warning: commands will be executed using /bin/sh
job 2239 at Sun Sep  1 14:38:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_reo
ElecNo	2
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 2650478 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 883492 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 46561 members 
Mstep: Class 3 contains 46554 members 
Mstep: Class 4 contains 46359 members 
Mstep: Class 5 contains 46333 members 
Mstep: Class 6 contains 46388 members 
Mstep: Class 7 contains 46498 members 
Mstep: Class 8 contains 46528 members 
Mstep: Class 9 contains 46203 members 
Mstep: Class 10 contains 46388 members 
Mstep: Class 11 contains 46892 members 
Mstep: Class 12 contains 46196 members 
Mstep: Class 13 contains 46549 members 
Mstep: Class 14 contains 46680 members 
Mstep: Class 15 contains 46579 members 
Mstep: Class 16 contains 46778 members 
Mstep: Class 17 contains 46350 members 
Mstep: Class 18 contains 46224 members 
Mstep: Class 19 contains 46578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 805.819458 but Gain 2224.890625
Score: -90798008.000000 Penalty: 40048.039062
Iteration 0F: 19 clusters Score -9.079801e+07 nChanged 833281
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 34477 members 
Mstep: Class 3 contains 29518 members 
Mstep: Class 4 contains 67026 members 
Mstep: Class 6 contains 26651 members 
Mstep: Class 7 contains 26828 members 
Mstep: Class 8 contains 44185 members 
Mstep: Class 9 contains 27113 members 
Mstep: Class 10 contains 38572 members 
Mstep: Class 11 contains 37570 members 
Mstep: Class 12 contains 114689 members 
Mstep: Class 13 contains 110986 members 
Mstep: Class 14 contains 54275 members 
Mstep: Class 15 contains 32187 members 
Mstep: Class 16 contains 39787 members 
Mstep: Class 17 contains 24503 members 
Mstep: Class 18 contains 41342 members 
Mstep: Class 19 contains 76112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92737168.000000 Penalty: 40048.039062
Iteration 1F: 19 clusters Score -9.273717e+07 nChanged 276703
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 32887 members 
Mstep: Class 3 contains 19339 members 
Mstep: Class 4 contains 95373 members 
Mstep: Class 6 contains 20946 members 
Mstep: Class 7 contains 17784 members 
Mstep: Class 8 contains 49468 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 41015 members 
Mstep: Class 11 contains 26873 members 
Mstep: Class 12 contains 116778 members 
Mstep: Class 13 contains 118318 members 
Mstep: Class 14 contains 52135 members 
Mstep: Class 15 contains 25015 members 
Mstep: Class 16 contains 38354 members 
Mstep: Class 17 contains 18394 members 
Mstep: Class 18 contains 46438 members 
Mstep: Class 19 contains 77955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93030792.000000 Penalty: 40048.039062
Iteration 2F: 19 clusters Score -9.303079e+07 nChanged 179693
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 30385 members 
Mstep: Class 3 contains 12141 members 
Mstep: Class 4 contains 121222 members 
Mstep: Class 6 contains 16418 members 
Mstep: Class 7 contains 11517 members 
Mstep: Class 8 contains 54269 members 
Mstep: Class 9 contains 11400 members 
Mstep: Class 10 contains 41581 members 
Mstep: Class 11 contains 19350 members 
Mstep: Class 12 contains 110262 members 
Mstep: Class 13 contains 130417 members 
Mstep: Class 14 contains 51128 members 
Mstep: Class 15 contains 18577 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 46842 members 
Mstep: Class 19 contains 80388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93183976.000000 Penalty: 40048.039062
Iteration 3F: 19 clusters Score -9.318398e+07 nChanged 138148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 26528 members 
Mstep: Class 3 contains 7878 members 
Mstep: Class 4 contains 147432 members 
Mstep: Class 6 contains 11646 members 
Mstep: Class 7 contains 9077 members 
Mstep: Class 8 contains 57489 members 
Mstep: Class 9 contains 7832 members 
Mstep: Class 10 contains 39000 members 
Mstep: Class 11 contains 14987 members 
Mstep: Class 12 contains 99592 members 
Mstep: Class 13 contains 151349 members 
Mstep: Class 14 contains 48814 members 
Mstep: Class 15 contains 16133 members 
Mstep: Class 16 contains 36264 members 
Mstep: Class 17 contains 10325 members 
Mstep: Class 18 contains 43132 members 
Mstep: Class 19 contains 76430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93300944.000000 Penalty: 40048.039062
Iteration 4F: 19 clusters Score -9.330094e+07 nChanged 125157
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 21918 members 
Mstep: Class 3 contains 5285 members 
Mstep: Class 4 contains 175172 members 
Mstep: Class 6 contains 7556 members 
Mstep: Class 7 contains 7727 members 
Mstep: Class 8 contains 60027 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 33822 members 
Mstep: Class 11 contains 11629 members 
Mstep: Class 12 contains 87407 members 
Mstep: Class 13 contains 182694 members 
Mstep: Class 14 contains 43720 members 
Mstep: Class 15 contains 14078 members 
Mstep: Class 16 contains 34264 members 
Mstep: Class 17 contains 7433 members 
Mstep: Class 18 contains 35591 members 
Mstep: Class 19 contains 71111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93410536.000000 Penalty: 40048.039062
Iteration 5F: 19 clusters Score -9.341054e+07 nChanged 122949
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 17399 members 
Mstep: Class 3 contains 3626 members 
Mstep: Class 4 contains 201649 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 61901 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 27248 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 74998 members 
Mstep: Class 13 contains 224085 members 
Mstep: Class 14 contains 36259 members 
Mstep: Class 15 contains 11312 members 
Mstep: Class 16 contains 32563 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 25441 members 
Mstep: Class 19 contains 66005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93513600.000000 Penalty: 40048.039062
Iteration 6F: 19 clusters Score -9.35136e+07 nChanged 115735
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 13636 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 221665 members 
Mstep: Class 6 contains 2914 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 62501 members 
Mstep: Class 9 contains 2111 members 
Mstep: Class 10 contains 20410 members 
Mstep: Class 11 contains 7712 members 
Mstep: Class 12 contains 64897 members 
Mstep: Class 13 contains 269118 members 
Mstep: Class 14 contains 28189 members 
Mstep: Class 15 contains 8398 members 
Mstep: Class 16 contains 32573 members 
Mstep: Class 17 contains 3313 members 
Mstep: Class 18 contains 15766 members 
Mstep: Class 19 contains 61861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1735.991211 but Gain 2224.890625
Score: -93600824.000000 Penalty: 37823.148438
Iteration 7F: 18 clusters Score -9.360082e+07 nChanged 101702
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 11019 members 
Mstep: Class 4 contains 233977 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 5601 members 
Mstep: Class 8 contains 61986 members 
Mstep: Class 9 contains 1536 members 
Mstep: Class 10 contains 14661 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 58121 members 
Mstep: Class 13 contains 309787 members 
Mstep: Class 14 contains 21276 members 
Mstep: Class 15 contains 5929 members 
Mstep: Class 16 contains 35268 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 8956 members 
Mstep: Class 19 contains 58805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1446.900879 but Gain 2224.890625
Score: -93673848.000000 Penalty: 35598.257812
Iteration 8F: 17 clusters Score -9.367385e+07 nChanged 82293
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 9530 members 
Mstep: Class 4 contains 241722 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 4922 members 
Mstep: Class 8 contains 62375 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 10464 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 54174 members 
Mstep: Class 13 contains 339248 members 
Mstep: Class 14 contains 15937 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 16 contains 38827 members 
Mstep: Class 18 contains 4852 members 
Mstep: Class 19 contains 56380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93693024.000000 Penalty: 35598.257812
Iteration 9F: 17 clusters Score -9.369302e+07 nChanged 60819
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 9219 members 
Mstep: Class 4 contains 250045 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 4321 members 
Mstep: Class 8 contains 64817 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 53494 members 
Mstep: Class 13 contains 346758 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 2763 members 
Mstep: Class 16 contains 42398 members 
Mstep: Class 18 contains 2863 members 
Mstep: Class 19 contains 54720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2047.855957 but Gain 2224.890625
Score: -93695744.000000 Penalty: 33373.367188
Iteration 10F: 16 clusters Score -9.369574e+07 nChanged 44950
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 9917 members 
Mstep: Class 4 contains 259785 members 
Mstep: Class 6 contains 1485 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 68110 members 
Mstep: Class 9 contains 1532 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 54645 members 
Mstep: Class 13 contains 341255 members 
Mstep: Class 14 contains 11533 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 16 contains 45935 members 
Mstep: Class 19 contains 53603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93720656.000000 Penalty: 33373.367188
Iteration 11F: 16 clusters Score -9.372066e+07 nChanged 31840
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 10876 members 
Mstep: Class 4 contains 266513 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 70925 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 5397 members 
Mstep: Class 11 contains 4904 members 
Mstep: Class 12 contains 55607 members 
Mstep: Class 13 contains 333425 members 
Mstep: Class 14 contains 10918 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 49142 members 
Mstep: Class 19 contains 52773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2114.622803 but Gain 2224.892578
Score: -93740224.000000 Penalty: 31148.474609
Iteration 12Q: 15 clusters Score -9.374022e+07 nChanged 26565
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 4 contains 270729 members 
Mstep: Class 6 contains 1574 members 
Mstep: Class 7 contains 3369 members 
Mstep: Class 8 contains 73349 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 56142 members 
Mstep: Class 13 contains 328300 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 16 contains 51959 members 
Mstep: Class 19 contains 52156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93753392.000000 Penalty: 31148.474609
Iteration 13Q: 15 clusters Score -9.375339e+07 nChanged 20436
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 4 contains 273046 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 8 contains 75433 members 
Mstep: Class 9 contains 1812 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 56585 members 
Mstep: Class 13 contains 322670 members 
Mstep: Class 14 contains 11063 members 
Mstep: Class 16 contains 54435 members 
Mstep: Class 19 contains 51553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93764112.000000 Penalty: 31148.474609
Iteration 14Q: 15 clusters Score -9.376411e+07 nChanged 16810
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 4 contains 273986 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 3329 members 
Mstep: Class 8 contains 77107 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 3724 members 
Mstep: Class 12 contains 56798 members 
Mstep: Class 13 contains 318344 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 16 contains 56634 members 
Mstep: Class 19 contains 50954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93771408.000000 Penalty: 31148.474609
Iteration 15Q: 15 clusters Score -9.377141e+07 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 17146 members 
Mstep: Class 4 contains 273701 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 78407 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 2083 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 56911 members 
Mstep: Class 13 contains 315220 members 
Mstep: Class 14 contains 12277 members 
Mstep: Class 16 contains 58567 members 
Mstep: Class 19 contains 50387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93776688.000000 Penalty: 31148.474609
Iteration 16Q: 15 clusters Score -9.377669e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 18880 members 
Mstep: Class 4 contains 272724 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 79412 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 1574 members 
Mstep: Class 11 contains 2948 members 
Mstep: Class 12 contains 56983 members 
Mstep: Class 13 contains 312787 members 
Mstep: Class 14 contains 13177 members 
Mstep: Class 16 contains 60244 members 
Mstep: Class 19 contains 49834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93780920.000000 Penalty: 31148.474609
Iteration 17Q: 15 clusters Score -9.378092e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 20626 members 
Mstep: Class 4 contains 271274 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 8 contains 80211 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 1200 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 57015 members 
Mstep: Class 13 contains 310811 members 
Mstep: Class 14 contains 14183 members 
Mstep: Class 16 contains 61690 members 
Mstep: Class 19 contains 49361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93784128.000000 Penalty: 31148.474609
Iteration 18Q: 15 clusters Score -9.378413e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 22273 members 
Mstep: Class 4 contains 269363 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 3364 members 
Mstep: Class 8 contains 80817 members 
Mstep: Class 9 contains 1515 members 
Mstep: Class 10 contains 947 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 12 contains 57010 members 
Mstep: Class 13 contains 309373 members 
Mstep: Class 14 contains 15167 members 
Mstep: Class 16 contains 62993 members 
Mstep: Class 19 contains 48944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93787176.000000 Penalty: 31148.474609
Iteration 19Q: 15 clusters Score -9.378718e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 23782 members 
Mstep: Class 4 contains 267131 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 3377 members 
Mstep: Class 8 contains 81305 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 56973 members 
Mstep: Class 13 contains 308356 members 
Mstep: Class 14 contains 16121 members 
Mstep: Class 16 contains 64150 members 
Mstep: Class 19 contains 48546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93791128.000000 Penalty: 31148.474609
Iteration 20F: 15 clusters Score -9.379113e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 25199 members 
Mstep: Class 4 contains 264567 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 3389 members 
Mstep: Class 8 contains 81718 members 
Mstep: Class 9 contains 1510 members 
Mstep: Class 10 contains 730 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 56849 members 
Mstep: Class 13 contains 307634 members 
Mstep: Class 14 contains 17246 members 
Mstep: Class 16 contains 65088 members 
Mstep: Class 19 contains 48095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93794256.000000 Penalty: 31148.474609
Iteration 21Q: 15 clusters Score -9.379426e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 26539 members 
Mstep: Class 4 contains 262007 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 82064 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 56715 members 
Mstep: Class 13 contains 306976 members 
Mstep: Class 14 contains 18339 members 
Mstep: Class 16 contains 66034 members 
Mstep: Class 19 contains 47693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2165.053223 but Gain 2224.890625
Score: -93797168.000000 Penalty: 28923.583984
Iteration 22Q: 14 clusters Score -9.379717e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 28092 members 
Mstep: Class 4 contains 259866 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 3431 members 
Mstep: Class 8 contains 82374 members 
Mstep: Class 9 contains 1375 members 
Mstep: Class 10 contains 584 members 
Mstep: Class 12 contains 56568 members 
Mstep: Class 13 contains 306658 members 
Mstep: Class 14 contains 19767 members 
Mstep: Class 16 contains 66936 members 
Mstep: Class 19 contains 47442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93800688.000000 Penalty: 28923.583984
Iteration 23Q: 14 clusters Score -9.380069e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 29248 members 
Mstep: Class 4 contains 257234 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 82571 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 12 contains 56411 members 
Mstep: Class 13 contains 306027 members 
Mstep: Class 14 contains 20967 members 
Mstep: Class 16 contains 67713 members 
Mstep: Class 19 contains 47014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93802560.000000 Penalty: 28923.583984
Iteration 24Q: 14 clusters Score -9.380256e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 30260 members 
Mstep: Class 4 contains 254543 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 82686 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 12 contains 56277 members 
Mstep: Class 13 contains 305498 members 
Mstep: Class 14 contains 22133 members 
Mstep: Class 16 contains 68397 members 
Mstep: Class 19 contains 46670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93804120.000000 Penalty: 28923.583984
Iteration 25Q: 14 clusters Score -9.380412e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 31133 members 
Mstep: Class 4 contains 252143 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 82808 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 12 contains 56121 members 
Mstep: Class 13 contains 304830 members 
Mstep: Class 14 contains 23265 members 
Mstep: Class 16 contains 69053 members 
Mstep: Class 19 contains 46337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93805840.000000 Penalty: 28923.583984
Iteration 26Q: 14 clusters Score -9.380584e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 31948 members 
Mstep: Class 4 contains 249779 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 3473 members 
Mstep: Class 8 contains 82907 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 12 contains 55941 members 
Mstep: Class 13 contains 304233 members 
Mstep: Class 14 contains 24258 members 
Mstep: Class 16 contains 69706 members 
Mstep: Class 19 contains 46028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93807632.000000 Penalty: 28923.583984
Iteration 27Q: 14 clusters Score -9.380763e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 32716 members 
Mstep: Class 4 contains 247602 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 8 contains 82945 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 12 contains 55758 members 
Mstep: Class 13 contains 303747 members 
Mstep: Class 14 contains 25154 members 
Mstep: Class 16 contains 70330 members 
Mstep: Class 19 contains 45712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93809016.000000 Penalty: 28923.583984
Iteration 28Q: 14 clusters Score -9.380902e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 33396 members 
Mstep: Class 4 contains 245626 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 82956 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 12 contains 55571 members 
Mstep: Class 13 contains 303283 members 
Mstep: Class 14 contains 25961 members 
Mstep: Class 16 contains 70915 members 
Mstep: Class 19 contains 45435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93810136.000000 Penalty: 28923.583984
Iteration 29Q: 14 clusters Score -9.381014e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 34040 members 
Mstep: Class 4 contains 243799 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 82908 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 12 contains 55381 members 
Mstep: Class 13 contains 303027 members 
Mstep: Class 14 contains 26700 members 
Mstep: Class 16 contains 71417 members 
Mstep: Class 19 contains 45161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93811400.000000 Penalty: 28923.583984
Iteration 30Q: 14 clusters Score -9.38114e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 34674 members 
Mstep: Class 4 contains 242195 members 
Mstep: Class 6 contains 2426 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 82773 members 
Mstep: Class 9 contains 1075 members 
Mstep: Class 10 contains 461 members 
Mstep: Class 12 contains 55166 members 
Mstep: Class 13 contains 302721 members 
Mstep: Class 14 contains 27524 members 
Mstep: Class 16 contains 71904 members 
Mstep: Class 19 contains 44844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93813008.000000 Penalty: 28923.583984
Iteration 31Q: 14 clusters Score -9.381301e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 35317 members 
Mstep: Class 4 contains 240713 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 3676 members 
Mstep: Class 8 contains 82609 members 
Mstep: Class 9 contains 1049 members 
Mstep: Class 10 contains 461 members 
Mstep: Class 12 contains 54951 members 
Mstep: Class 13 contains 302468 members 
Mstep: Class 14 contains 28322 members 
Mstep: Class 16 contains 72330 members 
Mstep: Class 19 contains 44549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93814624.000000 Penalty: 28923.583984
Iteration 32Q: 14 clusters Score -9.381462e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 35883 members 
Mstep: Class 4 contains 239405 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 82397 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 10 contains 461 members 
Mstep: Class 12 contains 54760 members 
Mstep: Class 13 contains 302348 members 
Mstep: Class 14 contains 29047 members 
Mstep: Class 16 contains 72709 members 
Mstep: Class 19 contains 44280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93815368.000000 Penalty: 28923.583984
Iteration 33Q: 14 clusters Score -9.381537e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 36469 members 
Mstep: Class 4 contains 238329 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 3731 members 
Mstep: Class 8 contains 82172 members 
Mstep: Class 9 contains 969 members 
Mstep: Class 10 contains 463 members 
Mstep: Class 12 contains 54570 members 
Mstep: Class 13 contains 302215 members 
Mstep: Class 14 contains 29679 members 
Mstep: Class 16 contains 73052 members 
Mstep: Class 19 contains 43995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93816696.000000 Penalty: 28923.583984
Iteration 34Q: 14 clusters Score -9.38167e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 37046 members 
Mstep: Class 4 contains 237350 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 81959 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 463 members 
Mstep: Class 12 contains 54363 members 
Mstep: Class 13 contains 302065 members 
Mstep: Class 14 contains 30300 members 
Mstep: Class 16 contains 73372 members 
Mstep: Class 19 contains 43755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93818104.000000 Penalty: 28923.583984
Iteration 35Q: 14 clusters Score -9.38181e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 37609 members 
Mstep: Class 4 contains 236420 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 8 contains 81742 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 12 contains 54143 members 
Mstep: Class 13 contains 301964 members 
Mstep: Class 14 contains 30848 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 19 contains 43536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93819128.000000 Penalty: 28923.583984
Iteration 36Q: 14 clusters Score -9.381913e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 38137 members 
Mstep: Class 4 contains 235547 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 81517 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 12 contains 53939 members 
Mstep: Class 13 contains 301993 members 
Mstep: Class 14 contains 31289 members 
Mstep: Class 16 contains 73993 members 
Mstep: Class 19 contains 43367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93820200.000000 Penalty: 28923.583984
Iteration 37Q: 14 clusters Score -9.38202e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 38631 members 
Mstep: Class 4 contains 234779 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 81277 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 469 members 
Mstep: Class 12 contains 53746 members 
Mstep: Class 13 contains 302044 members 
Mstep: Class 14 contains 31653 members 
Mstep: Class 16 contains 74224 members 
Mstep: Class 19 contains 43227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93821440.000000 Penalty: 28923.583984
Iteration 38Q: 14 clusters Score -9.382144e+07 nChanged 3419
Entering ConstructFrom: 
Score: -93821440.000000 Penalty: 28923.583984
Entering ConstructFrom: 
Trying to split cluster 1 (16305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Entering Unmasked Estep 
Score: -1816118.375000 Penalty: 1576.124390
	Iteration 0F: 2 clusters Score -1816118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1804826.125000 Penalty: 3152.248779
	Iteration 0F: 3 clusters Score -1804826 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1808766.375000 Penalty: 3152.248779
	Iteration 1F: 3 clusters Score -1808766 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1809095.750000 Penalty: 3152.248779
	Iteration 2F: 3 clusters Score -1809096 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1809441.500000 Penalty: 3152.248779
	Iteration 3Q: 3 clusters Score -1809442 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1809823.750000 Penalty: 3152.248779
	Iteration 4Q: 3 clusters Score -1809824 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1810224.375000 Penalty: 3152.248779
	Iteration 5Q: 3 clusters Score -1810224 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1810724.750000 Penalty: 3152.248779
	Iteration 6F: 3 clusters Score -1810725 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1811365.500000 Penalty: 3152.248779
	Iteration 7F: 3 clusters Score -1811366 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1812058.250000 Penalty: 3152.248779
	Iteration 8F: 3 clusters Score -1812058 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1812702.125000 Penalty: 3152.248779
	Iteration 9Q: 3 clusters Score -1812702 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1813173.375000 Penalty: 3152.248779
	Iteration 10Q: 3 clusters Score -1813173 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1813430.625000 Penalty: 3152.248779
	Iteration 11Q: 3 clusters Score -1813431 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1813590.250000 Penalty: 3152.248779
	Iteration 12Q: 3 clusters Score -1813590 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1813685.000000 Penalty: 3152.248779
	Iteration 13Q: 3 clusters Score -1813685 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1813753.875000 Penalty: 3152.248779
	Iteration 14Q: 3 clusters Score -1813754 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1813828.875000 Penalty: 3152.248779
	Iteration 15Q: 3 clusters Score -1813829 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1813879.750000 Penalty: 3152.248779
	Iteration 16Q: 3 clusters Score -1813880 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1813920.625000 Penalty: 3152.248779
	Iteration 17Q: 3 clusters Score -1813921 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1813962.250000 Penalty: 3152.248779
	Iteration 18Q: 3 clusters Score -1813962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1813987.125000 Penalty: 3152.248779
	Iteration 19Q: 3 clusters Score -1813987 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1814013.500000 Penalty: 3152.248779
	Iteration 20F: 3 clusters Score -1814014 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1814032.375000 Penalty: 3152.248779
	Iteration 21Q: 3 clusters Score -1814032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1814051.750000 Penalty: 3152.248779
	Iteration 22Q: 3 clusters Score -1814052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1814067.000000 Penalty: 3152.248779
	Iteration 23Q: 3 clusters Score -1814067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1814090.625000 Penalty: 3152.248779
	Iteration 24Q: 3 clusters Score -1814091 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1814112.000000 Penalty: 3152.248779
	Iteration 25Q: 3 clusters Score -1814112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1814129.125000 Penalty: 3152.248779
	Iteration 26Q: 3 clusters Score -1814129 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1814154.750000 Penalty: 3152.248779
	Iteration 27Q: 3 clusters Score -1814155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1814178.625000 Penalty: 3152.248779
	Iteration 28Q: 3 clusters Score -1814179 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1814198.000000 Penalty: 3152.248779
	Iteration 29Q: 3 clusters Score -1814198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1814215.000000 Penalty: 3152.248779
	Iteration 30Q: 3 clusters Score -1814215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1814229.250000 Penalty: 3152.248779
	Iteration 31Q: 3 clusters Score -1814229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1814249.375000 Penalty: 3152.248779
	Iteration 32Q: 3 clusters Score -1814249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1814269.250000 Penalty: 3152.248779
	Iteration 33Q: 3 clusters Score -1814269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1814286.750000 Penalty: 3152.248779
	Iteration 34Q: 3 clusters Score -1814287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1814303.500000 Penalty: 3152.248779
	Iteration 35Q: 3 clusters Score -1814304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1814322.125000 Penalty: 3152.248779
	Iteration 36Q: 3 clusters Score -1814322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1814339.500000 Penalty: 3152.248779
	Iteration 37Q: 3 clusters Score -1814340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1814354.875000 Penalty: 3152.248779
	Iteration 38Q: 3 clusters Score -1814355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1814368.625000 Penalty: 3152.248779
	Iteration 39Q: 3 clusters Score -1814369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1814377.000000 Penalty: 3152.248779
	Iteration 40F: 3 clusters Score -1814377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1814390.000000 Penalty: 3152.248779
	Iteration 41Q: 3 clusters Score -1814390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1814396.750000 Penalty: 3152.248779
	Iteration 42Q: 3 clusters Score -1814397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1814409.750000 Penalty: 3152.248779
	Iteration 43Q: 3 clusters Score -1814410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1814418.250000 Penalty: 3152.248779
	Iteration 44Q: 3 clusters Score -1814418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1814430.125000 Penalty: 3152.248779
	Iteration 45Q: 3 clusters Score -1814430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1814445.000000 Penalty: 3152.248779
	Iteration 46Q: 3 clusters Score -1814445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1814456.750000 Penalty: 3152.248779
	Iteration 47Q: 3 clusters Score -1814457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1814471.500000 Penalty: 3152.248779
	Iteration 48Q: 3 clusters Score -1814472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1814484.375000 Penalty: 3152.248779
	Iteration 49Q: 3 clusters Score -1814484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1814496.125000 Penalty: 3152.248779
	Iteration 50Q: 3 clusters Score -1814496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1814505.250000 Penalty: 3152.248779
	Iteration 51Q: 3 clusters Score -1814505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1814521.000000 Penalty: 3152.248779
	Iteration 52Q: 3 clusters Score -1814521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1814533.250000 Penalty: 3152.248779
	Iteration 53Q: 3 clusters Score -1814533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1814549.750000 Penalty: 3152.248779
	Iteration 54Q: 3 clusters Score -1814550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1814559.750000 Penalty: 3152.248779
	Iteration 55Q: 3 clusters Score -1814560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1814568.375000 Penalty: 3152.248779
	Iteration 56Q: 3 clusters Score -1814568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1814582.375000 Penalty: 3152.248779
	Iteration 57Q: 3 clusters Score -1814582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1814596.375000 Penalty: 3152.248779
	Iteration 58Q: 3 clusters Score -1814596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1814602.125000 Penalty: 3152.248779
	Iteration 59Q: 3 clusters Score -1814602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1814606.125000 Penalty: 3152.248779
	Iteration 60F: 3 clusters Score -1814606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1814606.250000 Penalty: 3152.248779
	Iteration 61Q: 3 clusters Score -1814606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1814613.625000 Penalty: 3152.248779
	Iteration 62Q: 3 clusters Score -1814614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1814620.250000 Penalty: 3152.248779
	Iteration 63Q: 3 clusters Score -1814620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1814621.500000 Penalty: 3152.248779
	Iteration 64Q: 3 clusters Score -1814622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1814625.250000 Penalty: 3152.248779
	Iteration 65Q: 3 clusters Score -1814625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1814626.000000 Penalty: 3152.248779
	Iteration 66Q: 3 clusters Score -1814626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1814634.375000 Penalty: 3152.248779
	Iteration 67Q: 3 clusters Score -1814634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1814634.750000 Penalty: 3152.248779
	Iteration 68Q: 3 clusters Score -1814635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1814640.250000 Penalty: 3152.248779
	Iteration 69Q: 3 clusters Score -1814640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1814639.375000 Penalty: 3152.248779
	Iteration 70Q: 3 clusters Score -1814639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1814639.750000 Penalty: 3152.248779
	Iteration 71Q: 3 clusters Score -1814640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1814647.000000 Penalty: 3152.248779
	Iteration 72Q: 3 clusters Score -1814647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1814649.125000 Penalty: 3152.248779
	Iteration 73Q: 3 clusters Score -1814649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1814648.375000 Penalty: 3152.248779
	Iteration 74Q: 3 clusters Score -1814648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1814648.250000 Penalty: 3152.248779
	Iteration 75Q: 3 clusters Score -1814648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1814654.875000 Penalty: 3152.248779
	Iteration 76Q: 3 clusters Score -1814655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1814657.375000 Penalty: 3152.248779
	Iteration 77Q: 3 clusters Score -1814657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1814661.500000 Penalty: 3152.248779
	Iteration 78Q: 3 clusters Score -1814662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1814663.375000 Penalty: 3152.248779
	Iteration 79Q: 3 clusters Score -1814663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1814662.750000 Penalty: 3152.248779
	Iteration 80F: 3 clusters Score -1814663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1814666.750000 Penalty: 3152.248779
	Iteration 81Q: 3 clusters Score -1814667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1814667.625000 Penalty: 3152.248779
	Iteration 82Q: 3 clusters Score -1814668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1814670.375000 Penalty: 3152.248779
	Iteration 83Q: 3 clusters Score -1814670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1814674.375000 Penalty: 3152.248779
	Iteration 84Q: 3 clusters Score -1814674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1814680.500000 Penalty: 3152.248779
	Iteration 85Q: 3 clusters Score -1814680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1814680.875000 Penalty: 3152.248779
	Iteration 86Q: 3 clusters Score -1814681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1814686.375000 Penalty: 3152.248779
	Iteration 87Q: 3 clusters Score -1814686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1814688.875000 Penalty: 3152.248779
	Iteration 88Q: 3 clusters Score -1814689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1814689.750000 Penalty: 3152.248779
	Iteration 89Q: 3 clusters Score -1814690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1814690.750000 Penalty: 3152.248779
	Iteration 90Q: 3 clusters Score -1814691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1814695.500000 Penalty: 3152.248779
	Iteration 91Q: 3 clusters Score -1814696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1814696.625000 Penalty: 3152.248779
	Iteration 92Q: 3 clusters Score -1814697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1814697.625000 Penalty: 3152.248779
	Iteration 93Q: 3 clusters Score -1814698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1814697.500000 Penalty: 3152.248779
	Iteration 94Q: 3 clusters Score -1814698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1814700.875000 Penalty: 3152.248779
	Iteration 95Q: 3 clusters Score -1814701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1814707.375000 Penalty: 3152.248779
	Iteration 96Q: 3 clusters Score -1814707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1814709.875000 Penalty: 3152.248779
	Iteration 97Q: 3 clusters Score -1814710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1814707.750000 Penalty: 3152.248779
	Iteration 98Q: 3 clusters Score -1814708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1814709.125000 Penalty: 3152.248779
	Iteration 99Q: 3 clusters Score -1814709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1814712.750000 Penalty: 3152.248779
	Iteration 100F: 3 clusters Score -1814713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1814712.750000 Penalty: 3152.248779
	Iteration 101Q: 3 clusters Score -1814713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1814714.375000 Penalty: 3152.248779
	Iteration 102Q: 3 clusters Score -1814714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1814714.250000 Penalty: 3152.248779
	Iteration 103Q: 3 clusters Score -1814714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1814712.375000 Penalty: 3152.248779
	Iteration 104Q: 3 clusters Score -1814712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1814712.375000 Penalty: 3152.248779
	Iteration 105F: 3 clusters Score -1814712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Entering Unmasked Estep 
Score: -4305260.500000 Penalty: 1718.230225
	Iteration 0F: 2 clusters Score -4305260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4278861.000000 Penalty: 3436.460449
	Iteration 0F: 3 clusters Score -4278861 nChanged 18297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4289433.000000 Penalty: 3436.460449
	Iteration 1F: 3 clusters Score -4289433 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4290036.500000 Penalty: 3436.460449
	Iteration 2Q: 3 clusters Score -4290036 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4290824.000000 Penalty: 3436.460449
	Iteration 3Q: 3 clusters Score -4290824 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -4291974.500000 Penalty: 3436.460449
	Iteration 4F: 3 clusters Score -4291974 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -4293801.000000 Penalty: 3436.460449
	Iteration 5F: 3 clusters Score -4293801 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -4296194.500000 Penalty: 3436.460449
	Iteration 6F: 3 clusters Score -4296194 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -4298587.500000 Penalty: 3436.460449
	Iteration 7F: 3 clusters Score -4298588 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -4300020.000000 Penalty: 3436.460449
	Iteration 8F: 3 clusters Score -4300020 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4300729.500000 Penalty: 3436.460449
	Iteration 9Q: 3 clusters Score -4300730 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -4301094.500000 Penalty: 3436.460449
	Iteration 10Q: 3 clusters Score -4301094 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4301363.000000 Penalty: 3436.460449
	Iteration 11Q: 3 clusters Score -4301363 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4301626.000000 Penalty: 3436.460449
	Iteration 12Q: 3 clusters Score -4301626 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4301867.000000 Penalty: 3436.460449
	Iteration 13Q: 3 clusters Score -4301867 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4302077.000000 Penalty: 3436.460449
	Iteration 14Q: 3 clusters Score -4302077 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4302235.000000 Penalty: 3436.460449
	Iteration 15Q: 3 clusters Score -4302235 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4302407.500000 Penalty: 3436.460449
	Iteration 16Q: 3 clusters Score -4302408 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4302570.500000 Penalty: 3436.460449
	Iteration 17Q: 3 clusters Score -4302570 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -4302725.000000 Penalty: 3436.460449
	Iteration 18Q: 3 clusters Score -4302725 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4302860.000000 Penalty: 3436.460449
	Iteration 19Q: 3 clusters Score -4302860 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4302994.000000 Penalty: 3436.460449
	Iteration 20F: 3 clusters Score -4302994 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4303121.500000 Penalty: 3436.460449
	Iteration 21Q: 3 clusters Score -4303122 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4303209.500000 Penalty: 3436.460449
	Iteration 22Q: 3 clusters Score -4303210 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -4303293.500000 Penalty: 3436.460449
	Iteration 23Q: 3 clusters Score -4303294 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -4303397.500000 Penalty: 3436.460449
	Iteration 24Q: 3 clusters Score -4303398 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -4303449.500000 Penalty: 3436.460449
	Iteration 25Q: 3 clusters Score -4303450 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4303523.000000 Penalty: 3436.460449
	Iteration 26Q: 3 clusters Score -4303523 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4303558.500000 Penalty: 3436.460449
	Iteration 27Q: 3 clusters Score -4303558 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4303610.500000 Penalty: 3436.460449
	Iteration 28Q: 3 clusters Score -4303610 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4303661.000000 Penalty: 3436.460449
	Iteration 29Q: 3 clusters Score -4303661 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4303694.000000 Penalty: 3436.460449
	Iteration 30Q: 3 clusters Score -4303694 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -4303712.500000 Penalty: 3436.460449
	Iteration 31Q: 3 clusters Score -4303712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4303729.500000 Penalty: 3436.460449
	Iteration 32Q: 3 clusters Score -4303730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4303754.500000 Penalty: 3436.460449
	Iteration 33Q: 3 clusters Score -4303754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4303782.000000 Penalty: 3436.460449
	Iteration 34Q: 3 clusters Score -4303782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4303791.500000 Penalty: 3436.460449
	Iteration 35Q: 3 clusters Score -4303792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4303797.500000 Penalty: 3436.460449
	Iteration 36Q: 3 clusters Score -4303798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4303823.500000 Penalty: 3436.460449
	Iteration 37Q: 3 clusters Score -4303824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4303839.000000 Penalty: 3436.460449
	Iteration 38Q: 3 clusters Score -4303839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4303859.500000 Penalty: 3436.460449
	Iteration 39Q: 3 clusters Score -4303860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4303881.000000 Penalty: 3436.460449
	Iteration 40F: 3 clusters Score -4303881 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4303883.500000 Penalty: 3436.460449
	Iteration 41Q: 3 clusters Score -4303884 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4303905.000000 Penalty: 3436.460449
	Iteration 42Q: 3 clusters Score -4303905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4303923.500000 Penalty: 3436.460449
	Iteration 43Q: 3 clusters Score -4303924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4303924.500000 Penalty: 3436.460449
	Iteration 44Q: 3 clusters Score -4303924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4303931.000000 Penalty: 3436.460449
	Iteration 45Q: 3 clusters Score -4303931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -4303945.000000 Penalty: 3436.460449
	Iteration 46Q: 3 clusters Score -4303945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -4303951.500000 Penalty: 3436.460449
	Iteration 47Q: 3 clusters Score -4303952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -4303957.500000 Penalty: 3436.460449
	Iteration 48Q: 3 clusters Score -4303958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -4303969.000000 Penalty: 3436.460449
	Iteration 49Q: 3 clusters Score -4303969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -4303979.000000 Penalty: 3436.460449
	Iteration 50Q: 3 clusters Score -4303979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -4303978.000000 Penalty: 3436.460449
	Iteration 51Q: 3 clusters Score -4303978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4303979.000000 Penalty: 3436.460449
	Iteration 52Q: 3 clusters Score -4303979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -4303980.500000 Penalty: 3436.460449
	Iteration 53Q: 3 clusters Score -4303980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4303988.000000 Penalty: 3436.460449
	Iteration 54Q: 3 clusters Score -4303988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4303983.500000 Penalty: 3436.460449
	Iteration 55Q: 3 clusters Score -4303984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -4303985.500000 Penalty: 3436.460449
	Iteration 56Q: 3 clusters Score -4303986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -4303987.000000 Penalty: 3436.460449
	Iteration 57Q: 3 clusters Score -4303987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -4303989.000000 Penalty: 3436.460449
	Iteration 58Q: 3 clusters Score -4303989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -4303988.000000 Penalty: 3436.460449
	Iteration 59Q: 3 clusters Score -4303988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -4303985.500000 Penalty: 3436.460449
	Iteration 60F: 3 clusters Score -4303986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -4303983.500000 Penalty: 3436.460449
	Iteration 61Q: 3 clusters Score -4303984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -4303982.500000 Penalty: 3436.460449
	Iteration 62Q: 3 clusters Score -4303982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4303984.000000 Penalty: 3436.460449
	Iteration 63Q: 3 clusters Score -4303984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4303984.000000 Penalty: 3436.460449
	Iteration 64F: 3 clusters Score -4303984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (234089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234089 members 
Entering Unmasked Estep 
Score: -25229758.000000 Penalty: 2009.061768
	Iteration 0F: 2 clusters Score -2.522976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116979 members 
Mstep: Class 2 contains 117110 members 
Entering Unmasked Estep 
Score: -25080342.000000 Penalty: 4018.123535
	Iteration 0F: 3 clusters Score -2.508034e+07 nChanged 114234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113651 members 
Mstep: Class 2 contains 120438 members 
Entering Unmasked Estep 
Score: -25149504.000000 Penalty: 4018.123535
	Iteration 1F: 3 clusters Score -2.51495e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111566 members 
Mstep: Class 2 contains 122523 members 
Entering Unmasked Estep 
Score: -25152292.000000 Penalty: 4018.123535
	Iteration 2Q: 3 clusters Score -2.515229e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -25156474.000000 Penalty: 4018.123535
	Iteration 3Q: 3 clusters Score -2.515647e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 129028 members 
Entering Unmasked Estep 
Score: -25162630.000000 Penalty: 4018.123535
	Iteration 4Q: 3 clusters Score -2.516263e+07 nChanged 13061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 133165 members 
Entering Unmasked Estep 
Score: -25170146.000000 Penalty: 4018.123535
	Iteration 5F: 3 clusters Score -2.517015e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 137509 members 
Entering Unmasked Estep 
Score: -25179574.000000 Penalty: 4018.123535
	Iteration 6F: 3 clusters Score -2.517957e+07 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 141397 members 
Entering Unmasked Estep 
Score: -25190240.000000 Penalty: 4018.123535
	Iteration 7F: 3 clusters Score -2.519024e+07 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 144270 members 
Entering Unmasked Estep 
Score: -25199572.000000 Penalty: 4018.123535
	Iteration 8F: 3 clusters Score -2.519957e+07 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 146365 members 
Entering Unmasked Estep 
Score: -25205110.000000 Penalty: 4018.123535
	Iteration 9Q: 3 clusters Score -2.520511e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 148310 members 
Entering Unmasked Estep 
Score: -25207398.000000 Penalty: 4018.123535
	Iteration 10Q: 3 clusters Score -2.52074e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 150251 members 
Entering Unmasked Estep 
Score: -25208332.000000 Penalty: 4018.123535
	Iteration 11Q: 3 clusters Score -2.520833e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -25208860.000000 Penalty: 4018.123535
	Iteration 12Q: 3 clusters Score -2.520886e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 154350 members 
Entering Unmasked Estep 
Score: -25209488.000000 Penalty: 4018.123535
	Iteration 13Q: 3 clusters Score -2.520949e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 156528 members 
Entering Unmasked Estep 
Score: -25210016.000000 Penalty: 4018.123535
	Iteration 14Q: 3 clusters Score -2.521002e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -25210446.000000 Penalty: 4018.123535
	Iteration 15Q: 3 clusters Score -2.521045e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 160996 members 
Entering Unmasked Estep 
Score: -25210774.000000 Penalty: 4018.123535
	Iteration 16Q: 3 clusters Score -2.521077e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 163183 members 
Entering Unmasked Estep 
Score: -25211158.000000 Penalty: 4018.123535
	Iteration 17Q: 3 clusters Score -2.521116e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 165453 members 
Entering Unmasked Estep 
Score: -25211694.000000 Penalty: 4018.123535
	Iteration 18Q: 3 clusters Score -2.521169e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 167702 members 
Entering Unmasked Estep 
Score: -25212046.000000 Penalty: 4018.123535
	Iteration 19Q: 3 clusters Score -2.521205e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 169940 members 
Entering Unmasked Estep 
Score: -25212452.000000 Penalty: 4018.123535
	Iteration 20F: 3 clusters Score -2.521245e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -25212876.000000 Penalty: 4018.123535
	Iteration 21Q: 3 clusters Score -2.521288e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 174596 members 
Entering Unmasked Estep 
Score: -25213568.000000 Penalty: 4018.123535
	Iteration 22Q: 3 clusters Score -2.521357e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -25214048.000000 Penalty: 4018.123535
	Iteration 23Q: 3 clusters Score -2.521405e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 179351 members 
Entering Unmasked Estep 
Score: -25214786.000000 Penalty: 4018.123535
	Iteration 24Q: 3 clusters Score -2.521479e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 181689 members 
Entering Unmasked Estep 
Score: -25215420.000000 Penalty: 4018.123535
	Iteration 25Q: 3 clusters Score -2.521542e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 183955 members 
Entering Unmasked Estep 
Score: -25216058.000000 Penalty: 4018.123535
	Iteration 26Q: 3 clusters Score -2.521606e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 186230 members 
Entering Unmasked Estep 
Score: -25216708.000000 Penalty: 4018.123535
	Iteration 27Q: 3 clusters Score -2.521671e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 188612 members 
Entering Unmasked Estep 
Score: -25217312.000000 Penalty: 4018.123535
	Iteration 28Q: 3 clusters Score -2.521731e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 190913 members 
Entering Unmasked Estep 
Score: -25217750.000000 Penalty: 4018.123535
	Iteration 29Q: 3 clusters Score -2.521775e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 193221 members 
Entering Unmasked Estep 
Score: -25218198.000000 Penalty: 4018.123535
	Iteration 30Q: 3 clusters Score -2.52182e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 195509 members 
Entering Unmasked Estep 
Score: -25218604.000000 Penalty: 4018.123535
	Iteration 31Q: 3 clusters Score -2.52186e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 197750 members 
Entering Unmasked Estep 
Score: -25219040.000000 Penalty: 4018.123535
	Iteration 32Q: 3 clusters Score -2.521904e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 199916 members 
Entering Unmasked Estep 
Score: -25219594.000000 Penalty: 4018.123535
	Iteration 33Q: 3 clusters Score -2.521959e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 201967 members 
Entering Unmasked Estep 
Score: -25219982.000000 Penalty: 4018.123535
	Iteration 34Q: 3 clusters Score -2.521998e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 203943 members 
Entering Unmasked Estep 
Score: -25220362.000000 Penalty: 4018.123535
	Iteration 35Q: 3 clusters Score -2.522036e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 205905 members 
Entering Unmasked Estep 
Score: -25220882.000000 Penalty: 4018.123535
	Iteration 36Q: 3 clusters Score -2.522088e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 207767 members 
Entering Unmasked Estep 
Score: -25221388.000000 Penalty: 4018.123535
	Iteration 37Q: 3 clusters Score -2.522139e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 209543 members 
Entering Unmasked Estep 
Score: -25221764.000000 Penalty: 4018.123535
	Iteration 38Q: 3 clusters Score -2.522176e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 211285 members 
Entering Unmasked Estep 
Score: -25222156.000000 Penalty: 4018.123535
	Iteration 39Q: 3 clusters Score -2.522216e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 212992 members 
Entering Unmasked Estep 
Score: -25222518.000000 Penalty: 4018.123535
	Iteration 40F: 3 clusters Score -2.522252e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 214582 members 
Entering Unmasked Estep 
Score: -25222866.000000 Penalty: 4018.123535
	Iteration 41Q: 3 clusters Score -2.522287e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 216149 members 
Entering Unmasked Estep 
Score: -25223270.000000 Penalty: 4018.123535
	Iteration 42Q: 3 clusters Score -2.522327e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 217691 members 
Entering Unmasked Estep 
Score: -25223636.000000 Penalty: 4018.123535
	Iteration 43Q: 3 clusters Score -2.522364e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 219149 members 
Entering Unmasked Estep 
Score: -25223930.000000 Penalty: 4018.123535
	Iteration 44Q: 3 clusters Score -2.522393e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 220531 members 
Entering Unmasked Estep 
Score: -25224282.000000 Penalty: 4018.123535
	Iteration 45Q: 3 clusters Score -2.522428e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 221899 members 
Entering Unmasked Estep 
Score: -25224632.000000 Penalty: 4018.123535
	Iteration 46Q: 3 clusters Score -2.522463e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 223158 members 
Entering Unmasked Estep 
Score: -25225092.000000 Penalty: 4018.123535
	Iteration 47Q: 3 clusters Score -2.522509e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 224330 members 
Entering Unmasked Estep 
Score: -25225394.000000 Penalty: 4018.123535
	Iteration 48Q: 3 clusters Score -2.522539e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 225405 members 
Entering Unmasked Estep 
Score: -25225648.000000 Penalty: 4018.123535
	Iteration 49Q: 3 clusters Score -2.522565e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 226341 members 
Entering Unmasked Estep 
Score: -25225978.000000 Penalty: 4018.123535
	Iteration 50Q: 3 clusters Score -2.522598e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 227151 members 
Entering Unmasked Estep 
Score: -25226236.000000 Penalty: 4018.123535
	Iteration 51Q: 3 clusters Score -2.522624e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 227895 members 
Entering Unmasked Estep 
Score: -25226436.000000 Penalty: 4018.123535
	Iteration 52Q: 3 clusters Score -2.522644e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 228526 members 
Entering Unmasked Estep 
Score: -25226664.000000 Penalty: 4018.123535
	Iteration 53Q: 3 clusters Score -2.522666e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 229104 members 
Entering Unmasked Estep 
Score: -25226910.000000 Penalty: 4018.123535
	Iteration 54Q: 3 clusters Score -2.522691e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 229588 members 
Entering Unmasked Estep 
Score: -25227072.000000 Penalty: 4018.123535
	Iteration 55Q: 3 clusters Score -2.522707e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 230009 members 
Entering Unmasked Estep 
Score: -25227186.000000 Penalty: 4018.123535
	Iteration 56Q: 3 clusters Score -2.522719e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 230334 members 
Entering Unmasked Estep 
Score: -25227370.000000 Penalty: 4018.123535
	Iteration 57Q: 3 clusters Score -2.522737e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 230616 members 
Entering Unmasked Estep 
Score: -25227504.000000 Penalty: 4018.123535
	Iteration 58Q: 3 clusters Score -2.52275e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 230836 members 
Entering Unmasked Estep 
Score: -25227570.000000 Penalty: 4018.123535
	Iteration 59Q: 3 clusters Score -2.522757e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 231050 members 
Entering Unmasked Estep 
Score: -25227670.000000 Penalty: 4018.123535
	Iteration 60F: 3 clusters Score -2.522767e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 231262 members 
Entering Unmasked Estep 
Score: -25227740.000000 Penalty: 4018.123535
	Iteration 61Q: 3 clusters Score -2.522774e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 231438 members 
Entering Unmasked Estep 
Score: -25227778.000000 Penalty: 4018.123535
	Iteration 62Q: 3 clusters Score -2.522778e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 231573 members 
Entering Unmasked Estep 
Score: -25227862.000000 Penalty: 4018.123535
	Iteration 63Q: 3 clusters Score -2.522786e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 231699 members 
Entering Unmasked Estep 
Score: -25227924.000000 Penalty: 4018.123535
	Iteration 64Q: 3 clusters Score -2.522792e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 231798 members 
Entering Unmasked Estep 
Score: -25227956.000000 Penalty: 4018.123535
	Iteration 65Q: 3 clusters Score -2.522796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 231869 members 
Entering Unmasked Estep 
Score: -25227972.000000 Penalty: 4018.123535
	Iteration 66Q: 3 clusters Score -2.522797e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 231948 members 
Entering Unmasked Estep 
Score: -25228024.000000 Penalty: 4018.123535
	Iteration 67Q: 3 clusters Score -2.522802e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 232011 members 
Entering Unmasked Estep 
Score: -25228064.000000 Penalty: 4018.123535
	Iteration 68Q: 3 clusters Score -2.522806e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 232076 members 
Entering Unmasked Estep 
Score: -25228080.000000 Penalty: 4018.123535
	Iteration 69Q: 3 clusters Score -2.522808e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 232133 members 
Entering Unmasked Estep 
Score: -25228108.000000 Penalty: 4018.123535
	Iteration 70Q: 3 clusters Score -2.522811e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 232169 members 
Entering Unmasked Estep 
Score: -25228118.000000 Penalty: 4018.123535
	Iteration 71Q: 3 clusters Score -2.522812e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 232209 members 
Entering Unmasked Estep 
Score: -25228142.000000 Penalty: 4018.123535
	Iteration 72Q: 3 clusters Score -2.522814e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 232244 members 
Entering Unmasked Estep 
Score: -25228136.000000 Penalty: 4018.123535
	Iteration 73Q: 3 clusters Score -2.522814e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 232286 members 
Entering Unmasked Estep 
Score: -25228178.000000 Penalty: 4018.123535
	Iteration 74Q: 3 clusters Score -2.522818e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 232315 members 
Entering Unmasked Estep 
Score: -25228186.000000 Penalty: 4018.123535
	Iteration 75Q: 3 clusters Score -2.522819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 232329 members 
Entering Unmasked Estep 
Score: -25228188.000000 Penalty: 4018.123535
	Iteration 76Q: 3 clusters Score -2.522819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 232340 members 
Entering Unmasked Estep 
Score: -25228198.000000 Penalty: 4018.123535
	Iteration 77Q: 3 clusters Score -2.52282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 232353 members 
Entering Unmasked Estep 
Score: -25228212.000000 Penalty: 4018.123535
	Iteration 78Q: 3 clusters Score -2.522821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 232356 members 
Entering Unmasked Estep 
Score: -25228218.000000 Penalty: 4018.123535
	Iteration 79Q: 3 clusters Score -2.522822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 232368 members 
Entering Unmasked Estep 
Score: -25228210.000000 Penalty: 4018.123535
	Iteration 80F: 3 clusters Score -2.522821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 232371 members 
Entering Unmasked Estep 
Score: -25228212.000000 Penalty: 4018.123535
	Iteration 81Q: 3 clusters Score -2.522821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 232375 members 
Entering Unmasked Estep 
Score: -25228222.000000 Penalty: 4018.123535
	Iteration 82Q: 3 clusters Score -2.522822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 232382 members 
Entering Unmasked Estep 
Score: -25228220.000000 Penalty: 4018.123535
	Iteration 83Q: 3 clusters Score -2.522822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 232388 members 
Entering Unmasked Estep 
Score: -25228200.000000 Penalty: 4018.123535
	Iteration 84Q: 3 clusters Score -2.52282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 232394 members 
Entering Unmasked Estep 
Score: -25228212.000000 Penalty: 4018.123535
	Iteration 85Q: 3 clusters Score -2.522821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 232397 members 
Entering Unmasked Estep 
Score: -25228222.000000 Penalty: 4018.123535
	Iteration 86Q: 3 clusters Score -2.522822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 232399 members 
Entering Unmasked Estep 
Score: -25228218.000000 Penalty: 4018.123535
	Iteration 87Q: 3 clusters Score -2.522822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 232407 members 
Entering Unmasked Estep 
Score: -25228226.000000 Penalty: 4018.123535
	Iteration 88Q: 3 clusters Score -2.522823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 232412 members 
Entering Unmasked Estep 
Score: -25228228.000000 Penalty: 4018.123535
	Iteration 89Q: 3 clusters Score -2.522823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 232415 members 
Entering Unmasked Estep 
Score: -25228212.000000 Penalty: 4018.123535
	Iteration 90Q: 3 clusters Score -2.522821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 232416 members 
Entering Unmasked Estep 
Score: -25228216.000000 Penalty: 4018.123535
	Iteration 91Q: 3 clusters Score -2.522822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 232416 members 
Entering Unmasked Estep 
Score: -25228216.000000 Penalty: 4018.123535
	Iteration 92F: 3 clusters Score -2.522822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -277728.968750 Penalty: 1278.591309
	Iteration 0F: 2 clusters Score -277729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -275257.968750 Penalty: 2557.182617
	Iteration 0F: 3 clusters Score -275258 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -275866.281250 Penalty: 2557.182617
	Iteration 1F: 3 clusters Score -275866.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -276026.562500 Penalty: 2557.182617
	Iteration 2F: 3 clusters Score -276026.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -276162.437500 Penalty: 2557.182617
	Iteration 3F: 3 clusters Score -276162.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -276264.250000 Penalty: 2557.182617
	Iteration 4Q: 3 clusters Score -276264.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -276366.406250 Penalty: 2557.182617
	Iteration 5Q: 3 clusters Score -276366.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -276455.250000 Penalty: 2557.182617
	Iteration 6Q: 3 clusters Score -276455.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -276520.500000 Penalty: 2557.182617
	Iteration 7Q: 3 clusters Score -276520.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -276581.625000 Penalty: 2557.182617
	Iteration 8Q: 3 clusters Score -276581.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -276633.031250 Penalty: 2557.182617
	Iteration 9Q: 3 clusters Score -276633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -276671.093750 Penalty: 2557.182617
	Iteration 10Q: 3 clusters Score -276671.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -276706.156250 Penalty: 2557.182617
	Iteration 11Q: 3 clusters Score -276706.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -276735.187500 Penalty: 2557.182617
	Iteration 12Q: 3 clusters Score -276735.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -276757.125000 Penalty: 2557.182617
	Iteration 13Q: 3 clusters Score -276757.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -276776.875000 Penalty: 2557.182617
	Iteration 14Q: 3 clusters Score -276776.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -276798.312500 Penalty: 2557.182617
	Iteration 15Q: 3 clusters Score -276798.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -276824.625000 Penalty: 2557.182617
	Iteration 16Q: 3 clusters Score -276824.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -276846.843750 Penalty: 2557.182617
	Iteration 17Q: 3 clusters Score -276846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -276859.781250 Penalty: 2557.182617
	Iteration 18Q: 3 clusters Score -276859.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -276874.312500 Penalty: 2557.182617
	Iteration 19Q: 3 clusters Score -276874.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -276887.000000 Penalty: 2557.182617
	Iteration 20F: 3 clusters Score -276887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -276895.531250 Penalty: 2557.182617
	Iteration 21Q: 3 clusters Score -276895.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -276899.718750 Penalty: 2557.182617
	Iteration 22Q: 3 clusters Score -276899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -276903.062500 Penalty: 2557.182617
	Iteration 23Q: 3 clusters Score -276903.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -276907.218750 Penalty: 2557.182617
	Iteration 24Q: 3 clusters Score -276907.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -276910.718750 Penalty: 2557.182617
	Iteration 25Q: 3 clusters Score -276910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -276914.562500 Penalty: 2557.182617
	Iteration 26Q: 3 clusters Score -276914.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -276918.750000 Penalty: 2557.182617
	Iteration 27Q: 3 clusters Score -276918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -276923.343750 Penalty: 2557.182617
	Iteration 28Q: 3 clusters Score -276923.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -276927.750000 Penalty: 2557.182617
	Iteration 29Q: 3 clusters Score -276927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -276929.812500 Penalty: 2557.182617
	Iteration 30Q: 3 clusters Score -276929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -276930.843750 Penalty: 2557.182617
	Iteration 31Q: 3 clusters Score -276930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -276933.281250 Penalty: 2557.182617
	Iteration 32Q: 3 clusters Score -276933.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -276936.031250 Penalty: 2557.182617
	Iteration 33Q: 3 clusters Score -276936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -276939.562500 Penalty: 2557.182617
	Iteration 34Q: 3 clusters Score -276939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -276942.625000 Penalty: 2557.182617
	Iteration 35Q: 3 clusters Score -276942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -276948.875000 Penalty: 2557.182617
	Iteration 36Q: 3 clusters Score -276948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -276956.625000 Penalty: 2557.182617
	Iteration 37Q: 3 clusters Score -276956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -276965.500000 Penalty: 2557.182617
	Iteration 38Q: 3 clusters Score -276965.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -276974.593750 Penalty: 2557.182617
	Iteration 39Q: 3 clusters Score -276974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -276983.375000 Penalty: 2557.182617
	Iteration 40F: 3 clusters Score -276983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -276986.812500 Penalty: 2557.182617
	Iteration 41Q: 3 clusters Score -276986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -276987.875000 Penalty: 2557.182617
	Iteration 42Q: 3 clusters Score -276987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -276987.875000 Penalty: 2557.182617
	Iteration 43F: 3 clusters Score -276987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -403037.500000 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -403037.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -399813.781250 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -399813.8 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -400631.093750 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -400631.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -400784.125000 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -400784.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -400879.500000 Penalty: 2680.686768
	Iteration 3F: 3 clusters Score -400879.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -400948.000000 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -400948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -400999.625000 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -400999.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -401032.875000 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -401032.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -401057.625000 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -401057.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -401075.468750 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -401075.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -401089.281250 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -401089.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -401101.593750 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -401101.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -401112.437500 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -401112.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -401117.875000 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -401117.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -401121.812500 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -401121.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -401124.937500 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -401124.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -401131.375000 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -401131.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -401138.125000 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -401138.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -401144.625000 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -401144.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -401148.687500 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -401148.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -401152.468750 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -401152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -401154.593750 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -401154.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -401160.937500 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -401160.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -401166.562500 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -401166.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -401172.562500 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -401172.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -401178.500000 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -401178.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -401187.125000 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -401187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -401192.718750 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -401192.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -401196.593750 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -401196.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -401202.468750 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -401202.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -401206.875000 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -401206.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -401210.281250 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -401210.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -401216.656250 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -401216.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -401222.843750 Penalty: 2680.686768
	Iteration 32Q: 3 clusters Score -401222.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -401226.562500 Penalty: 2680.686768
	Iteration 33Q: 3 clusters Score -401226.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -401229.593750 Penalty: 2680.686768
	Iteration 34Q: 3 clusters Score -401229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -401232.312500 Penalty: 2680.686768
	Iteration 35Q: 3 clusters Score -401232.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -401234.812500 Penalty: 2680.686768
	Iteration 36Q: 3 clusters Score -401234.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -401240.031250 Penalty: 2680.686768
	Iteration 37Q: 3 clusters Score -401240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -401247.875000 Penalty: 2680.686768
	Iteration 38Q: 3 clusters Score -401247.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -401255.656250 Penalty: 2680.686768
	Iteration 39Q: 3 clusters Score -401255.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -401261.031250 Penalty: 2680.686768
	Iteration 40F: 3 clusters Score -401261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -401266.656250 Penalty: 2680.686768
	Iteration 41Q: 3 clusters Score -401266.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -401275.000000 Penalty: 2680.686768
	Iteration 42Q: 3 clusters Score -401275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -401283.312500 Penalty: 2680.686768
	Iteration 43Q: 3 clusters Score -401283.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -401294.156250 Penalty: 2680.686768
	Iteration 44Q: 3 clusters Score -401294.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -401306.875000 Penalty: 2680.686768
	Iteration 45Q: 3 clusters Score -401306.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -401321.125000 Penalty: 2680.686768
	Iteration 46Q: 3 clusters Score -401321.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -401343.343750 Penalty: 2680.686768
	Iteration 47Q: 3 clusters Score -401343.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -401367.593750 Penalty: 2680.686768
	Iteration 48Q: 3 clusters Score -401367.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -401395.093750 Penalty: 2680.686768
	Iteration 49Q: 3 clusters Score -401395.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -401420.750000 Penalty: 2680.686768
	Iteration 50Q: 3 clusters Score -401420.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -401451.500000 Penalty: 2680.686768
	Iteration 51Q: 3 clusters Score -401451.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -401488.031250 Penalty: 2680.686768
	Iteration 52Q: 3 clusters Score -401488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -401539.093750 Penalty: 2680.686768
	Iteration 53Q: 3 clusters Score -401539.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -401601.531250 Penalty: 2680.686768
	Iteration 54Q: 3 clusters Score -401601.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -401744.843750 Penalty: 2680.686768
	Iteration 55Q: 3 clusters Score -401744.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -401989.000000 Penalty: 2680.686768
	Iteration 56Q: 3 clusters Score -401989 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -402119.437500 Penalty: 2680.686768
	Iteration 57Q: 3 clusters Score -402119.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -402183.843750 Penalty: 2680.686768
	Iteration 58Q: 3 clusters Score -402183.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -402226.250000 Penalty: 2680.686768
	Iteration 59Q: 3 clusters Score -402226.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -402255.000000 Penalty: 2680.686768
	Iteration 60F: 3 clusters Score -402255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -402285.937500 Penalty: 2680.686768
	Iteration 61Q: 3 clusters Score -402285.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -402329.593750 Penalty: 2680.686768
	Iteration 62Q: 3 clusters Score -402329.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -402388.656250 Penalty: 2680.686768
	Iteration 63Q: 3 clusters Score -402388.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -402435.375000 Penalty: 2680.686768
	Iteration 64Q: 3 clusters Score -402435.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -402473.968750 Penalty: 2680.686768
	Iteration 65Q: 3 clusters Score -402474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -402508.375000 Penalty: 2680.686768
	Iteration 66Q: 3 clusters Score -402508.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -402538.562500 Penalty: 2680.686768
	Iteration 67Q: 3 clusters Score -402538.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -402582.187500 Penalty: 2680.686768
	Iteration 68Q: 3 clusters Score -402582.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -402631.437500 Penalty: 2680.686768
	Iteration 69Q: 3 clusters Score -402631.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -402693.625000 Penalty: 2680.686768
	Iteration 70Q: 3 clusters Score -402693.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -402764.843750 Penalty: 2680.686768
	Iteration 71Q: 3 clusters Score -402764.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -402849.031250 Penalty: 2680.686768
	Iteration 72Q: 3 clusters Score -402849 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -402983.500000 Penalty: 2680.686768
	Iteration 73Q: 3 clusters Score -402983.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -403120.093750 Penalty: 2680.686768
	Iteration 74Q: 3 clusters Score -403120.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -403232.500000 Penalty: 2680.686768
	Iteration 75Q: 3 clusters Score -403232.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -403324.500000 Penalty: 2680.686768
	Iteration 76Q: 3 clusters Score -403324.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -403391.343750 Penalty: 2680.686768
	Iteration 77Q: 3 clusters Score -403391.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -403435.156250 Penalty: 2680.686768
	Iteration 78Q: 3 clusters Score -403435.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -403454.625000 Penalty: 2680.686768
	Iteration 79Q: 3 clusters Score -403454.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -403547.343750 Penalty: 2680.686768
	Iteration 80F: 3 clusters Score -403547.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -403672.406250 Penalty: 2680.686768
	Iteration 81Q: 3 clusters Score -403672.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -403741.156250 Penalty: 2680.686768
	Iteration 82Q: 3 clusters Score -403741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -403775.375000 Penalty: 2680.686768
	Iteration 83Q: 3 clusters Score -403775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -403791.187500 Penalty: 2680.686768
	Iteration 84Q: 3 clusters Score -403791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -403795.312500 Penalty: 2680.686768
	Iteration 85Q: 3 clusters Score -403795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -403796.531250 Penalty: 2680.686768
	Iteration 86Q: 3 clusters Score -403796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -403796.531250 Penalty: 2680.686768
	Iteration 87F: 3 clusters Score -403796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 234089 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 8 contains 81025 members 
Mstep: Class 9 contains 863 members 
Mstep: Class 10 contains 470 members 
Mstep: Class 12 contains 53590 members 
Mstep: Class 13 contains 302104 members 
Mstep: Class 14 contains 31994 members 
Mstep: Class 16 contains 74413 members 
Mstep: Class 19 contains 43098 members 
Entering Unmasked Estep 
Score: -93821736.000000 Penalty: 31148.474609
Splitting cluster 7 changes total score from -93821440.000000 to -93821736.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (81025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Entering Unmasked Estep 
Score: -8850821.000000 Penalty: 1836.658325
	Iteration 0F: 2 clusters Score -8850821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -8796796.000000 Penalty: 3673.316650
	Iteration 0F: 3 clusters Score -8796796 nChanged 38506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -8819067.000000 Penalty: 3673.316650
	Iteration 1F: 3 clusters Score -8819067 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -8819766.000000 Penalty: 3673.316650
	Iteration 2Q: 3 clusters Score -8819766 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -8820823.000000 Penalty: 3673.316650
	Iteration 3Q: 3 clusters Score -8820823 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -8822558.000000 Penalty: 3673.316650
	Iteration 4Q: 3 clusters Score -8822558 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -8825329.000000 Penalty: 3673.316650
	Iteration 5F: 3 clusters Score -8825329 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -8829439.000000 Penalty: 3673.316650
	Iteration 6F: 3 clusters Score -8829439 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -8834046.000000 Penalty: 3673.316650
	Iteration 7F: 3 clusters Score -8834046 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -8837930.000000 Penalty: 3673.316650
	Iteration 8F: 3 clusters Score -8837930 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -8840550.000000 Penalty: 3673.316650
	Iteration 9Q: 3 clusters Score -8840550 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -8842170.000000 Penalty: 3673.316650
	Iteration 10Q: 3 clusters Score -8842170 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -8843140.000000 Penalty: 3673.316650
	Iteration 11Q: 3 clusters Score -8843140 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -8843895.000000 Penalty: 3673.316650
	Iteration 12Q: 3 clusters Score -8843895 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -8844458.000000 Penalty: 3673.316650
	Iteration 13Q: 3 clusters Score -8844458 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -8845011.000000 Penalty: 3673.316650
	Iteration 14Q: 3 clusters Score -8845011 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -8845525.000000 Penalty: 3673.316650
	Iteration 15Q: 3 clusters Score -8845525 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -8846041.000000 Penalty: 3673.316650
	Iteration 16Q: 3 clusters Score -8846041 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -8846533.000000 Penalty: 3673.316650
	Iteration 17Q: 3 clusters Score -8846533 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -8846916.000000 Penalty: 3673.316650
	Iteration 18Q: 3 clusters Score -8846916 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -8847304.000000 Penalty: 3673.316650
	Iteration 19Q: 3 clusters Score -8847304 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8847616.000000 Penalty: 3673.316650
	Iteration 20F: 3 clusters Score -8847616 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8847894.000000 Penalty: 3673.316650
	Iteration 21Q: 3 clusters Score -8847894 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8848122.000000 Penalty: 3673.316650
	Iteration 22Q: 3 clusters Score -8848122 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8848342.000000 Penalty: 3673.316650
	Iteration 23Q: 3 clusters Score -8848342 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8848536.000000 Penalty: 3673.316650
	Iteration 24Q: 3 clusters Score -8848536 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8848662.000000 Penalty: 3673.316650
	Iteration 25Q: 3 clusters Score -8848662 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8848787.000000 Penalty: 3673.316650
	Iteration 26Q: 3 clusters Score -8848787 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8848868.000000 Penalty: 3673.316650
	Iteration 27Q: 3 clusters Score -8848868 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8848907.000000 Penalty: 3673.316650
	Iteration 28Q: 3 clusters Score -8848907 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8848932.000000 Penalty: 3673.316650
	Iteration 29Q: 3 clusters Score -8848932 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8848989.000000 Penalty: 3673.316650
	Iteration 30Q: 3 clusters Score -8848989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8849012.000000 Penalty: 3673.316650
	Iteration 31Q: 3 clusters Score -8849012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8849022.000000 Penalty: 3673.316650
	Iteration 32Q: 3 clusters Score -8849022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8849057.000000 Penalty: 3673.316650
	Iteration 33Q: 3 clusters Score -8849057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8849084.000000 Penalty: 3673.316650
	Iteration 34Q: 3 clusters Score -8849084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8849093.000000 Penalty: 3673.316650
	Iteration 35Q: 3 clusters Score -8849093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8849123.000000 Penalty: 3673.316650
	Iteration 36Q: 3 clusters Score -8849123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8849139.000000 Penalty: 3673.316650
	Iteration 37Q: 3 clusters Score -8849139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8849166.000000 Penalty: 3673.316650
	Iteration 38Q: 3 clusters Score -8849166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8849174.000000 Penalty: 3673.316650
	Iteration 39Q: 3 clusters Score -8849174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8849190.000000 Penalty: 3673.316650
	Iteration 40F: 3 clusters Score -8849190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8849207.000000 Penalty: 3673.316650
	Iteration 41Q: 3 clusters Score -8849207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8849228.000000 Penalty: 3673.316650
	Iteration 42Q: 3 clusters Score -8849228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8849247.000000 Penalty: 3673.316650
	Iteration 43Q: 3 clusters Score -8849247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8849249.000000 Penalty: 3673.316650
	Iteration 44Q: 3 clusters Score -8849249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8849249.000000 Penalty: 3673.316650
	Iteration 45Q: 3 clusters Score -8849249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8849265.000000 Penalty: 3673.316650
	Iteration 46Q: 3 clusters Score -8849265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8849259.000000 Penalty: 3673.316650
	Iteration 47Q: 3 clusters Score -8849259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8849275.000000 Penalty: 3673.316650
	Iteration 48Q: 3 clusters Score -8849275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8849281.000000 Penalty: 3673.316650
	Iteration 49Q: 3 clusters Score -8849281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8849277.000000 Penalty: 3673.316650
	Iteration 50Q: 3 clusters Score -8849277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8849272.000000 Penalty: 3673.316650
	Iteration 51Q: 3 clusters Score -8849272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8849289.000000 Penalty: 3673.316650
	Iteration 52Q: 3 clusters Score -8849289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8849289.000000 Penalty: 3673.316650
	Iteration 53Q: 3 clusters Score -8849289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8849286.000000 Penalty: 3673.316650
	Iteration 54Q: 3 clusters Score -8849286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8849291.000000 Penalty: 3673.316650
	Iteration 55Q: 3 clusters Score -8849291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8849288.000000 Penalty: 3673.316650
	Iteration 56Q: 3 clusters Score -8849288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8849299.000000 Penalty: 3673.316650
	Iteration 57Q: 3 clusters Score -8849299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8849288.000000 Penalty: 3673.316650
	Iteration 58Q: 3 clusters Score -8849288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8849289.000000 Penalty: 3673.316650
	Iteration 59Q: 3 clusters Score -8849289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8849289.000000 Penalty: 3673.316650
	Iteration 60F: 3 clusters Score -8849289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -81580.625000 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -81580.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80311.531250 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -80311.53 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80747.664062 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -80747.66 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80957.703125 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -80957.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81063.312500 Penalty: 2197.134766
	Iteration 3F: 3 clusters Score -81063.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81146.031250 Penalty: 2197.134766
	Iteration 4Q: 3 clusters Score -81146.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81215.640625 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -81215.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81260.929688 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -81260.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81301.835938 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -81301.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81329.406250 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -81329.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81348.351562 Penalty: 2197.134766
	Iteration 9Q: 3 clusters Score -81348.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81361.250000 Penalty: 2197.134766
	Iteration 10Q: 3 clusters Score -81361.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81364.968750 Penalty: 2197.134766
	Iteration 11Q: 3 clusters Score -81364.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81368.585938 Penalty: 2197.134766
	Iteration 12Q: 3 clusters Score -81368.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81369.070312 Penalty: 2197.134766
	Iteration 13Q: 3 clusters Score -81369.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81370.234375 Penalty: 2197.134766
	Iteration 14Q: 3 clusters Score -81370.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81371.171875 Penalty: 2197.134766
	Iteration 15Q: 3 clusters Score -81371.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81371.171875 Penalty: 2197.134766
	Iteration 16F: 3 clusters Score -81371.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -48387.304688 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -48387.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47311.250000 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -47311.25 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47432.562500 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -47432.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47468.410156 Penalty: 1999.638184
	Iteration 2Q: 3 clusters Score -47468.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47485.359375 Penalty: 1999.638184
	Iteration 3Q: 3 clusters Score -47485.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47494.746094 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -47494.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47495.207031 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -47495.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47495.207031 Penalty: 1999.638184
	Iteration 6F: 3 clusters Score -47495.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Entering Unmasked Estep 
Score: -5601920.500000 Penalty: 1769.481689
	Iteration 0F: 2 clusters Score -5601920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -5566246.000000 Penalty: 3538.963379
	Iteration 0F: 3 clusters Score -5566246 nChanged 25208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -5582584.500000 Penalty: 3538.963379
	Iteration 1F: 3 clusters Score -5582584 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -5586488.000000 Penalty: 3538.963379
	Iteration 2F: 3 clusters Score -5586488 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -5592073.500000 Penalty: 3538.963379
	Iteration 3F: 3 clusters Score -5592074 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -5597237.500000 Penalty: 3538.963379
	Iteration 4F: 3 clusters Score -5597238 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5600630.500000 Penalty: 3538.963379
	Iteration 5F: 3 clusters Score -5600630 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -5602500.500000 Penalty: 3538.963379
	Iteration 6Q: 3 clusters Score -5602500 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -5603841.500000 Penalty: 3538.963379
	Iteration 7Q: 3 clusters Score -5603842 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -5604986.500000 Penalty: 3538.963379
	Iteration 8Q: 3 clusters Score -5604986 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -5605707.500000 Penalty: 3538.963379
	Iteration 9Q: 3 clusters Score -5605708 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -5605890.000000 Penalty: 3538.963379
	Iteration 10Q: 3 clusters Score -5605890 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -5606015.000000 Penalty: 3538.963379
	Iteration 11Q: 3 clusters Score -5606015 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -5606050.500000 Penalty: 3538.963379
	Iteration 12Q: 3 clusters Score -5606050 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -5606071.500000 Penalty: 3538.963379
	Iteration 13Q: 3 clusters Score -5606072 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -5606091.000000 Penalty: 3538.963379
	Iteration 14Q: 3 clusters Score -5606091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -5606104.500000 Penalty: 3538.963379
	Iteration 15Q: 3 clusters Score -5606104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -5606114.500000 Penalty: 3538.963379
	Iteration 16Q: 3 clusters Score -5606114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -5606114.000000 Penalty: 3538.963379
	Iteration 17Q: 3 clusters Score -5606114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -5606119.500000 Penalty: 3538.963379
	Iteration 18Q: 3 clusters Score -5606120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -5606123.000000 Penalty: 3538.963379
	Iteration 19Q: 3 clusters Score -5606123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -5606105.500000 Penalty: 3538.963379
	Iteration 20F: 3 clusters Score -5606106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -5606111.000000 Penalty: 3538.963379
	Iteration 21Q: 3 clusters Score -5606111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -5606111.500000 Penalty: 3538.963379
	Iteration 22Q: 3 clusters Score -5606112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -5606121.500000 Penalty: 3538.963379
	Iteration 23Q: 3 clusters Score -5606122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -5606129.000000 Penalty: 3538.963379
	Iteration 24Q: 3 clusters Score -5606129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -5606125.500000 Penalty: 3538.963379
	Iteration 25Q: 3 clusters Score -5606126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -5606130.500000 Penalty: 3538.963379
	Iteration 26Q: 3 clusters Score -5606130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -5606129.000000 Penalty: 3538.963379
	Iteration 27Q: 3 clusters Score -5606129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -5606126.500000 Penalty: 3538.963379
	Iteration 28Q: 3 clusters Score -5606126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -5606122.500000 Penalty: 3538.963379
	Iteration 29Q: 3 clusters Score -5606122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -5606129.000000 Penalty: 3538.963379
	Iteration 30Q: 3 clusters Score -5606129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -5606124.500000 Penalty: 3538.963379
	Iteration 31Q: 3 clusters Score -5606124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -5606118.000000 Penalty: 3538.963379
	Iteration 32Q: 3 clusters Score -5606118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -5606118.000000 Penalty: 3538.963379
	Iteration 33F: 3 clusters Score -5606118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 234089 members 
Mstep: Class 5 contains 50881 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 8 contains 81025 members 
Mstep: Class 9 contains 863 members 
Mstep: Class 10 contains 470 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 302104 members 
Mstep: Class 14 contains 31994 members 
Mstep: Class 16 contains 74413 members 
Mstep: Class 19 contains 43098 members 
Entering Unmasked Estep 
Score: -93824720.000000 Penalty: 33373.367188
Splitting cluster 12 changes total score from -93821440.000000 to -93824720.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (302104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302104 members 
Entering Unmasked Estep 
Score: -32576624.000000 Penalty: 2050.510498
	Iteration 0F: 2 clusters Score -3.257662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 150885 members 
Entering Unmasked Estep 
Score: -32388786.000000 Penalty: 4101.020996
	Iteration 0F: 3 clusters Score -3.238879e+07 nChanged 147265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154766 members 
Mstep: Class 2 contains 147338 members 
Entering Unmasked Estep 
Score: -32477040.000000 Penalty: 4101.020996
	Iteration 1F: 3 clusters Score -3.247704e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157297 members 
Mstep: Class 2 contains 144807 members 
Entering Unmasked Estep 
Score: -32478650.000000 Penalty: 4101.020996
	Iteration 2Q: 3 clusters Score -3.247865e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161246 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -32480874.000000 Penalty: 4101.020996
	Iteration 3Q: 3 clusters Score -3.248087e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167370 members 
Mstep: Class 2 contains 134734 members 
Entering Unmasked Estep 
Score: -32483896.000000 Penalty: 4101.020996
	Iteration 4Q: 3 clusters Score -3.24839e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176049 members 
Mstep: Class 2 contains 126055 members 
Entering Unmasked Estep 
Score: -32489208.000000 Penalty: 4101.020996
	Iteration 5Q: 3 clusters Score -3.248921e+07 nChanged 15895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187606 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -32496244.000000 Penalty: 4101.020996
	Iteration 6F: 3 clusters Score -3.249624e+07 nChanged 18517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201499 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -32506156.000000 Penalty: 4101.020996
	Iteration 7F: 3 clusters Score -3.250616e+07 nChanged 19577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215462 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -32518982.000000 Penalty: 4101.020996
	Iteration 8F: 3 clusters Score -3.251898e+07 nChanged 18129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226491 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -32530870.000000 Penalty: 4101.020996
	Iteration 9F: 3 clusters Score -3.253087e+07 nChanged 14744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233157 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -32538804.000000 Penalty: 4101.020996
	Iteration 10Q: 3 clusters Score -3.25388e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236958 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -32542518.000000 Penalty: 4101.020996
	Iteration 11Q: 3 clusters Score -3.254252e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240027 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -32544236.000000 Penalty: 4101.020996
	Iteration 12Q: 3 clusters Score -3.254424e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242914 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -32545006.000000 Penalty: 4101.020996
	Iteration 13Q: 3 clusters Score -3.254501e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245851 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -32545700.000000 Penalty: 4101.020996
	Iteration 14Q: 3 clusters Score -3.25457e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248725 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -32546092.000000 Penalty: 4101.020996
	Iteration 15Q: 3 clusters Score -3.254609e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251584 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -32546830.000000 Penalty: 4101.020996
	Iteration 16Q: 3 clusters Score -3.254683e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254435 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -32547344.000000 Penalty: 4101.020996
	Iteration 17Q: 3 clusters Score -3.254734e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257365 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -32548094.000000 Penalty: 4101.020996
	Iteration 18Q: 3 clusters Score -3.254809e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260264 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -32548822.000000 Penalty: 4101.020996
	Iteration 19Q: 3 clusters Score -3.254882e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263192 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -32549674.000000 Penalty: 4101.020996
	Iteration 20F: 3 clusters Score -3.254967e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266106 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -32550586.000000 Penalty: 4101.020996
	Iteration 21Q: 3 clusters Score -3.255059e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269151 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -32551500.000000 Penalty: 4101.020996
	Iteration 22Q: 3 clusters Score -3.25515e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272152 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -32552288.000000 Penalty: 4101.020996
	Iteration 23Q: 3 clusters Score -3.255229e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275128 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -32553236.000000 Penalty: 4101.020996
	Iteration 24Q: 3 clusters Score -3.255324e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278031 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -32555062.000000 Penalty: 4101.020996
	Iteration 25Q: 3 clusters Score -3.255506e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281000 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -32556724.000000 Penalty: 4101.020996
	Iteration 26Q: 3 clusters Score -3.255672e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283947 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -32558448.000000 Penalty: 4101.020996
	Iteration 27Q: 3 clusters Score -3.255845e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286795 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -32561106.000000 Penalty: 4101.020996
	Iteration 28Q: 3 clusters Score -3.256111e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289579 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -32563402.000000 Penalty: 4101.020996
	Iteration 29Q: 3 clusters Score -3.25634e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292232 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -32565706.000000 Penalty: 4101.020996
	Iteration 30Q: 3 clusters Score -3.256571e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294663 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -32567584.000000 Penalty: 4101.020996
	Iteration 31Q: 3 clusters Score -3.256758e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296819 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -32569476.000000 Penalty: 4101.020996
	Iteration 32Q: 3 clusters Score -3.256948e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298602 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -32571314.000000 Penalty: 4101.020996
	Iteration 33Q: 3 clusters Score -3.257131e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299894 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -32572726.000000 Penalty: 4101.020996
	Iteration 34Q: 3 clusters Score -3.257273e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300715 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -32573720.000000 Penalty: 4101.020996
	Iteration 35Q: 3 clusters Score -3.257372e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301197 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -32574246.000000 Penalty: 4101.020996
	Iteration 36Q: 3 clusters Score -3.257425e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301465 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -32574382.000000 Penalty: 4101.020996
	Iteration 37Q: 3 clusters Score -3.257438e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301619 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -32574500.000000 Penalty: 4101.020996
	Iteration 38Q: 3 clusters Score -3.25745e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301690 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -32574546.000000 Penalty: 4101.020996
	Iteration 39Q: 3 clusters Score -3.257455e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301733 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32574586.000000 Penalty: 4101.020996
	Iteration 40F: 3 clusters Score -3.257459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301756 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -32574630.000000 Penalty: 4101.020996
	Iteration 41Q: 3 clusters Score -3.257463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301772 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32574660.000000 Penalty: 4101.020996
	Iteration 42Q: 3 clusters Score -3.257466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301785 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32574686.000000 Penalty: 4101.020996
	Iteration 43Q: 3 clusters Score -3.257469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301798 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -32574664.000000 Penalty: 4101.020996
	Iteration 44Q: 3 clusters Score -3.257466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301805 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32574670.000000 Penalty: 4101.020996
	Iteration 45Q: 3 clusters Score -3.257467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301812 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32574694.000000 Penalty: 4101.020996
	Iteration 46Q: 3 clusters Score -3.257469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301820 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32574698.000000 Penalty: 4101.020996
	Iteration 47Q: 3 clusters Score -3.25747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301825 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32574702.000000 Penalty: 4101.020996
	Iteration 48Q: 3 clusters Score -3.25747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301832 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32574730.000000 Penalty: 4101.020996
	Iteration 49Q: 3 clusters Score -3.257473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301837 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32574740.000000 Penalty: 4101.020996
	Iteration 50Q: 3 clusters Score -3.257474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301840 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32574744.000000 Penalty: 4101.020996
	Iteration 51Q: 3 clusters Score -3.257474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301848 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32574764.000000 Penalty: 4101.020996
	Iteration 52Q: 3 clusters Score -3.257476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301848 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32574740.000000 Penalty: 4101.020996
	Iteration 53Q: 3 clusters Score -3.257474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301848 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32574734.000000 Penalty: 4101.020996
	Iteration 54Q: 3 clusters Score -3.257473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301849 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32574754.000000 Penalty: 4101.020996
	Iteration 55Q: 3 clusters Score -3.257475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301849 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32574754.000000 Penalty: 4101.020996
	Iteration 56F: 3 clusters Score -3.257475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Entering Unmasked Estep 
Score: -3532116.750000 Penalty: 1685.661865
	Iteration 0F: 2 clusters Score -3532117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3510487.250000 Penalty: 3371.323730
	Iteration 0F: 3 clusters Score -3510487 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3518654.250000 Penalty: 3371.323730
	Iteration 1F: 3 clusters Score -3518654 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3519038.250000 Penalty: 3371.323730
	Iteration 2Q: 3 clusters Score -3519038 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3519364.500000 Penalty: 3371.323730
	Iteration 3Q: 3 clusters Score -3519364 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3519666.750000 Penalty: 3371.323730
	Iteration 4Q: 3 clusters Score -3519667 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3519994.500000 Penalty: 3371.323730
	Iteration 5Q: 3 clusters Score -3519994 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3520455.000000 Penalty: 3371.323730
	Iteration 6Q: 3 clusters Score -3520455 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3521158.500000 Penalty: 3371.323730
	Iteration 7Q: 3 clusters Score -3521158 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3522308.250000 Penalty: 3371.323730
	Iteration 8F: 3 clusters Score -3522308 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -3524018.250000 Penalty: 3371.323730
	Iteration 9F: 3 clusters Score -3524018 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3526168.750000 Penalty: 3371.323730
	Iteration 10F: 3 clusters Score -3526169 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3528150.000000 Penalty: 3371.323730
	Iteration 11F: 3 clusters Score -3528150 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3529579.750000 Penalty: 3371.323730
	Iteration 12Q: 3 clusters Score -3529580 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3530201.000000 Penalty: 3371.323730
	Iteration 13Q: 3 clusters Score -3530201 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3530425.250000 Penalty: 3371.323730
	Iteration 14Q: 3 clusters Score -3530425 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3530507.000000 Penalty: 3371.323730
	Iteration 15Q: 3 clusters Score -3530507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3530556.750000 Penalty: 3371.323730
	Iteration 16Q: 3 clusters Score -3530557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3530581.000000 Penalty: 3371.323730
	Iteration 17Q: 3 clusters Score -3530581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3530602.000000 Penalty: 3371.323730
	Iteration 18Q: 3 clusters Score -3530602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3530621.000000 Penalty: 3371.323730
	Iteration 19Q: 3 clusters Score -3530621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3530634.000000 Penalty: 3371.323730
	Iteration 20F: 3 clusters Score -3530634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3530637.500000 Penalty: 3371.323730
	Iteration 21Q: 3 clusters Score -3530638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3530637.750000 Penalty: 3371.323730
	Iteration 22Q: 3 clusters Score -3530638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3530636.000000 Penalty: 3371.323730
	Iteration 23Q: 3 clusters Score -3530636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3530637.750000 Penalty: 3371.323730
	Iteration 24Q: 3 clusters Score -3530638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3530643.500000 Penalty: 3371.323730
	Iteration 25Q: 3 clusters Score -3530644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3530644.500000 Penalty: 3371.323730
	Iteration 26Q: 3 clusters Score -3530644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3530650.500000 Penalty: 3371.323730
	Iteration 27Q: 3 clusters Score -3530650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3530650.500000 Penalty: 3371.323730
	Iteration 28F: 3 clusters Score -3530650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Entering Unmasked Estep 
Score: -8149105.000000 Penalty: 1822.825317
	Iteration 0F: 2 clusters Score -8149105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -8099646.500000 Penalty: 3645.650635
	Iteration 0F: 3 clusters Score -8099646 nChanged 35208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -8119617.000000 Penalty: 3645.650635
	Iteration 1F: 3 clusters Score -8119617 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -8120044.500000 Penalty: 3645.650635
	Iteration 2Q: 3 clusters Score -8120044 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -8120613.500000 Penalty: 3645.650635
	Iteration 3Q: 3 clusters Score -8120614 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -8121271.000000 Penalty: 3645.650635
	Iteration 4Q: 3 clusters Score -8121271 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8122245.500000 Penalty: 3645.650635
	Iteration 5Q: 3 clusters Score -8122246 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8123917.000000 Penalty: 3645.650635
	Iteration 6Q: 3 clusters Score -8123917 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -8126457.500000 Penalty: 3645.650635
	Iteration 7F: 3 clusters Score -8126458 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -8130380.000000 Penalty: 3645.650635
	Iteration 8F: 3 clusters Score -8130380 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -8135181.500000 Penalty: 3645.650635
	Iteration 9F: 3 clusters Score -8135182 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -8139425.000000 Penalty: 3645.650635
	Iteration 10F: 3 clusters Score -8139425 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -8142006.500000 Penalty: 3645.650635
	Iteration 11Q: 3 clusters Score -8142006 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -8143574.500000 Penalty: 3645.650635
	Iteration 12Q: 3 clusters Score -8143574 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -8144356.500000 Penalty: 3645.650635
	Iteration 13Q: 3 clusters Score -8144356 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -8144851.000000 Penalty: 3645.650635
	Iteration 14Q: 3 clusters Score -8144851 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -8145273.000000 Penalty: 3645.650635
	Iteration 15Q: 3 clusters Score -8145273 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -8145606.000000 Penalty: 3645.650635
	Iteration 16Q: 3 clusters Score -8145606 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -8145939.000000 Penalty: 3645.650635
	Iteration 17Q: 3 clusters Score -8145939 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -8146245.000000 Penalty: 3645.650635
	Iteration 18Q: 3 clusters Score -8146245 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -8146509.500000 Penalty: 3645.650635
	Iteration 19Q: 3 clusters Score -8146510 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -8146741.000000 Penalty: 3645.650635
	Iteration 20F: 3 clusters Score -8146741 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -8146960.500000 Penalty: 3645.650635
	Iteration 21Q: 3 clusters Score -8146960 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -8147154.000000 Penalty: 3645.650635
	Iteration 22Q: 3 clusters Score -8147154 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -8147298.000000 Penalty: 3645.650635
	Iteration 23Q: 3 clusters Score -8147298 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -8147462.000000 Penalty: 3645.650635
	Iteration 24Q: 3 clusters Score -8147462 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -8147558.000000 Penalty: 3645.650635
	Iteration 25Q: 3 clusters Score -8147558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -8147621.500000 Penalty: 3645.650635
	Iteration 26Q: 3 clusters Score -8147622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -8147682.500000 Penalty: 3645.650635
	Iteration 27Q: 3 clusters Score -8147682 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -8147737.500000 Penalty: 3645.650635
	Iteration 28Q: 3 clusters Score -8147738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -8147774.000000 Penalty: 3645.650635
	Iteration 29Q: 3 clusters Score -8147774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -8147808.000000 Penalty: 3645.650635
	Iteration 30Q: 3 clusters Score -8147808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -8147813.000000 Penalty: 3645.650635
	Iteration 31Q: 3 clusters Score -8147813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -8147833.000000 Penalty: 3645.650635
	Iteration 32Q: 3 clusters Score -8147833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -8147840.000000 Penalty: 3645.650635
	Iteration 33Q: 3 clusters Score -8147840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -8147848.000000 Penalty: 3645.650635
	Iteration 34Q: 3 clusters Score -8147848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -8147862.500000 Penalty: 3645.650635
	Iteration 35Q: 3 clusters Score -8147862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -8147882.000000 Penalty: 3645.650635
	Iteration 36Q: 3 clusters Score -8147882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -8147890.000000 Penalty: 3645.650635
	Iteration 37Q: 3 clusters Score -8147890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 72951 members 
Entering Unmasked Estep 
Score: -8147897.000000 Penalty: 3645.650635
	Iteration 38Q: 3 clusters Score -8147897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 72971 members 
Entering Unmasked Estep 
Score: -8147903.000000 Penalty: 3645.650635
	Iteration 39Q: 3 clusters Score -8147903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -8147893.500000 Penalty: 3645.650635
	Iteration 40F: 3 clusters Score -8147894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -8147903.000000 Penalty: 3645.650635
	Iteration 41Q: 3 clusters Score -8147903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -8147900.500000 Penalty: 3645.650635
	Iteration 42Q: 3 clusters Score -8147900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -8147911.000000 Penalty: 3645.650635
	Iteration 43Q: 3 clusters Score -8147911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -8147922.000000 Penalty: 3645.650635
	Iteration 44Q: 3 clusters Score -8147922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 73051 members 
Entering Unmasked Estep 
Score: -8147923.000000 Penalty: 3645.650635
	Iteration 45Q: 3 clusters Score -8147923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -8147933.000000 Penalty: 3645.650635
	Iteration 46Q: 3 clusters Score -8147933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -8147951.500000 Penalty: 3645.650635
	Iteration 47Q: 3 clusters Score -8147952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -8147949.000000 Penalty: 3645.650635
	Iteration 48Q: 3 clusters Score -8147949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -8147960.000000 Penalty: 3645.650635
	Iteration 49Q: 3 clusters Score -8147960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -8147950.500000 Penalty: 3645.650635
	Iteration 50Q: 3 clusters Score -8147950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -8147959.000000 Penalty: 3645.650635
	Iteration 51Q: 3 clusters Score -8147959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -8147960.500000 Penalty: 3645.650635
	Iteration 52Q: 3 clusters Score -8147960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -8147959.500000 Penalty: 3645.650635
	Iteration 53Q: 3 clusters Score -8147960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -8147957.500000 Penalty: 3645.650635
	Iteration 54Q: 3 clusters Score -8147958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -8147963.000000 Penalty: 3645.650635
	Iteration 55Q: 3 clusters Score -8147963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -8147969.000000 Penalty: 3645.650635
	Iteration 56Q: 3 clusters Score -8147969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -8147968.500000 Penalty: 3645.650635
	Iteration 57Q: 3 clusters Score -8147968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -8147966.500000 Penalty: 3645.650635
	Iteration 58Q: 3 clusters Score -8147966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -8147971.000000 Penalty: 3645.650635
	Iteration 59Q: 3 clusters Score -8147971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -8147972.500000 Penalty: 3645.650635
	Iteration 60F: 3 clusters Score -8147972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Entering Unmasked Estep 
Score: -4584365.000000 Penalty: 1734.075195
	Iteration 0F: 2 clusters Score -4584365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4555385.500000 Penalty: 3468.150391
	Iteration 0F: 3 clusters Score -4555386 nChanged 20194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4567377.000000 Penalty: 3468.150391
	Iteration 1F: 3 clusters Score -4567377 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4568159.500000 Penalty: 3468.150391
	Iteration 2Q: 3 clusters Score -4568160 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4569053.000000 Penalty: 3468.150391
	Iteration 3Q: 3 clusters Score -4569053 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4569950.000000 Penalty: 3468.150391
	Iteration 4Q: 3 clusters Score -4569950 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4570928.000000 Penalty: 3468.150391
	Iteration 5Q: 3 clusters Score -4570928 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4571783.500000 Penalty: 3468.150391
	Iteration 6Q: 3 clusters Score -4571784 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -4572501.000000 Penalty: 3468.150391
	Iteration 7Q: 3 clusters Score -4572501 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -4573007.500000 Penalty: 3468.150391
	Iteration 8Q: 3 clusters Score -4573008 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4573448.500000 Penalty: 3468.150391
	Iteration 9Q: 3 clusters Score -4573448 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4573781.000000 Penalty: 3468.150391
	Iteration 10Q: 3 clusters Score -4573781 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4574073.000000 Penalty: 3468.150391
	Iteration 11Q: 3 clusters Score -4574073 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -4574381.000000 Penalty: 3468.150391
	Iteration 12Q: 3 clusters Score -4574381 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4574639.500000 Penalty: 3468.150391
	Iteration 13Q: 3 clusters Score -4574640 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -4574896.500000 Penalty: 3468.150391
	Iteration 14Q: 3 clusters Score -4574896 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -4575215.500000 Penalty: 3468.150391
	Iteration 15Q: 3 clusters Score -4575216 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -4575492.500000 Penalty: 3468.150391
	Iteration 16Q: 3 clusters Score -4575492 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4575757.000000 Penalty: 3468.150391
	Iteration 17Q: 3 clusters Score -4575757 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -4575998.000000 Penalty: 3468.150391
	Iteration 18Q: 3 clusters Score -4575998 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4576186.000000 Penalty: 3468.150391
	Iteration 19Q: 3 clusters Score -4576186 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4576387.000000 Penalty: 3468.150391
	Iteration 20F: 3 clusters Score -4576387 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4576613.500000 Penalty: 3468.150391
	Iteration 21Q: 3 clusters Score -4576614 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4576883.000000 Penalty: 3468.150391
	Iteration 22Q: 3 clusters Score -4576883 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4577194.500000 Penalty: 3468.150391
	Iteration 23Q: 3 clusters Score -4577194 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -4577494.000000 Penalty: 3468.150391
	Iteration 24Q: 3 clusters Score -4577494 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4577888.000000 Penalty: 3468.150391
	Iteration 25Q: 3 clusters Score -4577888 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4578328.000000 Penalty: 3468.150391
	Iteration 26Q: 3 clusters Score -4578328 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -4578803.500000 Penalty: 3468.150391
	Iteration 27Q: 3 clusters Score -4578804 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -4579351.000000 Penalty: 3468.150391
	Iteration 28Q: 3 clusters Score -4579351 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4579817.500000 Penalty: 3468.150391
	Iteration 29Q: 3 clusters Score -4579818 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -4580295.500000 Penalty: 3468.150391
	Iteration 30Q: 3 clusters Score -4580296 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4580793.500000 Penalty: 3468.150391
	Iteration 31Q: 3 clusters Score -4580794 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4581245.000000 Penalty: 3468.150391
	Iteration 32Q: 3 clusters Score -4581245 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4581658.500000 Penalty: 3468.150391
	Iteration 33Q: 3 clusters Score -4581658 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4582004.500000 Penalty: 3468.150391
	Iteration 34Q: 3 clusters Score -4582004 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -4582289.500000 Penalty: 3468.150391
	Iteration 35Q: 3 clusters Score -4582290 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4582518.000000 Penalty: 3468.150391
	Iteration 36Q: 3 clusters Score -4582518 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4582660.000000 Penalty: 3468.150391
	Iteration 37Q: 3 clusters Score -4582660 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4582768.000000 Penalty: 3468.150391
	Iteration 38Q: 3 clusters Score -4582768 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4582854.500000 Penalty: 3468.150391
	Iteration 39Q: 3 clusters Score -4582854 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4582977.500000 Penalty: 3468.150391
	Iteration 40F: 3 clusters Score -4582978 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4583109.500000 Penalty: 3468.150391
	Iteration 41Q: 3 clusters Score -4583110 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4583242.000000 Penalty: 3468.150391
	Iteration 42Q: 3 clusters Score -4583242 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4583340.000000 Penalty: 3468.150391
	Iteration 43Q: 3 clusters Score -4583340 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4583414.000000 Penalty: 3468.150391
	Iteration 44Q: 3 clusters Score -4583414 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4583445.500000 Penalty: 3468.150391
	Iteration 45Q: 3 clusters Score -4583446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4583478.500000 Penalty: 3468.150391
	Iteration 46Q: 3 clusters Score -4583478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4583510.000000 Penalty: 3468.150391
	Iteration 47Q: 3 clusters Score -4583510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4583532.000000 Penalty: 3468.150391
	Iteration 48Q: 3 clusters Score -4583532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4583539.500000 Penalty: 3468.150391
	Iteration 49Q: 3 clusters Score -4583540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4583566.500000 Penalty: 3468.150391
	Iteration 50Q: 3 clusters Score -4583566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4583580.500000 Penalty: 3468.150391
	Iteration 51Q: 3 clusters Score -4583580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4583596.500000 Penalty: 3468.150391
	Iteration 52Q: 3 clusters Score -4583596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4583594.500000 Penalty: 3468.150391
	Iteration 53Q: 3 clusters Score -4583594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4583600.500000 Penalty: 3468.150391
	Iteration 54Q: 3 clusters Score -4583600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4583607.000000 Penalty: 3468.150391
	Iteration 55Q: 3 clusters Score -4583607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4583608.000000 Penalty: 3468.150391
	Iteration 56Q: 3 clusters Score -4583608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4583616.500000 Penalty: 3468.150391
	Iteration 57Q: 3 clusters Score -4583616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4583617.000000 Penalty: 3468.150391
	Iteration 58Q: 3 clusters Score -4583617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4583621.000000 Penalty: 3468.150391
	Iteration 59Q: 3 clusters Score -4583621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4583626.500000 Penalty: 3468.150391
	Iteration 60F: 3 clusters Score -4583626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4583621.500000 Penalty: 3468.150391
	Iteration 61Q: 3 clusters Score -4583622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4583626.000000 Penalty: 3468.150391
	Iteration 62Q: 3 clusters Score -4583626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4583632.000000 Penalty: 3468.150391
	Iteration 63Q: 3 clusters Score -4583632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4583630.500000 Penalty: 3468.150391
	Iteration 64Q: 3 clusters Score -4583630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4583633.000000 Penalty: 3468.150391
	Iteration 65Q: 3 clusters Score -4583633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4583629.500000 Penalty: 3468.150391
	Iteration 66Q: 3 clusters Score -4583630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4583633.000000 Penalty: 3468.150391
	Iteration 67Q: 3 clusters Score -4583633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4583628.500000 Penalty: 3468.150391
	Iteration 68Q: 3 clusters Score -4583628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4583631.500000 Penalty: 3468.150391
	Iteration 69Q: 3 clusters Score -4583632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4583634.500000 Penalty: 3468.150391
	Iteration 70Q: 3 clusters Score -4583634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4583638.500000 Penalty: 3468.150391
	Iteration 71Q: 3 clusters Score -4583638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4583641.000000 Penalty: 3468.150391
	Iteration 72Q: 3 clusters Score -4583641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4583646.500000 Penalty: 3468.150391
	Iteration 73Q: 3 clusters Score -4583646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4583649.500000 Penalty: 3468.150391
	Iteration 74Q: 3 clusters Score -4583650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4583655.500000 Penalty: 3468.150391
	Iteration 75Q: 3 clusters Score -4583656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4583652.500000 Penalty: 3468.150391
	Iteration 76Q: 3 clusters Score -4583652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4583649.500000 Penalty: 3468.150391
	Iteration 77Q: 3 clusters Score -4583650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4583650.000000 Penalty: 3468.150391
	Iteration 78Q: 3 clusters Score -4583650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4583647.500000 Penalty: 3468.150391
	Iteration 79Q: 3 clusters Score -4583648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4583650.500000 Penalty: 3468.150391
	Iteration 80F: 3 clusters Score -4583650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4583655.000000 Penalty: 3468.150391
	Iteration 81Q: 3 clusters Score -4583655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4583652.500000 Penalty: 3468.150391
	Iteration 82Q: 3 clusters Score -4583652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4583650.500000 Penalty: 3468.150391
	Iteration 83Q: 3 clusters Score -4583650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4583659.000000 Penalty: 3468.150391
	Iteration 84Q: 3 clusters Score -4583659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4583658.000000 Penalty: 3468.150391
	Iteration 85Q: 3 clusters Score -4583658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4583658.500000 Penalty: 3468.150391
	Iteration 86Q: 3 clusters Score -4583658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4583661.500000 Penalty: 3468.150391
	Iteration 87Q: 3 clusters Score -4583662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4583665.500000 Penalty: 3468.150391
	Iteration 88Q: 3 clusters Score -4583666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4583668.000000 Penalty: 3468.150391
	Iteration 89Q: 3 clusters Score -4583668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4583665.000000 Penalty: 3468.150391
	Iteration 90Q: 3 clusters Score -4583665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4583667.000000 Penalty: 3468.150391
	Iteration 91Q: 3 clusters Score -4583667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4583665.500000 Penalty: 3468.150391
	Iteration 92Q: 3 clusters Score -4583666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4583667.000000 Penalty: 3468.150391
	Iteration 93Q: 3 clusters Score -4583667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4583667.000000 Penalty: 3468.150391
	Iteration 94F: 3 clusters Score -4583667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 4 contains 234089 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 8 contains 81025 members 
Mstep: Class 9 contains 863 members 
Mstep: Class 10 contains 470 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 302104 members 
Mstep: Class 14 contains 31994 members 
Mstep: Class 16 contains 74413 members 
Mstep: Class 19 contains 43098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93825744.000000 Penalty: 33373.367188
Iteration 39Q: 16 clusters Score -9.382574e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 39576 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 233490 members 
Mstep: Class 5 contains 52084 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 80768 members 
Mstep: Class 9 contains 842 members 
Mstep: Class 10 contains 470 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 300685 members 
Mstep: Class 14 contains 32253 members 
Mstep: Class 16 contains 74582 members 
Mstep: Class 19 contains 42915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93827792.000000 Penalty: 33373.367188
Iteration 40F: 16 clusters Score -9.382779e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 39941 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 232107 members 
Mstep: Class 5 contains 52843 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 3102 members 
Mstep: Class 8 contains 80389 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 12 contains 2771 members 
Mstep: Class 13 contains 299715 members 
Mstep: Class 14 contains 32810 members 
Mstep: Class 16 contains 74652 members 
Mstep: Class 19 contains 42480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93829800.000000 Penalty: 33373.367188
Iteration 41Q: 16 clusters Score -9.38298e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 40250 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 230745 members 
Mstep: Class 5 contains 53456 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 79909 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 299132 members 
Mstep: Class 14 contains 33298 members 
Mstep: Class 16 contains 74773 members 
Mstep: Class 19 contains 42080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93830520.000000 Penalty: 33373.367188
Iteration 42Q: 16 clusters Score -9.383052e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 40552 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 229444 members 
Mstep: Class 5 contains 53941 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 79413 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 725 members 
Mstep: Class 12 contains 2981 members 
Mstep: Class 13 contains 298775 members 
Mstep: Class 14 contains 33698 members 
Mstep: Class 16 contains 74878 members 
Mstep: Class 19 contains 41790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831304.000000 Penalty: 33373.367188
Iteration 43Q: 16 clusters Score -9.38313e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 40867 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 228256 members 
Mstep: Class 5 contains 54313 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 78978 members 
Mstep: Class 9 contains 693 members 
Mstep: Class 10 contains 741 members 
Mstep: Class 12 contains 3089 members 
Mstep: Class 13 contains 298389 members 
Mstep: Class 14 contains 34054 members 
Mstep: Class 16 contains 74989 members 
Mstep: Class 19 contains 41559 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 16 clusters Score -9.383212e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 41166 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 227192 members 
Mstep: Class 5 contains 54643 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 78541 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 297948 members 
Mstep: Class 14 contains 34379 members 
Mstep: Class 16 contains 75116 members 
Mstep: Class 19 contains 41383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 16 clusters Score -9.383258e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 1554 members 
Mstep: Class 4 contains 226228 members 
Mstep: Class 5 contains 54922 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 78125 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 750 members 
Mstep: Class 12 contains 3258 members 
Mstep: Class 13 contains 297495 members 
Mstep: Class 14 contains 34695 members 
Mstep: Class 16 contains 75229 members 
Mstep: Class 19 contains 41237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832672.000000 Penalty: 33373.367188
Iteration 46Q: 16 clusters Score -9.383267e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 41686 members 
Mstep: Class 3 contains 1560 members 
Mstep: Class 4 contains 225367 members 
Mstep: Class 5 contains 55185 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 77692 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 297014 members 
Mstep: Class 14 contains 34982 members 
Mstep: Class 16 contains 75373 members 
Mstep: Class 19 contains 41118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832880.000000 Penalty: 33373.367188
Iteration 47Q: 16 clusters Score -9.383288e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 41966 members 
Mstep: Class 3 contains 1569 members 
Mstep: Class 4 contains 224715 members 
Mstep: Class 5 contains 55432 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 77261 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 296459 members 
Mstep: Class 14 contains 35214 members 
Mstep: Class 16 contains 75568 members 
Mstep: Class 19 contains 41021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833024.000000 Penalty: 33373.367188
Iteration 48Q: 16 clusters Score -9.383302e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 42265 members 
Mstep: Class 3 contains 1575 members 
Mstep: Class 4 contains 224100 members 
Mstep: Class 5 contains 55651 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 76785 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 750 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 295882 members 
Mstep: Class 14 contains 35423 members 
Mstep: Class 16 contains 75797 members 
Mstep: Class 19 contains 40946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833144.000000 Penalty: 33373.367188
Iteration 49Q: 16 clusters Score -9.383314e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 42513 members 
Mstep: Class 3 contains 1578 members 
Mstep: Class 4 contains 223597 members 
Mstep: Class 5 contains 55828 members 
Mstep: Class 6 contains 2637 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 76333 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 750 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 295262 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 16 contains 76055 members 
Mstep: Class 19 contains 40914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833200.000000 Penalty: 33373.367188
Iteration 50Q: 16 clusters Score -9.38332e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 42761 members 
Mstep: Class 3 contains 1582 members 
Mstep: Class 4 contains 223316 members 
Mstep: Class 5 contains 55961 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 75902 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 750 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 294437 members 
Mstep: Class 14 contains 35793 members 
Mstep: Class 16 contains 76347 members 
Mstep: Class 19 contains 40884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833160.000000 Penalty: 33373.367188
Iteration 51Q: 16 clusters Score -9.383316e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 42995 members 
Mstep: Class 3 contains 1584 members 
Mstep: Class 4 contains 223185 members 
Mstep: Class 5 contains 56076 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 75485 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 293543 members 
Mstep: Class 14 contains 35994 members 
Mstep: Class 16 contains 76616 members 
Mstep: Class 19 contains 40853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833176.000000 Penalty: 33373.367188
Iteration 52Q: 16 clusters Score -9.383318e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 43212 members 
Mstep: Class 3 contains 1585 members 
Mstep: Class 4 contains 223157 members 
Mstep: Class 5 contains 56207 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 75065 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 12 contains 3652 members 
Mstep: Class 13 contains 292572 members 
Mstep: Class 14 contains 36172 members 
Mstep: Class 16 contains 76882 members 
Mstep: Class 19 contains 40855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833328.000000 Penalty: 33373.367188
Iteration 53Q: 16 clusters Score -9.383333e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 43466 members 
Mstep: Class 3 contains 1586 members 
Mstep: Class 4 contains 223237 members 
Mstep: Class 5 contains 56313 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 4019 members 
Mstep: Class 8 contains 74603 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 752 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 291530 members 
Mstep: Class 14 contains 36338 members 
Mstep: Class 16 contains 77156 members 
Mstep: Class 19 contains 40854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833072.000000 Penalty: 33373.367188
Iteration 54Q: 16 clusters Score -9.383307e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 43699 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 223630 members 
Mstep: Class 5 contains 56412 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 4038 members 
Mstep: Class 8 contains 74121 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 12 contains 3716 members 
Mstep: Class 13 contains 290297 members 
Mstep: Class 14 contains 36534 members 
Mstep: Class 16 contains 77429 members 
Mstep: Class 19 contains 40838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832808.000000 Penalty: 33373.367188
Iteration 55Q: 16 clusters Score -9.383281e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 43964 members 
Mstep: Class 3 contains 1598 members 
Mstep: Class 4 contains 224170 members 
Mstep: Class 5 contains 56520 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 4055 members 
Mstep: Class 8 contains 73539 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 12 contains 3741 members 
Mstep: Class 13 contains 288925 members 
Mstep: Class 14 contains 36755 members 
Mstep: Class 16 contains 77717 members 
Mstep: Class 19 contains 40847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832840.000000 Penalty: 33373.367188
Iteration 56Q: 16 clusters Score -9.383284e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 44219 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 224775 members 
Mstep: Class 5 contains 56606 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 4065 members 
Mstep: Class 8 contains 72944 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 287556 members 
Mstep: Class 14 contains 36995 members 
Mstep: Class 16 contains 78027 members 
Mstep: Class 19 contains 40837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832368.000000 Penalty: 33373.367188
Iteration 57Q: 16 clusters Score -9.383237e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 44507 members 
Mstep: Class 3 contains 1605 members 
Mstep: Class 4 contains 225497 members 
Mstep: Class 5 contains 56690 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 8 contains 72285 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 757 members 
Mstep: Class 12 contains 3786 members 
Mstep: Class 13 contains 286065 members 
Mstep: Class 14 contains 37257 members 
Mstep: Class 16 contains 78374 members 
Mstep: Class 19 contains 40838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831808.000000 Penalty: 33373.367188
Iteration 58Q: 16 clusters Score -9.383181e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 44764 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 226399 members 
Mstep: Class 5 contains 56742 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 71666 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 757 members 
Mstep: Class 12 contains 3809 members 
Mstep: Class 13 contains 284408 members 
Mstep: Class 14 contains 37516 members 
Mstep: Class 16 contains 78741 members 
Mstep: Class 19 contains 40832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831352.000000 Penalty: 33373.367188
Iteration 59Q: 16 clusters Score -9.383135e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 45057 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 227441 members 
Mstep: Class 5 contains 56758 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 4110 members 
Mstep: Class 8 contains 71034 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 12 contains 3828 members 
Mstep: Class 13 contains 282558 members 
Mstep: Class 14 contains 37802 members 
Mstep: Class 16 contains 79137 members 
Mstep: Class 19 contains 40831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93830936.000000 Penalty: 33373.367188
Iteration 60F: 16 clusters Score -9.383094e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 45387 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 228197 members 
Mstep: Class 5 contains 56759 members 
Mstep: Class 6 contains 2691 members 
Mstep: Class 7 contains 4122 members 
Mstep: Class 8 contains 70444 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 3844 members 
Mstep: Class 13 contains 280680 members 
Mstep: Class 14 contains 38101 members 
Mstep: Class 16 contains 79555 members 
Mstep: Class 19 contains 40817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831272.000000 Penalty: 33373.367188
Iteration 61Q: 16 clusters Score -9.383127e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 45679 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 228788 members 
Mstep: Class 5 contains 56728 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 4138 members 
Mstep: Class 8 contains 69880 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 12 contains 3854 members 
Mstep: Class 13 contains 279125 members 
Mstep: Class 14 contains 38374 members 
Mstep: Class 16 contains 79932 members 
Mstep: Class 19 contains 40821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831752.000000 Penalty: 33373.367188
Iteration 62Q: 16 clusters Score -9.383175e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 45936 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 229239 members 
Mstep: Class 5 contains 56689 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 4148 members 
Mstep: Class 8 contains 69362 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 774 members 
Mstep: Class 12 contains 3879 members 
Mstep: Class 13 contains 277814 members 
Mstep: Class 14 contains 38672 members 
Mstep: Class 16 contains 80245 members 
Mstep: Class 19 contains 40820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831800.000000 Penalty: 33373.367188
Iteration 63Q: 16 clusters Score -9.38318e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 46199 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 229554 members 
Mstep: Class 5 contains 56671 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 4162 members 
Mstep: Class 8 contains 68906 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 12 contains 3898 members 
Mstep: Class 13 contains 276625 members 
Mstep: Class 14 contains 38971 members 
Mstep: Class 16 contains 80550 members 
Mstep: Class 19 contains 40834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831992.000000 Penalty: 33373.367188
Iteration 64Q: 16 clusters Score -9.383199e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 46484 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 229836 members 
Mstep: Class 5 contains 56670 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 4166 members 
Mstep: Class 8 contains 68486 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 275444 members 
Mstep: Class 14 contains 39258 members 
Mstep: Class 16 contains 80847 members 
Mstep: Class 19 contains 40836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831912.000000 Penalty: 33373.367188
Iteration 65Q: 16 clusters Score -9.383191e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 46726 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 230014 members 
Mstep: Class 5 contains 56679 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 68072 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 274430 members 
Mstep: Class 14 contains 39555 members 
Mstep: Class 16 contains 81136 members 
Mstep: Class 19 contains 40843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831640.000000 Penalty: 33373.367188
Iteration 66Q: 16 clusters Score -9.383164e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 46924 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 230189 members 
Mstep: Class 5 contains 56683 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 67744 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 12 contains 3946 members 
Mstep: Class 13 contains 273480 members 
Mstep: Class 14 contains 39797 members 
Mstep: Class 16 contains 81410 members 
Mstep: Class 19 contains 40851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831712.000000 Penalty: 33373.367188
Iteration 67Q: 16 clusters Score -9.383171e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 47130 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 230358 members 
Mstep: Class 5 contains 56674 members 
Mstep: Class 6 contains 2660 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 67423 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 12 contains 3959 members 
Mstep: Class 13 contains 272625 members 
Mstep: Class 14 contains 39969 members 
Mstep: Class 16 contains 81681 members 
Mstep: Class 19 contains 40868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831744.000000 Penalty: 33373.367188
Iteration 68Q: 16 clusters Score -9.383174e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 47323 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 230499 members 
Mstep: Class 5 contains 56679 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 4204 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 12 contains 3968 members 
Mstep: Class 13 contains 271809 members 
Mstep: Class 14 contains 40153 members 
Mstep: Class 16 contains 81917 members 
Mstep: Class 19 contains 40888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832016.000000 Penalty: 33373.367188
Iteration 69Q: 16 clusters Score -9.383202e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 47515 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 230581 members 
Mstep: Class 5 contains 56677 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 4216 members 
Mstep: Class 8 contains 66915 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 769 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 13 contains 271113 members 
Mstep: Class 14 contains 40301 members 
Mstep: Class 16 contains 82137 members 
Mstep: Class 19 contains 40896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832168.000000 Penalty: 33373.367188
Iteration 70Q: 16 clusters Score -9.383217e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 47707 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 230629 members 
Mstep: Class 5 contains 56685 members 
Mstep: Class 6 contains 2644 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 66681 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 270497 members 
Mstep: Class 14 contains 40459 members 
Mstep: Class 16 contains 82324 members 
Mstep: Class 19 contains 40903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832648.000000 Penalty: 33373.367188
Iteration 71Q: 16 clusters Score -9.383265e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 47859 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 4 contains 230614 members 
Mstep: Class 5 contains 56678 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 4250 members 
Mstep: Class 8 contains 66447 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 3996 members 
Mstep: Class 13 contains 270037 members 
Mstep: Class 14 contains 40601 members 
Mstep: Class 16 contains 82483 members 
Mstep: Class 19 contains 40915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832520.000000 Penalty: 33373.367188
Iteration 72Q: 16 clusters Score -9.383252e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 47999 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 230516 members 
Mstep: Class 5 contains 56679 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 4259 members 
Mstep: Class 8 contains 66220 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4005 members 
Mstep: Class 13 contains 269725 members 
Mstep: Class 14 contains 40728 members 
Mstep: Class 16 contains 82617 members 
Mstep: Class 19 contains 40924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832768.000000 Penalty: 33373.367188
Iteration 73Q: 16 clusters Score -9.383277e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 48136 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 230380 members 
Mstep: Class 5 contains 56659 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 4273 members 
Mstep: Class 8 contains 65994 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 12 contains 4009 members 
Mstep: Class 13 contains 269498 members 
Mstep: Class 14 contains 40831 members 
Mstep: Class 16 contains 82765 members 
Mstep: Class 19 contains 40933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832792.000000 Penalty: 33373.367188
Iteration 74Q: 16 clusters Score -9.383279e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 48257 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 230224 members 
Mstep: Class 5 contains 56650 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 4281 members 
Mstep: Class 8 contains 65787 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 269353 members 
Mstep: Class 14 contains 40930 members 
Mstep: Class 16 contains 82880 members 
Mstep: Class 19 contains 40944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832792.000000 Penalty: 33373.367188
Iteration 75Q: 16 clusters Score -9.383279e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 48358 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 230052 members 
Mstep: Class 5 contains 56626 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 65599 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 12 contains 4015 members 
Mstep: Class 13 contains 269311 members 
Mstep: Class 14 contains 41001 members 
Mstep: Class 16 contains 82984 members 
Mstep: Class 19 contains 40949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832808.000000 Penalty: 33373.367188
Iteration 76Q: 16 clusters Score -9.383281e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 48460 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 229839 members 
Mstep: Class 5 contains 56607 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 65428 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 269266 members 
Mstep: Class 14 contains 41085 members 
Mstep: Class 16 contains 83095 members 
Mstep: Class 19 contains 40951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832648.000000 Penalty: 33373.367188
Iteration 77Q: 16 clusters Score -9.383265e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 48550 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 229651 members 
Mstep: Class 5 contains 56578 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 4302 members 
Mstep: Class 8 contains 65249 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4021 members 
Mstep: Class 13 contains 269219 members 
Mstep: Class 14 contains 41172 members 
Mstep: Class 16 contains 83210 members 
Mstep: Class 19 contains 40964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832920.000000 Penalty: 33373.367188
Iteration 78Q: 16 clusters Score -9.383292e+07 nChanged 1010
Entering ConstructFrom: 
Score: -93832920.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (35011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Entering Unmasked Estep 
Score: -3857254.250000 Penalty: 1700.305420
	Iteration 0F: 2 clusters Score -3857254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3833827.500000 Penalty: 3400.610840
	Iteration 0F: 3 clusters Score -3833828 nChanged 16024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3842603.500000 Penalty: 3400.610840
	Iteration 1F: 3 clusters Score -3842604 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3842967.750000 Penalty: 3400.610840
	Iteration 2Q: 3 clusters Score -3842968 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3843330.750000 Penalty: 3400.610840
	Iteration 3Q: 3 clusters Score -3843331 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3843750.250000 Penalty: 3400.610840
	Iteration 4Q: 3 clusters Score -3843750 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3844296.250000 Penalty: 3400.610840
	Iteration 5Q: 3 clusters Score -3844296 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3845177.000000 Penalty: 3400.610840
	Iteration 6Q: 3 clusters Score -3845177 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3846443.500000 Penalty: 3400.610840
	Iteration 7F: 3 clusters Score -3846444 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3848264.250000 Penalty: 3400.610840
	Iteration 8F: 3 clusters Score -3848264 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3850458.250000 Penalty: 3400.610840
	Iteration 9F: 3 clusters Score -3850458 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3852439.500000 Penalty: 3400.610840
	Iteration 10F: 3 clusters Score -3852440 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3853734.000000 Penalty: 3400.610840
	Iteration 11Q: 3 clusters Score -3853734 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3854494.500000 Penalty: 3400.610840
	Iteration 12Q: 3 clusters Score -3854494 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3854907.500000 Penalty: 3400.610840
	Iteration 13Q: 3 clusters Score -3854908 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3855151.250000 Penalty: 3400.610840
	Iteration 14Q: 3 clusters Score -3855151 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3855325.000000 Penalty: 3400.610840
	Iteration 15Q: 3 clusters Score -3855325 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3855427.750000 Penalty: 3400.610840
	Iteration 16Q: 3 clusters Score -3855428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3855497.000000 Penalty: 3400.610840
	Iteration 17Q: 3 clusters Score -3855497 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3855541.250000 Penalty: 3400.610840
	Iteration 18Q: 3 clusters Score -3855541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3855573.500000 Penalty: 3400.610840
	Iteration 19Q: 3 clusters Score -3855574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3855604.500000 Penalty: 3400.610840
	Iteration 20F: 3 clusters Score -3855604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3855623.750000 Penalty: 3400.610840
	Iteration 21Q: 3 clusters Score -3855624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3855643.750000 Penalty: 3400.610840
	Iteration 22Q: 3 clusters Score -3855644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3855672.250000 Penalty: 3400.610840
	Iteration 23Q: 3 clusters Score -3855672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3855691.250000 Penalty: 3400.610840
	Iteration 24Q: 3 clusters Score -3855691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3855700.000000 Penalty: 3400.610840
	Iteration 25Q: 3 clusters Score -3855700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3855711.250000 Penalty: 3400.610840
	Iteration 26Q: 3 clusters Score -3855711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3855731.500000 Penalty: 3400.610840
	Iteration 27Q: 3 clusters Score -3855732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3855743.000000 Penalty: 3400.610840
	Iteration 28Q: 3 clusters Score -3855743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3855754.000000 Penalty: 3400.610840
	Iteration 29Q: 3 clusters Score -3855754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3855762.750000 Penalty: 3400.610840
	Iteration 30Q: 3 clusters Score -3855763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3855779.250000 Penalty: 3400.610840
	Iteration 31Q: 3 clusters Score -3855779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3855784.000000 Penalty: 3400.610840
	Iteration 32Q: 3 clusters Score -3855784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3855800.000000 Penalty: 3400.610840
	Iteration 33Q: 3 clusters Score -3855800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3855807.000000 Penalty: 3400.610840
	Iteration 34Q: 3 clusters Score -3855807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3855803.000000 Penalty: 3400.610840
	Iteration 35Q: 3 clusters Score -3855803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3855806.500000 Penalty: 3400.610840
	Iteration 36Q: 3 clusters Score -3855806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3855811.000000 Penalty: 3400.610840
	Iteration 37Q: 3 clusters Score -3855811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3855815.750000 Penalty: 3400.610840
	Iteration 38Q: 3 clusters Score -3855816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3855815.250000 Penalty: 3400.610840
	Iteration 39Q: 3 clusters Score -3855815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3855817.500000 Penalty: 3400.610840
	Iteration 40F: 3 clusters Score -3855818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3855822.000000 Penalty: 3400.610840
	Iteration 41Q: 3 clusters Score -3855822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3855818.250000 Penalty: 3400.610840
	Iteration 42Q: 3 clusters Score -3855818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3855818.250000 Penalty: 3400.610840
	Iteration 43F: 3 clusters Score -3855818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Entering Unmasked Estep 
Score: -5341058.000000 Penalty: 1753.692627
	Iteration 0F: 2 clusters Score -5341058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -5308496.000000 Penalty: 3507.385254
	Iteration 0F: 3 clusters Score -5308496 nChanged 22846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -5321559.500000 Penalty: 3507.385254
	Iteration 1F: 3 clusters Score -5321560 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5322073.000000 Penalty: 3507.385254
	Iteration 2Q: 3 clusters Score -5322073 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -5322653.000000 Penalty: 3507.385254
	Iteration 3Q: 3 clusters Score -5322653 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -5323413.000000 Penalty: 3507.385254
	Iteration 4Q: 3 clusters Score -5323413 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -5324603.500000 Penalty: 3507.385254
	Iteration 5Q: 3 clusters Score -5324604 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -5326403.000000 Penalty: 3507.385254
	Iteration 6F: 3 clusters Score -5326403 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -5329038.000000 Penalty: 3507.385254
	Iteration 7F: 3 clusters Score -5329038 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -5332168.000000 Penalty: 3507.385254
	Iteration 8F: 3 clusters Score -5332168 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -5334589.500000 Penalty: 3507.385254
	Iteration 9F: 3 clusters Score -5334590 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -5335853.000000 Penalty: 3507.385254
	Iteration 10Q: 3 clusters Score -5335853 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -5336419.000000 Penalty: 3507.385254
	Iteration 11Q: 3 clusters Score -5336419 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5336814.000000 Penalty: 3507.385254
	Iteration 12Q: 3 clusters Score -5336814 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -5337127.500000 Penalty: 3507.385254
	Iteration 13Q: 3 clusters Score -5337128 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -5337387.500000 Penalty: 3507.385254
	Iteration 14Q: 3 clusters Score -5337388 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -5337648.000000 Penalty: 3507.385254
	Iteration 15Q: 3 clusters Score -5337648 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -5337794.000000 Penalty: 3507.385254
	Iteration 16Q: 3 clusters Score -5337794 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -5337979.500000 Penalty: 3507.385254
	Iteration 17Q: 3 clusters Score -5337980 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5338128.500000 Penalty: 3507.385254
	Iteration 18Q: 3 clusters Score -5338128 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -5338255.000000 Penalty: 3507.385254
	Iteration 19Q: 3 clusters Score -5338255 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5338368.000000 Penalty: 3507.385254
	Iteration 20F: 3 clusters Score -5338368 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5338450.000000 Penalty: 3507.385254
	Iteration 21Q: 3 clusters Score -5338450 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5338549.000000 Penalty: 3507.385254
	Iteration 22Q: 3 clusters Score -5338549 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5338633.000000 Penalty: 3507.385254
	Iteration 23Q: 3 clusters Score -5338633 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -5338700.000000 Penalty: 3507.385254
	Iteration 24Q: 3 clusters Score -5338700 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -5338755.500000 Penalty: 3507.385254
	Iteration 25Q: 3 clusters Score -5338756 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5338816.500000 Penalty: 3507.385254
	Iteration 26Q: 3 clusters Score -5338816 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -5338887.000000 Penalty: 3507.385254
	Iteration 27Q: 3 clusters Score -5338887 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -5338941.000000 Penalty: 3507.385254
	Iteration 28Q: 3 clusters Score -5338941 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5338996.500000 Penalty: 3507.385254
	Iteration 29Q: 3 clusters Score -5338996 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -5339043.000000 Penalty: 3507.385254
	Iteration 30Q: 3 clusters Score -5339043 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5339121.500000 Penalty: 3507.385254
	Iteration 31Q: 3 clusters Score -5339122 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -5339175.500000 Penalty: 3507.385254
	Iteration 32Q: 3 clusters Score -5339176 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -5339237.500000 Penalty: 3507.385254
	Iteration 33Q: 3 clusters Score -5339238 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -5339289.500000 Penalty: 3507.385254
	Iteration 34Q: 3 clusters Score -5339290 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -5339343.500000 Penalty: 3507.385254
	Iteration 35Q: 3 clusters Score -5339344 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -5339384.000000 Penalty: 3507.385254
	Iteration 36Q: 3 clusters Score -5339384 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -5339441.500000 Penalty: 3507.385254
	Iteration 37Q: 3 clusters Score -5339442 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -5339471.000000 Penalty: 3507.385254
	Iteration 38Q: 3 clusters Score -5339471 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -5339515.000000 Penalty: 3507.385254
	Iteration 39Q: 3 clusters Score -5339515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -5339544.000000 Penalty: 3507.385254
	Iteration 40F: 3 clusters Score -5339544 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -5339587.500000 Penalty: 3507.385254
	Iteration 41Q: 3 clusters Score -5339588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -5339610.000000 Penalty: 3507.385254
	Iteration 42Q: 3 clusters Score -5339610 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -5339659.500000 Penalty: 3507.385254
	Iteration 43Q: 3 clusters Score -5339660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -5339698.500000 Penalty: 3507.385254
	Iteration 44Q: 3 clusters Score -5339698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -5339734.000000 Penalty: 3507.385254
	Iteration 45Q: 3 clusters Score -5339734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -5339777.500000 Penalty: 3507.385254
	Iteration 46Q: 3 clusters Score -5339778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -5339805.000000 Penalty: 3507.385254
	Iteration 47Q: 3 clusters Score -5339805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -5339818.500000 Penalty: 3507.385254
	Iteration 48Q: 3 clusters Score -5339818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -5339837.500000 Penalty: 3507.385254
	Iteration 49Q: 3 clusters Score -5339838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -5339844.500000 Penalty: 3507.385254
	Iteration 50Q: 3 clusters Score -5339844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -5339853.000000 Penalty: 3507.385254
	Iteration 51Q: 3 clusters Score -5339853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -5339856.000000 Penalty: 3507.385254
	Iteration 52Q: 3 clusters Score -5339856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -5339860.500000 Penalty: 3507.385254
	Iteration 53Q: 3 clusters Score -5339860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -5339879.000000 Penalty: 3507.385254
	Iteration 54Q: 3 clusters Score -5339879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -5339872.000000 Penalty: 3507.385254
	Iteration 55Q: 3 clusters Score -5339872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -5339876.000000 Penalty: 3507.385254
	Iteration 56Q: 3 clusters Score -5339876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -5339878.000000 Penalty: 3507.385254
	Iteration 57Q: 3 clusters Score -5339878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -5339879.500000 Penalty: 3507.385254
	Iteration 58Q: 3 clusters Score -5339880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -5339881.000000 Penalty: 3507.385254
	Iteration 59Q: 3 clusters Score -5339881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -5339886.500000 Penalty: 3507.385254
	Iteration 60F: 3 clusters Score -5339886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -5339891.000000 Penalty: 3507.385254
	Iteration 61Q: 3 clusters Score -5339891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5339887.500000 Penalty: 3507.385254
	Iteration 62Q: 3 clusters Score -5339888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -5339895.000000 Penalty: 3507.385254
	Iteration 63Q: 3 clusters Score -5339895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -5339897.000000 Penalty: 3507.385254
	Iteration 64Q: 3 clusters Score -5339897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -5339894.500000 Penalty: 3507.385254
	Iteration 65Q: 3 clusters Score -5339894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -5339897.000000 Penalty: 3507.385254
	Iteration 66Q: 3 clusters Score -5339897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -5339903.500000 Penalty: 3507.385254
	Iteration 67Q: 3 clusters Score -5339904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -5339907.000000 Penalty: 3507.385254
	Iteration 68Q: 3 clusters Score -5339907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -5339905.000000 Penalty: 3507.385254
	Iteration 69Q: 3 clusters Score -5339905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -5339905.500000 Penalty: 3507.385254
	Iteration 70Q: 3 clusters Score -5339906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -5339901.500000 Penalty: 3507.385254
	Iteration 71Q: 3 clusters Score -5339902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -5339907.000000 Penalty: 3507.385254
	Iteration 72Q: 3 clusters Score -5339907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -5339907.000000 Penalty: 3507.385254
	Iteration 73Q: 3 clusters Score -5339907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -5339899.500000 Penalty: 3507.385254
	Iteration 74Q: 3 clusters Score -5339900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -5339905.500000 Penalty: 3507.385254
	Iteration 75Q: 3 clusters Score -5339906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -5339903.000000 Penalty: 3507.385254
	Iteration 76Q: 3 clusters Score -5339903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -5339903.000000 Penalty: 3507.385254
	Iteration 77F: 3 clusters Score -5339903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -176031.015625 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -176031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -174167.000000 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -174167 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -174511.953125 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -174512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -174617.812500 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -174617.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -174679.484375 Penalty: 2407.180908
	Iteration 3Q: 3 clusters Score -174679.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -174711.593750 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -174711.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -174729.062500 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -174729.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -174742.281250 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -174742.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -174755.156250 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -174755.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -174761.906250 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -174761.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -174765.812500 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -174765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -174772.421875 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -174772.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -174777.718750 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -174777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -174782.718750 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -174782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -174783.796875 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -174783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -174786.062500 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -174786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -174789.812500 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -174789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -174794.781250 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -174794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -174795.875000 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -174795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -174797.406250 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -174797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -174801.984375 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -174802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -174805.718750 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -174805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -174810.062500 Penalty: 2407.180908
	Iteration 21Q: 3 clusters Score -174810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174810.875000 Penalty: 2407.180908
	Iteration 22Q: 3 clusters Score -174810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -174811.359375 Penalty: 2407.180908
	Iteration 23Q: 3 clusters Score -174811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174812.406250 Penalty: 2407.180908
	Iteration 24Q: 3 clusters Score -174812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -174814.531250 Penalty: 2407.180908
	Iteration 25Q: 3 clusters Score -174814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -174817.484375 Penalty: 2407.180908
	Iteration 26Q: 3 clusters Score -174817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174820.171875 Penalty: 2407.180908
	Iteration 27Q: 3 clusters Score -174820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -174825.250000 Penalty: 2407.180908
	Iteration 28Q: 3 clusters Score -174825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -174826.046875 Penalty: 2407.180908
	Iteration 29Q: 3 clusters Score -174826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -174826.171875 Penalty: 2407.180908
	Iteration 30Q: 3 clusters Score -174826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -174826.171875 Penalty: 2407.180908
	Iteration 31F: 3 clusters Score -174826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (229436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229436 members 
Entering Unmasked Estep 
Score: -24752046.000000 Penalty: 2005.799072
	Iteration 0F: 2 clusters Score -2.475205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114822 members 
Mstep: Class 2 contains 114614 members 
Entering Unmasked Estep 
Score: -24604318.000000 Penalty: 4011.598145
	Iteration 0F: 3 clusters Score -2.460432e+07 nChanged 111789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -24670412.000000 Penalty: 4011.598145
	Iteration 1F: 3 clusters Score -2.467041e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119061 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
Score: -24672060.000000 Penalty: 4011.598145
	Iteration 2Q: 3 clusters Score -2.467206e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121867 members 
Mstep: Class 2 contains 107569 members 
Entering Unmasked Estep 
Score: -24674178.000000 Penalty: 4011.598145
	Iteration 3Q: 3 clusters Score -2.467418e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126395 members 
Mstep: Class 2 contains 103041 members 
Entering Unmasked Estep 
Score: -24677368.000000 Penalty: 4011.598145
	Iteration 4Q: 3 clusters Score -2.467737e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133428 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -24683004.000000 Penalty: 4011.598145
	Iteration 5F: 3 clusters Score -2.4683e+07 nChanged 14960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143560 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -24693310.000000 Penalty: 4011.598145
	Iteration 6F: 3 clusters Score -2.469331e+07 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156442 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -24707638.000000 Penalty: 4011.598145
	Iteration 7F: 3 clusters Score -2.470764e+07 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169218 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -24723310.000000 Penalty: 4011.598145
	Iteration 8F: 3 clusters Score -2.472331e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178837 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -24734170.000000 Penalty: 4011.598145
	Iteration 9F: 3 clusters Score -2.473417e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185267 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -24739080.000000 Penalty: 4011.598145
	Iteration 10Q: 3 clusters Score -2.473908e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189820 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -24741546.000000 Penalty: 4011.598145
	Iteration 11Q: 3 clusters Score -2.474155e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193702 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -24742822.000000 Penalty: 4011.598145
	Iteration 12Q: 3 clusters Score -2.474282e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197001 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -24743878.000000 Penalty: 4011.598145
	Iteration 13Q: 3 clusters Score -2.474388e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200090 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -24744900.000000 Penalty: 4011.598145
	Iteration 14Q: 3 clusters Score -2.47449e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202933 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -24746024.000000 Penalty: 4011.598145
	Iteration 15Q: 3 clusters Score -2.474602e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205631 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -24746978.000000 Penalty: 4011.598145
	Iteration 16Q: 3 clusters Score -2.474698e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208147 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -24747816.000000 Penalty: 4011.598145
	Iteration 17Q: 3 clusters Score -2.474782e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210432 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -24748386.000000 Penalty: 4011.598145
	Iteration 18Q: 3 clusters Score -2.474839e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212521 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -24748884.000000 Penalty: 4011.598145
	Iteration 19Q: 3 clusters Score -2.474888e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214490 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -24749428.000000 Penalty: 4011.598145
	Iteration 20F: 3 clusters Score -2.474943e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216305 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -24749826.000000 Penalty: 4011.598145
	Iteration 21Q: 3 clusters Score -2.474983e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217982 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -24750284.000000 Penalty: 4011.598145
	Iteration 22Q: 3 clusters Score -2.475028e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219426 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -24750518.000000 Penalty: 4011.598145
	Iteration 23Q: 3 clusters Score -2.475052e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220720 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -24750790.000000 Penalty: 4011.598145
	Iteration 24Q: 3 clusters Score -2.475079e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221819 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -24751074.000000 Penalty: 4011.598145
	Iteration 25Q: 3 clusters Score -2.475107e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222744 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -24751288.000000 Penalty: 4011.598145
	Iteration 26Q: 3 clusters Score -2.475129e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223498 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -24751328.000000 Penalty: 4011.598145
	Iteration 27Q: 3 clusters Score -2.475133e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224145 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -24751358.000000 Penalty: 4011.598145
	Iteration 28Q: 3 clusters Score -2.475136e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224703 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -24751328.000000 Penalty: 4011.598145
	Iteration 29Q: 3 clusters Score -2.475133e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225148 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -24751446.000000 Penalty: 4011.598145
	Iteration 30Q: 3 clusters Score -2.475145e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225522 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -24751550.000000 Penalty: 4011.598145
	Iteration 31Q: 3 clusters Score -2.475155e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225835 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -24751600.000000 Penalty: 4011.598145
	Iteration 32Q: 3 clusters Score -2.47516e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226071 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -24751600.000000 Penalty: 4011.598145
	Iteration 33Q: 3 clusters Score -2.47516e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226265 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -24751596.000000 Penalty: 4011.598145
	Iteration 34Q: 3 clusters Score -2.47516e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226423 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -24751634.000000 Penalty: 4011.598145
	Iteration 35Q: 3 clusters Score -2.475163e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226570 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -24751654.000000 Penalty: 4011.598145
	Iteration 36Q: 3 clusters Score -2.475165e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226705 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -24751660.000000 Penalty: 4011.598145
	Iteration 37Q: 3 clusters Score -2.475166e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226808 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -24751624.000000 Penalty: 4011.598145
	Iteration 38Q: 3 clusters Score -2.475162e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226879 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -24751628.000000 Penalty: 4011.598145
	Iteration 39Q: 3 clusters Score -2.475163e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226948 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -24751600.000000 Penalty: 4011.598145
	Iteration 40F: 3 clusters Score -2.47516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227013 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -24751570.000000 Penalty: 4011.598145
	Iteration 41Q: 3 clusters Score -2.475157e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227076 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -24751580.000000 Penalty: 4011.598145
	Iteration 42Q: 3 clusters Score -2.475158e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227137 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -24751608.000000 Penalty: 4011.598145
	Iteration 43Q: 3 clusters Score -2.475161e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227200 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -24751588.000000 Penalty: 4011.598145
	Iteration 44Q: 3 clusters Score -2.475159e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227263 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -24751588.000000 Penalty: 4011.598145
	Iteration 45Q: 3 clusters Score -2.475159e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227314 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -24751588.000000 Penalty: 4011.598145
	Iteration 46Q: 3 clusters Score -2.475159e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227364 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -24751556.000000 Penalty: 4011.598145
	Iteration 47Q: 3 clusters Score -2.475156e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227402 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -24751580.000000 Penalty: 4011.598145
	Iteration 48Q: 3 clusters Score -2.475158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227426 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -24751584.000000 Penalty: 4011.598145
	Iteration 49Q: 3 clusters Score -2.475158e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227445 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -24751574.000000 Penalty: 4011.598145
	Iteration 50Q: 3 clusters Score -2.475157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227455 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -24751550.000000 Penalty: 4011.598145
	Iteration 51Q: 3 clusters Score -2.475155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227469 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -24751542.000000 Penalty: 4011.598145
	Iteration 52Q: 3 clusters Score -2.475154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227477 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -24751542.000000 Penalty: 4011.598145
	Iteration 53Q: 3 clusters Score -2.475154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227487 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -24751540.000000 Penalty: 4011.598145
	Iteration 54Q: 3 clusters Score -2.475154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227493 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -24751532.000000 Penalty: 4011.598145
	Iteration 55Q: 3 clusters Score -2.475153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227502 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -24751528.000000 Penalty: 4011.598145
	Iteration 56Q: 3 clusters Score -2.475153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -24751528.000000 Penalty: 4011.598145
	Iteration 57Q: 3 clusters Score -2.475153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227514 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -24751542.000000 Penalty: 4011.598145
	Iteration 58Q: 3 clusters Score -2.475154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227518 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -24751512.000000 Penalty: 4011.598145
	Iteration 59Q: 3 clusters Score -2.475151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227526 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -24751508.000000 Penalty: 4011.598145
	Iteration 60F: 3 clusters Score -2.475151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227532 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -24751528.000000 Penalty: 4011.598145
	Iteration 61Q: 3 clusters Score -2.475153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227533 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -24751520.000000 Penalty: 4011.598145
	Iteration 62Q: 3 clusters Score -2.475152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227533 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -24751520.000000 Penalty: 4011.598145
	Iteration 63F: 3 clusters Score -2.475152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Entering Unmasked Estep 
Score: -5958047.500000 Penalty: 1778.203735
	Iteration 0F: 2 clusters Score -5958048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -5920333.500000 Penalty: 3556.407471
	Iteration 0F: 3 clusters Score -5920334 nChanged 26578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5935217.000000 Penalty: 3556.407471
	Iteration 1F: 3 clusters Score -5935217 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -5935622.500000 Penalty: 3556.407471
	Iteration 2Q: 3 clusters Score -5935622 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -5935920.000000 Penalty: 3556.407471
	Iteration 3Q: 3 clusters Score -5935920 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -5936220.000000 Penalty: 3556.407471
	Iteration 4Q: 3 clusters Score -5936220 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5936615.000000 Penalty: 3556.407471
	Iteration 5Q: 3 clusters Score -5936615 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5937000.000000 Penalty: 3556.407471
	Iteration 6Q: 3 clusters Score -5937000 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -5937389.000000 Penalty: 3556.407471
	Iteration 7Q: 3 clusters Score -5937389 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -5938049.000000 Penalty: 3556.407471
	Iteration 8Q: 3 clusters Score -5938049 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -5938775.000000 Penalty: 3556.407471
	Iteration 9Q: 3 clusters Score -5938775 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -5939942.500000 Penalty: 3556.407471
	Iteration 10Q: 3 clusters Score -5939942 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -5941606.500000 Penalty: 3556.407471
	Iteration 11Q: 3 clusters Score -5941606 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -5943740.500000 Penalty: 3556.407471
	Iteration 12F: 3 clusters Score -5943740 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -5945741.500000 Penalty: 3556.407471
	Iteration 13F: 3 clusters Score -5945742 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -5946803.500000 Penalty: 3556.407471
	Iteration 14Q: 3 clusters Score -5946804 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -5947270.500000 Penalty: 3556.407471
	Iteration 15Q: 3 clusters Score -5947270 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -5947568.000000 Penalty: 3556.407471
	Iteration 16Q: 3 clusters Score -5947568 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5947858.000000 Penalty: 3556.407471
	Iteration 17Q: 3 clusters Score -5947858 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -5948154.000000 Penalty: 3556.407471
	Iteration 18Q: 3 clusters Score -5948154 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5948499.500000 Penalty: 3556.407471
	Iteration 19Q: 3 clusters Score -5948500 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -5948893.000000 Penalty: 3556.407471
	Iteration 20F: 3 clusters Score -5948893 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5949305.500000 Penalty: 3556.407471
	Iteration 21Q: 3 clusters Score -5949306 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -5949715.000000 Penalty: 3556.407471
	Iteration 22Q: 3 clusters Score -5949715 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -5950116.500000 Penalty: 3556.407471
	Iteration 23Q: 3 clusters Score -5950116 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5950554.500000 Penalty: 3556.407471
	Iteration 24Q: 3 clusters Score -5950554 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -5950958.000000 Penalty: 3556.407471
	Iteration 25Q: 3 clusters Score -5950958 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5951335.500000 Penalty: 3556.407471
	Iteration 26Q: 3 clusters Score -5951336 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5951682.000000 Penalty: 3556.407471
	Iteration 27Q: 3 clusters Score -5951682 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -5951986.000000 Penalty: 3556.407471
	Iteration 28Q: 3 clusters Score -5951986 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -5952256.500000 Penalty: 3556.407471
	Iteration 29Q: 3 clusters Score -5952256 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -5952477.500000 Penalty: 3556.407471
	Iteration 30Q: 3 clusters Score -5952478 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5952689.500000 Penalty: 3556.407471
	Iteration 31Q: 3 clusters Score -5952690 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5952891.000000 Penalty: 3556.407471
	Iteration 32Q: 3 clusters Score -5952891 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -5953066.000000 Penalty: 3556.407471
	Iteration 33Q: 3 clusters Score -5953066 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -5953202.000000 Penalty: 3556.407471
	Iteration 34Q: 3 clusters Score -5953202 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -5953353.500000 Penalty: 3556.407471
	Iteration 35Q: 3 clusters Score -5953354 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -5953519.500000 Penalty: 3556.407471
	Iteration 36Q: 3 clusters Score -5953520 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -5953656.000000 Penalty: 3556.407471
	Iteration 37Q: 3 clusters Score -5953656 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -5953818.000000 Penalty: 3556.407471
	Iteration 38Q: 3 clusters Score -5953818 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -5953995.000000 Penalty: 3556.407471
	Iteration 39Q: 3 clusters Score -5953995 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -5954154.000000 Penalty: 3556.407471
	Iteration 40F: 3 clusters Score -5954154 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -5954326.500000 Penalty: 3556.407471
	Iteration 41Q: 3 clusters Score -5954326 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -5954529.000000 Penalty: 3556.407471
	Iteration 42Q: 3 clusters Score -5954529 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -5954704.500000 Penalty: 3556.407471
	Iteration 43Q: 3 clusters Score -5954704 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -5954953.000000 Penalty: 3556.407471
	Iteration 44Q: 3 clusters Score -5954953 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -5955149.000000 Penalty: 3556.407471
	Iteration 45Q: 3 clusters Score -5955149 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -5955320.500000 Penalty: 3556.407471
	Iteration 46Q: 3 clusters Score -5955320 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -5955533.000000 Penalty: 3556.407471
	Iteration 47Q: 3 clusters Score -5955533 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -5955732.000000 Penalty: 3556.407471
	Iteration 48Q: 3 clusters Score -5955732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -5955907.000000 Penalty: 3556.407471
	Iteration 49Q: 3 clusters Score -5955907 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -5956065.500000 Penalty: 3556.407471
	Iteration 50Q: 3 clusters Score -5956066 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -5956177.500000 Penalty: 3556.407471
	Iteration 51Q: 3 clusters Score -5956178 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -5956268.000000 Penalty: 3556.407471
	Iteration 52Q: 3 clusters Score -5956268 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -5956340.000000 Penalty: 3556.407471
	Iteration 53Q: 3 clusters Score -5956340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -5956414.000000 Penalty: 3556.407471
	Iteration 54Q: 3 clusters Score -5956414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -5956464.500000 Penalty: 3556.407471
	Iteration 55Q: 3 clusters Score -5956464 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -5956504.000000 Penalty: 3556.407471
	Iteration 56Q: 3 clusters Score -5956504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -5956528.500000 Penalty: 3556.407471
	Iteration 57Q: 3 clusters Score -5956528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -5956547.500000 Penalty: 3556.407471
	Iteration 58Q: 3 clusters Score -5956548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -5956565.000000 Penalty: 3556.407471
	Iteration 59Q: 3 clusters Score -5956565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -5956582.000000 Penalty: 3556.407471
	Iteration 60F: 3 clusters Score -5956582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -5956598.000000 Penalty: 3556.407471
	Iteration 61Q: 3 clusters Score -5956598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -5956607.500000 Penalty: 3556.407471
	Iteration 62Q: 3 clusters Score -5956608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -5956623.500000 Penalty: 3556.407471
	Iteration 63Q: 3 clusters Score -5956624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -5956629.000000 Penalty: 3556.407471
	Iteration 64Q: 3 clusters Score -5956629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -5956634.500000 Penalty: 3556.407471
	Iteration 65Q: 3 clusters Score -5956634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -5956637.000000 Penalty: 3556.407471
	Iteration 66Q: 3 clusters Score -5956637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -5956638.500000 Penalty: 3556.407471
	Iteration 67Q: 3 clusters Score -5956638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -5956640.000000 Penalty: 3556.407471
	Iteration 68Q: 3 clusters Score -5956640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -5956647.000000 Penalty: 3556.407471
	Iteration 69Q: 3 clusters Score -5956647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -5956652.500000 Penalty: 3556.407471
	Iteration 70Q: 3 clusters Score -5956652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -5956655.000000 Penalty: 3556.407471
	Iteration 71Q: 3 clusters Score -5956655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -5956659.500000 Penalty: 3556.407471
	Iteration 72Q: 3 clusters Score -5956660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -5956658.000000 Penalty: 3556.407471
	Iteration 73Q: 3 clusters Score -5956658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -5956668.500000 Penalty: 3556.407471
	Iteration 74Q: 3 clusters Score -5956668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -5956669.500000 Penalty: 3556.407471
	Iteration 75Q: 3 clusters Score -5956670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -5956674.500000 Penalty: 3556.407471
	Iteration 76Q: 3 clusters Score -5956674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -5956674.000000 Penalty: 3556.407471
	Iteration 77Q: 3 clusters Score -5956674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -5956674.000000 Penalty: 3556.407471
	Iteration 78Q: 3 clusters Score -5956674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -5956679.000000 Penalty: 3556.407471
	Iteration 79Q: 3 clusters Score -5956679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -5956676.500000 Penalty: 3556.407471
	Iteration 80F: 3 clusters Score -5956676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -5956674.000000 Penalty: 3556.407471
	Iteration 81Q: 3 clusters Score -5956674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -5956674.500000 Penalty: 3556.407471
	Iteration 82Q: 3 clusters Score -5956674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -5956669.500000 Penalty: 3556.407471
	Iteration 83Q: 3 clusters Score -5956670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -5956674.000000 Penalty: 3556.407471
	Iteration 84Q: 3 clusters Score -5956674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -5956674.000000 Penalty: 3556.407471
	Iteration 85F: 3 clusters Score -5956674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -278255.750000 Penalty: 1279.335815
	Iteration 0F: 2 clusters Score -278255.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -275715.156250 Penalty: 2558.671631
	Iteration 0F: 3 clusters Score -275715.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -276386.343750 Penalty: 2558.671631
	Iteration 1F: 3 clusters Score -276386.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -276539.781250 Penalty: 2558.671631
	Iteration 2F: 3 clusters Score -276539.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -276616.781250 Penalty: 2558.671631
	Iteration 3Q: 3 clusters Score -276616.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -276669.312500 Penalty: 2558.671631
	Iteration 4Q: 3 clusters Score -276669.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -276714.531250 Penalty: 2558.671631
	Iteration 5Q: 3 clusters Score -276714.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -276747.375000 Penalty: 2558.671631
	Iteration 6Q: 3 clusters Score -276747.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -276780.468750 Penalty: 2558.671631
	Iteration 7Q: 3 clusters Score -276780.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -276807.718750 Penalty: 2558.671631
	Iteration 8Q: 3 clusters Score -276807.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -276830.531250 Penalty: 2558.671631
	Iteration 9Q: 3 clusters Score -276830.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -276845.437500 Penalty: 2558.671631
	Iteration 10Q: 3 clusters Score -276845.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -276864.437500 Penalty: 2558.671631
	Iteration 11Q: 3 clusters Score -276864.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -276888.687500 Penalty: 2558.671631
	Iteration 12Q: 3 clusters Score -276888.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -276916.125000 Penalty: 2558.671631
	Iteration 13Q: 3 clusters Score -276916.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -276941.125000 Penalty: 2558.671631
	Iteration 14Q: 3 clusters Score -276941.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -276962.593750 Penalty: 2558.671631
	Iteration 15Q: 3 clusters Score -276962.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -276979.718750 Penalty: 2558.671631
	Iteration 16Q: 3 clusters Score -276979.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -276999.750000 Penalty: 2558.671631
	Iteration 17Q: 3 clusters Score -276999.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -277015.718750 Penalty: 2558.671631
	Iteration 18Q: 3 clusters Score -277015.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -277026.531250 Penalty: 2558.671631
	Iteration 19Q: 3 clusters Score -277026.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -277032.406250 Penalty: 2558.671631
	Iteration 20F: 3 clusters Score -277032.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -277037.343750 Penalty: 2558.671631
	Iteration 21Q: 3 clusters Score -277037.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -277043.937500 Penalty: 2558.671631
	Iteration 22Q: 3 clusters Score -277043.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -277048.718750 Penalty: 2558.671631
	Iteration 23Q: 3 clusters Score -277048.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -277059.843750 Penalty: 2558.671631
	Iteration 24Q: 3 clusters Score -277059.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -277073.500000 Penalty: 2558.671631
	Iteration 25Q: 3 clusters Score -277073.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -277085.437500 Penalty: 2558.671631
	Iteration 26Q: 3 clusters Score -277085.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -277097.843750 Penalty: 2558.671631
	Iteration 27Q: 3 clusters Score -277097.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -277109.437500 Penalty: 2558.671631
	Iteration 28Q: 3 clusters Score -277109.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -277120.593750 Penalty: 2558.671631
	Iteration 29Q: 3 clusters Score -277120.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -277130.562500 Penalty: 2558.671631
	Iteration 30Q: 3 clusters Score -277130.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -277140.468750 Penalty: 2558.671631
	Iteration 31Q: 3 clusters Score -277140.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -277153.000000 Penalty: 2558.671631
	Iteration 32Q: 3 clusters Score -277153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -277165.687500 Penalty: 2558.671631
	Iteration 33Q: 3 clusters Score -277165.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -277180.937500 Penalty: 2558.671631
	Iteration 34Q: 3 clusters Score -277180.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -277206.187500 Penalty: 2558.671631
	Iteration 35Q: 3 clusters Score -277206.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -277245.906250 Penalty: 2558.671631
	Iteration 36Q: 3 clusters Score -277245.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -277289.562500 Penalty: 2558.671631
	Iteration 37Q: 3 clusters Score -277289.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -277331.406250 Penalty: 2558.671631
	Iteration 38Q: 3 clusters Score -277331.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -277359.437500 Penalty: 2558.671631
	Iteration 39Q: 3 clusters Score -277359.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -277377.625000 Penalty: 2558.671631
	Iteration 40F: 3 clusters Score -277377.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -277392.375000 Penalty: 2558.671631
	Iteration 41Q: 3 clusters Score -277392.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -277402.406250 Penalty: 2558.671631
	Iteration 42Q: 3 clusters Score -277402.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -277410.531250 Penalty: 2558.671631
	Iteration 43Q: 3 clusters Score -277410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -277413.687500 Penalty: 2558.671631
	Iteration 44Q: 3 clusters Score -277413.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -277415.062500 Penalty: 2558.671631
	Iteration 45Q: 3 clusters Score -277415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -277416.812500 Penalty: 2558.671631
	Iteration 46Q: 3 clusters Score -277416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -277417.093750 Penalty: 2558.671631
	Iteration 47Q: 3 clusters Score -277417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -277417.625000 Penalty: 2558.671631
	Iteration 48Q: 3 clusters Score -277417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -277420.468750 Penalty: 2558.671631
	Iteration 49Q: 3 clusters Score -277420.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -277422.156250 Penalty: 2558.671631
	Iteration 50Q: 3 clusters Score -277422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -277425.062500 Penalty: 2558.671631
	Iteration 51Q: 3 clusters Score -277425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -277426.312500 Penalty: 2558.671631
	Iteration 52Q: 3 clusters Score -277426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -277426.781250 Penalty: 2558.671631
	Iteration 53Q: 3 clusters Score -277426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -277427.406250 Penalty: 2558.671631
	Iteration 54Q: 3 clusters Score -277427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -277428.031250 Penalty: 2558.671631
	Iteration 55Q: 3 clusters Score -277428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -277428.687500 Penalty: 2558.671631
	Iteration 56Q: 3 clusters Score -277428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -277429.875000 Penalty: 2558.671631
	Iteration 57Q: 3 clusters Score -277429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -277429.875000 Penalty: 2558.671631
	Iteration 58F: 3 clusters Score -277429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -458644.531250 Penalty: 1359.988037
	Iteration 0F: 2 clusters Score -458644.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -455115.593750 Penalty: 2719.976074
	Iteration 0F: 3 clusters Score -455115.6 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -456011.031250 Penalty: 2719.976074
	Iteration 1F: 3 clusters Score -456011 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -456169.125000 Penalty: 2719.976074
	Iteration 2F: 3 clusters Score -456169.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -456276.812500 Penalty: 2719.976074
	Iteration 3Q: 3 clusters Score -456276.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -456374.968750 Penalty: 2719.976074
	Iteration 4Q: 3 clusters Score -456375 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -456474.937500 Penalty: 2719.976074
	Iteration 5Q: 3 clusters Score -456474.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -456565.437500 Penalty: 2719.976074
	Iteration 6Q: 3 clusters Score -456565.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -456651.187500 Penalty: 2719.976074
	Iteration 7Q: 3 clusters Score -456651.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -456740.375000 Penalty: 2719.976074
	Iteration 8Q: 3 clusters Score -456740.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -456831.531250 Penalty: 2719.976074
	Iteration 9Q: 3 clusters Score -456831.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -456917.687500 Penalty: 2719.976074
	Iteration 10Q: 3 clusters Score -456917.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -456989.968750 Penalty: 2719.976074
	Iteration 11Q: 3 clusters Score -456990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -457052.000000 Penalty: 2719.976074
	Iteration 12Q: 3 clusters Score -457052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -457113.781250 Penalty: 2719.976074
	Iteration 13Q: 3 clusters Score -457113.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -457169.562500 Penalty: 2719.976074
	Iteration 14Q: 3 clusters Score -457169.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -457216.687500 Penalty: 2719.976074
	Iteration 15Q: 3 clusters Score -457216.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -457258.656250 Penalty: 2719.976074
	Iteration 16Q: 3 clusters Score -457258.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -457290.218750 Penalty: 2719.976074
	Iteration 17Q: 3 clusters Score -457290.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -457314.312500 Penalty: 2719.976074
	Iteration 18Q: 3 clusters Score -457314.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -457338.468750 Penalty: 2719.976074
	Iteration 19Q: 3 clusters Score -457338.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -457358.343750 Penalty: 2719.976074
	Iteration 20F: 3 clusters Score -457358.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -457379.937500 Penalty: 2719.976074
	Iteration 21Q: 3 clusters Score -457379.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -457391.906250 Penalty: 2719.976074
	Iteration 22Q: 3 clusters Score -457391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -457397.562500 Penalty: 2719.976074
	Iteration 23Q: 3 clusters Score -457397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -457402.125000 Penalty: 2719.976074
	Iteration 24Q: 3 clusters Score -457402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -457405.718750 Penalty: 2719.976074
	Iteration 25Q: 3 clusters Score -457405.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -457408.343750 Penalty: 2719.976074
	Iteration 26Q: 3 clusters Score -457408.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -457413.250000 Penalty: 2719.976074
	Iteration 27Q: 3 clusters Score -457413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -457420.218750 Penalty: 2719.976074
	Iteration 28Q: 3 clusters Score -457420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -457431.437500 Penalty: 2719.976074
	Iteration 29Q: 3 clusters Score -457431.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -457440.125000 Penalty: 2719.976074
	Iteration 30Q: 3 clusters Score -457440.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -457449.625000 Penalty: 2719.976074
	Iteration 31Q: 3 clusters Score -457449.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -457458.968750 Penalty: 2719.976074
	Iteration 32Q: 3 clusters Score -457459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -457468.656250 Penalty: 2719.976074
	Iteration 33Q: 3 clusters Score -457468.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -457479.468750 Penalty: 2719.976074
	Iteration 34Q: 3 clusters Score -457479.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -457492.000000 Penalty: 2719.976074
	Iteration 35Q: 3 clusters Score -457492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -457499.468750 Penalty: 2719.976074
	Iteration 36Q: 3 clusters Score -457499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -457504.906250 Penalty: 2719.976074
	Iteration 37Q: 3 clusters Score -457504.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -457511.031250 Penalty: 2719.976074
	Iteration 38Q: 3 clusters Score -457511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -457515.531250 Penalty: 2719.976074
	Iteration 39Q: 3 clusters Score -457515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -457517.750000 Penalty: 2719.976074
	Iteration 40F: 3 clusters Score -457517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -457519.343750 Penalty: 2719.976074
	Iteration 41Q: 3 clusters Score -457519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -457521.781250 Penalty: 2719.976074
	Iteration 42Q: 3 clusters Score -457521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -457523.406250 Penalty: 2719.976074
	Iteration 43Q: 3 clusters Score -457523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -457525.062500 Penalty: 2719.976074
	Iteration 44Q: 3 clusters Score -457525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -457525.687500 Penalty: 2719.976074
	Iteration 45Q: 3 clusters Score -457525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -457527.531250 Penalty: 2719.976074
	Iteration 46Q: 3 clusters Score -457527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -457531.781250 Penalty: 2719.976074
	Iteration 47Q: 3 clusters Score -457531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -457533.500000 Penalty: 2719.976074
	Iteration 48Q: 3 clusters Score -457533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -457537.375000 Penalty: 2719.976074
	Iteration 49Q: 3 clusters Score -457537.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -457540.750000 Penalty: 2719.976074
	Iteration 50Q: 3 clusters Score -457540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -457541.281250 Penalty: 2719.976074
	Iteration 51Q: 3 clusters Score -457541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -457542.875000 Penalty: 2719.976074
	Iteration 52Q: 3 clusters Score -457542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -457546.468750 Penalty: 2719.976074
	Iteration 53Q: 3 clusters Score -457546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -457547.968750 Penalty: 2719.976074
	Iteration 54Q: 3 clusters Score -457548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -457549.406250 Penalty: 2719.976074
	Iteration 55Q: 3 clusters Score -457549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -457551.531250 Penalty: 2719.976074
	Iteration 56Q: 3 clusters Score -457551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -457552.875000 Penalty: 2719.976074
	Iteration 57Q: 3 clusters Score -457552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -457553.625000 Penalty: 2719.976074
	Iteration 58Q: 3 clusters Score -457553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -457554.468750 Penalty: 2719.976074
	Iteration 59Q: 3 clusters Score -457554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -457554.468750 Penalty: 2719.976074
	Iteration 60F: 3 clusters Score -457554.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Entering Unmasked Estep 
Score: -7121507.500000 Penalty: 1801.055542
	Iteration 0F: 2 clusters Score -7121508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7077957.500000 Penalty: 3602.111084
	Iteration 0F: 3 clusters Score -7077958 nChanged 30750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -7095389.500000 Penalty: 3602.111084
	Iteration 1F: 3 clusters Score -7095390 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -7095832.500000 Penalty: 3602.111084
	Iteration 2Q: 3 clusters Score -7095832 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -7096285.500000 Penalty: 3602.111084
	Iteration 3Q: 3 clusters Score -7096286 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -7096760.500000 Penalty: 3602.111084
	Iteration 4Q: 3 clusters Score -7096760 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -7097454.000000 Penalty: 3602.111084
	Iteration 5Q: 3 clusters Score -7097454 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -7098552.000000 Penalty: 3602.111084
	Iteration 6Q: 3 clusters Score -7098552 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -7100444.000000 Penalty: 3602.111084
	Iteration 7F: 3 clusters Score -7100444 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -7103947.000000 Penalty: 3602.111084
	Iteration 8F: 3 clusters Score -7103947 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -7108992.500000 Penalty: 3602.111084
	Iteration 9F: 3 clusters Score -7108992 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -7114211.500000 Penalty: 3602.111084
	Iteration 10F: 3 clusters Score -7114212 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7117686.500000 Penalty: 3602.111084
	Iteration 11F: 3 clusters Score -7117686 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7119159.500000 Penalty: 3602.111084
	Iteration 12Q: 3 clusters Score -7119160 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7119670.500000 Penalty: 3602.111084
	Iteration 13Q: 3 clusters Score -7119670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7119813.000000 Penalty: 3602.111084
	Iteration 14Q: 3 clusters Score -7119813 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7119876.500000 Penalty: 3602.111084
	Iteration 15Q: 3 clusters Score -7119876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7119899.000000 Penalty: 3602.111084
	Iteration 16Q: 3 clusters Score -7119899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7119933.500000 Penalty: 3602.111084
	Iteration 17Q: 3 clusters Score -7119934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7119953.500000 Penalty: 3602.111084
	Iteration 18Q: 3 clusters Score -7119954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7119964.500000 Penalty: 3602.111084
	Iteration 19Q: 3 clusters Score -7119964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7119961.500000 Penalty: 3602.111084
	Iteration 20F: 3 clusters Score -7119962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7119973.000000 Penalty: 3602.111084
	Iteration 21Q: 3 clusters Score -7119973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7119986.500000 Penalty: 3602.111084
	Iteration 22Q: 3 clusters Score -7119986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7119996.000000 Penalty: 3602.111084
	Iteration 23Q: 3 clusters Score -7119996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7120001.000000 Penalty: 3602.111084
	Iteration 24Q: 3 clusters Score -7120001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7120003.500000 Penalty: 3602.111084
	Iteration 25Q: 3 clusters Score -7120004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7120009.500000 Penalty: 3602.111084
	Iteration 26Q: 3 clusters Score -7120010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7120015.000000 Penalty: 3602.111084
	Iteration 27Q: 3 clusters Score -7120015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7120015.000000 Penalty: 3602.111084
	Iteration 28F: 3 clusters Score -7120015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -61039.570312 Penalty: 1053.256226
	Iteration 0F: 2 clusters Score -61039.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59912.386719 Penalty: 2106.512451
	Iteration 0F: 3 clusters Score -59912.39 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60220.640625 Penalty: 2106.512451
	Iteration 1F: 3 clusters Score -60220.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60401.980469 Penalty: 2106.512451
	Iteration 2F: 3 clusters Score -60401.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60494.101562 Penalty: 2106.512451
	Iteration 3F: 3 clusters Score -60494.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60539.796875 Penalty: 2106.512451
	Iteration 4Q: 3 clusters Score -60539.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -60564.210938 Penalty: 2106.512451
	Iteration 5Q: 3 clusters Score -60564.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60575.445312 Penalty: 2106.512451
	Iteration 6Q: 3 clusters Score -60575.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60588.535156 Penalty: 2106.512451
	Iteration 7Q: 3 clusters Score -60588.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60603.140625 Penalty: 2106.512451
	Iteration 8Q: 3 clusters Score -60603.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60614.410156 Penalty: 2106.512451
	Iteration 9Q: 3 clusters Score -60614.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60617.695312 Penalty: 2106.512451
	Iteration 10Q: 3 clusters Score -60617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60621.019531 Penalty: 2106.512451
	Iteration 11Q: 3 clusters Score -60621.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60624.343750 Penalty: 2106.512451
	Iteration 12Q: 3 clusters Score -60624.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -60626.984375 Penalty: 2106.512451
	Iteration 13Q: 3 clusters Score -60626.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -60626.984375 Penalty: 2106.512451
	Iteration 14F: 3 clusters Score -60626.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -78662.132812 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -78662.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77393.164062 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -77393.16 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77595.085938 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -77595.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77645.625000 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -77645.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77671.515625 Penalty: 2157.534668
	Iteration 3Q: 3 clusters Score -77671.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77680.875000 Penalty: 2157.534668
	Iteration 4Q: 3 clusters Score -77680.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77686.257812 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -77686.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77693.554688 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -77693.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77697.867188 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -77697.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77705.554688 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -77705.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77708.906250 Penalty: 2157.534668
	Iteration 9Q: 3 clusters Score -77708.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77711.851562 Penalty: 2157.534668
	Iteration 10Q: 3 clusters Score -77711.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77714.968750 Penalty: 2157.534668
	Iteration 11Q: 3 clusters Score -77714.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77718.968750 Penalty: 2157.534668
	Iteration 12Q: 3 clusters Score -77718.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77718.968750 Penalty: 2157.534668
	Iteration 13F: 3 clusters Score -77718.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -410676.281250 Penalty: 1348.714722
	Iteration 0F: 2 clusters Score -410676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -407361.718750 Penalty: 2697.429443
	Iteration 0F: 3 clusters Score -407361.7 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -408336.031250 Penalty: 2697.429443
	Iteration 1F: 3 clusters Score -408336 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -408581.000000 Penalty: 2697.429443
	Iteration 2F: 3 clusters Score -408581 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -408781.250000 Penalty: 2697.429443
	Iteration 3F: 3 clusters Score -408781.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -408950.250000 Penalty: 2697.429443
	Iteration 4F: 3 clusters Score -408950.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -409083.406250 Penalty: 2697.429443
	Iteration 5F: 3 clusters Score -409083.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -409197.031250 Penalty: 2697.429443
	Iteration 6Q: 3 clusters Score -409197 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -409284.031250 Penalty: 2697.429443
	Iteration 7Q: 3 clusters Score -409284 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -409381.468750 Penalty: 2697.429443
	Iteration 8Q: 3 clusters Score -409381.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -409460.593750 Penalty: 2697.429443
	Iteration 9Q: 3 clusters Score -409460.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -409507.062500 Penalty: 2697.429443
	Iteration 10Q: 3 clusters Score -409507.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -409557.625000 Penalty: 2697.429443
	Iteration 11Q: 3 clusters Score -409557.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -409606.343750 Penalty: 2697.429443
	Iteration 12Q: 3 clusters Score -409606.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -409633.812500 Penalty: 2697.429443
	Iteration 13Q: 3 clusters Score -409633.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -409650.031250 Penalty: 2697.429443
	Iteration 14Q: 3 clusters Score -409650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -409667.531250 Penalty: 2697.429443
	Iteration 15Q: 3 clusters Score -409667.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -409681.968750 Penalty: 2697.429443
	Iteration 16Q: 3 clusters Score -409682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -409696.718750 Penalty: 2697.429443
	Iteration 17Q: 3 clusters Score -409696.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -409711.062500 Penalty: 2697.429443
	Iteration 18Q: 3 clusters Score -409711.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -409719.343750 Penalty: 2697.429443
	Iteration 19Q: 3 clusters Score -409719.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -409728.062500 Penalty: 2697.429443
	Iteration 20F: 3 clusters Score -409728.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -409735.968750 Penalty: 2697.429443
	Iteration 21Q: 3 clusters Score -409736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -409742.718750 Penalty: 2697.429443
	Iteration 22Q: 3 clusters Score -409742.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -409751.937500 Penalty: 2697.429443
	Iteration 23Q: 3 clusters Score -409751.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -409754.406250 Penalty: 2697.429443
	Iteration 24Q: 3 clusters Score -409754.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -409756.250000 Penalty: 2697.429443
	Iteration 25Q: 3 clusters Score -409756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -409757.093750 Penalty: 2697.429443
	Iteration 26Q: 3 clusters Score -409757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -409756.781250 Penalty: 2697.429443
	Iteration 27Q: 3 clusters Score -409756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -409757.593750 Penalty: 2697.429443
	Iteration 28Q: 3 clusters Score -409757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -409759.656250 Penalty: 2697.429443
	Iteration 29Q: 3 clusters Score -409759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -409759.312500 Penalty: 2697.429443
	Iteration 30Q: 3 clusters Score -409759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -409761.750000 Penalty: 2697.429443
	Iteration 31Q: 3 clusters Score -409761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -409763.687500 Penalty: 2697.429443
	Iteration 32Q: 3 clusters Score -409763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -409764.062500 Penalty: 2697.429443
	Iteration 33Q: 3 clusters Score -409764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -409765.187500 Penalty: 2697.429443
	Iteration 34Q: 3 clusters Score -409765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -409766.937500 Penalty: 2697.429443
	Iteration 35Q: 3 clusters Score -409766.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -409770.406250 Penalty: 2697.429443
	Iteration 36Q: 3 clusters Score -409770.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -409773.062500 Penalty: 2697.429443
	Iteration 37Q: 3 clusters Score -409773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -409776.218750 Penalty: 2697.429443
	Iteration 38Q: 3 clusters Score -409776.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -409777.906250 Penalty: 2697.429443
	Iteration 39Q: 3 clusters Score -409777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -409779.656250 Penalty: 2697.429443
	Iteration 40F: 3 clusters Score -409779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -409781.343750 Penalty: 2697.429443
	Iteration 41Q: 3 clusters Score -409781.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -409782.843750 Penalty: 2697.429443
	Iteration 42Q: 3 clusters Score -409782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -409784.093750 Penalty: 2697.429443
	Iteration 43Q: 3 clusters Score -409784.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -409789.093750 Penalty: 2697.429443
	Iteration 44Q: 3 clusters Score -409789.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -409792.406250 Penalty: 2697.429443
	Iteration 45Q: 3 clusters Score -409792.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -409796.531250 Penalty: 2697.429443
	Iteration 46Q: 3 clusters Score -409796.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -409803.218750 Penalty: 2697.429443
	Iteration 47Q: 3 clusters Score -409803.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -409811.312500 Penalty: 2697.429443
	Iteration 48Q: 3 clusters Score -409811.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -409820.000000 Penalty: 2697.429443
	Iteration 49Q: 3 clusters Score -409820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -409824.843750 Penalty: 2697.429443
	Iteration 50Q: 3 clusters Score -409824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -409828.281250 Penalty: 2697.429443
	Iteration 51Q: 3 clusters Score -409828.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -409833.593750 Penalty: 2697.429443
	Iteration 52Q: 3 clusters Score -409833.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -409836.843750 Penalty: 2697.429443
	Iteration 53Q: 3 clusters Score -409836.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -409843.437500 Penalty: 2697.429443
	Iteration 54Q: 3 clusters Score -409843.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -409853.281250 Penalty: 2697.429443
	Iteration 55Q: 3 clusters Score -409853.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -409861.062500 Penalty: 2697.429443
	Iteration 56Q: 3 clusters Score -409861.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -409867.593750 Penalty: 2697.429443
	Iteration 57Q: 3 clusters Score -409867.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -409872.468750 Penalty: 2697.429443
	Iteration 58Q: 3 clusters Score -409872.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -409876.906250 Penalty: 2697.429443
	Iteration 59Q: 3 clusters Score -409876.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -409879.906250 Penalty: 2697.429443
	Iteration 60F: 3 clusters Score -409879.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -409884.125000 Penalty: 2697.429443
	Iteration 61Q: 3 clusters Score -409884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -409886.937500 Penalty: 2697.429443
	Iteration 62Q: 3 clusters Score -409886.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -409888.906250 Penalty: 2697.429443
	Iteration 63Q: 3 clusters Score -409888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -409889.781250 Penalty: 2697.429443
	Iteration 64Q: 3 clusters Score -409889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -409892.156250 Penalty: 2697.429443
	Iteration 65Q: 3 clusters Score -409892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -409893.375000 Penalty: 2697.429443
	Iteration 66Q: 3 clusters Score -409893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -409895.343750 Penalty: 2697.429443
	Iteration 67Q: 3 clusters Score -409895.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -409896.875000 Penalty: 2697.429443
	Iteration 68Q: 3 clusters Score -409896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -409897.281250 Penalty: 2697.429443
	Iteration 69Q: 3 clusters Score -409897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -409897.875000 Penalty: 2697.429443
	Iteration 70Q: 3 clusters Score -409897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -409897.875000 Penalty: 2697.429443
	Iteration 71F: 3 clusters Score -409897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (269218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269218 members 
Entering Unmasked Estep 
Score: -29073776.000000 Penalty: 2031.782471
	Iteration 0F: 2 clusters Score -2.907378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134974 members 
Mstep: Class 2 contains 134244 members 
Entering Unmasked Estep 
Score: -28907538.000000 Penalty: 4063.564941
	Iteration 0F: 3 clusters Score -2.890754e+07 nChanged 131019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144451 members 
Mstep: Class 2 contains 124767 members 
Entering Unmasked Estep 
Score: -28986904.000000 Penalty: 4063.564941
	Iteration 1F: 3 clusters Score -2.89869e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150842 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -28989626.000000 Penalty: 4063.564941
	Iteration 2Q: 3 clusters Score -2.898963e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160163 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -28994016.000000 Penalty: 4063.564941
	Iteration 3Q: 3 clusters Score -2.899402e+07 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -29001044.000000 Penalty: 4063.564941
	Iteration 4F: 3 clusters Score -2.900104e+07 nChanged 17633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189287 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -29010908.000000 Penalty: 4063.564941
	Iteration 5F: 3 clusters Score -2.901091e+07 nChanged 18092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205031 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -29023930.000000 Penalty: 4063.564941
	Iteration 6F: 3 clusters Score -2.902393e+07 nChanged 15730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217391 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -29036598.000000 Penalty: 4063.564941
	Iteration 7F: 3 clusters Score -2.90366e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224152 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -29045406.000000 Penalty: 4063.564941
	Iteration 8Q: 3 clusters Score -2.904541e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226870 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -29050002.000000 Penalty: 4063.564941
	Iteration 9Q: 3 clusters Score -2.905e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228248 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -29051708.000000 Penalty: 4063.564941
	Iteration 10Q: 3 clusters Score -2.905171e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229393 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -29052616.000000 Penalty: 4063.564941
	Iteration 11Q: 3 clusters Score -2.905262e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230364 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -29053128.000000 Penalty: 4063.564941
	Iteration 12Q: 3 clusters Score -2.905313e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231279 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -29053470.000000 Penalty: 4063.564941
	Iteration 13Q: 3 clusters Score -2.905347e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232086 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -29053854.000000 Penalty: 4063.564941
	Iteration 14Q: 3 clusters Score -2.905385e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232810 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -29054398.000000 Penalty: 4063.564941
	Iteration 15Q: 3 clusters Score -2.90544e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233532 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -29054684.000000 Penalty: 4063.564941
	Iteration 16Q: 3 clusters Score -2.905468e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234209 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -29055042.000000 Penalty: 4063.564941
	Iteration 17Q: 3 clusters Score -2.905504e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234841 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -29055332.000000 Penalty: 4063.564941
	Iteration 18Q: 3 clusters Score -2.905533e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235408 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -29055486.000000 Penalty: 4063.564941
	Iteration 19Q: 3 clusters Score -2.905549e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235931 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -29055762.000000 Penalty: 4063.564941
	Iteration 20F: 3 clusters Score -2.905576e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236459 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -29055900.000000 Penalty: 4063.564941
	Iteration 21Q: 3 clusters Score -2.90559e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236966 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -29056238.000000 Penalty: 4063.564941
	Iteration 22Q: 3 clusters Score -2.905624e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237520 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -29056376.000000 Penalty: 4063.564941
	Iteration 23Q: 3 clusters Score -2.905638e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238066 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -29056538.000000 Penalty: 4063.564941
	Iteration 24Q: 3 clusters Score -2.905654e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238622 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -29056720.000000 Penalty: 4063.564941
	Iteration 25Q: 3 clusters Score -2.905672e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239157 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -29056920.000000 Penalty: 4063.564941
	Iteration 26Q: 3 clusters Score -2.905692e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239703 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -29057222.000000 Penalty: 4063.564941
	Iteration 27Q: 3 clusters Score -2.905722e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240295 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -29057408.000000 Penalty: 4063.564941
	Iteration 28Q: 3 clusters Score -2.905741e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240899 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -29057608.000000 Penalty: 4063.564941
	Iteration 29Q: 3 clusters Score -2.905761e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241506 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -29057934.000000 Penalty: 4063.564941
	Iteration 30Q: 3 clusters Score -2.905793e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242090 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -29058108.000000 Penalty: 4063.564941
	Iteration 31Q: 3 clusters Score -2.905811e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242726 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -29058394.000000 Penalty: 4063.564941
	Iteration 32Q: 3 clusters Score -2.905839e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243370 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -29058716.000000 Penalty: 4063.564941
	Iteration 33Q: 3 clusters Score -2.905872e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244076 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -29059118.000000 Penalty: 4063.564941
	Iteration 34Q: 3 clusters Score -2.905912e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244747 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -29059228.000000 Penalty: 4063.564941
	Iteration 35Q: 3 clusters Score -2.905923e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245425 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -29059460.000000 Penalty: 4063.564941
	Iteration 36Q: 3 clusters Score -2.905946e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246103 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -29059824.000000 Penalty: 4063.564941
	Iteration 37Q: 3 clusters Score -2.905982e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246751 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -29060030.000000 Penalty: 4063.564941
	Iteration 38Q: 3 clusters Score -2.906003e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247395 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -29060352.000000 Penalty: 4063.564941
	Iteration 39Q: 3 clusters Score -2.906035e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248050 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -29060616.000000 Penalty: 4063.564941
	Iteration 40F: 3 clusters Score -2.906062e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248719 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -29060904.000000 Penalty: 4063.564941
	Iteration 41Q: 3 clusters Score -2.90609e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249426 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -29061208.000000 Penalty: 4063.564941
	Iteration 42Q: 3 clusters Score -2.906121e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250113 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -29061522.000000 Penalty: 4063.564941
	Iteration 43Q: 3 clusters Score -2.906152e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250798 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -29061904.000000 Penalty: 4063.564941
	Iteration 44Q: 3 clusters Score -2.90619e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251522 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -29062336.000000 Penalty: 4063.564941
	Iteration 45Q: 3 clusters Score -2.906234e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252223 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -29062750.000000 Penalty: 4063.564941
	Iteration 46Q: 3 clusters Score -2.906275e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252942 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -29063190.000000 Penalty: 4063.564941
	Iteration 47Q: 3 clusters Score -2.906319e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253645 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -29063672.000000 Penalty: 4063.564941
	Iteration 48Q: 3 clusters Score -2.906367e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254342 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -29064064.000000 Penalty: 4063.564941
	Iteration 49Q: 3 clusters Score -2.906406e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255056 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -29064636.000000 Penalty: 4063.564941
	Iteration 50Q: 3 clusters Score -2.906464e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255772 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -29065306.000000 Penalty: 4063.564941
	Iteration 51Q: 3 clusters Score -2.906531e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256516 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -29066002.000000 Penalty: 4063.564941
	Iteration 52Q: 3 clusters Score -2.9066e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257208 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -29066732.000000 Penalty: 4063.564941
	Iteration 53Q: 3 clusters Score -2.906673e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257834 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -29067584.000000 Penalty: 4063.564941
	Iteration 54Q: 3 clusters Score -2.906758e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258387 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -29068266.000000 Penalty: 4063.564941
	Iteration 55Q: 3 clusters Score -2.906827e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258816 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -29068870.000000 Penalty: 4063.564941
	Iteration 56Q: 3 clusters Score -2.906887e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259126 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -29069310.000000 Penalty: 4063.564941
	Iteration 57Q: 3 clusters Score -2.906931e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259351 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -29069598.000000 Penalty: 4063.564941
	Iteration 58Q: 3 clusters Score -2.90696e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259513 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -29069822.000000 Penalty: 4063.564941
	Iteration 59Q: 3 clusters Score -2.906982e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259648 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -29070086.000000 Penalty: 4063.564941
	Iteration 60F: 3 clusters Score -2.907009e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259749 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -29070284.000000 Penalty: 4063.564941
	Iteration 61Q: 3 clusters Score -2.907028e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259821 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -29070462.000000 Penalty: 4063.564941
	Iteration 62Q: 3 clusters Score -2.907046e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259848 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -29070560.000000 Penalty: 4063.564941
	Iteration 63Q: 3 clusters Score -2.907056e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259842 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -29070630.000000 Penalty: 4063.564941
	Iteration 64Q: 3 clusters Score -2.907063e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259826 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -29070740.000000 Penalty: 4063.564941
	Iteration 65Q: 3 clusters Score -2.907074e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259784 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -29070752.000000 Penalty: 4063.564941
	Iteration 66Q: 3 clusters Score -2.907075e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259748 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -29070742.000000 Penalty: 4063.564941
	Iteration 67Q: 3 clusters Score -2.907074e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259667 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -29070700.000000 Penalty: 4063.564941
	Iteration 68Q: 3 clusters Score -2.90707e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259561 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -29070676.000000 Penalty: 4063.564941
	Iteration 69Q: 3 clusters Score -2.907068e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259455 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -29070664.000000 Penalty: 4063.564941
	Iteration 70Q: 3 clusters Score -2.907066e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259362 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -29070692.000000 Penalty: 4063.564941
	Iteration 71Q: 3 clusters Score -2.907069e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259259 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -29070698.000000 Penalty: 4063.564941
	Iteration 72Q: 3 clusters Score -2.90707e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259159 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -29070652.000000 Penalty: 4063.564941
	Iteration 73Q: 3 clusters Score -2.907065e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259075 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -29070658.000000 Penalty: 4063.564941
	Iteration 74Q: 3 clusters Score -2.907066e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258980 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -29070658.000000 Penalty: 4063.564941
	Iteration 75Q: 3 clusters Score -2.907066e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258904 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -29070606.000000 Penalty: 4063.564941
	Iteration 76Q: 3 clusters Score -2.907061e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258830 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -29070600.000000 Penalty: 4063.564941
	Iteration 77Q: 3 clusters Score -2.90706e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258738 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -29070578.000000 Penalty: 4063.564941
	Iteration 78Q: 3 clusters Score -2.907058e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258648 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -29070606.000000 Penalty: 4063.564941
	Iteration 79Q: 3 clusters Score -2.907061e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258552 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -29070616.000000 Penalty: 4063.564941
	Iteration 80F: 3 clusters Score -2.907062e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258467 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -29070624.000000 Penalty: 4063.564941
	Iteration 81Q: 3 clusters Score -2.907062e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258371 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -29070632.000000 Penalty: 4063.564941
	Iteration 82Q: 3 clusters Score -2.907063e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258272 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -29070620.000000 Penalty: 4063.564941
	Iteration 83Q: 3 clusters Score -2.907062e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258178 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -29070662.000000 Penalty: 4063.564941
	Iteration 84Q: 3 clusters Score -2.907066e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258073 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -29070638.000000 Penalty: 4063.564941
	Iteration 85Q: 3 clusters Score -2.907064e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257977 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -29070684.000000 Penalty: 4063.564941
	Iteration 86Q: 3 clusters Score -2.907068e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257908 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -29070658.000000 Penalty: 4063.564941
	Iteration 87Q: 3 clusters Score -2.907066e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257828 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -29070708.000000 Penalty: 4063.564941
	Iteration 88Q: 3 clusters Score -2.907071e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257738 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -29070666.000000 Penalty: 4063.564941
	Iteration 89Q: 3 clusters Score -2.907067e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257648 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -29070686.000000 Penalty: 4063.564941
	Iteration 90Q: 3 clusters Score -2.907069e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257552 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -29070810.000000 Penalty: 4063.564941
	Iteration 91Q: 3 clusters Score -2.907081e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257441 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -29070708.000000 Penalty: 4063.564941
	Iteration 92Q: 3 clusters Score -2.907071e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257337 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -29070696.000000 Penalty: 4063.564941
	Iteration 93Q: 3 clusters Score -2.90707e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257240 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -29070746.000000 Penalty: 4063.564941
	Iteration 94Q: 3 clusters Score -2.907075e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257146 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -29070734.000000 Penalty: 4063.564941
	Iteration 95Q: 3 clusters Score -2.907073e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257028 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -29070750.000000 Penalty: 4063.564941
	Iteration 96Q: 3 clusters Score -2.907075e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256902 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -29070752.000000 Penalty: 4063.564941
	Iteration 97Q: 3 clusters Score -2.907075e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256799 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -29070788.000000 Penalty: 4063.564941
	Iteration 98Q: 3 clusters Score -2.907079e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256690 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -29070810.000000 Penalty: 4063.564941
	Iteration 99Q: 3 clusters Score -2.907081e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256595 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -29070768.000000 Penalty: 4063.564941
	Iteration 100F: 3 clusters Score -2.907077e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256500 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -29070772.000000 Penalty: 4063.564941
	Iteration 101Q: 3 clusters Score -2.907077e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256397 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -29070766.000000 Penalty: 4063.564941
	Iteration 102Q: 3 clusters Score -2.907077e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256296 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -29070734.000000 Penalty: 4063.564941
	Iteration 103Q: 3 clusters Score -2.907073e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256197 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -29070734.000000 Penalty: 4063.564941
	Iteration 104Q: 3 clusters Score -2.907073e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256081 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -29070732.000000 Penalty: 4063.564941
	Iteration 105Q: 3 clusters Score -2.907073e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255959 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -29070698.000000 Penalty: 4063.564941
	Iteration 106Q: 3 clusters Score -2.90707e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255816 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -29070638.000000 Penalty: 4063.564941
	Iteration 107Q: 3 clusters Score -2.907064e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255681 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -29070708.000000 Penalty: 4063.564941
	Iteration 108Q: 3 clusters Score -2.907071e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255543 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -29070694.000000 Penalty: 4063.564941
	Iteration 109Q: 3 clusters Score -2.907069e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255423 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -29070698.000000 Penalty: 4063.564941
	Iteration 110Q: 3 clusters Score -2.90707e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255260 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -29070628.000000 Penalty: 4063.564941
	Iteration 111Q: 3 clusters Score -2.907063e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255088 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -29070586.000000 Penalty: 4063.564941
	Iteration 112Q: 3 clusters Score -2.907059e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254933 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -29070644.000000 Penalty: 4063.564941
	Iteration 113Q: 3 clusters Score -2.907064e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254789 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -29070624.000000 Penalty: 4063.564941
	Iteration 114Q: 3 clusters Score -2.907062e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254665 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -29070672.000000 Penalty: 4063.564941
	Iteration 115Q: 3 clusters Score -2.907067e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254545 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -29070678.000000 Penalty: 4063.564941
	Iteration 116Q: 3 clusters Score -2.907068e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254427 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -29070684.000000 Penalty: 4063.564941
	Iteration 117Q: 3 clusters Score -2.907068e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254303 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -29070686.000000 Penalty: 4063.564941
	Iteration 118Q: 3 clusters Score -2.907069e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254152 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -29070682.000000 Penalty: 4063.564941
	Iteration 119Q: 3 clusters Score -2.907068e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253971 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -29070668.000000 Penalty: 4063.564941
	Iteration 120F: 3 clusters Score -2.907067e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253779 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -29070690.000000 Penalty: 4063.564941
	Iteration 121Q: 3 clusters Score -2.907069e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253596 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -29070682.000000 Penalty: 4063.564941
	Iteration 122Q: 3 clusters Score -2.907068e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253411 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -29070706.000000 Penalty: 4063.564941
	Iteration 123Q: 3 clusters Score -2.907071e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253249 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -29070668.000000 Penalty: 4063.564941
	Iteration 124Q: 3 clusters Score -2.907067e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253084 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -29070646.000000 Penalty: 4063.564941
	Iteration 125Q: 3 clusters Score -2.907065e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252923 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -29070692.000000 Penalty: 4063.564941
	Iteration 126Q: 3 clusters Score -2.907069e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252781 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -29070652.000000 Penalty: 4063.564941
	Iteration 127Q: 3 clusters Score -2.907065e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252637 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -29070658.000000 Penalty: 4063.564941
	Iteration 128Q: 3 clusters Score -2.907066e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252502 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -29070572.000000 Penalty: 4063.564941
	Iteration 129Q: 3 clusters Score -2.907057e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252382 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -29070576.000000 Penalty: 4063.564941
	Iteration 130Q: 3 clusters Score -2.907058e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252247 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -29070600.000000 Penalty: 4063.564941
	Iteration 131Q: 3 clusters Score -2.90706e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252125 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -29070638.000000 Penalty: 4063.564941
	Iteration 132Q: 3 clusters Score -2.907064e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252018 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -29070598.000000 Penalty: 4063.564941
	Iteration 133Q: 3 clusters Score -2.90706e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251919 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -29070590.000000 Penalty: 4063.564941
	Iteration 134Q: 3 clusters Score -2.907059e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251819 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -29070682.000000 Penalty: 4063.564941
	Iteration 135Q: 3 clusters Score -2.907068e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251715 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -29070690.000000 Penalty: 4063.564941
	Iteration 136Q: 3 clusters Score -2.907069e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251605 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -29070648.000000 Penalty: 4063.564941
	Iteration 137Q: 3 clusters Score -2.907065e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251493 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -29070610.000000 Penalty: 4063.564941
	Iteration 138Q: 3 clusters Score -2.907061e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251386 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -29070604.000000 Penalty: 4063.564941
	Iteration 139Q: 3 clusters Score -2.90706e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251278 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -29070606.000000 Penalty: 4063.564941
	Iteration 140F: 3 clusters Score -2.907061e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251188 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -29070592.000000 Penalty: 4063.564941
	Iteration 141Q: 3 clusters Score -2.907059e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251101 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -29070596.000000 Penalty: 4063.564941
	Iteration 142Q: 3 clusters Score -2.90706e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251019 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -29070576.000000 Penalty: 4063.564941
	Iteration 143Q: 3 clusters Score -2.907058e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250949 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -29070556.000000 Penalty: 4063.564941
	Iteration 144Q: 3 clusters Score -2.907056e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250885 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -29070546.000000 Penalty: 4063.564941
	Iteration 145Q: 3 clusters Score -2.907055e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250829 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -29070526.000000 Penalty: 4063.564941
	Iteration 146Q: 3 clusters Score -2.907053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250761 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -29070504.000000 Penalty: 4063.564941
	Iteration 147Q: 3 clusters Score -2.90705e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250689 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -29070492.000000 Penalty: 4063.564941
	Iteration 148Q: 3 clusters Score -2.907049e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250618 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -29070484.000000 Penalty: 4063.564941
	Iteration 149Q: 3 clusters Score -2.907048e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250552 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -29070474.000000 Penalty: 4063.564941
	Iteration 150Q: 3 clusters Score -2.907047e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250487 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -29070470.000000 Penalty: 4063.564941
	Iteration 151Q: 3 clusters Score -2.907047e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250433 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -29070460.000000 Penalty: 4063.564941
	Iteration 152Q: 3 clusters Score -2.907046e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250381 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -29070468.000000 Penalty: 4063.564941
	Iteration 153Q: 3 clusters Score -2.907047e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250329 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -29070472.000000 Penalty: 4063.564941
	Iteration 154Q: 3 clusters Score -2.907047e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250282 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -29070500.000000 Penalty: 4063.564941
	Iteration 155Q: 3 clusters Score -2.90705e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250228 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -29070534.000000 Penalty: 4063.564941
	Iteration 156Q: 3 clusters Score -2.907053e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250183 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -29070516.000000 Penalty: 4063.564941
	Iteration 157Q: 3 clusters Score -2.907052e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250135 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -29070518.000000 Penalty: 4063.564941
	Iteration 158Q: 3 clusters Score -2.907052e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250097 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -29070502.000000 Penalty: 4063.564941
	Iteration 159Q: 3 clusters Score -2.90705e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250046 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -29070512.000000 Penalty: 4063.564941
	Iteration 160F: 3 clusters Score -2.907051e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249981 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -29070480.000000 Penalty: 4063.564941
	Iteration 161Q: 3 clusters Score -2.907048e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249915 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -29070520.000000 Penalty: 4063.564941
	Iteration 162Q: 3 clusters Score -2.907052e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249859 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -29070468.000000 Penalty: 4063.564941
	Iteration 163Q: 3 clusters Score -2.907047e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249795 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -29070464.000000 Penalty: 4063.564941
	Iteration 164Q: 3 clusters Score -2.907046e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249730 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -29070474.000000 Penalty: 4063.564941
	Iteration 165Q: 3 clusters Score -2.907047e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249656 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -29070472.000000 Penalty: 4063.564941
	Iteration 166Q: 3 clusters Score -2.907047e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249598 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -29070488.000000 Penalty: 4063.564941
	Iteration 167Q: 3 clusters Score -2.907049e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249540 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -29070494.000000 Penalty: 4063.564941
	Iteration 168Q: 3 clusters Score -2.907049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249495 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -29070514.000000 Penalty: 4063.564941
	Iteration 169Q: 3 clusters Score -2.907051e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249453 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -29070510.000000 Penalty: 4063.564941
	Iteration 170Q: 3 clusters Score -2.907051e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249411 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -29070472.000000 Penalty: 4063.564941
	Iteration 171Q: 3 clusters Score -2.907047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249376 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -29070470.000000 Penalty: 4063.564941
	Iteration 172Q: 3 clusters Score -2.907047e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249327 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -29070440.000000 Penalty: 4063.564941
	Iteration 173Q: 3 clusters Score -2.907044e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249272 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -29070426.000000 Penalty: 4063.564941
	Iteration 174Q: 3 clusters Score -2.907043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249230 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -29070416.000000 Penalty: 4063.564941
	Iteration 175Q: 3 clusters Score -2.907042e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249194 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -29070414.000000 Penalty: 4063.564941
	Iteration 176Q: 3 clusters Score -2.907041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249172 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -29070386.000000 Penalty: 4063.564941
	Iteration 177Q: 3 clusters Score -2.907039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249148 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -29070422.000000 Penalty: 4063.564941
	Iteration 178Q: 3 clusters Score -2.907042e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249114 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -29070450.000000 Penalty: 4063.564941
	Iteration 179Q: 3 clusters Score -2.907045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249075 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -29070470.000000 Penalty: 4063.564941
	Iteration 180F: 3 clusters Score -2.907047e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249029 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -29070452.000000 Penalty: 4063.564941
	Iteration 181Q: 3 clusters Score -2.907045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248991 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -29070448.000000 Penalty: 4063.564941
	Iteration 182Q: 3 clusters Score -2.907045e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248947 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -29070484.000000 Penalty: 4063.564941
	Iteration 183Q: 3 clusters Score -2.907048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248909 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -29070452.000000 Penalty: 4063.564941
	Iteration 184Q: 3 clusters Score -2.907045e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248868 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -29070462.000000 Penalty: 4063.564941
	Iteration 185Q: 3 clusters Score -2.907046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248830 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -29070514.000000 Penalty: 4063.564941
	Iteration 186Q: 3 clusters Score -2.907051e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248791 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -29070526.000000 Penalty: 4063.564941
	Iteration 187Q: 3 clusters Score -2.907053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248749 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -29070518.000000 Penalty: 4063.564941
	Iteration 188Q: 3 clusters Score -2.907052e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248709 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -29070542.000000 Penalty: 4063.564941
	Iteration 189Q: 3 clusters Score -2.907054e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248674 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -29070526.000000 Penalty: 4063.564941
	Iteration 190Q: 3 clusters Score -2.907053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248646 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -29070508.000000 Penalty: 4063.564941
	Iteration 191Q: 3 clusters Score -2.907051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248619 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -29070510.000000 Penalty: 4063.564941
	Iteration 192Q: 3 clusters Score -2.907051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248592 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -29070530.000000 Penalty: 4063.564941
	Iteration 193Q: 3 clusters Score -2.907053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248561 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -29070508.000000 Penalty: 4063.564941
	Iteration 194Q: 3 clusters Score -2.907051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248528 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -29070552.000000 Penalty: 4063.564941
	Iteration 195Q: 3 clusters Score -2.907055e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248492 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -29070568.000000 Penalty: 4063.564941
	Iteration 196Q: 3 clusters Score -2.907057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248461 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -29070570.000000 Penalty: 4063.564941
	Iteration 197Q: 3 clusters Score -2.907057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248429 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -29070566.000000 Penalty: 4063.564941
	Iteration 198Q: 3 clusters Score -2.907057e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248405 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -29070586.000000 Penalty: 4063.564941
	Iteration 199Q: 3 clusters Score -2.907059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248384 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -29070592.000000 Penalty: 4063.564941
	Iteration 200F: 3 clusters Score -2.907059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248361 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -29070578.000000 Penalty: 4063.564941
	Iteration 201Q: 3 clusters Score -2.907058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248335 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -29070562.000000 Penalty: 4063.564941
	Iteration 202Q: 3 clusters Score -2.907056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248318 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -29070556.000000 Penalty: 4063.564941
	Iteration 203Q: 3 clusters Score -2.907056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248299 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -29070530.000000 Penalty: 4063.564941
	Iteration 204Q: 3 clusters Score -2.907053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248279 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -29070518.000000 Penalty: 4063.564941
	Iteration 205Q: 3 clusters Score -2.907052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248267 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -29070522.000000 Penalty: 4063.564941
	Iteration 206Q: 3 clusters Score -2.907052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248250 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -29070518.000000 Penalty: 4063.564941
	Iteration 207Q: 3 clusters Score -2.907052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248234 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -29070492.000000 Penalty: 4063.564941
	Iteration 208Q: 3 clusters Score -2.907049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248217 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -29070506.000000 Penalty: 4063.564941
	Iteration 209Q: 3 clusters Score -2.907051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248207 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -29070492.000000 Penalty: 4063.564941
	Iteration 210Q: 3 clusters Score -2.907049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248189 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -29070494.000000 Penalty: 4063.564941
	Iteration 211Q: 3 clusters Score -2.907049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248179 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -29070488.000000 Penalty: 4063.564941
	Iteration 212Q: 3 clusters Score -2.907049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248172 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -29070516.000000 Penalty: 4063.564941
	Iteration 213Q: 3 clusters Score -2.907052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248162 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -29070508.000000 Penalty: 4063.564941
	Iteration 214Q: 3 clusters Score -2.907051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248153 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -29070522.000000 Penalty: 4063.564941
	Iteration 215Q: 3 clusters Score -2.907052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248144 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -29070524.000000 Penalty: 4063.564941
	Iteration 216Q: 3 clusters Score -2.907052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248140 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -29070520.000000 Penalty: 4063.564941
	Iteration 217Q: 3 clusters Score -2.907052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248139 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -29070508.000000 Penalty: 4063.564941
	Iteration 218Q: 3 clusters Score -2.907051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248135 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -29070496.000000 Penalty: 4063.564941
	Iteration 219Q: 3 clusters Score -2.90705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248130 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -29070510.000000 Penalty: 4063.564941
	Iteration 220F: 3 clusters Score -2.907051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248123 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -29070518.000000 Penalty: 4063.564941
	Iteration 221Q: 3 clusters Score -2.907052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248120 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -29070522.000000 Penalty: 4063.564941
	Iteration 222Q: 3 clusters Score -2.907052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248116 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -29070512.000000 Penalty: 4063.564941
	Iteration 223Q: 3 clusters Score -2.907051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248115 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -29070514.000000 Penalty: 4063.564941
	Iteration 224Q: 3 clusters Score -2.907051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248115 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -29070514.000000 Penalty: 4063.564941
	Iteration 225F: 3 clusters Score -2.907051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Entering Unmasked Estep 
Score: -4541143.000000 Penalty: 1726.996826
	Iteration 0F: 2 clusters Score -4541143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4513533.500000 Penalty: 3453.993652
	Iteration 0F: 3 clusters Score -4513534 nChanged 19218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -4523985.000000 Penalty: 3453.993652
	Iteration 1F: 3 clusters Score -4523985 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4524261.000000 Penalty: 3453.993652
	Iteration 2Q: 3 clusters Score -4524261 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4524530.000000 Penalty: 3453.993652
	Iteration 3Q: 3 clusters Score -4524530 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -4524773.500000 Penalty: 3453.993652
	Iteration 4Q: 3 clusters Score -4524774 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4524987.000000 Penalty: 3453.993652
	Iteration 5Q: 3 clusters Score -4524987 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4525202.000000 Penalty: 3453.993652
	Iteration 6Q: 3 clusters Score -4525202 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -4525460.000000 Penalty: 3453.993652
	Iteration 7Q: 3 clusters Score -4525460 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -4525821.500000 Penalty: 3453.993652
	Iteration 8Q: 3 clusters Score -4525822 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -4526367.000000 Penalty: 3453.993652
	Iteration 9Q: 3 clusters Score -4526367 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -4527240.000000 Penalty: 3453.993652
	Iteration 10Q: 3 clusters Score -4527240 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -4528653.500000 Penalty: 3453.993652
	Iteration 11F: 3 clusters Score -4528654 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4530727.500000 Penalty: 3453.993652
	Iteration 12F: 3 clusters Score -4530728 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4533397.000000 Penalty: 3453.993652
	Iteration 13F: 3 clusters Score -4533397 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4535800.000000 Penalty: 3453.993652
	Iteration 14F: 3 clusters Score -4535800 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -4537557.000000 Penalty: 3453.993652
	Iteration 15Q: 3 clusters Score -4537557 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -4538586.500000 Penalty: 3453.993652
	Iteration 16Q: 3 clusters Score -4538586 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -4539035.500000 Penalty: 3453.993652
	Iteration 17Q: 3 clusters Score -4539036 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -4539270.500000 Penalty: 3453.993652
	Iteration 18Q: 3 clusters Score -4539270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -4539387.500000 Penalty: 3453.993652
	Iteration 19Q: 3 clusters Score -4539388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4539453.000000 Penalty: 3453.993652
	Iteration 20F: 3 clusters Score -4539453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -4539509.000000 Penalty: 3453.993652
	Iteration 21Q: 3 clusters Score -4539509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -4539555.500000 Penalty: 3453.993652
	Iteration 22Q: 3 clusters Score -4539556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4539568.500000 Penalty: 3453.993652
	Iteration 23Q: 3 clusters Score -4539568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -4539576.500000 Penalty: 3453.993652
	Iteration 24Q: 3 clusters Score -4539576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -4539589.500000 Penalty: 3453.993652
	Iteration 25Q: 3 clusters Score -4539590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -4539592.500000 Penalty: 3453.993652
	Iteration 26Q: 3 clusters Score -4539592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -4539592.000000 Penalty: 3453.993652
	Iteration 27Q: 3 clusters Score -4539592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -4539592.000000 Penalty: 3453.993652
	Iteration 28F: 3 clusters Score -4539592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (83309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Entering Unmasked Estep 
Score: -9110079.000000 Penalty: 1841.175659
	Iteration 0F: 2 clusters Score -9110079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -9054405.000000 Penalty: 3682.351318
	Iteration 0F: 3 clusters Score -9054405 nChanged 39804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -9077219.000000 Penalty: 3682.351318
	Iteration 1F: 3 clusters Score -9077219 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -9078012.000000 Penalty: 3682.351318
	Iteration 2Q: 3 clusters Score -9078012 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -9079336.000000 Penalty: 3682.351318
	Iteration 3Q: 3 clusters Score -9079336 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -9081632.000000 Penalty: 3682.351318
	Iteration 4F: 3 clusters Score -9081632 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -9085741.000000 Penalty: 3682.351318
	Iteration 5F: 3 clusters Score -9085741 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -9092234.000000 Penalty: 3682.351318
	Iteration 6F: 3 clusters Score -9092234 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -9099003.000000 Penalty: 3682.351318
	Iteration 7F: 3 clusters Score -9099003 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -9103687.000000 Penalty: 3682.351318
	Iteration 8F: 3 clusters Score -9103687 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -9106077.000000 Penalty: 3682.351318
	Iteration 9Q: 3 clusters Score -9106077 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -9107007.000000 Penalty: 3682.351318
	Iteration 10Q: 3 clusters Score -9107007 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -9107496.000000 Penalty: 3682.351318
	Iteration 11Q: 3 clusters Score -9107496 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -9107791.000000 Penalty: 3682.351318
	Iteration 12Q: 3 clusters Score -9107791 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -9107981.000000 Penalty: 3682.351318
	Iteration 13Q: 3 clusters Score -9107981 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -9108177.000000 Penalty: 3682.351318
	Iteration 14Q: 3 clusters Score -9108177 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9108326.000000 Penalty: 3682.351318
	Iteration 15Q: 3 clusters Score -9108326 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9108433.000000 Penalty: 3682.351318
	Iteration 16Q: 3 clusters Score -9108433 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -9108526.000000 Penalty: 3682.351318
	Iteration 17Q: 3 clusters Score -9108526 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -9108612.000000 Penalty: 3682.351318
	Iteration 18Q: 3 clusters Score -9108612 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -9108683.000000 Penalty: 3682.351318
	Iteration 19Q: 3 clusters Score -9108683 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9108714.000000 Penalty: 3682.351318
	Iteration 20F: 3 clusters Score -9108714 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -9108757.000000 Penalty: 3682.351318
	Iteration 21Q: 3 clusters Score -9108757 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -9108783.000000 Penalty: 3682.351318
	Iteration 22Q: 3 clusters Score -9108783 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -9108820.000000 Penalty: 3682.351318
	Iteration 23Q: 3 clusters Score -9108820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9108842.000000 Penalty: 3682.351318
	Iteration 24Q: 3 clusters Score -9108842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9108866.000000 Penalty: 3682.351318
	Iteration 25Q: 3 clusters Score -9108866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -9108886.000000 Penalty: 3682.351318
	Iteration 26Q: 3 clusters Score -9108886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -9108899.000000 Penalty: 3682.351318
	Iteration 27Q: 3 clusters Score -9108899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9108911.000000 Penalty: 3682.351318
	Iteration 28Q: 3 clusters Score -9108911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9108924.000000 Penalty: 3682.351318
	Iteration 29Q: 3 clusters Score -9108924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9108936.000000 Penalty: 3682.351318
	Iteration 30Q: 3 clusters Score -9108936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9108929.000000 Penalty: 3682.351318
	Iteration 31Q: 3 clusters Score -9108929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -9108935.000000 Penalty: 3682.351318
	Iteration 32Q: 3 clusters Score -9108935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9108939.000000 Penalty: 3682.351318
	Iteration 33Q: 3 clusters Score -9108939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9108949.000000 Penalty: 3682.351318
	Iteration 34Q: 3 clusters Score -9108949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9108941.000000 Penalty: 3682.351318
	Iteration 35Q: 3 clusters Score -9108941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9108936.000000 Penalty: 3682.351318
	Iteration 36Q: 3 clusters Score -9108936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9108941.000000 Penalty: 3682.351318
	Iteration 37Q: 3 clusters Score -9108941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9108942.000000 Penalty: 3682.351318
	Iteration 38Q: 3 clusters Score -9108942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9108942.000000 Penalty: 3682.351318
	Iteration 39Q: 3 clusters Score -9108942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9108950.000000 Penalty: 3682.351318
	Iteration 40F: 3 clusters Score -9108950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9108951.000000 Penalty: 3682.351318
	Iteration 41Q: 3 clusters Score -9108951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9108955.000000 Penalty: 3682.351318
	Iteration 42Q: 3 clusters Score -9108955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9108955.000000 Penalty: 3682.351318
	Iteration 43Q: 3 clusters Score -9108955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9108963.000000 Penalty: 3682.351318
	Iteration 44Q: 3 clusters Score -9108963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9108966.000000 Penalty: 3682.351318
	Iteration 45Q: 3 clusters Score -9108966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9108964.000000 Penalty: 3682.351318
	Iteration 46Q: 3 clusters Score -9108964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9108967.000000 Penalty: 3682.351318
	Iteration 47Q: 3 clusters Score -9108967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9108969.000000 Penalty: 3682.351318
	Iteration 48Q: 3 clusters Score -9108969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9108964.000000 Penalty: 3682.351318
	Iteration 49Q: 3 clusters Score -9108964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9108963.000000 Penalty: 3682.351318
	Iteration 50Q: 3 clusters Score -9108963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9108961.000000 Penalty: 3682.351318
	Iteration 51Q: 3 clusters Score -9108961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9108961.000000 Penalty: 3682.351318
	Iteration 52F: 3 clusters Score -9108961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Entering Unmasked Estep 
Score: -4360984.000000 Penalty: 1725.830933
	Iteration 0F: 2 clusters Score -4360984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4333585.500000 Penalty: 3451.661865
	Iteration 0F: 3 clusters Score -4333586 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4344022.000000 Penalty: 3451.661865
	Iteration 1F: 3 clusters Score -4344022 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4344394.000000 Penalty: 3451.661865
	Iteration 2Q: 3 clusters Score -4344394 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4344842.500000 Penalty: 3451.661865
	Iteration 3Q: 3 clusters Score -4344842 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4345414.500000 Penalty: 3451.661865
	Iteration 4Q: 3 clusters Score -4345414 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4346332.500000 Penalty: 3451.661865
	Iteration 5Q: 3 clusters Score -4346332 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4347719.000000 Penalty: 3451.661865
	Iteration 6F: 3 clusters Score -4347719 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4349944.500000 Penalty: 3451.661865
	Iteration 7F: 3 clusters Score -4349944 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4352971.500000 Penalty: 3451.661865
	Iteration 8F: 3 clusters Score -4352972 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4356111.000000 Penalty: 3451.661865
	Iteration 9F: 3 clusters Score -4356111 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4358146.500000 Penalty: 3451.661865
	Iteration 10F: 3 clusters Score -4358146 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4358984.500000 Penalty: 3451.661865
	Iteration 11Q: 3 clusters Score -4358984 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4359274.000000 Penalty: 3451.661865
	Iteration 12Q: 3 clusters Score -4359274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4359387.000000 Penalty: 3451.661865
	Iteration 13Q: 3 clusters Score -4359387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4359431.000000 Penalty: 3451.661865
	Iteration 14Q: 3 clusters Score -4359431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4359461.500000 Penalty: 3451.661865
	Iteration 15Q: 3 clusters Score -4359462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4359474.500000 Penalty: 3451.661865
	Iteration 16Q: 3 clusters Score -4359474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4359487.000000 Penalty: 3451.661865
	Iteration 17Q: 3 clusters Score -4359487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4359489.000000 Penalty: 3451.661865
	Iteration 18Q: 3 clusters Score -4359489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4359490.000000 Penalty: 3451.661865
	Iteration 19Q: 3 clusters Score -4359490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4359494.000000 Penalty: 3451.661865
	Iteration 20F: 3 clusters Score -4359494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4359495.000000 Penalty: 3451.661865
	Iteration 21Q: 3 clusters Score -4359495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4359497.500000 Penalty: 3451.661865
	Iteration 22Q: 3 clusters Score -4359498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4359500.000000 Penalty: 3451.661865
	Iteration 23Q: 3 clusters Score -4359500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4359502.000000 Penalty: 3451.661865
	Iteration 24Q: 3 clusters Score -4359502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4359502.000000 Penalty: 3451.661865
	Iteration 25F: 3 clusters Score -4359502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 48628 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 229436 members 
Mstep: Class 5 contains 56545 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 4312 members 
Mstep: Class 8 contains 65083 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4023 members 
Mstep: Class 13 contains 269218 members 
Mstep: Class 14 contains 41261 members 
Mstep: Class 16 contains 83309 members 
Mstep: Class 19 contains 40966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833072.000000 Penalty: 33373.367188
Iteration 79Q: 16 clusters Score -9.383307e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 48728 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 229196 members 
Mstep: Class 5 contains 56523 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 64905 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 269246 members 
Mstep: Class 14 contains 41322 members 
Mstep: Class 16 contains 83414 members 
Mstep: Class 19 contains 40972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833248.000000 Penalty: 33373.367188
Iteration 80F: 16 clusters Score -9.383325e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 48821 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 228980 members 
Mstep: Class 5 contains 56514 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 4320 members 
Mstep: Class 8 contains 64748 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4026 members 
Mstep: Class 13 contains 269273 members 
Mstep: Class 14 contains 41373 members 
Mstep: Class 16 contains 83508 members 
Mstep: Class 19 contains 40981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833112.000000 Penalty: 33373.367188
Iteration 81Q: 16 clusters Score -9.383311e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 228779 members 
Mstep: Class 5 contains 56508 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 64589 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4026 members 
Mstep: Class 13 contains 269300 members 
Mstep: Class 14 contains 41438 members 
Mstep: Class 16 contains 83602 members 
Mstep: Class 19 contains 40989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833200.000000 Penalty: 33373.367188
Iteration 82Q: 16 clusters Score -9.38332e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 48977 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 228581 members 
Mstep: Class 5 contains 56486 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 4332 members 
Mstep: Class 8 contains 64448 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4026 members 
Mstep: Class 13 contains 269337 members 
Mstep: Class 14 contains 41504 members 
Mstep: Class 16 contains 83704 members 
Mstep: Class 19 contains 40999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833272.000000 Penalty: 33373.367188
Iteration 83Q: 16 clusters Score -9.383327e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 49043 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 228374 members 
Mstep: Class 5 contains 56476 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 4337 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 269388 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 16 contains 83792 members 
Mstep: Class 19 contains 41007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833328.000000 Penalty: 33373.367188
Iteration 84Q: 16 clusters Score -9.383333e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 49113 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 228166 members 
Mstep: Class 5 contains 56465 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 4344 members 
Mstep: Class 8 contains 64212 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 269448 members 
Mstep: Class 14 contains 41634 members 
Mstep: Class 16 contains 83861 members 
Mstep: Class 19 contains 41013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833440.000000 Penalty: 33373.367188
Iteration 85Q: 16 clusters Score -9.383344e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 49176 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 227993 members 
Mstep: Class 5 contains 56457 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 64125 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 269486 members 
Mstep: Class 14 contains 41687 members 
Mstep: Class 16 contains 83915 members 
Mstep: Class 19 contains 41012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833472.000000 Penalty: 33373.367188
Iteration 86Q: 16 clusters Score -9.383347e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 49247 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 227826 members 
Mstep: Class 5 contains 56446 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 64044 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 269529 members 
Mstep: Class 14 contains 41733 members 
Mstep: Class 16 contains 83962 members 
Mstep: Class 19 contains 41013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833544.000000 Penalty: 33373.367188
Iteration 87Q: 16 clusters Score -9.383354e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 49311 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 227678 members 
Mstep: Class 5 contains 56435 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 4360 members 
Mstep: Class 8 contains 63946 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 269596 members 
Mstep: Class 14 contains 41766 members 
Mstep: Class 16 contains 84014 members 
Mstep: Class 19 contains 41018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833608.000000 Penalty: 33373.367188
Iteration 88Q: 16 clusters Score -9.383361e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 49382 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 227485 members 
Mstep: Class 5 contains 56417 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 4360 members 
Mstep: Class 8 contains 63861 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 269658 members 
Mstep: Class 14 contains 41801 members 
Mstep: Class 16 contains 84083 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833584.000000 Penalty: 33373.367188
Iteration 89Q: 16 clusters Score -9.383358e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 49442 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 227300 members 
Mstep: Class 5 contains 56398 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 4366 members 
Mstep: Class 8 contains 63800 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 269701 members 
Mstep: Class 14 contains 41822 members 
Mstep: Class 16 contains 84155 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833592.000000 Penalty: 33373.367188
Iteration 90Q: 16 clusters Score -9.383359e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 49500 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 227136 members 
Mstep: Class 5 contains 56383 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 4371 members 
Mstep: Class 8 contains 63734 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4028 members 
Mstep: Class 13 contains 269773 members 
Mstep: Class 14 contains 41845 members 
Mstep: Class 16 contains 84207 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833688.000000 Penalty: 33373.367188
Iteration 91Q: 16 clusters Score -9.383369e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 49547 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 226981 members 
Mstep: Class 5 contains 56365 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 4374 members 
Mstep: Class 8 contains 63675 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 269846 members 
Mstep: Class 14 contains 41874 members 
Mstep: Class 16 contains 84238 members 
Mstep: Class 19 contains 41021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833696.000000 Penalty: 33373.367188
Iteration 92Q: 16 clusters Score -9.38337e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 49599 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 226802 members 
Mstep: Class 5 contains 56355 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 4374 members 
Mstep: Class 8 contains 63620 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 269932 members 
Mstep: Class 14 contains 41907 members 
Mstep: Class 16 contains 84280 members 
Mstep: Class 19 contains 41021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833624.000000 Penalty: 33373.367188
Iteration 93Q: 16 clusters Score -9.383362e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 49645 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 226640 members 
Mstep: Class 5 contains 56353 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 4377 members 
Mstep: Class 8 contains 63562 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 270014 members 
Mstep: Class 14 contains 41924 members 
Mstep: Class 16 contains 84323 members 
Mstep: Class 19 contains 41021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833624.000000 Penalty: 33373.367188
Iteration 94Q: 16 clusters Score -9.383362e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 49681 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 226501 members 
Mstep: Class 5 contains 56345 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 4381 members 
Mstep: Class 8 contains 63506 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 270078 members 
Mstep: Class 14 contains 41948 members 
Mstep: Class 16 contains 84365 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833616.000000 Penalty: 33373.367188
Iteration 95Q: 16 clusters Score -9.383362e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 49716 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 226344 members 
Mstep: Class 5 contains 56332 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 63458 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 270151 members 
Mstep: Class 14 contains 41979 members 
Mstep: Class 16 contains 84405 members 
Mstep: Class 19 contains 41018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833728.000000 Penalty: 33373.367188
Iteration 96Q: 16 clusters Score -9.383373e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 49758 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 226181 members 
Mstep: Class 5 contains 56321 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 63415 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 270229 members 
Mstep: Class 14 contains 42004 members 
Mstep: Class 16 contains 84442 members 
Mstep: Class 19 contains 41017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833704.000000 Penalty: 33373.367188
Iteration 97Q: 16 clusters Score -9.38337e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 49798 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 226026 members 
Mstep: Class 5 contains 56313 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 63382 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 270278 members 
Mstep: Class 14 contains 42032 members 
Mstep: Class 16 contains 84488 members 
Mstep: Class 19 contains 41016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833768.000000 Penalty: 33373.367188
Iteration 98Q: 16 clusters Score -9.383377e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 49844 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225891 members 
Mstep: Class 5 contains 56313 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 63345 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 270307 members 
Mstep: Class 14 contains 42054 members 
Mstep: Class 16 contains 84536 members 
Mstep: Class 19 contains 41009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833768.000000 Penalty: 33373.367188
Iteration 99Q: 16 clusters Score -9.383377e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 49884 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225781 members 
Mstep: Class 5 contains 56307 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 63304 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 270331 members 
Mstep: Class 14 contains 42063 members 
Mstep: Class 16 contains 84583 members 
Mstep: Class 19 contains 41007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833808.000000 Penalty: 33373.367188
Iteration 100F: 16 clusters Score -9.383381e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 49913 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225685 members 
Mstep: Class 5 contains 56303 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 63259 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270355 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 16 contains 84638 members 
Mstep: Class 19 contains 41007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833872.000000 Penalty: 33373.367188
Iteration 101Q: 16 clusters Score -9.383387e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 49947 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225598 members 
Mstep: Class 5 contains 56297 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 63226 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270346 members 
Mstep: Class 14 contains 42083 members 
Mstep: Class 16 contains 84702 members 
Mstep: Class 19 contains 41006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833784.000000 Penalty: 33373.367188
Iteration 102Q: 16 clusters Score -9.383378e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 49981 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225504 members 
Mstep: Class 5 contains 56292 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 63196 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270344 members 
Mstep: Class 14 contains 42099 members 
Mstep: Class 16 contains 84756 members 
Mstep: Class 19 contains 41008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833824.000000 Penalty: 33373.367188
Iteration 103Q: 16 clusters Score -9.383382e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 50004 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225406 members 
Mstep: Class 5 contains 56284 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 63173 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270368 members 
Mstep: Class 14 contains 42106 members 
Mstep: Class 16 contains 84800 members 
Mstep: Class 19 contains 41010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833800.000000 Penalty: 33373.367188
Iteration 104Q: 16 clusters Score -9.38338e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 50020 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225305 members 
Mstep: Class 5 contains 56277 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 63160 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270395 members 
Mstep: Class 14 contains 42120 members 
Mstep: Class 16 contains 84835 members 
Mstep: Class 19 contains 41008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833824.000000 Penalty: 33373.367188
Iteration 105Q: 16 clusters Score -9.383382e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 50036 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225209 members 
Mstep: Class 5 contains 56269 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 63141 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270427 members 
Mstep: Class 14 contains 42137 members 
Mstep: Class 16 contains 84870 members 
Mstep: Class 19 contains 41008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833888.000000 Penalty: 33373.367188
Iteration 106Q: 16 clusters Score -9.383389e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 50048 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225133 members 
Mstep: Class 5 contains 56258 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 63107 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270457 members 
Mstep: Class 14 contains 42154 members 
Mstep: Class 16 contains 84909 members 
Mstep: Class 19 contains 41010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833984.000000 Penalty: 33373.367188
Iteration 107Q: 16 clusters Score -9.383398e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 50059 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 225070 members 
Mstep: Class 5 contains 56249 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 63075 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270470 members 
Mstep: Class 14 contains 42177 members 
Mstep: Class 16 contains 84950 members 
Mstep: Class 19 contains 41010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833936.000000 Penalty: 33373.367188
Iteration 108Q: 16 clusters Score -9.383394e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 50074 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224994 members 
Mstep: Class 5 contains 56237 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 63033 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270516 members 
Mstep: Class 14 contains 42198 members 
Mstep: Class 16 contains 84984 members 
Mstep: Class 19 contains 41012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833936.000000 Penalty: 33373.367188
Iteration 109Q: 16 clusters Score -9.383394e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 50093 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224930 members 
Mstep: Class 5 contains 56235 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62991 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270540 members 
Mstep: Class 14 contains 42211 members 
Mstep: Class 16 contains 85016 members 
Mstep: Class 19 contains 41017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834008.000000 Penalty: 33373.367188
Iteration 110Q: 16 clusters Score -9.383401e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 50108 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224866 members 
Mstep: Class 5 contains 56228 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62957 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270585 members 
Mstep: Class 14 contains 42224 members 
Mstep: Class 16 contains 85038 members 
Mstep: Class 19 contains 41018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833928.000000 Penalty: 33373.367188
Iteration 111Q: 16 clusters Score -9.383393e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 50118 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224797 members 
Mstep: Class 5 contains 56218 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62913 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270640 members 
Mstep: Class 14 contains 42233 members 
Mstep: Class 16 contains 85073 members 
Mstep: Class 19 contains 41018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833968.000000 Penalty: 33373.367188
Iteration 112Q: 16 clusters Score -9.383397e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 50135 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224730 members 
Mstep: Class 5 contains 56216 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62879 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270675 members 
Mstep: Class 14 contains 42244 members 
Mstep: Class 16 contains 85105 members 
Mstep: Class 19 contains 41017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834032.000000 Penalty: 33373.367188
Iteration 113Q: 16 clusters Score -9.383403e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 50146 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224668 members 
Mstep: Class 5 contains 56211 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62841 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270726 members 
Mstep: Class 14 contains 42249 members 
Mstep: Class 16 contains 85131 members 
Mstep: Class 19 contains 41020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 114Q: 16 clusters Score -9.383405e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 50156 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224596 members 
Mstep: Class 5 contains 56210 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62806 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270790 members 
Mstep: Class 14 contains 42257 members 
Mstep: Class 16 contains 85149 members 
Mstep: Class 19 contains 41020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834160.000000 Penalty: 33373.367188
Iteration 115Q: 16 clusters Score -9.383416e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 50161 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224528 members 
Mstep: Class 5 contains 56210 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62784 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270818 members 
Mstep: Class 14 contains 42268 members 
Mstep: Class 16 contains 85177 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834120.000000 Penalty: 33373.367188
Iteration 116Q: 16 clusters Score -9.383412e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 50170 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224461 members 
Mstep: Class 5 contains 56211 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62761 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270846 members 
Mstep: Class 14 contains 42274 members 
Mstep: Class 16 contains 85207 members 
Mstep: Class 19 contains 41024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834168.000000 Penalty: 33373.367188
Iteration 117Q: 16 clusters Score -9.383417e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 50180 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224385 members 
Mstep: Class 5 contains 56212 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62747 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270875 members 
Mstep: Class 14 contains 42286 members 
Mstep: Class 16 contains 85236 members 
Mstep: Class 19 contains 41024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834200.000000 Penalty: 33373.367188
Iteration 118Q: 16 clusters Score -9.38342e+07 nChanged 129
Entering ConstructFrom: 
Score: -93834200.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (36478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Entering Unmasked Estep 
Score: -4016300.500000 Penalty: 1706.975464
	Iteration 0F: 2 clusters Score -4016300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3991869.500000 Penalty: 3413.950928
	Iteration 0F: 3 clusters Score -3991870 nChanged 16949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4001521.750000 Penalty: 3413.950928
	Iteration 1F: 3 clusters Score -4001522 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4002004.000000 Penalty: 3413.950928
	Iteration 2Q: 3 clusters Score -4002004 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4002571.250000 Penalty: 3413.950928
	Iteration 3Q: 3 clusters Score -4002571 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -4003266.750000 Penalty: 3413.950928
	Iteration 4Q: 3 clusters Score -4003267 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4004275.500000 Penalty: 3413.950928
	Iteration 5F: 3 clusters Score -4004276 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4005783.500000 Penalty: 3413.950928
	Iteration 6F: 3 clusters Score -4005784 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4007872.750000 Penalty: 3413.950928
	Iteration 7F: 3 clusters Score -4007873 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -4009959.250000 Penalty: 3413.950928
	Iteration 8F: 3 clusters Score -4009959 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4011368.250000 Penalty: 3413.950928
	Iteration 9F: 3 clusters Score -4011368 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -4012089.000000 Penalty: 3413.950928
	Iteration 10Q: 3 clusters Score -4012089 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4012435.500000 Penalty: 3413.950928
	Iteration 11Q: 3 clusters Score -4012436 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4012675.250000 Penalty: 3413.950928
	Iteration 12Q: 3 clusters Score -4012675 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -4012843.000000 Penalty: 3413.950928
	Iteration 13Q: 3 clusters Score -4012843 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -4012982.750000 Penalty: 3413.950928
	Iteration 14Q: 3 clusters Score -4012983 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4013135.500000 Penalty: 3413.950928
	Iteration 15Q: 3 clusters Score -4013136 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -4013259.000000 Penalty: 3413.950928
	Iteration 16Q: 3 clusters Score -4013259 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -4013439.500000 Penalty: 3413.950928
	Iteration 17Q: 3 clusters Score -4013440 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -4013576.750000 Penalty: 3413.950928
	Iteration 18Q: 3 clusters Score -4013577 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4013686.500000 Penalty: 3413.950928
	Iteration 19Q: 3 clusters Score -4013686 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4013799.750000 Penalty: 3413.950928
	Iteration 20F: 3 clusters Score -4013800 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4013906.750000 Penalty: 3413.950928
	Iteration 21Q: 3 clusters Score -4013907 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -4013993.750000 Penalty: 3413.950928
	Iteration 22Q: 3 clusters Score -4013994 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4014087.000000 Penalty: 3413.950928
	Iteration 23Q: 3 clusters Score -4014087 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -4014166.750000 Penalty: 3413.950928
	Iteration 24Q: 3 clusters Score -4014167 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4014253.000000 Penalty: 3413.950928
	Iteration 25Q: 3 clusters Score -4014253 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4014330.250000 Penalty: 3413.950928
	Iteration 26Q: 3 clusters Score -4014330 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4014375.750000 Penalty: 3413.950928
	Iteration 27Q: 3 clusters Score -4014376 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4014446.500000 Penalty: 3413.950928
	Iteration 28Q: 3 clusters Score -4014446 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4014505.500000 Penalty: 3413.950928
	Iteration 29Q: 3 clusters Score -4014506 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4014558.250000 Penalty: 3413.950928
	Iteration 30Q: 3 clusters Score -4014558 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4014604.250000 Penalty: 3413.950928
	Iteration 31Q: 3 clusters Score -4014604 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4014639.500000 Penalty: 3413.950928
	Iteration 32Q: 3 clusters Score -4014640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4014669.500000 Penalty: 3413.950928
	Iteration 33Q: 3 clusters Score -4014670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4014691.000000 Penalty: 3413.950928
	Iteration 34Q: 3 clusters Score -4014691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4014718.250000 Penalty: 3413.950928
	Iteration 35Q: 3 clusters Score -4014718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4014724.750000 Penalty: 3413.950928
	Iteration 36Q: 3 clusters Score -4014725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4014739.750000 Penalty: 3413.950928
	Iteration 37Q: 3 clusters Score -4014740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4014760.750000 Penalty: 3413.950928
	Iteration 38Q: 3 clusters Score -4014761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4014771.250000 Penalty: 3413.950928
	Iteration 39Q: 3 clusters Score -4014771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4014782.250000 Penalty: 3413.950928
	Iteration 40F: 3 clusters Score -4014782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4014788.750000 Penalty: 3413.950928
	Iteration 41Q: 3 clusters Score -4014789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4014805.250000 Penalty: 3413.950928
	Iteration 42Q: 3 clusters Score -4014805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4014817.250000 Penalty: 3413.950928
	Iteration 43Q: 3 clusters Score -4014817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4014830.000000 Penalty: 3413.950928
	Iteration 44Q: 3 clusters Score -4014830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4014850.500000 Penalty: 3413.950928
	Iteration 45Q: 3 clusters Score -4014850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4014866.000000 Penalty: 3413.950928
	Iteration 46Q: 3 clusters Score -4014866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4014863.750000 Penalty: 3413.950928
	Iteration 47Q: 3 clusters Score -4014864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4014872.500000 Penalty: 3413.950928
	Iteration 48Q: 3 clusters Score -4014872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4014878.750000 Penalty: 3413.950928
	Iteration 49Q: 3 clusters Score -4014879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4014886.500000 Penalty: 3413.950928
	Iteration 50Q: 3 clusters Score -4014886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4014884.250000 Penalty: 3413.950928
	Iteration 51Q: 3 clusters Score -4014884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4014888.500000 Penalty: 3413.950928
	Iteration 52Q: 3 clusters Score -4014888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4014890.250000 Penalty: 3413.950928
	Iteration 53Q: 3 clusters Score -4014890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4014891.250000 Penalty: 3413.950928
	Iteration 54Q: 3 clusters Score -4014891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4014896.250000 Penalty: 3413.950928
	Iteration 55Q: 3 clusters Score -4014896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4014896.750000 Penalty: 3413.950928
	Iteration 56Q: 3 clusters Score -4014897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4014909.500000 Penalty: 3413.950928
	Iteration 57Q: 3 clusters Score -4014910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4014913.500000 Penalty: 3413.950928
	Iteration 58Q: 3 clusters Score -4014914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4014922.250000 Penalty: 3413.950928
	Iteration 59Q: 3 clusters Score -4014922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4014929.250000 Penalty: 3413.950928
	Iteration 60F: 3 clusters Score -4014929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4014932.750000 Penalty: 3413.950928
	Iteration 61Q: 3 clusters Score -4014933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4014937.250000 Penalty: 3413.950928
	Iteration 62Q: 3 clusters Score -4014937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4014939.500000 Penalty: 3413.950928
	Iteration 63Q: 3 clusters Score -4014940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4014939.500000 Penalty: 3413.950928
	Iteration 64Q: 3 clusters Score -4014940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4014945.500000 Penalty: 3413.950928
	Iteration 65Q: 3 clusters Score -4014946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4014942.000000 Penalty: 3413.950928
	Iteration 66Q: 3 clusters Score -4014942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4014960.000000 Penalty: 3413.950928
	Iteration 67Q: 3 clusters Score -4014960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4014961.250000 Penalty: 3413.950928
	Iteration 68Q: 3 clusters Score -4014961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4014957.500000 Penalty: 3413.950928
	Iteration 69Q: 3 clusters Score -4014958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4014961.000000 Penalty: 3413.950928
	Iteration 70Q: 3 clusters Score -4014961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4014955.750000 Penalty: 3413.950928
	Iteration 71Q: 3 clusters Score -4014956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4014955.750000 Penalty: 3413.950928
	Iteration 72Q: 3 clusters Score -4014956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4014955.250000 Penalty: 3413.950928
	Iteration 73Q: 3 clusters Score -4014955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4014956.000000 Penalty: 3413.950928
	Iteration 74Q: 3 clusters Score -4014956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4014955.750000 Penalty: 3413.950928
	Iteration 75Q: 3 clusters Score -4014956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4014956.500000 Penalty: 3413.950928
	Iteration 76Q: 3 clusters Score -4014956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4014954.250000 Penalty: 3413.950928
	Iteration 77Q: 3 clusters Score -4014954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4014954.750000 Penalty: 3413.950928
	Iteration 78Q: 3 clusters Score -4014955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4014958.000000 Penalty: 3413.950928
	Iteration 79Q: 3 clusters Score -4014958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4014958.000000 Penalty: 3413.950928
	Iteration 80F: 3 clusters Score -4014958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4014962.500000 Penalty: 3413.950928
	Iteration 81Q: 3 clusters Score -4014962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4014960.750000 Penalty: 3413.950928
	Iteration 82Q: 3 clusters Score -4014961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4014959.500000 Penalty: 3413.950928
	Iteration 83Q: 3 clusters Score -4014960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4014965.500000 Penalty: 3413.950928
	Iteration 84Q: 3 clusters Score -4014966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4014963.750000 Penalty: 3413.950928
	Iteration 85Q: 3 clusters Score -4014964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4014976.750000 Penalty: 3413.950928
	Iteration 86Q: 3 clusters Score -4014977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4014979.500000 Penalty: 3413.950928
	Iteration 87Q: 3 clusters Score -4014980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4014989.250000 Penalty: 3413.950928
	Iteration 88Q: 3 clusters Score -4014989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4015003.500000 Penalty: 3413.950928
	Iteration 89Q: 3 clusters Score -4015004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4015009.000000 Penalty: 3413.950928
	Iteration 90Q: 3 clusters Score -4015009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4015001.750000 Penalty: 3413.950928
	Iteration 91Q: 3 clusters Score -4015002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4015002.250000 Penalty: 3413.950928
	Iteration 92Q: 3 clusters Score -4015002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4015005.750000 Penalty: 3413.950928
	Iteration 93Q: 3 clusters Score -4015006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4015010.000000 Penalty: 3413.950928
	Iteration 94Q: 3 clusters Score -4015010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4015018.250000 Penalty: 3413.950928
	Iteration 95Q: 3 clusters Score -4015018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4015022.250000 Penalty: 3413.950928
	Iteration 96Q: 3 clusters Score -4015022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4015021.500000 Penalty: 3413.950928
	Iteration 97Q: 3 clusters Score -4015022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4015021.000000 Penalty: 3413.950928
	Iteration 98Q: 3 clusters Score -4015021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4015025.500000 Penalty: 3413.950928
	Iteration 99Q: 3 clusters Score -4015026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4015026.000000 Penalty: 3413.950928
	Iteration 100F: 3 clusters Score -4015026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4015027.750000 Penalty: 3413.950928
	Iteration 101Q: 3 clusters Score -4015028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4015025.250000 Penalty: 3413.950928
	Iteration 102Q: 3 clusters Score -4015025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4015027.500000 Penalty: 3413.950928
	Iteration 103Q: 3 clusters Score -4015028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4015025.750000 Penalty: 3413.950928
	Iteration 104Q: 3 clusters Score -4015026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4015027.000000 Penalty: 3413.950928
	Iteration 105Q: 3 clusters Score -4015027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4015024.250000 Penalty: 3413.950928
	Iteration 106Q: 3 clusters Score -4015024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4015025.250000 Penalty: 3413.950928
	Iteration 107Q: 3 clusters Score -4015025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4015028.500000 Penalty: 3413.950928
	Iteration 108Q: 3 clusters Score -4015028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4015024.250000 Penalty: 3413.950928
	Iteration 109Q: 3 clusters Score -4015024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4015023.750000 Penalty: 3413.950928
	Iteration 110Q: 3 clusters Score -4015024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4015023.750000 Penalty: 3413.950928
	Iteration 111F: 3 clusters Score -4015024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Entering Unmasked Estep 
Score: -5510074.000000 Penalty: 1758.823853
	Iteration 0F: 2 clusters Score -5510074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -5476313.500000 Penalty: 3517.647705
	Iteration 0F: 3 clusters Score -5476314 nChanged 23591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -5489805.500000 Penalty: 3517.647705
	Iteration 1F: 3 clusters Score -5489806 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -5490273.000000 Penalty: 3517.647705
	Iteration 2Q: 3 clusters Score -5490273 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -5490705.000000 Penalty: 3517.647705
	Iteration 3Q: 3 clusters Score -5490705 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -5491186.000000 Penalty: 3517.647705
	Iteration 4Q: 3 clusters Score -5491186 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -5491674.000000 Penalty: 3517.647705
	Iteration 5Q: 3 clusters Score -5491674 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -5492341.500000 Penalty: 3517.647705
	Iteration 6Q: 3 clusters Score -5492342 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5493217.500000 Penalty: 3517.647705
	Iteration 7Q: 3 clusters Score -5493218 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -5494576.000000 Penalty: 3517.647705
	Iteration 8Q: 3 clusters Score -5494576 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -5496456.000000 Penalty: 3517.647705
	Iteration 9F: 3 clusters Score -5496456 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -5498685.000000 Penalty: 3517.647705
	Iteration 10F: 3 clusters Score -5498685 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -5500581.500000 Penalty: 3517.647705
	Iteration 11F: 3 clusters Score -5500582 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -5501648.000000 Penalty: 3517.647705
	Iteration 12Q: 3 clusters Score -5501648 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -5502184.000000 Penalty: 3517.647705
	Iteration 13Q: 3 clusters Score -5502184 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -5502538.000000 Penalty: 3517.647705
	Iteration 14Q: 3 clusters Score -5502538 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -5502799.500000 Penalty: 3517.647705
	Iteration 15Q: 3 clusters Score -5502800 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -5503058.500000 Penalty: 3517.647705
	Iteration 16Q: 3 clusters Score -5503058 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -5503297.000000 Penalty: 3517.647705
	Iteration 17Q: 3 clusters Score -5503297 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5503526.500000 Penalty: 3517.647705
	Iteration 18Q: 3 clusters Score -5503526 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -5503815.500000 Penalty: 3517.647705
	Iteration 19Q: 3 clusters Score -5503816 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -5504133.000000 Penalty: 3517.647705
	Iteration 20F: 3 clusters Score -5504133 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -5504430.000000 Penalty: 3517.647705
	Iteration 21Q: 3 clusters Score -5504430 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -5504710.500000 Penalty: 3517.647705
	Iteration 22Q: 3 clusters Score -5504710 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -5505035.500000 Penalty: 3517.647705
	Iteration 23Q: 3 clusters Score -5505036 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -5505351.000000 Penalty: 3517.647705
	Iteration 24Q: 3 clusters Score -5505351 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -5505665.500000 Penalty: 3517.647705
	Iteration 25Q: 3 clusters Score -5505666 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5505935.000000 Penalty: 3517.647705
	Iteration 26Q: 3 clusters Score -5505935 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5506258.500000 Penalty: 3517.647705
	Iteration 27Q: 3 clusters Score -5506258 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5506561.000000 Penalty: 3517.647705
	Iteration 28Q: 3 clusters Score -5506561 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5506850.000000 Penalty: 3517.647705
	Iteration 29Q: 3 clusters Score -5506850 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5507110.000000 Penalty: 3517.647705
	Iteration 30Q: 3 clusters Score -5507110 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5507326.500000 Penalty: 3517.647705
	Iteration 31Q: 3 clusters Score -5507326 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5507536.500000 Penalty: 3517.647705
	Iteration 32Q: 3 clusters Score -5507536 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5507733.000000 Penalty: 3517.647705
	Iteration 33Q: 3 clusters Score -5507733 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5507910.500000 Penalty: 3517.647705
	Iteration 34Q: 3 clusters Score -5507910 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5508065.500000 Penalty: 3517.647705
	Iteration 35Q: 3 clusters Score -5508066 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5508169.000000 Penalty: 3517.647705
	Iteration 36Q: 3 clusters Score -5508169 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5508242.000000 Penalty: 3517.647705
	Iteration 37Q: 3 clusters Score -5508242 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5508305.000000 Penalty: 3517.647705
	Iteration 38Q: 3 clusters Score -5508305 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5508363.000000 Penalty: 3517.647705
	Iteration 39Q: 3 clusters Score -5508363 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5508397.500000 Penalty: 3517.647705
	Iteration 40F: 3 clusters Score -5508398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5508424.500000 Penalty: 3517.647705
	Iteration 41Q: 3 clusters Score -5508424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5508443.500000 Penalty: 3517.647705
	Iteration 42Q: 3 clusters Score -5508444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5508460.000000 Penalty: 3517.647705
	Iteration 43Q: 3 clusters Score -5508460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5508484.000000 Penalty: 3517.647705
	Iteration 44Q: 3 clusters Score -5508484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5508499.000000 Penalty: 3517.647705
	Iteration 45Q: 3 clusters Score -5508499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5508506.000000 Penalty: 3517.647705
	Iteration 46Q: 3 clusters Score -5508506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5508515.000000 Penalty: 3517.647705
	Iteration 47Q: 3 clusters Score -5508515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5508521.500000 Penalty: 3517.647705
	Iteration 48Q: 3 clusters Score -5508522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5508535.000000 Penalty: 3517.647705
	Iteration 49Q: 3 clusters Score -5508535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5508528.000000 Penalty: 3517.647705
	Iteration 50Q: 3 clusters Score -5508528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5508539.500000 Penalty: 3517.647705
	Iteration 51Q: 3 clusters Score -5508540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5508538.000000 Penalty: 3517.647705
	Iteration 52Q: 3 clusters Score -5508538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5508541.000000 Penalty: 3517.647705
	Iteration 53Q: 3 clusters Score -5508541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5508545.000000 Penalty: 3517.647705
	Iteration 54Q: 3 clusters Score -5508545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5508544.000000 Penalty: 3517.647705
	Iteration 55Q: 3 clusters Score -5508544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5508552.000000 Penalty: 3517.647705
	Iteration 56Q: 3 clusters Score -5508552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5508554.000000 Penalty: 3517.647705
	Iteration 57Q: 3 clusters Score -5508554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5508565.000000 Penalty: 3517.647705
	Iteration 58Q: 3 clusters Score -5508565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5508567.000000 Penalty: 3517.647705
	Iteration 59Q: 3 clusters Score -5508567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5508579.500000 Penalty: 3517.647705
	Iteration 60F: 3 clusters Score -5508580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5508580.500000 Penalty: 3517.647705
	Iteration 61Q: 3 clusters Score -5508580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5508579.000000 Penalty: 3517.647705
	Iteration 62Q: 3 clusters Score -5508579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5508575.500000 Penalty: 3517.647705
	Iteration 63Q: 3 clusters Score -5508576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5508573.500000 Penalty: 3517.647705
	Iteration 64Q: 3 clusters Score -5508574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5508578.000000 Penalty: 3517.647705
	Iteration 65Q: 3 clusters Score -5508578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5508576.000000 Penalty: 3517.647705
	Iteration 66Q: 3 clusters Score -5508576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5508573.000000 Penalty: 3517.647705
	Iteration 67Q: 3 clusters Score -5508573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5508571.500000 Penalty: 3517.647705
	Iteration 68Q: 3 clusters Score -5508572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5508574.000000 Penalty: 3517.647705
	Iteration 69Q: 3 clusters Score -5508574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5508583.000000 Penalty: 3517.647705
	Iteration 70Q: 3 clusters Score -5508583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5508581.000000 Penalty: 3517.647705
	Iteration 71Q: 3 clusters Score -5508581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5508582.500000 Penalty: 3517.647705
	Iteration 72Q: 3 clusters Score -5508582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5508588.500000 Penalty: 3517.647705
	Iteration 73Q: 3 clusters Score -5508588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5508586.500000 Penalty: 3517.647705
	Iteration 74Q: 3 clusters Score -5508586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5508584.500000 Penalty: 3517.647705
	Iteration 75Q: 3 clusters Score -5508584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5508584.500000 Penalty: 3517.647705
	Iteration 76F: 3 clusters Score -5508584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -176137.703125 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -176137.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -174255.000000 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -174255 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -174637.000000 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -174637 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -174764.562500 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -174764.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -174839.812500 Penalty: 2407.378174
	Iteration 3F: 3 clusters Score -174839.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -174891.109375 Penalty: 2407.378174
	Iteration 4Q: 3 clusters Score -174891.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -174925.843750 Penalty: 2407.378174
	Iteration 5Q: 3 clusters Score -174925.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174951.468750 Penalty: 2407.378174
	Iteration 6Q: 3 clusters Score -174951.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -174970.734375 Penalty: 2407.378174
	Iteration 7Q: 3 clusters Score -174970.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -174979.921875 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -174979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -174989.781250 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -174989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -174996.234375 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -174996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175003.328125 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -175003.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -175008.203125 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -175008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175010.906250 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -175010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175015.062500 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -175015.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175019.015625 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -175019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175022.593750 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -175022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175025.531250 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -175025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175027.765625 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -175027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175030.375000 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -175030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175031.484375 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -175031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (224319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224319 members 
Entering Unmasked Estep 
Score: -24205442.000000 Penalty: 2002.134033
	Iteration 0F: 2 clusters Score -2.420544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112722 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -24060926.000000 Penalty: 4004.268066
	Iteration 0F: 3 clusters Score -2.406093e+07 nChanged 109206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126830 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -24129192.000000 Penalty: 4004.268066
	Iteration 1F: 3 clusters Score -2.412919e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135482 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -24134166.000000 Penalty: 4004.268066
	Iteration 2Q: 3 clusters Score -2.413417e+07 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -24143044.000000 Penalty: 4004.268066
	Iteration 3F: 3 clusters Score -2.414304e+07 nChanged 16525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -24155878.000000 Penalty: 4004.268066
	Iteration 4F: 3 clusters Score -2.415588e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179271 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -24170222.000000 Penalty: 4004.268066
	Iteration 5F: 3 clusters Score -2.417022e+07 nChanged 14295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192734 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -24181996.000000 Penalty: 4004.268066
	Iteration 6F: 3 clusters Score -2.4182e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201976 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -24189426.000000 Penalty: 4004.268066
	Iteration 7Q: 3 clusters Score -2.418943e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207923 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -24194246.000000 Penalty: 4004.268066
	Iteration 8Q: 3 clusters Score -2.419425e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211829 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -24197166.000000 Penalty: 4004.268066
	Iteration 9Q: 3 clusters Score -2.419717e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214538 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -24198846.000000 Penalty: 4004.268066
	Iteration 10Q: 3 clusters Score -2.419885e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216557 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -24199964.000000 Penalty: 4004.268066
	Iteration 11Q: 3 clusters Score -2.419996e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218055 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -24200820.000000 Penalty: 4004.268066
	Iteration 12Q: 3 clusters Score -2.420082e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219226 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -24201360.000000 Penalty: 4004.268066
	Iteration 13Q: 3 clusters Score -2.420136e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220084 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -24201738.000000 Penalty: 4004.268066
	Iteration 14Q: 3 clusters Score -2.420174e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220749 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -24202112.000000 Penalty: 4004.268066
	Iteration 15Q: 3 clusters Score -2.420211e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221255 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -24202460.000000 Penalty: 4004.268066
	Iteration 16Q: 3 clusters Score -2.420246e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221641 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -24202682.000000 Penalty: 4004.268066
	Iteration 17Q: 3 clusters Score -2.420268e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221956 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -24202846.000000 Penalty: 4004.268066
	Iteration 18Q: 3 clusters Score -2.420285e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222186 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -24202938.000000 Penalty: 4004.268066
	Iteration 19Q: 3 clusters Score -2.420294e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222367 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -24203038.000000 Penalty: 4004.268066
	Iteration 20F: 3 clusters Score -2.420304e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222527 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -24203096.000000 Penalty: 4004.268066
	Iteration 21Q: 3 clusters Score -2.42031e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222662 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -24203180.000000 Penalty: 4004.268066
	Iteration 22Q: 3 clusters Score -2.420318e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222777 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -24203270.000000 Penalty: 4004.268066
	Iteration 23Q: 3 clusters Score -2.420327e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222887 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -24203318.000000 Penalty: 4004.268066
	Iteration 24Q: 3 clusters Score -2.420332e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222962 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -24203340.000000 Penalty: 4004.268066
	Iteration 25Q: 3 clusters Score -2.420334e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223036 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -24203430.000000 Penalty: 4004.268066
	Iteration 26Q: 3 clusters Score -2.420343e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223098 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -24203448.000000 Penalty: 4004.268066
	Iteration 27Q: 3 clusters Score -2.420345e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223140 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -24203486.000000 Penalty: 4004.268066
	Iteration 28Q: 3 clusters Score -2.420349e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223171 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -24203528.000000 Penalty: 4004.268066
	Iteration 29Q: 3 clusters Score -2.420353e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223198 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -24203570.000000 Penalty: 4004.268066
	Iteration 30Q: 3 clusters Score -2.420357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223223 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -24203586.000000 Penalty: 4004.268066
	Iteration 31Q: 3 clusters Score -2.420359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223238 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -24203580.000000 Penalty: 4004.268066
	Iteration 32Q: 3 clusters Score -2.420358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223247 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24203592.000000 Penalty: 4004.268066
	Iteration 33Q: 3 clusters Score -2.420359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223265 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -24203574.000000 Penalty: 4004.268066
	Iteration 34Q: 3 clusters Score -2.420357e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223285 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -24203574.000000 Penalty: 4004.268066
	Iteration 35Q: 3 clusters Score -2.420357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223299 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -24203594.000000 Penalty: 4004.268066
	Iteration 36Q: 3 clusters Score -2.420359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223312 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -24203600.000000 Penalty: 4004.268066
	Iteration 37Q: 3 clusters Score -2.42036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223320 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -24203628.000000 Penalty: 4004.268066
	Iteration 38Q: 3 clusters Score -2.420363e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223322 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -24203640.000000 Penalty: 4004.268066
	Iteration 39Q: 3 clusters Score -2.420364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223323 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -24203632.000000 Penalty: 4004.268066
	Iteration 40F: 3 clusters Score -2.420363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223322 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -24203640.000000 Penalty: 4004.268066
	Iteration 41Q: 3 clusters Score -2.420364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223323 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -24203626.000000 Penalty: 4004.268066
	Iteration 42Q: 3 clusters Score -2.420363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223326 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -24203638.000000 Penalty: 4004.268066
	Iteration 43Q: 3 clusters Score -2.420364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223325 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -24203622.000000 Penalty: 4004.268066
	Iteration 44Q: 3 clusters Score -2.420362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223323 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -24203634.000000 Penalty: 4004.268066
	Iteration 45Q: 3 clusters Score -2.420363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223323 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -24203634.000000 Penalty: 4004.268066
	Iteration 46Q: 3 clusters Score -2.420363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223325 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -24203626.000000 Penalty: 4004.268066
	Iteration 47Q: 3 clusters Score -2.420363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223324 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -24203614.000000 Penalty: 4004.268066
	Iteration 48Q: 3 clusters Score -2.420361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223327 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -24203630.000000 Penalty: 4004.268066
	Iteration 49Q: 3 clusters Score -2.420363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223328 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -24203634.000000 Penalty: 4004.268066
	Iteration 50Q: 3 clusters Score -2.420363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223330 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -24203634.000000 Penalty: 4004.268066
	Iteration 51Q: 3 clusters Score -2.420363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223331 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -24203628.000000 Penalty: 4004.268066
	Iteration 52Q: 3 clusters Score -2.420363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223334 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -24203644.000000 Penalty: 4004.268066
	Iteration 53Q: 3 clusters Score -2.420364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223339 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -24203636.000000 Penalty: 4004.268066
	Iteration 54Q: 3 clusters Score -2.420364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223338 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -24203644.000000 Penalty: 4004.268066
	Iteration 55Q: 3 clusters Score -2.420364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223338 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -24203630.000000 Penalty: 4004.268066
	Iteration 56Q: 3 clusters Score -2.420363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223341 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -24203638.000000 Penalty: 4004.268066
	Iteration 57Q: 3 clusters Score -2.420364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223344 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -24203634.000000 Penalty: 4004.268066
	Iteration 58Q: 3 clusters Score -2.420363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223347 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -24203634.000000 Penalty: 4004.268066
	Iteration 59Q: 3 clusters Score -2.420363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223349 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -24203636.000000 Penalty: 4004.268066
	Iteration 60F: 3 clusters Score -2.420364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223350 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -24203642.000000 Penalty: 4004.268066
	Iteration 61Q: 3 clusters Score -2.420364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223350 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -24203642.000000 Penalty: 4004.268066
	Iteration 62F: 3 clusters Score -2.420364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Entering Unmasked Estep 
Score: -5922800.500000 Penalty: 1777.246704
	Iteration 0F: 2 clusters Score -5922800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5885372.000000 Penalty: 3554.493408
	Iteration 0F: 3 clusters Score -5885372 nChanged 26355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -5900484.500000 Penalty: 3554.493408
	Iteration 1F: 3 clusters Score -5900484 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -5901048.000000 Penalty: 3554.493408
	Iteration 2Q: 3 clusters Score -5901048 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -5901731.000000 Penalty: 3554.493408
	Iteration 3Q: 3 clusters Score -5901731 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -5902404.000000 Penalty: 3554.493408
	Iteration 4Q: 3 clusters Score -5902404 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -5903180.000000 Penalty: 3554.493408
	Iteration 5Q: 3 clusters Score -5903180 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -5904109.000000 Penalty: 3554.493408
	Iteration 6Q: 3 clusters Score -5904109 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -5905308.000000 Penalty: 3554.493408
	Iteration 7Q: 3 clusters Score -5905308 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -5906833.000000 Penalty: 3554.493408
	Iteration 8Q: 3 clusters Score -5906833 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -5908533.000000 Penalty: 3554.493408
	Iteration 9F: 3 clusters Score -5908533 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -5910066.000000 Penalty: 3554.493408
	Iteration 10F: 3 clusters Score -5910066 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -5910932.500000 Penalty: 3554.493408
	Iteration 11Q: 3 clusters Score -5910932 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -5911249.500000 Penalty: 3554.493408
	Iteration 12Q: 3 clusters Score -5911250 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -5911373.500000 Penalty: 3554.493408
	Iteration 13Q: 3 clusters Score -5911374 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -5911443.000000 Penalty: 3554.493408
	Iteration 14Q: 3 clusters Score -5911443 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -5911482.000000 Penalty: 3554.493408
	Iteration 15Q: 3 clusters Score -5911482 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -5911529.500000 Penalty: 3554.493408
	Iteration 16Q: 3 clusters Score -5911530 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -5911561.500000 Penalty: 3554.493408
	Iteration 17Q: 3 clusters Score -5911562 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -5911588.500000 Penalty: 3554.493408
	Iteration 18Q: 3 clusters Score -5911588 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -5911630.500000 Penalty: 3554.493408
	Iteration 19Q: 3 clusters Score -5911630 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -5911677.500000 Penalty: 3554.493408
	Iteration 20F: 3 clusters Score -5911678 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -5911696.500000 Penalty: 3554.493408
	Iteration 21Q: 3 clusters Score -5911696 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -5911710.000000 Penalty: 3554.493408
	Iteration 22Q: 3 clusters Score -5911710 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -5911751.500000 Penalty: 3554.493408
	Iteration 23Q: 3 clusters Score -5911752 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -5911762.500000 Penalty: 3554.493408
	Iteration 24Q: 3 clusters Score -5911762 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -5911827.000000 Penalty: 3554.493408
	Iteration 25Q: 3 clusters Score -5911827 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -5911890.000000 Penalty: 3554.493408
	Iteration 26Q: 3 clusters Score -5911890 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -5911970.000000 Penalty: 3554.493408
	Iteration 27Q: 3 clusters Score -5911970 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -5912033.000000 Penalty: 3554.493408
	Iteration 28Q: 3 clusters Score -5912033 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -5912083.500000 Penalty: 3554.493408
	Iteration 29Q: 3 clusters Score -5912084 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -5912161.000000 Penalty: 3554.493408
	Iteration 30Q: 3 clusters Score -5912161 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -5912257.000000 Penalty: 3554.493408
	Iteration 31Q: 3 clusters Score -5912257 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -5912341.000000 Penalty: 3554.493408
	Iteration 32Q: 3 clusters Score -5912341 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -5912479.500000 Penalty: 3554.493408
	Iteration 33Q: 3 clusters Score -5912480 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -5912614.000000 Penalty: 3554.493408
	Iteration 34Q: 3 clusters Score -5912614 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -5912784.500000 Penalty: 3554.493408
	Iteration 35Q: 3 clusters Score -5912784 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5912969.000000 Penalty: 3554.493408
	Iteration 36Q: 3 clusters Score -5912969 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5913193.500000 Penalty: 3554.493408
	Iteration 37Q: 3 clusters Score -5913194 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -5913408.500000 Penalty: 3554.493408
	Iteration 38Q: 3 clusters Score -5913408 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5913668.000000 Penalty: 3554.493408
	Iteration 39Q: 3 clusters Score -5913668 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -5913990.500000 Penalty: 3554.493408
	Iteration 40F: 3 clusters Score -5913990 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -5914353.500000 Penalty: 3554.493408
	Iteration 41Q: 3 clusters Score -5914354 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -5914773.500000 Penalty: 3554.493408
	Iteration 42Q: 3 clusters Score -5914774 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -5915232.000000 Penalty: 3554.493408
	Iteration 43Q: 3 clusters Score -5915232 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -5915777.000000 Penalty: 3554.493408
	Iteration 44Q: 3 clusters Score -5915777 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -5916310.500000 Penalty: 3554.493408
	Iteration 45Q: 3 clusters Score -5916310 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -5916883.000000 Penalty: 3554.493408
	Iteration 46Q: 3 clusters Score -5916883 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -5917486.500000 Penalty: 3554.493408
	Iteration 47Q: 3 clusters Score -5917486 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -5918253.000000 Penalty: 3554.493408
	Iteration 48Q: 3 clusters Score -5918253 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -5918950.000000 Penalty: 3554.493408
	Iteration 49Q: 3 clusters Score -5918950 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -5919488.500000 Penalty: 3554.493408
	Iteration 50Q: 3 clusters Score -5919488 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -5919969.000000 Penalty: 3554.493408
	Iteration 51Q: 3 clusters Score -5919969 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -5920293.500000 Penalty: 3554.493408
	Iteration 52Q: 3 clusters Score -5920294 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -5920569.000000 Penalty: 3554.493408
	Iteration 53Q: 3 clusters Score -5920569 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -5920733.500000 Penalty: 3554.493408
	Iteration 54Q: 3 clusters Score -5920734 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -5920886.500000 Penalty: 3554.493408
	Iteration 55Q: 3 clusters Score -5920886 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -5921012.500000 Penalty: 3554.493408
	Iteration 56Q: 3 clusters Score -5921012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -5921095.000000 Penalty: 3554.493408
	Iteration 57Q: 3 clusters Score -5921095 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -5921146.000000 Penalty: 3554.493408
	Iteration 58Q: 3 clusters Score -5921146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -5921182.500000 Penalty: 3554.493408
	Iteration 59Q: 3 clusters Score -5921182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -5921221.500000 Penalty: 3554.493408
	Iteration 60F: 3 clusters Score -5921222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -5921260.000000 Penalty: 3554.493408
	Iteration 61Q: 3 clusters Score -5921260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -5921275.500000 Penalty: 3554.493408
	Iteration 62Q: 3 clusters Score -5921276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -5921292.000000 Penalty: 3554.493408
	Iteration 63Q: 3 clusters Score -5921292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -5921301.000000 Penalty: 3554.493408
	Iteration 64Q: 3 clusters Score -5921301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -5921306.500000 Penalty: 3554.493408
	Iteration 65Q: 3 clusters Score -5921306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -5921321.000000 Penalty: 3554.493408
	Iteration 66Q: 3 clusters Score -5921321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -5921325.000000 Penalty: 3554.493408
	Iteration 67Q: 3 clusters Score -5921325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -5921325.500000 Penalty: 3554.493408
	Iteration 68Q: 3 clusters Score -5921326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -5921322.000000 Penalty: 3554.493408
	Iteration 69Q: 3 clusters Score -5921322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -5921322.000000 Penalty: 3554.493408
	Iteration 70Q: 3 clusters Score -5921322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -5921326.000000 Penalty: 3554.493408
	Iteration 71Q: 3 clusters Score -5921326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -5921326.000000 Penalty: 3554.493408
	Iteration 72F: 3 clusters Score -5921326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -272810.687500 Penalty: 1276.147583
	Iteration 0F: 2 clusters Score -272810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -270420.593750 Penalty: 2552.295166
	Iteration 0F: 3 clusters Score -270420.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -271118.843750 Penalty: 2552.295166
	Iteration 1F: 3 clusters Score -271118.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -271350.937500 Penalty: 2552.295166
	Iteration 2F: 3 clusters Score -271350.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271503.343750 Penalty: 2552.295166
	Iteration 3F: 3 clusters Score -271503.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -271602.875000 Penalty: 2552.295166
	Iteration 4F: 3 clusters Score -271602.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -271660.093750 Penalty: 2552.295166
	Iteration 5Q: 3 clusters Score -271660.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -271707.375000 Penalty: 2552.295166
	Iteration 6Q: 3 clusters Score -271707.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -271753.625000 Penalty: 2552.295166
	Iteration 7Q: 3 clusters Score -271753.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -271801.968750 Penalty: 2552.295166
	Iteration 8Q: 3 clusters Score -271802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -271854.531250 Penalty: 2552.295166
	Iteration 9Q: 3 clusters Score -271854.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -271909.718750 Penalty: 2552.295166
	Iteration 10Q: 3 clusters Score -271909.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -271947.562500 Penalty: 2552.295166
	Iteration 11Q: 3 clusters Score -271947.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -271977.437500 Penalty: 2552.295166
	Iteration 12Q: 3 clusters Score -271977.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -272009.375000 Penalty: 2552.295166
	Iteration 13Q: 3 clusters Score -272009.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -272040.468750 Penalty: 2552.295166
	Iteration 14Q: 3 clusters Score -272040.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -272064.687500 Penalty: 2552.295166
	Iteration 15Q: 3 clusters Score -272064.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -272086.250000 Penalty: 2552.295166
	Iteration 16Q: 3 clusters Score -272086.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -272098.375000 Penalty: 2552.295166
	Iteration 17Q: 3 clusters Score -272098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -272111.968750 Penalty: 2552.295166
	Iteration 18Q: 3 clusters Score -272112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -272126.093750 Penalty: 2552.295166
	Iteration 19Q: 3 clusters Score -272126.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -272139.312500 Penalty: 2552.295166
	Iteration 20F: 3 clusters Score -272139.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -272145.062500 Penalty: 2552.295166
	Iteration 21Q: 3 clusters Score -272145.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -272147.218750 Penalty: 2552.295166
	Iteration 22Q: 3 clusters Score -272147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -272148.156250 Penalty: 2552.295166
	Iteration 23Q: 3 clusters Score -272148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -272149.375000 Penalty: 2552.295166
	Iteration 24Q: 3 clusters Score -272149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -272150.843750 Penalty: 2552.295166
	Iteration 25Q: 3 clusters Score -272150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -272150.843750 Penalty: 2552.295166
	Iteration 26F: 3 clusters Score -272150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Entering Unmasked Estep 
Score: -466506.750000 Penalty: 1362.753174
	Iteration 0F: 2 clusters Score -466506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -462942.125000 Penalty: 2725.506348
	Iteration 0F: 3 clusters Score -462942.1 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -463893.875000 Penalty: 2725.506348
	Iteration 1F: 3 clusters Score -463893.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -464115.062500 Penalty: 2725.506348
	Iteration 2F: 3 clusters Score -464115.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -464262.500000 Penalty: 2725.506348
	Iteration 3F: 3 clusters Score -464262.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -464377.156250 Penalty: 2725.506348
	Iteration 4Q: 3 clusters Score -464377.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -464446.031250 Penalty: 2725.506348
	Iteration 5Q: 3 clusters Score -464446 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -464493.125000 Penalty: 2725.506348
	Iteration 6Q: 3 clusters Score -464493.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -464527.250000 Penalty: 2725.506348
	Iteration 7Q: 3 clusters Score -464527.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -464553.125000 Penalty: 2725.506348
	Iteration 8Q: 3 clusters Score -464553.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -464572.343750 Penalty: 2725.506348
	Iteration 9Q: 3 clusters Score -464572.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -464593.437500 Penalty: 2725.506348
	Iteration 10Q: 3 clusters Score -464593.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -464612.625000 Penalty: 2725.506348
	Iteration 11Q: 3 clusters Score -464612.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -464633.343750 Penalty: 2725.506348
	Iteration 12Q: 3 clusters Score -464633.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -464653.250000 Penalty: 2725.506348
	Iteration 13Q: 3 clusters Score -464653.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -464672.562500 Penalty: 2725.506348
	Iteration 14Q: 3 clusters Score -464672.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -464684.593750 Penalty: 2725.506348
	Iteration 15Q: 3 clusters Score -464684.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -464698.250000 Penalty: 2725.506348
	Iteration 16Q: 3 clusters Score -464698.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -464719.218750 Penalty: 2725.506348
	Iteration 17Q: 3 clusters Score -464719.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -464743.468750 Penalty: 2725.506348
	Iteration 18Q: 3 clusters Score -464743.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -464766.531250 Penalty: 2725.506348
	Iteration 19Q: 3 clusters Score -464766.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -464785.906250 Penalty: 2725.506348
	Iteration 20F: 3 clusters Score -464785.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -464808.187500 Penalty: 2725.506348
	Iteration 21Q: 3 clusters Score -464808.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -464844.812500 Penalty: 2725.506348
	Iteration 22Q: 3 clusters Score -464844.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -464893.781250 Penalty: 2725.506348
	Iteration 23Q: 3 clusters Score -464893.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -464947.500000 Penalty: 2725.506348
	Iteration 24Q: 3 clusters Score -464947.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -464997.000000 Penalty: 2725.506348
	Iteration 25Q: 3 clusters Score -464997 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -465045.031250 Penalty: 2725.506348
	Iteration 26Q: 3 clusters Score -465045 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -465088.531250 Penalty: 2725.506348
	Iteration 27Q: 3 clusters Score -465088.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -465126.281250 Penalty: 2725.506348
	Iteration 28Q: 3 clusters Score -465126.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -465163.218750 Penalty: 2725.506348
	Iteration 29Q: 3 clusters Score -465163.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -465206.437500 Penalty: 2725.506348
	Iteration 30Q: 3 clusters Score -465206.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -465236.531250 Penalty: 2725.506348
	Iteration 31Q: 3 clusters Score -465236.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -465255.875000 Penalty: 2725.506348
	Iteration 32Q: 3 clusters Score -465255.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -465278.375000 Penalty: 2725.506348
	Iteration 33Q: 3 clusters Score -465278.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -465298.218750 Penalty: 2725.506348
	Iteration 34Q: 3 clusters Score -465298.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -465311.937500 Penalty: 2725.506348
	Iteration 35Q: 3 clusters Score -465311.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -465323.468750 Penalty: 2725.506348
	Iteration 36Q: 3 clusters Score -465323.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -465330.468750 Penalty: 2725.506348
	Iteration 37Q: 3 clusters Score -465330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -465335.343750 Penalty: 2725.506348
	Iteration 38Q: 3 clusters Score -465335.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -465339.343750 Penalty: 2725.506348
	Iteration 39Q: 3 clusters Score -465339.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -465346.718750 Penalty: 2725.506348
	Iteration 40F: 3 clusters Score -465346.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -465353.625000 Penalty: 2725.506348
	Iteration 41Q: 3 clusters Score -465353.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -465361.812500 Penalty: 2725.506348
	Iteration 42Q: 3 clusters Score -465361.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -465367.937500 Penalty: 2725.506348
	Iteration 43Q: 3 clusters Score -465367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -465372.250000 Penalty: 2725.506348
	Iteration 44Q: 3 clusters Score -465372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -465374.156250 Penalty: 2725.506348
	Iteration 45Q: 3 clusters Score -465374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -465374.781250 Penalty: 2725.506348
	Iteration 46Q: 3 clusters Score -465374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -465375.843750 Penalty: 2725.506348
	Iteration 47Q: 3 clusters Score -465375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -465376.687500 Penalty: 2725.506348
	Iteration 48Q: 3 clusters Score -465376.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -465377.656250 Penalty: 2725.506348
	Iteration 49Q: 3 clusters Score -465377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -465378.312500 Penalty: 2725.506348
	Iteration 50Q: 3 clusters Score -465378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -465378.750000 Penalty: 2725.506348
	Iteration 51Q: 3 clusters Score -465378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -465379.718750 Penalty: 2725.506348
	Iteration 52Q: 3 clusters Score -465379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -465383.562500 Penalty: 2725.506348
	Iteration 53Q: 3 clusters Score -465383.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -465386.843750 Penalty: 2725.506348
	Iteration 54Q: 3 clusters Score -465386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -465388.062500 Penalty: 2725.506348
	Iteration 55Q: 3 clusters Score -465388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -465388.593750 Penalty: 2725.506348
	Iteration 56Q: 3 clusters Score -465388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -465388.593750 Penalty: 2725.506348
	Iteration 57F: 3 clusters Score -465388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Entering Unmasked Estep 
Score: -6866376.500000 Penalty: 1795.071655
	Iteration 0F: 2 clusters Score -6866376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -6824310.500000 Penalty: 3590.143311
	Iteration 0F: 3 clusters Score -6824310 nChanged 29801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -6841315.000000 Penalty: 3590.143311
	Iteration 1F: 3 clusters Score -6841315 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -6841978.500000 Penalty: 3590.143311
	Iteration 2Q: 3 clusters Score -6841978 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -6842760.000000 Penalty: 3590.143311
	Iteration 3Q: 3 clusters Score -6842760 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -6843938.000000 Penalty: 3590.143311
	Iteration 4Q: 3 clusters Score -6843938 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -6845737.000000 Penalty: 3590.143311
	Iteration 5F: 3 clusters Score -6845737 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -6848106.500000 Penalty: 3590.143311
	Iteration 6F: 3 clusters Score -6848106 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -6850969.000000 Penalty: 3590.143311
	Iteration 7F: 3 clusters Score -6850969 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -6853871.000000 Penalty: 3590.143311
	Iteration 8F: 3 clusters Score -6853871 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -6856451.500000 Penalty: 3590.143311
	Iteration 9F: 3 clusters Score -6856452 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -6858019.000000 Penalty: 3590.143311
	Iteration 10Q: 3 clusters Score -6858019 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -6858965.000000 Penalty: 3590.143311
	Iteration 11Q: 3 clusters Score -6858965 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -6859687.500000 Penalty: 3590.143311
	Iteration 12Q: 3 clusters Score -6859688 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -6860187.500000 Penalty: 3590.143311
	Iteration 13Q: 3 clusters Score -6860188 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6860667.500000 Penalty: 3590.143311
	Iteration 14Q: 3 clusters Score -6860668 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -6861156.500000 Penalty: 3590.143311
	Iteration 15Q: 3 clusters Score -6861156 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -6861600.000000 Penalty: 3590.143311
	Iteration 16Q: 3 clusters Score -6861600 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -6861966.000000 Penalty: 3590.143311
	Iteration 17Q: 3 clusters Score -6861966 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6862281.000000 Penalty: 3590.143311
	Iteration 18Q: 3 clusters Score -6862281 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -6862654.500000 Penalty: 3590.143311
	Iteration 19Q: 3 clusters Score -6862654 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -6862976.500000 Penalty: 3590.143311
	Iteration 20F: 3 clusters Score -6862976 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -6863258.500000 Penalty: 3590.143311
	Iteration 21Q: 3 clusters Score -6863258 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -6863535.500000 Penalty: 3590.143311
	Iteration 22Q: 3 clusters Score -6863536 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -6863776.000000 Penalty: 3590.143311
	Iteration 23Q: 3 clusters Score -6863776 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -6863978.500000 Penalty: 3590.143311
	Iteration 24Q: 3 clusters Score -6863978 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -6864206.000000 Penalty: 3590.143311
	Iteration 25Q: 3 clusters Score -6864206 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -6864388.000000 Penalty: 3590.143311
	Iteration 26Q: 3 clusters Score -6864388 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -6864497.000000 Penalty: 3590.143311
	Iteration 27Q: 3 clusters Score -6864497 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -6864591.000000 Penalty: 3590.143311
	Iteration 28Q: 3 clusters Score -6864591 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -6864657.500000 Penalty: 3590.143311
	Iteration 29Q: 3 clusters Score -6864658 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -6864746.000000 Penalty: 3590.143311
	Iteration 30Q: 3 clusters Score -6864746 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -6864794.500000 Penalty: 3590.143311
	Iteration 31Q: 3 clusters Score -6864794 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -6864855.500000 Penalty: 3590.143311
	Iteration 32Q: 3 clusters Score -6864856 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -6864925.000000 Penalty: 3590.143311
	Iteration 33Q: 3 clusters Score -6864925 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -6864965.000000 Penalty: 3590.143311
	Iteration 34Q: 3 clusters Score -6864965 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -6865006.000000 Penalty: 3590.143311
	Iteration 35Q: 3 clusters Score -6865006 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -6865021.500000 Penalty: 3590.143311
	Iteration 36Q: 3 clusters Score -6865022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -6865063.000000 Penalty: 3590.143311
	Iteration 37Q: 3 clusters Score -6865063 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -6865094.000000 Penalty: 3590.143311
	Iteration 38Q: 3 clusters Score -6865094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -6865112.500000 Penalty: 3590.143311
	Iteration 39Q: 3 clusters Score -6865112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -6865134.000000 Penalty: 3590.143311
	Iteration 40F: 3 clusters Score -6865134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -6865143.500000 Penalty: 3590.143311
	Iteration 41Q: 3 clusters Score -6865144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -6865159.500000 Penalty: 3590.143311
	Iteration 42Q: 3 clusters Score -6865160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -6865160.500000 Penalty: 3590.143311
	Iteration 43Q: 3 clusters Score -6865160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -6865171.500000 Penalty: 3590.143311
	Iteration 44Q: 3 clusters Score -6865172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -6865167.500000 Penalty: 3590.143311
	Iteration 45Q: 3 clusters Score -6865168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -6865188.500000 Penalty: 3590.143311
	Iteration 46Q: 3 clusters Score -6865188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -6865190.000000 Penalty: 3590.143311
	Iteration 47Q: 3 clusters Score -6865190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -6865188.500000 Penalty: 3590.143311
	Iteration 48Q: 3 clusters Score -6865188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -6865194.000000 Penalty: 3590.143311
	Iteration 49Q: 3 clusters Score -6865194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -6865196.000000 Penalty: 3590.143311
	Iteration 50Q: 3 clusters Score -6865196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -6865202.500000 Penalty: 3590.143311
	Iteration 51Q: 3 clusters Score -6865202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -6865201.000000 Penalty: 3590.143311
	Iteration 52Q: 3 clusters Score -6865201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -6865220.000000 Penalty: 3590.143311
	Iteration 53Q: 3 clusters Score -6865220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -6865215.500000 Penalty: 3590.143311
	Iteration 54Q: 3 clusters Score -6865216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -6865216.500000 Penalty: 3590.143311
	Iteration 55Q: 3 clusters Score -6865216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -6865219.000000 Penalty: 3590.143311
	Iteration 56Q: 3 clusters Score -6865219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -6865227.000000 Penalty: 3590.143311
	Iteration 57Q: 3 clusters Score -6865227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -6865226.500000 Penalty: 3590.143311
	Iteration 58Q: 3 clusters Score -6865226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -6865215.500000 Penalty: 3590.143311
	Iteration 59Q: 3 clusters Score -6865216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -6865223.000000 Penalty: 3590.143311
	Iteration 60F: 3 clusters Score -6865223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -6865217.500000 Penalty: 3590.143311
	Iteration 61Q: 3 clusters Score -6865218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -6865216.000000 Penalty: 3590.143311
	Iteration 62Q: 3 clusters Score -6865216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -6865217.500000 Penalty: 3590.143311
	Iteration 63Q: 3 clusters Score -6865218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -6865218.500000 Penalty: 3590.143311
	Iteration 64Q: 3 clusters Score -6865218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -6865217.500000 Penalty: 3590.143311
	Iteration 65Q: 3 clusters Score -6865218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -6865217.500000 Penalty: 3590.143311
	Iteration 66F: 3 clusters Score -6865218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -61646.613281 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -61646.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60523.335938 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -60523.34 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60807.101562 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -60807.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60926.007812 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -60926.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61016.953125 Penalty: 2109.485107
	Iteration 3F: 3 clusters Score -61016.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61066.597656 Penalty: 2109.485107
	Iteration 4Q: 3 clusters Score -61066.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61104.937500 Penalty: 2109.485107
	Iteration 5Q: 3 clusters Score -61104.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61123.062500 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -61123.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61129.230469 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -61129.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61137.574219 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -61137.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61150.343750 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -61150.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61158.667969 Penalty: 2109.485107
	Iteration 10Q: 3 clusters Score -61158.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61166.445312 Penalty: 2109.485107
	Iteration 11Q: 3 clusters Score -61166.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61169.566406 Penalty: 2109.485107
	Iteration 12Q: 3 clusters Score -61169.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61172.390625 Penalty: 2109.485107
	Iteration 13Q: 3 clusters Score -61172.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61184.640625 Penalty: 2109.485107
	Iteration 14Q: 3 clusters Score -61184.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61189.589844 Penalty: 2109.485107
	Iteration 15Q: 3 clusters Score -61189.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61192.902344 Penalty: 2109.485107
	Iteration 16Q: 3 clusters Score -61192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61196.449219 Penalty: 2109.485107
	Iteration 17Q: 3 clusters Score -61196.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61197.882812 Penalty: 2109.485107
	Iteration 18Q: 3 clusters Score -61197.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61197.882812 Penalty: 2109.485107
	Iteration 19F: 3 clusters Score -61197.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -78666.273438 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -78666.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77384.796875 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -77384.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77562.898438 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -77562.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77637.101562 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -77637.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77668.132812 Penalty: 2157.534668
	Iteration 3Q: 3 clusters Score -77668.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77686.101562 Penalty: 2157.534668
	Iteration 4Q: 3 clusters Score -77686.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77697.921875 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -77697.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77710.054688 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -77710.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77722.296875 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -77722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77725.179688 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -77725.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77725.179688 Penalty: 2157.534668
	Iteration 9F: 3 clusters Score -77725.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -412223.375000 Penalty: 1349.319580
	Iteration 0F: 2 clusters Score -412223.4 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 2035 members 
Entering Unmasked Estep 
Score: -408892.437500 Penalty: 2698.639160
	Iteration 0F: 3 clusters Score -408892.4 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -409896.718750 Penalty: 2698.639160
	Iteration 1F: 3 clusters Score -409896.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -410241.343750 Penalty: 2698.639160
	Iteration 2F: 3 clusters Score -410241.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -410570.187500 Penalty: 2698.639160
	Iteration 3F: 3 clusters Score -410570.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -410905.562500 Penalty: 2698.639160
	Iteration 4F: 3 clusters Score -410905.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -411187.468750 Penalty: 2698.639160
	Iteration 5F: 3 clusters Score -411187.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -411359.843750 Penalty: 2698.639160
	Iteration 6F: 3 clusters Score -411359.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -411461.375000 Penalty: 2698.639160
	Iteration 7Q: 3 clusters Score -411461.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -411518.156250 Penalty: 2698.639160
	Iteration 8Q: 3 clusters Score -411518.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -411552.437500 Penalty: 2698.639160
	Iteration 9Q: 3 clusters Score -411552.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -411573.562500 Penalty: 2698.639160
	Iteration 10Q: 3 clusters Score -411573.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -411585.125000 Penalty: 2698.639160
	Iteration 11Q: 3 clusters Score -411585.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -411593.531250 Penalty: 2698.639160
	Iteration 12Q: 3 clusters Score -411593.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -411603.781250 Penalty: 2698.639160
	Iteration 13Q: 3 clusters Score -411603.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -411613.312500 Penalty: 2698.639160
	Iteration 14Q: 3 clusters Score -411613.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -411619.906250 Penalty: 2698.639160
	Iteration 15Q: 3 clusters Score -411619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -411623.687500 Penalty: 2698.639160
	Iteration 16Q: 3 clusters Score -411623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -411625.093750 Penalty: 2698.639160
	Iteration 17Q: 3 clusters Score -411625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -411624.812500 Penalty: 2698.639160
	Iteration 18Q: 3 clusters Score -411624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -411625.625000 Penalty: 2698.639160
	Iteration 19Q: 3 clusters Score -411625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -411626.656250 Penalty: 2698.639160
	Iteration 20F: 3 clusters Score -411626.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (270892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270892 members 
Entering Unmasked Estep 
Score: -29253062.000000 Penalty: 2032.789795
	Iteration 0F: 2 clusters Score -2.925306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -29086170.000000 Penalty: 4065.579590
	Iteration 0F: 3 clusters Score -2.908617e+07 nChanged 131549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145134 members 
Mstep: Class 2 contains 125758 members 
Entering Unmasked Estep 
Score: -29164584.000000 Penalty: 4065.579590
	Iteration 1F: 3 clusters Score -2.916458e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 120446 members 
Entering Unmasked Estep 
Score: -29166882.000000 Penalty: 4065.579590
	Iteration 2Q: 3 clusters Score -2.916688e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158725 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -29171418.000000 Penalty: 4065.579590
	Iteration 3Q: 3 clusters Score -2.917142e+07 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170762 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -29179078.000000 Penalty: 4065.579590
	Iteration 4F: 3 clusters Score -2.917908e+07 nChanged 18759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186263 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -29192096.000000 Penalty: 4065.579590
	Iteration 5F: 3 clusters Score -2.91921e+07 nChanged 20263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202886 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -29208072.000000 Penalty: 4065.579590
	Iteration 6F: 3 clusters Score -2.920807e+07 nChanged 17871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -29223816.000000 Penalty: 4065.579590
	Iteration 7F: 3 clusters Score -2.922382e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222048 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -29233258.000000 Penalty: 4065.579590
	Iteration 8Q: 3 clusters Score -2.923326e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224855 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -29237080.000000 Penalty: 4065.579590
	Iteration 9Q: 3 clusters Score -2.923708e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226417 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -29238722.000000 Penalty: 4065.579590
	Iteration 10Q: 3 clusters Score -2.923872e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227584 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -29240138.000000 Penalty: 4065.579590
	Iteration 11Q: 3 clusters Score -2.924014e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228451 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -29241386.000000 Penalty: 4065.579590
	Iteration 12Q: 3 clusters Score -2.924139e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229106 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -29242344.000000 Penalty: 4065.579590
	Iteration 13Q: 3 clusters Score -2.924234e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229599 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -29243154.000000 Penalty: 4065.579590
	Iteration 14Q: 3 clusters Score -2.924315e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229904 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -29243682.000000 Penalty: 4065.579590
	Iteration 15Q: 3 clusters Score -2.924368e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230140 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -29244354.000000 Penalty: 4065.579590
	Iteration 16Q: 3 clusters Score -2.924435e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230276 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -29244622.000000 Penalty: 4065.579590
	Iteration 17Q: 3 clusters Score -2.924462e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230366 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -29245178.000000 Penalty: 4065.579590
	Iteration 18Q: 3 clusters Score -2.924518e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230446 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -29245554.000000 Penalty: 4065.579590
	Iteration 19Q: 3 clusters Score -2.924555e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230514 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -29245842.000000 Penalty: 4065.579590
	Iteration 20F: 3 clusters Score -2.924584e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230552 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -29246132.000000 Penalty: 4065.579590
	Iteration 21Q: 3 clusters Score -2.924613e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230623 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -29246368.000000 Penalty: 4065.579590
	Iteration 22Q: 3 clusters Score -2.924637e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230719 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -29246468.000000 Penalty: 4065.579590
	Iteration 23Q: 3 clusters Score -2.924647e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230792 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -29246630.000000 Penalty: 4065.579590
	Iteration 24Q: 3 clusters Score -2.924663e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230860 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -29246904.000000 Penalty: 4065.579590
	Iteration 25Q: 3 clusters Score -2.92469e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230897 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -29247060.000000 Penalty: 4065.579590
	Iteration 26Q: 3 clusters Score -2.924706e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230933 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -29247190.000000 Penalty: 4065.579590
	Iteration 27Q: 3 clusters Score -2.924719e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230970 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -29247198.000000 Penalty: 4065.579590
	Iteration 28Q: 3 clusters Score -2.92472e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230998 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -29247380.000000 Penalty: 4065.579590
	Iteration 29Q: 3 clusters Score -2.924738e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231045 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -29247490.000000 Penalty: 4065.579590
	Iteration 30Q: 3 clusters Score -2.924749e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231113 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -29247558.000000 Penalty: 4065.579590
	Iteration 31Q: 3 clusters Score -2.924756e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231159 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -29247652.000000 Penalty: 4065.579590
	Iteration 32Q: 3 clusters Score -2.924765e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231193 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -29247736.000000 Penalty: 4065.579590
	Iteration 33Q: 3 clusters Score -2.924774e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231223 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -29247698.000000 Penalty: 4065.579590
	Iteration 34Q: 3 clusters Score -2.92477e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231247 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -29247802.000000 Penalty: 4065.579590
	Iteration 35Q: 3 clusters Score -2.92478e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231293 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -29247796.000000 Penalty: 4065.579590
	Iteration 36Q: 3 clusters Score -2.92478e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231337 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -29247832.000000 Penalty: 4065.579590
	Iteration 37Q: 3 clusters Score -2.924783e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231385 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -29247860.000000 Penalty: 4065.579590
	Iteration 38Q: 3 clusters Score -2.924786e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231411 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -29247862.000000 Penalty: 4065.579590
	Iteration 39Q: 3 clusters Score -2.924786e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231434 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -29247916.000000 Penalty: 4065.579590
	Iteration 40F: 3 clusters Score -2.924792e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231452 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -29247916.000000 Penalty: 4065.579590
	Iteration 41Q: 3 clusters Score -2.924792e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231462 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -29247938.000000 Penalty: 4065.579590
	Iteration 42Q: 3 clusters Score -2.924794e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231475 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -29247936.000000 Penalty: 4065.579590
	Iteration 43Q: 3 clusters Score -2.924794e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231484 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -29247916.000000 Penalty: 4065.579590
	Iteration 44Q: 3 clusters Score -2.924792e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231506 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -29247944.000000 Penalty: 4065.579590
	Iteration 45Q: 3 clusters Score -2.924794e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231525 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -29247974.000000 Penalty: 4065.579590
	Iteration 46Q: 3 clusters Score -2.924797e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231556 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -29247986.000000 Penalty: 4065.579590
	Iteration 47Q: 3 clusters Score -2.924799e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231574 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -29247984.000000 Penalty: 4065.579590
	Iteration 48Q: 3 clusters Score -2.924798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231595 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -29248036.000000 Penalty: 4065.579590
	Iteration 49Q: 3 clusters Score -2.924804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231612 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -29248028.000000 Penalty: 4065.579590
	Iteration 50Q: 3 clusters Score -2.924803e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231633 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -29248046.000000 Penalty: 4065.579590
	Iteration 51Q: 3 clusters Score -2.924805e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231656 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -29248030.000000 Penalty: 4065.579590
	Iteration 52Q: 3 clusters Score -2.924803e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231676 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -29248052.000000 Penalty: 4065.579590
	Iteration 53Q: 3 clusters Score -2.924805e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231689 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -29248050.000000 Penalty: 4065.579590
	Iteration 54Q: 3 clusters Score -2.924805e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231707 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -29248034.000000 Penalty: 4065.579590
	Iteration 55Q: 3 clusters Score -2.924803e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231727 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -29248046.000000 Penalty: 4065.579590
	Iteration 56Q: 3 clusters Score -2.924805e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231754 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -29248074.000000 Penalty: 4065.579590
	Iteration 57Q: 3 clusters Score -2.924807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231779 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -29248082.000000 Penalty: 4065.579590
	Iteration 58Q: 3 clusters Score -2.924808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231798 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -29248088.000000 Penalty: 4065.579590
	Iteration 59Q: 3 clusters Score -2.924809e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231816 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -29248094.000000 Penalty: 4065.579590
	Iteration 60F: 3 clusters Score -2.924809e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231827 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -29248074.000000 Penalty: 4065.579590
	Iteration 61Q: 3 clusters Score -2.924807e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231839 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -29248084.000000 Penalty: 4065.579590
	Iteration 62Q: 3 clusters Score -2.924808e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231860 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -29248122.000000 Penalty: 4065.579590
	Iteration 63Q: 3 clusters Score -2.924812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231883 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -29248126.000000 Penalty: 4065.579590
	Iteration 64Q: 3 clusters Score -2.924813e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231909 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -29248132.000000 Penalty: 4065.579590
	Iteration 65Q: 3 clusters Score -2.924813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231935 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -29248152.000000 Penalty: 4065.579590
	Iteration 66Q: 3 clusters Score -2.924815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231956 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -29248148.000000 Penalty: 4065.579590
	Iteration 67Q: 3 clusters Score -2.924815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231980 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -29248138.000000 Penalty: 4065.579590
	Iteration 68Q: 3 clusters Score -2.924814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231994 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -29248162.000000 Penalty: 4065.579590
	Iteration 69Q: 3 clusters Score -2.924816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232003 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -29248170.000000 Penalty: 4065.579590
	Iteration 70Q: 3 clusters Score -2.924817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232012 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -29248154.000000 Penalty: 4065.579590
	Iteration 71Q: 3 clusters Score -2.924815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232023 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -29248152.000000 Penalty: 4065.579590
	Iteration 72Q: 3 clusters Score -2.924815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232029 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -29248156.000000 Penalty: 4065.579590
	Iteration 73Q: 3 clusters Score -2.924816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232030 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -29248156.000000 Penalty: 4065.579590
	Iteration 74Q: 3 clusters Score -2.924816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232033 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -29248152.000000 Penalty: 4065.579590
	Iteration 75Q: 3 clusters Score -2.924815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232039 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -29248154.000000 Penalty: 4065.579590
	Iteration 76Q: 3 clusters Score -2.924815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232046 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -29248154.000000 Penalty: 4065.579590
	Iteration 77Q: 3 clusters Score -2.924815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232052 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -29248166.000000 Penalty: 4065.579590
	Iteration 78Q: 3 clusters Score -2.924817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232060 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -29248150.000000 Penalty: 4065.579590
	Iteration 79Q: 3 clusters Score -2.924815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232067 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -29248158.000000 Penalty: 4065.579590
	Iteration 80F: 3 clusters Score -2.924816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232074 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -29248174.000000 Penalty: 4065.579590
	Iteration 81Q: 3 clusters Score -2.924817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232084 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -29248176.000000 Penalty: 4065.579590
	Iteration 82Q: 3 clusters Score -2.924818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232093 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -29248182.000000 Penalty: 4065.579590
	Iteration 83Q: 3 clusters Score -2.924818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232107 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -29248206.000000 Penalty: 4065.579590
	Iteration 84Q: 3 clusters Score -2.924821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232117 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -29248224.000000 Penalty: 4065.579590
	Iteration 85Q: 3 clusters Score -2.924822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232124 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -29248212.000000 Penalty: 4065.579590
	Iteration 86Q: 3 clusters Score -2.924821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232132 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -29248210.000000 Penalty: 4065.579590
	Iteration 87Q: 3 clusters Score -2.924821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232141 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -29248208.000000 Penalty: 4065.579590
	Iteration 88Q: 3 clusters Score -2.924821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232151 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -29248194.000000 Penalty: 4065.579590
	Iteration 89Q: 3 clusters Score -2.924819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232158 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -29248192.000000 Penalty: 4065.579590
	Iteration 90Q: 3 clusters Score -2.924819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232166 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -29248190.000000 Penalty: 4065.579590
	Iteration 91Q: 3 clusters Score -2.924819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232169 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -29248172.000000 Penalty: 4065.579590
	Iteration 92Q: 3 clusters Score -2.924817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -29248178.000000 Penalty: 4065.579590
	Iteration 93Q: 3 clusters Score -2.924818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232179 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -29248196.000000 Penalty: 4065.579590
	Iteration 94Q: 3 clusters Score -2.92482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232181 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -29248184.000000 Penalty: 4065.579590
	Iteration 95Q: 3 clusters Score -2.924818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232186 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -29248182.000000 Penalty: 4065.579590
	Iteration 96Q: 3 clusters Score -2.924818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232192 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -29248194.000000 Penalty: 4065.579590
	Iteration 97Q: 3 clusters Score -2.924819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232198 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -29248198.000000 Penalty: 4065.579590
	Iteration 98Q: 3 clusters Score -2.92482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232203 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -29248190.000000 Penalty: 4065.579590
	Iteration 99Q: 3 clusters Score -2.924819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232213 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -29248176.000000 Penalty: 4065.579590
	Iteration 100F: 3 clusters Score -2.924818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232218 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -29248166.000000 Penalty: 4065.579590
	Iteration 101Q: 3 clusters Score -2.924817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232221 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -29248182.000000 Penalty: 4065.579590
	Iteration 102Q: 3 clusters Score -2.924818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232222 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -29248166.000000 Penalty: 4065.579590
	Iteration 103Q: 3 clusters Score -2.924817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232225 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -29248174.000000 Penalty: 4065.579590
	Iteration 104Q: 3 clusters Score -2.924817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232226 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -29248174.000000 Penalty: 4065.579590
	Iteration 105Q: 3 clusters Score -2.924817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232230 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -29248162.000000 Penalty: 4065.579590
	Iteration 106Q: 3 clusters Score -2.924816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232235 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -29248168.000000 Penalty: 4065.579590
	Iteration 107Q: 3 clusters Score -2.924817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232238 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -29248158.000000 Penalty: 4065.579590
	Iteration 108Q: 3 clusters Score -2.924816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232242 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -29248160.000000 Penalty: 4065.579590
	Iteration 109Q: 3 clusters Score -2.924816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232244 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -29248148.000000 Penalty: 4065.579590
	Iteration 110Q: 3 clusters Score -2.924815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232244 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -29248148.000000 Penalty: 4065.579590
	Iteration 111F: 3 clusters Score -2.924815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Entering Unmasked Estep 
Score: -4653740.500000 Penalty: 1731.026611
	Iteration 0F: 2 clusters Score -4653740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4625492.500000 Penalty: 3462.053223
	Iteration 0F: 3 clusters Score -4625492 nChanged 19728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4636118.500000 Penalty: 3462.053223
	Iteration 1F: 3 clusters Score -4636118 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4636404.000000 Penalty: 3462.053223
	Iteration 2Q: 3 clusters Score -4636404 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4636734.000000 Penalty: 3462.053223
	Iteration 3Q: 3 clusters Score -4636734 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4637018.500000 Penalty: 3462.053223
	Iteration 4Q: 3 clusters Score -4637018 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4637327.000000 Penalty: 3462.053223
	Iteration 5Q: 3 clusters Score -4637327 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4637582.000000 Penalty: 3462.053223
	Iteration 6Q: 3 clusters Score -4637582 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4637883.000000 Penalty: 3462.053223
	Iteration 7Q: 3 clusters Score -4637883 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4638352.000000 Penalty: 3462.053223
	Iteration 8Q: 3 clusters Score -4638352 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -4638975.000000 Penalty: 3462.053223
	Iteration 9Q: 3 clusters Score -4638975 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -4640134.000000 Penalty: 3462.053223
	Iteration 10Q: 3 clusters Score -4640134 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -4641835.500000 Penalty: 3462.053223
	Iteration 11F: 3 clusters Score -4641836 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4644105.000000 Penalty: 3462.053223
	Iteration 12F: 3 clusters Score -4644105 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -4646328.500000 Penalty: 3462.053223
	Iteration 13F: 3 clusters Score -4646328 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4648172.500000 Penalty: 3462.053223
	Iteration 14F: 3 clusters Score -4648172 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4649487.000000 Penalty: 3462.053223
	Iteration 15Q: 3 clusters Score -4649487 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4650350.000000 Penalty: 3462.053223
	Iteration 16Q: 3 clusters Score -4650350 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4650956.000000 Penalty: 3462.053223
	Iteration 17Q: 3 clusters Score -4650956 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4651376.000000 Penalty: 3462.053223
	Iteration 18Q: 3 clusters Score -4651376 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4651651.500000 Penalty: 3462.053223
	Iteration 19Q: 3 clusters Score -4651652 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4651853.500000 Penalty: 3462.053223
	Iteration 20F: 3 clusters Score -4651854 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4651990.000000 Penalty: 3462.053223
	Iteration 21Q: 3 clusters Score -4651990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4652092.500000 Penalty: 3462.053223
	Iteration 22Q: 3 clusters Score -4652092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4652134.500000 Penalty: 3462.053223
	Iteration 23Q: 3 clusters Score -4652134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4652167.000000 Penalty: 3462.053223
	Iteration 24Q: 3 clusters Score -4652167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4652191.000000 Penalty: 3462.053223
	Iteration 25Q: 3 clusters Score -4652191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4652197.000000 Penalty: 3462.053223
	Iteration 26Q: 3 clusters Score -4652197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4652206.000000 Penalty: 3462.053223
	Iteration 27Q: 3 clusters Score -4652206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4652218.500000 Penalty: 3462.053223
	Iteration 28Q: 3 clusters Score -4652218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4652231.000000 Penalty: 3462.053223
	Iteration 29Q: 3 clusters Score -4652231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4652234.500000 Penalty: 3462.053223
	Iteration 30Q: 3 clusters Score -4652234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4652236.500000 Penalty: 3462.053223
	Iteration 31Q: 3 clusters Score -4652236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4652240.500000 Penalty: 3462.053223
	Iteration 32Q: 3 clusters Score -4652240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4652249.000000 Penalty: 3462.053223
	Iteration 33Q: 3 clusters Score -4652249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4652253.500000 Penalty: 3462.053223
	Iteration 34Q: 3 clusters Score -4652254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4652255.000000 Penalty: 3462.053223
	Iteration 35Q: 3 clusters Score -4652255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4652265.500000 Penalty: 3462.053223
	Iteration 36Q: 3 clusters Score -4652266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4652267.500000 Penalty: 3462.053223
	Iteration 37Q: 3 clusters Score -4652268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4652270.500000 Penalty: 3462.053223
	Iteration 38Q: 3 clusters Score -4652270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4652271.000000 Penalty: 3462.053223
	Iteration 39Q: 3 clusters Score -4652271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4652270.000000 Penalty: 3462.053223
	Iteration 40F: 3 clusters Score -4652270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4652272.500000 Penalty: 3462.053223
	Iteration 41Q: 3 clusters Score -4652272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4652272.500000 Penalty: 3462.053223
	Iteration 42F: 3 clusters Score -4652272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (85273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Entering Unmasked Estep 
Score: -9322185.000000 Penalty: 1844.962036
	Iteration 0F: 2 clusters Score -9322185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -9265150.000000 Penalty: 3689.924072
	Iteration 0F: 3 clusters Score -9265150 nChanged 40617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -9288806.000000 Penalty: 3689.924072
	Iteration 1F: 3 clusters Score -9288806 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -9289558.000000 Penalty: 3689.924072
	Iteration 2Q: 3 clusters Score -9289558 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -9290707.000000 Penalty: 3689.924072
	Iteration 3Q: 3 clusters Score -9290707 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -9292383.000000 Penalty: 3689.924072
	Iteration 4Q: 3 clusters Score -9292383 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -9295180.000000 Penalty: 3689.924072
	Iteration 5F: 3 clusters Score -9295180 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -9299771.000000 Penalty: 3689.924072
	Iteration 6F: 3 clusters Score -9299771 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -9306109.000000 Penalty: 3689.924072
	Iteration 7F: 3 clusters Score -9306109 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -9312732.000000 Penalty: 3689.924072
	Iteration 8F: 3 clusters Score -9312732 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -9317202.000000 Penalty: 3689.924072
	Iteration 9F: 3 clusters Score -9317202 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9319266.000000 Penalty: 3689.924072
	Iteration 10Q: 3 clusters Score -9319266 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9320040.000000 Penalty: 3689.924072
	Iteration 11Q: 3 clusters Score -9320040 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9320330.000000 Penalty: 3689.924072
	Iteration 12Q: 3 clusters Score -9320330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9320488.000000 Penalty: 3689.924072
	Iteration 13Q: 3 clusters Score -9320488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9320573.000000 Penalty: 3689.924072
	Iteration 14Q: 3 clusters Score -9320573 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9320639.000000 Penalty: 3689.924072
	Iteration 15Q: 3 clusters Score -9320639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9320683.000000 Penalty: 3689.924072
	Iteration 16Q: 3 clusters Score -9320683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9320709.000000 Penalty: 3689.924072
	Iteration 17Q: 3 clusters Score -9320709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9320726.000000 Penalty: 3689.924072
	Iteration 18Q: 3 clusters Score -9320726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9320732.000000 Penalty: 3689.924072
	Iteration 19Q: 3 clusters Score -9320732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9320741.000000 Penalty: 3689.924072
	Iteration 20F: 3 clusters Score -9320741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9320756.000000 Penalty: 3689.924072
	Iteration 21Q: 3 clusters Score -9320756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9320760.000000 Penalty: 3689.924072
	Iteration 22Q: 3 clusters Score -9320760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9320778.000000 Penalty: 3689.924072
	Iteration 23Q: 3 clusters Score -9320778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9320777.000000 Penalty: 3689.924072
	Iteration 24Q: 3 clusters Score -9320777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9320779.000000 Penalty: 3689.924072
	Iteration 25Q: 3 clusters Score -9320779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9320785.000000 Penalty: 3689.924072
	Iteration 26Q: 3 clusters Score -9320785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9320787.000000 Penalty: 3689.924072
	Iteration 27Q: 3 clusters Score -9320787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9320787.000000 Penalty: 3689.924072
	Iteration 28F: 3 clusters Score -9320787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Entering Unmasked Estep 
Score: -4367185.500000 Penalty: 1726.052856
	Iteration 0F: 2 clusters Score -4367186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4339780.000000 Penalty: 3452.105713
	Iteration 0F: 3 clusters Score -4339780 nChanged 19130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4350417.000000 Penalty: 3452.105713
	Iteration 1F: 3 clusters Score -4350417 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4350813.500000 Penalty: 3452.105713
	Iteration 2Q: 3 clusters Score -4350814 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4351223.500000 Penalty: 3452.105713
	Iteration 3Q: 3 clusters Score -4351224 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4351737.500000 Penalty: 3452.105713
	Iteration 4Q: 3 clusters Score -4351738 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4352244.000000 Penalty: 3452.105713
	Iteration 5Q: 3 clusters Score -4352244 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -4352780.000000 Penalty: 3452.105713
	Iteration 6Q: 3 clusters Score -4352780 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4353396.000000 Penalty: 3452.105713
	Iteration 7Q: 3 clusters Score -4353396 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -4354050.500000 Penalty: 3452.105713
	Iteration 8Q: 3 clusters Score -4354050 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -4354804.500000 Penalty: 3452.105713
	Iteration 9Q: 3 clusters Score -4354804 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4355700.000000 Penalty: 3452.105713
	Iteration 10Q: 3 clusters Score -4355700 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4356714.000000 Penalty: 3452.105713
	Iteration 11Q: 3 clusters Score -4356714 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -4357776.000000 Penalty: 3452.105713
	Iteration 12Q: 3 clusters Score -4357776 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -4358913.500000 Penalty: 3452.105713
	Iteration 13Q: 3 clusters Score -4358914 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4359965.000000 Penalty: 3452.105713
	Iteration 14Q: 3 clusters Score -4359965 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4360923.000000 Penalty: 3452.105713
	Iteration 15Q: 3 clusters Score -4360923 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -4361750.500000 Penalty: 3452.105713
	Iteration 16Q: 3 clusters Score -4361750 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -4362438.500000 Penalty: 3452.105713
	Iteration 17Q: 3 clusters Score -4362438 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4363044.000000 Penalty: 3452.105713
	Iteration 18Q: 3 clusters Score -4363044 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4363591.500000 Penalty: 3452.105713
	Iteration 19Q: 3 clusters Score -4363592 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4364107.500000 Penalty: 3452.105713
	Iteration 20F: 3 clusters Score -4364108 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -4364524.500000 Penalty: 3452.105713
	Iteration 21Q: 3 clusters Score -4364524 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4364882.000000 Penalty: 3452.105713
	Iteration 22Q: 3 clusters Score -4364882 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4365205.500000 Penalty: 3452.105713
	Iteration 23Q: 3 clusters Score -4365206 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4365413.500000 Penalty: 3452.105713
	Iteration 24Q: 3 clusters Score -4365414 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4365586.500000 Penalty: 3452.105713
	Iteration 25Q: 3 clusters Score -4365586 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -4365715.000000 Penalty: 3452.105713
	Iteration 26Q: 3 clusters Score -4365715 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -4365813.000000 Penalty: 3452.105713
	Iteration 27Q: 3 clusters Score -4365813 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4365894.500000 Penalty: 3452.105713
	Iteration 28Q: 3 clusters Score -4365894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4365939.500000 Penalty: 3452.105713
	Iteration 29Q: 3 clusters Score -4365940 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -4365993.500000 Penalty: 3452.105713
	Iteration 30Q: 3 clusters Score -4365994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -4366017.000000 Penalty: 3452.105713
	Iteration 31Q: 3 clusters Score -4366017 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -4366019.000000 Penalty: 3452.105713
	Iteration 32Q: 3 clusters Score -4366019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -4366037.500000 Penalty: 3452.105713
	Iteration 33Q: 3 clusters Score -4366038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -4366060.000000 Penalty: 3452.105713
	Iteration 34Q: 3 clusters Score -4366060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -4366077.500000 Penalty: 3452.105713
	Iteration 35Q: 3 clusters Score -4366078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -4366086.000000 Penalty: 3452.105713
	Iteration 36Q: 3 clusters Score -4366086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -4366108.500000 Penalty: 3452.105713
	Iteration 37Q: 3 clusters Score -4366108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -4366108.500000 Penalty: 3452.105713
	Iteration 38Q: 3 clusters Score -4366108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -4366116.000000 Penalty: 3452.105713
	Iteration 39Q: 3 clusters Score -4366116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -4366117.500000 Penalty: 3452.105713
	Iteration 40F: 3 clusters Score -4366118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -4366123.500000 Penalty: 3452.105713
	Iteration 41Q: 3 clusters Score -4366124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -4366129.000000 Penalty: 3452.105713
	Iteration 42Q: 3 clusters Score -4366129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4366132.500000 Penalty: 3452.105713
	Iteration 43Q: 3 clusters Score -4366132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -4366139.000000 Penalty: 3452.105713
	Iteration 44Q: 3 clusters Score -4366139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4366137.000000 Penalty: 3452.105713
	Iteration 45Q: 3 clusters Score -4366137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4366128.500000 Penalty: 3452.105713
	Iteration 46Q: 3 clusters Score -4366128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4366126.500000 Penalty: 3452.105713
	Iteration 47Q: 3 clusters Score -4366126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -4366135.000000 Penalty: 3452.105713
	Iteration 48Q: 3 clusters Score -4366135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -4366140.500000 Penalty: 3452.105713
	Iteration 49Q: 3 clusters Score -4366140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4366141.000000 Penalty: 3452.105713
	Iteration 50Q: 3 clusters Score -4366141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -4366140.500000 Penalty: 3452.105713
	Iteration 51Q: 3 clusters Score -4366140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -4366142.000000 Penalty: 3452.105713
	Iteration 52Q: 3 clusters Score -4366142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -4366141.500000 Penalty: 3452.105713
	Iteration 53Q: 3 clusters Score -4366142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4366144.000000 Penalty: 3452.105713
	Iteration 54Q: 3 clusters Score -4366144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -4366144.000000 Penalty: 3452.105713
	Iteration 55Q: 3 clusters Score -4366144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -4366144.000000 Penalty: 3452.105713
	Iteration 56Q: 3 clusters Score -4366144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -4366150.500000 Penalty: 3452.105713
	Iteration 57Q: 3 clusters Score -4366150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4366146.000000 Penalty: 3452.105713
	Iteration 58Q: 3 clusters Score -4366146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4366152.500000 Penalty: 3452.105713
	Iteration 59Q: 3 clusters Score -4366152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -4366152.500000 Penalty: 3452.105713
	Iteration 60F: 3 clusters Score -4366152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -4366158.500000 Penalty: 3452.105713
	Iteration 61Q: 3 clusters Score -4366158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4366159.500000 Penalty: 3452.105713
	Iteration 62Q: 3 clusters Score -4366160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4366162.000000 Penalty: 3452.105713
	Iteration 63Q: 3 clusters Score -4366162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -4366163.500000 Penalty: 3452.105713
	Iteration 64Q: 3 clusters Score -4366164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -4366167.500000 Penalty: 3452.105713
	Iteration 65Q: 3 clusters Score -4366168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4366161.000000 Penalty: 3452.105713
	Iteration 66Q: 3 clusters Score -4366161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -4366164.000000 Penalty: 3452.105713
	Iteration 67Q: 3 clusters Score -4366164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -4366166.500000 Penalty: 3452.105713
	Iteration 68Q: 3 clusters Score -4366166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -4366163.500000 Penalty: 3452.105713
	Iteration 69Q: 3 clusters Score -4366164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -4366164.500000 Penalty: 3452.105713
	Iteration 70Q: 3 clusters Score -4366164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -4366163.500000 Penalty: 3452.105713
	Iteration 71Q: 3 clusters Score -4366164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -4366163.500000 Penalty: 3452.105713
	Iteration 72F: 3 clusters Score -4366164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 50188 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224319 members 
Mstep: Class 5 contains 56213 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62730 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270892 members 
Mstep: Class 14 contains 42297 members 
Mstep: Class 16 contains 85273 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834192.000000 Penalty: 33373.367188
Iteration 119Q: 16 clusters Score -9.383419e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 50202 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224250 members 
Mstep: Class 5 contains 56213 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62713 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 270901 members 
Mstep: Class 14 contains 42306 members 
Mstep: Class 16 contains 85312 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834272.000000 Penalty: 33373.367188
Iteration 120F: 16 clusters Score -9.383427e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 50206 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224181 members 
Mstep: Class 5 contains 56214 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62699 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 270915 members 
Mstep: Class 14 contains 42311 members 
Mstep: Class 16 contains 85353 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834256.000000 Penalty: 33373.367188
Iteration 121Q: 16 clusters Score -9.383426e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 50219 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224101 members 
Mstep: Class 5 contains 56215 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62687 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 765 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 270938 members 
Mstep: Class 14 contains 42313 members 
Mstep: Class 16 contains 85390 members 
Mstep: Class 19 contains 41024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834136.000000 Penalty: 33373.367188
Iteration 122Q: 16 clusters Score -9.383414e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 50236 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 224010 members 
Mstep: Class 5 contains 56219 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62672 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 766 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 270947 members 
Mstep: Class 14 contains 42317 members 
Mstep: Class 16 contains 85432 members 
Mstep: Class 19 contains 41024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834200.000000 Penalty: 33373.367188
Iteration 123Q: 16 clusters Score -9.38342e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 50245 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223935 members 
Mstep: Class 5 contains 56222 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62655 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 270960 members 
Mstep: Class 14 contains 42324 members 
Mstep: Class 16 contains 85464 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834176.000000 Penalty: 33373.367188
Iteration 124Q: 16 clusters Score -9.383418e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 50261 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223857 members 
Mstep: Class 5 contains 56222 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 8 contains 62641 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 270969 members 
Mstep: Class 14 contains 42332 members 
Mstep: Class 16 contains 85494 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834176.000000 Penalty: 33373.367188
Iteration 125Q: 16 clusters Score -9.383418e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 50275 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223790 members 
Mstep: Class 5 contains 56224 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 8 contains 62627 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 270973 members 
Mstep: Class 14 contains 42342 members 
Mstep: Class 16 contains 85522 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834152.000000 Penalty: 33373.367188
Iteration 126Q: 16 clusters Score -9.383415e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 50288 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223720 members 
Mstep: Class 5 contains 56228 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 8 contains 62613 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 270978 members 
Mstep: Class 14 contains 42355 members 
Mstep: Class 16 contains 85550 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834208.000000 Penalty: 33373.367188
Iteration 127Q: 16 clusters Score -9.383421e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 50306 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223661 members 
Mstep: Class 5 contains 56230 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 62603 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4040 members 
Mstep: Class 13 contains 270966 members 
Mstep: Class 14 contains 42360 members 
Mstep: Class 16 contains 85575 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834208.000000 Penalty: 33373.367188
Iteration 128Q: 16 clusters Score -9.383421e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 50319 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223611 members 
Mstep: Class 5 contains 56228 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 8 contains 62600 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 270951 members 
Mstep: Class 14 contains 42365 members 
Mstep: Class 16 contains 85599 members 
Mstep: Class 19 contains 41028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834136.000000 Penalty: 33373.367188
Iteration 129Q: 16 clusters Score -9.383414e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 50330 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223561 members 
Mstep: Class 5 contains 56226 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 62595 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 13 contains 270948 members 
Mstep: Class 14 contains 42372 members 
Mstep: Class 16 contains 85618 members 
Mstep: Class 19 contains 41028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834184.000000 Penalty: 33373.367188
Iteration 130Q: 16 clusters Score -9.383418e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 50342 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223518 members 
Mstep: Class 5 contains 56222 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 62588 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4044 members 
Mstep: Class 13 contains 270944 members 
Mstep: Class 14 contains 42378 members 
Mstep: Class 16 contains 85641 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834072.000000 Penalty: 33373.367188
Iteration 131Q: 16 clusters Score -9.383407e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 50345 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223455 members 
Mstep: Class 5 contains 56222 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62585 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4044 members 
Mstep: Class 13 contains 270952 members 
Mstep: Class 14 contains 42386 members 
Mstep: Class 16 contains 85665 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834104.000000 Penalty: 33373.367188
Iteration 132Q: 16 clusters Score -9.38341e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 50354 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223397 members 
Mstep: Class 5 contains 56220 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62575 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4044 members 
Mstep: Class 13 contains 270966 members 
Mstep: Class 14 contains 42394 members 
Mstep: Class 16 contains 85681 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834088.000000 Penalty: 33373.367188
Iteration 133Q: 16 clusters Score -9.383409e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 50362 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223350 members 
Mstep: Class 5 contains 56218 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62565 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4044 members 
Mstep: Class 13 contains 270975 members 
Mstep: Class 14 contains 42397 members 
Mstep: Class 16 contains 85706 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834104.000000 Penalty: 33373.367188
Iteration 134Q: 16 clusters Score -9.38341e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 50373 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223299 members 
Mstep: Class 5 contains 56216 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 62559 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 270978 members 
Mstep: Class 14 contains 42401 members 
Mstep: Class 16 contains 85727 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 135Q: 16 clusters Score -9.383405e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 50388 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223256 members 
Mstep: Class 5 contains 56214 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62553 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4046 members 
Mstep: Class 13 contains 270984 members 
Mstep: Class 14 contains 42404 members 
Mstep: Class 16 contains 85736 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834088.000000 Penalty: 33373.367188
Iteration 136Q: 16 clusters Score -9.383409e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 50405 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223198 members 
Mstep: Class 5 contains 56216 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62548 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 270987 members 
Mstep: Class 14 contains 42410 members 
Mstep: Class 16 contains 85749 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834104.000000 Penalty: 33373.367188
Iteration 137Q: 16 clusters Score -9.38341e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 50422 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223152 members 
Mstep: Class 5 contains 56216 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62541 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 270987 members 
Mstep: Class 14 contains 42408 members 
Mstep: Class 16 contains 85764 members 
Mstep: Class 19 contains 41029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833976.000000 Penalty: 33373.367188
Iteration 138Q: 16 clusters Score -9.383398e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 50447 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223100 members 
Mstep: Class 5 contains 56217 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62534 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 270994 members 
Mstep: Class 14 contains 42410 members 
Mstep: Class 16 contains 85769 members 
Mstep: Class 19 contains 41029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 139Q: 16 clusters Score -9.38341e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 50471 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 223043 members 
Mstep: Class 5 contains 56219 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62527 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271004 members 
Mstep: Class 14 contains 42413 members 
Mstep: Class 16 contains 85781 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834072.000000 Penalty: 33373.367188
Iteration 140F: 16 clusters Score -9.383407e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 50493 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222982 members 
Mstep: Class 5 contains 56220 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62524 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271012 members 
Mstep: Class 14 contains 42414 members 
Mstep: Class 16 contains 85802 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 141Q: 16 clusters Score -9.38341e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 50514 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222944 members 
Mstep: Class 5 contains 56218 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62514 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271012 members 
Mstep: Class 14 contains 42416 members 
Mstep: Class 16 contains 85813 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834160.000000 Penalty: 33373.367188
Iteration 142Q: 16 clusters Score -9.383416e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 50537 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222898 members 
Mstep: Class 5 contains 56214 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62503 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271028 members 
Mstep: Class 14 contains 42417 members 
Mstep: Class 16 contains 85821 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834064.000000 Penalty: 33373.367188
Iteration 143Q: 16 clusters Score -9.383406e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 50564 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222855 members 
Mstep: Class 5 contains 56210 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62499 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271031 members 
Mstep: Class 14 contains 42417 members 
Mstep: Class 16 contains 85832 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834024.000000 Penalty: 33373.367188
Iteration 144Q: 16 clusters Score -9.383402e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 50587 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222809 members 
Mstep: Class 5 contains 56207 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62494 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271035 members 
Mstep: Class 14 contains 42423 members 
Mstep: Class 16 contains 85847 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834072.000000 Penalty: 33373.367188
Iteration 145Q: 16 clusters Score -9.383407e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 50604 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222773 members 
Mstep: Class 5 contains 56207 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62486 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271035 members 
Mstep: Class 14 contains 42427 members 
Mstep: Class 16 contains 85864 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 146Q: 16 clusters Score -9.383405e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 50618 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222732 members 
Mstep: Class 5 contains 56207 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62483 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271036 members 
Mstep: Class 14 contains 42429 members 
Mstep: Class 16 contains 85884 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 147Q: 16 clusters Score -9.38341e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 50638 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222692 members 
Mstep: Class 5 contains 56203 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62482 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271029 members 
Mstep: Class 14 contains 42432 members 
Mstep: Class 16 contains 85904 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 148Q: 16 clusters Score -9.38341e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 50654 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222652 members 
Mstep: Class 5 contains 56200 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62477 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271028 members 
Mstep: Class 14 contains 42441 members 
Mstep: Class 16 contains 85917 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 149Q: 16 clusters Score -9.383411e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 50670 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222604 members 
Mstep: Class 5 contains 56200 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62477 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271030 members 
Mstep: Class 14 contains 42444 members 
Mstep: Class 16 contains 85930 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834128.000000 Penalty: 33373.367188
Iteration 150Q: 16 clusters Score -9.383413e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 50680 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222568 members 
Mstep: Class 5 contains 56197 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62478 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271027 members 
Mstep: Class 14 contains 42447 members 
Mstep: Class 16 contains 85950 members 
Mstep: Class 19 contains 41025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834088.000000 Penalty: 33373.367188
Iteration 151Q: 16 clusters Score -9.383409e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 50683 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222538 members 
Mstep: Class 5 contains 56192 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62474 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271025 members 
Mstep: Class 14 contains 42449 members 
Mstep: Class 16 contains 85971 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834040.000000 Penalty: 33373.367188
Iteration 152Q: 16 clusters Score -9.383404e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 50685 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222506 members 
Mstep: Class 5 contains 56191 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62470 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271038 members 
Mstep: Class 14 contains 42450 members 
Mstep: Class 16 contains 85984 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834032.000000 Penalty: 33373.367188
Iteration 153Q: 16 clusters Score -9.383403e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 50688 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222486 members 
Mstep: Class 5 contains 56184 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 62458 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271059 members 
Mstep: Class 14 contains 42453 members 
Mstep: Class 16 contains 85994 members 
Mstep: Class 19 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833968.000000 Penalty: 33373.367188
Iteration 154Q: 16 clusters Score -9.383397e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 50694 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222468 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 62452 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271063 members 
Mstep: Class 14 contains 42457 members 
Mstep: Class 16 contains 86007 members 
Mstep: Class 19 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834024.000000 Penalty: 33373.367188
Iteration 155Q: 16 clusters Score -9.383402e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 50698 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222461 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271064 members 
Mstep: Class 14 contains 42462 members 
Mstep: Class 16 contains 86016 members 
Mstep: Class 19 contains 41025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834008.000000 Penalty: 33373.367188
Iteration 156Q: 16 clusters Score -9.383401e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 50705 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222447 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 62433 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271061 members 
Mstep: Class 14 contains 42469 members 
Mstep: Class 16 contains 86023 members 
Mstep: Class 19 contains 41024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834016.000000 Penalty: 33373.367188
Iteration 157Q: 16 clusters Score -9.383402e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 50711 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222436 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62430 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271059 members 
Mstep: Class 14 contains 42471 members 
Mstep: Class 16 contains 86028 members 
Mstep: Class 19 contains 41023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834056.000000 Penalty: 33373.367188
Iteration 158Q: 16 clusters Score -9.383406e+07 nChanged 42
Entering ConstructFrom: 
Score: -93834056.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (37072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Entering Unmasked Estep 
Score: -4080905.500000 Penalty: 1709.600342
	Iteration 0F: 2 clusters Score -4080906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4055826.000000 Penalty: 3419.200684
	Iteration 0F: 3 clusters Score -4055826 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4065559.000000 Penalty: 3419.200684
	Iteration 1F: 3 clusters Score -4065559 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4065964.500000 Penalty: 3419.200684
	Iteration 2Q: 3 clusters Score -4065964 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4066467.000000 Penalty: 3419.200684
	Iteration 3Q: 3 clusters Score -4066467 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -4067129.750000 Penalty: 3419.200684
	Iteration 4Q: 3 clusters Score -4067130 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -4068162.500000 Penalty: 3419.200684
	Iteration 5F: 3 clusters Score -4068162 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -4069748.000000 Penalty: 3419.200684
	Iteration 6F: 3 clusters Score -4069748 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4071947.250000 Penalty: 3419.200684
	Iteration 7F: 3 clusters Score -4071947 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -4074403.500000 Penalty: 3419.200684
	Iteration 8F: 3 clusters Score -4074404 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4076366.250000 Penalty: 3419.200684
	Iteration 9F: 3 clusters Score -4076366 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4077379.500000 Penalty: 3419.200684
	Iteration 10Q: 3 clusters Score -4077380 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4077887.250000 Penalty: 3419.200684
	Iteration 11Q: 3 clusters Score -4077887 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -4078168.250000 Penalty: 3419.200684
	Iteration 12Q: 3 clusters Score -4078168 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4078360.750000 Penalty: 3419.200684
	Iteration 13Q: 3 clusters Score -4078361 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4078507.000000 Penalty: 3419.200684
	Iteration 14Q: 3 clusters Score -4078507 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4078641.500000 Penalty: 3419.200684
	Iteration 15Q: 3 clusters Score -4078642 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4078743.250000 Penalty: 3419.200684
	Iteration 16Q: 3 clusters Score -4078743 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4078854.750000 Penalty: 3419.200684
	Iteration 17Q: 3 clusters Score -4078855 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4078945.000000 Penalty: 3419.200684
	Iteration 18Q: 3 clusters Score -4078945 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -4079022.000000 Penalty: 3419.200684
	Iteration 19Q: 3 clusters Score -4079022 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4079111.500000 Penalty: 3419.200684
	Iteration 20F: 3 clusters Score -4079112 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4079195.250000 Penalty: 3419.200684
	Iteration 21Q: 3 clusters Score -4079195 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -4079254.000000 Penalty: 3419.200684
	Iteration 22Q: 3 clusters Score -4079254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4079297.500000 Penalty: 3419.200684
	Iteration 23Q: 3 clusters Score -4079298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4079341.750000 Penalty: 3419.200684
	Iteration 24Q: 3 clusters Score -4079342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4079381.500000 Penalty: 3419.200684
	Iteration 25Q: 3 clusters Score -4079382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -4079404.000000 Penalty: 3419.200684
	Iteration 26Q: 3 clusters Score -4079404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4079443.750000 Penalty: 3419.200684
	Iteration 27Q: 3 clusters Score -4079444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4079469.500000 Penalty: 3419.200684
	Iteration 28Q: 3 clusters Score -4079470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -4079485.750000 Penalty: 3419.200684
	Iteration 29Q: 3 clusters Score -4079486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4079493.250000 Penalty: 3419.200684
	Iteration 30Q: 3 clusters Score -4079493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4079497.500000 Penalty: 3419.200684
	Iteration 31Q: 3 clusters Score -4079498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -4079502.750000 Penalty: 3419.200684
	Iteration 32Q: 3 clusters Score -4079503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4079508.000000 Penalty: 3419.200684
	Iteration 33Q: 3 clusters Score -4079508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4079511.500000 Penalty: 3419.200684
	Iteration 34Q: 3 clusters Score -4079512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4079516.250000 Penalty: 3419.200684
	Iteration 35Q: 3 clusters Score -4079516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4079518.750000 Penalty: 3419.200684
	Iteration 36Q: 3 clusters Score -4079519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4079530.000000 Penalty: 3419.200684
	Iteration 37Q: 3 clusters Score -4079530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4079529.750000 Penalty: 3419.200684
	Iteration 38Q: 3 clusters Score -4079530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -4079538.000000 Penalty: 3419.200684
	Iteration 39Q: 3 clusters Score -4079538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4079546.000000 Penalty: 3419.200684
	Iteration 40F: 3 clusters Score -4079546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -4079553.000000 Penalty: 3419.200684
	Iteration 41Q: 3 clusters Score -4079553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4079559.250000 Penalty: 3419.200684
	Iteration 42Q: 3 clusters Score -4079559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4079572.000000 Penalty: 3419.200684
	Iteration 43Q: 3 clusters Score -4079572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4079576.750000 Penalty: 3419.200684
	Iteration 44Q: 3 clusters Score -4079577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4079581.500000 Penalty: 3419.200684
	Iteration 45Q: 3 clusters Score -4079582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4079583.500000 Penalty: 3419.200684
	Iteration 46Q: 3 clusters Score -4079584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4079585.500000 Penalty: 3419.200684
	Iteration 47Q: 3 clusters Score -4079586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4079592.250000 Penalty: 3419.200684
	Iteration 48Q: 3 clusters Score -4079592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4079597.750000 Penalty: 3419.200684
	Iteration 49Q: 3 clusters Score -4079598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4079603.750000 Penalty: 3419.200684
	Iteration 50Q: 3 clusters Score -4079604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4079599.750000 Penalty: 3419.200684
	Iteration 51Q: 3 clusters Score -4079600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4079603.750000 Penalty: 3419.200684
	Iteration 52Q: 3 clusters Score -4079604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4079600.000000 Penalty: 3419.200684
	Iteration 53Q: 3 clusters Score -4079600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4079597.250000 Penalty: 3419.200684
	Iteration 54Q: 3 clusters Score -4079597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4079602.000000 Penalty: 3419.200684
	Iteration 55Q: 3 clusters Score -4079602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4079603.000000 Penalty: 3419.200684
	Iteration 56Q: 3 clusters Score -4079603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4079603.000000 Penalty: 3419.200684
	Iteration 57F: 3 clusters Score -4079603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Entering Unmasked Estep 
Score: -5568449.500000 Penalty: 1760.553345
	Iteration 0F: 2 clusters Score -5568450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -5534497.500000 Penalty: 3521.106689
	Iteration 0F: 3 clusters Score -5534498 nChanged 23792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -5547940.500000 Penalty: 3521.106689
	Iteration 1F: 3 clusters Score -5547940 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -5548625.000000 Penalty: 3521.106689
	Iteration 2Q: 3 clusters Score -5548625 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -5549372.500000 Penalty: 3521.106689
	Iteration 3Q: 3 clusters Score -5549372 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -5550346.500000 Penalty: 3521.106689
	Iteration 4Q: 3 clusters Score -5550346 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -5551721.500000 Penalty: 3521.106689
	Iteration 5F: 3 clusters Score -5551722 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -5553815.500000 Penalty: 3521.106689
	Iteration 6F: 3 clusters Score -5553816 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -5556925.500000 Penalty: 3521.106689
	Iteration 7F: 3 clusters Score -5556926 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -5560337.000000 Penalty: 3521.106689
	Iteration 8F: 3 clusters Score -5560337 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -5562606.500000 Penalty: 3521.106689
	Iteration 9F: 3 clusters Score -5562606 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -5563564.000000 Penalty: 3521.106689
	Iteration 10Q: 3 clusters Score -5563564 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5564024.000000 Penalty: 3521.106689
	Iteration 11Q: 3 clusters Score -5564024 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -5564327.500000 Penalty: 3521.106689
	Iteration 12Q: 3 clusters Score -5564328 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5564559.000000 Penalty: 3521.106689
	Iteration 13Q: 3 clusters Score -5564559 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -5564789.000000 Penalty: 3521.106689
	Iteration 14Q: 3 clusters Score -5564789 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5564970.000000 Penalty: 3521.106689
	Iteration 15Q: 3 clusters Score -5564970 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5565135.500000 Penalty: 3521.106689
	Iteration 16Q: 3 clusters Score -5565136 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -5565272.000000 Penalty: 3521.106689
	Iteration 17Q: 3 clusters Score -5565272 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -5565443.000000 Penalty: 3521.106689
	Iteration 18Q: 3 clusters Score -5565443 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -5565587.000000 Penalty: 3521.106689
	Iteration 19Q: 3 clusters Score -5565587 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -5565763.500000 Penalty: 3521.106689
	Iteration 20F: 3 clusters Score -5565764 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -5565946.000000 Penalty: 3521.106689
	Iteration 21Q: 3 clusters Score -5565946 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -5566067.500000 Penalty: 3521.106689
	Iteration 22Q: 3 clusters Score -5566068 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -5566162.000000 Penalty: 3521.106689
	Iteration 23Q: 3 clusters Score -5566162 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -5566223.500000 Penalty: 3521.106689
	Iteration 24Q: 3 clusters Score -5566224 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -5566338.000000 Penalty: 3521.106689
	Iteration 25Q: 3 clusters Score -5566338 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -5566392.500000 Penalty: 3521.106689
	Iteration 26Q: 3 clusters Score -5566392 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -5566488.000000 Penalty: 3521.106689
	Iteration 27Q: 3 clusters Score -5566488 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -5566569.500000 Penalty: 3521.106689
	Iteration 28Q: 3 clusters Score -5566570 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5566639.000000 Penalty: 3521.106689
	Iteration 29Q: 3 clusters Score -5566639 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -5566709.500000 Penalty: 3521.106689
	Iteration 30Q: 3 clusters Score -5566710 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -5566800.000000 Penalty: 3521.106689
	Iteration 31Q: 3 clusters Score -5566800 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -5566847.000000 Penalty: 3521.106689
	Iteration 32Q: 3 clusters Score -5566847 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -5566886.000000 Penalty: 3521.106689
	Iteration 33Q: 3 clusters Score -5566886 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -5566936.500000 Penalty: 3521.106689
	Iteration 34Q: 3 clusters Score -5566936 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -5566964.500000 Penalty: 3521.106689
	Iteration 35Q: 3 clusters Score -5566964 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -5567005.000000 Penalty: 3521.106689
	Iteration 36Q: 3 clusters Score -5567005 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -5567019.500000 Penalty: 3521.106689
	Iteration 37Q: 3 clusters Score -5567020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -5567046.500000 Penalty: 3521.106689
	Iteration 38Q: 3 clusters Score -5567046 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -5567076.500000 Penalty: 3521.106689
	Iteration 39Q: 3 clusters Score -5567076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -5567101.000000 Penalty: 3521.106689
	Iteration 40F: 3 clusters Score -5567101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -5567126.500000 Penalty: 3521.106689
	Iteration 41Q: 3 clusters Score -5567126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -5567152.000000 Penalty: 3521.106689
	Iteration 42Q: 3 clusters Score -5567152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -5567162.000000 Penalty: 3521.106689
	Iteration 43Q: 3 clusters Score -5567162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -5567183.000000 Penalty: 3521.106689
	Iteration 44Q: 3 clusters Score -5567183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -5567198.000000 Penalty: 3521.106689
	Iteration 45Q: 3 clusters Score -5567198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -5567208.500000 Penalty: 3521.106689
	Iteration 46Q: 3 clusters Score -5567208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -5567211.500000 Penalty: 3521.106689
	Iteration 47Q: 3 clusters Score -5567212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -5567227.500000 Penalty: 3521.106689
	Iteration 48Q: 3 clusters Score -5567228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -5567239.000000 Penalty: 3521.106689
	Iteration 49Q: 3 clusters Score -5567239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -5567232.500000 Penalty: 3521.106689
	Iteration 50Q: 3 clusters Score -5567232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -5567237.000000 Penalty: 3521.106689
	Iteration 51Q: 3 clusters Score -5567237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -5567230.500000 Penalty: 3521.106689
	Iteration 52Q: 3 clusters Score -5567230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -5567236.000000 Penalty: 3521.106689
	Iteration 53Q: 3 clusters Score -5567236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -5567239.000000 Penalty: 3521.106689
	Iteration 54Q: 3 clusters Score -5567239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -5567239.000000 Penalty: 3521.106689
	Iteration 55Q: 3 clusters Score -5567239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -5567240.500000 Penalty: 3521.106689
	Iteration 56Q: 3 clusters Score -5567240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -5567239.500000 Penalty: 3521.106689
	Iteration 57Q: 3 clusters Score -5567240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -5567242.500000 Penalty: 3521.106689
	Iteration 58Q: 3 clusters Score -5567242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -5567241.500000 Penalty: 3521.106689
	Iteration 59Q: 3 clusters Score -5567242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -5567239.000000 Penalty: 3521.106689
	Iteration 60F: 3 clusters Score -5567239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -5567238.500000 Penalty: 3521.106689
	Iteration 61Q: 3 clusters Score -5567238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -5567241.000000 Penalty: 3521.106689
	Iteration 62Q: 3 clusters Score -5567241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -5567241.500000 Penalty: 3521.106689
	Iteration 63Q: 3 clusters Score -5567242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -5567239.500000 Penalty: 3521.106689
	Iteration 64Q: 3 clusters Score -5567240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -5567241.500000 Penalty: 3521.106689
	Iteration 65Q: 3 clusters Score -5567242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -5567242.500000 Penalty: 3521.106689
	Iteration 66Q: 3 clusters Score -5567242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -5567241.500000 Penalty: 3521.106689
	Iteration 67Q: 3 clusters Score -5567242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -5567245.500000 Penalty: 3521.106689
	Iteration 68Q: 3 clusters Score -5567246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -5567245.000000 Penalty: 3521.106689
	Iteration 69Q: 3 clusters Score -5567245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -5567246.000000 Penalty: 3521.106689
	Iteration 70Q: 3 clusters Score -5567246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -5567253.000000 Penalty: 3521.106689
	Iteration 71Q: 3 clusters Score -5567253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -5567259.500000 Penalty: 3521.106689
	Iteration 72Q: 3 clusters Score -5567260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -5567254.500000 Penalty: 3521.106689
	Iteration 73Q: 3 clusters Score -5567254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -5567259.000000 Penalty: 3521.106689
	Iteration 74Q: 3 clusters Score -5567259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -5567252.500000 Penalty: 3521.106689
	Iteration 75Q: 3 clusters Score -5567252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -5567257.500000 Penalty: 3521.106689
	Iteration 76Q: 3 clusters Score -5567258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -5567259.500000 Penalty: 3521.106689
	Iteration 77Q: 3 clusters Score -5567260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -5567259.500000 Penalty: 3521.106689
	Iteration 78Q: 3 clusters Score -5567260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -5567259.500000 Penalty: 3521.106689
	Iteration 79F: 3 clusters Score -5567260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -176137.703125 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -176137.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174255.125000 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -174255.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -174610.750000 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -174610.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -174719.062500 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -174719.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174773.203125 Penalty: 2407.378174
	Iteration 3Q: 3 clusters Score -174773.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -174807.687500 Penalty: 2407.378174
	Iteration 4Q: 3 clusters Score -174807.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174829.890625 Penalty: 2407.378174
	Iteration 5Q: 3 clusters Score -174829.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174846.468750 Penalty: 2407.378174
	Iteration 6Q: 3 clusters Score -174846.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -174861.343750 Penalty: 2407.378174
	Iteration 7Q: 3 clusters Score -174861.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -174874.765625 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -174874.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -174878.968750 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -174879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174882.812500 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -174882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -174888.453125 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -174888.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -174893.468750 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -174893.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -174896.343750 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -174896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174899.625000 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -174899.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174907.046875 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -174907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -174911.203125 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -174911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -174913.468750 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -174913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -174917.156250 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -174917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -174920.328125 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -174920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -174923.203125 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -174923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174925.687500 Penalty: 2407.378174
	Iteration 21Q: 3 clusters Score -174925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174926.750000 Penalty: 2407.378174
	Iteration 22Q: 3 clusters Score -174926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -174927.312500 Penalty: 2407.378174
	Iteration 23Q: 3 clusters Score -174927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174928.671875 Penalty: 2407.378174
	Iteration 24Q: 3 clusters Score -174928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -174929.312500 Penalty: 2407.378174
	Iteration 25Q: 3 clusters Score -174929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174929.859375 Penalty: 2407.378174
	Iteration 26Q: 3 clusters Score -174929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -174929.937500 Penalty: 2407.378174
	Iteration 27Q: 3 clusters Score -174929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -174929.937500 Penalty: 2407.378174
	Iteration 28F: 3 clusters Score -174929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222419 members 
Entering Unmasked Estep 
Score: -24001826.000000 Penalty: 2000.751709
	Iteration 0F: 2 clusters Score -2.400183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -23858660.000000 Penalty: 4001.503418
	Iteration 0F: 3 clusters Score -2.385866e+07 nChanged 108061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108652 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -23926986.000000 Penalty: 4001.503418
	Iteration 1F: 3 clusters Score -2.392699e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -23932472.000000 Penalty: 4001.503418
	Iteration 2Q: 3 clusters Score -2.393247e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105383 members 
Mstep: Class 2 contains 117036 members 
Entering Unmasked Estep 
Score: -23939524.000000 Penalty: 4001.503418
	Iteration 3F: 3 clusters Score -2.393952e+07 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 118817 members 
Entering Unmasked Estep 
Score: -23949044.000000 Penalty: 4001.503418
	Iteration 4F: 3 clusters Score -2.394904e+07 nChanged 15060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 120333 members 
Entering Unmasked Estep 
Score: -23959764.000000 Penalty: 4001.503418
	Iteration 5F: 3 clusters Score -2.395976e+07 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -23969938.000000 Penalty: 4001.503418
	Iteration 6F: 3 clusters Score -2.396994e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 122138 members 
Entering Unmasked Estep 
Score: -23975532.000000 Penalty: 4001.503418
	Iteration 7F: 3 clusters Score -2.397553e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 123000 members 
Entering Unmasked Estep 
Score: -23977620.000000 Penalty: 4001.503418
	Iteration 8Q: 3 clusters Score -2.397762e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 123873 members 
Entering Unmasked Estep 
Score: -23978488.000000 Penalty: 4001.503418
	Iteration 9Q: 3 clusters Score -2.397849e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 124812 members 
Entering Unmasked Estep 
Score: -23979034.000000 Penalty: 4001.503418
	Iteration 10Q: 3 clusters Score -2.397903e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -23979460.000000 Penalty: 4001.503418
	Iteration 11Q: 3 clusters Score -2.397946e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 126473 members 
Entering Unmasked Estep 
Score: -23979846.000000 Penalty: 4001.503418
	Iteration 12Q: 3 clusters Score -2.397985e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -23980380.000000 Penalty: 4001.503418
	Iteration 13Q: 3 clusters Score -2.398038e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94387 members 
Mstep: Class 2 contains 128032 members 
Entering Unmasked Estep 
Score: -23980742.000000 Penalty: 4001.503418
	Iteration 14Q: 3 clusters Score -2.398074e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -23981026.000000 Penalty: 4001.503418
	Iteration 15Q: 3 clusters Score -2.398103e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 129543 members 
Entering Unmasked Estep 
Score: -23981562.000000 Penalty: 4001.503418
	Iteration 16Q: 3 clusters Score -2.398156e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 130279 members 
Entering Unmasked Estep 
Score: -23982006.000000 Penalty: 4001.503418
	Iteration 17Q: 3 clusters Score -2.398201e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 131010 members 
Entering Unmasked Estep 
Score: -23982490.000000 Penalty: 4001.503418
	Iteration 18Q: 3 clusters Score -2.398249e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 131731 members 
Entering Unmasked Estep 
Score: -23982826.000000 Penalty: 4001.503418
	Iteration 19Q: 3 clusters Score -2.398283e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 132468 members 
Entering Unmasked Estep 
Score: -23983100.000000 Penalty: 4001.503418
	Iteration 20F: 3 clusters Score -2.39831e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 133163 members 
Entering Unmasked Estep 
Score: -23983366.000000 Penalty: 4001.503418
	Iteration 21Q: 3 clusters Score -2.398337e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 133932 members 
Entering Unmasked Estep 
Score: -23983682.000000 Penalty: 4001.503418
	Iteration 22Q: 3 clusters Score -2.398368e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 134712 members 
Entering Unmasked Estep 
Score: -23983972.000000 Penalty: 4001.503418
	Iteration 23Q: 3 clusters Score -2.398397e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 135499 members 
Entering Unmasked Estep 
Score: -23984206.000000 Penalty: 4001.503418
	Iteration 24Q: 3 clusters Score -2.398421e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 136251 members 
Entering Unmasked Estep 
Score: -23984336.000000 Penalty: 4001.503418
	Iteration 25Q: 3 clusters Score -2.398434e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 137021 members 
Entering Unmasked Estep 
Score: -23984390.000000 Penalty: 4001.503418
	Iteration 26Q: 3 clusters Score -2.398439e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 137825 members 
Entering Unmasked Estep 
Score: -23984614.000000 Penalty: 4001.503418
	Iteration 27Q: 3 clusters Score -2.398461e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 138692 members 
Entering Unmasked Estep 
Score: -23984792.000000 Penalty: 4001.503418
	Iteration 28Q: 3 clusters Score -2.398479e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 139567 members 
Entering Unmasked Estep 
Score: -23984962.000000 Penalty: 4001.503418
	Iteration 29Q: 3 clusters Score -2.398496e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 140468 members 
Entering Unmasked Estep 
Score: -23985036.000000 Penalty: 4001.503418
	Iteration 30Q: 3 clusters Score -2.398504e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 141406 members 
Entering Unmasked Estep 
Score: -23985088.000000 Penalty: 4001.503418
	Iteration 31Q: 3 clusters Score -2.398509e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 142309 members 
Entering Unmasked Estep 
Score: -23985062.000000 Penalty: 4001.503418
	Iteration 32Q: 3 clusters Score -2.398506e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 143230 members 
Entering Unmasked Estep 
Score: -23985216.000000 Penalty: 4001.503418
	Iteration 33Q: 3 clusters Score -2.398522e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -23985318.000000 Penalty: 4001.503418
	Iteration 34Q: 3 clusters Score -2.398532e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 144924 members 
Entering Unmasked Estep 
Score: -23985464.000000 Penalty: 4001.503418
	Iteration 35Q: 3 clusters Score -2.398546e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 145754 members 
Entering Unmasked Estep 
Score: -23985646.000000 Penalty: 4001.503418
	Iteration 36Q: 3 clusters Score -2.398565e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 146595 members 
Entering Unmasked Estep 
Score: -23985676.000000 Penalty: 4001.503418
	Iteration 37Q: 3 clusters Score -2.398568e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 147465 members 
Entering Unmasked Estep 
Score: -23985748.000000 Penalty: 4001.503418
	Iteration 38Q: 3 clusters Score -2.398575e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 148330 members 
Entering Unmasked Estep 
Score: -23985822.000000 Penalty: 4001.503418
	Iteration 39Q: 3 clusters Score -2.398582e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 149222 members 
Entering Unmasked Estep 
Score: -23985856.000000 Penalty: 4001.503418
	Iteration 40F: 3 clusters Score -2.398586e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 150121 members 
Entering Unmasked Estep 
Score: -23985898.000000 Penalty: 4001.503418
	Iteration 41Q: 3 clusters Score -2.39859e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 151037 members 
Entering Unmasked Estep 
Score: -23986054.000000 Penalty: 4001.503418
	Iteration 42Q: 3 clusters Score -2.398605e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -23986108.000000 Penalty: 4001.503418
	Iteration 43Q: 3 clusters Score -2.398611e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 153101 members 
Entering Unmasked Estep 
Score: -23986220.000000 Penalty: 4001.503418
	Iteration 44Q: 3 clusters Score -2.398622e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 154225 members 
Entering Unmasked Estep 
Score: -23986282.000000 Penalty: 4001.503418
	Iteration 45Q: 3 clusters Score -2.398628e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 155380 members 
Entering Unmasked Estep 
Score: -23986246.000000 Penalty: 4001.503418
	Iteration 46Q: 3 clusters Score -2.398625e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -23986450.000000 Penalty: 4001.503418
	Iteration 47Q: 3 clusters Score -2.398645e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 157841 members 
Entering Unmasked Estep 
Score: -23986492.000000 Penalty: 4001.503418
	Iteration 48Q: 3 clusters Score -2.398649e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 159059 members 
Entering Unmasked Estep 
Score: -23986564.000000 Penalty: 4001.503418
	Iteration 49Q: 3 clusters Score -2.398656e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 160185 members 
Entering Unmasked Estep 
Score: -23986726.000000 Penalty: 4001.503418
	Iteration 50Q: 3 clusters Score -2.398673e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -23986720.000000 Penalty: 4001.503418
	Iteration 51Q: 3 clusters Score -2.398672e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 162509 members 
Entering Unmasked Estep 
Score: -23986808.000000 Penalty: 4001.503418
	Iteration 52Q: 3 clusters Score -2.398681e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -23986790.000000 Penalty: 4001.503418
	Iteration 53Q: 3 clusters Score -2.398679e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 164747 members 
Entering Unmasked Estep 
Score: -23986824.000000 Penalty: 4001.503418
	Iteration 54Q: 3 clusters Score -2.398682e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 165898 members 
Entering Unmasked Estep 
Score: -23986848.000000 Penalty: 4001.503418
	Iteration 55Q: 3 clusters Score -2.398685e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 167074 members 
Entering Unmasked Estep 
Score: -23986984.000000 Penalty: 4001.503418
	Iteration 56Q: 3 clusters Score -2.398698e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 168232 members 
Entering Unmasked Estep 
Score: -23987032.000000 Penalty: 4001.503418
	Iteration 57Q: 3 clusters Score -2.398703e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 169344 members 
Entering Unmasked Estep 
Score: -23987144.000000 Penalty: 4001.503418
	Iteration 58Q: 3 clusters Score -2.398714e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -23987194.000000 Penalty: 4001.503418
	Iteration 59Q: 3 clusters Score -2.398719e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 171526 members 
Entering Unmasked Estep 
Score: -23987300.000000 Penalty: 4001.503418
	Iteration 60F: 3 clusters Score -2.39873e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 172636 members 
Entering Unmasked Estep 
Score: -23987442.000000 Penalty: 4001.503418
	Iteration 61Q: 3 clusters Score -2.398744e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 173724 members 
Entering Unmasked Estep 
Score: -23987442.000000 Penalty: 4001.503418
	Iteration 62Q: 3 clusters Score -2.398744e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 174808 members 
Entering Unmasked Estep 
Score: -23987488.000000 Penalty: 4001.503418
	Iteration 63Q: 3 clusters Score -2.398749e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -23987608.000000 Penalty: 4001.503418
	Iteration 64Q: 3 clusters Score -2.398761e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 177179 members 
Entering Unmasked Estep 
Score: -23987754.000000 Penalty: 4001.503418
	Iteration 65Q: 3 clusters Score -2.398775e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 178411 members 
Entering Unmasked Estep 
Score: -23987918.000000 Penalty: 4001.503418
	Iteration 66Q: 3 clusters Score -2.398792e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 179775 members 
Entering Unmasked Estep 
Score: -23988110.000000 Penalty: 4001.503418
	Iteration 67Q: 3 clusters Score -2.398811e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 181178 members 
Entering Unmasked Estep 
Score: -23988296.000000 Penalty: 4001.503418
	Iteration 68Q: 3 clusters Score -2.39883e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 182649 members 
Entering Unmasked Estep 
Score: -23988528.000000 Penalty: 4001.503418
	Iteration 69Q: 3 clusters Score -2.398853e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 184149 members 
Entering Unmasked Estep 
Score: -23988730.000000 Penalty: 4001.503418
	Iteration 70Q: 3 clusters Score -2.398873e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 185697 members 
Entering Unmasked Estep 
Score: -23989100.000000 Penalty: 4001.503418
	Iteration 71Q: 3 clusters Score -2.39891e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 187286 members 
Entering Unmasked Estep 
Score: -23989434.000000 Penalty: 4001.503418
	Iteration 72Q: 3 clusters Score -2.398943e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 188916 members 
Entering Unmasked Estep 
Score: -23989720.000000 Penalty: 4001.503418
	Iteration 73Q: 3 clusters Score -2.398972e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 190566 members 
Entering Unmasked Estep 
Score: -23990138.000000 Penalty: 4001.503418
	Iteration 74Q: 3 clusters Score -2.399014e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 192284 members 
Entering Unmasked Estep 
Score: -23990532.000000 Penalty: 4001.503418
	Iteration 75Q: 3 clusters Score -2.399053e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 194049 members 
Entering Unmasked Estep 
Score: -23990982.000000 Penalty: 4001.503418
	Iteration 76Q: 3 clusters Score -2.399098e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 195780 members 
Entering Unmasked Estep 
Score: -23991426.000000 Penalty: 4001.503418
	Iteration 77Q: 3 clusters Score -2.399143e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 197504 members 
Entering Unmasked Estep 
Score: -23991684.000000 Penalty: 4001.503418
	Iteration 78Q: 3 clusters Score -2.399168e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 199263 members 
Entering Unmasked Estep 
Score: -23992212.000000 Penalty: 4001.503418
	Iteration 79Q: 3 clusters Score -2.399221e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 200941 members 
Entering Unmasked Estep 
Score: -23992668.000000 Penalty: 4001.503418
	Iteration 80F: 3 clusters Score -2.399267e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 202564 members 
Entering Unmasked Estep 
Score: -23993146.000000 Penalty: 4001.503418
	Iteration 81Q: 3 clusters Score -2.399315e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 204145 members 
Entering Unmasked Estep 
Score: -23993720.000000 Penalty: 4001.503418
	Iteration 82Q: 3 clusters Score -2.399372e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 205687 members 
Entering Unmasked Estep 
Score: -23994296.000000 Penalty: 4001.503418
	Iteration 83Q: 3 clusters Score -2.39943e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 207142 members 
Entering Unmasked Estep 
Score: -23994832.000000 Penalty: 4001.503418
	Iteration 84Q: 3 clusters Score -2.399483e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 208524 members 
Entering Unmasked Estep 
Score: -23995362.000000 Penalty: 4001.503418
	Iteration 85Q: 3 clusters Score -2.399536e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 209805 members 
Entering Unmasked Estep 
Score: -23995902.000000 Penalty: 4001.503418
	Iteration 86Q: 3 clusters Score -2.39959e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 211000 members 
Entering Unmasked Estep 
Score: -23996304.000000 Penalty: 4001.503418
	Iteration 87Q: 3 clusters Score -2.39963e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 212096 members 
Entering Unmasked Estep 
Score: -23996832.000000 Penalty: 4001.503418
	Iteration 88Q: 3 clusters Score -2.399683e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 213109 members 
Entering Unmasked Estep 
Score: -23997228.000000 Penalty: 4001.503418
	Iteration 89Q: 3 clusters Score -2.399723e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 214033 members 
Entering Unmasked Estep 
Score: -23997512.000000 Penalty: 4001.503418
	Iteration 90Q: 3 clusters Score -2.399751e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 214832 members 
Entering Unmasked Estep 
Score: -23997842.000000 Penalty: 4001.503418
	Iteration 91Q: 3 clusters Score -2.399784e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 215511 members 
Entering Unmasked Estep 
Score: -23998118.000000 Penalty: 4001.503418
	Iteration 92Q: 3 clusters Score -2.399812e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 216110 members 
Entering Unmasked Estep 
Score: -23998404.000000 Penalty: 4001.503418
	Iteration 93Q: 3 clusters Score -2.39984e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 216603 members 
Entering Unmasked Estep 
Score: -23998594.000000 Penalty: 4001.503418
	Iteration 94Q: 3 clusters Score -2.399859e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 217048 members 
Entering Unmasked Estep 
Score: -23998826.000000 Penalty: 4001.503418
	Iteration 95Q: 3 clusters Score -2.399883e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 217434 members 
Entering Unmasked Estep 
Score: -23998958.000000 Penalty: 4001.503418
	Iteration 96Q: 3 clusters Score -2.399896e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 217795 members 
Entering Unmasked Estep 
Score: -23999110.000000 Penalty: 4001.503418
	Iteration 97Q: 3 clusters Score -2.399911e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 218106 members 
Entering Unmasked Estep 
Score: -23999234.000000 Penalty: 4001.503418
	Iteration 98Q: 3 clusters Score -2.399923e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 218384 members 
Entering Unmasked Estep 
Score: -23999308.000000 Penalty: 4001.503418
	Iteration 99Q: 3 clusters Score -2.399931e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 218624 members 
Entering Unmasked Estep 
Score: -23999394.000000 Penalty: 4001.503418
	Iteration 100F: 3 clusters Score -2.399939e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 218829 members 
Entering Unmasked Estep 
Score: -23999434.000000 Penalty: 4001.503418
	Iteration 101Q: 3 clusters Score -2.399943e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 218998 members 
Entering Unmasked Estep 
Score: -23999474.000000 Penalty: 4001.503418
	Iteration 102Q: 3 clusters Score -2.399947e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 219161 members 
Entering Unmasked Estep 
Score: -23999564.000000 Penalty: 4001.503418
	Iteration 103Q: 3 clusters Score -2.399956e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 219303 members 
Entering Unmasked Estep 
Score: -23999702.000000 Penalty: 4001.503418
	Iteration 104Q: 3 clusters Score -2.39997e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 219421 members 
Entering Unmasked Estep 
Score: -23999764.000000 Penalty: 4001.503418
	Iteration 105Q: 3 clusters Score -2.399976e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 219533 members 
Entering Unmasked Estep 
Score: -23999812.000000 Penalty: 4001.503418
	Iteration 106Q: 3 clusters Score -2.399981e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 219643 members 
Entering Unmasked Estep 
Score: -23999820.000000 Penalty: 4001.503418
	Iteration 107Q: 3 clusters Score -2.399982e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 219737 members 
Entering Unmasked Estep 
Score: -23999868.000000 Penalty: 4001.503418
	Iteration 108Q: 3 clusters Score -2.399987e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 219800 members 
Entering Unmasked Estep 
Score: -23999922.000000 Penalty: 4001.503418
	Iteration 109Q: 3 clusters Score -2.399992e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 219866 members 
Entering Unmasked Estep 
Score: -23999954.000000 Penalty: 4001.503418
	Iteration 110Q: 3 clusters Score -2.399995e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 219916 members 
Entering Unmasked Estep 
Score: -23999974.000000 Penalty: 4001.503418
	Iteration 111Q: 3 clusters Score -2.399997e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 219969 members 
Entering Unmasked Estep 
Score: -23999976.000000 Penalty: 4001.503418
	Iteration 112Q: 3 clusters Score -2.399998e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 220011 members 
Entering Unmasked Estep 
Score: -23999972.000000 Penalty: 4001.503418
	Iteration 113Q: 3 clusters Score -2.399997e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 220042 members 
Entering Unmasked Estep 
Score: -23999988.000000 Penalty: 4001.503418
	Iteration 114Q: 3 clusters Score -2.399999e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 220078 members 
Entering Unmasked Estep 
Score: -24000042.000000 Penalty: 4001.503418
	Iteration 115Q: 3 clusters Score -2.400004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 220125 members 
Entering Unmasked Estep 
Score: -24000060.000000 Penalty: 4001.503418
	Iteration 116Q: 3 clusters Score -2.400006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 220154 members 
Entering Unmasked Estep 
Score: -24000076.000000 Penalty: 4001.503418
	Iteration 117Q: 3 clusters Score -2.400008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 220182 members 
Entering Unmasked Estep 
Score: -24000096.000000 Penalty: 4001.503418
	Iteration 118Q: 3 clusters Score -2.40001e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 220203 members 
Entering Unmasked Estep 
Score: -24000108.000000 Penalty: 4001.503418
	Iteration 119Q: 3 clusters Score -2.400011e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 220220 members 
Entering Unmasked Estep 
Score: -24000102.000000 Penalty: 4001.503418
	Iteration 120F: 3 clusters Score -2.40001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 220242 members 
Entering Unmasked Estep 
Score: -24000088.000000 Penalty: 4001.503418
	Iteration 121Q: 3 clusters Score -2.400009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 220256 members 
Entering Unmasked Estep 
Score: -24000094.000000 Penalty: 4001.503418
	Iteration 122Q: 3 clusters Score -2.400009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 220267 members 
Entering Unmasked Estep 
Score: -24000106.000000 Penalty: 4001.503418
	Iteration 123Q: 3 clusters Score -2.400011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 220278 members 
Entering Unmasked Estep 
Score: -24000114.000000 Penalty: 4001.503418
	Iteration 124Q: 3 clusters Score -2.400011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 220284 members 
Entering Unmasked Estep 
Score: -24000130.000000 Penalty: 4001.503418
	Iteration 125Q: 3 clusters Score -2.400013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 220290 members 
Entering Unmasked Estep 
Score: -24000108.000000 Penalty: 4001.503418
	Iteration 126Q: 3 clusters Score -2.400011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 220298 members 
Entering Unmasked Estep 
Score: -24000112.000000 Penalty: 4001.503418
	Iteration 127Q: 3 clusters Score -2.400011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 220304 members 
Entering Unmasked Estep 
Score: -24000122.000000 Penalty: 4001.503418
	Iteration 128Q: 3 clusters Score -2.400012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 220311 members 
Entering Unmasked Estep 
Score: -24000102.000000 Penalty: 4001.503418
	Iteration 129Q: 3 clusters Score -2.40001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 220313 members 
Entering Unmasked Estep 
Score: -24000112.000000 Penalty: 4001.503418
	Iteration 130Q: 3 clusters Score -2.400011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 220319 members 
Entering Unmasked Estep 
Score: -24000104.000000 Penalty: 4001.503418
	Iteration 131Q: 3 clusters Score -2.40001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 220322 members 
Entering Unmasked Estep 
Score: -24000132.000000 Penalty: 4001.503418
	Iteration 132Q: 3 clusters Score -2.400013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 220328 members 
Entering Unmasked Estep 
Score: -24000128.000000 Penalty: 4001.503418
	Iteration 133Q: 3 clusters Score -2.400013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 220332 members 
Entering Unmasked Estep 
Score: -24000128.000000 Penalty: 4001.503418
	Iteration 134Q: 3 clusters Score -2.400013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 220336 members 
Entering Unmasked Estep 
Score: -24000136.000000 Penalty: 4001.503418
	Iteration 135Q: 3 clusters Score -2.400014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 220338 members 
Entering Unmasked Estep 
Score: -24000128.000000 Penalty: 4001.503418
	Iteration 136Q: 3 clusters Score -2.400013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 220342 members 
Entering Unmasked Estep 
Score: -24000122.000000 Penalty: 4001.503418
	Iteration 137Q: 3 clusters Score -2.400012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 220344 members 
Entering Unmasked Estep 
Score: -24000114.000000 Penalty: 4001.503418
	Iteration 138Q: 3 clusters Score -2.400011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 220346 members 
Entering Unmasked Estep 
Score: -24000116.000000 Penalty: 4001.503418
	Iteration 139Q: 3 clusters Score -2.400012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 220347 members 
Entering Unmasked Estep 
Score: -24000124.000000 Penalty: 4001.503418
	Iteration 140F: 3 clusters Score -2.400012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 220346 members 
Entering Unmasked Estep 
Score: -24000130.000000 Penalty: 4001.503418
	Iteration 141Q: 3 clusters Score -2.400013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 220346 members 
Entering Unmasked Estep 
Score: -24000130.000000 Penalty: 4001.503418
	Iteration 142F: 3 clusters Score -2.400013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Entering Unmasked Estep 
Score: -5919250.500000 Penalty: 1777.151489
	Iteration 0F: 2 clusters Score -5919250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -5881642.000000 Penalty: 3554.302979
	Iteration 0F: 3 clusters Score -5881642 nChanged 26519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -5896852.500000 Penalty: 3554.302979
	Iteration 1F: 3 clusters Score -5896852 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -5897300.500000 Penalty: 3554.302979
	Iteration 2Q: 3 clusters Score -5897300 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -5897847.500000 Penalty: 3554.302979
	Iteration 3Q: 3 clusters Score -5897848 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -5898487.500000 Penalty: 3554.302979
	Iteration 4Q: 3 clusters Score -5898488 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -5899386.000000 Penalty: 3554.302979
	Iteration 5Q: 3 clusters Score -5899386 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -5900469.500000 Penalty: 3554.302979
	Iteration 6Q: 3 clusters Score -5900470 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5902095.500000 Penalty: 3554.302979
	Iteration 7F: 3 clusters Score -5902096 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5904378.500000 Penalty: 3554.302979
	Iteration 8F: 3 clusters Score -5904378 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -5907233.500000 Penalty: 3554.302979
	Iteration 9F: 3 clusters Score -5907234 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5910184.500000 Penalty: 3554.302979
	Iteration 10F: 3 clusters Score -5910184 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -5912470.000000 Penalty: 3554.302979
	Iteration 11Q: 3 clusters Score -5912470 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -5913899.000000 Penalty: 3554.302979
	Iteration 12Q: 3 clusters Score -5913899 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5914833.500000 Penalty: 3554.302979
	Iteration 13Q: 3 clusters Score -5914834 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -5915484.500000 Penalty: 3554.302979
	Iteration 14Q: 3 clusters Score -5915484 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5915997.000000 Penalty: 3554.302979
	Iteration 15Q: 3 clusters Score -5915997 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5916450.000000 Penalty: 3554.302979
	Iteration 16Q: 3 clusters Score -5916450 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5916796.000000 Penalty: 3554.302979
	Iteration 17Q: 3 clusters Score -5916796 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5917052.500000 Penalty: 3554.302979
	Iteration 18Q: 3 clusters Score -5917052 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5917242.000000 Penalty: 3554.302979
	Iteration 19Q: 3 clusters Score -5917242 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5917415.000000 Penalty: 3554.302979
	Iteration 20F: 3 clusters Score -5917415 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5917559.500000 Penalty: 3554.302979
	Iteration 21Q: 3 clusters Score -5917560 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5917676.500000 Penalty: 3554.302979
	Iteration 22Q: 3 clusters Score -5917676 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5917754.500000 Penalty: 3554.302979
	Iteration 23Q: 3 clusters Score -5917754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5917821.000000 Penalty: 3554.302979
	Iteration 24Q: 3 clusters Score -5917821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5917870.500000 Penalty: 3554.302979
	Iteration 25Q: 3 clusters Score -5917870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5917908.500000 Penalty: 3554.302979
	Iteration 26Q: 3 clusters Score -5917908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5917949.000000 Penalty: 3554.302979
	Iteration 27Q: 3 clusters Score -5917949 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5917991.500000 Penalty: 3554.302979
	Iteration 28Q: 3 clusters Score -5917992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5918023.500000 Penalty: 3554.302979
	Iteration 29Q: 3 clusters Score -5918024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5918050.000000 Penalty: 3554.302979
	Iteration 30Q: 3 clusters Score -5918050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5918082.500000 Penalty: 3554.302979
	Iteration 31Q: 3 clusters Score -5918082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5918101.000000 Penalty: 3554.302979
	Iteration 32Q: 3 clusters Score -5918101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5918115.500000 Penalty: 3554.302979
	Iteration 33Q: 3 clusters Score -5918116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5918117.000000 Penalty: 3554.302979
	Iteration 34Q: 3 clusters Score -5918117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5918126.000000 Penalty: 3554.302979
	Iteration 35Q: 3 clusters Score -5918126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5918121.500000 Penalty: 3554.302979
	Iteration 36Q: 3 clusters Score -5918122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5918139.000000 Penalty: 3554.302979
	Iteration 37Q: 3 clusters Score -5918139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5918151.000000 Penalty: 3554.302979
	Iteration 38Q: 3 clusters Score -5918151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5918164.500000 Penalty: 3554.302979
	Iteration 39Q: 3 clusters Score -5918164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5918164.000000 Penalty: 3554.302979
	Iteration 40F: 3 clusters Score -5918164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5918165.500000 Penalty: 3554.302979
	Iteration 41Q: 3 clusters Score -5918166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5918172.000000 Penalty: 3554.302979
	Iteration 42Q: 3 clusters Score -5918172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5918163.500000 Penalty: 3554.302979
	Iteration 43Q: 3 clusters Score -5918164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5918173.000000 Penalty: 3554.302979
	Iteration 44Q: 3 clusters Score -5918173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5918182.000000 Penalty: 3554.302979
	Iteration 45Q: 3 clusters Score -5918182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5918184.000000 Penalty: 3554.302979
	Iteration 46Q: 3 clusters Score -5918184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5918188.500000 Penalty: 3554.302979
	Iteration 47Q: 3 clusters Score -5918188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5918184.500000 Penalty: 3554.302979
	Iteration 48Q: 3 clusters Score -5918184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5918194.500000 Penalty: 3554.302979
	Iteration 49Q: 3 clusters Score -5918194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5918195.000000 Penalty: 3554.302979
	Iteration 50Q: 3 clusters Score -5918195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5918195.000000 Penalty: 3554.302979
	Iteration 51F: 3 clusters Score -5918195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -272802.125000 Penalty: 1276.147583
	Iteration 0F: 2 clusters Score -272802.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -270362.406250 Penalty: 2552.295166
	Iteration 0F: 3 clusters Score -270362.4 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -270946.687500 Penalty: 2552.295166
	Iteration 1F: 3 clusters Score -270946.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -271170.718750 Penalty: 2552.295166
	Iteration 2F: 3 clusters Score -271170.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -271339.718750 Penalty: 2552.295166
	Iteration 3F: 3 clusters Score -271339.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -271468.000000 Penalty: 2552.295166
	Iteration 4F: 3 clusters Score -271468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -271571.125000 Penalty: 2552.295166
	Iteration 5Q: 3 clusters Score -271571.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -271649.375000 Penalty: 2552.295166
	Iteration 6Q: 3 clusters Score -271649.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -271716.187500 Penalty: 2552.295166
	Iteration 7Q: 3 clusters Score -271716.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -271776.031250 Penalty: 2552.295166
	Iteration 8Q: 3 clusters Score -271776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -271823.812500 Penalty: 2552.295166
	Iteration 9Q: 3 clusters Score -271823.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -271856.062500 Penalty: 2552.295166
	Iteration 10Q: 3 clusters Score -271856.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -271888.562500 Penalty: 2552.295166
	Iteration 11Q: 3 clusters Score -271888.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -271914.312500 Penalty: 2552.295166
	Iteration 12Q: 3 clusters Score -271914.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -271940.875000 Penalty: 2552.295166
	Iteration 13Q: 3 clusters Score -271940.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -271999.437500 Penalty: 2552.295166
	Iteration 14Q: 3 clusters Score -271999.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -272031.343750 Penalty: 2552.295166
	Iteration 15Q: 3 clusters Score -272031.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -272054.562500 Penalty: 2552.295166
	Iteration 16Q: 3 clusters Score -272054.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -272073.656250 Penalty: 2552.295166
	Iteration 17Q: 3 clusters Score -272073.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -272082.093750 Penalty: 2552.295166
	Iteration 18Q: 3 clusters Score -272082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -272087.156250 Penalty: 2552.295166
	Iteration 19Q: 3 clusters Score -272087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -272093.750000 Penalty: 2552.295166
	Iteration 20F: 3 clusters Score -272093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -272099.625000 Penalty: 2552.295166
	Iteration 21Q: 3 clusters Score -272099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -272108.375000 Penalty: 2552.295166
	Iteration 22Q: 3 clusters Score -272108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -272112.718750 Penalty: 2552.295166
	Iteration 23Q: 3 clusters Score -272112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -272116.562500 Penalty: 2552.295166
	Iteration 24Q: 3 clusters Score -272116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -272117.062500 Penalty: 2552.295166
	Iteration 25Q: 3 clusters Score -272117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -272117.375000 Penalty: 2552.295166
	Iteration 26Q: 3 clusters Score -272117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -272117.375000 Penalty: 2552.295166
	Iteration 27F: 3 clusters Score -272117.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -466283.781250 Penalty: 1362.678955
	Iteration 0F: 2 clusters Score -466283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -462661.406250 Penalty: 2725.357910
	Iteration 0F: 3 clusters Score -462661.4 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -463590.000000 Penalty: 2725.357910
	Iteration 1F: 3 clusters Score -463590 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -463752.125000 Penalty: 2725.357910
	Iteration 2F: 3 clusters Score -463752.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -463865.125000 Penalty: 2725.357910
	Iteration 3F: 3 clusters Score -463865.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -463951.156250 Penalty: 2725.357910
	Iteration 4Q: 3 clusters Score -463951.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -464017.281250 Penalty: 2725.357910
	Iteration 5Q: 3 clusters Score -464017.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -464068.281250 Penalty: 2725.357910
	Iteration 6Q: 3 clusters Score -464068.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -464125.625000 Penalty: 2725.357910
	Iteration 7Q: 3 clusters Score -464125.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -464186.968750 Penalty: 2725.357910
	Iteration 8Q: 3 clusters Score -464187 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -464253.062500 Penalty: 2725.357910
	Iteration 9Q: 3 clusters Score -464253.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -464319.125000 Penalty: 2725.357910
	Iteration 10Q: 3 clusters Score -464319.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -464377.281250 Penalty: 2725.357910
	Iteration 11Q: 3 clusters Score -464377.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -464435.156250 Penalty: 2725.357910
	Iteration 12Q: 3 clusters Score -464435.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -464503.750000 Penalty: 2725.357910
	Iteration 13Q: 3 clusters Score -464503.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -464580.406250 Penalty: 2725.357910
	Iteration 14Q: 3 clusters Score -464580.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -464666.312500 Penalty: 2725.357910
	Iteration 15Q: 3 clusters Score -464666.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -464769.656250 Penalty: 2725.357910
	Iteration 16Q: 3 clusters Score -464769.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -464870.562500 Penalty: 2725.357910
	Iteration 17Q: 3 clusters Score -464870.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -464948.000000 Penalty: 2725.357910
	Iteration 18Q: 3 clusters Score -464948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -465026.218750 Penalty: 2725.357910
	Iteration 19Q: 3 clusters Score -465026.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -465071.250000 Penalty: 2725.357910
	Iteration 20F: 3 clusters Score -465071.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -465113.031250 Penalty: 2725.357910
	Iteration 21Q: 3 clusters Score -465113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -465135.968750 Penalty: 2725.357910
	Iteration 22Q: 3 clusters Score -465136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -465157.375000 Penalty: 2725.357910
	Iteration 23Q: 3 clusters Score -465157.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -465166.468750 Penalty: 2725.357910
	Iteration 24Q: 3 clusters Score -465166.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -465176.375000 Penalty: 2725.357910
	Iteration 25Q: 3 clusters Score -465176.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -465189.906250 Penalty: 2725.357910
	Iteration 26Q: 3 clusters Score -465189.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -465197.656250 Penalty: 2725.357910
	Iteration 27Q: 3 clusters Score -465197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -465205.250000 Penalty: 2725.357910
	Iteration 28Q: 3 clusters Score -465205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -465208.968750 Penalty: 2725.357910
	Iteration 29Q: 3 clusters Score -465209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -465213.281250 Penalty: 2725.357910
	Iteration 30Q: 3 clusters Score -465213.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -465215.843750 Penalty: 2725.357910
	Iteration 31Q: 3 clusters Score -465215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -465217.843750 Penalty: 2725.357910
	Iteration 32Q: 3 clusters Score -465217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -465219.687500 Penalty: 2725.357910
	Iteration 33Q: 3 clusters Score -465219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -465220.031250 Penalty: 2725.357910
	Iteration 34Q: 3 clusters Score -465220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -465220.750000 Penalty: 2725.357910
	Iteration 35Q: 3 clusters Score -465220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -465222.468750 Penalty: 2725.357910
	Iteration 36Q: 3 clusters Score -465222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -465222.468750 Penalty: 2725.357910
	Iteration 37F: 3 clusters Score -465222.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Entering Unmasked Estep 
Score: -6833250.000000 Penalty: 1794.277100
	Iteration 0F: 2 clusters Score -6833250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -6791551.000000 Penalty: 3588.554199
	Iteration 0F: 3 clusters Score -6791551 nChanged 29495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -6808771.500000 Penalty: 3588.554199
	Iteration 1F: 3 clusters Score -6808772 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -6810364.500000 Penalty: 3588.554199
	Iteration 2F: 3 clusters Score -6810364 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -6813184.500000 Penalty: 3588.554199
	Iteration 3F: 3 clusters Score -6813184 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -6817256.000000 Penalty: 3588.554199
	Iteration 4F: 3 clusters Score -6817256 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -6822282.500000 Penalty: 3588.554199
	Iteration 5F: 3 clusters Score -6822282 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -6826565.500000 Penalty: 3588.554199
	Iteration 6F: 3 clusters Score -6826566 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -6828940.500000 Penalty: 3588.554199
	Iteration 7Q: 3 clusters Score -6828940 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -6829876.000000 Penalty: 3588.554199
	Iteration 8Q: 3 clusters Score -6829876 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -6830283.000000 Penalty: 3588.554199
	Iteration 9Q: 3 clusters Score -6830283 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -6830579.500000 Penalty: 3588.554199
	Iteration 10Q: 3 clusters Score -6830580 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -6830765.000000 Penalty: 3588.554199
	Iteration 11Q: 3 clusters Score -6830765 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -6830929.000000 Penalty: 3588.554199
	Iteration 12Q: 3 clusters Score -6830929 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -6831053.500000 Penalty: 3588.554199
	Iteration 13Q: 3 clusters Score -6831054 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -6831175.500000 Penalty: 3588.554199
	Iteration 14Q: 3 clusters Score -6831176 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -6831237.500000 Penalty: 3588.554199
	Iteration 15Q: 3 clusters Score -6831238 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -6831313.500000 Penalty: 3588.554199
	Iteration 16Q: 3 clusters Score -6831314 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -6831393.500000 Penalty: 3588.554199
	Iteration 17Q: 3 clusters Score -6831394 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -6831468.500000 Penalty: 3588.554199
	Iteration 18Q: 3 clusters Score -6831468 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -6831540.000000 Penalty: 3588.554199
	Iteration 19Q: 3 clusters Score -6831540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -6831620.000000 Penalty: 3588.554199
	Iteration 20F: 3 clusters Score -6831620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -6831680.500000 Penalty: 3588.554199
	Iteration 21Q: 3 clusters Score -6831680 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -6831696.500000 Penalty: 3588.554199
	Iteration 22Q: 3 clusters Score -6831696 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -6831745.500000 Penalty: 3588.554199
	Iteration 23Q: 3 clusters Score -6831746 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -6831790.000000 Penalty: 3588.554199
	Iteration 24Q: 3 clusters Score -6831790 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -6831793.500000 Penalty: 3588.554199
	Iteration 25Q: 3 clusters Score -6831794 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -6831854.500000 Penalty: 3588.554199
	Iteration 26Q: 3 clusters Score -6831854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -6831870.500000 Penalty: 3588.554199
	Iteration 27Q: 3 clusters Score -6831870 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -6831878.500000 Penalty: 3588.554199
	Iteration 28Q: 3 clusters Score -6831878 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -6831921.500000 Penalty: 3588.554199
	Iteration 29Q: 3 clusters Score -6831922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -6831932.000000 Penalty: 3588.554199
	Iteration 30Q: 3 clusters Score -6831932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -6831942.500000 Penalty: 3588.554199
	Iteration 31Q: 3 clusters Score -6831942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -6831932.500000 Penalty: 3588.554199
	Iteration 32Q: 3 clusters Score -6831932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -6831941.500000 Penalty: 3588.554199
	Iteration 33Q: 3 clusters Score -6831942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -6831951.500000 Penalty: 3588.554199
	Iteration 34Q: 3 clusters Score -6831952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -6831956.000000 Penalty: 3588.554199
	Iteration 35Q: 3 clusters Score -6831956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -6831981.500000 Penalty: 3588.554199
	Iteration 36Q: 3 clusters Score -6831982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -6832005.500000 Penalty: 3588.554199
	Iteration 37Q: 3 clusters Score -6832006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -6832017.000000 Penalty: 3588.554199
	Iteration 38Q: 3 clusters Score -6832017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -6832015.500000 Penalty: 3588.554199
	Iteration 39Q: 3 clusters Score -6832016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -6832007.500000 Penalty: 3588.554199
	Iteration 40F: 3 clusters Score -6832008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -6832009.500000 Penalty: 3588.554199
	Iteration 41Q: 3 clusters Score -6832010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -6832009.000000 Penalty: 3588.554199
	Iteration 42Q: 3 clusters Score -6832009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -6832007.500000 Penalty: 3588.554199
	Iteration 43Q: 3 clusters Score -6832008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -6832014.500000 Penalty: 3588.554199
	Iteration 44Q: 3 clusters Score -6832014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -6832030.000000 Penalty: 3588.554199
	Iteration 45Q: 3 clusters Score -6832030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -6832021.000000 Penalty: 3588.554199
	Iteration 46Q: 3 clusters Score -6832021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -6832015.000000 Penalty: 3588.554199
	Iteration 47Q: 3 clusters Score -6832015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -6832028.500000 Penalty: 3588.554199
	Iteration 48Q: 3 clusters Score -6832028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -6832034.000000 Penalty: 3588.554199
	Iteration 49Q: 3 clusters Score -6832034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -6832038.500000 Penalty: 3588.554199
	Iteration 50Q: 3 clusters Score -6832038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -6832052.500000 Penalty: 3588.554199
	Iteration 51Q: 3 clusters Score -6832052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -6832048.500000 Penalty: 3588.554199
	Iteration 52Q: 3 clusters Score -6832048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -6832058.500000 Penalty: 3588.554199
	Iteration 53Q: 3 clusters Score -6832058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -6832069.000000 Penalty: 3588.554199
	Iteration 54Q: 3 clusters Score -6832069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -6832067.000000 Penalty: 3588.554199
	Iteration 55Q: 3 clusters Score -6832067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -6832056.500000 Penalty: 3588.554199
	Iteration 56Q: 3 clusters Score -6832056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -6832074.000000 Penalty: 3588.554199
	Iteration 57Q: 3 clusters Score -6832074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -6832082.000000 Penalty: 3588.554199
	Iteration 58Q: 3 clusters Score -6832082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -6832085.500000 Penalty: 3588.554199
	Iteration 59Q: 3 clusters Score -6832086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -6832091.000000 Penalty: 3588.554199
	Iteration 60F: 3 clusters Score -6832091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -6832091.500000 Penalty: 3588.554199
	Iteration 61Q: 3 clusters Score -6832092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -6832098.000000 Penalty: 3588.554199
	Iteration 62Q: 3 clusters Score -6832098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -6832100.000000 Penalty: 3588.554199
	Iteration 63Q: 3 clusters Score -6832100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -6832100.500000 Penalty: 3588.554199
	Iteration 64Q: 3 clusters Score -6832100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -6832097.500000 Penalty: 3588.554199
	Iteration 65Q: 3 clusters Score -6832098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -6832093.500000 Penalty: 3588.554199
	Iteration 66Q: 3 clusters Score -6832094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -6832099.500000 Penalty: 3588.554199
	Iteration 67Q: 3 clusters Score -6832100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -6832089.000000 Penalty: 3588.554199
	Iteration 68Q: 3 clusters Score -6832089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -6832093.500000 Penalty: 3588.554199
	Iteration 69Q: 3 clusters Score -6832094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -6832095.000000 Penalty: 3588.554199
	Iteration 70Q: 3 clusters Score -6832095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -6832087.500000 Penalty: 3588.554199
	Iteration 71Q: 3 clusters Score -6832088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -6832087.000000 Penalty: 3588.554199
	Iteration 72Q: 3 clusters Score -6832087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -6832082.000000 Penalty: 3588.554199
	Iteration 73Q: 3 clusters Score -6832082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -6832087.500000 Penalty: 3588.554199
	Iteration 74Q: 3 clusters Score -6832088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -6832081.000000 Penalty: 3588.554199
	Iteration 75Q: 3 clusters Score -6832081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -6832089.500000 Penalty: 3588.554199
	Iteration 76Q: 3 clusters Score -6832090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -6832089.000000 Penalty: 3588.554199
	Iteration 77Q: 3 clusters Score -6832089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -6832095.500000 Penalty: 3588.554199
	Iteration 78Q: 3 clusters Score -6832096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -6832092.500000 Penalty: 3588.554199
	Iteration 79Q: 3 clusters Score -6832092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -6832095.500000 Penalty: 3588.554199
	Iteration 80F: 3 clusters Score -6832096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -6832093.500000 Penalty: 3588.554199
	Iteration 81Q: 3 clusters Score -6832094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -6832091.000000 Penalty: 3588.554199
	Iteration 82Q: 3 clusters Score -6832091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -6832094.500000 Penalty: 3588.554199
	Iteration 83Q: 3 clusters Score -6832094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -6832096.000000 Penalty: 3588.554199
	Iteration 84Q: 3 clusters Score -6832096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -6832095.000000 Penalty: 3588.554199
	Iteration 85Q: 3 clusters Score -6832095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -6832095.000000 Penalty: 3588.554199
	Iteration 86F: 3 clusters Score -6832095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -61354.046875 Penalty: 1054.001099
	Iteration 0F: 2 clusters Score -61354.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60208.460938 Penalty: 2108.002197
	Iteration 0F: 3 clusters Score -60208.46 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60526.281250 Penalty: 2108.002197
	Iteration 1F: 3 clusters Score -60526.28 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60648.406250 Penalty: 2108.002197
	Iteration 2F: 3 clusters Score -60648.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60770.589844 Penalty: 2108.002197
	Iteration 3F: 3 clusters Score -60770.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60927.296875 Penalty: 2108.002197
	Iteration 4F: 3 clusters Score -60927.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61101.027344 Penalty: 2108.002197
	Iteration 5F: 3 clusters Score -61101.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61232.773438 Penalty: 2108.002197
	Iteration 6Q: 3 clusters Score -61232.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61306.523438 Penalty: 2108.002197
	Iteration 7Q: 3 clusters Score -61306.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61356.875000 Penalty: 2108.002197
	Iteration 8Q: 3 clusters Score -61356.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61417.855469 Penalty: 2108.002197
	Iteration 9Q: 3 clusters Score -61417.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61444.261719 Penalty: 2108.002197
	Iteration 10Q: 3 clusters Score -61444.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61460.781250 Penalty: 2108.002197
	Iteration 11Q: 3 clusters Score -61460.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61466.421875 Penalty: 2108.002197
	Iteration 12Q: 3 clusters Score -61466.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61466.421875 Penalty: 2108.002197
	Iteration 13F: 3 clusters Score -61466.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 50725 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222419 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62424 members 
Mstep: Class 9 contains 347 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271056 members 
Mstep: Class 14 contains 42471 members 
Mstep: Class 16 contains 86036 members 
Mstep: Class 19 contains 41023 members 
Entering Unmasked Estep 
Score: -93832944.000000 Penalty: 35598.257812
Splitting cluster 9 changes total score from -93834056.000000 to -93832944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -79104.304688 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -79104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77797.703125 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -77797.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77980.617188 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -77980.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78048.484375 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -78048.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78087.914062 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -78087.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78112.867188 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -78112.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78124.468750 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -78124.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78133.085938 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -78133.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78144.859375 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -78144.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78152.851562 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -78152.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78157.046875 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -78157.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78163.687500 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -78163.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78172.507812 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -78172.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78176.937500 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -78176.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78178.937500 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -78178.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78179.406250 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -78179.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78179.890625 Penalty: 2159.231689
	Iteration 15Q: 3 clusters Score -78179.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78179.890625 Penalty: 2159.231689
	Iteration 16F: 3 clusters Score -78179.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Entering Unmasked Estep 
Score: -412938.781250 Penalty: 1349.600952
	Iteration 0F: 2 clusters Score -412938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -409598.062500 Penalty: 2699.201904
	Iteration 0F: 3 clusters Score -409598.1 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -410596.968750 Penalty: 2699.201904
	Iteration 1F: 3 clusters Score -410597 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -410897.968750 Penalty: 2699.201904
	Iteration 2F: 3 clusters Score -410898 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -411143.406250 Penalty: 2699.201904
	Iteration 3F: 3 clusters Score -411143.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -411353.250000 Penalty: 2699.201904
	Iteration 4F: 3 clusters Score -411353.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -411527.406250 Penalty: 2699.201904
	Iteration 5F: 3 clusters Score -411527.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -411668.187500 Penalty: 2699.201904
	Iteration 6F: 3 clusters Score -411668.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -411793.937500 Penalty: 2699.201904
	Iteration 7Q: 3 clusters Score -411793.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -411904.093750 Penalty: 2699.201904
	Iteration 8Q: 3 clusters Score -411904.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -411993.437500 Penalty: 2699.201904
	Iteration 9Q: 3 clusters Score -411993.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -412056.750000 Penalty: 2699.201904
	Iteration 10Q: 3 clusters Score -412056.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -412112.375000 Penalty: 2699.201904
	Iteration 11Q: 3 clusters Score -412112.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -412160.406250 Penalty: 2699.201904
	Iteration 12Q: 3 clusters Score -412160.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -412192.750000 Penalty: 2699.201904
	Iteration 13Q: 3 clusters Score -412192.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -412219.781250 Penalty: 2699.201904
	Iteration 14Q: 3 clusters Score -412219.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -412238.406250 Penalty: 2699.201904
	Iteration 15Q: 3 clusters Score -412238.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -412248.781250 Penalty: 2699.201904
	Iteration 16Q: 3 clusters Score -412248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -412259.625000 Penalty: 2699.201904
	Iteration 17Q: 3 clusters Score -412259.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -412268.937500 Penalty: 2699.201904
	Iteration 18Q: 3 clusters Score -412268.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -412279.343750 Penalty: 2699.201904
	Iteration 19Q: 3 clusters Score -412279.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -412286.906250 Penalty: 2699.201904
	Iteration 20F: 3 clusters Score -412286.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -412297.187500 Penalty: 2699.201904
	Iteration 21Q: 3 clusters Score -412297.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -412310.343750 Penalty: 2699.201904
	Iteration 22Q: 3 clusters Score -412310.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -412319.281250 Penalty: 2699.201904
	Iteration 23Q: 3 clusters Score -412319.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -412327.062500 Penalty: 2699.201904
	Iteration 24Q: 3 clusters Score -412327.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -412331.906250 Penalty: 2699.201904
	Iteration 25Q: 3 clusters Score -412331.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -412337.468750 Penalty: 2699.201904
	Iteration 26Q: 3 clusters Score -412337.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -412346.375000 Penalty: 2699.201904
	Iteration 27Q: 3 clusters Score -412346.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -412353.312500 Penalty: 2699.201904
	Iteration 28Q: 3 clusters Score -412353.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -412358.375000 Penalty: 2699.201904
	Iteration 29Q: 3 clusters Score -412358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -412360.968750 Penalty: 2699.201904
	Iteration 30Q: 3 clusters Score -412361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -412366.750000 Penalty: 2699.201904
	Iteration 31Q: 3 clusters Score -412366.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -412370.125000 Penalty: 2699.201904
	Iteration 32Q: 3 clusters Score -412370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -412372.031250 Penalty: 2699.201904
	Iteration 33Q: 3 clusters Score -412372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -412373.875000 Penalty: 2699.201904
	Iteration 34Q: 3 clusters Score -412373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -412375.750000 Penalty: 2699.201904
	Iteration 35Q: 3 clusters Score -412375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -412379.031250 Penalty: 2699.201904
	Iteration 36Q: 3 clusters Score -412379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -412382.906250 Penalty: 2699.201904
	Iteration 37Q: 3 clusters Score -412382.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -412389.656250 Penalty: 2699.201904
	Iteration 38Q: 3 clusters Score -412389.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -412397.531250 Penalty: 2699.201904
	Iteration 39Q: 3 clusters Score -412397.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -412402.218750 Penalty: 2699.201904
	Iteration 40F: 3 clusters Score -412402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -412405.750000 Penalty: 2699.201904
	Iteration 41Q: 3 clusters Score -412405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -412406.718750 Penalty: 2699.201904
	Iteration 42Q: 3 clusters Score -412406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -412407.562500 Penalty: 2699.201904
	Iteration 43Q: 3 clusters Score -412407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -412407.562500 Penalty: 2699.201904
	Iteration 44F: 3 clusters Score -412407.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (271056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271056 members 
Entering Unmasked Estep 
Score: -29270772.000000 Penalty: 2032.888062
	Iteration 0F: 2 clusters Score -2.927077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135649 members 
Mstep: Class 2 contains 135407 members 
Entering Unmasked Estep 
Score: -29103640.000000 Penalty: 4065.776123
	Iteration 0F: 3 clusters Score -2.910364e+07 nChanged 131623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 132662 members 
Entering Unmasked Estep 
Score: -29181340.000000 Penalty: 4065.776123
	Iteration 1F: 3 clusters Score -2.918134e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -29182716.000000 Penalty: 4065.776123
	Iteration 2Q: 3 clusters Score -2.918272e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143662 members 
Mstep: Class 2 contains 127394 members 
Entering Unmasked Estep 
Score: -29184588.000000 Penalty: 4065.776123
	Iteration 3Q: 3 clusters Score -2.918459e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -29187200.000000 Penalty: 4065.776123
	Iteration 4Q: 3 clusters Score -2.91872e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156478 members 
Mstep: Class 2 contains 114578 members 
Entering Unmasked Estep 
Score: -29191028.000000 Penalty: 4065.776123
	Iteration 5Q: 3 clusters Score -2.919103e+07 nChanged 13656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167888 members 
Mstep: Class 2 contains 103168 members 
Entering Unmasked Estep 
Score: -29197794.000000 Penalty: 4065.776123
	Iteration 6F: 3 clusters Score -2.919779e+07 nChanged 16929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182583 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -29208074.000000 Penalty: 4065.776123
	Iteration 7F: 3 clusters Score -2.920807e+07 nChanged 18724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199089 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
Score: -29219956.000000 Penalty: 4065.776123
	Iteration 8F: 3 clusters Score -2.921996e+07 nChanged 17397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213226 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -29232390.000000 Penalty: 4065.776123
	Iteration 9F: 3 clusters Score -2.923239e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222574 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -29241258.000000 Penalty: 4065.776123
	Iteration 10Q: 3 clusters Score -2.924126e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227766 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -29246308.000000 Penalty: 4065.776123
	Iteration 11Q: 3 clusters Score -2.924631e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231081 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -29248690.000000 Penalty: 4065.776123
	Iteration 12Q: 3 clusters Score -2.924869e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233805 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -29249948.000000 Penalty: 4065.776123
	Iteration 13Q: 3 clusters Score -2.924995e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236258 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -29251028.000000 Penalty: 4065.776123
	Iteration 14Q: 3 clusters Score -2.925103e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238437 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -29251982.000000 Penalty: 4065.776123
	Iteration 15Q: 3 clusters Score -2.925198e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240464 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -29252712.000000 Penalty: 4065.776123
	Iteration 16Q: 3 clusters Score -2.925271e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242348 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -29253536.000000 Penalty: 4065.776123
	Iteration 17Q: 3 clusters Score -2.925354e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244102 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -29254458.000000 Penalty: 4065.776123
	Iteration 18Q: 3 clusters Score -2.925446e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245804 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -29255358.000000 Penalty: 4065.776123
	Iteration 19Q: 3 clusters Score -2.925536e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247412 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -29256010.000000 Penalty: 4065.776123
	Iteration 20F: 3 clusters Score -2.925601e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248990 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -29256636.000000 Penalty: 4065.776123
	Iteration 21Q: 3 clusters Score -2.925664e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250607 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -29257606.000000 Penalty: 4065.776123
	Iteration 22Q: 3 clusters Score -2.925761e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252178 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -29258294.000000 Penalty: 4065.776123
	Iteration 23Q: 3 clusters Score -2.925829e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253712 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -29259194.000000 Penalty: 4065.776123
	Iteration 24Q: 3 clusters Score -2.925919e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255223 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -29260280.000000 Penalty: 4065.776123
	Iteration 25Q: 3 clusters Score -2.926028e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256666 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -29261322.000000 Penalty: 4065.776123
	Iteration 26Q: 3 clusters Score -2.926132e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258022 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -29262132.000000 Penalty: 4065.776123
	Iteration 27Q: 3 clusters Score -2.926213e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259268 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -29262924.000000 Penalty: 4065.776123
	Iteration 28Q: 3 clusters Score -2.926292e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260412 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -29263818.000000 Penalty: 4065.776123
	Iteration 29Q: 3 clusters Score -2.926382e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261462 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -29264646.000000 Penalty: 4065.776123
	Iteration 30Q: 3 clusters Score -2.926465e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262426 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -29265308.000000 Penalty: 4065.776123
	Iteration 31Q: 3 clusters Score -2.926531e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263255 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -29265784.000000 Penalty: 4065.776123
	Iteration 32Q: 3 clusters Score -2.926578e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263942 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -29266082.000000 Penalty: 4065.776123
	Iteration 33Q: 3 clusters Score -2.926608e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264580 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -29266566.000000 Penalty: 4065.776123
	Iteration 34Q: 3 clusters Score -2.926657e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265111 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -29266816.000000 Penalty: 4065.776123
	Iteration 35Q: 3 clusters Score -2.926682e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265552 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -29267092.000000 Penalty: 4065.776123
	Iteration 36Q: 3 clusters Score -2.926709e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -29267420.000000 Penalty: 4065.776123
	Iteration 37Q: 3 clusters Score -2.926742e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266298 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -29267584.000000 Penalty: 4065.776123
	Iteration 38Q: 3 clusters Score -2.926758e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266608 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -29267766.000000 Penalty: 4065.776123
	Iteration 39Q: 3 clusters Score -2.926777e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266880 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -29267922.000000 Penalty: 4065.776123
	Iteration 40F: 3 clusters Score -2.926792e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267135 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -29268028.000000 Penalty: 4065.776123
	Iteration 41Q: 3 clusters Score -2.926803e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267363 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -29268082.000000 Penalty: 4065.776123
	Iteration 42Q: 3 clusters Score -2.926808e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267572 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -29268176.000000 Penalty: 4065.776123
	Iteration 43Q: 3 clusters Score -2.926818e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267743 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -29268228.000000 Penalty: 4065.776123
	Iteration 44Q: 3 clusters Score -2.926823e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267884 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -29268298.000000 Penalty: 4065.776123
	Iteration 45Q: 3 clusters Score -2.92683e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268020 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -29268310.000000 Penalty: 4065.776123
	Iteration 46Q: 3 clusters Score -2.926831e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268137 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -29268342.000000 Penalty: 4065.776123
	Iteration 47Q: 3 clusters Score -2.926834e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268210 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -29268322.000000 Penalty: 4065.776123
	Iteration 48Q: 3 clusters Score -2.926832e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268290 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -29268336.000000 Penalty: 4065.776123
	Iteration 49Q: 3 clusters Score -2.926834e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268365 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -29268386.000000 Penalty: 4065.776123
	Iteration 50Q: 3 clusters Score -2.926839e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268435 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -29268434.000000 Penalty: 4065.776123
	Iteration 51Q: 3 clusters Score -2.926843e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268497 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -29268450.000000 Penalty: 4065.776123
	Iteration 52Q: 3 clusters Score -2.926845e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268539 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -29268464.000000 Penalty: 4065.776123
	Iteration 53Q: 3 clusters Score -2.926846e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268588 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -29268500.000000 Penalty: 4065.776123
	Iteration 54Q: 3 clusters Score -2.92685e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268627 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -29268540.000000 Penalty: 4065.776123
	Iteration 55Q: 3 clusters Score -2.926854e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268660 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -29268570.000000 Penalty: 4065.776123
	Iteration 56Q: 3 clusters Score -2.926857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268691 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -29268600.000000 Penalty: 4065.776123
	Iteration 57Q: 3 clusters Score -2.92686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268716 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -29268592.000000 Penalty: 4065.776123
	Iteration 58Q: 3 clusters Score -2.926859e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268731 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -29268604.000000 Penalty: 4065.776123
	Iteration 59Q: 3 clusters Score -2.92686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268757 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -29268596.000000 Penalty: 4065.776123
	Iteration 60F: 3 clusters Score -2.92686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268783 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -29268592.000000 Penalty: 4065.776123
	Iteration 61Q: 3 clusters Score -2.926859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268807 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -29268646.000000 Penalty: 4065.776123
	Iteration 62Q: 3 clusters Score -2.926865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268829 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -29268634.000000 Penalty: 4065.776123
	Iteration 63Q: 3 clusters Score -2.926863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268844 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -29268670.000000 Penalty: 4065.776123
	Iteration 64Q: 3 clusters Score -2.926867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268858 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -29268644.000000 Penalty: 4065.776123
	Iteration 65Q: 3 clusters Score -2.926864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268875 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -29268650.000000 Penalty: 4065.776123
	Iteration 66Q: 3 clusters Score -2.926865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268886 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -29268644.000000 Penalty: 4065.776123
	Iteration 67Q: 3 clusters Score -2.926864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268903 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -29268620.000000 Penalty: 4065.776123
	Iteration 68Q: 3 clusters Score -2.926862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268918 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -29268632.000000 Penalty: 4065.776123
	Iteration 69Q: 3 clusters Score -2.926863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268929 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -29268630.000000 Penalty: 4065.776123
	Iteration 70Q: 3 clusters Score -2.926863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268940 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -29268632.000000 Penalty: 4065.776123
	Iteration 71Q: 3 clusters Score -2.926863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268959 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -29268664.000000 Penalty: 4065.776123
	Iteration 72Q: 3 clusters Score -2.926866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268969 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -29268658.000000 Penalty: 4065.776123
	Iteration 73Q: 3 clusters Score -2.926866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268976 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -29268646.000000 Penalty: 4065.776123
	Iteration 74Q: 3 clusters Score -2.926865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268983 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -29268646.000000 Penalty: 4065.776123
	Iteration 75Q: 3 clusters Score -2.926865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268999 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -29268662.000000 Penalty: 4065.776123
	Iteration 76Q: 3 clusters Score -2.926866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269019 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -29268668.000000 Penalty: 4065.776123
	Iteration 77Q: 3 clusters Score -2.926867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269033 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -29268672.000000 Penalty: 4065.776123
	Iteration 78Q: 3 clusters Score -2.926867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269048 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -29268672.000000 Penalty: 4065.776123
	Iteration 79Q: 3 clusters Score -2.926867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269058 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -29268692.000000 Penalty: 4065.776123
	Iteration 80F: 3 clusters Score -2.926869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269069 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -29268688.000000 Penalty: 4065.776123
	Iteration 81Q: 3 clusters Score -2.926869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269080 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -29268706.000000 Penalty: 4065.776123
	Iteration 82Q: 3 clusters Score -2.926871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269090 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -29268700.000000 Penalty: 4065.776123
	Iteration 83Q: 3 clusters Score -2.92687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269101 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -29268696.000000 Penalty: 4065.776123
	Iteration 84Q: 3 clusters Score -2.92687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269114 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -29268710.000000 Penalty: 4065.776123
	Iteration 85Q: 3 clusters Score -2.926871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269124 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -29268700.000000 Penalty: 4065.776123
	Iteration 86Q: 3 clusters Score -2.92687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269128 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -29268716.000000 Penalty: 4065.776123
	Iteration 87Q: 3 clusters Score -2.926872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269127 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -29268698.000000 Penalty: 4065.776123
	Iteration 88Q: 3 clusters Score -2.92687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269129 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -29268708.000000 Penalty: 4065.776123
	Iteration 89Q: 3 clusters Score -2.926871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269130 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -29268700.000000 Penalty: 4065.776123
	Iteration 90Q: 3 clusters Score -2.92687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269131 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -29268692.000000 Penalty: 4065.776123
	Iteration 91Q: 3 clusters Score -2.926869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269131 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -29268692.000000 Penalty: 4065.776123
	Iteration 92F: 3 clusters Score -2.926869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Entering Unmasked Estep 
Score: -4672600.500000 Penalty: 1731.693726
	Iteration 0F: 2 clusters Score -4672600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4644255.500000 Penalty: 3463.387451
	Iteration 0F: 3 clusters Score -4644256 nChanged 19678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4655229.000000 Penalty: 3463.387451
	Iteration 1F: 3 clusters Score -4655229 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -4655705.000000 Penalty: 3463.387451
	Iteration 2Q: 3 clusters Score -4655705 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4656201.500000 Penalty: 3463.387451
	Iteration 3Q: 3 clusters Score -4656202 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4656879.000000 Penalty: 3463.387451
	Iteration 4Q: 3 clusters Score -4656879 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4657781.500000 Penalty: 3463.387451
	Iteration 5Q: 3 clusters Score -4657782 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4659110.500000 Penalty: 3463.387451
	Iteration 6F: 3 clusters Score -4659110 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4660912.000000 Penalty: 3463.387451
	Iteration 7F: 3 clusters Score -4660912 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4663058.500000 Penalty: 3463.387451
	Iteration 8F: 3 clusters Score -4663058 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -4665067.500000 Penalty: 3463.387451
	Iteration 9F: 3 clusters Score -4665068 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4666193.000000 Penalty: 3463.387451
	Iteration 10F: 3 clusters Score -4666193 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4666627.500000 Penalty: 3463.387451
	Iteration 11Q: 3 clusters Score -4666628 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4666798.500000 Penalty: 3463.387451
	Iteration 12Q: 3 clusters Score -4666798 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4666912 nChanged 531
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Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4667060 nChanged 517
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4667222 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4667316 nChanged 450
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Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4667406 nChanged 375
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Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4667490 nChanged 396
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Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4667571 nChanged 318
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Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4667637 nChanged 309
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Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4667679 nChanged 283
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Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4667736 nChanged 228
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Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4667775 nChanged 228
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Mstep: Class 1 contains 27490 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4667799 nChanged 250
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Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4667858 nChanged 223
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Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4667907 nChanged 227
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Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4667930 nChanged 241
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Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4667964 nChanged 221
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Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4667994 nChanged 228
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Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4668026 nChanged 223
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Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4668047 nChanged 217
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Mstep: Class 1 contains 29032 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4668076 nChanged 217
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Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4668083 nChanged 201
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Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4668130 nChanged 205
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Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4668156 nChanged 186
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Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4668179 nChanged 192
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4668208 nChanged 214
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	Iteration 38Q: 3 clusters Score -4668230 nChanged 220
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	Iteration 39Q: 3 clusters Score -4668296 nChanged 227
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Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4668324 nChanged 247
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Mstep: Class 1 contains 30839 members 
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	Iteration 41Q: 3 clusters Score -4668362 nChanged 249
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	Iteration 42Q: 3 clusters Score -4668384 nChanged 228
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	Iteration 43Q: 3 clusters Score -4668408 nChanged 217
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Mstep: Class 1 contains 31523 members 
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Mstep: Class 2 contains 10454 members 
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	Iteration 48Q: 3 clusters Score -4668616 nChanged 268
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	Iteration 49Q: 3 clusters Score -4668665 nChanged 277
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	Iteration 50Q: 3 clusters Score -4668714 nChanged 269
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Mstep: Class 1 contains 33320 members 
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	Iteration 51Q: 3 clusters Score -4668756 nChanged 293
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Mstep: Class 1 contains 33613 members 
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	Iteration 52Q: 3 clusters Score -4668804 nChanged 291
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Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 8567 members 
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	Iteration 53Q: 3 clusters Score -4668870 nChanged 311
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Mstep: Class 1 contains 34215 members 
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	Iteration 54Q: 3 clusters Score -4668950 nChanged 308
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Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 7948 members 
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	Iteration 55Q: 3 clusters Score -4669003 nChanged 284
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Mstep: Class 1 contains 34807 members 
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	Iteration 56Q: 3 clusters Score -4669052 nChanged 285
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Mstep: Class 1 contains 35090 members 
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	Iteration 57Q: 3 clusters Score -4669112 nChanged 270
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Mstep: Class 1 contains 35360 members 
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	Iteration 58Q: 3 clusters Score -4669178 nChanged 268
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Mstep: Class 1 contains 35628 members 
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	Iteration 59Q: 3 clusters Score -4669224 nChanged 294
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Mstep: Class 1 contains 35922 members 
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	Iteration 60F: 3 clusters Score -4669318 nChanged 299
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Mstep: Class 1 contains 36221 members 
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	Iteration 61Q: 3 clusters Score -4669386 nChanged 322
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Mstep: Class 1 contains 36543 members 
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	Iteration 62Q: 3 clusters Score -4669506 nChanged 328
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Mstep: Class 1 contains 36871 members 
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	Iteration 63Q: 3 clusters Score -4669595 nChanged 304
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Mstep: Class 1 contains 37167 members 
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	Iteration 64Q: 3 clusters Score -4669686 nChanged 317
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	Iteration 65Q: 3 clusters Score -4669790 nChanged 305
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	Iteration 66Q: 3 clusters Score -4669879 nChanged 289
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	Iteration 67Q: 3 clusters Score -4669968 nChanged 290
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	Iteration 68Q: 3 clusters Score -4670050 nChanged 262
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	Iteration 69Q: 3 clusters Score -4670121 nChanged 242
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	Iteration 70Q: 3 clusters Score -4670202 nChanged 223
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	Iteration 71Q: 3 clusters Score -4670258 nChanged 204
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	Iteration 72Q: 3 clusters Score -4670324 nChanged 204
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	Iteration 73Q: 3 clusters Score -4670380 nChanged 204
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Mstep: Class 1 contains 39691 members 
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	Iteration 74Q: 3 clusters Score -4670434 nChanged 188
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Mstep: Class 1 contains 39877 members 
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	Iteration 75Q: 3 clusters Score -4670498 nChanged 155
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Mstep: Class 1 contains 40032 members 
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	Iteration 76Q: 3 clusters Score -4670548 nChanged 145
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	Iteration 77Q: 3 clusters Score -4670592 nChanged 132
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	Iteration 78Q: 3 clusters Score -4670629 nChanged 113
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	Iteration 79Q: 3 clusters Score -4670664 nChanged 119
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	Iteration 80F: 3 clusters Score -4670700 nChanged 104
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	Iteration 81Q: 3 clusters Score -4670726 nChanged 99
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	Iteration 82Q: 3 clusters Score -4670764 nChanged 102
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	Iteration 83Q: 3 clusters Score -4670795 nChanged 101
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	Iteration 84Q: 3 clusters Score -4670818 nChanged 104
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	Iteration 85Q: 3 clusters Score -4670866 nChanged 103
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	Iteration 86Q: 3 clusters Score -4670915 nChanged 82
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	Iteration 87Q: 3 clusters Score -4670947 nChanged 76
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	Iteration 88Q: 3 clusters Score -4670981 nChanged 60
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	Iteration 89Q: 3 clusters Score -4671000 nChanged 50
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	Iteration 90Q: 3 clusters Score -4671016 nChanged 37
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	Iteration 91Q: 3 clusters Score -4671031 nChanged 35
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	Iteration 92Q: 3 clusters Score -4671048 nChanged 23
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	Iteration 93Q: 3 clusters Score -4671052 nChanged 15
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	Iteration 94Q: 3 clusters Score -4671057 nChanged 21
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	Iteration 95Q: 3 clusters Score -4671058 nChanged 19
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	Iteration 96Q: 3 clusters Score -4671066 nChanged 25
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	Iteration 97Q: 3 clusters Score -4671082 nChanged 26
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	Iteration 98Q: 3 clusters Score -4671098 nChanged 15
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	Iteration 99Q: 3 clusters Score -4671104 nChanged 17
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	Iteration 100F: 3 clusters Score -4671104 nChanged 21
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	Iteration 101Q: 3 clusters Score -4671114 nChanged 16
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	Iteration 102Q: 3 clusters Score -4671122 nChanged 14
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	Iteration 103Q: 3 clusters Score -4671135 nChanged 11
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	Iteration 104Q: 3 clusters Score -4671140 nChanged 9
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	Iteration 105Q: 3 clusters Score -4671147 nChanged 8
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	Iteration 106Q: 3 clusters Score -4671146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4671153.000000 Penalty: 3463.387451
	Iteration 107Q: 3 clusters Score -4671153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4671152.500000 Penalty: 3463.387451
	Iteration 108Q: 3 clusters Score -4671152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4671154.000000 Penalty: 3463.387451
	Iteration 109Q: 3 clusters Score -4671154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4671150.000000 Penalty: 3463.387451
	Iteration 110Q: 3 clusters Score -4671150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4671154.000000 Penalty: 3463.387451
	Iteration 111Q: 3 clusters Score -4671154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4671152.500000 Penalty: 3463.387451
	Iteration 112Q: 3 clusters Score -4671152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4671153.000000 Penalty: 3463.387451
	Iteration 113Q: 3 clusters Score -4671153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4671156.000000 Penalty: 3463.387451
	Iteration 114Q: 3 clusters Score -4671156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4671158.500000 Penalty: 3463.387451
	Iteration 115Q: 3 clusters Score -4671158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4671160.000000 Penalty: 3463.387451
	Iteration 116Q: 3 clusters Score -4671160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4671161.500000 Penalty: 3463.387451
	Iteration 117Q: 3 clusters Score -4671162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4671161.000000 Penalty: 3463.387451
	Iteration 118Q: 3 clusters Score -4671161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4671158.000000 Penalty: 3463.387451
	Iteration 119Q: 3 clusters Score -4671158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4671164.000000 Penalty: 3463.387451
	Iteration 120F: 3 clusters Score -4671164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4671162.000000 Penalty: 3463.387451
	Iteration 121Q: 3 clusters Score -4671162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4671169.000000 Penalty: 3463.387451
	Iteration 122Q: 3 clusters Score -4671169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4671169.000000 Penalty: 3463.387451
	Iteration 123F: 3 clusters Score -4671169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Entering Unmasked Estep 
Score: -9404705.000000 Penalty: 1846.409668
	Iteration 0F: 2 clusters Score -9404705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -9347281.000000 Penalty: 3692.819336
	Iteration 0F: 3 clusters Score -9347281 nChanged 41099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -9371034.000000 Penalty: 3692.819336
	Iteration 1F: 3 clusters Score -9371034 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -9371725.000000 Penalty: 3692.819336
	Iteration 2Q: 3 clusters Score -9371725 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -9372665.000000 Penalty: 3692.819336
	Iteration 3Q: 3 clusters Score -9372665 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -9374301.000000 Penalty: 3692.819336
	Iteration 4Q: 3 clusters Score -9374301 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -9376679.000000 Penalty: 3692.819336
	Iteration 5Q: 3 clusters Score -9376679 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -9379871.000000 Penalty: 3692.819336
	Iteration 6F: 3 clusters Score -9379871 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -9383786.000000 Penalty: 3692.819336
	Iteration 7F: 3 clusters Score -9383786 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -9388153.000000 Penalty: 3692.819336
	Iteration 8F: 3 clusters Score -9388153 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -9391271.000000 Penalty: 3692.819336
	Iteration 9F: 3 clusters Score -9391271 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -9392780.000000 Penalty: 3692.819336
	Iteration 10Q: 3 clusters Score -9392780 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -9393388.000000 Penalty: 3692.819336
	Iteration 11Q: 3 clusters Score -9393388 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -9393740.000000 Penalty: 3692.819336
	Iteration 12Q: 3 clusters Score -9393740 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -9394064.000000 Penalty: 3692.819336
	Iteration 13Q: 3 clusters Score -9394064 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -9394349.000000 Penalty: 3692.819336
	Iteration 14Q: 3 clusters Score -9394349 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -9394609.000000 Penalty: 3692.819336
	Iteration 15Q: 3 clusters Score -9394609 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -9394859.000000 Penalty: 3692.819336
	Iteration 16Q: 3 clusters Score -9394859 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -9395099.000000 Penalty: 3692.819336
	Iteration 17Q: 3 clusters Score -9395099 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -9395285.000000 Penalty: 3692.819336
	Iteration 18Q: 3 clusters Score -9395285 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -9395464.000000 Penalty: 3692.819336
	Iteration 19Q: 3 clusters Score -9395464 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -9395569.000000 Penalty: 3692.819336
	Iteration 20F: 3 clusters Score -9395569 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -9395713.000000 Penalty: 3692.819336
	Iteration 21Q: 3 clusters Score -9395713 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -9395890.000000 Penalty: 3692.819336
	Iteration 22Q: 3 clusters Score -9395890 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -9395990.000000 Penalty: 3692.819336
	Iteration 23Q: 3 clusters Score -9395990 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -9396122.000000 Penalty: 3692.819336
	Iteration 24Q: 3 clusters Score -9396122 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -9396200.000000 Penalty: 3692.819336
	Iteration 25Q: 3 clusters Score -9396200 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -9396240.000000 Penalty: 3692.819336
	Iteration 26Q: 3 clusters Score -9396240 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -9396310.000000 Penalty: 3692.819336
	Iteration 27Q: 3 clusters Score -9396310 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -9396418.000000 Penalty: 3692.819336
	Iteration 28Q: 3 clusters Score -9396418 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -9396488.000000 Penalty: 3692.819336
	Iteration 29Q: 3 clusters Score -9396488 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -9396572.000000 Penalty: 3692.819336
	Iteration 30Q: 3 clusters Score -9396572 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -9396656.000000 Penalty: 3692.819336
	Iteration 31Q: 3 clusters Score -9396656 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -9396781.000000 Penalty: 3692.819336
	Iteration 32Q: 3 clusters Score -9396781 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -9396879.000000 Penalty: 3692.819336
	Iteration 33Q: 3 clusters Score -9396879 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -9396951.000000 Penalty: 3692.819336
	Iteration 34Q: 3 clusters Score -9396951 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -9397104.000000 Penalty: 3692.819336
	Iteration 35Q: 3 clusters Score -9397104 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -9397211.000000 Penalty: 3692.819336
	Iteration 36Q: 3 clusters Score -9397211 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -9397403.000000 Penalty: 3692.819336
	Iteration 37Q: 3 clusters Score -9397403 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -9397495.000000 Penalty: 3692.819336
	Iteration 38Q: 3 clusters Score -9397495 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -9397640.000000 Penalty: 3692.819336
	Iteration 39Q: 3 clusters Score -9397640 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -9397795.000000 Penalty: 3692.819336
	Iteration 40F: 3 clusters Score -9397795 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -9397928.000000 Penalty: 3692.819336
	Iteration 41Q: 3 clusters Score -9397928 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -9398099.000000 Penalty: 3692.819336
	Iteration 42Q: 3 clusters Score -9398099 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -9398250.000000 Penalty: 3692.819336
	Iteration 43Q: 3 clusters Score -9398250 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -9398497.000000 Penalty: 3692.819336
	Iteration 44Q: 3 clusters Score -9398497 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -9398669.000000 Penalty: 3692.819336
	Iteration 45Q: 3 clusters Score -9398669 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -9398851.000000 Penalty: 3692.819336
	Iteration 46Q: 3 clusters Score -9398851 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -9399032.000000 Penalty: 3692.819336
	Iteration 47Q: 3 clusters Score -9399032 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -9399210.000000 Penalty: 3692.819336
	Iteration 48Q: 3 clusters Score -9399210 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -9399348.000000 Penalty: 3692.819336
	Iteration 49Q: 3 clusters Score -9399348 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -9399575.000000 Penalty: 3692.819336
	Iteration 50Q: 3 clusters Score -9399575 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -9399753.000000 Penalty: 3692.819336
	Iteration 51Q: 3 clusters Score -9399753 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -9399941.000000 Penalty: 3692.819336
	Iteration 52Q: 3 clusters Score -9399941 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -9400192.000000 Penalty: 3692.819336
	Iteration 53Q: 3 clusters Score -9400192 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -9400408.000000 Penalty: 3692.819336
	Iteration 54Q: 3 clusters Score -9400408 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -9400661.000000 Penalty: 3692.819336
	Iteration 55Q: 3 clusters Score -9400661 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -9400910.000000 Penalty: 3692.819336
	Iteration 56Q: 3 clusters Score -9400910 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -9401135.000000 Penalty: 3692.819336
	Iteration 57Q: 3 clusters Score -9401135 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -9401352.000000 Penalty: 3692.819336
	Iteration 58Q: 3 clusters Score -9401352 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -9401526.000000 Penalty: 3692.819336
	Iteration 59Q: 3 clusters Score -9401526 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -9401688.000000 Penalty: 3692.819336
	Iteration 60F: 3 clusters Score -9401688 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -9401863.000000 Penalty: 3692.819336
	Iteration 61Q: 3 clusters Score -9401863 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -9402022.000000 Penalty: 3692.819336
	Iteration 62Q: 3 clusters Score -9402022 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -9402180.000000 Penalty: 3692.819336
	Iteration 63Q: 3 clusters Score -9402180 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -9402308.000000 Penalty: 3692.819336
	Iteration 64Q: 3 clusters Score -9402308 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -9402416.000000 Penalty: 3692.819336
	Iteration 65Q: 3 clusters Score -9402416 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79696 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -9402566.000000 Penalty: 3692.819336
	Iteration 66Q: 3 clusters Score -9402566 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -9402644.000000 Penalty: 3692.819336
	Iteration 67Q: 3 clusters Score -9402644 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -9402720.000000 Penalty: 3692.819336
	Iteration 68Q: 3 clusters Score -9402720 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -9402797.000000 Penalty: 3692.819336
	Iteration 69Q: 3 clusters Score -9402797 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -9402867.000000 Penalty: 3692.819336
	Iteration 70Q: 3 clusters Score -9402867 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -9402953.000000 Penalty: 3692.819336
	Iteration 71Q: 3 clusters Score -9402953 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -9403032.000000 Penalty: 3692.819336
	Iteration 72Q: 3 clusters Score -9403032 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -9403116.000000 Penalty: 3692.819336
	Iteration 73Q: 3 clusters Score -9403116 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -9403152.000000 Penalty: 3692.819336
	Iteration 74Q: 3 clusters Score -9403152 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -9403191.000000 Penalty: 3692.819336
	Iteration 75Q: 3 clusters Score -9403191 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -9403229.000000 Penalty: 3692.819336
	Iteration 76Q: 3 clusters Score -9403229 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -9403303.000000 Penalty: 3692.819336
	Iteration 77Q: 3 clusters Score -9403303 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -9403338.000000 Penalty: 3692.819336
	Iteration 78Q: 3 clusters Score -9403338 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -9403381.000000 Penalty: 3692.819336
	Iteration 79Q: 3 clusters Score -9403381 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -9403440.000000 Penalty: 3692.819336
	Iteration 80F: 3 clusters Score -9403440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -9403457.000000 Penalty: 3692.819336
	Iteration 81Q: 3 clusters Score -9403457 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -9403456.000000 Penalty: 3692.819336
	Iteration 82Q: 3 clusters Score -9403456 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -9403457.000000 Penalty: 3692.819336
	Iteration 83Q: 3 clusters Score -9403457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -9403468.000000 Penalty: 3692.819336
	Iteration 84Q: 3 clusters Score -9403468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -9403459.000000 Penalty: 3692.819336
	Iteration 85Q: 3 clusters Score -9403459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9403465.000000 Penalty: 3692.819336
	Iteration 86Q: 3 clusters Score -9403465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9403459.000000 Penalty: 3692.819336
	Iteration 87Q: 3 clusters Score -9403459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83738 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9403479.000000 Penalty: 3692.819336
	Iteration 88Q: 3 clusters Score -9403479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9403494.000000 Penalty: 3692.819336
	Iteration 89Q: 3 clusters Score -9403494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9403496.000000 Penalty: 3692.819336
	Iteration 90Q: 3 clusters Score -9403496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9403497.000000 Penalty: 3692.819336
	Iteration 91Q: 3 clusters Score -9403497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9403523.000000 Penalty: 3692.819336
	Iteration 92Q: 3 clusters Score -9403523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9403526.000000 Penalty: 3692.819336
	Iteration 93Q: 3 clusters Score -9403526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9403539.000000 Penalty: 3692.819336
	Iteration 94Q: 3 clusters Score -9403539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9403532.000000 Penalty: 3692.819336
	Iteration 95Q: 3 clusters Score -9403532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9403536.000000 Penalty: 3692.819336
	Iteration 96Q: 3 clusters Score -9403536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9403528.000000 Penalty: 3692.819336
	Iteration 97Q: 3 clusters Score -9403528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9403540.000000 Penalty: 3692.819336
	Iteration 98Q: 3 clusters Score -9403540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9403544.000000 Penalty: 3692.819336
	Iteration 99Q: 3 clusters Score -9403544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9403543.000000 Penalty: 3692.819336
	Iteration 100F: 3 clusters Score -9403543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9403545.000000 Penalty: 3692.819336
	Iteration 101Q: 3 clusters Score -9403545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9403539.000000 Penalty: 3692.819336
	Iteration 102Q: 3 clusters Score -9403539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9403534.000000 Penalty: 3692.819336
	Iteration 103Q: 3 clusters Score -9403534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9403544.000000 Penalty: 3692.819336
	Iteration 104Q: 3 clusters Score -9403544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9403541.000000 Penalty: 3692.819336
	Iteration 105Q: 3 clusters Score -9403541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9403543.000000 Penalty: 3692.819336
	Iteration 106Q: 3 clusters Score -9403543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9403537.000000 Penalty: 3692.819336
	Iteration 107Q: 3 clusters Score -9403537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9403538.000000 Penalty: 3692.819336
	Iteration 108Q: 3 clusters Score -9403538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9403537.000000 Penalty: 3692.819336
	Iteration 109Q: 3 clusters Score -9403537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9403533.000000 Penalty: 3692.819336
	Iteration 110Q: 3 clusters Score -9403533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9403543.000000 Penalty: 3692.819336
	Iteration 111Q: 3 clusters Score -9403543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9403548.000000 Penalty: 3692.819336
	Iteration 112Q: 3 clusters Score -9403548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9403550.000000 Penalty: 3692.819336
	Iteration 113Q: 3 clusters Score -9403550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9403554.000000 Penalty: 3692.819336
	Iteration 114Q: 3 clusters Score -9403554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9403553.000000 Penalty: 3692.819336
	Iteration 115Q: 3 clusters Score -9403553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9403557.000000 Penalty: 3692.819336
	Iteration 116Q: 3 clusters Score -9403557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9403557.000000 Penalty: 3692.819336
	Iteration 117F: 3 clusters Score -9403557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Entering Unmasked Estep 
Score: -4367355.000000 Penalty: 1726.056885
	Iteration 0F: 2 clusters Score -4367355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -4339852.500000 Penalty: 3452.113770
	Iteration 0F: 3 clusters Score -4339852 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4350566.500000 Penalty: 3452.113770
	Iteration 1F: 3 clusters Score -4350566 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4350994.500000 Penalty: 3452.113770
	Iteration 2Q: 3 clusters Score -4350994 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -4351568.000000 Penalty: 3452.113770
	Iteration 3Q: 3 clusters Score -4351568 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4352343.000000 Penalty: 3452.113770
	Iteration 4Q: 3 clusters Score -4352343 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -4353592.500000 Penalty: 3452.113770
	Iteration 5F: 3 clusters Score -4353592 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4355559.000000 Penalty: 3452.113770
	Iteration 6F: 3 clusters Score -4355559 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -4358245.000000 Penalty: 3452.113770
	Iteration 7F: 3 clusters Score -4358245 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4360892.000000 Penalty: 3452.113770
	Iteration 8F: 3 clusters Score -4360892 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4363032.000000 Penalty: 3452.113770
	Iteration 9F: 3 clusters Score -4363032 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4364440.000000 Penalty: 3452.113770
	Iteration 10Q: 3 clusters Score -4364440 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -4365201.000000 Penalty: 3452.113770
	Iteration 11Q: 3 clusters Score -4365201 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -4365610.000000 Penalty: 3452.113770
	Iteration 12Q: 3 clusters Score -4365610 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -4365862.000000 Penalty: 3452.113770
	Iteration 13Q: 3 clusters Score -4365862 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -4365988.000000 Penalty: 3452.113770
	Iteration 14Q: 3 clusters Score -4365988 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -4366094.000000 Penalty: 3452.113770
	Iteration 15Q: 3 clusters Score -4366094 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -4366168.500000 Penalty: 3452.113770
	Iteration 16Q: 3 clusters Score -4366168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -4366195.000000 Penalty: 3452.113770
	Iteration 17Q: 3 clusters Score -4366195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4366218.000000 Penalty: 3452.113770
	Iteration 18Q: 3 clusters Score -4366218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -4366237.000000 Penalty: 3452.113770
	Iteration 19Q: 3 clusters Score -4366237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -4366250.000000 Penalty: 3452.113770
	Iteration 20F: 3 clusters Score -4366250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4366277.500000 Penalty: 3452.113770
	Iteration 21Q: 3 clusters Score -4366278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4366292.000000 Penalty: 3452.113770
	Iteration 22Q: 3 clusters Score -4366292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -4366292.500000 Penalty: 3452.113770
	Iteration 23Q: 3 clusters Score -4366292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -4366304.000000 Penalty: 3452.113770
	Iteration 24Q: 3 clusters Score -4366304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4366303.000000 Penalty: 3452.113770
	Iteration 25Q: 3 clusters Score -4366303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4366304.000000 Penalty: 3452.113770
	Iteration 26Q: 3 clusters Score -4366304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -4366307.000000 Penalty: 3452.113770
	Iteration 27Q: 3 clusters Score -4366307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -4366306.500000 Penalty: 3452.113770
	Iteration 28Q: 3 clusters Score -4366306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -4366309.500000 Penalty: 3452.113770
	Iteration 29Q: 3 clusters Score -4366310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4366308.000000 Penalty: 3452.113770
	Iteration 30Q: 3 clusters Score -4366308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -4366312.500000 Penalty: 3452.113770
	Iteration 31Q: 3 clusters Score -4366312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4366315.000000 Penalty: 3452.113770
	Iteration 32Q: 3 clusters Score -4366315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -4366318.000000 Penalty: 3452.113770
	Iteration 33Q: 3 clusters Score -4366318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4366318.500000 Penalty: 3452.113770
	Iteration 34Q: 3 clusters Score -4366318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4366319.500000 Penalty: 3452.113770
	Iteration 35Q: 3 clusters Score -4366320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -4366322.000000 Penalty: 3452.113770
	Iteration 36Q: 3 clusters Score -4366322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -4366319.500000 Penalty: 3452.113770
	Iteration 37Q: 3 clusters Score -4366320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4366328.500000 Penalty: 3452.113770
	Iteration 38Q: 3 clusters Score -4366328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -4366331.500000 Penalty: 3452.113770
	Iteration 39Q: 3 clusters Score -4366332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -4366331.000000 Penalty: 3452.113770
	Iteration 40F: 3 clusters Score -4366331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -4366335.500000 Penalty: 3452.113770
	Iteration 41Q: 3 clusters Score -4366336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -4366333.000000 Penalty: 3452.113770
	Iteration 42Q: 3 clusters Score -4366333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -4366333.000000 Penalty: 3452.113770
	Iteration 43F: 3 clusters Score -4366333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 50725 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222419 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62424 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271056 members 
Mstep: Class 14 contains 42471 members 
Mstep: Class 16 contains 86036 members 
Mstep: Class 19 contains 41023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834024.000000 Penalty: 33373.367188
Iteration 159Q: 16 clusters Score -9.383402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 50734 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222404 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62420 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271053 members 
Mstep: Class 14 contains 42474 members 
Mstep: Class 16 contains 86044 members 
Mstep: Class 19 contains 41023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833992.000000 Penalty: 33373.367188
Iteration 160F: 16 clusters Score -9.383399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 50743 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222391 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62415 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271050 members 
Mstep: Class 14 contains 42478 members 
Mstep: Class 16 contains 86051 members 
Mstep: Class 19 contains 41023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833992.000000 Penalty: 33373.367188
Iteration 161Q: 16 clusters Score -9.383399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 50756 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222379 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62410 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271047 members 
Mstep: Class 14 contains 42480 members 
Mstep: Class 16 contains 86055 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834008.000000 Penalty: 33373.367188
Iteration 162Q: 16 clusters Score -9.383401e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 50765 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222376 members 
Mstep: Class 5 contains 56178 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62406 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271041 members 
Mstep: Class 14 contains 42479 members 
Mstep: Class 16 contains 86057 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834000.000000 Penalty: 33373.367188
Iteration 163Q: 16 clusters Score -9.3834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 50773 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222364 members 
Mstep: Class 5 contains 56178 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62404 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271034 members 
Mstep: Class 14 contains 42482 members 
Mstep: Class 16 contains 86062 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 164Q: 16 clusters Score -9.383405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 50777 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222359 members 
Mstep: Class 5 contains 56177 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62401 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271030 members 
Mstep: Class 14 contains 42483 members 
Mstep: Class 16 contains 86066 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834056.000000 Penalty: 33373.367188
Iteration 165Q: 16 clusters Score -9.383406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 50778 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222353 members 
Mstep: Class 5 contains 56176 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62397 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271032 members 
Mstep: Class 14 contains 42484 members 
Mstep: Class 16 contains 86069 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 166Q: 16 clusters Score -9.383405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 50783 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222348 members 
Mstep: Class 5 contains 56174 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62394 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271034 members 
Mstep: Class 14 contains 42485 members 
Mstep: Class 16 contains 86070 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834040.000000 Penalty: 33373.367188
Iteration 167Q: 16 clusters Score -9.383404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222341 members 
Mstep: Class 5 contains 56176 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62392 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271034 members 
Mstep: Class 14 contains 42485 members 
Mstep: Class 16 contains 86073 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834088.000000 Penalty: 33373.367188
Iteration 168Q: 16 clusters Score -9.383409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 50789 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222341 members 
Mstep: Class 5 contains 56176 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62390 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271028 members 
Mstep: Class 14 contains 42485 members 
Mstep: Class 16 contains 86078 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834056.000000 Penalty: 33373.367188
Iteration 169Q: 16 clusters Score -9.383406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50793 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222338 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62389 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271018 members 
Mstep: Class 14 contains 42485 members 
Mstep: Class 16 contains 86084 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834040.000000 Penalty: 33373.367188
Iteration 170Q: 16 clusters Score -9.383404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50797 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222334 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62388 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271015 members 
Mstep: Class 14 contains 42486 members 
Mstep: Class 16 contains 86087 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834080.000000 Penalty: 33373.367188
Iteration 171Q: 16 clusters Score -9.383408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50803 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222330 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62385 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271016 members 
Mstep: Class 14 contains 42486 members 
Mstep: Class 16 contains 86087 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 172Q: 16 clusters Score -9.383411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50806 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222321 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62386 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271017 members 
Mstep: Class 14 contains 42488 members 
Mstep: Class 16 contains 86088 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834104.000000 Penalty: 33373.367188
Iteration 173Q: 16 clusters Score -9.38341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50809 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222310 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62385 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271024 members 
Mstep: Class 14 contains 42490 members 
Mstep: Class 16 contains 86089 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834064.000000 Penalty: 33373.367188
Iteration 174Q: 16 clusters Score -9.383406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50812 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222308 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62384 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271022 members 
Mstep: Class 14 contains 42491 members 
Mstep: Class 16 contains 86090 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834072.000000 Penalty: 33373.367188
Iteration 175Q: 16 clusters Score -9.383407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50814 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222305 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62382 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271026 members 
Mstep: Class 14 contains 42490 members 
Mstep: Class 16 contains 86090 members 
Mstep: Class 19 contains 41022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834088.000000 Penalty: 33373.367188
Iteration 176Q: 16 clusters Score -9.383409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50815 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222303 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62381 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271027 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 16 contains 86091 members 
Mstep: Class 19 contains 41020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834072.000000 Penalty: 33373.367188
Iteration 177Q: 16 clusters Score -9.383407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50817 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222300 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62381 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271027 members 
Mstep: Class 14 contains 42493 members 
Mstep: Class 16 contains 86092 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834080.000000 Penalty: 33373.367188
Iteration 178Q: 16 clusters Score -9.383408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50822 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222296 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62380 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271025 members 
Mstep: Class 14 contains 42493 members 
Mstep: Class 16 contains 86094 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 179Q: 16 clusters Score -9.38341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50825 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222292 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62380 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271025 members 
Mstep: Class 14 contains 42493 members 
Mstep: Class 16 contains 86095 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834088.000000 Penalty: 33373.367188
Iteration 180F: 16 clusters Score -9.383409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50824 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222290 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62379 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271027 members 
Mstep: Class 14 contains 42493 members 
Mstep: Class 16 contains 86098 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 181Q: 16 clusters Score -9.383411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 50825 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222289 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62379 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271027 members 
Mstep: Class 14 contains 42493 members 
Mstep: Class 16 contains 86098 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834104.000000 Penalty: 33373.367188
Iteration 182Q: 16 clusters Score -9.38341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 50825 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222286 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62379 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271026 members 
Mstep: Class 14 contains 42494 members 
Mstep: Class 16 contains 86099 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 183Q: 16 clusters Score -9.383411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 50825 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222285 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62379 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271025 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86099 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 184Q: 16 clusters Score -9.383411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 50826 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222285 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62379 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271023 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86099 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834120.000000 Penalty: 33373.367188
Iteration 185Q: 16 clusters Score -9.383412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 50828 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222284 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62378 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271020 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 186Q: 16 clusters Score -9.383411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 50829 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222281 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62379 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271021 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834128.000000 Penalty: 33373.367188
Iteration 187Q: 16 clusters Score -9.383413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222282 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62379 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271019 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834120.000000 Penalty: 33373.367188
Iteration 188Q: 16 clusters Score -9.383412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222281 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62378 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271021 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 189Q: 16 clusters Score -9.383411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222280 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62375 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271025 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834104.000000 Penalty: 33373.367188
Iteration 190Q: 16 clusters Score -9.38341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222279 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62374 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271027 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834104.000000 Penalty: 33373.367188
Iteration 191Q: 16 clusters Score -9.38341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222279 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62374 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271028 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 192Q: 16 clusters Score -9.383411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222278 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62374 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271028 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 193Q: 16 clusters Score -9.38341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222276 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62374 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271030 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 194Q: 16 clusters Score -9.38341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222275 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62374 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271031 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 195Q: 16 clusters Score -9.383411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222274 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271033 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86100 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834104.000000 Penalty: 33373.367188
Iteration 196Q: 16 clusters Score -9.38341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222272 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62372 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271035 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 16 contains 86101 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 197Q: 16 clusters Score -9.383411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222271 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271033 members 
Mstep: Class 14 contains 42496 members 
Mstep: Class 16 contains 86102 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834112.000000 Penalty: 33373.367188
Iteration 198Q: 16 clusters Score -9.383411e+07 nChanged 5
Entering ConstructFrom: 
Score: -93834112.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (37105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Entering Unmasked Estep 
Score: -4084494.250000 Penalty: 1709.744873
	Iteration 0F: 2 clusters Score -4084494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -4059646.250000 Penalty: 3419.489746
	Iteration 0F: 3 clusters Score -4059646 nChanged 17256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4069132.000000 Penalty: 3419.489746
	Iteration 1F: 3 clusters Score -4069132 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4069546.000000 Penalty: 3419.489746
	Iteration 2Q: 3 clusters Score -4069546 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4069970.000000 Penalty: 3419.489746
	Iteration 3Q: 3 clusters Score -4069970 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4070491.250000 Penalty: 3419.489746
	Iteration 4Q: 3 clusters Score -4070491 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4071228.750000 Penalty: 3419.489746
	Iteration 5Q: 3 clusters Score -4071229 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4072288.750000 Penalty: 3419.489746
	Iteration 6F: 3 clusters Score -4072289 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4073820.250000 Penalty: 3419.489746
	Iteration 7F: 3 clusters Score -4073820 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -4075807.250000 Penalty: 3419.489746
	Iteration 8F: 3 clusters Score -4075807 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -4077978.250000 Penalty: 3419.489746
	Iteration 9F: 3 clusters Score -4077978 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4079876.250000 Penalty: 3419.489746
	Iteration 10F: 3 clusters Score -4079876 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4081165.250000 Penalty: 3419.489746
	Iteration 11Q: 3 clusters Score -4081165 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4081892.750000 Penalty: 3419.489746
	Iteration 12Q: 3 clusters Score -4081893 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4082346.250000 Penalty: 3419.489746
	Iteration 13Q: 3 clusters Score -4082346 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4082565.250000 Penalty: 3419.489746
	Iteration 14Q: 3 clusters Score -4082565 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4082723.250000 Penalty: 3419.489746
	Iteration 15Q: 3 clusters Score -4082723 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4082820.250000 Penalty: 3419.489746
	Iteration 16Q: 3 clusters Score -4082820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -4082886.000000 Penalty: 3419.489746
	Iteration 17Q: 3 clusters Score -4082886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4082944.250000 Penalty: 3419.489746
	Iteration 18Q: 3 clusters Score -4082944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4082989.250000 Penalty: 3419.489746
	Iteration 19Q: 3 clusters Score -4082989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4083004.750000 Penalty: 3419.489746
	Iteration 20F: 3 clusters Score -4083005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -4083026.250000 Penalty: 3419.489746
	Iteration 21Q: 3 clusters Score -4083026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4083037.750000 Penalty: 3419.489746
	Iteration 22Q: 3 clusters Score -4083038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4083046.000000 Penalty: 3419.489746
	Iteration 23Q: 3 clusters Score -4083046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4083048.000000 Penalty: 3419.489746
	Iteration 24Q: 3 clusters Score -4083048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4083053.000000 Penalty: 3419.489746
	Iteration 25Q: 3 clusters Score -4083053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4083052.750000 Penalty: 3419.489746
	Iteration 26Q: 3 clusters Score -4083053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4083052.750000 Penalty: 3419.489746
	Iteration 27F: 3 clusters Score -4083053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Entering Unmasked Estep 
Score: -5579923.000000 Penalty: 1760.889282
	Iteration 0F: 2 clusters Score -5579923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5546029.000000 Penalty: 3521.778564
	Iteration 0F: 3 clusters Score -5546029 nChanged 23775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5559264.000000 Penalty: 3521.778564
	Iteration 1F: 3 clusters Score -5559264 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -5560062.000000 Penalty: 3521.778564
	Iteration 2Q: 3 clusters Score -5560062 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5561347.000000 Penalty: 3521.778564
	Iteration 3F: 3 clusters Score -5561347 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5563650.500000 Penalty: 3521.778564
	Iteration 4F: 3 clusters Score -5563650 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -5567391.000000 Penalty: 3521.778564
	Iteration 5F: 3 clusters Score -5567391 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -5571985.500000 Penalty: 3521.778564
	Iteration 6F: 3 clusters Score -5571986 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -5575476.500000 Penalty: 3521.778564
	Iteration 7F: 3 clusters Score -5575476 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5577322.000000 Penalty: 3521.778564
	Iteration 8Q: 3 clusters Score -5577322 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5578125.500000 Penalty: 3521.778564
	Iteration 9Q: 3 clusters Score -5578126 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5578448.500000 Penalty: 3521.778564
	Iteration 10Q: 3 clusters Score -5578448 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5578578.000000 Penalty: 3521.778564
	Iteration 11Q: 3 clusters Score -5578578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5578645.500000 Penalty: 3521.778564
	Iteration 12Q: 3 clusters Score -5578646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5578688.000000 Penalty: 3521.778564
	Iteration 13Q: 3 clusters Score -5578688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5578709.000000 Penalty: 3521.778564
	Iteration 14Q: 3 clusters Score -5578709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5578717.500000 Penalty: 3521.778564
	Iteration 15Q: 3 clusters Score -5578718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5578727.000000 Penalty: 3521.778564
	Iteration 16Q: 3 clusters Score -5578727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5578740.000000 Penalty: 3521.778564
	Iteration 17Q: 3 clusters Score -5578740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5578738.000000 Penalty: 3521.778564
	Iteration 18Q: 3 clusters Score -5578738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5578742.000000 Penalty: 3521.778564
	Iteration 19Q: 3 clusters Score -5578742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5578746.500000 Penalty: 3521.778564
	Iteration 20F: 3 clusters Score -5578746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5578744.500000 Penalty: 3521.778564
	Iteration 21Q: 3 clusters Score -5578744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5578746.000000 Penalty: 3521.778564
	Iteration 22Q: 3 clusters Score -5578746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5578735.500000 Penalty: 3521.778564
	Iteration 23Q: 3 clusters Score -5578736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5578749.000000 Penalty: 3521.778564
	Iteration 24Q: 3 clusters Score -5578749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5578747.500000 Penalty: 3521.778564
	Iteration 25Q: 3 clusters Score -5578748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5578750.500000 Penalty: 3521.778564
	Iteration 26Q: 3 clusters Score -5578750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5578754.000000 Penalty: 3521.778564
	Iteration 27Q: 3 clusters Score -5578754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5578753.500000 Penalty: 3521.778564
	Iteration 28Q: 3 clusters Score -5578754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5578753.000000 Penalty: 3521.778564
	Iteration 29Q: 3 clusters Score -5578753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5578753.000000 Penalty: 3521.778564
	Iteration 30F: 3 clusters Score -5578753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -176137.703125 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -176137.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174296.250000 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -174296.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -174660.234375 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -174660.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -174741.093750 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -174741.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -174785.421875 Penalty: 2407.378174
	Iteration 3Q: 3 clusters Score -174785.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -174810.109375 Penalty: 2407.378174
	Iteration 4Q: 3 clusters Score -174810.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174827.890625 Penalty: 2407.378174
	Iteration 5Q: 3 clusters Score -174827.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -174840.796875 Penalty: 2407.378174
	Iteration 6Q: 3 clusters Score -174840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -174845.312500 Penalty: 2407.378174
	Iteration 7Q: 3 clusters Score -174845.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174849.578125 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -174849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174852.953125 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -174853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -174855.828125 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -174855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -174858.296875 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -174858.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174862.578125 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -174862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174866.109375 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -174866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -174868.437500 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -174868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -174869.656250 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -174869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -174870.859375 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -174870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -174874.046875 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -174874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -174878.890625 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -174878.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174885.671875 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -174885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -174890.546875 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -174890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -174894.359375 Penalty: 2407.378174
	Iteration 21Q: 3 clusters Score -174894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -174898.250000 Penalty: 2407.378174
	Iteration 22Q: 3 clusters Score -174898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -174903.906250 Penalty: 2407.378174
	Iteration 23Q: 3 clusters Score -174903.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -174907.781250 Penalty: 2407.378174
	Iteration 24Q: 3 clusters Score -174907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -174911.984375 Penalty: 2407.378174
	Iteration 25Q: 3 clusters Score -174912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -174914.437500 Penalty: 2407.378174
	Iteration 26Q: 3 clusters Score -174914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -174916.000000 Penalty: 2407.378174
	Iteration 27Q: 3 clusters Score -174916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -174917.859375 Penalty: 2407.378174
	Iteration 28Q: 3 clusters Score -174917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -174919.171875 Penalty: 2407.378174
	Iteration 29Q: 3 clusters Score -174919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -174922.671875 Penalty: 2407.378174
	Iteration 30Q: 3 clusters Score -174922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -174925.640625 Penalty: 2407.378174
	Iteration 31Q: 3 clusters Score -174925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174927.046875 Penalty: 2407.378174
	Iteration 32Q: 3 clusters Score -174927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174928.250000 Penalty: 2407.378174
	Iteration 33Q: 3 clusters Score -174928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -174928.656250 Penalty: 2407.378174
	Iteration 34Q: 3 clusters Score -174928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -174928.656250 Penalty: 2407.378174
	Iteration 35F: 3 clusters Score -174928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222270 members 
Entering Unmasked Estep 
Score: -23985904.000000 Penalty: 2000.642822
	Iteration 0F: 2 clusters Score -2.39859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -23843112.000000 Penalty: 4001.285645
	Iteration 0F: 3 clusters Score -2.384311e+07 nChanged 107786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -23909076.000000 Penalty: 4001.285645
	Iteration 1F: 3 clusters Score -2.390908e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -23911172.000000 Penalty: 4001.285645
	Iteration 2Q: 3 clusters Score -2.391117e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111004 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -23914268.000000 Penalty: 4001.285645
	Iteration 3Q: 3 clusters Score -2.391427e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110314 members 
Mstep: Class 2 contains 111956 members 
Entering Unmasked Estep 
Score: -23918516.000000 Penalty: 4001.285645
	Iteration 4Q: 3 clusters Score -2.391852e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 113460 members 
Entering Unmasked Estep 
Score: -23923828.000000 Penalty: 4001.285645
	Iteration 5Q: 3 clusters Score -2.392383e+07 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106103 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -23930386.000000 Penalty: 4001.285645
	Iteration 6F: 3 clusters Score -2.393039e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 120076 members 
Entering Unmasked Estep 
Score: -23939050.000000 Penalty: 4001.285645
	Iteration 7F: 3 clusters Score -2.393905e+07 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97489 members 
Mstep: Class 2 contains 124781 members 
Entering Unmasked Estep 
Score: -23949180.000000 Penalty: 4001.285645
	Iteration 8F: 3 clusters Score -2.394918e+07 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 129415 members 
Entering Unmasked Estep 
Score: -23959156.000000 Penalty: 4001.285645
	Iteration 9F: 3 clusters Score -2.395916e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 133117 members 
Entering Unmasked Estep 
Score: -23965292.000000 Penalty: 4001.285645
	Iteration 10Q: 3 clusters Score -2.396529e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 136359 members 
Entering Unmasked Estep 
Score: -23967806.000000 Penalty: 4001.285645
	Iteration 11Q: 3 clusters Score -2.396781e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 139466 members 
Entering Unmasked Estep 
Score: -23968890.000000 Penalty: 4001.285645
	Iteration 12Q: 3 clusters Score -2.396889e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 142673 members 
Entering Unmasked Estep 
Score: -23970000.000000 Penalty: 4001.285645
	Iteration 13Q: 3 clusters Score -2.397e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 146101 members 
Entering Unmasked Estep 
Score: -23971006.000000 Penalty: 4001.285645
	Iteration 14Q: 3 clusters Score -2.397101e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 149733 members 
Entering Unmasked Estep 
Score: -23972224.000000 Penalty: 4001.285645
	Iteration 15Q: 3 clusters Score -2.397222e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 153474 members 
Entering Unmasked Estep 
Score: -23973354.000000 Penalty: 4001.285645
	Iteration 16Q: 3 clusters Score -2.397335e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -23974374.000000 Penalty: 4001.285645
	Iteration 17Q: 3 clusters Score -2.397437e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 161011 members 
Entering Unmasked Estep 
Score: -23975326.000000 Penalty: 4001.285645
	Iteration 18Q: 3 clusters Score -2.397533e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 164639 members 
Entering Unmasked Estep 
Score: -23976276.000000 Penalty: 4001.285645
	Iteration 19Q: 3 clusters Score -2.397628e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 168162 members 
Entering Unmasked Estep 
Score: -23977422.000000 Penalty: 4001.285645
	Iteration 20F: 3 clusters Score -2.397742e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 171432 members 
Entering Unmasked Estep 
Score: -23978324.000000 Penalty: 4001.285645
	Iteration 21Q: 3 clusters Score -2.397832e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 174513 members 
Entering Unmasked Estep 
Score: -23979230.000000 Penalty: 4001.285645
	Iteration 22Q: 3 clusters Score -2.397923e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 177246 members 
Entering Unmasked Estep 
Score: -23979690.000000 Penalty: 4001.285645
	Iteration 23Q: 3 clusters Score -2.397969e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 179783 members 
Entering Unmasked Estep 
Score: -23980084.000000 Penalty: 4001.285645
	Iteration 24Q: 3 clusters Score -2.398008e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 182137 members 
Entering Unmasked Estep 
Score: -23980594.000000 Penalty: 4001.285645
	Iteration 25Q: 3 clusters Score -2.398059e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 184323 members 
Entering Unmasked Estep 
Score: -23980872.000000 Penalty: 4001.285645
	Iteration 26Q: 3 clusters Score -2.398087e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 186336 members 
Entering Unmasked Estep 
Score: -23981188.000000 Penalty: 4001.285645
	Iteration 27Q: 3 clusters Score -2.398119e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 188240 members 
Entering Unmasked Estep 
Score: -23981432.000000 Penalty: 4001.285645
	Iteration 28Q: 3 clusters Score -2.398143e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 189977 members 
Entering Unmasked Estep 
Score: -23981754.000000 Penalty: 4001.285645
	Iteration 29Q: 3 clusters Score -2.398175e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 191572 members 
Entering Unmasked Estep 
Score: -23981748.000000 Penalty: 4001.285645
	Iteration 30Q: 3 clusters Score -2.398175e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 193074 members 
Entering Unmasked Estep 
Score: -23982038.000000 Penalty: 4001.285645
	Iteration 31Q: 3 clusters Score -2.398204e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 194482 members 
Entering Unmasked Estep 
Score: -23982208.000000 Penalty: 4001.285645
	Iteration 32Q: 3 clusters Score -2.398221e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 195762 members 
Entering Unmasked Estep 
Score: -23982430.000000 Penalty: 4001.285645
	Iteration 33Q: 3 clusters Score -2.398243e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 196957 members 
Entering Unmasked Estep 
Score: -23982548.000000 Penalty: 4001.285645
	Iteration 34Q: 3 clusters Score -2.398255e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 198043 members 
Entering Unmasked Estep 
Score: -23982694.000000 Penalty: 4001.285645
	Iteration 35Q: 3 clusters Score -2.398269e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 199023 members 
Entering Unmasked Estep 
Score: -23982766.000000 Penalty: 4001.285645
	Iteration 36Q: 3 clusters Score -2.398277e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 199960 members 
Entering Unmasked Estep 
Score: -23982846.000000 Penalty: 4001.285645
	Iteration 37Q: 3 clusters Score -2.398285e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 200791 members 
Entering Unmasked Estep 
Score: -23983044.000000 Penalty: 4001.285645
	Iteration 38Q: 3 clusters Score -2.398304e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 201555 members 
Entering Unmasked Estep 
Score: -23983064.000000 Penalty: 4001.285645
	Iteration 39Q: 3 clusters Score -2.398306e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 202239 members 
Entering Unmasked Estep 
Score: -23983182.000000 Penalty: 4001.285645
	Iteration 40F: 3 clusters Score -2.398318e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 202920 members 
Entering Unmasked Estep 
Score: -23983248.000000 Penalty: 4001.285645
	Iteration 41Q: 3 clusters Score -2.398325e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 203596 members 
Entering Unmasked Estep 
Score: -23983354.000000 Penalty: 4001.285645
	Iteration 42Q: 3 clusters Score -2.398335e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 204290 members 
Entering Unmasked Estep 
Score: -23983448.000000 Penalty: 4001.285645
	Iteration 43Q: 3 clusters Score -2.398345e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 204922 members 
Entering Unmasked Estep 
Score: -23983466.000000 Penalty: 4001.285645
	Iteration 44Q: 3 clusters Score -2.398347e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 205494 members 
Entering Unmasked Estep 
Score: -23983476.000000 Penalty: 4001.285645
	Iteration 45Q: 3 clusters Score -2.398348e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 206046 members 
Entering Unmasked Estep 
Score: -23983602.000000 Penalty: 4001.285645
	Iteration 46Q: 3 clusters Score -2.39836e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 206530 members 
Entering Unmasked Estep 
Score: -23983694.000000 Penalty: 4001.285645
	Iteration 47Q: 3 clusters Score -2.398369e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 206957 members 
Entering Unmasked Estep 
Score: -23983732.000000 Penalty: 4001.285645
	Iteration 48Q: 3 clusters Score -2.398373e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 207357 members 
Entering Unmasked Estep 
Score: -23983780.000000 Penalty: 4001.285645
	Iteration 49Q: 3 clusters Score -2.398378e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 207734 members 
Entering Unmasked Estep 
Score: -23983768.000000 Penalty: 4001.285645
	Iteration 50Q: 3 clusters Score -2.398377e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 208092 members 
Entering Unmasked Estep 
Score: -23983808.000000 Penalty: 4001.285645
	Iteration 51Q: 3 clusters Score -2.398381e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 208426 members 
Entering Unmasked Estep 
Score: -23983798.000000 Penalty: 4001.285645
	Iteration 52Q: 3 clusters Score -2.39838e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 208763 members 
Entering Unmasked Estep 
Score: -23983826.000000 Penalty: 4001.285645
	Iteration 53Q: 3 clusters Score -2.398383e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 209074 members 
Entering Unmasked Estep 
Score: -23983840.000000 Penalty: 4001.285645
	Iteration 54Q: 3 clusters Score -2.398384e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 209377 members 
Entering Unmasked Estep 
Score: -23983898.000000 Penalty: 4001.285645
	Iteration 55Q: 3 clusters Score -2.39839e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 209664 members 
Entering Unmasked Estep 
Score: -23983904.000000 Penalty: 4001.285645
	Iteration 56Q: 3 clusters Score -2.39839e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 209928 members 
Entering Unmasked Estep 
Score: -23983938.000000 Penalty: 4001.285645
	Iteration 57Q: 3 clusters Score -2.398394e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 210188 members 
Entering Unmasked Estep 
Score: -23984000.000000 Penalty: 4001.285645
	Iteration 58Q: 3 clusters Score -2.3984e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 210437 members 
Entering Unmasked Estep 
Score: -23984076.000000 Penalty: 4001.285645
	Iteration 59Q: 3 clusters Score -2.398408e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 210686 members 
Entering Unmasked Estep 
Score: -23984086.000000 Penalty: 4001.285645
	Iteration 60F: 3 clusters Score -2.398409e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 210933 members 
Entering Unmasked Estep 
Score: -23984044.000000 Penalty: 4001.285645
	Iteration 61Q: 3 clusters Score -2.398404e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 211160 members 
Entering Unmasked Estep 
Score: -23984074.000000 Penalty: 4001.285645
	Iteration 62Q: 3 clusters Score -2.398407e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 211376 members 
Entering Unmasked Estep 
Score: -23984064.000000 Penalty: 4001.285645
	Iteration 63Q: 3 clusters Score -2.398406e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 211571 members 
Entering Unmasked Estep 
Score: -23984050.000000 Penalty: 4001.285645
	Iteration 64Q: 3 clusters Score -2.398405e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 211746 members 
Entering Unmasked Estep 
Score: -23984078.000000 Penalty: 4001.285645
	Iteration 65Q: 3 clusters Score -2.398408e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 211897 members 
Entering Unmasked Estep 
Score: -23984136.000000 Penalty: 4001.285645
	Iteration 66Q: 3 clusters Score -2.398414e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 212043 members 
Entering Unmasked Estep 
Score: -23984122.000000 Penalty: 4001.285645
	Iteration 67Q: 3 clusters Score -2.398412e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 212186 members 
Entering Unmasked Estep 
Score: -23984146.000000 Penalty: 4001.285645
	Iteration 68Q: 3 clusters Score -2.398415e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 212320 members 
Entering Unmasked Estep 
Score: -23984152.000000 Penalty: 4001.285645
	Iteration 69Q: 3 clusters Score -2.398415e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 212445 members 
Entering Unmasked Estep 
Score: -23984106.000000 Penalty: 4001.285645
	Iteration 70Q: 3 clusters Score -2.398411e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 212578 members 
Entering Unmasked Estep 
Score: -23984136.000000 Penalty: 4001.285645
	Iteration 71Q: 3 clusters Score -2.398414e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 212698 members 
Entering Unmasked Estep 
Score: -23984128.000000 Penalty: 4001.285645
	Iteration 72Q: 3 clusters Score -2.398413e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 212815 members 
Entering Unmasked Estep 
Score: -23984144.000000 Penalty: 4001.285645
	Iteration 73Q: 3 clusters Score -2.398414e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 212933 members 
Entering Unmasked Estep 
Score: -23984134.000000 Penalty: 4001.285645
	Iteration 74Q: 3 clusters Score -2.398413e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 213055 members 
Entering Unmasked Estep 
Score: -23984160.000000 Penalty: 4001.285645
	Iteration 75Q: 3 clusters Score -2.398416e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 213171 members 
Entering Unmasked Estep 
Score: -23984240.000000 Penalty: 4001.285645
	Iteration 76Q: 3 clusters Score -2.398424e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 213279 members 
Entering Unmasked Estep 
Score: -23984240.000000 Penalty: 4001.285645
	Iteration 77Q: 3 clusters Score -2.398424e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 213393 members 
Entering Unmasked Estep 
Score: -23984290.000000 Penalty: 4001.285645
	Iteration 78Q: 3 clusters Score -2.398429e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 213496 members 
Entering Unmasked Estep 
Score: -23984286.000000 Penalty: 4001.285645
	Iteration 79Q: 3 clusters Score -2.398429e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 213592 members 
Entering Unmasked Estep 
Score: -23984300.000000 Penalty: 4001.285645
	Iteration 80F: 3 clusters Score -2.39843e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 213683 members 
Entering Unmasked Estep 
Score: -23984346.000000 Penalty: 4001.285645
	Iteration 81Q: 3 clusters Score -2.398435e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 213771 members 
Entering Unmasked Estep 
Score: -23984364.000000 Penalty: 4001.285645
	Iteration 82Q: 3 clusters Score -2.398436e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 213856 members 
Entering Unmasked Estep 
Score: -23984382.000000 Penalty: 4001.285645
	Iteration 83Q: 3 clusters Score -2.398438e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 213936 members 
Entering Unmasked Estep 
Score: -23984396.000000 Penalty: 4001.285645
	Iteration 84Q: 3 clusters Score -2.39844e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 214021 members 
Entering Unmasked Estep 
Score: -23984450.000000 Penalty: 4001.285645
	Iteration 85Q: 3 clusters Score -2.398445e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 214092 members 
Entering Unmasked Estep 
Score: -23984454.000000 Penalty: 4001.285645
	Iteration 86Q: 3 clusters Score -2.398445e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 214167 members 
Entering Unmasked Estep 
Score: -23984448.000000 Penalty: 4001.285645
	Iteration 87Q: 3 clusters Score -2.398445e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 214245 members 
Entering Unmasked Estep 
Score: -23984452.000000 Penalty: 4001.285645
	Iteration 88Q: 3 clusters Score -2.398445e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 214312 members 
Entering Unmasked Estep 
Score: -23984492.000000 Penalty: 4001.285645
	Iteration 89Q: 3 clusters Score -2.398449e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 214378 members 
Entering Unmasked Estep 
Score: -23984456.000000 Penalty: 4001.285645
	Iteration 90Q: 3 clusters Score -2.398446e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 214447 members 
Entering Unmasked Estep 
Score: -23984470.000000 Penalty: 4001.285645
	Iteration 91Q: 3 clusters Score -2.398447e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 214507 members 
Entering Unmasked Estep 
Score: -23984502.000000 Penalty: 4001.285645
	Iteration 92Q: 3 clusters Score -2.39845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 214564 members 
Entering Unmasked Estep 
Score: -23984528.000000 Penalty: 4001.285645
	Iteration 93Q: 3 clusters Score -2.398453e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 214609 members 
Entering Unmasked Estep 
Score: -23984542.000000 Penalty: 4001.285645
	Iteration 94Q: 3 clusters Score -2.398454e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 214647 members 
Entering Unmasked Estep 
Score: -23984536.000000 Penalty: 4001.285645
	Iteration 95Q: 3 clusters Score -2.398454e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 214689 members 
Entering Unmasked Estep 
Score: -23984520.000000 Penalty: 4001.285645
	Iteration 96Q: 3 clusters Score -2.398452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 214731 members 
Entering Unmasked Estep 
Score: -23984536.000000 Penalty: 4001.285645
	Iteration 97Q: 3 clusters Score -2.398454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 214762 members 
Entering Unmasked Estep 
Score: -23984560.000000 Penalty: 4001.285645
	Iteration 98Q: 3 clusters Score -2.398456e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 214795 members 
Entering Unmasked Estep 
Score: -23984564.000000 Penalty: 4001.285645
	Iteration 99Q: 3 clusters Score -2.398456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 214821 members 
Entering Unmasked Estep 
Score: -23984526.000000 Penalty: 4001.285645
	Iteration 100F: 3 clusters Score -2.398453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 214851 members 
Entering Unmasked Estep 
Score: -23984522.000000 Penalty: 4001.285645
	Iteration 101Q: 3 clusters Score -2.398452e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 214880 members 
Entering Unmasked Estep 
Score: -23984512.000000 Penalty: 4001.285645
	Iteration 102Q: 3 clusters Score -2.398451e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 214925 members 
Entering Unmasked Estep 
Score: -23984538.000000 Penalty: 4001.285645
	Iteration 103Q: 3 clusters Score -2.398454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 214958 members 
Entering Unmasked Estep 
Score: -23984556.000000 Penalty: 4001.285645
	Iteration 104Q: 3 clusters Score -2.398456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 214983 members 
Entering Unmasked Estep 
Score: -23984562.000000 Penalty: 4001.285645
	Iteration 105Q: 3 clusters Score -2.398456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 215013 members 
Entering Unmasked Estep 
Score: -23984554.000000 Penalty: 4001.285645
	Iteration 106Q: 3 clusters Score -2.398455e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 215056 members 
Entering Unmasked Estep 
Score: -23984536.000000 Penalty: 4001.285645
	Iteration 107Q: 3 clusters Score -2.398454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 215087 members 
Entering Unmasked Estep 
Score: -23984546.000000 Penalty: 4001.285645
	Iteration 108Q: 3 clusters Score -2.398455e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 215115 members 
Entering Unmasked Estep 
Score: -23984544.000000 Penalty: 4001.285645
	Iteration 109Q: 3 clusters Score -2.398454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 215141 members 
Entering Unmasked Estep 
Score: -23984536.000000 Penalty: 4001.285645
	Iteration 110Q: 3 clusters Score -2.398454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 215166 members 
Entering Unmasked Estep 
Score: -23984544.000000 Penalty: 4001.285645
	Iteration 111Q: 3 clusters Score -2.398454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 215196 members 
Entering Unmasked Estep 
Score: -23984528.000000 Penalty: 4001.285645
	Iteration 112Q: 3 clusters Score -2.398453e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 215221 members 
Entering Unmasked Estep 
Score: -23984530.000000 Penalty: 4001.285645
	Iteration 113Q: 3 clusters Score -2.398453e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 215247 members 
Entering Unmasked Estep 
Score: -23984522.000000 Penalty: 4001.285645
	Iteration 114Q: 3 clusters Score -2.398452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 215264 members 
Entering Unmasked Estep 
Score: -23984532.000000 Penalty: 4001.285645
	Iteration 115Q: 3 clusters Score -2.398453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 215280 members 
Entering Unmasked Estep 
Score: -23984532.000000 Penalty: 4001.285645
	Iteration 116Q: 3 clusters Score -2.398453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 215294 members 
Entering Unmasked Estep 
Score: -23984538.000000 Penalty: 4001.285645
	Iteration 117Q: 3 clusters Score -2.398454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 215314 members 
Entering Unmasked Estep 
Score: -23984540.000000 Penalty: 4001.285645
	Iteration 118Q: 3 clusters Score -2.398454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 215329 members 
Entering Unmasked Estep 
Score: -23984512.000000 Penalty: 4001.285645
	Iteration 119Q: 3 clusters Score -2.398451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 215350 members 
Entering Unmasked Estep 
Score: -23984532.000000 Penalty: 4001.285645
	Iteration 120F: 3 clusters Score -2.398453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 215369 members 
Entering Unmasked Estep 
Score: -23984558.000000 Penalty: 4001.285645
	Iteration 121Q: 3 clusters Score -2.398456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 215386 members 
Entering Unmasked Estep 
Score: -23984532.000000 Penalty: 4001.285645
	Iteration 122Q: 3 clusters Score -2.398453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 215398 members 
Entering Unmasked Estep 
Score: -23984558.000000 Penalty: 4001.285645
	Iteration 123Q: 3 clusters Score -2.398456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 215416 members 
Entering Unmasked Estep 
Score: -23984564.000000 Penalty: 4001.285645
	Iteration 124Q: 3 clusters Score -2.398456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 215429 members 
Entering Unmasked Estep 
Score: -23984564.000000 Penalty: 4001.285645
	Iteration 125Q: 3 clusters Score -2.398456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 215443 members 
Entering Unmasked Estep 
Score: -23984558.000000 Penalty: 4001.285645
	Iteration 126Q: 3 clusters Score -2.398456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 215452 members 
Entering Unmasked Estep 
Score: -23984560.000000 Penalty: 4001.285645
	Iteration 127Q: 3 clusters Score -2.398456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 215461 members 
Entering Unmasked Estep 
Score: -23984560.000000 Penalty: 4001.285645
	Iteration 128Q: 3 clusters Score -2.398456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 215474 members 
Entering Unmasked Estep 
Score: -23984558.000000 Penalty: 4001.285645
	Iteration 129Q: 3 clusters Score -2.398456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 215486 members 
Entering Unmasked Estep 
Score: -23984534.000000 Penalty: 4001.285645
	Iteration 130Q: 3 clusters Score -2.398453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 215494 members 
Entering Unmasked Estep 
Score: -23984538.000000 Penalty: 4001.285645
	Iteration 131Q: 3 clusters Score -2.398454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 215509 members 
Entering Unmasked Estep 
Score: -23984530.000000 Penalty: 4001.285645
	Iteration 132Q: 3 clusters Score -2.398453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 215528 members 
Entering Unmasked Estep 
Score: -23984536.000000 Penalty: 4001.285645
	Iteration 133Q: 3 clusters Score -2.398454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 215541 members 
Entering Unmasked Estep 
Score: -23984532.000000 Penalty: 4001.285645
	Iteration 134Q: 3 clusters Score -2.398453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 215550 members 
Entering Unmasked Estep 
Score: -23984536.000000 Penalty: 4001.285645
	Iteration 135Q: 3 clusters Score -2.398454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 215563 members 
Entering Unmasked Estep 
Score: -23984532.000000 Penalty: 4001.285645
	Iteration 136Q: 3 clusters Score -2.398453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 215571 members 
Entering Unmasked Estep 
Score: -23984532.000000 Penalty: 4001.285645
	Iteration 137Q: 3 clusters Score -2.398453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 215574 members 
Entering Unmasked Estep 
Score: -23984548.000000 Penalty: 4001.285645
	Iteration 138Q: 3 clusters Score -2.398455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 215578 members 
Entering Unmasked Estep 
Score: -23984552.000000 Penalty: 4001.285645
	Iteration 139Q: 3 clusters Score -2.398455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 215580 members 
Entering Unmasked Estep 
Score: -23984538.000000 Penalty: 4001.285645
	Iteration 140F: 3 clusters Score -2.398454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Entering Unmasked Estep 
Score: -5919156.500000 Penalty: 1777.148438
	Iteration 0F: 2 clusters Score -5919156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -5881673.000000 Penalty: 3554.296875
	Iteration 0F: 3 clusters Score -5881673 nChanged 26451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -5896955.500000 Penalty: 3554.296875
	Iteration 1F: 3 clusters Score -5896956 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -5897662.000000 Penalty: 3554.296875
	Iteration 2Q: 3 clusters Score -5897662 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -5898445.500000 Penalty: 3554.296875
	Iteration 3Q: 3 clusters Score -5898446 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -5899434.000000 Penalty: 3554.296875
	Iteration 4Q: 3 clusters Score -5899434 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -5900655.500000 Penalty: 3554.296875
	Iteration 5F: 3 clusters Score -5900656 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5902022.500000 Penalty: 3554.296875
	Iteration 6F: 3 clusters Score -5902022 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -5903512.500000 Penalty: 3554.296875
	Iteration 7F: 3 clusters Score -5903512 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -5905123.000000 Penalty: 3554.296875
	Iteration 8F: 3 clusters Score -5905123 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -5906603.500000 Penalty: 3554.296875
	Iteration 9F: 3 clusters Score -5906604 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -5908064.500000 Penalty: 3554.296875
	Iteration 10Q: 3 clusters Score -5908064 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -5909634.500000 Penalty: 3554.296875
	Iteration 11Q: 3 clusters Score -5909634 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -5911226.000000 Penalty: 3554.296875
	Iteration 12Q: 3 clusters Score -5911226 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -5912910.500000 Penalty: 3554.296875
	Iteration 13Q: 3 clusters Score -5912910 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5914662.500000 Penalty: 3554.296875
	Iteration 14Q: 3 clusters Score -5914662 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5916250.000000 Penalty: 3554.296875
	Iteration 15Q: 3 clusters Score -5916250 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5917188.000000 Penalty: 3554.296875
	Iteration 16Q: 3 clusters Score -5917188 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5917446.000000 Penalty: 3554.296875
	Iteration 17Q: 3 clusters Score -5917446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5917538.500000 Penalty: 3554.296875
	Iteration 18Q: 3 clusters Score -5917538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5917589.000000 Penalty: 3554.296875
	Iteration 19Q: 3 clusters Score -5917589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5917620.500000 Penalty: 3554.296875
	Iteration 20F: 3 clusters Score -5917620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5917646.000000 Penalty: 3554.296875
	Iteration 21Q: 3 clusters Score -5917646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5917667.500000 Penalty: 3554.296875
	Iteration 22Q: 3 clusters Score -5917668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5917672.500000 Penalty: 3554.296875
	Iteration 23Q: 3 clusters Score -5917672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5917678.500000 Penalty: 3554.296875
	Iteration 24Q: 3 clusters Score -5917678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5917686.500000 Penalty: 3554.296875
	Iteration 25Q: 3 clusters Score -5917686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5917696.500000 Penalty: 3554.296875
	Iteration 26Q: 3 clusters Score -5917696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5917704.500000 Penalty: 3554.296875
	Iteration 27Q: 3 clusters Score -5917704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5917711.500000 Penalty: 3554.296875
	Iteration 28Q: 3 clusters Score -5917712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5917714.000000 Penalty: 3554.296875
	Iteration 29Q: 3 clusters Score -5917714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5917714.000000 Penalty: 3554.296875
	Iteration 30Q: 3 clusters Score -5917714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5917714.000000 Penalty: 3554.296875
	Iteration 31F: 3 clusters Score -5917714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -272584.656250 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -272584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -270162.625000 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -270162.6 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -270752.093750 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -270752.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -270929.687500 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -270929.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -271074.250000 Penalty: 2552.042725
	Iteration 3F: 3 clusters Score -271074.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271223.406250 Penalty: 2552.042725
	Iteration 4F: 3 clusters Score -271223.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -271363.937500 Penalty: 2552.042725
	Iteration 5F: 3 clusters Score -271363.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -271505.343750 Penalty: 2552.042725
	Iteration 6F: 3 clusters Score -271505.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -271582.187500 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -271582.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -271630.187500 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -271630.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -271662.781250 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -271662.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -271700.250000 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -271700.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -271724.656250 Penalty: 2552.042725
	Iteration 11Q: 3 clusters Score -271724.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -271743.375000 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -271743.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -271759.093750 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -271759.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271774.531250 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -271774.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -271786.156250 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -271786.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271796.843750 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -271796.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -271803.156250 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -271803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -271807.812500 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -271807.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -271814.093750 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -271814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -271817.562500 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -271817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -271820.687500 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -271820.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -271825.343750 Penalty: 2552.042725
	Iteration 22Q: 3 clusters Score -271825.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -271830.625000 Penalty: 2552.042725
	Iteration 23Q: 3 clusters Score -271830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -271834.312500 Penalty: 2552.042725
	Iteration 24Q: 3 clusters Score -271834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -271835.125000 Penalty: 2552.042725
	Iteration 25Q: 3 clusters Score -271835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -271836.343750 Penalty: 2552.042725
	Iteration 26Q: 3 clusters Score -271836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -271836.062500 Penalty: 2552.042725
	Iteration 27Q: 3 clusters Score -271836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -271836.406250 Penalty: 2552.042725
	Iteration 28Q: 3 clusters Score -271836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -271837.343750 Penalty: 2552.042725
	Iteration 29Q: 3 clusters Score -271837.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -271837.156250 Penalty: 2552.042725
	Iteration 30Q: 3 clusters Score -271837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -271837.156250 Penalty: 2552.042725
	Iteration 31F: 3 clusters Score -271837.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -466283.781250 Penalty: 1362.678955
	Iteration 0F: 2 clusters Score -466283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -462731.468750 Penalty: 2725.357910
	Iteration 0F: 3 clusters Score -462731.5 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -463828.968750 Penalty: 2725.357910
	Iteration 1F: 3 clusters Score -463829 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -464077.437500 Penalty: 2725.357910
	Iteration 2F: 3 clusters Score -464077.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -464263.500000 Penalty: 2725.357910
	Iteration 3F: 3 clusters Score -464263.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -464407.656250 Penalty: 2725.357910
	Iteration 4F: 3 clusters Score -464407.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -464522.781250 Penalty: 2725.357910
	Iteration 5Q: 3 clusters Score -464522.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -464609.781250 Penalty: 2725.357910
	Iteration 6Q: 3 clusters Score -464609.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -464678.031250 Penalty: 2725.357910
	Iteration 7Q: 3 clusters Score -464678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -464735.593750 Penalty: 2725.357910
	Iteration 8Q: 3 clusters Score -464735.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -464787.156250 Penalty: 2725.357910
	Iteration 9Q: 3 clusters Score -464787.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -464828.687500 Penalty: 2725.357910
	Iteration 10Q: 3 clusters Score -464828.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -464872.687500 Penalty: 2725.357910
	Iteration 11Q: 3 clusters Score -464872.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -464908.687500 Penalty: 2725.357910
	Iteration 12Q: 3 clusters Score -464908.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -464936.281250 Penalty: 2725.357910
	Iteration 13Q: 3 clusters Score -464936.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -464959.125000 Penalty: 2725.357910
	Iteration 14Q: 3 clusters Score -464959.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -464978.437500 Penalty: 2725.357910
	Iteration 15Q: 3 clusters Score -464978.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -464998.187500 Penalty: 2725.357910
	Iteration 16Q: 3 clusters Score -464998.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -465022.687500 Penalty: 2725.357910
	Iteration 17Q: 3 clusters Score -465022.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -465043.468750 Penalty: 2725.357910
	Iteration 18Q: 3 clusters Score -465043.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -465061.093750 Penalty: 2725.357910
	Iteration 19Q: 3 clusters Score -465061.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -465073.843750 Penalty: 2725.357910
	Iteration 20F: 3 clusters Score -465073.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -465085.937500 Penalty: 2725.357910
	Iteration 21Q: 3 clusters Score -465085.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -465096.593750 Penalty: 2725.357910
	Iteration 22Q: 3 clusters Score -465096.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -465110.062500 Penalty: 2725.357910
	Iteration 23Q: 3 clusters Score -465110.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -465120.062500 Penalty: 2725.357910
	Iteration 24Q: 3 clusters Score -465120.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -465130.562500 Penalty: 2725.357910
	Iteration 25Q: 3 clusters Score -465130.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -465135.125000 Penalty: 2725.357910
	Iteration 26Q: 3 clusters Score -465135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -465138.125000 Penalty: 2725.357910
	Iteration 27Q: 3 clusters Score -465138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -465141.093750 Penalty: 2725.357910
	Iteration 28Q: 3 clusters Score -465141.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -465143.906250 Penalty: 2725.357910
	Iteration 29Q: 3 clusters Score -465143.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -465146.031250 Penalty: 2725.357910
	Iteration 30Q: 3 clusters Score -465146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -465148.656250 Penalty: 2725.357910
	Iteration 31Q: 3 clusters Score -465148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -465150.156250 Penalty: 2725.357910
	Iteration 32Q: 3 clusters Score -465150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -465151.343750 Penalty: 2725.357910
	Iteration 33Q: 3 clusters Score -465151.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -465151.843750 Penalty: 2725.357910
	Iteration 34Q: 3 clusters Score -465151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -465151.812500 Penalty: 2725.357910
	Iteration 35Q: 3 clusters Score -465151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -465152.281250 Penalty: 2725.357910
	Iteration 36Q: 3 clusters Score -465152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -465152.937500 Penalty: 2725.357910
	Iteration 37Q: 3 clusters Score -465152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -465153.562500 Penalty: 2725.357910
	Iteration 38Q: 3 clusters Score -465153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -465154.125000 Penalty: 2725.357910
	Iteration 39Q: 3 clusters Score -465154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -465154.000000 Penalty: 2725.357910
	Iteration 40F: 3 clusters Score -465154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Entering Unmasked Estep 
Score: -6827678.500000 Penalty: 1794.144287
	Iteration 0F: 2 clusters Score -6827678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -6785992.000000 Penalty: 3588.288574
	Iteration 0F: 3 clusters Score -6785992 nChanged 29431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6802864.500000 Penalty: 3588.288574
	Iteration 1F: 3 clusters Score -6802864 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -6803619.000000 Penalty: 3588.288574
	Iteration 2Q: 3 clusters Score -6803619 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -6804552.500000 Penalty: 3588.288574
	Iteration 3Q: 3 clusters Score -6804552 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -6805878.500000 Penalty: 3588.288574
	Iteration 4Q: 3 clusters Score -6805878 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -6807685.000000 Penalty: 3588.288574
	Iteration 5F: 3 clusters Score -6807685 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -6809917.000000 Penalty: 3588.288574
	Iteration 6F: 3 clusters Score -6809917 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -6812803.000000 Penalty: 3588.288574
	Iteration 7F: 3 clusters Score -6812803 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -6815730.000000 Penalty: 3588.288574
	Iteration 8F: 3 clusters Score -6815730 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -6817821.000000 Penalty: 3588.288574
	Iteration 9F: 3 clusters Score -6817821 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -6818794.000000 Penalty: 3588.288574
	Iteration 10Q: 3 clusters Score -6818794 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -6819261.500000 Penalty: 3588.288574
	Iteration 11Q: 3 clusters Score -6819262 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -6819707.000000 Penalty: 3588.288574
	Iteration 12Q: 3 clusters Score -6819707 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -6820061.500000 Penalty: 3588.288574
	Iteration 13Q: 3 clusters Score -6820062 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -6820367.000000 Penalty: 3588.288574
	Iteration 14Q: 3 clusters Score -6820367 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -6820647.000000 Penalty: 3588.288574
	Iteration 15Q: 3 clusters Score -6820647 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -6820815.000000 Penalty: 3588.288574
	Iteration 16Q: 3 clusters Score -6820815 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -6821056.000000 Penalty: 3588.288574
	Iteration 17Q: 3 clusters Score -6821056 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -6821254.500000 Penalty: 3588.288574
	Iteration 18Q: 3 clusters Score -6821254 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -6821450.000000 Penalty: 3588.288574
	Iteration 19Q: 3 clusters Score -6821450 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -6821689.500000 Penalty: 3588.288574
	Iteration 20F: 3 clusters Score -6821690 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -6821903.000000 Penalty: 3588.288574
	Iteration 21Q: 3 clusters Score -6821903 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -6822084.000000 Penalty: 3588.288574
	Iteration 22Q: 3 clusters Score -6822084 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -6822276.000000 Penalty: 3588.288574
	Iteration 23Q: 3 clusters Score -6822276 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -6822459.000000 Penalty: 3588.288574
	Iteration 24Q: 3 clusters Score -6822459 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -6822614.500000 Penalty: 3588.288574
	Iteration 25Q: 3 clusters Score -6822614 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -6822781.000000 Penalty: 3588.288574
	Iteration 26Q: 3 clusters Score -6822781 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -6822899.000000 Penalty: 3588.288574
	Iteration 27Q: 3 clusters Score -6822899 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -6823030.500000 Penalty: 3588.288574
	Iteration 28Q: 3 clusters Score -6823030 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -6823170.500000 Penalty: 3588.288574
	Iteration 29Q: 3 clusters Score -6823170 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -6823306.000000 Penalty: 3588.288574
	Iteration 30Q: 3 clusters Score -6823306 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -6823489.500000 Penalty: 3588.288574
	Iteration 31Q: 3 clusters Score -6823490 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -6823604.000000 Penalty: 3588.288574
	Iteration 32Q: 3 clusters Score -6823604 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -6823701.000000 Penalty: 3588.288574
	Iteration 33Q: 3 clusters Score -6823701 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -6823835.500000 Penalty: 3588.288574
	Iteration 34Q: 3 clusters Score -6823836 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -6823983.000000 Penalty: 3588.288574
	Iteration 35Q: 3 clusters Score -6823983 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -6824128.000000 Penalty: 3588.288574
	Iteration 36Q: 3 clusters Score -6824128 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -6824194.500000 Penalty: 3588.288574
	Iteration 37Q: 3 clusters Score -6824194 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -6824283.000000 Penalty: 3588.288574
	Iteration 38Q: 3 clusters Score -6824283 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -6824377.500000 Penalty: 3588.288574
	Iteration 39Q: 3 clusters Score -6824378 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -6824438.000000 Penalty: 3588.288574
	Iteration 40F: 3 clusters Score -6824438 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -6824554.000000 Penalty: 3588.288574
	Iteration 41Q: 3 clusters Score -6824554 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -6824680.500000 Penalty: 3588.288574
	Iteration 42Q: 3 clusters Score -6824680 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -6824816.500000 Penalty: 3588.288574
	Iteration 43Q: 3 clusters Score -6824816 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -6824981.000000 Penalty: 3588.288574
	Iteration 44Q: 3 clusters Score -6824981 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -6825130.000000 Penalty: 3588.288574
	Iteration 45Q: 3 clusters Score -6825130 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -6825240.500000 Penalty: 3588.288574
	Iteration 46Q: 3 clusters Score -6825240 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -6825361.000000 Penalty: 3588.288574
	Iteration 47Q: 3 clusters Score -6825361 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -6825484.000000 Penalty: 3588.288574
	Iteration 48Q: 3 clusters Score -6825484 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -6825603.500000 Penalty: 3588.288574
	Iteration 49Q: 3 clusters Score -6825604 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -6825701.000000 Penalty: 3588.288574
	Iteration 50Q: 3 clusters Score -6825701 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -6825795.000000 Penalty: 3588.288574
	Iteration 51Q: 3 clusters Score -6825795 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -6825849.500000 Penalty: 3588.288574
	Iteration 52Q: 3 clusters Score -6825850 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -6825925.000000 Penalty: 3588.288574
	Iteration 53Q: 3 clusters Score -6825925 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -6825965.500000 Penalty: 3588.288574
	Iteration 54Q: 3 clusters Score -6825966 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -6826027.000000 Penalty: 3588.288574
	Iteration 55Q: 3 clusters Score -6826027 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -6826095.000000 Penalty: 3588.288574
	Iteration 56Q: 3 clusters Score -6826095 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -6826151.500000 Penalty: 3588.288574
	Iteration 57Q: 3 clusters Score -6826152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -6826183.000000 Penalty: 3588.288574
	Iteration 58Q: 3 clusters Score -6826183 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -6826222.500000 Penalty: 3588.288574
	Iteration 59Q: 3 clusters Score -6826222 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -6826233.000000 Penalty: 3588.288574
	Iteration 60F: 3 clusters Score -6826233 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -6826260.000000 Penalty: 3588.288574
	Iteration 61Q: 3 clusters Score -6826260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -6826285.500000 Penalty: 3588.288574
	Iteration 62Q: 3 clusters Score -6826286 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -6826310.000000 Penalty: 3588.288574
	Iteration 63Q: 3 clusters Score -6826310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -6826341.500000 Penalty: 3588.288574
	Iteration 64Q: 3 clusters Score -6826342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -6826354.000000 Penalty: 3588.288574
	Iteration 65Q: 3 clusters Score -6826354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -6826356.000000 Penalty: 3588.288574
	Iteration 66Q: 3 clusters Score -6826356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -6826366.000000 Penalty: 3588.288574
	Iteration 67Q: 3 clusters Score -6826366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -6826362.000000 Penalty: 3588.288574
	Iteration 68Q: 3 clusters Score -6826362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -6826382.500000 Penalty: 3588.288574
	Iteration 69Q: 3 clusters Score -6826382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -6826380.500000 Penalty: 3588.288574
	Iteration 70Q: 3 clusters Score -6826380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -6826404.000000 Penalty: 3588.288574
	Iteration 71Q: 3 clusters Score -6826404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -6826424.500000 Penalty: 3588.288574
	Iteration 72Q: 3 clusters Score -6826424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -6826428.000000 Penalty: 3588.288574
	Iteration 73Q: 3 clusters Score -6826428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -6826436.500000 Penalty: 3588.288574
	Iteration 74Q: 3 clusters Score -6826436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -6826440.000000 Penalty: 3588.288574
	Iteration 75Q: 3 clusters Score -6826440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -6826445.000000 Penalty: 3588.288574
	Iteration 76Q: 3 clusters Score -6826445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -6826447.000000 Penalty: 3588.288574
	Iteration 77Q: 3 clusters Score -6826447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -6826446.500000 Penalty: 3588.288574
	Iteration 78Q: 3 clusters Score -6826446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -6826442.000000 Penalty: 3588.288574
	Iteration 79Q: 3 clusters Score -6826442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -6826446.500000 Penalty: 3588.288574
	Iteration 80F: 3 clusters Score -6826446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -6826450.000000 Penalty: 3588.288574
	Iteration 81Q: 3 clusters Score -6826450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -6826462.500000 Penalty: 3588.288574
	Iteration 82Q: 3 clusters Score -6826462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -6826466.000000 Penalty: 3588.288574
	Iteration 83Q: 3 clusters Score -6826466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -6826468.500000 Penalty: 3588.288574
	Iteration 84Q: 3 clusters Score -6826468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -6826459.500000 Penalty: 3588.288574
	Iteration 85Q: 3 clusters Score -6826460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -6826470.000000 Penalty: 3588.288574
	Iteration 86Q: 3 clusters Score -6826470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -6826484.500000 Penalty: 3588.288574
	Iteration 87Q: 3 clusters Score -6826484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -6826488.000000 Penalty: 3588.288574
	Iteration 88Q: 3 clusters Score -6826488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -6826492.500000 Penalty: 3588.288574
	Iteration 89Q: 3 clusters Score -6826492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -6826496.500000 Penalty: 3588.288574
	Iteration 90Q: 3 clusters Score -6826496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -6826505.500000 Penalty: 3588.288574
	Iteration 91Q: 3 clusters Score -6826506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -6826502.500000 Penalty: 3588.288574
	Iteration 92Q: 3 clusters Score -6826502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -6826508.500000 Penalty: 3588.288574
	Iteration 93Q: 3 clusters Score -6826508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -6826513.500000 Penalty: 3588.288574
	Iteration 94Q: 3 clusters Score -6826514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -6826512.000000 Penalty: 3588.288574
	Iteration 95Q: 3 clusters Score -6826512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -6826497.500000 Penalty: 3588.288574
	Iteration 96Q: 3 clusters Score -6826498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -6826510.000000 Penalty: 3588.288574
	Iteration 97Q: 3 clusters Score -6826510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -6826512.500000 Penalty: 3588.288574
	Iteration 98Q: 3 clusters Score -6826512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -6826517.500000 Penalty: 3588.288574
	Iteration 99Q: 3 clusters Score -6826518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -6826516.500000 Penalty: 3588.288574
	Iteration 100F: 3 clusters Score -6826516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -6826516.000000 Penalty: 3588.288574
	Iteration 101Q: 3 clusters Score -6826516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -6826515.000000 Penalty: 3588.288574
	Iteration 102Q: 3 clusters Score -6826515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -6826514.000000 Penalty: 3588.288574
	Iteration 103Q: 3 clusters Score -6826514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -6826512.000000 Penalty: 3588.288574
	Iteration 104Q: 3 clusters Score -6826512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -6826517.500000 Penalty: 3588.288574
	Iteration 105Q: 3 clusters Score -6826518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -6826503.000000 Penalty: 3588.288574
	Iteration 106Q: 3 clusters Score -6826503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -6826505.000000 Penalty: 3588.288574
	Iteration 107Q: 3 clusters Score -6826505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -6826517.500000 Penalty: 3588.288574
	Iteration 108Q: 3 clusters Score -6826518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -6826519.500000 Penalty: 3588.288574
	Iteration 109Q: 3 clusters Score -6826520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -6826518.500000 Penalty: 3588.288574
	Iteration 110Q: 3 clusters Score -6826518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -6826516.000000 Penalty: 3588.288574
	Iteration 111Q: 3 clusters Score -6826516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -6826526.000000 Penalty: 3588.288574
	Iteration 112Q: 3 clusters Score -6826526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -6826529.500000 Penalty: 3588.288574
	Iteration 113Q: 3 clusters Score -6826530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -6826522.000000 Penalty: 3588.288574
	Iteration 114Q: 3 clusters Score -6826522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -6826517.500000 Penalty: 3588.288574
	Iteration 115Q: 3 clusters Score -6826518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -6826522.000000 Penalty: 3588.288574
	Iteration 116Q: 3 clusters Score -6826522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -6826523.500000 Penalty: 3588.288574
	Iteration 117Q: 3 clusters Score -6826524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -6826523.500000 Penalty: 3588.288574
	Iteration 118F: 3 clusters Score -6826524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -61354.046875 Penalty: 1054.001099
	Iteration 0F: 2 clusters Score -61354.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60189.789062 Penalty: 2108.002197
	Iteration 0F: 3 clusters Score -60189.79 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60465.507812 Penalty: 2108.002197
	Iteration 1F: 3 clusters Score -60465.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60556.710938 Penalty: 2108.002197
	Iteration 2F: 3 clusters Score -60556.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60637.656250 Penalty: 2108.002197
	Iteration 3Q: 3 clusters Score -60637.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60721.476562 Penalty: 2108.002197
	Iteration 4Q: 3 clusters Score -60721.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60802.902344 Penalty: 2108.002197
	Iteration 5F: 3 clusters Score -60802.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60896.734375 Penalty: 2108.002197
	Iteration 6F: 3 clusters Score -60896.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60988.531250 Penalty: 2108.002197
	Iteration 7F: 3 clusters Score -60988.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61164.933594 Penalty: 2108.002197
	Iteration 8F: 3 clusters Score -61164.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61275.453125 Penalty: 2108.002197
	Iteration 9Q: 3 clusters Score -61275.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61356.648438 Penalty: 2108.002197
	Iteration 10Q: 3 clusters Score -61356.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61383.957031 Penalty: 2108.002197
	Iteration 11Q: 3 clusters Score -61383.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61394.066406 Penalty: 2108.002197
	Iteration 12Q: 3 clusters Score -61394.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61402.644531 Penalty: 2108.002197
	Iteration 13Q: 3 clusters Score -61402.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61404.125000 Penalty: 2108.002197
	Iteration 14Q: 3 clusters Score -61404.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61405.191406 Penalty: 2108.002197
	Iteration 15Q: 3 clusters Score -61405.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61405.191406 Penalty: 2108.002197
	Iteration 16F: 3 clusters Score -61405.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222270 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271032 members 
Mstep: Class 14 contains 42497 members 
Mstep: Class 16 contains 86103 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
Score: -93833072.000000 Penalty: 35598.257812
Splitting cluster 9 changes total score from -93834112.000000 to -93833072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -79104.304688 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -79104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77824.414062 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -77824.41 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78011.585938 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -78011.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78061.460938 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -78061.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78091.828125 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -78091.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78102.710938 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -78102.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78115.398438 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -78115.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78129.304688 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -78129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78137.632812 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -78137.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78148.625000 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -78148.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78153.171875 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -78153.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78154.281250 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -78154.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78155.078125 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -78155.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78155.984375 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -78155.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78155.984375 Penalty: 2159.231689
	Iteration 13F: 3 clusters Score -78155.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Entering Unmasked Estep 
Score: -412938.781250 Penalty: 1349.600952
	Iteration 0F: 2 clusters Score -412938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -409608.000000 Penalty: 2699.201904
	Iteration 0F: 3 clusters Score -409608 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -410547.281250 Penalty: 2699.201904
	Iteration 1F: 3 clusters Score -410547.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -410845.062500 Penalty: 2699.201904
	Iteration 2F: 3 clusters Score -410845.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -411166.656250 Penalty: 2699.201904
	Iteration 3F: 3 clusters Score -411166.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -411464.281250 Penalty: 2699.201904
	Iteration 4F: 3 clusters Score -411464.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -411664.406250 Penalty: 2699.201904
	Iteration 5F: 3 clusters Score -411664.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -411824.250000 Penalty: 2699.201904
	Iteration 6Q: 3 clusters Score -411824.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -411933.468750 Penalty: 2699.201904
	Iteration 7Q: 3 clusters Score -411933.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -412007.875000 Penalty: 2699.201904
	Iteration 8Q: 3 clusters Score -412007.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -412072.156250 Penalty: 2699.201904
	Iteration 9Q: 3 clusters Score -412072.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -412121.406250 Penalty: 2699.201904
	Iteration 10Q: 3 clusters Score -412121.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -412160.500000 Penalty: 2699.201904
	Iteration 11Q: 3 clusters Score -412160.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -412203.062500 Penalty: 2699.201904
	Iteration 12Q: 3 clusters Score -412203.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -412248.875000 Penalty: 2699.201904
	Iteration 13Q: 3 clusters Score -412248.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -412278.750000 Penalty: 2699.201904
	Iteration 14Q: 3 clusters Score -412278.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -412300.187500 Penalty: 2699.201904
	Iteration 15Q: 3 clusters Score -412300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -412308.156250 Penalty: 2699.201904
	Iteration 16Q: 3 clusters Score -412308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -412315.281250 Penalty: 2699.201904
	Iteration 17Q: 3 clusters Score -412315.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -412319.718750 Penalty: 2699.201904
	Iteration 18Q: 3 clusters Score -412319.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -412323.031250 Penalty: 2699.201904
	Iteration 19Q: 3 clusters Score -412323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -412325.937500 Penalty: 2699.201904
	Iteration 20F: 3 clusters Score -412325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -412328.406250 Penalty: 2699.201904
	Iteration 21Q: 3 clusters Score -412328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -412331.156250 Penalty: 2699.201904
	Iteration 22Q: 3 clusters Score -412331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -412332.687500 Penalty: 2699.201904
	Iteration 23Q: 3 clusters Score -412332.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -412335.937500 Penalty: 2699.201904
	Iteration 24Q: 3 clusters Score -412335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -412339.406250 Penalty: 2699.201904
	Iteration 25Q: 3 clusters Score -412339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -412342.531250 Penalty: 2699.201904
	Iteration 26Q: 3 clusters Score -412342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -412343.468750 Penalty: 2699.201904
	Iteration 27Q: 3 clusters Score -412343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -412344.625000 Penalty: 2699.201904
	Iteration 28Q: 3 clusters Score -412344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -412346.343750 Penalty: 2699.201904
	Iteration 29Q: 3 clusters Score -412346.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -412347.562500 Penalty: 2699.201904
	Iteration 30Q: 3 clusters Score -412347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -412350.531250 Penalty: 2699.201904
	Iteration 31Q: 3 clusters Score -412350.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -412354.375000 Penalty: 2699.201904
	Iteration 32Q: 3 clusters Score -412354.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -412357.812500 Penalty: 2699.201904
	Iteration 33Q: 3 clusters Score -412357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -412359.812500 Penalty: 2699.201904
	Iteration 34Q: 3 clusters Score -412359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -412360.625000 Penalty: 2699.201904
	Iteration 35Q: 3 clusters Score -412360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -412360.625000 Penalty: 2699.201904
	Iteration 36F: 3 clusters Score -412360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (271032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271032 members 
Entering Unmasked Estep 
Score: -29268120.000000 Penalty: 2032.873779
	Iteration 0F: 2 clusters Score -2.926812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135239 members 
Mstep: Class 2 contains 135793 members 
Entering Unmasked Estep 
Score: -29101414.000000 Penalty: 4065.747559
	Iteration 0F: 3 clusters Score -2.910141e+07 nChanged 131692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131435 members 
Mstep: Class 2 contains 139597 members 
Entering Unmasked Estep 
Score: -29179084.000000 Penalty: 4065.747559
	Iteration 1F: 3 clusters Score -2.917908e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128152 members 
Mstep: Class 2 contains 142880 members 
Entering Unmasked Estep 
Score: -29180354.000000 Penalty: 4065.747559
	Iteration 2Q: 3 clusters Score -2.918035e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 147950 members 
Entering Unmasked Estep 
Score: -29182294.000000 Penalty: 4065.747559
	Iteration 3Q: 3 clusters Score -2.918229e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 155815 members 
Entering Unmasked Estep 
Score: -29185376.000000 Penalty: 4065.747559
	Iteration 4Q: 3 clusters Score -2.918538e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 167919 members 
Entering Unmasked Estep 
Score: -29190866.000000 Penalty: 4065.747559
	Iteration 5Q: 3 clusters Score -2.919087e+07 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 185552 members 
Entering Unmasked Estep 
Score: -29201720.000000 Penalty: 4065.747559
	Iteration 6F: 3 clusters Score -2.920172e+07 nChanged 23262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 208678 members 
Entering Unmasked Estep 
Score: -29219226.000000 Penalty: 4065.747559
	Iteration 7F: 3 clusters Score -2.921923e+07 nChanged 24671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 233265 members 
Entering Unmasked Estep 
Score: -29239582.000000 Penalty: 4065.747559
	Iteration 8F: 3 clusters Score -2.923958e+07 nChanged 18395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 251548 members 
Entering Unmasked Estep 
Score: -29254454.000000 Penalty: 4065.747559
	Iteration 9F: 3 clusters Score -2.925445e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 260611 members 
Entering Unmasked Estep 
Score: -29261860.000000 Penalty: 4065.747559
	Iteration 10Q: 3 clusters Score -2.926186e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 263954 members 
Entering Unmasked Estep 
Score: -29264600.000000 Penalty: 4065.747559
	Iteration 11Q: 3 clusters Score -2.92646e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 265129 members 
Entering Unmasked Estep 
Score: -29265614.000000 Penalty: 4065.747559
	Iteration 12Q: 3 clusters Score -2.926561e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 265591 members 
Entering Unmasked Estep 
Score: -29266112.000000 Penalty: 4065.747559
	Iteration 13Q: 3 clusters Score -2.926611e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 265745 members 
Entering Unmasked Estep 
Score: -29266388.000000 Penalty: 4065.747559
	Iteration 14Q: 3 clusters Score -2.926639e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 265713 members 
Entering Unmasked Estep 
Score: -29266470.000000 Penalty: 4065.747559
	Iteration 15Q: 3 clusters Score -2.926647e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 265603 members 
Entering Unmasked Estep 
Score: -29266496.000000 Penalty: 4065.747559
	Iteration 16Q: 3 clusters Score -2.92665e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 265450 members 
Entering Unmasked Estep 
Score: -29266488.000000 Penalty: 4065.747559
	Iteration 17Q: 3 clusters Score -2.926649e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 265273 members 
Entering Unmasked Estep 
Score: -29266482.000000 Penalty: 4065.747559
	Iteration 18Q: 3 clusters Score -2.926648e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 265092 members 
Entering Unmasked Estep 
Score: -29266400.000000 Penalty: 4065.747559
	Iteration 19Q: 3 clusters Score -2.92664e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 264924 members 
Entering Unmasked Estep 
Score: -29266458.000000 Penalty: 4065.747559
	Iteration 20F: 3 clusters Score -2.926646e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 264748 members 
Entering Unmasked Estep 
Score: -29266416.000000 Penalty: 4065.747559
	Iteration 21Q: 3 clusters Score -2.926642e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 264572 members 
Entering Unmasked Estep 
Score: -29266432.000000 Penalty: 4065.747559
	Iteration 22Q: 3 clusters Score -2.926643e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 264397 members 
Entering Unmasked Estep 
Score: -29266356.000000 Penalty: 4065.747559
	Iteration 23Q: 3 clusters Score -2.926636e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 264224 members 
Entering Unmasked Estep 
Score: -29266416.000000 Penalty: 4065.747559
	Iteration 24Q: 3 clusters Score -2.926642e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 264046 members 
Entering Unmasked Estep 
Score: -29266332.000000 Penalty: 4065.747559
	Iteration 25Q: 3 clusters Score -2.926633e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 263859 members 
Entering Unmasked Estep 
Score: -29266276.000000 Penalty: 4065.747559
	Iteration 26Q: 3 clusters Score -2.926628e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 263653 members 
Entering Unmasked Estep 
Score: -29266214.000000 Penalty: 4065.747559
	Iteration 27Q: 3 clusters Score -2.926621e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 263434 members 
Entering Unmasked Estep 
Score: -29266244.000000 Penalty: 4065.747559
	Iteration 28Q: 3 clusters Score -2.926624e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 263174 members 
Entering Unmasked Estep 
Score: -29266222.000000 Penalty: 4065.747559
	Iteration 29Q: 3 clusters Score -2.926622e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 262877 members 
Entering Unmasked Estep 
Score: -29266214.000000 Penalty: 4065.747559
	Iteration 30Q: 3 clusters Score -2.926621e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 262605 members 
Entering Unmasked Estep 
Score: -29266164.000000 Penalty: 4065.747559
	Iteration 31Q: 3 clusters Score -2.926616e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 262342 members 
Entering Unmasked Estep 
Score: -29266116.000000 Penalty: 4065.747559
	Iteration 32Q: 3 clusters Score -2.926612e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 262087 members 
Entering Unmasked Estep 
Score: -29266078.000000 Penalty: 4065.747559
	Iteration 33Q: 3 clusters Score -2.926608e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 261867 members 
Entering Unmasked Estep 
Score: -29266062.000000 Penalty: 4065.747559
	Iteration 34Q: 3 clusters Score -2.926606e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 261652 members 
Entering Unmasked Estep 
Score: -29266094.000000 Penalty: 4065.747559
	Iteration 35Q: 3 clusters Score -2.926609e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 261455 members 
Entering Unmasked Estep 
Score: -29266030.000000 Penalty: 4065.747559
	Iteration 36Q: 3 clusters Score -2.926603e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 261263 members 
Entering Unmasked Estep 
Score: -29266050.000000 Penalty: 4065.747559
	Iteration 37Q: 3 clusters Score -2.926605e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 261086 members 
Entering Unmasked Estep 
Score: -29266072.000000 Penalty: 4065.747559
	Iteration 38Q: 3 clusters Score -2.926607e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 260916 members 
Entering Unmasked Estep 
Score: -29266038.000000 Penalty: 4065.747559
	Iteration 39Q: 3 clusters Score -2.926604e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 260751 members 
Entering Unmasked Estep 
Score: -29266034.000000 Penalty: 4065.747559
	Iteration 40F: 3 clusters Score -2.926603e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 260564 members 
Entering Unmasked Estep 
Score: -29265980.000000 Penalty: 4065.747559
	Iteration 41Q: 3 clusters Score -2.926598e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 260384 members 
Entering Unmasked Estep 
Score: -29265934.000000 Penalty: 4065.747559
	Iteration 42Q: 3 clusters Score -2.926593e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 260214 members 
Entering Unmasked Estep 
Score: -29265900.000000 Penalty: 4065.747559
	Iteration 43Q: 3 clusters Score -2.92659e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 260037 members 
Entering Unmasked Estep 
Score: -29265820.000000 Penalty: 4065.747559
	Iteration 44Q: 3 clusters Score -2.926582e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 259888 members 
Entering Unmasked Estep 
Score: -29265756.000000 Penalty: 4065.747559
	Iteration 45Q: 3 clusters Score -2.926576e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 259729 members 
Entering Unmasked Estep 
Score: -29265698.000000 Penalty: 4065.747559
	Iteration 46Q: 3 clusters Score -2.92657e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 259571 members 
Entering Unmasked Estep 
Score: -29265674.000000 Penalty: 4065.747559
	Iteration 47Q: 3 clusters Score -2.926567e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 259399 members 
Entering Unmasked Estep 
Score: -29265628.000000 Penalty: 4065.747559
	Iteration 48Q: 3 clusters Score -2.926563e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 259223 members 
Entering Unmasked Estep 
Score: -29265638.000000 Penalty: 4065.747559
	Iteration 49Q: 3 clusters Score -2.926564e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 259042 members 
Entering Unmasked Estep 
Score: -29265660.000000 Penalty: 4065.747559
	Iteration 50Q: 3 clusters Score -2.926566e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 258845 members 
Entering Unmasked Estep 
Score: -29265644.000000 Penalty: 4065.747559
	Iteration 51Q: 3 clusters Score -2.926564e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 258650 members 
Entering Unmasked Estep 
Score: -29265618.000000 Penalty: 4065.747559
	Iteration 52Q: 3 clusters Score -2.926562e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 258455 members 
Entering Unmasked Estep 
Score: -29265546.000000 Penalty: 4065.747559
	Iteration 53Q: 3 clusters Score -2.926555e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 258265 members 
Entering Unmasked Estep 
Score: -29265488.000000 Penalty: 4065.747559
	Iteration 54Q: 3 clusters Score -2.926549e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 258066 members 
Entering Unmasked Estep 
Score: -29265460.000000 Penalty: 4065.747559
	Iteration 55Q: 3 clusters Score -2.926546e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 257890 members 
Entering Unmasked Estep 
Score: -29265430.000000 Penalty: 4065.747559
	Iteration 56Q: 3 clusters Score -2.926543e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 257699 members 
Entering Unmasked Estep 
Score: -29265424.000000 Penalty: 4065.747559
	Iteration 57Q: 3 clusters Score -2.926542e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 257530 members 
Entering Unmasked Estep 
Score: -29265332.000000 Penalty: 4065.747559
	Iteration 58Q: 3 clusters Score -2.926533e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 257350 members 
Entering Unmasked Estep 
Score: -29265276.000000 Penalty: 4065.747559
	Iteration 59Q: 3 clusters Score -2.926528e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 257178 members 
Entering Unmasked Estep 
Score: -29265304.000000 Penalty: 4065.747559
	Iteration 60F: 3 clusters Score -2.92653e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 256993 members 
Entering Unmasked Estep 
Score: -29265304.000000 Penalty: 4065.747559
	Iteration 61Q: 3 clusters Score -2.92653e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 256804 members 
Entering Unmasked Estep 
Score: -29265266.000000 Penalty: 4065.747559
	Iteration 62Q: 3 clusters Score -2.926527e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 256627 members 
Entering Unmasked Estep 
Score: -29265238.000000 Penalty: 4065.747559
	Iteration 63Q: 3 clusters Score -2.926524e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 256440 members 
Entering Unmasked Estep 
Score: -29265232.000000 Penalty: 4065.747559
	Iteration 64Q: 3 clusters Score -2.926523e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 256242 members 
Entering Unmasked Estep 
Score: -29265212.000000 Penalty: 4065.747559
	Iteration 65Q: 3 clusters Score -2.926521e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 256060 members 
Entering Unmasked Estep 
Score: -29265216.000000 Penalty: 4065.747559
	Iteration 66Q: 3 clusters Score -2.926522e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 255902 members 
Entering Unmasked Estep 
Score: -29265176.000000 Penalty: 4065.747559
	Iteration 67Q: 3 clusters Score -2.926518e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 255756 members 
Entering Unmasked Estep 
Score: -29265168.000000 Penalty: 4065.747559
	Iteration 68Q: 3 clusters Score -2.926517e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 255606 members 
Entering Unmasked Estep 
Score: -29265104.000000 Penalty: 4065.747559
	Iteration 69Q: 3 clusters Score -2.92651e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 255469 members 
Entering Unmasked Estep 
Score: -29265024.000000 Penalty: 4065.747559
	Iteration 70Q: 3 clusters Score -2.926502e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 255315 members 
Entering Unmasked Estep 
Score: -29265026.000000 Penalty: 4065.747559
	Iteration 71Q: 3 clusters Score -2.926503e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 255180 members 
Entering Unmasked Estep 
Score: -29265052.000000 Penalty: 4065.747559
	Iteration 72Q: 3 clusters Score -2.926505e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 255021 members 
Entering Unmasked Estep 
Score: -29264978.000000 Penalty: 4065.747559
	Iteration 73Q: 3 clusters Score -2.926498e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 254866 members 
Entering Unmasked Estep 
Score: -29265052.000000 Penalty: 4065.747559
	Iteration 74Q: 3 clusters Score -2.926505e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 254707 members 
Entering Unmasked Estep 
Score: -29265048.000000 Penalty: 4065.747559
	Iteration 75Q: 3 clusters Score -2.926505e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 254538 members 
Entering Unmasked Estep 
Score: -29265016.000000 Penalty: 4065.747559
	Iteration 76Q: 3 clusters Score -2.926502e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 254395 members 
Entering Unmasked Estep 
Score: -29265014.000000 Penalty: 4065.747559
	Iteration 77Q: 3 clusters Score -2.926501e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 254248 members 
Entering Unmasked Estep 
Score: -29264996.000000 Penalty: 4065.747559
	Iteration 78Q: 3 clusters Score -2.9265e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 254081 members 
Entering Unmasked Estep 
Score: -29265004.000000 Penalty: 4065.747559
	Iteration 79Q: 3 clusters Score -2.9265e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 253924 members 
Entering Unmasked Estep 
Score: -29264996.000000 Penalty: 4065.747559
	Iteration 80F: 3 clusters Score -2.9265e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 253771 members 
Entering Unmasked Estep 
Score: -29264986.000000 Penalty: 4065.747559
	Iteration 81Q: 3 clusters Score -2.926499e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 253624 members 
Entering Unmasked Estep 
Score: -29264984.000000 Penalty: 4065.747559
	Iteration 82Q: 3 clusters Score -2.926498e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 253484 members 
Entering Unmasked Estep 
Score: -29264976.000000 Penalty: 4065.747559
	Iteration 83Q: 3 clusters Score -2.926498e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 253349 members 
Entering Unmasked Estep 
Score: -29264948.000000 Penalty: 4065.747559
	Iteration 84Q: 3 clusters Score -2.926495e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 253230 members 
Entering Unmasked Estep 
Score: -29264938.000000 Penalty: 4065.747559
	Iteration 85Q: 3 clusters Score -2.926494e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 253121 members 
Entering Unmasked Estep 
Score: -29264878.000000 Penalty: 4065.747559
	Iteration 86Q: 3 clusters Score -2.926488e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 253028 members 
Entering Unmasked Estep 
Score: -29264826.000000 Penalty: 4065.747559
	Iteration 87Q: 3 clusters Score -2.926483e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 252928 members 
Entering Unmasked Estep 
Score: -29264826.000000 Penalty: 4065.747559
	Iteration 88Q: 3 clusters Score -2.926483e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 252839 members 
Entering Unmasked Estep 
Score: -29264796.000000 Penalty: 4065.747559
	Iteration 89Q: 3 clusters Score -2.92648e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 252750 members 
Entering Unmasked Estep 
Score: -29264770.000000 Penalty: 4065.747559
	Iteration 90Q: 3 clusters Score -2.926477e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 252672 members 
Entering Unmasked Estep 
Score: -29264752.000000 Penalty: 4065.747559
	Iteration 91Q: 3 clusters Score -2.926475e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 252594 members 
Entering Unmasked Estep 
Score: -29264732.000000 Penalty: 4065.747559
	Iteration 92Q: 3 clusters Score -2.926473e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 252515 members 
Entering Unmasked Estep 
Score: -29264722.000000 Penalty: 4065.747559
	Iteration 93Q: 3 clusters Score -2.926472e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 252432 members 
Entering Unmasked Estep 
Score: -29264716.000000 Penalty: 4065.747559
	Iteration 94Q: 3 clusters Score -2.926472e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 252343 members 
Entering Unmasked Estep 
Score: -29264700.000000 Penalty: 4065.747559
	Iteration 95Q: 3 clusters Score -2.92647e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 252247 members 
Entering Unmasked Estep 
Score: -29264664.000000 Penalty: 4065.747559
	Iteration 96Q: 3 clusters Score -2.926466e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 252152 members 
Entering Unmasked Estep 
Score: -29264662.000000 Penalty: 4065.747559
	Iteration 97Q: 3 clusters Score -2.926466e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 252065 members 
Entering Unmasked Estep 
Score: -29264692.000000 Penalty: 4065.747559
	Iteration 98Q: 3 clusters Score -2.926469e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 251974 members 
Entering Unmasked Estep 
Score: -29264690.000000 Penalty: 4065.747559
	Iteration 99Q: 3 clusters Score -2.926469e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 251887 members 
Entering Unmasked Estep 
Score: -29264676.000000 Penalty: 4065.747559
	Iteration 100F: 3 clusters Score -2.926468e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 251804 members 
Entering Unmasked Estep 
Score: -29264650.000000 Penalty: 4065.747559
	Iteration 101Q: 3 clusters Score -2.926465e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 251725 members 
Entering Unmasked Estep 
Score: -29264610.000000 Penalty: 4065.747559
	Iteration 102Q: 3 clusters Score -2.926461e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 251659 members 
Entering Unmasked Estep 
Score: -29264614.000000 Penalty: 4065.747559
	Iteration 103Q: 3 clusters Score -2.926461e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 251577 members 
Entering Unmasked Estep 
Score: -29264598.000000 Penalty: 4065.747559
	Iteration 104Q: 3 clusters Score -2.92646e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 251497 members 
Entering Unmasked Estep 
Score: -29264594.000000 Penalty: 4065.747559
	Iteration 105Q: 3 clusters Score -2.926459e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 251411 members 
Entering Unmasked Estep 
Score: -29264660.000000 Penalty: 4065.747559
	Iteration 106Q: 3 clusters Score -2.926466e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 251329 members 
Entering Unmasked Estep 
Score: -29264636.000000 Penalty: 4065.747559
	Iteration 107Q: 3 clusters Score -2.926464e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 251242 members 
Entering Unmasked Estep 
Score: -29264592.000000 Penalty: 4065.747559
	Iteration 108Q: 3 clusters Score -2.926459e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 251150 members 
Entering Unmasked Estep 
Score: -29264610.000000 Penalty: 4065.747559
	Iteration 109Q: 3 clusters Score -2.926461e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 251056 members 
Entering Unmasked Estep 
Score: -29264596.000000 Penalty: 4065.747559
	Iteration 110Q: 3 clusters Score -2.92646e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 250957 members 
Entering Unmasked Estep 
Score: -29264620.000000 Penalty: 4065.747559
	Iteration 111Q: 3 clusters Score -2.926462e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 250857 members 
Entering Unmasked Estep 
Score: -29264648.000000 Penalty: 4065.747559
	Iteration 112Q: 3 clusters Score -2.926465e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 250754 members 
Entering Unmasked Estep 
Score: -29264678.000000 Penalty: 4065.747559
	Iteration 113Q: 3 clusters Score -2.926468e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 250663 members 
Entering Unmasked Estep 
Score: -29264684.000000 Penalty: 4065.747559
	Iteration 114Q: 3 clusters Score -2.926468e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 250568 members 
Entering Unmasked Estep 
Score: -29264608.000000 Penalty: 4065.747559
	Iteration 115Q: 3 clusters Score -2.926461e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 250489 members 
Entering Unmasked Estep 
Score: -29264654.000000 Penalty: 4065.747559
	Iteration 116Q: 3 clusters Score -2.926465e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 250426 members 
Entering Unmasked Estep 
Score: -29264670.000000 Penalty: 4065.747559
	Iteration 117Q: 3 clusters Score -2.926467e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 250373 members 
Entering Unmasked Estep 
Score: -29264640.000000 Penalty: 4065.747559
	Iteration 118Q: 3 clusters Score -2.926464e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 250313 members 
Entering Unmasked Estep 
Score: -29264636.000000 Penalty: 4065.747559
	Iteration 119Q: 3 clusters Score -2.926464e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 250244 members 
Entering Unmasked Estep 
Score: -29264594.000000 Penalty: 4065.747559
	Iteration 120F: 3 clusters Score -2.926459e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 250178 members 
Entering Unmasked Estep 
Score: -29264612.000000 Penalty: 4065.747559
	Iteration 121Q: 3 clusters Score -2.926461e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 250115 members 
Entering Unmasked Estep 
Score: -29264588.000000 Penalty: 4065.747559
	Iteration 122Q: 3 clusters Score -2.926459e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 250056 members 
Entering Unmasked Estep 
Score: -29264584.000000 Penalty: 4065.747559
	Iteration 123Q: 3 clusters Score -2.926458e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 249994 members 
Entering Unmasked Estep 
Score: -29264598.000000 Penalty: 4065.747559
	Iteration 124Q: 3 clusters Score -2.92646e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 249926 members 
Entering Unmasked Estep 
Score: -29264584.000000 Penalty: 4065.747559
	Iteration 125Q: 3 clusters Score -2.926458e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 249866 members 
Entering Unmasked Estep 
Score: -29264596.000000 Penalty: 4065.747559
	Iteration 126Q: 3 clusters Score -2.92646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 249802 members 
Entering Unmasked Estep 
Score: -29264664.000000 Penalty: 4065.747559
	Iteration 127Q: 3 clusters Score -2.926466e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 249758 members 
Entering Unmasked Estep 
Score: -29264662.000000 Penalty: 4065.747559
	Iteration 128Q: 3 clusters Score -2.926466e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 249713 members 
Entering Unmasked Estep 
Score: -29264650.000000 Penalty: 4065.747559
	Iteration 129Q: 3 clusters Score -2.926465e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 249676 members 
Entering Unmasked Estep 
Score: -29264662.000000 Penalty: 4065.747559
	Iteration 130Q: 3 clusters Score -2.926466e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 249629 members 
Entering Unmasked Estep 
Score: -29264666.000000 Penalty: 4065.747559
	Iteration 131Q: 3 clusters Score -2.926467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 249596 members 
Entering Unmasked Estep 
Score: -29264676.000000 Penalty: 4065.747559
	Iteration 132Q: 3 clusters Score -2.926468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 249562 members 
Entering Unmasked Estep 
Score: -29264674.000000 Penalty: 4065.747559
	Iteration 133Q: 3 clusters Score -2.926467e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 249530 members 
Entering Unmasked Estep 
Score: -29264618.000000 Penalty: 4065.747559
	Iteration 134Q: 3 clusters Score -2.926462e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 249500 members 
Entering Unmasked Estep 
Score: -29264660.000000 Penalty: 4065.747559
	Iteration 135Q: 3 clusters Score -2.926466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 249472 members 
Entering Unmasked Estep 
Score: -29264646.000000 Penalty: 4065.747559
	Iteration 136Q: 3 clusters Score -2.926465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 249439 members 
Entering Unmasked Estep 
Score: -29264630.000000 Penalty: 4065.747559
	Iteration 137Q: 3 clusters Score -2.926463e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 249408 members 
Entering Unmasked Estep 
Score: -29264614.000000 Penalty: 4065.747559
	Iteration 138Q: 3 clusters Score -2.926461e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 249378 members 
Entering Unmasked Estep 
Score: -29264670.000000 Penalty: 4065.747559
	Iteration 139Q: 3 clusters Score -2.926467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 249354 members 
Entering Unmasked Estep 
Score: -29264678.000000 Penalty: 4065.747559
	Iteration 140F: 3 clusters Score -2.926468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 249328 members 
Entering Unmasked Estep 
Score: -29264698.000000 Penalty: 4065.747559
	Iteration 141Q: 3 clusters Score -2.92647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 249294 members 
Entering Unmasked Estep 
Score: -29264676.000000 Penalty: 4065.747559
	Iteration 142Q: 3 clusters Score -2.926468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 249267 members 
Entering Unmasked Estep 
Score: -29264634.000000 Penalty: 4065.747559
	Iteration 143Q: 3 clusters Score -2.926463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 249240 members 
Entering Unmasked Estep 
Score: -29264622.000000 Penalty: 4065.747559
	Iteration 144Q: 3 clusters Score -2.926462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 249214 members 
Entering Unmasked Estep 
Score: -29264612.000000 Penalty: 4065.747559
	Iteration 145Q: 3 clusters Score -2.926461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 249189 members 
Entering Unmasked Estep 
Score: -29264606.000000 Penalty: 4065.747559
	Iteration 146Q: 3 clusters Score -2.926461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 249159 members 
Entering Unmasked Estep 
Score: -29264556.000000 Penalty: 4065.747559
	Iteration 147Q: 3 clusters Score -2.926456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 249128 members 
Entering Unmasked Estep 
Score: -29264572.000000 Penalty: 4065.747559
	Iteration 148Q: 3 clusters Score -2.926457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 249095 members 
Entering Unmasked Estep 
Score: -29264572.000000 Penalty: 4065.747559
	Iteration 149Q: 3 clusters Score -2.926457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 249057 members 
Entering Unmasked Estep 
Score: -29264588.000000 Penalty: 4065.747559
	Iteration 150Q: 3 clusters Score -2.926459e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 249021 members 
Entering Unmasked Estep 
Score: -29264596.000000 Penalty: 4065.747559
	Iteration 151Q: 3 clusters Score -2.92646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 248986 members 
Entering Unmasked Estep 
Score: -29264598.000000 Penalty: 4065.747559
	Iteration 152Q: 3 clusters Score -2.92646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 248952 members 
Entering Unmasked Estep 
Score: -29264588.000000 Penalty: 4065.747559
	Iteration 153Q: 3 clusters Score -2.926459e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 248905 members 
Entering Unmasked Estep 
Score: -29264618.000000 Penalty: 4065.747559
	Iteration 154Q: 3 clusters Score -2.926462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 248865 members 
Entering Unmasked Estep 
Score: -29264590.000000 Penalty: 4065.747559
	Iteration 155Q: 3 clusters Score -2.926459e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 248819 members 
Entering Unmasked Estep 
Score: -29264600.000000 Penalty: 4065.747559
	Iteration 156Q: 3 clusters Score -2.92646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 248780 members 
Entering Unmasked Estep 
Score: -29264604.000000 Penalty: 4065.747559
	Iteration 157Q: 3 clusters Score -2.92646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 248743 members 
Entering Unmasked Estep 
Score: -29264596.000000 Penalty: 4065.747559
	Iteration 158Q: 3 clusters Score -2.92646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 248713 members 
Entering Unmasked Estep 
Score: -29264578.000000 Penalty: 4065.747559
	Iteration 159Q: 3 clusters Score -2.926458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 248687 members 
Entering Unmasked Estep 
Score: -29264572.000000 Penalty: 4065.747559
	Iteration 160F: 3 clusters Score -2.926457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 248668 members 
Entering Unmasked Estep 
Score: -29264562.000000 Penalty: 4065.747559
	Iteration 161Q: 3 clusters Score -2.926456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 248647 members 
Entering Unmasked Estep 
Score: -29264574.000000 Penalty: 4065.747559
	Iteration 162Q: 3 clusters Score -2.926457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 248624 members 
Entering Unmasked Estep 
Score: -29264576.000000 Penalty: 4065.747559
	Iteration 163Q: 3 clusters Score -2.926458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 248605 members 
Entering Unmasked Estep 
Score: -29264564.000000 Penalty: 4065.747559
	Iteration 164Q: 3 clusters Score -2.926456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 248587 members 
Entering Unmasked Estep 
Score: -29264572.000000 Penalty: 4065.747559
	Iteration 165Q: 3 clusters Score -2.926457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 248565 members 
Entering Unmasked Estep 
Score: -29264552.000000 Penalty: 4065.747559
	Iteration 166Q: 3 clusters Score -2.926455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 248547 members 
Entering Unmasked Estep 
Score: -29264558.000000 Penalty: 4065.747559
	Iteration 167Q: 3 clusters Score -2.926456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 248529 members 
Entering Unmasked Estep 
Score: -29264556.000000 Penalty: 4065.747559
	Iteration 168Q: 3 clusters Score -2.926456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 248506 members 
Entering Unmasked Estep 
Score: -29264548.000000 Penalty: 4065.747559
	Iteration 169Q: 3 clusters Score -2.926455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 248486 members 
Entering Unmasked Estep 
Score: -29264560.000000 Penalty: 4065.747559
	Iteration 170Q: 3 clusters Score -2.926456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 248466 members 
Entering Unmasked Estep 
Score: -29264544.000000 Penalty: 4065.747559
	Iteration 171Q: 3 clusters Score -2.926454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 248448 members 
Entering Unmasked Estep 
Score: -29264542.000000 Penalty: 4065.747559
	Iteration 172Q: 3 clusters Score -2.926454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 248436 members 
Entering Unmasked Estep 
Score: -29264526.000000 Penalty: 4065.747559
	Iteration 173Q: 3 clusters Score -2.926453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 248426 members 
Entering Unmasked Estep 
Score: -29264532.000000 Penalty: 4065.747559
	Iteration 174Q: 3 clusters Score -2.926453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 248419 members 
Entering Unmasked Estep 
Score: -29264508.000000 Penalty: 4065.747559
	Iteration 175Q: 3 clusters Score -2.926451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 248410 members 
Entering Unmasked Estep 
Score: -29264526.000000 Penalty: 4065.747559
	Iteration 176Q: 3 clusters Score -2.926453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 248403 members 
Entering Unmasked Estep 
Score: -29264526.000000 Penalty: 4065.747559
	Iteration 177Q: 3 clusters Score -2.926453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 248399 members 
Entering Unmasked Estep 
Score: -29264528.000000 Penalty: 4065.747559
	Iteration 178Q: 3 clusters Score -2.926453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 248392 members 
Entering Unmasked Estep 
Score: -29264534.000000 Penalty: 4065.747559
	Iteration 179Q: 3 clusters Score -2.926453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 248387 members 
Entering Unmasked Estep 
Score: -29264548.000000 Penalty: 4065.747559
	Iteration 180F: 3 clusters Score -2.926455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 248382 members 
Entering Unmasked Estep 
Score: -29264544.000000 Penalty: 4065.747559
	Iteration 181Q: 3 clusters Score -2.926454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 248379 members 
Entering Unmasked Estep 
Score: -29264530.000000 Penalty: 4065.747559
	Iteration 182Q: 3 clusters Score -2.926453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 248378 members 
Entering Unmasked Estep 
Score: -29264532.000000 Penalty: 4065.747559
	Iteration 183Q: 3 clusters Score -2.926453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 248378 members 
Entering Unmasked Estep 
Score: -29264532.000000 Penalty: 4065.747559
	Iteration 184F: 3 clusters Score -2.926453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Entering Unmasked Estep 
Score: -4675436.000000 Penalty: 1731.793091
	Iteration 0F: 2 clusters Score -4675436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4647109.500000 Penalty: 3463.586182
	Iteration 0F: 3 clusters Score -4647110 nChanged 19722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4658183.000000 Penalty: 3463.586182
	Iteration 1F: 3 clusters Score -4658183 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4658879.500000 Penalty: 3463.586182
	Iteration 2Q: 3 clusters Score -4658880 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4659901.000000 Penalty: 3463.586182
	Iteration 3F: 3 clusters Score -4659901 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4661514.500000 Penalty: 3463.586182
	Iteration 4F: 3 clusters Score -4661514 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -4663757.500000 Penalty: 3463.586182
	Iteration 5F: 3 clusters Score -4663758 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4666256.000000 Penalty: 3463.586182
	Iteration 6F: 3 clusters Score -4666256 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4668291.000000 Penalty: 3463.586182
	Iteration 7F: 3 clusters Score -4668291 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -4669553.000000 Penalty: 3463.586182
	Iteration 8Q: 3 clusters Score -4669553 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -4670264.500000 Penalty: 3463.586182
	Iteration 9Q: 3 clusters Score -4670264 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -4670650.500000 Penalty: 3463.586182
	Iteration 10Q: 3 clusters Score -4670650 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -4670929.000000 Penalty: 3463.586182
	Iteration 11Q: 3 clusters Score -4670929 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4671177.500000 Penalty: 3463.586182
	Iteration 12Q: 3 clusters Score -4671178 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4671406.500000 Penalty: 3463.586182
	Iteration 13Q: 3 clusters Score -4671406 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -4671647.000000 Penalty: 3463.586182
	Iteration 14Q: 3 clusters Score -4671647 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4671835.000000 Penalty: 3463.586182
	Iteration 15Q: 3 clusters Score -4671835 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4672015.500000 Penalty: 3463.586182
	Iteration 16Q: 3 clusters Score -4672016 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4672249.500000 Penalty: 3463.586182
	Iteration 17Q: 3 clusters Score -4672250 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -4672449.500000 Penalty: 3463.586182
	Iteration 18Q: 3 clusters Score -4672450 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4672595.500000 Penalty: 3463.586182
	Iteration 19Q: 3 clusters Score -4672596 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4672714.000000 Penalty: 3463.586182
	Iteration 20F: 3 clusters Score -4672714 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4672760.500000 Penalty: 3463.586182
	Iteration 21Q: 3 clusters Score -4672760 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4672829.000000 Penalty: 3463.586182
	Iteration 22Q: 3 clusters Score -4672829 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4672901.500000 Penalty: 3463.586182
	Iteration 23Q: 3 clusters Score -4672902 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4672926.000000 Penalty: 3463.586182
	Iteration 24Q: 3 clusters Score -4672926 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4672981.000000 Penalty: 3463.586182
	Iteration 25Q: 3 clusters Score -4672981 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4673024.000000 Penalty: 3463.586182
	Iteration 26Q: 3 clusters Score -4673024 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4673074.500000 Penalty: 3463.586182
	Iteration 27Q: 3 clusters Score -4673074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4673111.000000 Penalty: 3463.586182
	Iteration 28Q: 3 clusters Score -4673111 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4673166.000000 Penalty: 3463.586182
	Iteration 29Q: 3 clusters Score -4673166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4673204.500000 Penalty: 3463.586182
	Iteration 30Q: 3 clusters Score -4673204 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4673254.500000 Penalty: 3463.586182
	Iteration 31Q: 3 clusters Score -4673254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4673307.000000 Penalty: 3463.586182
	Iteration 32Q: 3 clusters Score -4673307 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4673350.500000 Penalty: 3463.586182
	Iteration 33Q: 3 clusters Score -4673350 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4673355.000000 Penalty: 3463.586182
	Iteration 34Q: 3 clusters Score -4673355 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4673392.500000 Penalty: 3463.586182
	Iteration 35Q: 3 clusters Score -4673392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4673429.000000 Penalty: 3463.586182
	Iteration 36Q: 3 clusters Score -4673429 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4673469.500000 Penalty: 3463.586182
	Iteration 37Q: 3 clusters Score -4673470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4673494.500000 Penalty: 3463.586182
	Iteration 38Q: 3 clusters Score -4673494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4673532.000000 Penalty: 3463.586182
	Iteration 39Q: 3 clusters Score -4673532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4673568.000000 Penalty: 3463.586182
	Iteration 40F: 3 clusters Score -4673568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4673593.500000 Penalty: 3463.586182
	Iteration 41Q: 3 clusters Score -4673594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4673629.500000 Penalty: 3463.586182
	Iteration 42Q: 3 clusters Score -4673630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4673663.500000 Penalty: 3463.586182
	Iteration 43Q: 3 clusters Score -4673664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4673684.000000 Penalty: 3463.586182
	Iteration 44Q: 3 clusters Score -4673684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4673717.500000 Penalty: 3463.586182
	Iteration 45Q: 3 clusters Score -4673718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4673737.000000 Penalty: 3463.586182
	Iteration 46Q: 3 clusters Score -4673737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4673758.000000 Penalty: 3463.586182
	Iteration 47Q: 3 clusters Score -4673758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4673765.000000 Penalty: 3463.586182
	Iteration 48Q: 3 clusters Score -4673765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4673783.000000 Penalty: 3463.586182
	Iteration 49Q: 3 clusters Score -4673783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4673797.500000 Penalty: 3463.586182
	Iteration 50Q: 3 clusters Score -4673798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4673806.000000 Penalty: 3463.586182
	Iteration 51Q: 3 clusters Score -4673806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4673804.500000 Penalty: 3463.586182
	Iteration 52Q: 3 clusters Score -4673804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4673812.500000 Penalty: 3463.586182
	Iteration 53Q: 3 clusters Score -4673812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4673817.500000 Penalty: 3463.586182
	Iteration 54Q: 3 clusters Score -4673818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4673823.000000 Penalty: 3463.586182
	Iteration 55Q: 3 clusters Score -4673823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4673828.000000 Penalty: 3463.586182
	Iteration 56Q: 3 clusters Score -4673828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4673829.500000 Penalty: 3463.586182
	Iteration 57Q: 3 clusters Score -4673830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4673836.500000 Penalty: 3463.586182
	Iteration 58Q: 3 clusters Score -4673836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4673849.000000 Penalty: 3463.586182
	Iteration 59Q: 3 clusters Score -4673849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4673848.500000 Penalty: 3463.586182
	Iteration 60F: 3 clusters Score -4673848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4673848.500000 Penalty: 3463.586182
	Iteration 61Q: 3 clusters Score -4673848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4673857.500000 Penalty: 3463.586182
	Iteration 62Q: 3 clusters Score -4673858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4673859.500000 Penalty: 3463.586182
	Iteration 63Q: 3 clusters Score -4673860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4673866.000000 Penalty: 3463.586182
	Iteration 64Q: 3 clusters Score -4673866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4673865.500000 Penalty: 3463.586182
	Iteration 65Q: 3 clusters Score -4673866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4673863.000000 Penalty: 3463.586182
	Iteration 66Q: 3 clusters Score -4673863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4673865.000000 Penalty: 3463.586182
	Iteration 67Q: 3 clusters Score -4673865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4673863.500000 Penalty: 3463.586182
	Iteration 68Q: 3 clusters Score -4673864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4673863.500000 Penalty: 3463.586182
	Iteration 69F: 3 clusters Score -4673864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Entering Unmasked Estep 
Score: -9411919.000000 Penalty: 1846.536133
	Iteration 0F: 2 clusters Score -9411919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -9354274.000000 Penalty: 3693.072266
	Iteration 0F: 3 clusters Score -9354274 nChanged 41076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -9377609.000000 Penalty: 3693.072266
	Iteration 1F: 3 clusters Score -9377609 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -9378057.000000 Penalty: 3693.072266
	Iteration 2Q: 3 clusters Score -9378057 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -9378413.000000 Penalty: 3693.072266
	Iteration 3Q: 3 clusters Score -9378413 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -9378852.000000 Penalty: 3693.072266
	Iteration 4Q: 3 clusters Score -9378852 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -9379439.000000 Penalty: 3693.072266
	Iteration 5Q: 3 clusters Score -9379439 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -9380334.000000 Penalty: 3693.072266
	Iteration 6Q: 3 clusters Score -9380334 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -9381830.000000 Penalty: 3693.072266
	Iteration 7Q: 3 clusters Score -9381830 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -9384781.000000 Penalty: 3693.072266
	Iteration 8F: 3 clusters Score -9384781 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -9390073.000000 Penalty: 3693.072266
	Iteration 9F: 3 clusters Score -9390073 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -9397139.000000 Penalty: 3693.072266
	Iteration 10F: 3 clusters Score -9397139 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -9403931.000000 Penalty: 3693.072266
	Iteration 11F: 3 clusters Score -9403931 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -9408043.000000 Penalty: 3693.072266
	Iteration 12Q: 3 clusters Score -9408043 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -9409585.000000 Penalty: 3693.072266
	Iteration 13Q: 3 clusters Score -9409585 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -9410039.000000 Penalty: 3693.072266
	Iteration 14Q: 3 clusters Score -9410039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -9410165.000000 Penalty: 3693.072266
	Iteration 15Q: 3 clusters Score -9410165 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -9410231.000000 Penalty: 3693.072266
	Iteration 16Q: 3 clusters Score -9410231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 85895 members 
Entering Unmasked Estep 
Score: -9410264.000000 Penalty: 3693.072266
	Iteration 17Q: 3 clusters Score -9410264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -9410288.000000 Penalty: 3693.072266
	Iteration 18Q: 3 clusters Score -9410288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -9410305.000000 Penalty: 3693.072266
	Iteration 19Q: 3 clusters Score -9410305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -9410313.000000 Penalty: 3693.072266
	Iteration 20F: 3 clusters Score -9410313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -9410315.000000 Penalty: 3693.072266
	Iteration 21Q: 3 clusters Score -9410315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -9410319.000000 Penalty: 3693.072266
	Iteration 22Q: 3 clusters Score -9410319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -9410330.000000 Penalty: 3693.072266
	Iteration 23Q: 3 clusters Score -9410330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -9410334.000000 Penalty: 3693.072266
	Iteration 24Q: 3 clusters Score -9410334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -9410333.000000 Penalty: 3693.072266
	Iteration 25Q: 3 clusters Score -9410333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -9410329.000000 Penalty: 3693.072266
	Iteration 26Q: 3 clusters Score -9410329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -9410329.000000 Penalty: 3693.072266
	Iteration 27F: 3 clusters Score -9410329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Entering Unmasked Estep 
Score: -4366937.500000 Penalty: 1726.041016
	Iteration 0F: 2 clusters Score -4366938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -4339241.500000 Penalty: 3452.082031
	Iteration 0F: 3 clusters Score -4339242 nChanged 19356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4350223.000000 Penalty: 3452.082031
	Iteration 1F: 3 clusters Score -4350223 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -4350734.500000 Penalty: 3452.082031
	Iteration 2Q: 3 clusters Score -4350734 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4351307.000000 Penalty: 3452.082031
	Iteration 3Q: 3 clusters Score -4351307 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4351978.500000 Penalty: 3452.082031
	Iteration 4Q: 3 clusters Score -4351978 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4352718.000000 Penalty: 3452.082031
	Iteration 5Q: 3 clusters Score -4352718 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4353709.500000 Penalty: 3452.082031
	Iteration 6F: 3 clusters Score -4353710 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -4354901.000000 Penalty: 3452.082031
	Iteration 7F: 3 clusters Score -4354901 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -4356323.000000 Penalty: 3452.082031
	Iteration 8F: 3 clusters Score -4356323 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4357924.500000 Penalty: 3452.082031
	Iteration 9F: 3 clusters Score -4357924 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -4359591.000000 Penalty: 3452.082031
	Iteration 10F: 3 clusters Score -4359591 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4361178.500000 Penalty: 3452.082031
	Iteration 11F: 3 clusters Score -4361178 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -4362574.000000 Penalty: 3452.082031
	Iteration 12Q: 3 clusters Score -4362574 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -4363618.500000 Penalty: 3452.082031
	Iteration 13Q: 3 clusters Score -4363618 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -4364323.500000 Penalty: 3452.082031
	Iteration 14Q: 3 clusters Score -4364324 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4364815.500000 Penalty: 3452.082031
	Iteration 15Q: 3 clusters Score -4364816 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -4365118.500000 Penalty: 3452.082031
	Iteration 16Q: 3 clusters Score -4365118 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -4365319.000000 Penalty: 3452.082031
	Iteration 17Q: 3 clusters Score -4365319 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -4365448.500000 Penalty: 3452.082031
	Iteration 18Q: 3 clusters Score -4365448 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4365536.500000 Penalty: 3452.082031
	Iteration 19Q: 3 clusters Score -4365536 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -4365600.000000 Penalty: 3452.082031
	Iteration 20F: 3 clusters Score -4365600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -4365657.500000 Penalty: 3452.082031
	Iteration 21Q: 3 clusters Score -4365658 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4365709.000000 Penalty: 3452.082031
	Iteration 22Q: 3 clusters Score -4365709 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -4365745.000000 Penalty: 3452.082031
	Iteration 23Q: 3 clusters Score -4365745 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -4365762.500000 Penalty: 3452.082031
	Iteration 24Q: 3 clusters Score -4365762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -4365777.000000 Penalty: 3452.082031
	Iteration 25Q: 3 clusters Score -4365777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -4365798.000000 Penalty: 3452.082031
	Iteration 26Q: 3 clusters Score -4365798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -4365812.000000 Penalty: 3452.082031
	Iteration 27Q: 3 clusters Score -4365812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -4365832.000000 Penalty: 3452.082031
	Iteration 28Q: 3 clusters Score -4365832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -4365836.000000 Penalty: 3452.082031
	Iteration 29Q: 3 clusters Score -4365836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -4365842.500000 Penalty: 3452.082031
	Iteration 30Q: 3 clusters Score -4365842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -4365853.000000 Penalty: 3452.082031
	Iteration 31Q: 3 clusters Score -4365853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -4365859.500000 Penalty: 3452.082031
	Iteration 32Q: 3 clusters Score -4365860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -4365864.500000 Penalty: 3452.082031
	Iteration 33Q: 3 clusters Score -4365864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -4365869.500000 Penalty: 3452.082031
	Iteration 34Q: 3 clusters Score -4365870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -4365886.000000 Penalty: 3452.082031
	Iteration 35Q: 3 clusters Score -4365886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -4365884.500000 Penalty: 3452.082031
	Iteration 36Q: 3 clusters Score -4365884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -4365888.500000 Penalty: 3452.082031
	Iteration 37Q: 3 clusters Score -4365888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -4365892.000000 Penalty: 3452.082031
	Iteration 38Q: 3 clusters Score -4365892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -4365901.000000 Penalty: 3452.082031
	Iteration 39Q: 3 clusters Score -4365901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4365897.500000 Penalty: 3452.082031
	Iteration 40F: 3 clusters Score -4365898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4365903.000000 Penalty: 3452.082031
	Iteration 41Q: 3 clusters Score -4365903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -4365904.500000 Penalty: 3452.082031
	Iteration 42Q: 3 clusters Score -4365904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -4365902.000000 Penalty: 3452.082031
	Iteration 43Q: 3 clusters Score -4365902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -4365906.500000 Penalty: 3452.082031
	Iteration 44Q: 3 clusters Score -4365906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4365906.500000 Penalty: 3452.082031
	Iteration 45Q: 3 clusters Score -4365906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -4365905.000000 Penalty: 3452.082031
	Iteration 46Q: 3 clusters Score -4365905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4365907.000000 Penalty: 3452.082031
	Iteration 47Q: 3 clusters Score -4365907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4365907.000000 Penalty: 3452.082031
	Iteration 48Q: 3 clusters Score -4365907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -4365905.000000 Penalty: 3452.082031
	Iteration 49Q: 3 clusters Score -4365905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -4365909.500000 Penalty: 3452.082031
	Iteration 50Q: 3 clusters Score -4365910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -4365912.000000 Penalty: 3452.082031
	Iteration 51Q: 3 clusters Score -4365912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -4365915.500000 Penalty: 3452.082031
	Iteration 52Q: 3 clusters Score -4365916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -4365918.000000 Penalty: 3452.082031
	Iteration 53Q: 3 clusters Score -4365918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -4365913.500000 Penalty: 3452.082031
	Iteration 54Q: 3 clusters Score -4365914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4365914.500000 Penalty: 3452.082031
	Iteration 55Q: 3 clusters Score -4365914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4365915.000000 Penalty: 3452.082031
	Iteration 56Q: 3 clusters Score -4365915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -4365918.500000 Penalty: 3452.082031
	Iteration 57Q: 3 clusters Score -4365918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -4365916.000000 Penalty: 3452.082031
	Iteration 58Q: 3 clusters Score -4365916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -4365920.500000 Penalty: 3452.082031
	Iteration 59Q: 3 clusters Score -4365920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -4365921.500000 Penalty: 3452.082031
	Iteration 60F: 3 clusters Score -4365922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -4365922.000000 Penalty: 3452.082031
	Iteration 61Q: 3 clusters Score -4365922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -4365922.000000 Penalty: 3452.082031
	Iteration 62F: 3 clusters Score -4365922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222270 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271032 members 
Mstep: Class 14 contains 42497 members 
Mstep: Class 16 contains 86103 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834128.000000 Penalty: 33373.367188
Iteration 199Q: 16 clusters Score -9.383413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50831 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222269 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271031 members 
Mstep: Class 14 contains 42498 members 
Mstep: Class 16 contains 86103 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834128.000000 Penalty: 33373.367188
Iteration 200F: 16 clusters Score -9.383413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50831 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222267 members 
Mstep: Class 5 contains 56179 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62372 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271032 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86104 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834120.000000 Penalty: 33373.367188
Iteration 201Q: 16 clusters Score -9.383412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50831 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222265 members 
Mstep: Class 5 contains 56180 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271030 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86106 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 202Q: 16 clusters Score -9.38341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50833 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222264 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271027 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86107 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834104.000000 Penalty: 33373.367188
Iteration 203Q: 16 clusters Score -9.38341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50833 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222263 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271028 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86107 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 204Q: 16 clusters Score -9.38341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50834 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222262 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271028 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86107 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834096.000000 Penalty: 33373.367188
Iteration 205Q: 16 clusters Score -9.38341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50838 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222257 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62373 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271029 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86107 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834064.000000 Penalty: 33373.367188
Iteration 206Q: 16 clusters Score -9.383406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 50843 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222252 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62372 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271029 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86107 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 207Q: 16 clusters Score -9.383405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 50846 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222248 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271031 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86107 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 208Q: 16 clusters Score -9.383405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 50851 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222244 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271030 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86107 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 209Q: 16 clusters Score -9.383405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 50854 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222241 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271030 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86107 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834040.000000 Penalty: 33373.367188
Iteration 210Q: 16 clusters Score -9.383404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 50855 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222238 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271029 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86109 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834040.000000 Penalty: 33373.367188
Iteration 211Q: 16 clusters Score -9.383404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50856 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222237 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271029 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86110 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834032.000000 Penalty: 33373.367188
Iteration 212Q: 16 clusters Score -9.383403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 50858 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222235 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271030 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86110 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834056.000000 Penalty: 33373.367188
Iteration 213Q: 16 clusters Score -9.383406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 50859 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222230 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271031 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86112 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 214Q: 16 clusters Score -9.383405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 50859 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222224 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271033 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86114 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834008.000000 Penalty: 33373.367188
Iteration 215Q: 16 clusters Score -9.383401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 50860 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222218 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271037 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86115 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834032.000000 Penalty: 33373.367188
Iteration 216Q: 16 clusters Score -9.383403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 50861 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222216 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62369 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271038 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86115 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834048.000000 Penalty: 33373.367188
Iteration 217Q: 16 clusters Score -9.383405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 50862 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222216 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62368 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271038 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86115 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834064.000000 Penalty: 33373.367188
Iteration 218Q: 16 clusters Score -9.383406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 50862 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222216 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62368 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271038 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86115 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834064.000000 Penalty: 33373.367188
Iteration 219F: 16 clusters Score -9.383406e+07 nChanged 0
Entering ConstructFrom: 
Score: -93834064.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (37109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Entering Unmasked Estep 
Score: -4084938.250000 Penalty: 1709.762451
	Iteration 0F: 2 clusters Score -4084938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4059984.250000 Penalty: 3419.524902
	Iteration 0F: 3 clusters Score -4059984 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4069793.000000 Penalty: 3419.524902
	Iteration 1F: 3 clusters Score -4069793 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4070371.250000 Penalty: 3419.524902
	Iteration 2Q: 3 clusters Score -4070371 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4071036.750000 Penalty: 3419.524902
	Iteration 3Q: 3 clusters Score -4071037 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4071940.750000 Penalty: 3419.524902
	Iteration 4Q: 3 clusters Score -4071941 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -4073108.000000 Penalty: 3419.524902
	Iteration 5F: 3 clusters Score -4073108 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4074645.250000 Penalty: 3419.524902
	Iteration 6F: 3 clusters Score -4074645 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4076402.500000 Penalty: 3419.524902
	Iteration 7F: 3 clusters Score -4076402 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -4078075.500000 Penalty: 3419.524902
	Iteration 8F: 3 clusters Score -4078076 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -4079494.750000 Penalty: 3419.524902
	Iteration 9Q: 3 clusters Score -4079495 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -4080535.000000 Penalty: 3419.524902
	Iteration 10Q: 3 clusters Score -4080535 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4081217.500000 Penalty: 3419.524902
	Iteration 11Q: 3 clusters Score -4081218 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4081677.500000 Penalty: 3419.524902
	Iteration 12Q: 3 clusters Score -4081678 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4082013.750000 Penalty: 3419.524902
	Iteration 13Q: 3 clusters Score -4082014 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4082264.500000 Penalty: 3419.524902
	Iteration 14Q: 3 clusters Score -4082264 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4082453.750000 Penalty: 3419.524902
	Iteration 15Q: 3 clusters Score -4082454 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4082592.500000 Penalty: 3419.524902
	Iteration 16Q: 3 clusters Score -4082592 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4082743.250000 Penalty: 3419.524902
	Iteration 17Q: 3 clusters Score -4082743 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4082860.250000 Penalty: 3419.524902
	Iteration 18Q: 3 clusters Score -4082860 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4082934.250000 Penalty: 3419.524902
	Iteration 19Q: 3 clusters Score -4082934 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4083011.750000 Penalty: 3419.524902
	Iteration 20F: 3 clusters Score -4083012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -4083060.250000 Penalty: 3419.524902
	Iteration 21Q: 3 clusters Score -4083060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -4083100.750000 Penalty: 3419.524902
	Iteration 22Q: 3 clusters Score -4083101 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4083146.000000 Penalty: 3419.524902
	Iteration 23Q: 3 clusters Score -4083146 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4083185.250000 Penalty: 3419.524902
	Iteration 24Q: 3 clusters Score -4083185 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -4083218.250000 Penalty: 3419.524902
	Iteration 25Q: 3 clusters Score -4083218 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4083243.000000 Penalty: 3419.524902
	Iteration 26Q: 3 clusters Score -4083243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -4083271.250000 Penalty: 3419.524902
	Iteration 27Q: 3 clusters Score -4083271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -4083296.000000 Penalty: 3419.524902
	Iteration 28Q: 3 clusters Score -4083296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -4083309.250000 Penalty: 3419.524902
	Iteration 29Q: 3 clusters Score -4083309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4083318.750000 Penalty: 3419.524902
	Iteration 30Q: 3 clusters Score -4083319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4083334.250000 Penalty: 3419.524902
	Iteration 31Q: 3 clusters Score -4083334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4083339.500000 Penalty: 3419.524902
	Iteration 32Q: 3 clusters Score -4083340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4083367.750000 Penalty: 3419.524902
	Iteration 33Q: 3 clusters Score -4083368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4083374.500000 Penalty: 3419.524902
	Iteration 34Q: 3 clusters Score -4083374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4083380.750000 Penalty: 3419.524902
	Iteration 35Q: 3 clusters Score -4083381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4083391.500000 Penalty: 3419.524902
	Iteration 36Q: 3 clusters Score -4083392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4083401.500000 Penalty: 3419.524902
	Iteration 37Q: 3 clusters Score -4083402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4083406.750000 Penalty: 3419.524902
	Iteration 38Q: 3 clusters Score -4083407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -4083411.000000 Penalty: 3419.524902
	Iteration 39Q: 3 clusters Score -4083411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4083413.000000 Penalty: 3419.524902
	Iteration 40F: 3 clusters Score -4083413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -4083423.750000 Penalty: 3419.524902
	Iteration 41Q: 3 clusters Score -4083424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4083421.500000 Penalty: 3419.524902
	Iteration 42Q: 3 clusters Score -4083422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4083425.500000 Penalty: 3419.524902
	Iteration 43Q: 3 clusters Score -4083426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4083431.000000 Penalty: 3419.524902
	Iteration 44Q: 3 clusters Score -4083431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4083432.500000 Penalty: 3419.524902
	Iteration 45Q: 3 clusters Score -4083432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4083439.500000 Penalty: 3419.524902
	Iteration 46Q: 3 clusters Score -4083440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4083439.500000 Penalty: 3419.524902
	Iteration 47Q: 3 clusters Score -4083440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4083445.250000 Penalty: 3419.524902
	Iteration 48Q: 3 clusters Score -4083445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4083459.000000 Penalty: 3419.524902
	Iteration 49Q: 3 clusters Score -4083459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4083465.250000 Penalty: 3419.524902
	Iteration 50Q: 3 clusters Score -4083465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4083471.000000 Penalty: 3419.524902
	Iteration 51Q: 3 clusters Score -4083471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -4083480.250000 Penalty: 3419.524902
	Iteration 52Q: 3 clusters Score -4083480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -4083482.750000 Penalty: 3419.524902
	Iteration 53Q: 3 clusters Score -4083483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4083476.250000 Penalty: 3419.524902
	Iteration 54Q: 3 clusters Score -4083476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4083477.500000 Penalty: 3419.524902
	Iteration 55Q: 3 clusters Score -4083478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -4083476.750000 Penalty: 3419.524902
	Iteration 56Q: 3 clusters Score -4083477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4083481.250000 Penalty: 3419.524902
	Iteration 57Q: 3 clusters Score -4083481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4083476.000000 Penalty: 3419.524902
	Iteration 58Q: 3 clusters Score -4083476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4083481.250000 Penalty: 3419.524902
	Iteration 59Q: 3 clusters Score -4083481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -4083478.250000 Penalty: 3419.524902
	Iteration 60F: 3 clusters Score -4083478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4083479.500000 Penalty: 3419.524902
	Iteration 61Q: 3 clusters Score -4083480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4083487.000000 Penalty: 3419.524902
	Iteration 62Q: 3 clusters Score -4083487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4083493.750000 Penalty: 3419.524902
	Iteration 63Q: 3 clusters Score -4083494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4083491.000000 Penalty: 3419.524902
	Iteration 64Q: 3 clusters Score -4083491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4083494.750000 Penalty: 3419.524902
	Iteration 65Q: 3 clusters Score -4083495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -4083496.500000 Penalty: 3419.524902
	Iteration 66Q: 3 clusters Score -4083496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4083501.000000 Penalty: 3419.524902
	Iteration 67Q: 3 clusters Score -4083501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4083499.000000 Penalty: 3419.524902
	Iteration 68Q: 3 clusters Score -4083499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4083504.750000 Penalty: 3419.524902
	Iteration 69Q: 3 clusters Score -4083505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4083504.000000 Penalty: 3419.524902
	Iteration 70Q: 3 clusters Score -4083504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4083503.250000 Penalty: 3419.524902
	Iteration 71Q: 3 clusters Score -4083503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4083504.250000 Penalty: 3419.524902
	Iteration 72Q: 3 clusters Score -4083504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4083500.500000 Penalty: 3419.524902
	Iteration 73Q: 3 clusters Score -4083500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4083503.250000 Penalty: 3419.524902
	Iteration 74Q: 3 clusters Score -4083503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4083498.000000 Penalty: 3419.524902
	Iteration 75Q: 3 clusters Score -4083498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4083502.500000 Penalty: 3419.524902
	Iteration 76Q: 3 clusters Score -4083502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4083503.000000 Penalty: 3419.524902
	Iteration 77Q: 3 clusters Score -4083503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4083499.500000 Penalty: 3419.524902
	Iteration 78Q: 3 clusters Score -4083500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4083497.500000 Penalty: 3419.524902
	Iteration 79Q: 3 clusters Score -4083498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4083505.000000 Penalty: 3419.524902
	Iteration 80F: 3 clusters Score -4083505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4083503.500000 Penalty: 3419.524902
	Iteration 81Q: 3 clusters Score -4083504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4083504.250000 Penalty: 3419.524902
	Iteration 82Q: 3 clusters Score -4083504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4083511.250000 Penalty: 3419.524902
	Iteration 83Q: 3 clusters Score -4083511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4083515.000000 Penalty: 3419.524902
	Iteration 84Q: 3 clusters Score -4083515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4083517.000000 Penalty: 3419.524902
	Iteration 85Q: 3 clusters Score -4083517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4083519.250000 Penalty: 3419.524902
	Iteration 86Q: 3 clusters Score -4083519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -4083522.250000 Penalty: 3419.524902
	Iteration 87Q: 3 clusters Score -4083522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4083527.000000 Penalty: 3419.524902
	Iteration 88Q: 3 clusters Score -4083527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4083530.250000 Penalty: 3419.524902
	Iteration 89Q: 3 clusters Score -4083530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4083536.250000 Penalty: 3419.524902
	Iteration 90Q: 3 clusters Score -4083536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4083540.750000 Penalty: 3419.524902
	Iteration 91Q: 3 clusters Score -4083541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4083541.250000 Penalty: 3419.524902
	Iteration 92Q: 3 clusters Score -4083541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -4083538.250000 Penalty: 3419.524902
	Iteration 93Q: 3 clusters Score -4083538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -4083542.000000 Penalty: 3419.524902
	Iteration 94Q: 3 clusters Score -4083542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4083542.750000 Penalty: 3419.524902
	Iteration 95Q: 3 clusters Score -4083543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4083546.250000 Penalty: 3419.524902
	Iteration 96Q: 3 clusters Score -4083546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4083546.000000 Penalty: 3419.524902
	Iteration 97Q: 3 clusters Score -4083546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4083550.750000 Penalty: 3419.524902
	Iteration 98Q: 3 clusters Score -4083551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4083550.000000 Penalty: 3419.524902
	Iteration 99Q: 3 clusters Score -4083550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4083553.000000 Penalty: 3419.524902
	Iteration 100F: 3 clusters Score -4083553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4083553.750000 Penalty: 3419.524902
	Iteration 101Q: 3 clusters Score -4083554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4083556.750000 Penalty: 3419.524902
	Iteration 102Q: 3 clusters Score -4083557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4083556.750000 Penalty: 3419.524902
	Iteration 103F: 3 clusters Score -4083557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Entering Unmasked Estep 
Score: -5583420.000000 Penalty: 1760.991577
	Iteration 0F: 2 clusters Score -5583420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -5549178.500000 Penalty: 3521.983154
	Iteration 0F: 3 clusters Score -5549178 nChanged 24009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -5562910.500000 Penalty: 3521.983154
	Iteration 1F: 3 clusters Score -5562910 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5563401.000000 Penalty: 3521.983154
	Iteration 2Q: 3 clusters Score -5563401 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -5564157.000000 Penalty: 3521.983154
	Iteration 3Q: 3 clusters Score -5564157 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -5565511.500000 Penalty: 3521.983154
	Iteration 4F: 3 clusters Score -5565512 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -5567939.000000 Penalty: 3521.983154
	Iteration 5F: 3 clusters Score -5567939 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -5571600.000000 Penalty: 3521.983154
	Iteration 6F: 3 clusters Score -5571600 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5575641.500000 Penalty: 3521.983154
	Iteration 7F: 3 clusters Score -5575642 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -5578776.500000 Penalty: 3521.983154
	Iteration 8F: 3 clusters Score -5578776 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -5580570.500000 Penalty: 3521.983154
	Iteration 9Q: 3 clusters Score -5580570 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -5581386.000000 Penalty: 3521.983154
	Iteration 10Q: 3 clusters Score -5581386 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -5581714.500000 Penalty: 3521.983154
	Iteration 11Q: 3 clusters Score -5581714 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -5581847.000000 Penalty: 3521.983154
	Iteration 12Q: 3 clusters Score -5581847 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -5581928.500000 Penalty: 3521.983154
	Iteration 13Q: 3 clusters Score -5581928 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -5581974.500000 Penalty: 3521.983154
	Iteration 14Q: 3 clusters Score -5581974 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -5582018.500000 Penalty: 3521.983154
	Iteration 15Q: 3 clusters Score -5582018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -5582071.000000 Penalty: 3521.983154
	Iteration 16Q: 3 clusters Score -5582071 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -5582097.500000 Penalty: 3521.983154
	Iteration 17Q: 3 clusters Score -5582098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -5582124.500000 Penalty: 3521.983154
	Iteration 18Q: 3 clusters Score -5582124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -5582145.000000 Penalty: 3521.983154
	Iteration 19Q: 3 clusters Score -5582145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -5582176.500000 Penalty: 3521.983154
	Iteration 20F: 3 clusters Score -5582176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -5582191.000000 Penalty: 3521.983154
	Iteration 21Q: 3 clusters Score -5582191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -5582188.000000 Penalty: 3521.983154
	Iteration 22Q: 3 clusters Score -5582188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -5582202.000000 Penalty: 3521.983154
	Iteration 23Q: 3 clusters Score -5582202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -5582204.500000 Penalty: 3521.983154
	Iteration 24Q: 3 clusters Score -5582204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -5582207.000000 Penalty: 3521.983154
	Iteration 25Q: 3 clusters Score -5582207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -5582223.000000 Penalty: 3521.983154
	Iteration 26Q: 3 clusters Score -5582223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -5582229.500000 Penalty: 3521.983154
	Iteration 27Q: 3 clusters Score -5582230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -5582227.000000 Penalty: 3521.983154
	Iteration 28Q: 3 clusters Score -5582227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -5582232.000000 Penalty: 3521.983154
	Iteration 29Q: 3 clusters Score -5582232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -5582227.500000 Penalty: 3521.983154
	Iteration 30Q: 3 clusters Score -5582228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -5582229.500000 Penalty: 3521.983154
	Iteration 31Q: 3 clusters Score -5582230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -5582226.500000 Penalty: 3521.983154
	Iteration 32Q: 3 clusters Score -5582226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -5582227.500000 Penalty: 3521.983154
	Iteration 33Q: 3 clusters Score -5582228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -5582231.000000 Penalty: 3521.983154
	Iteration 34Q: 3 clusters Score -5582231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -5582226.000000 Penalty: 3521.983154
	Iteration 35Q: 3 clusters Score -5582226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -5582229.000000 Penalty: 3521.983154
	Iteration 36Q: 3 clusters Score -5582229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -5582236.500000 Penalty: 3521.983154
	Iteration 37Q: 3 clusters Score -5582236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -5582236.000000 Penalty: 3521.983154
	Iteration 38Q: 3 clusters Score -5582236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -5582229.500000 Penalty: 3521.983154
	Iteration 39Q: 3 clusters Score -5582230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -5582233.000000 Penalty: 3521.983154
	Iteration 40F: 3 clusters Score -5582233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -5582234.500000 Penalty: 3521.983154
	Iteration 41Q: 3 clusters Score -5582234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -5582234.000000 Penalty: 3521.983154
	Iteration 42Q: 3 clusters Score -5582234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -5582243.500000 Penalty: 3521.983154
	Iteration 43Q: 3 clusters Score -5582244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -5582246.500000 Penalty: 3521.983154
	Iteration 44Q: 3 clusters Score -5582246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -5582251.500000 Penalty: 3521.983154
	Iteration 45Q: 3 clusters Score -5582252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -5582252.000000 Penalty: 3521.983154
	Iteration 46Q: 3 clusters Score -5582252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -5582248.500000 Penalty: 3521.983154
	Iteration 47Q: 3 clusters Score -5582248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -5582252.000000 Penalty: 3521.983154
	Iteration 48Q: 3 clusters Score -5582252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -5582248.500000 Penalty: 3521.983154
	Iteration 49Q: 3 clusters Score -5582248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -5582256.000000 Penalty: 3521.983154
	Iteration 50Q: 3 clusters Score -5582256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -5582254.500000 Penalty: 3521.983154
	Iteration 51Q: 3 clusters Score -5582254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -5582256.500000 Penalty: 3521.983154
	Iteration 52Q: 3 clusters Score -5582256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -5582260.000000 Penalty: 3521.983154
	Iteration 53Q: 3 clusters Score -5582260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -5582255.500000 Penalty: 3521.983154
	Iteration 54Q: 3 clusters Score -5582256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -5582257.000000 Penalty: 3521.983154
	Iteration 55Q: 3 clusters Score -5582257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -5582257.000000 Penalty: 3521.983154
	Iteration 56F: 3 clusters Score -5582257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -176137.703125 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -176137.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -174283.656250 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -174283.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -174695.500000 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -174695.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -174794.078125 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -174794.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -174836.062500 Penalty: 2407.378174
	Iteration 3Q: 3 clusters Score -174836.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -174860.140625 Penalty: 2407.378174
	Iteration 4Q: 3 clusters Score -174860.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -174883.218750 Penalty: 2407.378174
	Iteration 5Q: 3 clusters Score -174883.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -174898.953125 Penalty: 2407.378174
	Iteration 6Q: 3 clusters Score -174899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -174909.390625 Penalty: 2407.378174
	Iteration 7Q: 3 clusters Score -174909.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -174921.890625 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -174921.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -174932.718750 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -174932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -174938.093750 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -174938.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -174943.234375 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -174943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -174946.203125 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -174946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -174949.015625 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -174949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -174949.750000 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -174949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -174949.875000 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -174949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -174949.890625 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -174949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -174950.937500 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -174950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -174951.921875 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -174951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -174954.125000 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -174954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -174957.625000 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -174957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -174960.453125 Penalty: 2407.378174
	Iteration 21Q: 3 clusters Score -174960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -174964.546875 Penalty: 2407.378174
	Iteration 22Q: 3 clusters Score -174964.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -174967.000000 Penalty: 2407.378174
	Iteration 23Q: 3 clusters Score -174967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -174971.640625 Penalty: 2407.378174
	Iteration 24Q: 3 clusters Score -174971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -174974.656250 Penalty: 2407.378174
	Iteration 25Q: 3 clusters Score -174974.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -174976.859375 Penalty: 2407.378174
	Iteration 26Q: 3 clusters Score -174976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -174977.640625 Penalty: 2407.378174
	Iteration 27Q: 3 clusters Score -174977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -174977.828125 Penalty: 2407.378174
	Iteration 28Q: 3 clusters Score -174977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -174978.984375 Penalty: 2407.378174
	Iteration 29Q: 3 clusters Score -174979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -174980.171875 Penalty: 2407.378174
	Iteration 30Q: 3 clusters Score -174980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -174981.375000 Penalty: 2407.378174
	Iteration 31Q: 3 clusters Score -174981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174981.500000 Penalty: 2407.378174
	Iteration 32Q: 3 clusters Score -174981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174981.500000 Penalty: 2407.378174
	Iteration 33F: 3 clusters Score -174981.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222216 members 
Entering Unmasked Estep 
Score: -23980082.000000 Penalty: 2000.603394
	Iteration 0F: 2 clusters Score -2.398008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111255 members 
Mstep: Class 2 contains 110961 members 
Entering Unmasked Estep 
Score: -23836846.000000 Penalty: 4001.206787
	Iteration 0F: 3 clusters Score -2.383685e+07 nChanged 107691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116634 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -23901492.000000 Penalty: 4001.206787
	Iteration 1F: 3 clusters Score -2.390149e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119631 members 
Mstep: Class 2 contains 102585 members 
Entering Unmasked Estep 
Score: -23903000.000000 Penalty: 4001.206787
	Iteration 2Q: 3 clusters Score -2.3903e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -23905620.000000 Penalty: 4001.206787
	Iteration 3Q: 3 clusters Score -2.390562e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131279 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -23909234.000000 Penalty: 4001.206787
	Iteration 4Q: 3 clusters Score -2.390923e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141057 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -23915796.000000 Penalty: 4001.206787
	Iteration 5F: 3 clusters Score -2.39158e+07 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154017 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -23926400.000000 Penalty: 4001.206787
	Iteration 6F: 3 clusters Score -2.39264e+07 nChanged 17151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -23941068.000000 Penalty: 4001.206787
	Iteration 7F: 3 clusters Score -2.394107e+07 nChanged 16182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183878 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -23955526.000000 Penalty: 4001.206787
	Iteration 8F: 3 clusters Score -2.395553e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194938 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -23965006.000000 Penalty: 4001.206787
	Iteration 9F: 3 clusters Score -2.396501e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202179 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -23970700.000000 Penalty: 4001.206787
	Iteration 10Q: 3 clusters Score -2.39707e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207104 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -23973886.000000 Penalty: 4001.206787
	Iteration 11Q: 3 clusters Score -2.397389e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210483 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -23975838.000000 Penalty: 4001.206787
	Iteration 12Q: 3 clusters Score -2.397584e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212993 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -23976906.000000 Penalty: 4001.206787
	Iteration 13Q: 3 clusters Score -2.397691e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214884 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -23977592.000000 Penalty: 4001.206787
	Iteration 14Q: 3 clusters Score -2.397759e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216276 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -23978108.000000 Penalty: 4001.206787
	Iteration 15Q: 3 clusters Score -2.397811e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217350 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -23978600.000000 Penalty: 4001.206787
	Iteration 16Q: 3 clusters Score -2.39786e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218091 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -23978846.000000 Penalty: 4001.206787
	Iteration 17Q: 3 clusters Score -2.397885e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218622 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -23978990.000000 Penalty: 4001.206787
	Iteration 18Q: 3 clusters Score -2.397899e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219018 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -23979076.000000 Penalty: 4001.206787
	Iteration 19Q: 3 clusters Score -2.397908e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219270 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -23979082.000000 Penalty: 4001.206787
	Iteration 20F: 3 clusters Score -2.397908e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219449 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -23979194.000000 Penalty: 4001.206787
	Iteration 21Q: 3 clusters Score -2.397919e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219593 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -23979260.000000 Penalty: 4001.206787
	Iteration 22Q: 3 clusters Score -2.397926e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219703 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -23979310.000000 Penalty: 4001.206787
	Iteration 23Q: 3 clusters Score -2.397931e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219787 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -23979302.000000 Penalty: 4001.206787
	Iteration 24Q: 3 clusters Score -2.39793e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219848 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -23979340.000000 Penalty: 4001.206787
	Iteration 25Q: 3 clusters Score -2.397934e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219883 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -23979336.000000 Penalty: 4001.206787
	Iteration 26Q: 3 clusters Score -2.397934e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219912 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -23979328.000000 Penalty: 4001.206787
	Iteration 27Q: 3 clusters Score -2.397933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219939 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -23979338.000000 Penalty: 4001.206787
	Iteration 28Q: 3 clusters Score -2.397934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219963 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -23979304.000000 Penalty: 4001.206787
	Iteration 29Q: 3 clusters Score -2.39793e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219982 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -23979326.000000 Penalty: 4001.206787
	Iteration 30Q: 3 clusters Score -2.397933e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220001 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -23979322.000000 Penalty: 4001.206787
	Iteration 31Q: 3 clusters Score -2.397932e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220016 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -23979312.000000 Penalty: 4001.206787
	Iteration 32Q: 3 clusters Score -2.397931e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220040 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -23979306.000000 Penalty: 4001.206787
	Iteration 33Q: 3 clusters Score -2.397931e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220065 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -23979312.000000 Penalty: 4001.206787
	Iteration 34Q: 3 clusters Score -2.397931e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220095 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -23979288.000000 Penalty: 4001.206787
	Iteration 35Q: 3 clusters Score -2.397929e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220126 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -23979326.000000 Penalty: 4001.206787
	Iteration 36Q: 3 clusters Score -2.397933e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220141 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -23979326.000000 Penalty: 4001.206787
	Iteration 37Q: 3 clusters Score -2.397933e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220157 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -23979306.000000 Penalty: 4001.206787
	Iteration 38Q: 3 clusters Score -2.397931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220176 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -23979324.000000 Penalty: 4001.206787
	Iteration 39Q: 3 clusters Score -2.397932e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220194 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -23979328.000000 Penalty: 4001.206787
	Iteration 40F: 3 clusters Score -2.397933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220211 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -23979346.000000 Penalty: 4001.206787
	Iteration 41Q: 3 clusters Score -2.397935e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220229 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23979358.000000 Penalty: 4001.206787
	Iteration 42Q: 3 clusters Score -2.397936e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220249 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -23979340.000000 Penalty: 4001.206787
	Iteration 43Q: 3 clusters Score -2.397934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220267 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -23979336.000000 Penalty: 4001.206787
	Iteration 44Q: 3 clusters Score -2.397934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220276 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -23979348.000000 Penalty: 4001.206787
	Iteration 45Q: 3 clusters Score -2.397935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220282 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -23979348.000000 Penalty: 4001.206787
	Iteration 46Q: 3 clusters Score -2.397935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220291 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -23979356.000000 Penalty: 4001.206787
	Iteration 47Q: 3 clusters Score -2.397936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220301 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -23979324.000000 Penalty: 4001.206787
	Iteration 48Q: 3 clusters Score -2.397932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220311 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -23979310.000000 Penalty: 4001.206787
	Iteration 49Q: 3 clusters Score -2.397931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220315 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -23979310.000000 Penalty: 4001.206787
	Iteration 50Q: 3 clusters Score -2.397931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220319 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -23979308.000000 Penalty: 4001.206787
	Iteration 51Q: 3 clusters Score -2.397931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220321 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -23979326.000000 Penalty: 4001.206787
	Iteration 52Q: 3 clusters Score -2.397933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220324 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -23979338.000000 Penalty: 4001.206787
	Iteration 53Q: 3 clusters Score -2.397934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220325 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -23979354.000000 Penalty: 4001.206787
	Iteration 54Q: 3 clusters Score -2.397935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220326 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -23979332.000000 Penalty: 4001.206787
	Iteration 55Q: 3 clusters Score -2.397933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220328 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -23979352.000000 Penalty: 4001.206787
	Iteration 56Q: 3 clusters Score -2.397935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220331 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -23979342.000000 Penalty: 4001.206787
	Iteration 57Q: 3 clusters Score -2.397934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220333 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -23979338.000000 Penalty: 4001.206787
	Iteration 58Q: 3 clusters Score -2.397934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220333 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -23979338.000000 Penalty: 4001.206787
	Iteration 59F: 3 clusters Score -2.397934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Entering Unmasked Estep 
Score: -5919364.000000 Penalty: 1777.154175
	Iteration 0F: 2 clusters Score -5919364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -5881875.500000 Penalty: 3554.308350
	Iteration 0F: 3 clusters Score -5881876 nChanged 26473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -5897016.000000 Penalty: 3554.308350
	Iteration 1F: 3 clusters Score -5897016 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -5897567.500000 Penalty: 3554.308350
	Iteration 2Q: 3 clusters Score -5897568 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -5898081.000000 Penalty: 3554.308350
	Iteration 3Q: 3 clusters Score -5898081 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -5898616.000000 Penalty: 3554.308350
	Iteration 4Q: 3 clusters Score -5898616 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5899190.000000 Penalty: 3554.308350
	Iteration 5Q: 3 clusters Score -5899190 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -5899907.500000 Penalty: 3554.308350
	Iteration 6Q: 3 clusters Score -5899908 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -5900945.000000 Penalty: 3554.308350
	Iteration 7Q: 3 clusters Score -5900945 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -5902345.500000 Penalty: 3554.308350
	Iteration 8Q: 3 clusters Score -5902346 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -5904155.000000 Penalty: 3554.308350
	Iteration 9F: 3 clusters Score -5904155 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5906138.500000 Penalty: 3554.308350
	Iteration 10F: 3 clusters Score -5906138 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5908081.500000 Penalty: 3554.308350
	Iteration 11F: 3 clusters Score -5908082 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -5909734.500000 Penalty: 3554.308350
	Iteration 12Q: 3 clusters Score -5909734 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -5911104.500000 Penalty: 3554.308350
	Iteration 13Q: 3 clusters Score -5911104 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -5912218.500000 Penalty: 3554.308350
	Iteration 14Q: 3 clusters Score -5912218 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -5913171.500000 Penalty: 3554.308350
	Iteration 15Q: 3 clusters Score -5913172 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -5914067.000000 Penalty: 3554.308350
	Iteration 16Q: 3 clusters Score -5914067 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -5914852.000000 Penalty: 3554.308350
	Iteration 17Q: 3 clusters Score -5914852 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -5915463.000000 Penalty: 3554.308350
	Iteration 18Q: 3 clusters Score -5915463 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -5916042.500000 Penalty: 3554.308350
	Iteration 19Q: 3 clusters Score -5916042 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -5916512.000000 Penalty: 3554.308350
	Iteration 20F: 3 clusters Score -5916512 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -5916870.000000 Penalty: 3554.308350
	Iteration 21Q: 3 clusters Score -5916870 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -5917128.000000 Penalty: 3554.308350
	Iteration 22Q: 3 clusters Score -5917128 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -5917364.500000 Penalty: 3554.308350
	Iteration 23Q: 3 clusters Score -5917364 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -5917524.500000 Penalty: 3554.308350
	Iteration 24Q: 3 clusters Score -5917524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -5917595.000000 Penalty: 3554.308350
	Iteration 25Q: 3 clusters Score -5917595 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -5917682.000000 Penalty: 3554.308350
	Iteration 26Q: 3 clusters Score -5917682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -5917744.500000 Penalty: 3554.308350
	Iteration 27Q: 3 clusters Score -5917744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -5917774.500000 Penalty: 3554.308350
	Iteration 28Q: 3 clusters Score -5917774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -5917796.000000 Penalty: 3554.308350
	Iteration 29Q: 3 clusters Score -5917796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -5917798.000000 Penalty: 3554.308350
	Iteration 30Q: 3 clusters Score -5917798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -5917814.000000 Penalty: 3554.308350
	Iteration 31Q: 3 clusters Score -5917814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -5917820.500000 Penalty: 3554.308350
	Iteration 32Q: 3 clusters Score -5917820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -5917828.500000 Penalty: 3554.308350
	Iteration 33Q: 3 clusters Score -5917828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -5917838.000000 Penalty: 3554.308350
	Iteration 34Q: 3 clusters Score -5917838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -5917838.000000 Penalty: 3554.308350
	Iteration 35Q: 3 clusters Score -5917838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -5917848.000000 Penalty: 3554.308350
	Iteration 36Q: 3 clusters Score -5917848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -5917846.500000 Penalty: 3554.308350
	Iteration 37Q: 3 clusters Score -5917846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -5917850.500000 Penalty: 3554.308350
	Iteration 38Q: 3 clusters Score -5917850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -5917846.500000 Penalty: 3554.308350
	Iteration 39Q: 3 clusters Score -5917846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -5917846.500000 Penalty: 3554.308350
	Iteration 40F: 3 clusters Score -5917846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -272584.656250 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -272584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -270127.593750 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -270127.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -270671.750000 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -270671.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -270787.218750 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -270787.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -270862.843750 Penalty: 2552.042725
	Iteration 3Q: 3 clusters Score -270862.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -270927.531250 Penalty: 2552.042725
	Iteration 4Q: 3 clusters Score -270927.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -270973.906250 Penalty: 2552.042725
	Iteration 5Q: 3 clusters Score -270973.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -271013.750000 Penalty: 2552.042725
	Iteration 6Q: 3 clusters Score -271013.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -271050.031250 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -271050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -271086.218750 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -271086.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -271125.218750 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -271125.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -271177.656250 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -271177.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271236.531250 Penalty: 2552.042725
	Iteration 11Q: 3 clusters Score -271236.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -271316.562500 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -271316.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -271386.062500 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -271386.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -271435.093750 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -271435.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -271490.312500 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -271490.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -271550.468750 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -271550.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -271598.781250 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -271598.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -271645.562500 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -271645.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -271684.093750 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -271684.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -271713.812500 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -271713.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -271746.062500 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -271746.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -271776.093750 Penalty: 2552.042725
	Iteration 22Q: 3 clusters Score -271776.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -271797.281250 Penalty: 2552.042725
	Iteration 23Q: 3 clusters Score -271797.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -271815.468750 Penalty: 2552.042725
	Iteration 24Q: 3 clusters Score -271815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -271832.125000 Penalty: 2552.042725
	Iteration 25Q: 3 clusters Score -271832.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -271844.156250 Penalty: 2552.042725
	Iteration 26Q: 3 clusters Score -271844.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -271850.500000 Penalty: 2552.042725
	Iteration 27Q: 3 clusters Score -271850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -271857.593750 Penalty: 2552.042725
	Iteration 28Q: 3 clusters Score -271857.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -271869.656250 Penalty: 2552.042725
	Iteration 29Q: 3 clusters Score -271869.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -271876.218750 Penalty: 2552.042725
	Iteration 30Q: 3 clusters Score -271876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -271877.531250 Penalty: 2552.042725
	Iteration 31Q: 3 clusters Score -271877.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -271877.531250 Penalty: 2552.042725
	Iteration 32F: 3 clusters Score -271877.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Entering Unmasked Estep 
Score: -466393.031250 Penalty: 1362.716064
	Iteration 0F: 2 clusters Score -466393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -462808.250000 Penalty: 2725.432129
	Iteration 0F: 3 clusters Score -462808.2 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -463724.656250 Penalty: 2725.432129
	Iteration 1F: 3 clusters Score -463724.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -463869.750000 Penalty: 2725.432129
	Iteration 2F: 3 clusters Score -463869.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -463984.812500 Penalty: 2725.432129
	Iteration 3Q: 3 clusters Score -463984.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -464095.750000 Penalty: 2725.432129
	Iteration 4Q: 3 clusters Score -464095.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -464179.281250 Penalty: 2725.432129
	Iteration 5Q: 3 clusters Score -464179.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -464244.312500 Penalty: 2725.432129
	Iteration 6Q: 3 clusters Score -464244.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -464311.593750 Penalty: 2725.432129
	Iteration 7Q: 3 clusters Score -464311.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -464363.875000 Penalty: 2725.432129
	Iteration 8Q: 3 clusters Score -464363.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -464409.093750 Penalty: 2725.432129
	Iteration 9Q: 3 clusters Score -464409.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -464446.281250 Penalty: 2725.432129
	Iteration 10Q: 3 clusters Score -464446.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -464482.968750 Penalty: 2725.432129
	Iteration 11Q: 3 clusters Score -464483 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -464528.656250 Penalty: 2725.432129
	Iteration 12Q: 3 clusters Score -464528.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -464574.000000 Penalty: 2725.432129
	Iteration 13Q: 3 clusters Score -464574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -464632.843750 Penalty: 2725.432129
	Iteration 14Q: 3 clusters Score -464632.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -464698.281250 Penalty: 2725.432129
	Iteration 15Q: 3 clusters Score -464698.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -464762.406250 Penalty: 2725.432129
	Iteration 16Q: 3 clusters Score -464762.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -464827.437500 Penalty: 2725.432129
	Iteration 17Q: 3 clusters Score -464827.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -464887.093750 Penalty: 2725.432129
	Iteration 18Q: 3 clusters Score -464887.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -464933.500000 Penalty: 2725.432129
	Iteration 19Q: 3 clusters Score -464933.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -464979.843750 Penalty: 2725.432129
	Iteration 20F: 3 clusters Score -464979.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -465026.500000 Penalty: 2725.432129
	Iteration 21Q: 3 clusters Score -465026.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -465068.281250 Penalty: 2725.432129
	Iteration 22Q: 3 clusters Score -465068.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -465097.000000 Penalty: 2725.432129
	Iteration 23Q: 3 clusters Score -465097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -465125.562500 Penalty: 2725.432129
	Iteration 24Q: 3 clusters Score -465125.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -465143.187500 Penalty: 2725.432129
	Iteration 25Q: 3 clusters Score -465143.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -465159.968750 Penalty: 2725.432129
	Iteration 26Q: 3 clusters Score -465160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -465172.500000 Penalty: 2725.432129
	Iteration 27Q: 3 clusters Score -465172.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -465180.968750 Penalty: 2725.432129
	Iteration 28Q: 3 clusters Score -465181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -465190.562500 Penalty: 2725.432129
	Iteration 29Q: 3 clusters Score -465190.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -465195.125000 Penalty: 2725.432129
	Iteration 30Q: 3 clusters Score -465195.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -465200.750000 Penalty: 2725.432129
	Iteration 31Q: 3 clusters Score -465200.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -465208.000000 Penalty: 2725.432129
	Iteration 32Q: 3 clusters Score -465208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -465213.593750 Penalty: 2725.432129
	Iteration 33Q: 3 clusters Score -465213.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -465216.375000 Penalty: 2725.432129
	Iteration 34Q: 3 clusters Score -465216.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -465220.500000 Penalty: 2725.432129
	Iteration 35Q: 3 clusters Score -465220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -465221.781250 Penalty: 2725.432129
	Iteration 36Q: 3 clusters Score -465221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -465222.968750 Penalty: 2725.432129
	Iteration 37Q: 3 clusters Score -465223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -465223.937500 Penalty: 2725.432129
	Iteration 38Q: 3 clusters Score -465223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -465224.750000 Penalty: 2725.432129
	Iteration 39Q: 3 clusters Score -465224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -465225.156250 Penalty: 2725.432129
	Iteration 40F: 3 clusters Score -465225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -465225.375000 Penalty: 2725.432129
	Iteration 41Q: 3 clusters Score -465225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -465225.812500 Penalty: 2725.432129
	Iteration 42Q: 3 clusters Score -465225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -465225.812500 Penalty: 2725.432129
	Iteration 43F: 3 clusters Score -465225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Entering Unmasked Estep 
Score: -6827149.500000 Penalty: 1794.131226
	Iteration 0F: 2 clusters Score -6827150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -6785527.500000 Penalty: 3588.262451
	Iteration 0F: 3 clusters Score -6785528 nChanged 29382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -6802700.000000 Penalty: 3588.262451
	Iteration 1F: 3 clusters Score -6802700 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6803719.000000 Penalty: 3588.262451
	Iteration 2Q: 3 clusters Score -6803719 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -6805179.500000 Penalty: 3588.262451
	Iteration 3Q: 3 clusters Score -6805180 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -6807159.500000 Penalty: 3588.262451
	Iteration 4F: 3 clusters Score -6807160 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -6809787.500000 Penalty: 3588.262451
	Iteration 5F: 3 clusters Score -6809788 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -6812595.500000 Penalty: 3588.262451
	Iteration 6F: 3 clusters Score -6812596 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -6815228.000000 Penalty: 3588.262451
	Iteration 7F: 3 clusters Score -6815228 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -6817395.500000 Penalty: 3588.262451
	Iteration 8F: 3 clusters Score -6817396 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -6818969.500000 Penalty: 3588.262451
	Iteration 9Q: 3 clusters Score -6818970 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -6820032.000000 Penalty: 3588.262451
	Iteration 10Q: 3 clusters Score -6820032 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -6820736.500000 Penalty: 3588.262451
	Iteration 11Q: 3 clusters Score -6820736 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -6821204.000000 Penalty: 3588.262451
	Iteration 12Q: 3 clusters Score -6821204 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -6821554.000000 Penalty: 3588.262451
	Iteration 13Q: 3 clusters Score -6821554 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -6821925.500000 Penalty: 3588.262451
	Iteration 14Q: 3 clusters Score -6821926 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -6822217.000000 Penalty: 3588.262451
	Iteration 15Q: 3 clusters Score -6822217 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -6822506.500000 Penalty: 3588.262451
	Iteration 16Q: 3 clusters Score -6822506 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -6822831.000000 Penalty: 3588.262451
	Iteration 17Q: 3 clusters Score -6822831 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -6823056.000000 Penalty: 3588.262451
	Iteration 18Q: 3 clusters Score -6823056 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -6823291.500000 Penalty: 3588.262451
	Iteration 19Q: 3 clusters Score -6823292 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -6823503.000000 Penalty: 3588.262451
	Iteration 20F: 3 clusters Score -6823503 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -6823713.000000 Penalty: 3588.262451
	Iteration 21Q: 3 clusters Score -6823713 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -6823932.000000 Penalty: 3588.262451
	Iteration 22Q: 3 clusters Score -6823932 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -6824075.500000 Penalty: 3588.262451
	Iteration 23Q: 3 clusters Score -6824076 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6824329.000000 Penalty: 3588.262451
	Iteration 24Q: 3 clusters Score -6824329 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6824531.000000 Penalty: 3588.262451
	Iteration 25Q: 3 clusters Score -6824531 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6824727.500000 Penalty: 3588.262451
	Iteration 26Q: 3 clusters Score -6824728 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6824829.500000 Penalty: 3588.262451
	Iteration 27Q: 3 clusters Score -6824830 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6824955.500000 Penalty: 3588.262451
	Iteration 28Q: 3 clusters Score -6824956 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6825062.500000 Penalty: 3588.262451
	Iteration 29Q: 3 clusters Score -6825062 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6825141.500000 Penalty: 3588.262451
	Iteration 30Q: 3 clusters Score -6825142 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6825196.000000 Penalty: 3588.262451
	Iteration 31Q: 3 clusters Score -6825196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6825250.000000 Penalty: 3588.262451
	Iteration 32Q: 3 clusters Score -6825250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6825299.500000 Penalty: 3588.262451
	Iteration 33Q: 3 clusters Score -6825300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6825323.000000 Penalty: 3588.262451
	Iteration 34Q: 3 clusters Score -6825323 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6825345.500000 Penalty: 3588.262451
	Iteration 35Q: 3 clusters Score -6825346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6825372.000000 Penalty: 3588.262451
	Iteration 36Q: 3 clusters Score -6825372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6825410.500000 Penalty: 3588.262451
	Iteration 37Q: 3 clusters Score -6825410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6825435.500000 Penalty: 3588.262451
	Iteration 38Q: 3 clusters Score -6825436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6825472.500000 Penalty: 3588.262451
	Iteration 39Q: 3 clusters Score -6825472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6825496.000000 Penalty: 3588.262451
	Iteration 40F: 3 clusters Score -6825496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6825508.000000 Penalty: 3588.262451
	Iteration 41Q: 3 clusters Score -6825508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6825525.500000 Penalty: 3588.262451
	Iteration 42Q: 3 clusters Score -6825526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6825532.500000 Penalty: 3588.262451
	Iteration 43Q: 3 clusters Score -6825532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6825549.500000 Penalty: 3588.262451
	Iteration 44Q: 3 clusters Score -6825550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6825561.500000 Penalty: 3588.262451
	Iteration 45Q: 3 clusters Score -6825562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6825574.500000 Penalty: 3588.262451
	Iteration 46Q: 3 clusters Score -6825574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6825567.500000 Penalty: 3588.262451
	Iteration 47Q: 3 clusters Score -6825568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6825578.000000 Penalty: 3588.262451
	Iteration 48Q: 3 clusters Score -6825578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6825578.000000 Penalty: 3588.262451
	Iteration 49Q: 3 clusters Score -6825578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6825583.500000 Penalty: 3588.262451
	Iteration 50Q: 3 clusters Score -6825584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6825581.500000 Penalty: 3588.262451
	Iteration 51Q: 3 clusters Score -6825582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6825590.500000 Penalty: 3588.262451
	Iteration 52Q: 3 clusters Score -6825590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6825597.000000 Penalty: 3588.262451
	Iteration 53Q: 3 clusters Score -6825597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6825600.500000 Penalty: 3588.262451
	Iteration 54Q: 3 clusters Score -6825600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6825600.000000 Penalty: 3588.262451
	Iteration 55Q: 3 clusters Score -6825600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6825596.500000 Penalty: 3588.262451
	Iteration 56Q: 3 clusters Score -6825596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6825603.000000 Penalty: 3588.262451
	Iteration 57Q: 3 clusters Score -6825603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6825603.000000 Penalty: 3588.262451
	Iteration 58Q: 3 clusters Score -6825603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6825605.500000 Penalty: 3588.262451
	Iteration 59Q: 3 clusters Score -6825606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6825620.500000 Penalty: 3588.262451
	Iteration 60F: 3 clusters Score -6825620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6825627.500000 Penalty: 3588.262451
	Iteration 61Q: 3 clusters Score -6825628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6825633.000000 Penalty: 3588.262451
	Iteration 62Q: 3 clusters Score -6825633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6825638.500000 Penalty: 3588.262451
	Iteration 63Q: 3 clusters Score -6825638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6825636.000000 Penalty: 3588.262451
	Iteration 64Q: 3 clusters Score -6825636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6825646.500000 Penalty: 3588.262451
	Iteration 65Q: 3 clusters Score -6825646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6825650.500000 Penalty: 3588.262451
	Iteration 66Q: 3 clusters Score -6825650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6825656.000000 Penalty: 3588.262451
	Iteration 67Q: 3 clusters Score -6825656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6825651.500000 Penalty: 3588.262451
	Iteration 68Q: 3 clusters Score -6825652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6825654.000000 Penalty: 3588.262451
	Iteration 69Q: 3 clusters Score -6825654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6825645.000000 Penalty: 3588.262451
	Iteration 70Q: 3 clusters Score -6825645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6825642.000000 Penalty: 3588.262451
	Iteration 71Q: 3 clusters Score -6825642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6825651.500000 Penalty: 3588.262451
	Iteration 72Q: 3 clusters Score -6825652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6825656.000000 Penalty: 3588.262451
	Iteration 73Q: 3 clusters Score -6825656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6825680.000000 Penalty: 3588.262451
	Iteration 74Q: 3 clusters Score -6825680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6825683.000000 Penalty: 3588.262451
	Iteration 75Q: 3 clusters Score -6825683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6825688.500000 Penalty: 3588.262451
	Iteration 76Q: 3 clusters Score -6825688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6825687.000000 Penalty: 3588.262451
	Iteration 77Q: 3 clusters Score -6825687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6825689.500000 Penalty: 3588.262451
	Iteration 78Q: 3 clusters Score -6825690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6825693.500000 Penalty: 3588.262451
	Iteration 79Q: 3 clusters Score -6825694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6825686.500000 Penalty: 3588.262451
	Iteration 80F: 3 clusters Score -6825686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -61354.046875 Penalty: 1054.001099
	Iteration 0F: 2 clusters Score -61354.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60177.539062 Penalty: 2108.002197
	Iteration 0F: 3 clusters Score -60177.54 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60501.109375 Penalty: 2108.002197
	Iteration 1F: 3 clusters Score -60501.11 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60698.164062 Penalty: 2108.002197
	Iteration 2F: 3 clusters Score -60698.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60898.589844 Penalty: 2108.002197
	Iteration 3F: 3 clusters Score -60898.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61036.074219 Penalty: 2108.002197
	Iteration 4F: 3 clusters Score -61036.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61111.023438 Penalty: 2108.002197
	Iteration 5Q: 3 clusters Score -61111.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61225.878906 Penalty: 2108.002197
	Iteration 6Q: 3 clusters Score -61225.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61339.027344 Penalty: 2108.002197
	Iteration 7Q: 3 clusters Score -61339.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61393.269531 Penalty: 2108.002197
	Iteration 8Q: 3 clusters Score -61393.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61423.742188 Penalty: 2108.002197
	Iteration 9Q: 3 clusters Score -61423.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61433.605469 Penalty: 2108.002197
	Iteration 10Q: 3 clusters Score -61433.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61438.292969 Penalty: 2108.002197
	Iteration 11Q: 3 clusters Score -61438.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61440.628906 Penalty: 2108.002197
	Iteration 12Q: 3 clusters Score -61440.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61441.726562 Penalty: 2108.002197
	Iteration 13Q: 3 clusters Score -61441.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61441.726562 Penalty: 2108.002197
	Iteration 14F: 3 clusters Score -61441.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 50862 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 222216 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 62368 members 
Mstep: Class 9 contains 360 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 271038 members 
Mstep: Class 14 contains 42499 members 
Mstep: Class 16 contains 86115 members 
Mstep: Class 19 contains 41019 members 
Entering Unmasked Estep 
Score: -93833008.000000 Penalty: 35598.257812
Splitting cluster 9 changes total score from -93834064.000000 to -93833008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -79104.304688 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -79104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -77783.664062 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -77783.66 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77986.023438 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -77986.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78054.421875 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -78054.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78091.617188 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -78091.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78108.671875 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -78108.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -78114.976562 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -78114.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78121.726562 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -78121.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78127.203125 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -78127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78131.750000 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -78131.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78137.953125 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -78137.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78143.898438 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -78143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78146.687500 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -78146.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78150.515625 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -78150.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78153.937500 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -78153.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78158.664062 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -78158.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78174.437500 Penalty: 2159.231689
	Iteration 15Q: 3 clusters Score -78174.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78184.578125 Penalty: 2159.231689
	Iteration 16Q: 3 clusters Score -78184.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78191.835938 Penalty: 2159.231689
	Iteration 17Q: 3 clusters Score -78191.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78194.046875 Penalty: 2159.231689
	Iteration 18Q: 3 clusters Score -78194.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78195.007812 Penalty: 2159.231689
	Iteration 19Q: 3 clusters Score -78195.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78195.007812 Penalty: 2159.231689
	Iteration 20F: 3 clusters Score -78195.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Entering Unmasked Estep 
Score: -412938.781250 Penalty: 1349.600952
	Iteration 0F: 2 clusters Score -412938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -409612.281250 Penalty: 2699.201904
	Iteration 0F: 3 clusters Score -409612.3 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -410784.687500 Penalty: 2699.201904
	Iteration 1F: 3 clusters Score -410784.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -411225.468750 Penalty: 2699.201904
	Iteration 2F: 3 clusters Score -411225.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411525.718750 Penalty: 2699.201904
	Iteration 3F: 3 clusters Score -411525.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -411738.218750 Penalty: 2699.201904
	Iteration 4F: 3 clusters Score -411738.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -411885.250000 Penalty: 2699.201904
	Iteration 5Q: 3 clusters Score -411885.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -412003.218750 Penalty: 2699.201904
	Iteration 6Q: 3 clusters Score -412003.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -412072.437500 Penalty: 2699.201904
	Iteration 7Q: 3 clusters Score -412072.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -412124.625000 Penalty: 2699.201904
	Iteration 8Q: 3 clusters Score -412124.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -412162.562500 Penalty: 2699.201904
	Iteration 9Q: 3 clusters Score -412162.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -412201.062500 Penalty: 2699.201904
	Iteration 10Q: 3 clusters Score -412201.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -412226.031250 Penalty: 2699.201904
	Iteration 11Q: 3 clusters Score -412226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -412247.437500 Penalty: 2699.201904
	Iteration 12Q: 3 clusters Score -412247.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -412263.812500 Penalty: 2699.201904
	Iteration 13Q: 3 clusters Score -412263.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -412271.250000 Penalty: 2699.201904
	Iteration 14Q: 3 clusters Score -412271.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -412277.843750 Penalty: 2699.201904
	Iteration 15Q: 3 clusters Score -412277.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -412283.218750 Penalty: 2699.201904
	Iteration 16Q: 3 clusters Score -412283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -412285.906250 Penalty: 2699.201904
	Iteration 17Q: 3 clusters Score -412285.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -412288.875000 Penalty: 2699.201904
	Iteration 18Q: 3 clusters Score -412288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -412292.625000 Penalty: 2699.201904
	Iteration 19Q: 3 clusters Score -412292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -412295.218750 Penalty: 2699.201904
	Iteration 20F: 3 clusters Score -412295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -412297.531250 Penalty: 2699.201904
	Iteration 21Q: 3 clusters Score -412297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -412300.281250 Penalty: 2699.201904
	Iteration 22Q: 3 clusters Score -412300.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -412302.156250 Penalty: 2699.201904
	Iteration 23Q: 3 clusters Score -412302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -412305.625000 Penalty: 2699.201904
	Iteration 24Q: 3 clusters Score -412305.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -412309.500000 Penalty: 2699.201904
	Iteration 25Q: 3 clusters Score -412309.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -412313.187500 Penalty: 2699.201904
	Iteration 26Q: 3 clusters Score -412313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -412315.156250 Penalty: 2699.201904
	Iteration 27Q: 3 clusters Score -412315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -412318.343750 Penalty: 2699.201904
	Iteration 28Q: 3 clusters Score -412318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -412320.562500 Penalty: 2699.201904
	Iteration 29Q: 3 clusters Score -412320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -412323.156250 Penalty: 2699.201904
	Iteration 30Q: 3 clusters Score -412323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -412326.343750 Penalty: 2699.201904
	Iteration 31Q: 3 clusters Score -412326.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -412329.343750 Penalty: 2699.201904
	Iteration 32Q: 3 clusters Score -412329.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -412332.125000 Penalty: 2699.201904
	Iteration 33Q: 3 clusters Score -412332.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -412335.156250 Penalty: 2699.201904
	Iteration 34Q: 3 clusters Score -412335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -412338.000000 Penalty: 2699.201904
	Iteration 35Q: 3 clusters Score -412338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -412339.812500 Penalty: 2699.201904
	Iteration 36Q: 3 clusters Score -412339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -412340.937500 Penalty: 2699.201904
	Iteration 37Q: 3 clusters Score -412340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -412343.937500 Penalty: 2699.201904
	Iteration 38Q: 3 clusters Score -412343.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -412345.500000 Penalty: 2699.201904
	Iteration 39Q: 3 clusters Score -412345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -412345.156250 Penalty: 2699.201904
	Iteration 40F: 3 clusters Score -412345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -412346.000000 Penalty: 2699.201904
	Iteration 41Q: 3 clusters Score -412346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -412346.000000 Penalty: 2699.201904
	Iteration 42F: 3 clusters Score -412346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (271038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271038 members 
Entering Unmasked Estep 
Score: -29268758.000000 Penalty: 2032.877319
	Iteration 0F: 2 clusters Score -2.926876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135553 members 
Mstep: Class 2 contains 135485 members 
Entering Unmasked Estep 
Score: -29101730.000000 Penalty: 4065.754639
	Iteration 0F: 3 clusters Score -2.910173e+07 nChanged 132300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 129937 members 
Entering Unmasked Estep 
Score: -29182098.000000 Penalty: 4065.754639
	Iteration 1F: 3 clusters Score -2.91821e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144028 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -29184800.000000 Penalty: 4065.754639
	Iteration 2Q: 3 clusters Score -2.91848e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 122452 members 
Entering Unmasked Estep 
Score: -29188828.000000 Penalty: 4065.754639
	Iteration 3Q: 3 clusters Score -2.918883e+07 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 115573 members 
Entering Unmasked Estep 
Score: -29195038.000000 Penalty: 4065.754639
	Iteration 4Q: 3 clusters Score -2.919504e+07 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165078 members 
Mstep: Class 2 contains 105960 members 
Entering Unmasked Estep 
Score: -29205388.000000 Penalty: 4065.754639
	Iteration 5F: 3 clusters Score -2.920539e+07 nChanged 19093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176781 members 
Mstep: Class 2 contains 94257 members 
Entering Unmasked Estep 
Score: -29220970.000000 Penalty: 4065.754639
	Iteration 6F: 3 clusters Score -2.922097e+07 nChanged 19101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187848 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -29236950.000000 Penalty: 4065.754639
	Iteration 7F: 3 clusters Score -2.923695e+07 nChanged 15095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196199 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -29246196.000000 Penalty: 4065.754639
	Iteration 8F: 3 clusters Score -2.92462e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202706 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -29249930.000000 Penalty: 4065.754639
	Iteration 9Q: 3 clusters Score -2.924993e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208530 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -29252178.000000 Penalty: 4065.754639
	Iteration 10Q: 3 clusters Score -2.925218e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213940 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -29253866.000000 Penalty: 4065.754639
	Iteration 11Q: 3 clusters Score -2.925387e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219028 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -29255350.000000 Penalty: 4065.754639
	Iteration 12Q: 3 clusters Score -2.925535e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223913 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -29256616.000000 Penalty: 4065.754639
	Iteration 13Q: 3 clusters Score -2.925662e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228631 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -29257906.000000 Penalty: 4065.754639
	Iteration 14Q: 3 clusters Score -2.925791e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233072 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -29259180.000000 Penalty: 4065.754639
	Iteration 15Q: 3 clusters Score -2.925918e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237379 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -29260154.000000 Penalty: 4065.754639
	Iteration 16Q: 3 clusters Score -2.926015e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241459 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -29261144.000000 Penalty: 4065.754639
	Iteration 17Q: 3 clusters Score -2.926114e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245271 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -29261990.000000 Penalty: 4065.754639
	Iteration 18Q: 3 clusters Score -2.926199e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248894 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -29262896.000000 Penalty: 4065.754639
	Iteration 19Q: 3 clusters Score -2.92629e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252247 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -29263548.000000 Penalty: 4065.754639
	Iteration 20F: 3 clusters Score -2.926355e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255317 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -29264356.000000 Penalty: 4065.754639
	Iteration 21Q: 3 clusters Score -2.926436e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258002 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -29265126.000000 Penalty: 4065.754639
	Iteration 22Q: 3 clusters Score -2.926513e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260295 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -29265632.000000 Penalty: 4065.754639
	Iteration 23Q: 3 clusters Score -2.926563e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262280 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -29266396.000000 Penalty: 4065.754639
	Iteration 24Q: 3 clusters Score -2.92664e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263918 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -29266672.000000 Penalty: 4065.754639
	Iteration 25Q: 3 clusters Score -2.926667e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265232 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -29266778.000000 Penalty: 4065.754639
	Iteration 26Q: 3 clusters Score -2.926678e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266324 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -29266968.000000 Penalty: 4065.754639
	Iteration 27Q: 3 clusters Score -2.926697e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267232 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -29267116.000000 Penalty: 4065.754639
	Iteration 28Q: 3 clusters Score -2.926712e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267923 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -29267188.000000 Penalty: 4065.754639
	Iteration 29Q: 3 clusters Score -2.926719e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268506 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -29267162.000000 Penalty: 4065.754639
	Iteration 30Q: 3 clusters Score -2.926716e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268974 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -29267180.000000 Penalty: 4065.754639
	Iteration 31Q: 3 clusters Score -2.926718e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269326 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -29267152.000000 Penalty: 4065.754639
	Iteration 32Q: 3 clusters Score -2.926715e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269593 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -29267184.000000 Penalty: 4065.754639
	Iteration 33Q: 3 clusters Score -2.926718e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269794 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -29267162.000000 Penalty: 4065.754639
	Iteration 34Q: 3 clusters Score -2.926716e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269946 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -29267246.000000 Penalty: 4065.754639
	Iteration 35Q: 3 clusters Score -2.926725e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270049 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -29267236.000000 Penalty: 4065.754639
	Iteration 36Q: 3 clusters Score -2.926724e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270132 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -29267210.000000 Penalty: 4065.754639
	Iteration 37Q: 3 clusters Score -2.926721e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270188 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -29267224.000000 Penalty: 4065.754639
	Iteration 38Q: 3 clusters Score -2.926722e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270234 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -29267260.000000 Penalty: 4065.754639
	Iteration 39Q: 3 clusters Score -2.926726e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270274 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -29267276.000000 Penalty: 4065.754639
	Iteration 40F: 3 clusters Score -2.926728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270300 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -29267284.000000 Penalty: 4065.754639
	Iteration 41Q: 3 clusters Score -2.926728e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270321 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -29267264.000000 Penalty: 4065.754639
	Iteration 42Q: 3 clusters Score -2.926726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270346 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -29267238.000000 Penalty: 4065.754639
	Iteration 43Q: 3 clusters Score -2.926724e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270371 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -29267264.000000 Penalty: 4065.754639
	Iteration 44Q: 3 clusters Score -2.926726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270387 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -29267260.000000 Penalty: 4065.754639
	Iteration 45Q: 3 clusters Score -2.926726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270406 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -29267248.000000 Penalty: 4065.754639
	Iteration 46Q: 3 clusters Score -2.926725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270417 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -29267254.000000 Penalty: 4065.754639
	Iteration 47Q: 3 clusters Score -2.926725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270426 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -29267264.000000 Penalty: 4065.754639
	Iteration 48Q: 3 clusters Score -2.926726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270438 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -29267276.000000 Penalty: 4065.754639
	Iteration 49Q: 3 clusters Score -2.926728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270438 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -29267272.000000 Penalty: 4065.754639
	Iteration 50Q: 3 clusters Score -2.926727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270440 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29267260.000000 Penalty: 4065.754639
	Iteration 51Q: 3 clusters Score -2.926726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270444 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -29267266.000000 Penalty: 4065.754639
	Iteration 52Q: 3 clusters Score -2.926727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270451 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -29267292.000000 Penalty: 4065.754639
	Iteration 53Q: 3 clusters Score -2.926729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270458 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -29267278.000000 Penalty: 4065.754639
	Iteration 54Q: 3 clusters Score -2.926728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -29267280.000000 Penalty: 4065.754639
	Iteration 55Q: 3 clusters Score -2.926728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270460 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -29267292.000000 Penalty: 4065.754639
	Iteration 56Q: 3 clusters Score -2.926729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -29267310.000000 Penalty: 4065.754639
	Iteration 57Q: 3 clusters Score -2.926731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -29267300.000000 Penalty: 4065.754639
	Iteration 58Q: 3 clusters Score -2.92673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270465 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -29267294.000000 Penalty: 4065.754639
	Iteration 59Q: 3 clusters Score -2.926729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -29267308.000000 Penalty: 4065.754639
	Iteration 60F: 3 clusters Score -2.926731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270467 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -29267300.000000 Penalty: 4065.754639
	Iteration 61Q: 3 clusters Score -2.92673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270466 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29267296.000000 Penalty: 4065.754639
	Iteration 62Q: 3 clusters Score -2.92673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270467 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -29267302.000000 Penalty: 4065.754639
	Iteration 63Q: 3 clusters Score -2.92673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270467 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -29267302.000000 Penalty: 4065.754639
	Iteration 64F: 3 clusters Score -2.92673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Entering Unmasked Estep 
Score: -4675654.500000 Penalty: 1731.800903
	Iteration 0F: 2 clusters Score -4675654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -4647026.500000 Penalty: 3463.601807
	Iteration 0F: 3 clusters Score -4647026 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4658024.500000 Penalty: 3463.601807
	Iteration 1F: 3 clusters Score -4658024 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4658479.500000 Penalty: 3463.601807
	Iteration 2Q: 3 clusters Score -4658480 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4659025.000000 Penalty: 3463.601807
	Iteration 3Q: 3 clusters Score -4659025 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4659741.000000 Penalty: 3463.601807
	Iteration 4Q: 3 clusters Score -4659741 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4660660.500000 Penalty: 3463.601807
	Iteration 5Q: 3 clusters Score -4660660 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4661923.000000 Penalty: 3463.601807
	Iteration 6F: 3 clusters Score -4661923 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -4663584.000000 Penalty: 3463.601807
	Iteration 7F: 3 clusters Score -4663584 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4665631.000000 Penalty: 3463.601807
	Iteration 8F: 3 clusters Score -4665631 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4667885.500000 Penalty: 3463.601807
	Iteration 9F: 3 clusters Score -4667886 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4669804.500000 Penalty: 3463.601807
	Iteration 10F: 3 clusters Score -4669804 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4671186.000000 Penalty: 3463.601807
	Iteration 11Q: 3 clusters Score -4671186 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4672028.000000 Penalty: 3463.601807
	Iteration 12Q: 3 clusters Score -4672028 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -4672584.500000 Penalty: 3463.601807
	Iteration 13Q: 3 clusters Score -4672584 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4672942.000000 Penalty: 3463.601807
	Iteration 14Q: 3 clusters Score -4672942 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4673183.000000 Penalty: 3463.601807
	Iteration 15Q: 3 clusters Score -4673183 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4673373.500000 Penalty: 3463.601807
	Iteration 16Q: 3 clusters Score -4673374 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4673512.500000 Penalty: 3463.601807
	Iteration 17Q: 3 clusters Score -4673512 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4673667.000000 Penalty: 3463.601807
	Iteration 18Q: 3 clusters Score -4673667 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4673772.000000 Penalty: 3463.601807
	Iteration 19Q: 3 clusters Score -4673772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4673861.000000 Penalty: 3463.601807
	Iteration 20F: 3 clusters Score -4673861 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4673914.500000 Penalty: 3463.601807
	Iteration 21Q: 3 clusters Score -4673914 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4673963.500000 Penalty: 3463.601807
	Iteration 22Q: 3 clusters Score -4673964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4673982.000000 Penalty: 3463.601807
	Iteration 23Q: 3 clusters Score -4673982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4674011.000000 Penalty: 3463.601807
	Iteration 24Q: 3 clusters Score -4674011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4674021.500000 Penalty: 3463.601807
	Iteration 25Q: 3 clusters Score -4674022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4674026.500000 Penalty: 3463.601807
	Iteration 26Q: 3 clusters Score -4674026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4674040.500000 Penalty: 3463.601807
	Iteration 27Q: 3 clusters Score -4674040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4674053.000000 Penalty: 3463.601807
	Iteration 28Q: 3 clusters Score -4674053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4674063.000000 Penalty: 3463.601807
	Iteration 29Q: 3 clusters Score -4674063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4674077.500000 Penalty: 3463.601807
	Iteration 30Q: 3 clusters Score -4674078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4674085.500000 Penalty: 3463.601807
	Iteration 31Q: 3 clusters Score -4674086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4674092.000000 Penalty: 3463.601807
	Iteration 32Q: 3 clusters Score -4674092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4674097.500000 Penalty: 3463.601807
	Iteration 33Q: 3 clusters Score -4674098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4674108.000000 Penalty: 3463.601807
	Iteration 34Q: 3 clusters Score -4674108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4674111.500000 Penalty: 3463.601807
	Iteration 35Q: 3 clusters Score -4674112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4674124.000000 Penalty: 3463.601807
	Iteration 36Q: 3 clusters Score -4674124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4674129.500000 Penalty: 3463.601807
	Iteration 37Q: 3 clusters Score -4674130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4674133.000000 Penalty: 3463.601807
	Iteration 38Q: 3 clusters Score -4674133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4674132.500000 Penalty: 3463.601807
	Iteration 39Q: 3 clusters Score -4674132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4674133.500000 Penalty: 3463.601807
	Iteration 40F: 3 clusters Score -4674134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4674138.000000 Penalty: 3463.601807
	Iteration 41Q: 3 clusters Score -4674138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4674137.500000 Penalty: 3463.601807
	Iteration 42Q: 3 clusters Score -4674138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4674144.000000 Penalty: 3463.601807
	Iteration 43Q: 3 clusters Score -4674144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4674143.000000 Penalty: 3463.601807
	Iteration 44Q: 3 clusters Score -4674143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4674144.000000 Penalty: 3463.601807
	Iteration 45Q: 3 clusters Score -4674144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4674144.000000 Penalty: 3463.601807
	Iteration 46Q: 3 clusters Score -4674144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4674143.000000 Penalty: 3463.601807
	Iteration 47Q: 3 clusters Score -4674143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4674141.500000 Penalty: 3463.601807
	Iteration 48Q: 3 clusters Score -4674142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4674141.500000 Penalty: 3463.601807
	Iteration 49F: 3 clusters Score -4674142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Entering Unmasked Estep 
Score: -9413199.000000 Penalty: 1846.558716
	Iteration 0F: 2 clusters Score -9413199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -9355614.000000 Penalty: 3693.117432
	Iteration 0F: 3 clusters Score -9355614 nChanged 40996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -9379195.000000 Penalty: 3693.117432
	Iteration 1F: 3 clusters Score -9379195 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -9379968.000000 Penalty: 3693.117432
	Iteration 2Q: 3 clusters Score -9379968 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -9381117.000000 Penalty: 3693.117432
	Iteration 3Q: 3 clusters Score -9381117 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -9382683.000000 Penalty: 3693.117432
	Iteration 4Q: 3 clusters Score -9382683 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -9385393.000000 Penalty: 3693.117432
	Iteration 5F: 3 clusters Score -9385393 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -9389241.000000 Penalty: 3693.117432
	Iteration 6F: 3 clusters Score -9389241 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -9393993.000000 Penalty: 3693.117432
	Iteration 7F: 3 clusters Score -9393993 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -9398600.000000 Penalty: 3693.117432
	Iteration 8F: 3 clusters Score -9398600 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -9401591.000000 Penalty: 3693.117432
	Iteration 9F: 3 clusters Score -9401591 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -9403050.000000 Penalty: 3693.117432
	Iteration 10Q: 3 clusters Score -9403050 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -9403752.000000 Penalty: 3693.117432
	Iteration 11Q: 3 clusters Score -9403752 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -9404052.000000 Penalty: 3693.117432
	Iteration 12Q: 3 clusters Score -9404052 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -9404366.000000 Penalty: 3693.117432
	Iteration 13Q: 3 clusters Score -9404366 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -9404601.000000 Penalty: 3693.117432
	Iteration 14Q: 3 clusters Score -9404601 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -9404806.000000 Penalty: 3693.117432
	Iteration 15Q: 3 clusters Score -9404806 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -9405002.000000 Penalty: 3693.117432
	Iteration 16Q: 3 clusters Score -9405002 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -9405229.000000 Penalty: 3693.117432
	Iteration 17Q: 3 clusters Score -9405229 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -9405432.000000 Penalty: 3693.117432
	Iteration 18Q: 3 clusters Score -9405432 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -9405718.000000 Penalty: 3693.117432
	Iteration 19Q: 3 clusters Score -9405718 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -9405995.000000 Penalty: 3693.117432
	Iteration 20F: 3 clusters Score -9405995 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -9406294.000000 Penalty: 3693.117432
	Iteration 21Q: 3 clusters Score -9406294 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -9406633.000000 Penalty: 3693.117432
	Iteration 22Q: 3 clusters Score -9406633 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -9406905.000000 Penalty: 3693.117432
	Iteration 23Q: 3 clusters Score -9406905 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -9407290.000000 Penalty: 3693.117432
	Iteration 24Q: 3 clusters Score -9407290 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -9407683.000000 Penalty: 3693.117432
	Iteration 25Q: 3 clusters Score -9407683 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -9408021.000000 Penalty: 3693.117432
	Iteration 26Q: 3 clusters Score -9408021 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -9408346.000000 Penalty: 3693.117432
	Iteration 27Q: 3 clusters Score -9408346 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -9408677.000000 Penalty: 3693.117432
	Iteration 28Q: 3 clusters Score -9408677 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -9408951.000000 Penalty: 3693.117432
	Iteration 29Q: 3 clusters Score -9408951 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -9409202.000000 Penalty: 3693.117432
	Iteration 30Q: 3 clusters Score -9409202 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -9409418.000000 Penalty: 3693.117432
	Iteration 31Q: 3 clusters Score -9409418 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -9409706.000000 Penalty: 3693.117432
	Iteration 32Q: 3 clusters Score -9409706 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -9409922.000000 Penalty: 3693.117432
	Iteration 33Q: 3 clusters Score -9409922 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -9410172.000000 Penalty: 3693.117432
	Iteration 34Q: 3 clusters Score -9410172 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -9410322.000000 Penalty: 3693.117432
	Iteration 35Q: 3 clusters Score -9410322 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -9410520.000000 Penalty: 3693.117432
	Iteration 36Q: 3 clusters Score -9410520 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -9410661.000000 Penalty: 3693.117432
	Iteration 37Q: 3 clusters Score -9410661 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -9410778.000000 Penalty: 3693.117432
	Iteration 38Q: 3 clusters Score -9410778 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -9410901.000000 Penalty: 3693.117432
	Iteration 39Q: 3 clusters Score -9410901 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -9411013.000000 Penalty: 3693.117432
	Iteration 40F: 3 clusters Score -9411013 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -9411122.000000 Penalty: 3693.117432
	Iteration 41Q: 3 clusters Score -9411122 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -9411200.000000 Penalty: 3693.117432
	Iteration 42Q: 3 clusters Score -9411200 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -9411297.000000 Penalty: 3693.117432
	Iteration 43Q: 3 clusters Score -9411297 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9411361.000000 Penalty: 3693.117432
	Iteration 44Q: 3 clusters Score -9411361 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -9411434.000000 Penalty: 3693.117432
	Iteration 45Q: 3 clusters Score -9411434 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -9411523.000000 Penalty: 3693.117432
	Iteration 46Q: 3 clusters Score -9411523 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -9411599.000000 Penalty: 3693.117432
	Iteration 47Q: 3 clusters Score -9411599 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -9411683.000000 Penalty: 3693.117432
	Iteration 48Q: 3 clusters Score -9411683 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9411703.000000 Penalty: 3693.117432
	Iteration 49Q: 3 clusters Score -9411703 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -9411759.000000 Penalty: 3693.117432
	Iteration 50Q: 3 clusters Score -9411759 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9411811.000000 Penalty: 3693.117432
	Iteration 51Q: 3 clusters Score -9411811 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9411870.000000 Penalty: 3693.117432
	Iteration 52Q: 3 clusters Score -9411870 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -9411866.000000 Penalty: 3693.117432
	Iteration 53Q: 3 clusters Score -9411866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83311 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9411898.000000 Penalty: 3693.117432
	Iteration 54Q: 3 clusters Score -9411898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9411903.000000 Penalty: 3693.117432
	Iteration 55Q: 3 clusters Score -9411903 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -9411917.000000 Penalty: 3693.117432
	Iteration 56Q: 3 clusters Score -9411917 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9411933.000000 Penalty: 3693.117432
	Iteration 57Q: 3 clusters Score -9411933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9411946.000000 Penalty: 3693.117432
	Iteration 58Q: 3 clusters Score -9411946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9411935.000000 Penalty: 3693.117432
	Iteration 59Q: 3 clusters Score -9411935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9411949.000000 Penalty: 3693.117432
	Iteration 60F: 3 clusters Score -9411949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9411951.000000 Penalty: 3693.117432
	Iteration 61Q: 3 clusters Score -9411951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9411972.000000 Penalty: 3693.117432
	Iteration 62Q: 3 clusters Score -9411972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9411983.000000 Penalty: 3693.117432
	Iteration 63Q: 3 clusters Score -9411983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9412011.000000 Penalty: 3693.117432
	Iteration 64Q: 3 clusters Score -9412011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9412007.000000 Penalty: 3693.117432
	Iteration 65Q: 3 clusters Score -9412007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9412015.000000 Penalty: 3693.117432
	Iteration 66Q: 3 clusters Score -9412015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9412034.000000 Penalty: 3693.117432
	Iteration 67Q: 3 clusters Score -9412034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9412039.000000 Penalty: 3693.117432
	Iteration 68Q: 3 clusters Score -9412039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9412039.000000 Penalty: 3693.117432
	Iteration 69Q: 3 clusters Score -9412039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9412039.000000 Penalty: 3693.117432
	Iteration 70Q: 3 clusters Score -9412039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9412029.000000 Penalty: 3693.117432
	Iteration 71Q: 3 clusters Score -9412029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -9412042.000000 Penalty: 3693.117432
	Iteration 72Q: 3 clusters Score -9412042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9412034.000000 Penalty: 3693.117432
	Iteration 73Q: 3 clusters Score -9412034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9412031.000000 Penalty: 3693.117432
	Iteration 74Q: 3 clusters Score -9412031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9412032.000000 Penalty: 3693.117432
	Iteration 75Q: 3 clusters Score -9412032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84103 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9412029.000000 Penalty: 3693.117432
	Iteration 76Q: 3 clusters Score -9412029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -9412032.000000 Penalty: 3693.117432
	Iteration 77Q: 3 clusters Score -9412032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9412026.000000 Penalty: 3693.117432
	Iteration 78Q: 3 clusters Score -9412026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9412028.000000 Penalty: 3693.117432
	Iteration 79Q: 3 clusters Score -9412028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9412034.000000 Penalty: 3693.117432
	Iteration 80F: 3 clusters Score -9412034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9412032.000000 Penalty: 3693.117432
	Iteration 81Q: 3 clusters Score -9412032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9412032.000000 Penalty: 3693.117432
	Iteration 82F: 3 clusters Score -9412032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Entering Unmasked Estep 
Score: -4366937.500000 Penalty: 1726.041016
	Iteration 0F: 2 clusters Score -4366938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4339567.500000 Penalty: 3452.082031
	Iteration 0F: 3 clusters Score -4339568 nChanged 18981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -4350280.500000 Penalty: 3452.082031
	Iteration 1F: 3 clusters Score -4350280 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4350764.500000 Penalty: 3452.082031
	Iteration 2Q: 3 clusters Score -4350764 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4351397.500000 Penalty: 3452.082031
	Iteration 3Q: 3 clusters Score -4351398 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -4352114.500000 Penalty: 3452.082031
	Iteration 4Q: 3 clusters Score -4352114 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4353043.500000 Penalty: 3452.082031
	Iteration 5F: 3 clusters Score -4353044 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -4354182.000000 Penalty: 3452.082031
	Iteration 6F: 3 clusters Score -4354182 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4355530.000000 Penalty: 3452.082031
	Iteration 7F: 3 clusters Score -4355530 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4357130.500000 Penalty: 3452.082031
	Iteration 8F: 3 clusters Score -4357130 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4358982.500000 Penalty: 3452.082031
	Iteration 9F: 3 clusters Score -4358982 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4360875.000000 Penalty: 3452.082031
	Iteration 10F: 3 clusters Score -4360875 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4362477.500000 Penalty: 3452.082031
	Iteration 11Q: 3 clusters Score -4362478 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4363677.000000 Penalty: 3452.082031
	Iteration 12Q: 3 clusters Score -4363677 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -4364435.500000 Penalty: 3452.082031
	Iteration 13Q: 3 clusters Score -4364436 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4364902.500000 Penalty: 3452.082031
	Iteration 14Q: 3 clusters Score -4364902 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -4365200.000000 Penalty: 3452.082031
	Iteration 15Q: 3 clusters Score -4365200 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4365371.500000 Penalty: 3452.082031
	Iteration 16Q: 3 clusters Score -4365372 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -4365476.000000 Penalty: 3452.082031
	Iteration 17Q: 3 clusters Score -4365476 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -4365556.500000 Penalty: 3452.082031
	Iteration 18Q: 3 clusters Score -4365556 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -4365619.000000 Penalty: 3452.082031
	Iteration 19Q: 3 clusters Score -4365619 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4365646.500000 Penalty: 3452.082031
	Iteration 20F: 3 clusters Score -4365646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -4365698.000000 Penalty: 3452.082031
	Iteration 21Q: 3 clusters Score -4365698 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -4365744.500000 Penalty: 3452.082031
	Iteration 22Q: 3 clusters Score -4365744 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -4365764.000000 Penalty: 3452.082031
	Iteration 23Q: 3 clusters Score -4365764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -4365790.000000 Penalty: 3452.082031
	Iteration 24Q: 3 clusters Score -4365790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -4365803.500000 Penalty: 3452.082031
	Iteration 25Q: 3 clusters Score -4365804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -4365824.500000 Penalty: 3452.082031
	Iteration 26Q: 3 clusters Score -4365824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -4365830.000000 Penalty: 3452.082031
	Iteration 27Q: 3 clusters Score -4365830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -4365839.000000 Penalty: 3452.082031
	Iteration 28Q: 3 clusters Score -4365839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -4365848.500000 Penalty: 3452.082031
	Iteration 29Q: 3 clusters Score -4365848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4365857.000000 Penalty: 3452.082031
	Iteration 30Q: 3 clusters Score -4365857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -4365859.500000 Penalty: 3452.082031
	Iteration 31Q: 3 clusters Score -4365860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -4365864.500000 Penalty: 3452.082031
	Iteration 32Q: 3 clusters Score -4365864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -4365875.500000 Penalty: 3452.082031
	Iteration 33Q: 3 clusters Score -4365876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -4365871.000000 Penalty: 3452.082031
	Iteration 34Q: 3 clusters Score -4365871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -4365879.000000 Penalty: 3452.082031
	Iteration 35Q: 3 clusters Score -4365879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -4365890.000000 Penalty: 3452.082031
	Iteration 36Q: 3 clusters Score -4365890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -4365901.500000 Penalty: 3452.082031
	Iteration 37Q: 3 clusters Score -4365902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -4365904.500000 Penalty: 3452.082031
	Iteration 38Q: 3 clusters Score -4365904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -4365908.000000 Penalty: 3452.082031
	Iteration 39Q: 3 clusters Score -4365908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -4365912.500000 Penalty: 3452.082031
	Iteration 40F: 3 clusters Score -4365912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4365916.000000 Penalty: 3452.082031
	Iteration 41Q: 3 clusters Score -4365916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -4365916.500000 Penalty: 3452.082031
	Iteration 42Q: 3 clusters Score -4365916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -4365915.000000 Penalty: 3452.082031
	Iteration 43Q: 3 clusters Score -4365915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -4365913.000000 Penalty: 3452.082031
	Iteration 44Q: 3 clusters Score -4365913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4365914.000000 Penalty: 3452.082031
	Iteration 45Q: 3 clusters Score -4365914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -4365918.500000 Penalty: 3452.082031
	Iteration 46Q: 3 clusters Score -4365918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -4365918.000000 Penalty: 3452.082031
	Iteration 47Q: 3 clusters Score -4365918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -4365920.500000 Penalty: 3452.082031
	Iteration 48Q: 3 clusters Score -4365920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -4365922.500000 Penalty: 3452.082031
	Iteration 49Q: 3 clusters Score -4365922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -4365925.000000 Penalty: 3452.082031
	Iteration 50Q: 3 clusters Score -4365925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4365924.000000 Penalty: 3452.082031
	Iteration 51Q: 3 clusters Score -4365924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4365926.500000 Penalty: 3452.082031
	Iteration 52Q: 3 clusters Score -4365926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4365924.500000 Penalty: 3452.082031
	Iteration 53Q: 3 clusters Score -4365924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4365924.500000 Penalty: 3452.082031
	Iteration 54Q: 3 clusters Score -4365924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -4365923.500000 Penalty: 3452.082031
	Iteration 55Q: 3 clusters Score -4365924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -4365921.000000 Penalty: 3452.082031
	Iteration 56Q: 3 clusters Score -4365921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -4365928.000000 Penalty: 3452.082031
	Iteration 57Q: 3 clusters Score -4365928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -4365927.000000 Penalty: 3452.082031
	Iteration 58Q: 3 clusters Score -4365927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -4365925.000000 Penalty: 3452.082031
	Iteration 59Q: 3 clusters Score -4365925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -4365925.000000 Penalty: 3452.082031
	Iteration 60F: 3 clusters Score -4365925 nChanged 0
--- Evaluating fit on full set of 2650478 points ---
Entering Unmasked Estep 
Score: -282289792.000000 Penalty: 36051.234375
20->16 Clusters: Score -282289792.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 883492 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 44312 members 
Mstep: Class 3 contains 44283 members 
Mstep: Class 4 contains 44593 members 
Mstep: Class 5 contains 44214 members 
Mstep: Class 6 contains 44072 members 
Mstep: Class 7 contains 43911 members 
Mstep: Class 8 contains 44401 members 
Mstep: Class 9 contains 44173 members 
Mstep: Class 10 contains 44141 members 
Mstep: Class 11 contains 43927 members 
Mstep: Class 12 contains 44463 members 
Mstep: Class 13 contains 43857 members 
Mstep: Class 14 contains 44397 members 
Mstep: Class 15 contains 44210 members 
Mstep: Class 16 contains 44392 members 
Mstep: Class 17 contains 44025 members 
Mstep: Class 18 contains 44199 members 
Mstep: Class 19 contains 43905 members 
Mstep: Class 20 contains 44209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 618.870361 but Gain 2224.890625
Score: -90790848.000000 Penalty: 42272.929688
Iteration 0F: 20 clusters Score -9.079085e+07 nChanged 836601
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 35397 members 
Mstep: Class 3 contains 104176 members 
Mstep: Class 4 contains 20662 members 
Mstep: Class 5 contains 79993 members 
Mstep: Class 6 contains 36181 members 
Mstep: Class 7 contains 88624 members 
Mstep: Class 8 contains 58358 members 
Mstep: Class 9 contains 26428 members 
Mstep: Class 10 contains 24851 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 36534 members 
Mstep: Class 13 contains 21034 members 
Mstep: Class 14 contains 82164 members 
Mstep: Class 15 contains 39848 members 
Mstep: Class 16 contains 24238 members 
Mstep: Class 18 contains 89876 members 
Mstep: Class 19 contains 35181 members 
Mstep: Class 20 contains 22629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92538672.000000 Penalty: 42272.929688
Iteration 1F: 20 clusters Score -9.253867e+07 nChanged 295345
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 34975 members 
Mstep: Class 3 contains 146535 members 
Mstep: Class 4 contains 14245 members 
Mstep: Class 5 contains 71896 members 
Mstep: Class 6 contains 31992 members 
Mstep: Class 7 contains 89190 members 
Mstep: Class 8 contains 61929 members 
Mstep: Class 9 contains 18412 members 
Mstep: Class 10 contains 22855 members 
Mstep: Class 11 contains 19915 members 
Mstep: Class 12 contains 40232 members 
Mstep: Class 13 contains 13243 members 
Mstep: Class 14 contains 94408 members 
Mstep: Class 15 contains 50611 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 18 contains 73144 members 
Mstep: Class 19 contains 28363 members 
Mstep: Class 20 contains 16119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92963592.000000 Penalty: 42272.929688
Iteration 2F: 20 clusters Score -9.296359e+07 nChanged 228535
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 31889 members 
Mstep: Class 3 contains 219893 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 69692 members 
Mstep: Class 6 contains 21633 members 
Mstep: Class 7 contains 76289 members 
Mstep: Class 8 contains 66821 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 19920 members 
Mstep: Class 11 contains 14401 members 
Mstep: Class 12 contains 36726 members 
Mstep: Class 13 contains 7871 members 
Mstep: Class 14 contains 115008 members 
Mstep: Class 15 contains 52443 members 
Mstep: Class 16 contains 16131 members 
Mstep: Class 18 contains 55552 members 
Mstep: Class 19 contains 19811 members 
Mstep: Class 20 contains 9711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93228792.000000 Penalty: 42272.929688
Iteration 3F: 20 clusters Score -9.322879e+07 nChanged 188961
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 25665 members 
Mstep: Class 3 contains 303834 members 
Mstep: Class 4 contains 5571 members 
Mstep: Class 5 contains 66834 members 
Mstep: Class 6 contains 14308 members 
Mstep: Class 7 contains 62206 members 
Mstep: Class 8 contains 69040 members 
Mstep: Class 9 contains 7378 members 
Mstep: Class 10 contains 15810 members 
Mstep: Class 11 contains 7850 members 
Mstep: Class 12 contains 28526 members 
Mstep: Class 13 contains 4319 members 
Mstep: Class 14 contains 128357 members 
Mstep: Class 15 contains 45548 members 
Mstep: Class 16 contains 11694 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 13627 members 
Mstep: Class 20 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93388880.000000 Penalty: 42272.929688
Iteration 4F: 20 clusters Score -9.338888e+07 nChanged 139120
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 19716 members 
Mstep: Class 3 contains 350747 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 67740 members 
Mstep: Class 6 contains 10319 members 
Mstep: Class 7 contains 52557 members 
Mstep: Class 8 contains 75844 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 14378 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 21276 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 14 contains 135422 members 
Mstep: Class 15 contains 38617 members 
Mstep: Class 16 contains 9143 members 
Mstep: Class 18 contains 40271 members 
Mstep: Class 19 contains 10782 members 
Mstep: Class 20 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1988.733887 but Gain 2224.890625
Score: -93452376.000000 Penalty: 40048.039062
Iteration 5F: 19 clusters Score -9.345238e+07 nChanged 104036
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 15247 members 
Mstep: Class 3 contains 355639 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 74525 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 48598 members 
Mstep: Class 8 contains 88056 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 16368 members 
Mstep: Class 14 contains 142289 members 
Mstep: Class 15 contains 34466 members 
Mstep: Class 16 contains 8232 members 
Mstep: Class 18 contains 40647 members 
Mstep: Class 19 contains 10237 members 
Mstep: Class 20 contains 2857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1439.726074 but Gain 2224.890625
Score: -93513800.000000 Penalty: 37823.148438
Iteration 6F: 18 clusters Score -9.35138e+07 nChanged 75103
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 11686 members 
Mstep: Class 3 contains 343459 members 
Mstep: Class 5 contains 82464 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 50232 members 
Mstep: Class 8 contains 100070 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 13047 members 
Mstep: Class 14 contains 147094 members 
Mstep: Class 15 contains 30842 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 18 contains 41881 members 
Mstep: Class 19 contains 10904 members 
Mstep: Class 20 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93570016.000000 Penalty: 37823.148438
Iteration 7F: 18 clusters Score -9.357002e+07 nChanged 57388
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8959 members 
Mstep: Class 3 contains 326188 members 
Mstep: Class 5 contains 89136 members 
Mstep: Class 6 contains 6069 members 
Mstep: Class 7 contains 54607 members 
Mstep: Class 8 contains 110585 members 
Mstep: Class 9 contains 3270 members 
Mstep: Class 10 contains 19219 members 
Mstep: Class 11 contains 2389 members 
Mstep: Class 12 contains 10343 members 
Mstep: Class 14 contains 150072 members 
Mstep: Class 15 contains 27560 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 18 contains 42949 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93612144.000000 Penalty: 37823.148438
Iteration 8F: 18 clusters Score -9.361214e+07 nChanged 49388
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7089 members 
Mstep: Class 3 contains 307304 members 
Mstep: Class 5 contains 94995 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 59880 members 
Mstep: Class 8 contains 120517 members 
Mstep: Class 9 contains 3119 members 
Mstep: Class 10 contains 21045 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 8045 members 
Mstep: Class 14 contains 151916 members 
Mstep: Class 15 contains 24750 members 
Mstep: Class 16 contains 9319 members 
Mstep: Class 18 contains 43830 members 
Mstep: Class 19 contains 13169 members 
Mstep: Class 20 contains 2570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93641288.000000 Penalty: 37823.148438
Iteration 9F: 18 clusters Score -9.364129e+07 nChanged 45825
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5893 members 
Mstep: Class 3 contains 286922 members 
Mstep: Class 5 contains 100192 members 
Mstep: Class 6 contains 5442 members 
Mstep: Class 7 contains 65399 members 
Mstep: Class 8 contains 130108 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 22625 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 6313 members 
Mstep: Class 14 contains 153368 members 
Mstep: Class 15 contains 22269 members 
Mstep: Class 16 contains 10458 members 
Mstep: Class 18 contains 44624 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 2887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93662744.000000 Penalty: 37823.148438
Iteration 10F: 18 clusters Score -9.366274e+07 nChanged 43288
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5210 members 
Mstep: Class 3 contains 266176 members 
Mstep: Class 5 contains 104732 members 
Mstep: Class 6 contains 5486 members 
Mstep: Class 7 contains 70687 members 
Mstep: Class 8 contains 139546 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 24029 members 
Mstep: Class 11 contains 1886 members 
Mstep: Class 12 contains 5031 members 
Mstep: Class 14 contains 154417 members 
Mstep: Class 15 contains 19994 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 18 contains 45329 members 
Mstep: Class 19 contains 15542 members 
Mstep: Class 20 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2076.443604 but Gain 2224.890625
Score: -93681288.000000 Penalty: 35598.257812
Iteration 11Q: 17 clusters Score -9.368129e+07 nChanged 41537
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 246283 members 
Mstep: Class 5 contains 108659 members 
Mstep: Class 6 contains 5620 members 
Mstep: Class 7 contains 75722 members 
Mstep: Class 8 contains 149297 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 25898 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 14 contains 155261 members 
Mstep: Class 15 contains 17945 members 
Mstep: Class 16 contains 13825 members 
Mstep: Class 18 contains 45895 members 
Mstep: Class 19 contains 16580 members 
Mstep: Class 20 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93705464.000000 Penalty: 35598.257812
Iteration 12Q: 17 clusters Score -9.370546e+07 nChanged 36260
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 228119 members 
Mstep: Class 5 contains 111793 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 80345 members 
Mstep: Class 8 contains 157789 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 26912 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 14 contains 155439 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 16 contains 15473 members 
Mstep: Class 18 contains 46342 members 
Mstep: Class 19 contains 17578 members 
Mstep: Class 20 contains 4756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93725808.000000 Penalty: 35598.257812
Iteration 13Q: 17 clusters Score -9.372581e+07 nChanged 31953
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4087 members 
Mstep: Class 3 contains 213141 members 
Mstep: Class 5 contains 114054 members 
Mstep: Class 6 contains 6151 members 
Mstep: Class 7 contains 84464 members 
Mstep: Class 8 contains 165493 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 27588 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 14 contains 154743 members 
Mstep: Class 15 contains 13885 members 
Mstep: Class 16 contains 17040 members 
Mstep: Class 18 contains 46668 members 
Mstep: Class 19 contains 18504 members 
Mstep: Class 20 contains 5616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93742216.000000 Penalty: 35598.257812
Iteration 14Q: 17 clusters Score -9.374222e+07 nChanged 28010
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3825 members 
Mstep: Class 3 contains 201610 members 
Mstep: Class 5 contains 115471 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 88129 members 
Mstep: Class 8 contains 171591 members 
Mstep: Class 9 contains 3207 members 
Mstep: Class 10 contains 28056 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 14 contains 153381 members 
Mstep: Class 15 contains 12152 members 
Mstep: Class 16 contains 18441 members 
Mstep: Class 18 contains 46946 members 
Mstep: Class 19 contains 19436 members 
Mstep: Class 20 contains 6540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93756032.000000 Penalty: 35598.257812
Iteration 15Q: 17 clusters Score -9.375603e+07 nChanged 24291
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3588 members 
Mstep: Class 3 contains 193180 members 
Mstep: Class 5 contains 116226 members 
Mstep: Class 6 contains 6764 members 
Mstep: Class 7 contains 91500 members 
Mstep: Class 8 contains 176115 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 28384 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 14 contains 151345 members 
Mstep: Class 15 contains 10631 members 
Mstep: Class 16 contains 19716 members 
Mstep: Class 18 contains 47183 members 
Mstep: Class 19 contains 20347 members 
Mstep: Class 20 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2211.975342 but Gain 2224.890625
Score: -93766064.000000 Penalty: 33373.367188
Iteration 16Q: 16 clusters Score -9.376606e+07 nChanged 22670
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3379 members 
Mstep: Class 3 contains 187671 members 
Mstep: Class 5 contains 116705 members 
Mstep: Class 6 contains 7136 members 
Mstep: Class 7 contains 94872 members 
Mstep: Class 8 contains 179361 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 28748 members 
Mstep: Class 14 contains 149285 members 
Mstep: Class 15 contains 9448 members 
Mstep: Class 16 contains 21037 members 
Mstep: Class 18 contains 47415 members 
Mstep: Class 19 contains 21208 members 
Mstep: Class 20 contains 8212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93775728.000000 Penalty: 33373.367188
Iteration 17Q: 16 clusters Score -9.377573e+07 nChanged 18506
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3182 members 
Mstep: Class 3 contains 183830 members 
Mstep: Class 5 contains 116418 members 
Mstep: Class 6 contains 7517 members 
Mstep: Class 7 contains 97654 members 
Mstep: Class 8 contains 180708 members 
Mstep: Class 9 contains 3421 members 
Mstep: Class 10 contains 29265 members 
Mstep: Class 14 contains 146961 members 
Mstep: Class 15 contains 8354 members 
Mstep: Class 16 contains 21960 members 
Mstep: Class 18 contains 47643 members 
Mstep: Class 19 contains 22039 members 
Mstep: Class 20 contains 8828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93781048.000000 Penalty: 33373.367188
Iteration 18Q: 16 clusters Score -9.378105e+07 nChanged 16058
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2984 members 
Mstep: Class 3 contains 181339 members 
Mstep: Class 5 contains 115718 members 
Mstep: Class 6 contains 7906 members 
Mstep: Class 7 contains 100253 members 
Mstep: Class 8 contains 181238 members 
Mstep: Class 9 contains 3469 members 
Mstep: Class 10 contains 29789 members 
Mstep: Class 14 contains 144881 members 
Mstep: Class 15 contains 7463 members 
Mstep: Class 16 contains 22802 members 
Mstep: Class 18 contains 47783 members 
Mstep: Class 19 contains 22797 members 
Mstep: Class 20 contains 9302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93785384.000000 Penalty: 33373.367188
Iteration 19Q: 16 clusters Score -9.378538e+07 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2800 members 
Mstep: Class 3 contains 179727 members 
Mstep: Class 5 contains 114776 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 102613 members 
Mstep: Class 8 contains 181310 members 
Mstep: Class 9 contains 3500 members 
Mstep: Class 10 contains 30287 members 
Mstep: Class 14 contains 142996 members 
Mstep: Class 15 contains 6728 members 
Mstep: Class 16 contains 23537 members 
Mstep: Class 18 contains 47900 members 
Mstep: Class 19 contains 23529 members 
Mstep: Class 20 contains 9603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93789336.000000 Penalty: 33373.367188
Iteration 20F: 16 clusters Score -9.378934e+07 nChanged 13444
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 178274 members 
Mstep: Class 5 contains 113755 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 104752 members 
Mstep: Class 8 contains 181074 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 30784 members 
Mstep: Class 14 contains 141360 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 24248 members 
Mstep: Class 18 contains 47987 members 
Mstep: Class 19 contains 24173 members 
Mstep: Class 20 contains 10099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93793072.000000 Penalty: 33373.367188
Iteration 21Q: 16 clusters Score -9.379307e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 177239 members 
Mstep: Class 5 contains 112626 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 106672 members 
Mstep: Class 8 contains 180658 members 
Mstep: Class 9 contains 3565 members 
Mstep: Class 10 contains 31248 members 
Mstep: Class 14 contains 139793 members 
Mstep: Class 15 contains 5562 members 
Mstep: Class 16 contains 24939 members 
Mstep: Class 18 contains 48082 members 
Mstep: Class 19 contains 24841 members 
Mstep: Class 20 contains 10541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93795960.000000 Penalty: 33373.367188
Iteration 22Q: 16 clusters Score -9.379596e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 176529 members 
Mstep: Class 5 contains 111457 members 
Mstep: Class 6 contains 9805 members 
Mstep: Class 7 contains 108417 members 
Mstep: Class 8 contains 179976 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 31721 members 
Mstep: Class 14 contains 138420 members 
Mstep: Class 15 contains 5124 members 
Mstep: Class 16 contains 25569 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 25468 members 
Mstep: Class 20 contains 10864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93798360.000000 Penalty: 33373.367188
Iteration 23Q: 16 clusters Score -9.379836e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2043 members 
Mstep: Class 3 contains 176090 members 
Mstep: Class 5 contains 110259 members 
Mstep: Class 6 contains 10308 members 
Mstep: Class 7 contains 109931 members 
Mstep: Class 8 contains 179230 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 32134 members 
Mstep: Class 14 contains 137134 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 26129 members 
Mstep: Class 18 contains 48272 members 
Mstep: Class 19 contains 26101 members 
Mstep: Class 20 contains 11180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801136.000000 Penalty: 33373.367188
Iteration 24Q: 16 clusters Score -9.380114e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1885 members 
Mstep: Class 3 contains 175668 members 
Mstep: Class 5 contains 109112 members 
Mstep: Class 6 contains 10850 members 
Mstep: Class 7 contains 111226 members 
Mstep: Class 8 contains 178640 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 32500 members 
Mstep: Class 14 contains 135931 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 26648 members 
Mstep: Class 18 contains 48339 members 
Mstep: Class 19 contains 26720 members 
Mstep: Class 20 contains 11498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93803176.000000 Penalty: 33373.367188
Iteration 25Q: 16 clusters Score -9.380318e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1736 members 
Mstep: Class 3 contains 175303 members 
Mstep: Class 5 contains 107998 members 
Mstep: Class 6 contains 11397 members 
Mstep: Class 7 contains 112372 members 
Mstep: Class 8 contains 178118 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 32829 members 
Mstep: Class 14 contains 134864 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 27073 members 
Mstep: Class 18 contains 48373 members 
Mstep: Class 19 contains 27318 members 
Mstep: Class 20 contains 11749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2074.018066 but Gain 2224.892578
Score: -93804648.000000 Penalty: 31148.474609
Iteration 26Q: 15 clusters Score -9.380465e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 3 contains 175621 members 
Mstep: Class 5 contains 106978 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 113548 members 
Mstep: Class 8 contains 177748 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 10 contains 33118 members 
Mstep: Class 14 contains 134055 members 
Mstep: Class 15 contains 4006 members 
Mstep: Class 16 contains 27424 members 
Mstep: Class 18 contains 48435 members 
Mstep: Class 19 contains 27901 members 
Mstep: Class 20 contains 12449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93807928.000000 Penalty: 31148.474609
Iteration 27Q: 15 clusters Score -9.380793e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 3 contains 175468 members 
Mstep: Class 5 contains 105855 members 
Mstep: Class 6 contains 12471 members 
Mstep: Class 7 contains 114329 members 
Mstep: Class 8 contains 177210 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 33334 members 
Mstep: Class 14 contains 133120 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 27733 members 
Mstep: Class 18 contains 48475 members 
Mstep: Class 19 contains 28486 members 
Mstep: Class 20 contains 12788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93809224.000000 Penalty: 31148.474609
Iteration 28Q: 15 clusters Score -9.380922e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 3 contains 175275 members 
Mstep: Class 5 contains 104745 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 114911 members 
Mstep: Class 8 contains 176820 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 33570 members 
Mstep: Class 14 contains 132356 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 28025 members 
Mstep: Class 18 contains 48508 members 
Mstep: Class 19 contains 28986 members 
Mstep: Class 20 contains 13090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93810240.000000 Penalty: 31148.474609
Iteration 29Q: 15 clusters Score -9.381024e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 3 contains 175064 members 
Mstep: Class 5 contains 103660 members 
Mstep: Class 6 contains 13539 members 
Mstep: Class 7 contains 115387 members 
Mstep: Class 8 contains 176526 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 33795 members 
Mstep: Class 14 contains 131703 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 16 contains 28307 members 
Mstep: Class 18 contains 48545 members 
Mstep: Class 19 contains 29459 members 
Mstep: Class 20 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93811216.000000 Penalty: 31148.474609
Iteration 30Q: 15 clusters Score -9.381122e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 3 contains 175019 members 
Mstep: Class 5 contains 102592 members 
Mstep: Class 6 contains 14090 members 
Mstep: Class 7 contains 115686 members 
Mstep: Class 8 contains 176262 members 
Mstep: Class 9 contains 3891 members 
Mstep: Class 10 contains 33989 members 
Mstep: Class 14 contains 131083 members 
Mstep: Class 15 contains 3398 members 
Mstep: Class 16 contains 28574 members 
Mstep: Class 18 contains 48580 members 
Mstep: Class 19 contains 29926 members 
Mstep: Class 20 contains 13478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93811848.000000 Penalty: 31148.474609
Iteration 31Q: 15 clusters Score -9.381185e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 3 contains 175023 members 
Mstep: Class 5 contains 101533 members 
Mstep: Class 6 contains 14667 members 
Mstep: Class 7 contains 115859 members 
Mstep: Class 8 contains 176050 members 
Mstep: Class 9 contains 3935 members 
Mstep: Class 10 contains 34160 members 
Mstep: Class 14 contains 130536 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 28832 members 
Mstep: Class 18 contains 48633 members 
Mstep: Class 19 contains 30390 members 
Mstep: Class 20 contains 13619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93812544.000000 Penalty: 31148.474609
Iteration 32Q: 15 clusters Score -9.381254e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 3 contains 175033 members 
Mstep: Class 5 contains 100529 members 
Mstep: Class 6 contains 15246 members 
Mstep: Class 7 contains 115920 members 
Mstep: Class 8 contains 175878 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 34351 members 
Mstep: Class 14 contains 130019 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 29085 members 
Mstep: Class 18 contains 48664 members 
Mstep: Class 19 contains 30851 members 
Mstep: Class 20 contains 13713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93813232.000000 Penalty: 31148.474609
Iteration 33Q: 15 clusters Score -9.381323e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 3 contains 175043 members 
Mstep: Class 5 contains 99593 members 
Mstep: Class 6 contains 15883 members 
Mstep: Class 7 contains 115829 members 
Mstep: Class 8 contains 175813 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 34484 members 
Mstep: Class 14 contains 129553 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 18 contains 48701 members 
Mstep: Class 19 contains 31327 members 
Mstep: Class 20 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93813664.000000 Penalty: 31148.474609
Iteration 34Q: 15 clusters Score -9.381366e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 3 contains 175072 members 
Mstep: Class 5 contains 98711 members 
Mstep: Class 6 contains 16527 members 
Mstep: Class 7 contains 115673 members 
Mstep: Class 8 contains 175680 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 14 contains 129225 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 29488 members 
Mstep: Class 18 contains 48709 members 
Mstep: Class 19 contains 31762 members 
Mstep: Class 20 contains 13779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93814288.000000 Penalty: 31148.474609
Iteration 35Q: 15 clusters Score -9.381429e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 3 contains 175092 members 
Mstep: Class 5 contains 97884 members 
Mstep: Class 6 contains 17183 members 
Mstep: Class 7 contains 115457 members 
Mstep: Class 8 contains 175603 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 34799 members 
Mstep: Class 14 contains 128880 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 29662 members 
Mstep: Class 18 contains 48674 members 
Mstep: Class 19 contains 32227 members 
Mstep: Class 20 contains 13793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93814544.000000 Penalty: 31148.474609
Iteration 36Q: 15 clusters Score -9.381454e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 3 contains 175126 members 
Mstep: Class 5 contains 97111 members 
Mstep: Class 6 contains 17888 members 
Mstep: Class 7 contains 115110 members 
Mstep: Class 8 contains 175609 members 
Mstep: Class 9 contains 4229 members 
Mstep: Class 10 contains 34938 members 
Mstep: Class 14 contains 128604 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 29835 members 
Mstep: Class 18 contains 48636 members 
Mstep: Class 19 contains 32643 members 
Mstep: Class 20 contains 13752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93815488.000000 Penalty: 31148.474609
Iteration 37Q: 15 clusters Score -9.381549e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 3 contains 175140 members 
Mstep: Class 5 contains 96399 members 
Mstep: Class 6 contains 18640 members 
Mstep: Class 7 contains 114648 members 
Mstep: Class 8 contains 175622 members 
Mstep: Class 9 contains 4296 members 
Mstep: Class 10 contains 35059 members 
Mstep: Class 14 contains 128429 members 
Mstep: Class 15 contains 2824 members 
Mstep: Class 16 contains 29975 members 
Mstep: Class 18 contains 48630 members 
Mstep: Class 19 contains 33015 members 
Mstep: Class 20 contains 13674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93816088.000000 Penalty: 31148.474609
Iteration 38Q: 15 clusters Score -9.381609e+07 nChanged 4247
Entering ConstructFrom: 
Score: -93816088.000000 Penalty: 31148.474609
Entering ConstructFrom: 
Trying to split cluster 1 (7127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Entering Unmasked Estep 
Score: -808002.937500 Penalty: 1441.642456
	Iteration 0F: 2 clusters Score -808002.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -802677.750000 Penalty: 2883.284912
	Iteration 0F: 3 clusters Score -802677.8 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -804262.437500 Penalty: 2883.284912
	Iteration 1F: 3 clusters Score -804262.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -804462.750000 Penalty: 2883.284912
	Iteration 2F: 3 clusters Score -804462.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -804636.875000 Penalty: 2883.284912
	Iteration 3F: 3 clusters Score -804636.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -804814.125000 Penalty: 2883.284912
	Iteration 4Q: 3 clusters Score -804814.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -804984.250000 Penalty: 2883.284912
	Iteration 5Q: 3 clusters Score -804984.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -805139.562500 Penalty: 2883.284912
	Iteration 6Q: 3 clusters Score -805139.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -805287.687500 Penalty: 2883.284912
	Iteration 7Q: 3 clusters Score -805287.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -805461.625000 Penalty: 2883.284912
	Iteration 8Q: 3 clusters Score -805461.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -805683.937500 Penalty: 2883.284912
	Iteration 9Q: 3 clusters Score -805683.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -805934.687500 Penalty: 2883.284912
	Iteration 10Q: 3 clusters Score -805934.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -806193.875000 Penalty: 2883.284912
	Iteration 11Q: 3 clusters Score -806193.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -806404.875000 Penalty: 2883.284912
	Iteration 12Q: 3 clusters Score -806404.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -806548.250000 Penalty: 2883.284912
	Iteration 13Q: 3 clusters Score -806548.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -806629.312500 Penalty: 2883.284912
	Iteration 14Q: 3 clusters Score -806629.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -806669.687500 Penalty: 2883.284912
	Iteration 15Q: 3 clusters Score -806669.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -806697.937500 Penalty: 2883.284912
	Iteration 16Q: 3 clusters Score -806697.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -806721.375000 Penalty: 2883.284912
	Iteration 17Q: 3 clusters Score -806721.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -806735.500000 Penalty: 2883.284912
	Iteration 18Q: 3 clusters Score -806735.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -806746.750000 Penalty: 2883.284912
	Iteration 19Q: 3 clusters Score -806746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -806750.937500 Penalty: 2883.284912
	Iteration 20F: 3 clusters Score -806750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -806752.250000 Penalty: 2883.284912
	Iteration 21Q: 3 clusters Score -806752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -806754.437500 Penalty: 2883.284912
	Iteration 22Q: 3 clusters Score -806754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -806761.062500 Penalty: 2883.284912
	Iteration 23Q: 3 clusters Score -806761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -806766.062500 Penalty: 2883.284912
	Iteration 24Q: 3 clusters Score -806766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -806766.875000 Penalty: 2883.284912
	Iteration 25Q: 3 clusters Score -806766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -806766.875000 Penalty: 2883.284912
	Iteration 26F: 3 clusters Score -806766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (175190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175190 members 
Entering Unmasked Estep 
Score: -18978320.000000 Penalty: 1961.964355
	Iteration 0F: 2 clusters Score -1.897832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -18863832.000000 Penalty: 3923.928711
	Iteration 0F: 3 clusters Score -1.886383e+07 nChanged 84727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -18915552.000000 Penalty: 3923.928711
	Iteration 1F: 3 clusters Score -1.891555e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -18917206.000000 Penalty: 3923.928711
	Iteration 2Q: 3 clusters Score -1.891721e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
Score: -18919306.000000 Penalty: 3923.928711
	Iteration 3Q: 3 clusters Score -1.891931e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -18922230.000000 Penalty: 3923.928711
	Iteration 4Q: 3 clusters Score -1.892223e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -18926352.000000 Penalty: 3923.928711
	Iteration 5Q: 3 clusters Score -1.892635e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -18932336.000000 Penalty: 3923.928711
	Iteration 6F: 3 clusters Score -1.893234e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113235 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -18939434.000000 Penalty: 3923.928711
	Iteration 7F: 3 clusters Score -1.893943e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -18946596.000000 Penalty: 3923.928711
	Iteration 8F: 3 clusters Score -1.89466e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -18952890.000000 Penalty: 3923.928711
	Iteration 9F: 3 clusters Score -1.895289e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124679 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -18956814.000000 Penalty: 3923.928711
	Iteration 10Q: 3 clusters Score -1.895681e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126842 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -18958790.000000 Penalty: 3923.928711
	Iteration 11Q: 3 clusters Score -1.895879e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128899 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -18959944.000000 Penalty: 3923.928711
	Iteration 12Q: 3 clusters Score -1.895994e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130913 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -18960702.000000 Penalty: 3923.928711
	Iteration 13Q: 3 clusters Score -1.89607e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -18961396.000000 Penalty: 3923.928711
	Iteration 14Q: 3 clusters Score -1.89614e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135157 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -18962200.000000 Penalty: 3923.928711
	Iteration 15Q: 3 clusters Score -1.89622e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137413 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -18962964.000000 Penalty: 3923.928711
	Iteration 16Q: 3 clusters Score -1.896296e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139871 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -18963914.000000 Penalty: 3923.928711
	Iteration 17Q: 3 clusters Score -1.896391e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142500 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -18964800.000000 Penalty: 3923.928711
	Iteration 18Q: 3 clusters Score -1.89648e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145278 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -18965652.000000 Penalty: 3923.928711
	Iteration 19Q: 3 clusters Score -1.896565e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148139 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -18966788.000000 Penalty: 3923.928711
	Iteration 20F: 3 clusters Score -1.896679e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151161 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -18967954.000000 Penalty: 3923.928711
	Iteration 21Q: 3 clusters Score -1.896795e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -18969216.000000 Penalty: 3923.928711
	Iteration 22Q: 3 clusters Score -1.896922e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157465 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -18970432.000000 Penalty: 3923.928711
	Iteration 23Q: 3 clusters Score -1.897043e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160462 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -18971648.000000 Penalty: 3923.928711
	Iteration 24Q: 3 clusters Score -1.897165e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163280 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -18972846.000000 Penalty: 3923.928711
	Iteration 25Q: 3 clusters Score -1.897285e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165771 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -18974010.000000 Penalty: 3923.928711
	Iteration 26Q: 3 clusters Score -1.897401e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167878 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -18974866.000000 Penalty: 3923.928711
	Iteration 27Q: 3 clusters Score -1.897487e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169579 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -18975468.000000 Penalty: 3923.928711
	Iteration 28Q: 3 clusters Score -1.897547e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170891 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -18975934.000000 Penalty: 3923.928711
	Iteration 29Q: 3 clusters Score -1.897593e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171833 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -18976208.000000 Penalty: 3923.928711
	Iteration 30Q: 3 clusters Score -1.897621e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -18976434.000000 Penalty: 3923.928711
	Iteration 31Q: 3 clusters Score -1.897643e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -18976564.000000 Penalty: 3923.928711
	Iteration 32Q: 3 clusters Score -1.897656e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173294 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -18976642.000000 Penalty: 3923.928711
	Iteration 33Q: 3 clusters Score -1.897664e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173538 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -18976650.000000 Penalty: 3923.928711
	Iteration 34Q: 3 clusters Score -1.897665e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173732 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -18976720.000000 Penalty: 3923.928711
	Iteration 35Q: 3 clusters Score -1.897672e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173856 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18976714.000000 Penalty: 3923.928711
	Iteration 36Q: 3 clusters Score -1.897671e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173972 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18976730.000000 Penalty: 3923.928711
	Iteration 37Q: 3 clusters Score -1.897673e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174071 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -18976766.000000 Penalty: 3923.928711
	Iteration 38Q: 3 clusters Score -1.897677e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174145 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -18976770.000000 Penalty: 3923.928711
	Iteration 39Q: 3 clusters Score -1.897677e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174203 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18976770.000000 Penalty: 3923.928711
	Iteration 40F: 3 clusters Score -1.897677e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174247 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -18976790.000000 Penalty: 3923.928711
	Iteration 41Q: 3 clusters Score -1.897679e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174289 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18976786.000000 Penalty: 3923.928711
	Iteration 42Q: 3 clusters Score -1.897679e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174330 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -18976808.000000 Penalty: 3923.928711
	Iteration 43Q: 3 clusters Score -1.897681e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174360 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -18976800.000000 Penalty: 3923.928711
	Iteration 44Q: 3 clusters Score -1.89768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174382 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18976806.000000 Penalty: 3923.928711
	Iteration 45Q: 3 clusters Score -1.897681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174394 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -18976810.000000 Penalty: 3923.928711
	Iteration 46Q: 3 clusters Score -1.897681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174401 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -18976800.000000 Penalty: 3923.928711
	Iteration 47Q: 3 clusters Score -1.89768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174402 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -18976796.000000 Penalty: 3923.928711
	Iteration 48Q: 3 clusters Score -1.89768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174405 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -18976802.000000 Penalty: 3923.928711
	Iteration 49Q: 3 clusters Score -1.89768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174413 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18976818.000000 Penalty: 3923.928711
	Iteration 50Q: 3 clusters Score -1.897682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174417 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -18976810.000000 Penalty: 3923.928711
	Iteration 51Q: 3 clusters Score -1.897681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174424 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -18976798.000000 Penalty: 3923.928711
	Iteration 52Q: 3 clusters Score -1.89768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174426 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18976804.000000 Penalty: 3923.928711
	Iteration 53Q: 3 clusters Score -1.89768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174426 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18976804.000000 Penalty: 3923.928711
	Iteration 54F: 3 clusters Score -1.89768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Entering Unmasked Estep 
Score: -10431585.000000 Penalty: 1863.767700
	Iteration 0F: 2 clusters Score -1.043158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -10367574.000000 Penalty: 3727.535400
	Iteration 0F: 3 clusters Score -1.036757e+07 nChanged 45562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -10395045.000000 Penalty: 3727.535400
	Iteration 1F: 3 clusters Score -1.039504e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -10396396.000000 Penalty: 3727.535400
	Iteration 2Q: 3 clusters Score -1.03964e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -10398089.000000 Penalty: 3727.535400
	Iteration 3Q: 3 clusters Score -1.039809e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -10400562.000000 Penalty: 3727.535400
	Iteration 4F: 3 clusters Score -1.040056e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -10403922.000000 Penalty: 3727.535400
	Iteration 5F: 3 clusters Score -1.040392e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -10408360.000000 Penalty: 3727.535400
	Iteration 6F: 3 clusters Score -1.040836e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -10412919.000000 Penalty: 3727.535400
	Iteration 7F: 3 clusters Score -1.041292e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -10416041.000000 Penalty: 3727.535400
	Iteration 8F: 3 clusters Score -1.041604e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -10417244.000000 Penalty: 3727.535400
	Iteration 9Q: 3 clusters Score -1.041724e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -10417760.000000 Penalty: 3727.535400
	Iteration 10Q: 3 clusters Score -1.041776e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -10418136.000000 Penalty: 3727.535400
	Iteration 11Q: 3 clusters Score -1.041814e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -10418455.000000 Penalty: 3727.535400
	Iteration 12Q: 3 clusters Score -1.041846e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -10418825.000000 Penalty: 3727.535400
	Iteration 13Q: 3 clusters Score -1.041882e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -10419111.000000 Penalty: 3727.535400
	Iteration 14Q: 3 clusters Score -1.041911e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -10419377.000000 Penalty: 3727.535400
	Iteration 15Q: 3 clusters Score -1.041938e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -10419615.000000 Penalty: 3727.535400
	Iteration 16Q: 3 clusters Score -1.041962e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -10419861.000000 Penalty: 3727.535400
	Iteration 17Q: 3 clusters Score -1.041986e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -10420054.000000 Penalty: 3727.535400
	Iteration 18Q: 3 clusters Score -1.042005e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -10420267.000000 Penalty: 3727.535400
	Iteration 19Q: 3 clusters Score -1.042027e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -10420397.000000 Penalty: 3727.535400
	Iteration 20F: 3 clusters Score -1.04204e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -10420574.000000 Penalty: 3727.535400
	Iteration 21Q: 3 clusters Score -1.042057e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -10420703.000000 Penalty: 3727.535400
	Iteration 22Q: 3 clusters Score -1.04207e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -10420797.000000 Penalty: 3727.535400
	Iteration 23Q: 3 clusters Score -1.04208e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -10420861.000000 Penalty: 3727.535400
	Iteration 24Q: 3 clusters Score -1.042086e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -10420952.000000 Penalty: 3727.535400
	Iteration 25Q: 3 clusters Score -1.042095e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -10421041.000000 Penalty: 3727.535400
	Iteration 26Q: 3 clusters Score -1.042104e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -10421092.000000 Penalty: 3727.535400
	Iteration 27Q: 3 clusters Score -1.042109e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -10421128.000000 Penalty: 3727.535400
	Iteration 28Q: 3 clusters Score -1.042113e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -10421173.000000 Penalty: 3727.535400
	Iteration 29Q: 3 clusters Score -1.042117e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -10421220.000000 Penalty: 3727.535400
	Iteration 30Q: 3 clusters Score -1.042122e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -10421247.000000 Penalty: 3727.535400
	Iteration 31Q: 3 clusters Score -1.042125e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -10421263.000000 Penalty: 3727.535400
	Iteration 32Q: 3 clusters Score -1.042126e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -10421293.000000 Penalty: 3727.535400
	Iteration 33Q: 3 clusters Score -1.042129e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -10421306.000000 Penalty: 3727.535400
	Iteration 34Q: 3 clusters Score -1.042131e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -10421310.000000 Penalty: 3727.535400
	Iteration 35Q: 3 clusters Score -1.042131e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -10421353.000000 Penalty: 3727.535400
	Iteration 36Q: 3 clusters Score -1.042135e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -10421421.000000 Penalty: 3727.535400
	Iteration 37Q: 3 clusters Score -1.042142e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -10421477.000000 Penalty: 3727.535400
	Iteration 38Q: 3 clusters Score -1.042148e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -10421502.000000 Penalty: 3727.535400
	Iteration 39Q: 3 clusters Score -1.04215e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -10421578.000000 Penalty: 3727.535400
	Iteration 40F: 3 clusters Score -1.042158e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -10421605.000000 Penalty: 3727.535400
	Iteration 41Q: 3 clusters Score -1.04216e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -10421646.000000 Penalty: 3727.535400
	Iteration 42Q: 3 clusters Score -1.042165e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -10421755.000000 Penalty: 3727.535400
	Iteration 43Q: 3 clusters Score -1.042176e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -10421826.000000 Penalty: 3727.535400
	Iteration 44Q: 3 clusters Score -1.042183e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -10421918.000000 Penalty: 3727.535400
	Iteration 45Q: 3 clusters Score -1.042192e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -10421956.000000 Penalty: 3727.535400
	Iteration 46Q: 3 clusters Score -1.042196e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -10422017.000000 Penalty: 3727.535400
	Iteration 47Q: 3 clusters Score -1.042202e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -10422040.000000 Penalty: 3727.535400
	Iteration 48Q: 3 clusters Score -1.042204e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -10422140.000000 Penalty: 3727.535400
	Iteration 49Q: 3 clusters Score -1.042214e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -10422256.000000 Penalty: 3727.535400
	Iteration 50Q: 3 clusters Score -1.042226e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -10422389.000000 Penalty: 3727.535400
	Iteration 51Q: 3 clusters Score -1.042239e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -10422473.000000 Penalty: 3727.535400
	Iteration 52Q: 3 clusters Score -1.042247e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -10422560.000000 Penalty: 3727.535400
	Iteration 53Q: 3 clusters Score -1.042256e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -10422652.000000 Penalty: 3727.535400
	Iteration 54Q: 3 clusters Score -1.042265e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -10422804.000000 Penalty: 3727.535400
	Iteration 55Q: 3 clusters Score -1.04228e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -10422960.000000 Penalty: 3727.535400
	Iteration 56Q: 3 clusters Score -1.042296e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -10423113.000000 Penalty: 3727.535400
	Iteration 57Q: 3 clusters Score -1.042311e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -10423327.000000 Penalty: 3727.535400
	Iteration 58Q: 3 clusters Score -1.042333e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -10423530.000000 Penalty: 3727.535400
	Iteration 59Q: 3 clusters Score -1.042353e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -10423788.000000 Penalty: 3727.535400
	Iteration 60F: 3 clusters Score -1.042379e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -10424099.000000 Penalty: 3727.535400
	Iteration 61Q: 3 clusters Score -1.04241e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -10424385.000000 Penalty: 3727.535400
	Iteration 62Q: 3 clusters Score -1.042438e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -10424653.000000 Penalty: 3727.535400
	Iteration 63Q: 3 clusters Score -1.042465e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -10424922.000000 Penalty: 3727.535400
	Iteration 64Q: 3 clusters Score -1.042492e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -10425199.000000 Penalty: 3727.535400
	Iteration 65Q: 3 clusters Score -1.04252e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -10425482.000000 Penalty: 3727.535400
	Iteration 66Q: 3 clusters Score -1.042548e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -10425755.000000 Penalty: 3727.535400
	Iteration 67Q: 3 clusters Score -1.042576e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -10426061.000000 Penalty: 3727.535400
	Iteration 68Q: 3 clusters Score -1.042606e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -10426305.000000 Penalty: 3727.535400
	Iteration 69Q: 3 clusters Score -1.04263e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -10426587.000000 Penalty: 3727.535400
	Iteration 70Q: 3 clusters Score -1.042659e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -10426918.000000 Penalty: 3727.535400
	Iteration 71Q: 3 clusters Score -1.042692e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -10427170.000000 Penalty: 3727.535400
	Iteration 72Q: 3 clusters Score -1.042717e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -10427441.000000 Penalty: 3727.535400
	Iteration 73Q: 3 clusters Score -1.042744e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -10427633.000000 Penalty: 3727.535400
	Iteration 74Q: 3 clusters Score -1.042763e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -10427859.000000 Penalty: 3727.535400
	Iteration 75Q: 3 clusters Score -1.042786e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -10428119.000000 Penalty: 3727.535400
	Iteration 76Q: 3 clusters Score -1.042812e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -10428360.000000 Penalty: 3727.535400
	Iteration 77Q: 3 clusters Score -1.042836e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -10428550.000000 Penalty: 3727.535400
	Iteration 78Q: 3 clusters Score -1.042855e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -10428685.000000 Penalty: 3727.535400
	Iteration 79Q: 3 clusters Score -1.042868e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -10428878.000000 Penalty: 3727.535400
	Iteration 80F: 3 clusters Score -1.042888e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -10428997.000000 Penalty: 3727.535400
	Iteration 81Q: 3 clusters Score -1.0429e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -10429169.000000 Penalty: 3727.535400
	Iteration 82Q: 3 clusters Score -1.042917e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -10429270.000000 Penalty: 3727.535400
	Iteration 83Q: 3 clusters Score -1.042927e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -10429417.000000 Penalty: 3727.535400
	Iteration 84Q: 3 clusters Score -1.042942e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -10429526.000000 Penalty: 3727.535400
	Iteration 85Q: 3 clusters Score -1.042953e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92255 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -10429628.000000 Penalty: 3727.535400
	Iteration 86Q: 3 clusters Score -1.042963e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10429714.000000 Penalty: 3727.535400
	Iteration 87Q: 3 clusters Score -1.042971e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -10429790.000000 Penalty: 3727.535400
	Iteration 88Q: 3 clusters Score -1.042979e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -10429854.000000 Penalty: 3727.535400
	Iteration 89Q: 3 clusters Score -1.042985e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10429896.000000 Penalty: 3727.535400
	Iteration 90Q: 3 clusters Score -1.04299e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -10429948.000000 Penalty: 3727.535400
	Iteration 91Q: 3 clusters Score -1.042995e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10429988.000000 Penalty: 3727.535400
	Iteration 92Q: 3 clusters Score -1.042999e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10430014.000000 Penalty: 3727.535400
	Iteration 93Q: 3 clusters Score -1.043001e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -10430054.000000 Penalty: 3727.535400
	Iteration 94Q: 3 clusters Score -1.043005e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10430088.000000 Penalty: 3727.535400
	Iteration 95Q: 3 clusters Score -1.043009e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10430116.000000 Penalty: 3727.535400
	Iteration 96Q: 3 clusters Score -1.043012e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10430132.000000 Penalty: 3727.535400
	Iteration 97Q: 3 clusters Score -1.043013e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10430145.000000 Penalty: 3727.535400
	Iteration 98Q: 3 clusters Score -1.043014e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10430175.000000 Penalty: 3727.535400
	Iteration 99Q: 3 clusters Score -1.043018e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -10430187.000000 Penalty: 3727.535400
	Iteration 100F: 3 clusters Score -1.043019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10430216.000000 Penalty: 3727.535400
	Iteration 101Q: 3 clusters Score -1.043022e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10430242.000000 Penalty: 3727.535400
	Iteration 102Q: 3 clusters Score -1.043024e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10430258.000000 Penalty: 3727.535400
	Iteration 103Q: 3 clusters Score -1.043026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10430273.000000 Penalty: 3727.535400
	Iteration 104Q: 3 clusters Score -1.043027e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10430276.000000 Penalty: 3727.535400
	Iteration 105Q: 3 clusters Score -1.043028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10430251.000000 Penalty: 3727.535400
	Iteration 106Q: 3 clusters Score -1.043025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10430273.000000 Penalty: 3727.535400
	Iteration 107Q: 3 clusters Score -1.043027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -10430282.000000 Penalty: 3727.535400
	Iteration 108Q: 3 clusters Score -1.043028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -10430273.000000 Penalty: 3727.535400
	Iteration 109Q: 3 clusters Score -1.043027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10430280.000000 Penalty: 3727.535400
	Iteration 110Q: 3 clusters Score -1.043028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94466 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10430276.000000 Penalty: 3727.535400
	Iteration 111Q: 3 clusters Score -1.043028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10430258.000000 Penalty: 3727.535400
	Iteration 112Q: 3 clusters Score -1.043026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10430275.000000 Penalty: 3727.535400
	Iteration 113Q: 3 clusters Score -1.043028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -10430275.000000 Penalty: 3727.535400
	Iteration 114Q: 3 clusters Score -1.043028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10430267.000000 Penalty: 3727.535400
	Iteration 115Q: 3 clusters Score -1.043027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10430266.000000 Penalty: 3727.535400
	Iteration 116Q: 3 clusters Score -1.043027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -10430269.000000 Penalty: 3727.535400
	Iteration 117Q: 3 clusters Score -1.043027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10430268.000000 Penalty: 3727.535400
	Iteration 118Q: 3 clusters Score -1.043027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10430277.000000 Penalty: 3727.535400
	Iteration 119Q: 3 clusters Score -1.043028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94551 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10430286.000000 Penalty: 3727.535400
	Iteration 120F: 3 clusters Score -1.043029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10430280.000000 Penalty: 3727.535400
	Iteration 121Q: 3 clusters Score -1.043028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10430284.000000 Penalty: 3727.535400
	Iteration 122Q: 3 clusters Score -1.043028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10430284.000000 Penalty: 3727.535400
	Iteration 123F: 3 clusters Score -1.043028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Entering Unmasked Estep 
Score: -2166366.500000 Penalty: 1604.400635
	Iteration 0F: 2 clusters Score -2166366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2153089.750000 Penalty: 3208.801270
	Iteration 0F: 3 clusters Score -2153090 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2157874.500000 Penalty: 3208.801270
	Iteration 1F: 3 clusters Score -2157874 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2158195.000000 Penalty: 3208.801270
	Iteration 2Q: 3 clusters Score -2158195 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2158510.000000 Penalty: 3208.801270
	Iteration 3Q: 3 clusters Score -2158510 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2158842.250000 Penalty: 3208.801270
	Iteration 4Q: 3 clusters Score -2158842 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2159285.500000 Penalty: 3208.801270
	Iteration 5Q: 3 clusters Score -2159286 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2159901.500000 Penalty: 3208.801270
	Iteration 6F: 3 clusters Score -2159902 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2160741.000000 Penalty: 3208.801270
	Iteration 7F: 3 clusters Score -2160741 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2161836.750000 Penalty: 3208.801270
	Iteration 8F: 3 clusters Score -2161837 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2163005.000000 Penalty: 3208.801270
	Iteration 9F: 3 clusters Score -2163005 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2163883.500000 Penalty: 3208.801270
	Iteration 10Q: 3 clusters Score -2163884 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2164408.250000 Penalty: 3208.801270
	Iteration 11Q: 3 clusters Score -2164408 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2164663.500000 Penalty: 3208.801270
	Iteration 12Q: 3 clusters Score -2164664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2164775.250000 Penalty: 3208.801270
	Iteration 13Q: 3 clusters Score -2164775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2164852.250000 Penalty: 3208.801270
	Iteration 14Q: 3 clusters Score -2164852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2164885.250000 Penalty: 3208.801270
	Iteration 15Q: 3 clusters Score -2164885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2164907.000000 Penalty: 3208.801270
	Iteration 16Q: 3 clusters Score -2164907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2164926.250000 Penalty: 3208.801270
	Iteration 17Q: 3 clusters Score -2164926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2164940.750000 Penalty: 3208.801270
	Iteration 18Q: 3 clusters Score -2164941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2164958.000000 Penalty: 3208.801270
	Iteration 19Q: 3 clusters Score -2164958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2164965.750000 Penalty: 3208.801270
	Iteration 20F: 3 clusters Score -2164966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2164967.500000 Penalty: 3208.801270
	Iteration 21Q: 3 clusters Score -2164968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2164977.000000 Penalty: 3208.801270
	Iteration 22Q: 3 clusters Score -2164977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2164977.250000 Penalty: 3208.801270
	Iteration 23Q: 3 clusters Score -2164977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2164977.750000 Penalty: 3208.801270
	Iteration 24Q: 3 clusters Score -2164978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2164980.500000 Penalty: 3208.801270
	Iteration 25Q: 3 clusters Score -2164980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2164980.500000 Penalty: 3208.801270
	Iteration 26F: 3 clusters Score -2164980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114085 members 
Entering Unmasked Estep 
Score: -12414400.000000 Penalty: 1892.263550
	Iteration 0F: 2 clusters Score -1.24144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -12337930.000000 Penalty: 3784.527100
	Iteration 0F: 3 clusters Score -1.233793e+07 nChanged 54827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -12369783.000000 Penalty: 3784.527100
	Iteration 1F: 3 clusters Score -1.236978e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -12370552.000000 Penalty: 3784.527100
	Iteration 2Q: 3 clusters Score -1.237055e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -12371688.000000 Penalty: 3784.527100
	Iteration 3Q: 3 clusters Score -1.237169e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -12373420.000000 Penalty: 3784.527100
	Iteration 4Q: 3 clusters Score -1.237342e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -12376377.000000 Penalty: 3784.527100
	Iteration 5F: 3 clusters Score -1.237638e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -12381208.000000 Penalty: 3784.527100
	Iteration 6F: 3 clusters Score -1.238121e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -12388711.000000 Penalty: 3784.527100
	Iteration 7F: 3 clusters Score -1.238871e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -12397310.000000 Penalty: 3784.527100
	Iteration 8F: 3 clusters Score -1.239731e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -12404387.000000 Penalty: 3784.527100
	Iteration 9F: 3 clusters Score -1.240439e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -12408406.000000 Penalty: 3784.527100
	Iteration 10Q: 3 clusters Score -1.240841e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 104051 members 
Entering Unmasked Estep 
Score: -12410467.000000 Penalty: 3784.527100
	Iteration 11Q: 3 clusters Score -1.241047e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 105703 members 
Entering Unmasked Estep 
Score: -12411515.000000 Penalty: 3784.527100
	Iteration 12Q: 3 clusters Score -1.241152e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -12412242.000000 Penalty: 3784.527100
	Iteration 13Q: 3 clusters Score -1.241224e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 107935 members 
Entering Unmasked Estep 
Score: -12412674.000000 Penalty: 3784.527100
	Iteration 14Q: 3 clusters Score -1.241267e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 108719 members 
Entering Unmasked Estep 
Score: -12413067.000000 Penalty: 3784.527100
	Iteration 15Q: 3 clusters Score -1.241307e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -12413378.000000 Penalty: 3784.527100
	Iteration 16Q: 3 clusters Score -1.241338e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 109986 members 
Entering Unmasked Estep 
Score: -12413610.000000 Penalty: 3784.527100
	Iteration 17Q: 3 clusters Score -1.241361e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -12413774.000000 Penalty: 3784.527100
	Iteration 18Q: 3 clusters Score -1.241377e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -12413946.000000 Penalty: 3784.527100
	Iteration 19Q: 3 clusters Score -1.241395e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -12414102.000000 Penalty: 3784.527100
	Iteration 20F: 3 clusters Score -1.24141e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 111516 members 
Entering Unmasked Estep 
Score: -12414221.000000 Penalty: 3784.527100
	Iteration 21Q: 3 clusters Score -1.241422e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 111757 members 
Entering Unmasked Estep 
Score: -12414340.000000 Penalty: 3784.527100
	Iteration 22Q: 3 clusters Score -1.241434e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 111941 members 
Entering Unmasked Estep 
Score: -12414365.000000 Penalty: 3784.527100
	Iteration 23Q: 3 clusters Score -1.241436e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 112103 members 
Entering Unmasked Estep 
Score: -12414419.000000 Penalty: 3784.527100
	Iteration 24Q: 3 clusters Score -1.241442e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 112231 members 
Entering Unmasked Estep 
Score: -12414492.000000 Penalty: 3784.527100
	Iteration 25Q: 3 clusters Score -1.241449e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 112346 members 
Entering Unmasked Estep 
Score: -12414560.000000 Penalty: 3784.527100
	Iteration 26Q: 3 clusters Score -1.241456e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 112439 members 
Entering Unmasked Estep 
Score: -12414593.000000 Penalty: 3784.527100
	Iteration 27Q: 3 clusters Score -1.241459e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 112515 members 
Entering Unmasked Estep 
Score: -12414622.000000 Penalty: 3784.527100
	Iteration 28Q: 3 clusters Score -1.241462e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -12414629.000000 Penalty: 3784.527100
	Iteration 29Q: 3 clusters Score -1.241463e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -12414657.000000 Penalty: 3784.527100
	Iteration 30Q: 3 clusters Score -1.241466e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 112753 members 
Entering Unmasked Estep 
Score: -12414661.000000 Penalty: 3784.527100
	Iteration 31Q: 3 clusters Score -1.241466e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 112821 members 
Entering Unmasked Estep 
Score: -12414690.000000 Penalty: 3784.527100
	Iteration 32Q: 3 clusters Score -1.241469e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -12414707.000000 Penalty: 3784.527100
	Iteration 33Q: 3 clusters Score -1.241471e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -12414724.000000 Penalty: 3784.527100
	Iteration 34Q: 3 clusters Score -1.241472e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 112990 members 
Entering Unmasked Estep 
Score: -12414739.000000 Penalty: 3784.527100
	Iteration 35Q: 3 clusters Score -1.241474e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -12414723.000000 Penalty: 3784.527100
	Iteration 36Q: 3 clusters Score -1.241472e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -12414729.000000 Penalty: 3784.527100
	Iteration 37Q: 3 clusters Score -1.241473e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 113124 members 
Entering Unmasked Estep 
Score: -12414739.000000 Penalty: 3784.527100
	Iteration 38Q: 3 clusters Score -1.241474e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -12414731.000000 Penalty: 3784.527100
	Iteration 39Q: 3 clusters Score -1.241473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 113178 members 
Entering Unmasked Estep 
Score: -12414744.000000 Penalty: 3784.527100
	Iteration 40F: 3 clusters Score -1.241474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -12414771.000000 Penalty: 3784.527100
	Iteration 41Q: 3 clusters Score -1.241477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 113225 members 
Entering Unmasked Estep 
Score: -12414763.000000 Penalty: 3784.527100
	Iteration 42Q: 3 clusters Score -1.241476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 113247 members 
Entering Unmasked Estep 
Score: -12414774.000000 Penalty: 3784.527100
	Iteration 43Q: 3 clusters Score -1.241477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 113269 members 
Entering Unmasked Estep 
Score: -12414782.000000 Penalty: 3784.527100
	Iteration 44Q: 3 clusters Score -1.241478e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 113299 members 
Entering Unmasked Estep 
Score: -12414786.000000 Penalty: 3784.527100
	Iteration 45Q: 3 clusters Score -1.241479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 113321 members 
Entering Unmasked Estep 
Score: -12414787.000000 Penalty: 3784.527100
	Iteration 46Q: 3 clusters Score -1.241479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 113349 members 
Entering Unmasked Estep 
Score: -12414811.000000 Penalty: 3784.527100
	Iteration 47Q: 3 clusters Score -1.241481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -12414821.000000 Penalty: 3784.527100
	Iteration 48Q: 3 clusters Score -1.241482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 113401 members 
Entering Unmasked Estep 
Score: -12414839.000000 Penalty: 3784.527100
	Iteration 49Q: 3 clusters Score -1.241484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 113420 members 
Entering Unmasked Estep 
Score: -12414848.000000 Penalty: 3784.527100
	Iteration 50Q: 3 clusters Score -1.241485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 113446 members 
Entering Unmasked Estep 
Score: -12414874.000000 Penalty: 3784.527100
	Iteration 51Q: 3 clusters Score -1.241487e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 113470 members 
Entering Unmasked Estep 
Score: -12414901.000000 Penalty: 3784.527100
	Iteration 52Q: 3 clusters Score -1.24149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -12414903.000000 Penalty: 3784.527100
	Iteration 53Q: 3 clusters Score -1.24149e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 113508 members 
Entering Unmasked Estep 
Score: -12414916.000000 Penalty: 3784.527100
	Iteration 54Q: 3 clusters Score -1.241492e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 113528 members 
Entering Unmasked Estep 
Score: -12414939.000000 Penalty: 3784.527100
	Iteration 55Q: 3 clusters Score -1.241494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -12414945.000000 Penalty: 3784.527100
	Iteration 56Q: 3 clusters Score -1.241494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -12414958.000000 Penalty: 3784.527100
	Iteration 57Q: 3 clusters Score -1.241496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 113560 members 
Entering Unmasked Estep 
Score: -12414966.000000 Penalty: 3784.527100
	Iteration 58Q: 3 clusters Score -1.241497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -12414968.000000 Penalty: 3784.527100
	Iteration 59Q: 3 clusters Score -1.241497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -12414963.000000 Penalty: 3784.527100
	Iteration 60F: 3 clusters Score -1.241496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -12414980.000000 Penalty: 3784.527100
	Iteration 61Q: 3 clusters Score -1.241498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -12414981.000000 Penalty: 3784.527100
	Iteration 62Q: 3 clusters Score -1.241498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -12414972.000000 Penalty: 3784.527100
	Iteration 63Q: 3 clusters Score -1.241497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -12414982.000000 Penalty: 3784.527100
	Iteration 64Q: 3 clusters Score -1.241498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 113584 members 
Entering Unmasked Estep 
Score: -12414979.000000 Penalty: 3784.527100
	Iteration 65Q: 3 clusters Score -1.241498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 113586 members 
Entering Unmasked Estep 
Score: -12414990.000000 Penalty: 3784.527100
	Iteration 66Q: 3 clusters Score -1.241499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -12414989.000000 Penalty: 3784.527100
	Iteration 67Q: 3 clusters Score -1.241499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 113591 members 
Entering Unmasked Estep 
Score: -12414984.000000 Penalty: 3784.527100
	Iteration 68Q: 3 clusters Score -1.241498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 113597 members 
Entering Unmasked Estep 
Score: -12414989.000000 Penalty: 3784.527100
	Iteration 69Q: 3 clusters Score -1.241499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 113602 members 
Entering Unmasked Estep 
Score: -12414985.000000 Penalty: 3784.527100
	Iteration 70Q: 3 clusters Score -1.241498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -12414985.000000 Penalty: 3784.527100
	Iteration 71Q: 3 clusters Score -1.241498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -12414998.000000 Penalty: 3784.527100
	Iteration 72Q: 3 clusters Score -1.2415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -12414998.000000 Penalty: 3784.527100
	Iteration 73Q: 3 clusters Score -1.2415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -12415001.000000 Penalty: 3784.527100
	Iteration 74Q: 3 clusters Score -1.2415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -12415001.000000 Penalty: 3784.527100
	Iteration 75F: 3 clusters Score -1.2415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 113608 members 
Mstep: Class 3 contains 175190 members 
Mstep: Class 5 contains 95735 members 
Mstep: Class 6 contains 19404 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 175645 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 35165 members 
Mstep: Class 14 contains 128283 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 30109 members 
Mstep: Class 18 contains 48609 members 
Mstep: Class 19 contains 33355 members 
Mstep: Class 20 contains 13623 members 
Entering Unmasked Estep 
Score: -93816384.000000 Penalty: 33373.367188
Splitting cluster 7 changes total score from -93816088.000000 to -93816384.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (175645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175645 members 
Entering Unmasked Estep 
Score: -19009452.000000 Penalty: 1962.385864
	Iteration 0F: 2 clusters Score -1.900945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87685 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -18892718.000000 Penalty: 3924.771729
	Iteration 0F: 3 clusters Score -1.889272e+07 nChanged 85295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -18943248.000000 Penalty: 3924.771729
	Iteration 1F: 3 clusters Score -1.894325e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -18944334.000000 Penalty: 3924.771729
	Iteration 2Q: 3 clusters Score -1.894433e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -18946090.000000 Penalty: 3924.771729
	Iteration 3Q: 3 clusters Score -1.894609e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -18948060.000000 Penalty: 3924.771729
	Iteration 4Q: 3 clusters Score -1.894806e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -18951446.000000 Penalty: 3924.771729
	Iteration 5Q: 3 clusters Score -1.895145e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -18956294.000000 Penalty: 3924.771729
	Iteration 6Q: 3 clusters Score -1.895629e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -18962142.000000 Penalty: 3924.771729
	Iteration 7F: 3 clusters Score -1.896214e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 112570 members 
Entering Unmasked Estep 
Score: -18968790.000000 Penalty: 3924.771729
	Iteration 8F: 3 clusters Score -1.896879e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 117327 members 
Entering Unmasked Estep 
Score: -18975456.000000 Penalty: 3924.771729
	Iteration 9F: 3 clusters Score -1.897546e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 121171 members 
Entering Unmasked Estep 
Score: -18981250.000000 Penalty: 3924.771729
	Iteration 10F: 3 clusters Score -1.898125e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -18985422.000000 Penalty: 3924.771729
	Iteration 11Q: 3 clusters Score -1.898542e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 126735 members 
Entering Unmasked Estep 
Score: -18987654.000000 Penalty: 3924.771729
	Iteration 12Q: 3 clusters Score -1.898765e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 129151 members 
Entering Unmasked Estep 
Score: -18988652.000000 Penalty: 3924.771729
	Iteration 13Q: 3 clusters Score -1.898865e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 131646 members 
Entering Unmasked Estep 
Score: -18989688.000000 Penalty: 3924.771729
	Iteration 14Q: 3 clusters Score -1.898969e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 134228 members 
Entering Unmasked Estep 
Score: -18990524.000000 Penalty: 3924.771729
	Iteration 15Q: 3 clusters Score -1.899052e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 136848 members 
Entering Unmasked Estep 
Score: -18991280.000000 Penalty: 3924.771729
	Iteration 16Q: 3 clusters Score -1.899128e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 139652 members 
Entering Unmasked Estep 
Score: -18992314.000000 Penalty: 3924.771729
	Iteration 17Q: 3 clusters Score -1.899231e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 142552 members 
Entering Unmasked Estep 
Score: -18993206.000000 Penalty: 3924.771729
	Iteration 18Q: 3 clusters Score -1.899321e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 145651 members 
Entering Unmasked Estep 
Score: -18994216.000000 Penalty: 3924.771729
	Iteration 19Q: 3 clusters Score -1.899422e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 148729 members 
Entering Unmasked Estep 
Score: -18995320.000000 Penalty: 3924.771729
	Iteration 20F: 3 clusters Score -1.899532e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 151912 members 
Entering Unmasked Estep 
Score: -18996582.000000 Penalty: 3924.771729
	Iteration 21Q: 3 clusters Score -1.899658e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 155073 members 
Entering Unmasked Estep 
Score: -18997810.000000 Penalty: 3924.771729
	Iteration 22Q: 3 clusters Score -1.899781e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 158169 members 
Entering Unmasked Estep 
Score: -18999080.000000 Penalty: 3924.771729
	Iteration 23Q: 3 clusters Score -1.899908e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 161062 members 
Entering Unmasked Estep 
Score: -19000296.000000 Penalty: 3924.771729
	Iteration 24Q: 3 clusters Score -1.90003e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 163764 members 
Entering Unmasked Estep 
Score: -19001626.000000 Penalty: 3924.771729
	Iteration 25Q: 3 clusters Score -1.900163e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 166207 members 
Entering Unmasked Estep 
Score: -19002880.000000 Penalty: 3924.771729
	Iteration 26Q: 3 clusters Score -1.900288e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 168332 members 
Entering Unmasked Estep 
Score: -19004062.000000 Penalty: 3924.771729
	Iteration 27Q: 3 clusters Score -1.900406e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -19005066.000000 Penalty: 3924.771729
	Iteration 28Q: 3 clusters Score -1.900507e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 171599 members 
Entering Unmasked Estep 
Score: -19005918.000000 Penalty: 3924.771729
	Iteration 29Q: 3 clusters Score -1.900592e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 172683 members 
Entering Unmasked Estep 
Score: -19006548.000000 Penalty: 3924.771729
	Iteration 30Q: 3 clusters Score -1.900655e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 173431 members 
Entering Unmasked Estep 
Score: -19006898.000000 Penalty: 3924.771729
	Iteration 31Q: 3 clusters Score -1.90069e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -19007122.000000 Penalty: 3924.771729
	Iteration 32Q: 3 clusters Score -1.900712e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 174328 members 
Entering Unmasked Estep 
Score: -19007336.000000 Penalty: 3924.771729
	Iteration 33Q: 3 clusters Score -1.900734e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 174545 members 
Entering Unmasked Estep 
Score: -19007472.000000 Penalty: 3924.771729
	Iteration 34Q: 3 clusters Score -1.900747e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 174696 members 
Entering Unmasked Estep 
Score: -19007544.000000 Penalty: 3924.771729
	Iteration 35Q: 3 clusters Score -1.900754e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 174799 members 
Entering Unmasked Estep 
Score: -19007628.000000 Penalty: 3924.771729
	Iteration 36Q: 3 clusters Score -1.900763e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -19007674.000000 Penalty: 3924.771729
	Iteration 37Q: 3 clusters Score -1.900767e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 174918 members 
Entering Unmasked Estep 
Score: -19007708.000000 Penalty: 3924.771729
	Iteration 38Q: 3 clusters Score -1.900771e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 174955 members 
Entering Unmasked Estep 
Score: -19007734.000000 Penalty: 3924.771729
	Iteration 39Q: 3 clusters Score -1.900773e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 174982 members 
Entering Unmasked Estep 
Score: -19007728.000000 Penalty: 3924.771729
	Iteration 40F: 3 clusters Score -1.900773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 175005 members 
Entering Unmasked Estep 
Score: -19007746.000000 Penalty: 3924.771729
	Iteration 41Q: 3 clusters Score -1.900775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 175031 members 
Entering Unmasked Estep 
Score: -19007752.000000 Penalty: 3924.771729
	Iteration 42Q: 3 clusters Score -1.900775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 175060 members 
Entering Unmasked Estep 
Score: -19007768.000000 Penalty: 3924.771729
	Iteration 43Q: 3 clusters Score -1.900777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 175078 members 
Entering Unmasked Estep 
Score: -19007780.000000 Penalty: 3924.771729
	Iteration 44Q: 3 clusters Score -1.900778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 175090 members 
Entering Unmasked Estep 
Score: -19007794.000000 Penalty: 3924.771729
	Iteration 45Q: 3 clusters Score -1.900779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 175098 members 
Entering Unmasked Estep 
Score: -19007812.000000 Penalty: 3924.771729
	Iteration 46Q: 3 clusters Score -1.900781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 175100 members 
Entering Unmasked Estep 
Score: -19007800.000000 Penalty: 3924.771729
	Iteration 47Q: 3 clusters Score -1.90078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 175107 members 
Entering Unmasked Estep 
Score: -19007800.000000 Penalty: 3924.771729
	Iteration 48Q: 3 clusters Score -1.90078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 175110 members 
Entering Unmasked Estep 
Score: -19007800.000000 Penalty: 3924.771729
	Iteration 49Q: 3 clusters Score -1.90078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -19007800.000000 Penalty: 3924.771729
	Iteration 50Q: 3 clusters Score -1.90078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 175115 members 
Entering Unmasked Estep 
Score: -19007806.000000 Penalty: 3924.771729
	Iteration 51Q: 3 clusters Score -1.900781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 175118 members 
Entering Unmasked Estep 
Score: -19007818.000000 Penalty: 3924.771729
	Iteration 52Q: 3 clusters Score -1.900782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 175117 members 
Entering Unmasked Estep 
Score: -19007812.000000 Penalty: 3924.771729
	Iteration 53Q: 3 clusters Score -1.900781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 175118 members 
Entering Unmasked Estep 
Score: -19007822.000000 Penalty: 3924.771729
	Iteration 54Q: 3 clusters Score -1.900782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 175119 members 
Entering Unmasked Estep 
Score: -19007818.000000 Penalty: 3924.771729
	Iteration 55Q: 3 clusters Score -1.900782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 175119 members 
Entering Unmasked Estep 
Score: -19007816.000000 Penalty: 3924.771729
	Iteration 56Q: 3 clusters Score -1.900782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 175119 members 
Entering Unmasked Estep 
Score: -19007816.000000 Penalty: 3924.771729
	Iteration 57F: 3 clusters Score -1.900782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -487358.218750 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -487358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483766.625000 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -483766.6 nChanged 1735
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: -484742.343750 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -484742.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -484901.968750 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -484902 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -484989.937500 Penalty: 2723.051514
	Iteration 3Q: 3 clusters Score -484989.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -485031.593750 Penalty: 2723.051514
	Iteration 4Q: 3 clusters Score -485031.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -485058.125000 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -485058.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -485075.500000 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -485075.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -485086.437500 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -485086.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -485098.375000 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -485098.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -485115.031250 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -485115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -485129.437500 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -485129.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -485143.281250 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -485143.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -485156.375000 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -485156.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -485168.718750 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -485168.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -485181.593750 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -485181.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -485188.250000 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -485188.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -485192.437500 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -485192.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -485196.250000 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -485196.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -485201.687500 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -485201.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -485207.437500 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -485207.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -485212.000000 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -485212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -485218.750000 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -485218.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -485224.875000 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -485224.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -485234.875000 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -485234.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -485245.062500 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -485245.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -485254.281250 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -485254.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -485265.468750 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -485265.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -485279.093750 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -485279.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -485293.750000 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -485293.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -485308.031250 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -485308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -485327.437500 Penalty: 2723.051514
	Iteration 30Q: 3 clusters Score -485327.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -485345.968750 Penalty: 2723.051514
	Iteration 31Q: 3 clusters Score -485346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -485369.937500 Penalty: 2723.051514
	Iteration 32Q: 3 clusters Score -485369.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -485397.218750 Penalty: 2723.051514
	Iteration 33Q: 3 clusters Score -485397.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -485418.250000 Penalty: 2723.051514
	Iteration 34Q: 3 clusters Score -485418.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -485447.843750 Penalty: 2723.051514
	Iteration 35Q: 3 clusters Score -485447.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -485489.687500 Penalty: 2723.051514
	Iteration 36Q: 3 clusters Score -485489.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -485544.437500 Penalty: 2723.051514
	Iteration 37Q: 3 clusters Score -485544.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -485605.500000 Penalty: 2723.051514
	Iteration 38Q: 3 clusters Score -485605.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -485663.562500 Penalty: 2723.051514
	Iteration 39Q: 3 clusters Score -485663.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -485727.156250 Penalty: 2723.051514
	Iteration 40F: 3 clusters Score -485727.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -485779.406250 Penalty: 2723.051514
	Iteration 41Q: 3 clusters Score -485779.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -485847.281250 Penalty: 2723.051514
	Iteration 42Q: 3 clusters Score -485847.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -485914.250000 Penalty: 2723.051514
	Iteration 43Q: 3 clusters Score -485914.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -485991.781250 Penalty: 2723.051514
	Iteration 44Q: 3 clusters Score -485991.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -486052.000000 Penalty: 2723.051514
	Iteration 45Q: 3 clusters Score -486052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -486091.906250 Penalty: 2723.051514
	Iteration 46Q: 3 clusters Score -486091.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -486114.906250 Penalty: 2723.051514
	Iteration 47Q: 3 clusters Score -486114.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -486133.187500 Penalty: 2723.051514
	Iteration 48Q: 3 clusters Score -486133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -486148.156250 Penalty: 2723.051514
	Iteration 49Q: 3 clusters Score -486148.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -486158.875000 Penalty: 2723.051514
	Iteration 50Q: 3 clusters Score -486158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -486166.375000 Penalty: 2723.051514
	Iteration 51Q: 3 clusters Score -486166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -486174.781250 Penalty: 2723.051514
	Iteration 52Q: 3 clusters Score -486174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -486180.062500 Penalty: 2723.051514
	Iteration 53Q: 3 clusters Score -486180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -486181.468750 Penalty: 2723.051514
	Iteration 54Q: 3 clusters Score -486181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -486181.468750 Penalty: 2723.051514
	Iteration 55F: 3 clusters Score -486181.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Entering Unmasked Estep 
Score: -3853273.750000 Penalty: 1701.018555
	Iteration 0F: 2 clusters Score -3853274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3829694.500000 Penalty: 3402.037109
	Iteration 0F: 3 clusters Score -3829694 nChanged 16253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3838906.750000 Penalty: 3402.037109
	Iteration 1F: 3 clusters Score -3838907 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3839462.750000 Penalty: 3402.037109
	Iteration 2Q: 3 clusters Score -3839463 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3840094.000000 Penalty: 3402.037109
	Iteration 3Q: 3 clusters Score -3840094 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3841057.250000 Penalty: 3402.037109
	Iteration 4F: 3 clusters Score -3841057 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3842477.000000 Penalty: 3402.037109
	Iteration 5F: 3 clusters Score -3842477 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3844366.750000 Penalty: 3402.037109
	Iteration 6F: 3 clusters Score -3844367 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3846375.500000 Penalty: 3402.037109
	Iteration 7F: 3 clusters Score -3846376 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3847829.000000 Penalty: 3402.037109
	Iteration 8F: 3 clusters Score -3847829 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3848570.000000 Penalty: 3402.037109
	Iteration 9Q: 3 clusters Score -3848570 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3848943.750000 Penalty: 3402.037109
	Iteration 10Q: 3 clusters Score -3848944 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3849171.500000 Penalty: 3402.037109
	Iteration 11Q: 3 clusters Score -3849172 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3849306.250000 Penalty: 3402.037109
	Iteration 12Q: 3 clusters Score -3849306 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3849399.000000 Penalty: 3402.037109
	Iteration 13Q: 3 clusters Score -3849399 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3849496.250000 Penalty: 3402.037109
	Iteration 14Q: 3 clusters Score -3849496 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3849580.750000 Penalty: 3402.037109
	Iteration 15Q: 3 clusters Score -3849581 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3849671.500000 Penalty: 3402.037109
	Iteration 16Q: 3 clusters Score -3849672 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3849754.750000 Penalty: 3402.037109
	Iteration 17Q: 3 clusters Score -3849755 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3849863.750000 Penalty: 3402.037109
	Iteration 18Q: 3 clusters Score -3849864 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3849960.500000 Penalty: 3402.037109
	Iteration 19Q: 3 clusters Score -3849960 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3850076.250000 Penalty: 3402.037109
	Iteration 20F: 3 clusters Score -3850076 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3850205.750000 Penalty: 3402.037109
	Iteration 21Q: 3 clusters Score -3850206 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3850332.250000 Penalty: 3402.037109
	Iteration 22Q: 3 clusters Score -3850332 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3850477.750000 Penalty: 3402.037109
	Iteration 23Q: 3 clusters Score -3850478 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3850601.000000 Penalty: 3402.037109
	Iteration 24Q: 3 clusters Score -3850601 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3850720.750000 Penalty: 3402.037109
	Iteration 25Q: 3 clusters Score -3850721 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3850845.750000 Penalty: 3402.037109
	Iteration 26Q: 3 clusters Score -3850846 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3850958.250000 Penalty: 3402.037109
	Iteration 27Q: 3 clusters Score -3850958 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3851097.750000 Penalty: 3402.037109
	Iteration 28Q: 3 clusters Score -3851098 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3851222.500000 Penalty: 3402.037109
	Iteration 29Q: 3 clusters Score -3851222 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3851331.250000 Penalty: 3402.037109
	Iteration 30Q: 3 clusters Score -3851331 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3851430.750000 Penalty: 3402.037109
	Iteration 31Q: 3 clusters Score -3851431 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3851509.750000 Penalty: 3402.037109
	Iteration 32Q: 3 clusters Score -3851510 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3851565.250000 Penalty: 3402.037109
	Iteration 33Q: 3 clusters Score -3851565 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3851626.750000 Penalty: 3402.037109
	Iteration 34Q: 3 clusters Score -3851627 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3851685.250000 Penalty: 3402.037109
	Iteration 35Q: 3 clusters Score -3851685 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3851739.500000 Penalty: 3402.037109
	Iteration 36Q: 3 clusters Score -3851740 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3851808.000000 Penalty: 3402.037109
	Iteration 37Q: 3 clusters Score -3851808 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3851874.250000 Penalty: 3402.037109
	Iteration 38Q: 3 clusters Score -3851874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3851915.750000 Penalty: 3402.037109
	Iteration 39Q: 3 clusters Score -3851916 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3851960.000000 Penalty: 3402.037109
	Iteration 40F: 3 clusters Score -3851960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3851987.500000 Penalty: 3402.037109
	Iteration 41Q: 3 clusters Score -3851988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3852011.250000 Penalty: 3402.037109
	Iteration 42Q: 3 clusters Score -3852011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3852025.000000 Penalty: 3402.037109
	Iteration 43Q: 3 clusters Score -3852025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3852041.500000 Penalty: 3402.037109
	Iteration 44Q: 3 clusters Score -3852042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3852064.750000 Penalty: 3402.037109
	Iteration 45Q: 3 clusters Score -3852065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3852073.000000 Penalty: 3402.037109
	Iteration 46Q: 3 clusters Score -3852073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3852083.250000 Penalty: 3402.037109
	Iteration 47Q: 3 clusters Score -3852083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3852096.500000 Penalty: 3402.037109
	Iteration 48Q: 3 clusters Score -3852096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3852096.250000 Penalty: 3402.037109
	Iteration 49Q: 3 clusters Score -3852096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3852102.000000 Penalty: 3402.037109
	Iteration 50Q: 3 clusters Score -3852102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3852111.500000 Penalty: 3402.037109
	Iteration 51Q: 3 clusters Score -3852112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3852109.750000 Penalty: 3402.037109
	Iteration 52Q: 3 clusters Score -3852110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3852103.000000 Penalty: 3402.037109
	Iteration 53Q: 3 clusters Score -3852103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3852104.750000 Penalty: 3402.037109
	Iteration 54Q: 3 clusters Score -3852105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3852108.250000 Penalty: 3402.037109
	Iteration 55Q: 3 clusters Score -3852108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3852110.750000 Penalty: 3402.037109
	Iteration 56Q: 3 clusters Score -3852111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3852108.750000 Penalty: 3402.037109
	Iteration 57Q: 3 clusters Score -3852109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3852111.000000 Penalty: 3402.037109
	Iteration 58Q: 3 clusters Score -3852111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3852111.000000 Penalty: 3402.037109
	Iteration 59F: 3 clusters Score -3852111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (128283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128283 members 
Entering Unmasked Estep 
Score: -13852492.000000 Penalty: 1911.324097
	Iteration 0F: 2 clusters Score -1.385249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -13766502.000000 Penalty: 3822.648193
	Iteration 0F: 3 clusters Score -1.37665e+07 nChanged 61497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -13802605.000000 Penalty: 3822.648193
	Iteration 1F: 3 clusters Score -1.38026e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -13803760.000000 Penalty: 3822.648193
	Iteration 2Q: 3 clusters Score -1.380376e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -13805789.000000 Penalty: 3822.648193
	Iteration 3Q: 3 clusters Score -1.380579e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -13809610.000000 Penalty: 3822.648193
	Iteration 4F: 3 clusters Score -1.380961e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 91228 members 
Entering Unmasked Estep 
Score: -13816057.000000 Penalty: 3822.648193
	Iteration 5F: 3 clusters Score -1.381606e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -13825099.000000 Penalty: 3822.648193
	Iteration 6F: 3 clusters Score -1.38251e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 111532 members 
Entering Unmasked Estep 
Score: -13834819.000000 Penalty: 3822.648193
	Iteration 7F: 3 clusters Score -1.383482e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 119188 members 
Entering Unmasked Estep 
Score: -13842272.000000 Penalty: 3822.648193
	Iteration 8F: 3 clusters Score -1.384227e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 123877 members 
Entering Unmasked Estep 
Score: -13846847.000000 Penalty: 3822.648193
	Iteration 9Q: 3 clusters Score -1.384685e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 126356 members 
Entering Unmasked Estep 
Score: -13849222.000000 Penalty: 3822.648193
	Iteration 10Q: 3 clusters Score -1.384922e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 127364 members 
Entering Unmasked Estep 
Score: -13850186.000000 Penalty: 3822.648193
	Iteration 11Q: 3 clusters Score -1.385019e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 127726 members 
Entering Unmasked Estep 
Score: -13850532.000000 Penalty: 3822.648193
	Iteration 12Q: 3 clusters Score -1.385053e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -13850663.000000 Penalty: 3822.648193
	Iteration 13Q: 3 clusters Score -1.385066e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 127904 members 
Entering Unmasked Estep 
Score: -13850748.000000 Penalty: 3822.648193
	Iteration 14Q: 3 clusters Score -1.385075e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 127946 members 
Entering Unmasked Estep 
Score: -13850817.000000 Penalty: 3822.648193
	Iteration 15Q: 3 clusters Score -1.385082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 127969 members 
Entering Unmasked Estep 
Score: -13850833.000000 Penalty: 3822.648193
	Iteration 16Q: 3 clusters Score -1.385083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 127984 members 
Entering Unmasked Estep 
Score: -13850856.000000 Penalty: 3822.648193
	Iteration 17Q: 3 clusters Score -1.385086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -13850869.000000 Penalty: 3822.648193
	Iteration 18Q: 3 clusters Score -1.385087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 128001 members 
Entering Unmasked Estep 
Score: -13850872.000000 Penalty: 3822.648193
	Iteration 19Q: 3 clusters Score -1.385087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 128007 members 
Entering Unmasked Estep 
Score: -13850893.000000 Penalty: 3822.648193
	Iteration 20F: 3 clusters Score -1.385089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 128017 members 
Entering Unmasked Estep 
Score: -13850907.000000 Penalty: 3822.648193
	Iteration 21Q: 3 clusters Score -1.385091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -13850918.000000 Penalty: 3822.648193
	Iteration 22Q: 3 clusters Score -1.385092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 128038 members 
Entering Unmasked Estep 
Score: -13850940.000000 Penalty: 3822.648193
	Iteration 23Q: 3 clusters Score -1.385094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 128039 members 
Entering Unmasked Estep 
Score: -13850943.000000 Penalty: 3822.648193
	Iteration 24Q: 3 clusters Score -1.385094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 128040 members 
Entering Unmasked Estep 
Score: -13850944.000000 Penalty: 3822.648193
	Iteration 25Q: 3 clusters Score -1.385094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 128040 members 
Entering Unmasked Estep 
Score: -13850944.000000 Penalty: 3822.648193
	Iteration 26F: 3 clusters Score -1.385094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -320573.375000 Penalty: 1288.892090
	Iteration 0F: 2 clusters Score -320573.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -317982.531250 Penalty: 2577.784180
	Iteration 0F: 3 clusters Score -317982.5 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -318632.468750 Penalty: 2577.784180
	Iteration 1F: 3 clusters Score -318632.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -318744.562500 Penalty: 2577.784180
	Iteration 2F: 3 clusters Score -318744.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -318809.687500 Penalty: 2577.784180
	Iteration 3Q: 3 clusters Score -318809.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -318848.562500 Penalty: 2577.784180
	Iteration 4Q: 3 clusters Score -318848.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -318874.593750 Penalty: 2577.784180
	Iteration 5Q: 3 clusters Score -318874.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -318891.343750 Penalty: 2577.784180
	Iteration 6Q: 3 clusters Score -318891.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -318905.468750 Penalty: 2577.784180
	Iteration 7Q: 3 clusters Score -318905.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -318917.125000 Penalty: 2577.784180
	Iteration 8Q: 3 clusters Score -318917.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -318925.250000 Penalty: 2577.784180
	Iteration 9Q: 3 clusters Score -318925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -318932.406250 Penalty: 2577.784180
	Iteration 10Q: 3 clusters Score -318932.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -318938.250000 Penalty: 2577.784180
	Iteration 11Q: 3 clusters Score -318938.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -318942.468750 Penalty: 2577.784180
	Iteration 12Q: 3 clusters Score -318942.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -318949.812500 Penalty: 2577.784180
	Iteration 13Q: 3 clusters Score -318949.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -318956.000000 Penalty: 2577.784180
	Iteration 14Q: 3 clusters Score -318956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -318958.906250 Penalty: 2577.784180
	Iteration 15Q: 3 clusters Score -318958.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -318961.937500 Penalty: 2577.784180
	Iteration 16Q: 3 clusters Score -318961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -318963.062500 Penalty: 2577.784180
	Iteration 17Q: 3 clusters Score -318963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -318964.968750 Penalty: 2577.784180
	Iteration 18Q: 3 clusters Score -318965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -318964.937500 Penalty: 2577.784180
	Iteration 19Q: 3 clusters Score -318964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -318966.281250 Penalty: 2577.784180
	Iteration 20F: 3 clusters Score -318966.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -318967.125000 Penalty: 2577.784180
	Iteration 21Q: 3 clusters Score -318967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -318968.250000 Penalty: 2577.784180
	Iteration 22Q: 3 clusters Score -318968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -318969.468750 Penalty: 2577.784180
	Iteration 23Q: 3 clusters Score -318969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -318969.562500 Penalty: 2577.784180
	Iteration 24Q: 3 clusters Score -318969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -318969.531250 Penalty: 2577.784180
	Iteration 25Q: 3 clusters Score -318969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -318970.093750 Penalty: 2577.784180
	Iteration 26Q: 3 clusters Score -318970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -318970.093750 Penalty: 2577.784180
	Iteration 27F: 3 clusters Score -318970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Entering Unmasked Estep 
Score: -3299167.250000 Penalty: 1675.794067
	Iteration 0F: 2 clusters Score -3299167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3279087.750000 Penalty: 3351.588135
	Iteration 0F: 3 clusters Score -3279088 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3286770.500000 Penalty: 3351.588135
	Iteration 1F: 3 clusters Score -3286770 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3287136.750000 Penalty: 3351.588135
	Iteration 2Q: 3 clusters Score -3287137 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3287461.500000 Penalty: 3351.588135
	Iteration 3Q: 3 clusters Score -3287462 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3287808.500000 Penalty: 3351.588135
	Iteration 4Q: 3 clusters Score -3287808 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3288242.000000 Penalty: 3351.588135
	Iteration 5Q: 3 clusters Score -3288242 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3288860.250000 Penalty: 3351.588135
	Iteration 6Q: 3 clusters Score -3288860 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3289845.500000 Penalty: 3351.588135
	Iteration 7F: 3 clusters Score -3289846 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3291399.250000 Penalty: 3351.588135
	Iteration 8F: 3 clusters Score -3291399 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3293476.000000 Penalty: 3351.588135
	Iteration 9F: 3 clusters Score -3293476 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3295466.250000 Penalty: 3351.588135
	Iteration 10F: 3 clusters Score -3295466 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3296779.250000 Penalty: 3351.588135
	Iteration 11Q: 3 clusters Score -3296779 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3297442.250000 Penalty: 3351.588135
	Iteration 12Q: 3 clusters Score -3297442 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3297756.750000 Penalty: 3351.588135
	Iteration 13Q: 3 clusters Score -3297757 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3297955.000000 Penalty: 3351.588135
	Iteration 14Q: 3 clusters Score -3297955 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -3298053.500000 Penalty: 3351.588135
	Iteration 15Q: 3 clusters Score -3298054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3298124.000000 Penalty: 3351.588135
	Iteration 16Q: 3 clusters Score -3298124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3298155.250000 Penalty: 3351.588135
	Iteration 17Q: 3 clusters Score -3298155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3298171.250000 Penalty: 3351.588135
	Iteration 18Q: 3 clusters Score -3298171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3298186.750000 Penalty: 3351.588135
	Iteration 19Q: 3 clusters Score -3298187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -3298198.750000 Penalty: 3351.588135
	Iteration 20F: 3 clusters Score -3298199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -3298212.750000 Penalty: 3351.588135
	Iteration 21Q: 3 clusters Score -3298213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3298217.500000 Penalty: 3351.588135
	Iteration 22Q: 3 clusters Score -3298218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3298218.250000 Penalty: 3351.588135
	Iteration 23Q: 3 clusters Score -3298218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3298218.250000 Penalty: 3351.588135
	Iteration 24F: 3 clusters Score -3298218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Entering Unmasked Estep 
Score: -5153650.500000 Penalty: 1753.629150
	Iteration 0F: 2 clusters Score -5153650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5121083.500000 Penalty: 3507.258301
	Iteration 0F: 3 clusters Score -5121084 nChanged 22935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5135527.000000 Penalty: 3507.258301
	Iteration 1F: 3 clusters Score -5135527 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5137646.000000 Penalty: 3507.258301
	Iteration 2F: 3 clusters Score -5137646 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5140870.000000 Penalty: 3507.258301
	Iteration 3F: 3 clusters Score -5140870 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -5145350.000000 Penalty: 3507.258301
	Iteration 4F: 3 clusters Score -5145350 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -5149823.500000 Penalty: 3507.258301
	Iteration 5F: 3 clusters Score -5149824 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5152973.500000 Penalty: 3507.258301
	Iteration 6F: 3 clusters Score -5152974 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -5154864.000000 Penalty: 3507.258301
	Iteration 7Q: 3 clusters Score -5154864 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -5155816.000000 Penalty: 3507.258301
	Iteration 8Q: 3 clusters Score -5155816 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -5156274.500000 Penalty: 3507.258301
	Iteration 9Q: 3 clusters Score -5156274 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -5156452.000000 Penalty: 3507.258301
	Iteration 10Q: 3 clusters Score -5156452 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -5156528.000000 Penalty: 3507.258301
	Iteration 11Q: 3 clusters Score -5156528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -5156569.500000 Penalty: 3507.258301
	Iteration 12Q: 3 clusters Score -5156570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -5156599.500000 Penalty: 3507.258301
	Iteration 13Q: 3 clusters Score -5156600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -5156631.500000 Penalty: 3507.258301
	Iteration 14Q: 3 clusters Score -5156632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -5156630.500000 Penalty: 3507.258301
	Iteration 15Q: 3 clusters Score -5156630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -5156638.500000 Penalty: 3507.258301
	Iteration 16Q: 3 clusters Score -5156638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -5156647.000000 Penalty: 3507.258301
	Iteration 17Q: 3 clusters Score -5156647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -5156644.000000 Penalty: 3507.258301
	Iteration 18Q: 3 clusters Score -5156644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -5156647.500000 Penalty: 3507.258301
	Iteration 19Q: 3 clusters Score -5156648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -5156652.500000 Penalty: 3507.258301
	Iteration 20F: 3 clusters Score -5156652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5156651.500000 Penalty: 3507.258301
	Iteration 21Q: 3 clusters Score -5156652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5156648.000000 Penalty: 3507.258301
	Iteration 22Q: 3 clusters Score -5156648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -5156645.500000 Penalty: 3507.258301
	Iteration 23Q: 3 clusters Score -5156646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -5156648.500000 Penalty: 3507.258301
	Iteration 24Q: 3 clusters Score -5156648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -5156645.000000 Penalty: 3507.258301
	Iteration 25Q: 3 clusters Score -5156645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -5156644.000000 Penalty: 3507.258301
	Iteration 26Q: 3 clusters Score -5156644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -5156643.000000 Penalty: 3507.258301
	Iteration 27Q: 3 clusters Score -5156643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -5156646.000000 Penalty: 3507.258301
	Iteration 28Q: 3 clusters Score -5156646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -5156649.000000 Penalty: 3507.258301
	Iteration 29Q: 3 clusters Score -5156649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -5156644.500000 Penalty: 3507.258301
	Iteration 30Q: 3 clusters Score -5156644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -5156648.000000 Penalty: 3507.258301
	Iteration 31Q: 3 clusters Score -5156648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5156650.500000 Penalty: 3507.258301
	Iteration 32Q: 3 clusters Score -5156650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5156651.000000 Penalty: 3507.258301
	Iteration 33Q: 3 clusters Score -5156651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5156649.000000 Penalty: 3507.258301
	Iteration 34Q: 3 clusters Score -5156649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -5156651.000000 Penalty: 3507.258301
	Iteration 35Q: 3 clusters Score -5156651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5156645.000000 Penalty: 3507.258301
	Iteration 36Q: 3 clusters Score -5156645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -5156645.000000 Penalty: 3507.258301
	Iteration 37Q: 3 clusters Score -5156645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5156642.500000 Penalty: 3507.258301
	Iteration 38Q: 3 clusters Score -5156642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -5156642.500000 Penalty: 3507.258301
	Iteration 39Q: 3 clusters Score -5156642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5156641.500000 Penalty: 3507.258301
	Iteration 40F: 3 clusters Score -5156642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 113608 members 
Mstep: Class 3 contains 175190 members 
Mstep: Class 4 contains 46713 members 
Mstep: Class 5 contains 95735 members 
Mstep: Class 6 contains 19404 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 175645 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 35165 members 
Mstep: Class 14 contains 128283 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 30109 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 33355 members 
Mstep: Class 20 contains 13623 members 
Entering Unmasked Estep 
Score: -93819768.000000 Penalty: 35598.257812
Splitting cluster 18 changes total score from -93816088.000000 to -93819768.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 19 (33355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Entering Unmasked Estep 
Score: -3459934.250000 Penalty: 1692.431396
	Iteration 0F: 2 clusters Score -3459934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3437697.750000 Penalty: 3384.862793
	Iteration 0F: 3 clusters Score -3437698 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3447438.750000 Penalty: 3384.862793
	Iteration 1F: 3 clusters Score -3447439 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3450049.750000 Penalty: 3384.862793
	Iteration 2F: 3 clusters Score -3450050 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3453423.250000 Penalty: 3384.862793
	Iteration 3F: 3 clusters Score -3453423 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3456532.500000 Penalty: 3384.862793
	Iteration 4F: 3 clusters Score -3456532 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3458461.250000 Penalty: 3384.862793
	Iteration 5F: 3 clusters Score -3458461 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3459302.750000 Penalty: 3384.862793
	Iteration 6F: 3 clusters Score -3459303 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3459528.500000 Penalty: 3384.862793
	Iteration 7Q: 3 clusters Score -3459528 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3459591.750000 Penalty: 3384.862793
	Iteration 8Q: 3 clusters Score -3459592 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3459617.000000 Penalty: 3384.862793
	Iteration 9Q: 3 clusters Score -3459617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3459621.250000 Penalty: 3384.862793
	Iteration 10Q: 3 clusters Score -3459621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3459626.500000 Penalty: 3384.862793
	Iteration 11Q: 3 clusters Score -3459626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3459628.250000 Penalty: 3384.862793
	Iteration 12Q: 3 clusters Score -3459628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3459635.750000 Penalty: 3384.862793
	Iteration 13Q: 3 clusters Score -3459636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3459629.000000 Penalty: 3384.862793
	Iteration 14Q: 3 clusters Score -3459629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3459635.500000 Penalty: 3384.862793
	Iteration 15Q: 3 clusters Score -3459636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3459633.500000 Penalty: 3384.862793
	Iteration 16Q: 3 clusters Score -3459634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3459630.000000 Penalty: 3384.862793
	Iteration 17Q: 3 clusters Score -3459630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3459632.250000 Penalty: 3384.862793
	Iteration 18Q: 3 clusters Score -3459632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3459632.250000 Penalty: 3384.862793
	Iteration 19F: 3 clusters Score -3459632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Entering Unmasked Estep 
Score: -1512469.500000 Penalty: 1546.921143
	Iteration 0F: 2 clusters Score -1512470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1502865.375000 Penalty: 3093.842285
	Iteration 0F: 3 clusters Score -1502865 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1506119.375000 Penalty: 3093.842285
	Iteration 1F: 3 clusters Score -1506119 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1506439.625000 Penalty: 3093.842285
	Iteration 2F: 3 clusters Score -1506440 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1506690.750000 Penalty: 3093.842285
	Iteration 3F: 3 clusters Score -1506691 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1506872.750000 Penalty: 3093.842285
	Iteration 4Q: 3 clusters Score -1506873 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1507044.625000 Penalty: 3093.842285
	Iteration 5Q: 3 clusters Score -1507045 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1507242.125000 Penalty: 3093.842285
	Iteration 6Q: 3 clusters Score -1507242 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1507518.750000 Penalty: 3093.842285
	Iteration 7Q: 3 clusters Score -1507519 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1507831.250000 Penalty: 3093.842285
	Iteration 8Q: 3 clusters Score -1507831 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1508212.125000 Penalty: 3093.842285
	Iteration 9Q: 3 clusters Score -1508212 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1508642.000000 Penalty: 3093.842285
	Iteration 10Q: 3 clusters Score -1508642 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1509049.500000 Penalty: 3093.842285
	Iteration 11Q: 3 clusters Score -1509050 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1509388.750000 Penalty: 3093.842285
	Iteration 12Q: 3 clusters Score -1509389 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1509589 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1509691 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1509763 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1509823.750000 Penalty: 3093.842285
	Iteration 16Q: 3 clusters Score -1509824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1509871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1509909.000000 Penalty: 3093.842285
	Iteration 18Q: 3 clusters Score -1509909 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1509937 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1509972.125000 Penalty: 3093.842285
	Iteration 20F: 3 clusters Score -1509972 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1510000 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1510028.500000 Penalty: 3093.842285
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1510044.625000 Penalty: 3093.842285
	Iteration 23Q: 3 clusters Score -1510045 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1510063.125000 Penalty: 3093.842285
	Iteration 24Q: 3 clusters Score -1510063 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1510091 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1510100.875000 Penalty: 3093.842285
	Iteration 26Q: 3 clusters Score -1510101 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1510115 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1510135.250000 Penalty: 3093.842285
	Iteration 28Q: 3 clusters Score -1510135 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1510147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1510155.000000 Penalty: 3093.842285
	Iteration 30Q: 3 clusters Score -1510155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1510171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1510192.000000 Penalty: 3093.842285
	Iteration 32Q: 3 clusters Score -1510192 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1510200.875000 Penalty: 3093.842285
	Iteration 33Q: 3 clusters Score -1510201 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1510210.875000 Penalty: 3093.842285
	Iteration 34Q: 3 clusters Score -1510211 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1510219.750000 Penalty: 3093.842285
	Iteration 35Q: 3 clusters Score -1510220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1510231.375000 Penalty: 3093.842285
	Iteration 36Q: 3 clusters Score -1510231 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1510241.625000 Penalty: 3093.842285
	Iteration 37Q: 3 clusters Score -1510242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1510252.500000 Penalty: 3093.842285
	Iteration 38Q: 3 clusters Score -1510252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1510267.625000 Penalty: 3093.842285
	Iteration 39Q: 3 clusters Score -1510268 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1510282.375000 Penalty: 3093.842285
	Iteration 40F: 3 clusters Score -1510282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1510299 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1510316 nChanged 69
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Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1510340 nChanged 71
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Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1510349 nChanged 70
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Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1510363 nChanged 62
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Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1510377 nChanged 67
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Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1510390.625000 Penalty: 3093.842285
	Iteration 47Q: 3 clusters Score -1510391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1510401.625000 Penalty: 3093.842285
	Iteration 48Q: 3 clusters Score -1510402 nChanged 60
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Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1510412 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1510418.875000 Penalty: 3093.842285
	Iteration 50Q: 3 clusters Score -1510419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1510426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1510434.625000 Penalty: 3093.842285
	Iteration 52Q: 3 clusters Score -1510435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1510451.250000 Penalty: 3093.842285
	Iteration 53Q: 3 clusters Score -1510451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1510462.250000 Penalty: 3093.842285
	Iteration 54Q: 3 clusters Score -1510462 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1510482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1510500.500000 Penalty: 3093.842285
	Iteration 56Q: 3 clusters Score -1510500 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1510525.750000 Penalty: 3093.842285
	Iteration 57Q: 3 clusters Score -1510526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1510554.125000 Penalty: 3093.842285
	Iteration 58Q: 3 clusters Score -1510554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1510585.250000 Penalty: 3093.842285
	Iteration 59Q: 3 clusters Score -1510585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1510607.625000 Penalty: 3093.842285
	Iteration 60F: 3 clusters Score -1510608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1510631.250000 Penalty: 3093.842285
	Iteration 61Q: 3 clusters Score -1510631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1510659.625000 Penalty: 3093.842285
	Iteration 62Q: 3 clusters Score -1510660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1510691.375000 Penalty: 3093.842285
	Iteration 63Q: 3 clusters Score -1510691 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1510706.250000 Penalty: 3093.842285
	Iteration 64Q: 3 clusters Score -1510706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1510736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1510755.000000 Penalty: 3093.842285
	Iteration 66Q: 3 clusters Score -1510755 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1510778 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1510798.250000 Penalty: 3093.842285
	Iteration 68Q: 3 clusters Score -1510798 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1510817.500000 Penalty: 3093.842285
	Iteration 69Q: 3 clusters Score -1510818 nChanged 46
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Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1510830.625000 Penalty: 3093.842285
	Iteration 70Q: 3 clusters Score -1510831 nChanged 45
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Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1510841.000000 Penalty: 3093.842285
	Iteration 71Q: 3 clusters Score -1510841 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1510856.000000 Penalty: 3093.842285
	Iteration 72Q: 3 clusters Score -1510856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1510877.875000 Penalty: 3093.842285
	Iteration 73Q: 3 clusters Score -1510878 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1510898.000000 Penalty: 3093.842285
	Iteration 74Q: 3 clusters Score -1510898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1510906.500000 Penalty: 3093.842285
	Iteration 75Q: 3 clusters Score -1510906 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1510922.875000 Penalty: 3093.842285
	Iteration 76Q: 3 clusters Score -1510923 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12022 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1510929 nChanged 34
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Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1510939.625000 Penalty: 3093.842285
	Iteration 78Q: 3 clusters Score -1510940 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1510949.500000 Penalty: 3093.842285
	Iteration 79Q: 3 clusters Score -1510950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1510952.875000 Penalty: 3093.842285
	Iteration 80F: 3 clusters Score -1510953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1510959.125000 Penalty: 3093.842285
	Iteration 81Q: 3 clusters Score -1510959 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1510974.625000 Penalty: 3093.842285
	Iteration 82Q: 3 clusters Score -1510975 nChanged 40
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Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1510986.375000 Penalty: 3093.842285
	Iteration 83Q: 3 clusters Score -1510986 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1510997.500000 Penalty: 3093.842285
	Iteration 84Q: 3 clusters Score -1510998 nChanged 40
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Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1511012 nChanged 33
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Mstep: Class 1 contains 12314 members 
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Entering Unmasked Estep 
Score: -1511025.625000 Penalty: 3093.842285
	Iteration 86Q: 3 clusters Score -1511026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1511031.625000 Penalty: 3093.842285
	Iteration 87Q: 3 clusters Score -1511032 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1511036.875000 Penalty: 3093.842285
	Iteration 88Q: 3 clusters Score -1511037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1511043.500000 Penalty: 3093.842285
	Iteration 89Q: 3 clusters Score -1511044 nChanged 15
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Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1511047 nChanged 15
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Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1511048.750000 Penalty: 3093.842285
	Iteration 91Q: 3 clusters Score -1511049 nChanged 12
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Mstep: Class 1 contains 12408 members 
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Entering Unmasked Estep 
Score: -1511051.750000 Penalty: 3093.842285
	Iteration 92Q: 3 clusters Score -1511052 nChanged 12
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Mstep: Class 1 contains 12420 members 
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Entering Unmasked Estep 
Score: -1511053.000000 Penalty: 3093.842285
	Iteration 93Q: 3 clusters Score -1511053 nChanged 11
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Mstep: Class 1 contains 12429 members 
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Entering Unmasked Estep 
Score: -1511058.375000 Penalty: 3093.842285
	Iteration 94Q: 3 clusters Score -1511058 nChanged 7
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Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1511059.250000 Penalty: 3093.842285
	Iteration 95Q: 3 clusters Score -1511059 nChanged 9
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Mstep: Class 1 contains 12445 members 
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Entering Unmasked Estep 
Score: -1511061.500000 Penalty: 3093.842285
	Iteration 96Q: 3 clusters Score -1511062 nChanged 7
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Mstep: Class 1 contains 12452 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1511060 nChanged 4
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Mstep: Class 1 contains 12456 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1511061 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1511063.000000 Penalty: 3093.842285
	Iteration 99Q: 3 clusters Score -1511063 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1511070.000000 Penalty: 3093.842285
	Iteration 100F: 3 clusters Score -1511070 nChanged 11
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Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1511071 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12490 members 
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Entering Unmasked Estep 
Score: -1511073.500000 Penalty: 3093.842285
	Iteration 102Q: 3 clusters Score -1511074 nChanged 6
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Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1511073 nChanged 4
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Mstep: Class 1 contains 12500 members 
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Entering Unmasked Estep 
Score: -1511075.000000 Penalty: 3093.842285
	Iteration 104Q: 3 clusters Score -1511075 nChanged 5
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Mstep: Class 1 contains 12505 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1511073 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1511072.500000 Penalty: 3093.842285
	Iteration 106Q: 3 clusters Score -1511072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1511072.625000 Penalty: 3093.842285
	Iteration 107Q: 3 clusters Score -1511073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1511077.000000 Penalty: 3093.842285
	Iteration 108Q: 3 clusters Score -1511077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1511079.750000 Penalty: 3093.842285
	Iteration 109Q: 3 clusters Score -1511080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1511080.375000 Penalty: 3093.842285
	Iteration 110Q: 3 clusters Score -1511080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1511080.625000 Penalty: 3093.842285
	Iteration 111Q: 3 clusters Score -1511081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1511081.000000 Penalty: 3093.842285
	Iteration 112Q: 3 clusters Score -1511081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1511081.000000 Penalty: 3093.842285
	Iteration 113F: 3 clusters Score -1511081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 3 contains 175190 members 
Mstep: Class 5 contains 95735 members 
Mstep: Class 6 contains 19404 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 175645 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 35165 members 
Mstep: Class 14 contains 128283 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 30109 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 33355 members 
Mstep: Class 20 contains 13623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93822208.000000 Penalty: 35598.257812
Iteration 39Q: 17 clusters Score -9.382221e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 112391 members 
Mstep: Class 3 contains 175335 members 
Mstep: Class 4 contains 46238 members 
Mstep: Class 5 contains 95169 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 175885 members 
Mstep: Class 9 contains 4395 members 
Mstep: Class 10 contains 35240 members 
Mstep: Class 14 contains 128206 members 
Mstep: Class 15 contains 2751 members 
Mstep: Class 16 contains 30234 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 33660 members 
Mstep: Class 20 contains 13568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93824912.000000 Penalty: 35598.257812
Iteration 40F: 17 clusters Score -9.382491e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 111702 members 
Mstep: Class 3 contains 175261 members 
Mstep: Class 4 contains 46058 members 
Mstep: Class 5 contains 94460 members 
Mstep: Class 6 contains 21175 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 175935 members 
Mstep: Class 9 contains 4389 members 
Mstep: Class 10 contains 35288 members 
Mstep: Class 14 contains 128088 members 
Mstep: Class 15 contains 2697 members 
Mstep: Class 16 contains 30310 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 33941 members 
Mstep: Class 20 contains 13500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93826712.000000 Penalty: 35598.257812
Iteration 41Q: 17 clusters Score -9.382671e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 110869 members 
Mstep: Class 3 contains 175257 members 
Mstep: Class 4 contains 45890 members 
Mstep: Class 5 contains 93739 members 
Mstep: Class 6 contains 22150 members 
Mstep: Class 7 contains 632 members 
Mstep: Class 8 contains 176002 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 35330 members 
Mstep: Class 14 contains 128021 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 30398 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 34242 members 
Mstep: Class 20 contains 13443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93827712.000000 Penalty: 35598.257812
Iteration 42Q: 17 clusters Score -9.382771e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 109908 members 
Mstep: Class 3 contains 175254 members 
Mstep: Class 4 contains 45753 members 
Mstep: Class 5 contains 93094 members 
Mstep: Class 6 contains 23216 members 
Mstep: Class 7 contains 637 members 
Mstep: Class 8 contains 176036 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 35370 members 
Mstep: Class 14 contains 128100 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 16 contains 30496 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 34507 members 
Mstep: Class 20 contains 13343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93828640.000000 Penalty: 35598.257812
Iteration 43Q: 17 clusters Score -9.382864e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 108765 members 
Mstep: Class 3 contains 175338 members 
Mstep: Class 4 contains 45641 members 
Mstep: Class 5 contains 92480 members 
Mstep: Class 6 contains 24283 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 176158 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 35427 members 
Mstep: Class 14 contains 128177 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 30568 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 34767 members 
Mstep: Class 20 contains 13233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93829296.000000 Penalty: 35598.257812
Iteration 44Q: 17 clusters Score -9.38293e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 107606 members 
Mstep: Class 3 contains 175416 members 
Mstep: Class 4 contains 45514 members 
Mstep: Class 5 contains 91876 members 
Mstep: Class 6 contains 25400 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 176329 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 35485 members 
Mstep: Class 14 contains 128277 members 
Mstep: Class 15 contains 2521 members 
Mstep: Class 16 contains 30642 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 35004 members 
Mstep: Class 20 contains 13102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93829824.000000 Penalty: 35598.257812
Iteration 45Q: 17 clusters Score -9.382982e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 106320 members 
Mstep: Class 3 contains 175484 members 
Mstep: Class 4 contains 45395 members 
Mstep: Class 5 contains 91297 members 
Mstep: Class 6 contains 26605 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 176546 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 35542 members 
Mstep: Class 14 contains 128428 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 30728 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 35225 members 
Mstep: Class 20 contains 12997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831024.000000 Penalty: 35598.257812
Iteration 46Q: 17 clusters Score -9.383102e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 104917 members 
Mstep: Class 3 contains 175602 members 
Mstep: Class 4 contains 45219 members 
Mstep: Class 5 contains 90779 members 
Mstep: Class 6 contains 27878 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 176808 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 35593 members 
Mstep: Class 14 contains 128626 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 16 contains 30782 members 
Mstep: Class 18 contains 4185 members 
Mstep: Class 19 contains 35416 members 
Mstep: Class 20 contains 12894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831520.000000 Penalty: 35598.257812
Iteration 47Q: 17 clusters Score -9.383152e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 103486 members 
Mstep: Class 3 contains 175741 members 
Mstep: Class 4 contains 45026 members 
Mstep: Class 5 contains 90257 members 
Mstep: Class 6 contains 29213 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 177013 members 
Mstep: Class 9 contains 4625 members 
Mstep: Class 10 contains 35673 members 
Mstep: Class 14 contains 128845 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 30852 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 35609 members 
Mstep: Class 20 contains 12797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832296.000000 Penalty: 35598.257812
Iteration 48Q: 17 clusters Score -9.38323e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 102057 members 
Mstep: Class 3 contains 175921 members 
Mstep: Class 4 contains 44812 members 
Mstep: Class 5 contains 89785 members 
Mstep: Class 6 contains 30516 members 
Mstep: Class 7 contains 637 members 
Mstep: Class 8 contains 177247 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 35713 members 
Mstep: Class 14 contains 129073 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 30920 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 35783 members 
Mstep: Class 20 contains 12700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832984.000000 Penalty: 35598.257812
Iteration 49Q: 17 clusters Score -9.383298e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 100650 members 
Mstep: Class 3 contains 176044 members 
Mstep: Class 4 contains 44616 members 
Mstep: Class 5 contains 89358 members 
Mstep: Class 6 contains 31773 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 177467 members 
Mstep: Class 9 contains 4661 members 
Mstep: Class 10 contains 35772 members 
Mstep: Class 14 contains 129312 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 30977 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 35981 members 
Mstep: Class 20 contains 12601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833688.000000 Penalty: 35598.257812
Iteration 50Q: 17 clusters Score -9.383369e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 99250 members 
Mstep: Class 3 contains 176220 members 
Mstep: Class 4 contains 44445 members 
Mstep: Class 5 contains 88971 members 
Mstep: Class 6 contains 32988 members 
Mstep: Class 7 contains 630 members 
Mstep: Class 8 contains 177615 members 
Mstep: Class 9 contains 4664 members 
Mstep: Class 10 contains 35820 members 
Mstep: Class 14 contains 129560 members 
Mstep: Class 15 contains 2210 members 
Mstep: Class 16 contains 31028 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 36185 members 
Mstep: Class 20 contains 12492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834376.000000 Penalty: 35598.257812
Iteration 51Q: 17 clusters Score -9.383438e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 97941 members 
Mstep: Class 3 contains 176368 members 
Mstep: Class 4 contains 44248 members 
Mstep: Class 5 contains 88571 members 
Mstep: Class 6 contains 34096 members 
Mstep: Class 7 contains 630 members 
Mstep: Class 8 contains 177791 members 
Mstep: Class 9 contains 4672 members 
Mstep: Class 10 contains 35853 members 
Mstep: Class 14 contains 129846 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 31116 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 19 contains 36387 members 
Mstep: Class 20 contains 12374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93835152.000000 Penalty: 35598.257812
Iteration 52Q: 17 clusters Score -9.383515e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 96690 members 
Mstep: Class 3 contains 176528 members 
Mstep: Class 4 contains 44043 members 
Mstep: Class 5 contains 88162 members 
Mstep: Class 6 contains 35146 members 
Mstep: Class 7 contains 631 members 
Mstep: Class 8 contains 177965 members 
Mstep: Class 9 contains 4674 members 
Mstep: Class 10 contains 35867 members 
Mstep: Class 14 contains 130175 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 31204 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 36576 members 
Mstep: Class 20 contains 12246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93835824.000000 Penalty: 35598.257812
Iteration 53Q: 17 clusters Score -9.383582e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 95488 members 
Mstep: Class 3 contains 176646 members 
Mstep: Class 4 contains 43881 members 
Mstep: Class 5 contains 87789 members 
Mstep: Class 6 contains 36123 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 178139 members 
Mstep: Class 9 contains 4669 members 
Mstep: Class 10 contains 35886 members 
Mstep: Class 14 contains 130535 members 
Mstep: Class 15 contains 2092 members 
Mstep: Class 16 contains 31285 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 36740 members 
Mstep: Class 20 contains 12123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93836064.000000 Penalty: 35598.257812
Iteration 54Q: 17 clusters Score -9.383606e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 94395 members 
Mstep: Class 3 contains 176702 members 
Mstep: Class 4 contains 43753 members 
Mstep: Class 5 contains 87419 members 
Mstep: Class 6 contains 37070 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 178283 members 
Mstep: Class 9 contains 4597 members 
Mstep: Class 10 contains 35918 members 
Mstep: Class 14 contains 130898 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 36934 members 
Mstep: Class 20 contains 11971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93836416.000000 Penalty: 35598.257812
Iteration 55Q: 17 clusters Score -9.383642e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 93399 members 
Mstep: Class 3 contains 176772 members 
Mstep: Class 4 contains 43614 members 
Mstep: Class 5 contains 87056 members 
Mstep: Class 6 contains 37958 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 178373 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 35945 members 
Mstep: Class 14 contains 131298 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 31429 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 37131 members 
Mstep: Class 20 contains 11826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93836984.000000 Penalty: 35598.257812
Iteration 56Q: 17 clusters Score -9.383698e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 92493 members 
Mstep: Class 3 contains 176824 members 
Mstep: Class 4 contains 43500 members 
Mstep: Class 5 contains 86701 members 
Mstep: Class 6 contains 38739 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 178427 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 35964 members 
Mstep: Class 14 contains 131678 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 31482 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 37352 members 
Mstep: Class 20 contains 11703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837472.000000 Penalty: 35598.257812
Iteration 57Q: 17 clusters Score -9.383747e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 91669 members 
Mstep: Class 3 contains 176855 members 
Mstep: Class 4 contains 43374 members 
Mstep: Class 5 contains 86330 members 
Mstep: Class 6 contains 39427 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 178541 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 14 contains 132059 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 31553 members 
Mstep: Class 18 contains 4375 members 
Mstep: Class 19 contains 37572 members 
Mstep: Class 20 contains 11593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837904.000000 Penalty: 35598.257812
Iteration 58Q: 17 clusters Score -9.38379e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 90970 members 
Mstep: Class 3 contains 176911 members 
Mstep: Class 4 contains 43244 members 
Mstep: Class 5 contains 85980 members 
Mstep: Class 6 contains 40061 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 178591 members 
Mstep: Class 9 contains 4380 members 
Mstep: Class 10 contains 35980 members 
Mstep: Class 14 contains 132428 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 31609 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 19 contains 37752 members 
Mstep: Class 20 contains 11498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838232.000000 Penalty: 35598.257812
Iteration 59Q: 17 clusters Score -9.383823e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 90370 members 
Mstep: Class 3 contains 176983 members 
Mstep: Class 4 contains 43158 members 
Mstep: Class 5 contains 85652 members 
Mstep: Class 6 contains 40583 members 
Mstep: Class 7 contains 646 members 
Mstep: Class 8 contains 178608 members 
Mstep: Class 9 contains 4327 members 
Mstep: Class 10 contains 35977 members 
Mstep: Class 14 contains 132818 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 31638 members 
Mstep: Class 18 contains 4384 members 
Mstep: Class 19 contains 37913 members 
Mstep: Class 20 contains 11389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838640.000000 Penalty: 35598.257812
Iteration 60F: 17 clusters Score -9.383864e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 89696 members 
Mstep: Class 3 contains 176980 members 
Mstep: Class 4 contains 43024 members 
Mstep: Class 5 contains 85310 members 
Mstep: Class 6 contains 41197 members 
Mstep: Class 7 contains 668 members 
Mstep: Class 8 contains 178578 members 
Mstep: Class 9 contains 4340 members 
Mstep: Class 10 contains 35976 members 
Mstep: Class 14 contains 133189 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 31638 members 
Mstep: Class 18 contains 4539 members 
Mstep: Class 19 contains 38041 members 
Mstep: Class 20 contains 11271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838816.000000 Penalty: 35598.257812
Iteration 61Q: 17 clusters Score -9.383882e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 89114 members 
Mstep: Class 3 contains 176995 members 
Mstep: Class 4 contains 42923 members 
Mstep: Class 5 contains 84968 members 
Mstep: Class 6 contains 41730 members 
Mstep: Class 7 contains 681 members 
Mstep: Class 8 contains 178567 members 
Mstep: Class 9 contains 4343 members 
Mstep: Class 10 contains 35974 members 
Mstep: Class 14 contains 133550 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 31655 members 
Mstep: Class 18 contains 4605 members 
Mstep: Class 19 contains 38185 members 
Mstep: Class 20 contains 11184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839088.000000 Penalty: 35598.257812
Iteration 62Q: 17 clusters Score -9.383909e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 88591 members 
Mstep: Class 3 contains 177025 members 
Mstep: Class 4 contains 42818 members 
Mstep: Class 5 contains 84608 members 
Mstep: Class 6 contains 42230 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178598 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 35970 members 
Mstep: Class 14 contains 133939 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 31662 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 11100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839392.000000 Penalty: 35598.257812
Iteration 63Q: 17 clusters Score -9.383939e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 88146 members 
Mstep: Class 3 contains 177038 members 
Mstep: Class 4 contains 42723 members 
Mstep: Class 5 contains 84291 members 
Mstep: Class 6 contains 42699 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178578 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 35972 members 
Mstep: Class 14 contains 134277 members 
Mstep: Class 15 contains 1884 members 
Mstep: Class 16 contains 31695 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 38464 members 
Mstep: Class 20 contains 11000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839328.000000 Penalty: 35598.257812
Iteration 64Q: 17 clusters Score -9.383933e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 87735 members 
Mstep: Class 3 contains 177044 members 
Mstep: Class 4 contains 42648 members 
Mstep: Class 5 contains 83948 members 
Mstep: Class 6 contains 43093 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 178556 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 35973 members 
Mstep: Class 14 contains 134658 members 
Mstep: Class 15 contains 1870 members 
Mstep: Class 16 contains 31741 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 38597 members 
Mstep: Class 20 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839536.000000 Penalty: 35598.257812
Iteration 65Q: 17 clusters Score -9.383954e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 87368 members 
Mstep: Class 3 contains 177049 members 
Mstep: Class 4 contains 42577 members 
Mstep: Class 5 contains 83601 members 
Mstep: Class 6 contains 43455 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178537 members 
Mstep: Class 9 contains 4345 members 
Mstep: Class 10 contains 35954 members 
Mstep: Class 14 contains 135027 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 31806 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 38731 members 
Mstep: Class 20 contains 10814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839640.000000 Penalty: 35598.257812
Iteration 66Q: 17 clusters Score -9.383964e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 87050 members 
Mstep: Class 3 contains 177087 members 
Mstep: Class 4 contains 42502 members 
Mstep: Class 5 contains 83267 members 
Mstep: Class 6 contains 43787 members 
Mstep: Class 7 contains 681 members 
Mstep: Class 8 contains 178495 members 
Mstep: Class 9 contains 4342 members 
Mstep: Class 10 contains 35936 members 
Mstep: Class 14 contains 135340 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 31882 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 38885 members 
Mstep: Class 20 contains 10726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839832.000000 Penalty: 35598.257812
Iteration 67Q: 17 clusters Score -9.383983e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 86762 members 
Mstep: Class 3 contains 177091 members 
Mstep: Class 4 contains 42424 members 
Mstep: Class 5 contains 82982 members 
Mstep: Class 6 contains 44062 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178434 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 10 contains 35937 members 
Mstep: Class 14 contains 135664 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 31960 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 39041 members 
Mstep: Class 20 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839896.000000 Penalty: 35598.257812
Iteration 68Q: 17 clusters Score -9.38399e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 86494 members 
Mstep: Class 3 contains 177073 members 
Mstep: Class 4 contains 42349 members 
Mstep: Class 5 contains 82673 members 
Mstep: Class 6 contains 44320 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178433 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 35928 members 
Mstep: Class 14 contains 135967 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 32050 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 39205 members 
Mstep: Class 20 contains 10548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840000.000000 Penalty: 35598.257812
Iteration 69Q: 17 clusters Score -9.384e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 86248 members 
Mstep: Class 3 contains 177060 members 
Mstep: Class 4 contains 42276 members 
Mstep: Class 5 contains 82380 members 
Mstep: Class 6 contains 44542 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178388 members 
Mstep: Class 9 contains 4399 members 
Mstep: Class 10 contains 35917 members 
Mstep: Class 14 contains 136277 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 16 contains 32141 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 39364 members 
Mstep: Class 20 contains 10469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840168.000000 Penalty: 35598.257812
Iteration 70Q: 17 clusters Score -9.384017e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 86015 members 
Mstep: Class 3 contains 177087 members 
Mstep: Class 4 contains 42211 members 
Mstep: Class 5 contains 82076 members 
Mstep: Class 6 contains 44754 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178360 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 35898 members 
Mstep: Class 14 contains 136553 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 32231 members 
Mstep: Class 18 contains 4596 members 
Mstep: Class 19 contains 39535 members 
Mstep: Class 20 contains 10372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840192.000000 Penalty: 35598.257812
Iteration 71Q: 17 clusters Score -9.384019e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 85790 members 
Mstep: Class 3 contains 177048 members 
Mstep: Class 4 contains 42160 members 
Mstep: Class 5 contains 81774 members 
Mstep: Class 6 contains 44951 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178359 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 35882 members 
Mstep: Class 14 contains 136821 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 32344 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 19 contains 39704 members 
Mstep: Class 20 contains 10303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840616.000000 Penalty: 35598.257812
Iteration 72Q: 17 clusters Score -9.384062e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 85580 members 
Mstep: Class 3 contains 177038 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 81478 members 
Mstep: Class 6 contains 45144 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178394 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 35871 members 
Mstep: Class 14 contains 137094 members 
Mstep: Class 15 contains 1818 members 
Mstep: Class 16 contains 32472 members 
Mstep: Class 18 contains 4561 members 
Mstep: Class 19 contains 39838 members 
Mstep: Class 20 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840672.000000 Penalty: 35598.257812
Iteration 73Q: 17 clusters Score -9.384067e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 85370 members 
Mstep: Class 3 contains 177056 members 
Mstep: Class 4 contains 42051 members 
Mstep: Class 5 contains 81184 members 
Mstep: Class 6 contains 45323 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178385 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 35874 members 
Mstep: Class 14 contains 137367 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 32602 members 
Mstep: Class 18 contains 4548 members 
Mstep: Class 19 contains 39964 members 
Mstep: Class 20 contains 10132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840824.000000 Penalty: 35598.257812
Iteration 74Q: 17 clusters Score -9.384082e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 85166 members 
Mstep: Class 3 contains 177038 members 
Mstep: Class 4 contains 42013 members 
Mstep: Class 5 contains 80903 members 
Mstep: Class 6 contains 45456 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 178398 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 35872 members 
Mstep: Class 14 contains 137680 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 32724 members 
Mstep: Class 18 contains 4540 members 
Mstep: Class 19 contains 40053 members 
Mstep: Class 20 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840712.000000 Penalty: 35598.257812
Iteration 75Q: 17 clusters Score -9.384071e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 84968 members 
Mstep: Class 3 contains 177026 members 
Mstep: Class 4 contains 41992 members 
Mstep: Class 5 contains 80645 members 
Mstep: Class 6 contains 45573 members 
Mstep: Class 7 contains 681 members 
Mstep: Class 8 contains 178457 members 
Mstep: Class 9 contains 4451 members 
Mstep: Class 10 contains 35867 members 
Mstep: Class 14 contains 137957 members 
Mstep: Class 15 contains 1766 members 
Mstep: Class 16 contains 32853 members 
Mstep: Class 18 contains 4525 members 
Mstep: Class 19 contains 40138 members 
Mstep: Class 20 contains 9973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840984.000000 Penalty: 35598.257812
Iteration 76Q: 17 clusters Score -9.384098e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 84765 members 
Mstep: Class 3 contains 177028 members 
Mstep: Class 4 contains 41982 members 
Mstep: Class 5 contains 80404 members 
Mstep: Class 6 contains 45682 members 
Mstep: Class 7 contains 681 members 
Mstep: Class 8 contains 178490 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 35863 members 
Mstep: Class 14 contains 138237 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 32964 members 
Mstep: Class 18 contains 4509 members 
Mstep: Class 19 contains 40234 members 
Mstep: Class 20 contains 9859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841184.000000 Penalty: 35598.257812
Iteration 77Q: 17 clusters Score -9.384118e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 84575 members 
Mstep: Class 3 contains 177039 members 
Mstep: Class 4 contains 41969 members 
Mstep: Class 5 contains 80122 members 
Mstep: Class 6 contains 45770 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 178551 members 
Mstep: Class 9 contains 4448 members 
Mstep: Class 10 contains 35867 members 
Mstep: Class 14 contains 138559 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 33060 members 
Mstep: Class 18 contains 4496 members 
Mstep: Class 19 contains 40319 members 
Mstep: Class 20 contains 9755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841312.000000 Penalty: 35598.257812
Iteration 78Q: 17 clusters Score -9.384131e+07 nChanged 1394
Entering ConstructFrom: 
Score: -93841312.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -735593.437500 Penalty: 1426.703125
	Iteration 0F: 2 clusters Score -735593.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -730688.750000 Penalty: 2853.406250
	Iteration 0F: 3 clusters Score -730688.8 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -732109.312500 Penalty: 2853.406250
	Iteration 1F: 3 clusters Score -732109.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -732306.000000 Penalty: 2853.406250
	Iteration 2F: 3 clusters Score -732306 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -732445.000000 Penalty: 2853.406250
	Iteration 3F: 3 clusters Score -732445 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -732553.500000 Penalty: 2853.406250
	Iteration 4Q: 3 clusters Score -732553.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -732662.937500 Penalty: 2853.406250
	Iteration 5Q: 3 clusters Score -732662.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -732796.000000 Penalty: 2853.406250
	Iteration 6Q: 3 clusters Score -732796 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -732935.750000 Penalty: 2853.406250
	Iteration 7Q: 3 clusters Score -732935.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -733082.750000 Penalty: 2853.406250
	Iteration 8Q: 3 clusters Score -733082.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -733277.812500 Penalty: 2853.406250
	Iteration 9Q: 3 clusters Score -733277.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -733473.000000 Penalty: 2853.406250
	Iteration 10Q: 3 clusters Score -733473 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -733653.750000 Penalty: 2853.406250
	Iteration 11Q: 3 clusters Score -733653.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -733809.562500 Penalty: 2853.406250
	Iteration 12Q: 3 clusters Score -733809.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -733945.437500 Penalty: 2853.406250
	Iteration 13Q: 3 clusters Score -733945.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -734054.625000 Penalty: 2853.406250
	Iteration 14Q: 3 clusters Score -734054.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -734137.562500 Penalty: 2853.406250
	Iteration 15Q: 3 clusters Score -734137.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -734182.562500 Penalty: 2853.406250
	Iteration 16Q: 3 clusters Score -734182.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -734215.875000 Penalty: 2853.406250
	Iteration 17Q: 3 clusters Score -734215.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -734242.437500 Penalty: 2853.406250
	Iteration 18Q: 3 clusters Score -734242.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -734263.187500 Penalty: 2853.406250
	Iteration 19Q: 3 clusters Score -734263.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -734276.187500 Penalty: 2853.406250
	Iteration 20F: 3 clusters Score -734276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -734285.250000 Penalty: 2853.406250
	Iteration 21Q: 3 clusters Score -734285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -734295.625000 Penalty: 2853.406250
	Iteration 22Q: 3 clusters Score -734295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -734304.312500 Penalty: 2853.406250
	Iteration 23Q: 3 clusters Score -734304.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -734313.750000 Penalty: 2853.406250
	Iteration 24Q: 3 clusters Score -734313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -734317.937500 Penalty: 2853.406250
	Iteration 25Q: 3 clusters Score -734317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -734323.500000 Penalty: 2853.406250
	Iteration 26Q: 3 clusters Score -734323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -734329.750000 Penalty: 2853.406250
	Iteration 27Q: 3 clusters Score -734329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -734338.437500 Penalty: 2853.406250
	Iteration 28Q: 3 clusters Score -734338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -734341.937500 Penalty: 2853.406250
	Iteration 29Q: 3 clusters Score -734341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -734343.562500 Penalty: 2853.406250
	Iteration 30Q: 3 clusters Score -734343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -734347.625000 Penalty: 2853.406250
	Iteration 31Q: 3 clusters Score -734347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -734347.375000 Penalty: 2853.406250
	Iteration 32Q: 3 clusters Score -734347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -734348.875000 Penalty: 2853.406250
	Iteration 33Q: 3 clusters Score -734348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -734348.187500 Penalty: 2853.406250
	Iteration 34Q: 3 clusters Score -734348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -734349.437500 Penalty: 2853.406250
	Iteration 35Q: 3 clusters Score -734349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -734353.187500 Penalty: 2853.406250
	Iteration 36Q: 3 clusters Score -734353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -734355.625000 Penalty: 2853.406250
	Iteration 37Q: 3 clusters Score -734355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -734355.625000 Penalty: 2853.406250
	Iteration 38F: 3 clusters Score -734355.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Entering Unmasked Estep 
Score: -9224213.000000 Penalty: 1843.253418
	Iteration 0F: 2 clusters Score -9224213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -9167695.000000 Penalty: 3686.506836
	Iteration 0F: 3 clusters Score -9167695 nChanged 40168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -9190999.000000 Penalty: 3686.506836
	Iteration 1F: 3 clusters Score -9190999 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -9191868.000000 Penalty: 3686.506836
	Iteration 2Q: 3 clusters Score -9191868 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -9193027.000000 Penalty: 3686.506836
	Iteration 3Q: 3 clusters Score -9193027 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -9194764.000000 Penalty: 3686.506836
	Iteration 4Q: 3 clusters Score -9194764 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -9197362.000000 Penalty: 3686.506836
	Iteration 5Q: 3 clusters Score -9197362 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -9200939.000000 Penalty: 3686.506836
	Iteration 6F: 3 clusters Score -9200939 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -9205254.000000 Penalty: 3686.506836
	Iteration 7F: 3 clusters Score -9205254 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -9209635.000000 Penalty: 3686.506836
	Iteration 8F: 3 clusters Score -9209635 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -9213680.000000 Penalty: 3686.506836
	Iteration 9F: 3 clusters Score -9213680 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -9216730.000000 Penalty: 3686.506836
	Iteration 10Q: 3 clusters Score -9216730 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -9218896.000000 Penalty: 3686.506836
	Iteration 11Q: 3 clusters Score -9218896 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -9220319.000000 Penalty: 3686.506836
	Iteration 12Q: 3 clusters Score -9220319 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9221170.000000 Penalty: 3686.506836
	Iteration 13Q: 3 clusters Score -9221170 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9221704.000000 Penalty: 3686.506836
	Iteration 14Q: 3 clusters Score -9221704 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9222022.000000 Penalty: 3686.506836
	Iteration 15Q: 3 clusters Score -9222022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9222215.000000 Penalty: 3686.506836
	Iteration 16Q: 3 clusters Score -9222215 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9222322.000000 Penalty: 3686.506836
	Iteration 17Q: 3 clusters Score -9222322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9222423.000000 Penalty: 3686.506836
	Iteration 18Q: 3 clusters Score -9222423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9222467.000000 Penalty: 3686.506836
	Iteration 19Q: 3 clusters Score -9222467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9222491.000000 Penalty: 3686.506836
	Iteration 20F: 3 clusters Score -9222491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9222511.000000 Penalty: 3686.506836
	Iteration 21Q: 3 clusters Score -9222511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9222529.000000 Penalty: 3686.506836
	Iteration 22Q: 3 clusters Score -9222529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84015 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9222547.000000 Penalty: 3686.506836
	Iteration 23Q: 3 clusters Score -9222547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9222564.000000 Penalty: 3686.506836
	Iteration 24Q: 3 clusters Score -9222564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9222565.000000 Penalty: 3686.506836
	Iteration 25Q: 3 clusters Score -9222565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9222570.000000 Penalty: 3686.506836
	Iteration 26Q: 3 clusters Score -9222570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9222579.000000 Penalty: 3686.506836
	Iteration 27Q: 3 clusters Score -9222579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9222583.000000 Penalty: 3686.506836
	Iteration 28Q: 3 clusters Score -9222583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9222589.000000 Penalty: 3686.506836
	Iteration 29Q: 3 clusters Score -9222589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9222589.000000 Penalty: 3686.506836
	Iteration 30F: 3 clusters Score -9222589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (177045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177045 members 
Entering Unmasked Estep 
Score: -19192750.000000 Penalty: 1963.675781
	Iteration 0F: 2 clusters Score -1.919275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -19077352.000000 Penalty: 3927.351562
	Iteration 0F: 3 clusters Score -1.907735e+07 nChanged 85618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -19127924.000000 Penalty: 3927.351562
	Iteration 1F: 3 clusters Score -1.912792e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -19129074.000000 Penalty: 3927.351562
	Iteration 2Q: 3 clusters Score -1.912907e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -19130560.000000 Penalty: 3927.351562
	Iteration 3Q: 3 clusters Score -1.913056e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -19132544.000000 Penalty: 3927.351562
	Iteration 4Q: 3 clusters Score -1.913254e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -19135908.000000 Penalty: 3927.351562
	Iteration 5Q: 3 clusters Score -1.913591e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -19140386.000000 Penalty: 3927.351562
	Iteration 6Q: 3 clusters Score -1.914039e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -19147016.000000 Penalty: 3927.351562
	Iteration 7F: 3 clusters Score -1.914702e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102420 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -19155666.000000 Penalty: 3927.351562
	Iteration 8F: 3 clusters Score -1.915567e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106213 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -19163688.000000 Penalty: 3927.351562
	Iteration 9F: 3 clusters Score -1.916369e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -19168166.000000 Penalty: 3927.351562
	Iteration 10F: 3 clusters Score -1.916817e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110590 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -19169978.000000 Penalty: 3927.351562
	Iteration 11Q: 3 clusters Score -1.916998e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112300 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -19171076.000000 Penalty: 3927.351562
	Iteration 12Q: 3 clusters Score -1.917108e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113927 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -19172074.000000 Penalty: 3927.351562
	Iteration 13Q: 3 clusters Score -1.917207e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115511 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -19173132.000000 Penalty: 3927.351562
	Iteration 14Q: 3 clusters Score -1.917313e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117055 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -19174028.000000 Penalty: 3927.351562
	Iteration 15Q: 3 clusters Score -1.917403e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -19174924.000000 Penalty: 3927.351562
	Iteration 16Q: 3 clusters Score -1.917492e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -19175590.000000 Penalty: 3927.351562
	Iteration 17Q: 3 clusters Score -1.917559e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120631 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -19176128.000000 Penalty: 3927.351562
	Iteration 18Q: 3 clusters Score -1.917613e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -19176716.000000 Penalty: 3927.351562
	Iteration 19Q: 3 clusters Score -1.917672e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122194 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -19177082.000000 Penalty: 3927.351562
	Iteration 20F: 3 clusters Score -1.917708e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -19177532.000000 Penalty: 3927.351562
	Iteration 21Q: 3 clusters Score -1.917753e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -19177860.000000 Penalty: 3927.351562
	Iteration 22Q: 3 clusters Score -1.917786e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123920 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -19178100.000000 Penalty: 3927.351562
	Iteration 23Q: 3 clusters Score -1.91781e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124335 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -19178258.000000 Penalty: 3927.351562
	Iteration 24Q: 3 clusters Score -1.917826e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124740 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -19178526.000000 Penalty: 3927.351562
	Iteration 25Q: 3 clusters Score -1.917853e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125126 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -19178648.000000 Penalty: 3927.351562
	Iteration 26Q: 3 clusters Score -1.917865e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -19178658.000000 Penalty: 3927.351562
	Iteration 27Q: 3 clusters Score -1.917866e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125770 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -19178802.000000 Penalty: 3927.351562
	Iteration 28Q: 3 clusters Score -1.91788e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -19178830.000000 Penalty: 3927.351562
	Iteration 29Q: 3 clusters Score -1.917883e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -19178904.000000 Penalty: 3927.351562
	Iteration 30Q: 3 clusters Score -1.91789e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126579 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -19178960.000000 Penalty: 3927.351562
	Iteration 31Q: 3 clusters Score -1.917896e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126814 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -19178998.000000 Penalty: 3927.351562
	Iteration 32Q: 3 clusters Score -1.9179e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127082 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -19179090.000000 Penalty: 3927.351562
	Iteration 33Q: 3 clusters Score -1.917909e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127371 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -19179164.000000 Penalty: 3927.351562
	Iteration 34Q: 3 clusters Score -1.917916e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127639 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -19179218.000000 Penalty: 3927.351562
	Iteration 35Q: 3 clusters Score -1.917922e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -19179258.000000 Penalty: 3927.351562
	Iteration 36Q: 3 clusters Score -1.917926e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128123 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -19179304.000000 Penalty: 3927.351562
	Iteration 37Q: 3 clusters Score -1.91793e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128379 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -19179388.000000 Penalty: 3927.351562
	Iteration 38Q: 3 clusters Score -1.917939e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128654 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -19179482.000000 Penalty: 3927.351562
	Iteration 39Q: 3 clusters Score -1.917948e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -19179534.000000 Penalty: 3927.351562
	Iteration 40F: 3 clusters Score -1.917953e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129202 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -19179596.000000 Penalty: 3927.351562
	Iteration 41Q: 3 clusters Score -1.91796e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129483 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -19179622.000000 Penalty: 3927.351562
	Iteration 42Q: 3 clusters Score -1.917962e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129787 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -19179708.000000 Penalty: 3927.351562
	Iteration 43Q: 3 clusters Score -1.917971e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130127 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -19179832.000000 Penalty: 3927.351562
	Iteration 44Q: 3 clusters Score -1.917983e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130523 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -19179936.000000 Penalty: 3927.351562
	Iteration 45Q: 3 clusters Score -1.917994e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130937 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -19180034.000000 Penalty: 3927.351562
	Iteration 46Q: 3 clusters Score -1.918003e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131376 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -19180108.000000 Penalty: 3927.351562
	Iteration 47Q: 3 clusters Score -1.918011e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131883 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -19180228.000000 Penalty: 3927.351562
	Iteration 48Q: 3 clusters Score -1.918023e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132395 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -19180338.000000 Penalty: 3927.351562
	Iteration 49Q: 3 clusters Score -1.918034e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132908 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -19180420.000000 Penalty: 3927.351562
	Iteration 50Q: 3 clusters Score -1.918042e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133388 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -19180478.000000 Penalty: 3927.351562
	Iteration 51Q: 3 clusters Score -1.918048e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133875 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -19180558.000000 Penalty: 3927.351562
	Iteration 52Q: 3 clusters Score -1.918056e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134365 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -19180652.000000 Penalty: 3927.351562
	Iteration 53Q: 3 clusters Score -1.918065e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134916 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -19180836.000000 Penalty: 3927.351562
	Iteration 54Q: 3 clusters Score -1.918084e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135462 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -19180978.000000 Penalty: 3927.351562
	Iteration 55Q: 3 clusters Score -1.918098e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136063 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -19181178.000000 Penalty: 3927.351562
	Iteration 56Q: 3 clusters Score -1.918118e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -19181342.000000 Penalty: 3927.351562
	Iteration 57Q: 3 clusters Score -1.918134e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137383 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -19181500.000000 Penalty: 3927.351562
	Iteration 58Q: 3 clusters Score -1.91815e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138081 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -19181684.000000 Penalty: 3927.351562
	Iteration 59Q: 3 clusters Score -1.918168e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138767 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -19181916.000000 Penalty: 3927.351562
	Iteration 60F: 3 clusters Score -1.918192e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139511 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -19182166.000000 Penalty: 3927.351562
	Iteration 61Q: 3 clusters Score -1.918217e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -19182392.000000 Penalty: 3927.351562
	Iteration 62Q: 3 clusters Score -1.918239e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141140 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -19182646.000000 Penalty: 3927.351562
	Iteration 63Q: 3 clusters Score -1.918265e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142029 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -19182884.000000 Penalty: 3927.351562
	Iteration 64Q: 3 clusters Score -1.918288e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142959 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -19183256.000000 Penalty: 3927.351562
	Iteration 65Q: 3 clusters Score -1.918326e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143975 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -19183530.000000 Penalty: 3927.351562
	Iteration 66Q: 3 clusters Score -1.918353e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144961 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -19183890.000000 Penalty: 3927.351562
	Iteration 67Q: 3 clusters Score -1.918389e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146019 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -19184254.000000 Penalty: 3927.351562
	Iteration 68Q: 3 clusters Score -1.918425e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -19184660.000000 Penalty: 3927.351562
	Iteration 69Q: 3 clusters Score -1.918466e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148268 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -19185076.000000 Penalty: 3927.351562
	Iteration 70Q: 3 clusters Score -1.918508e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -19185492.000000 Penalty: 3927.351562
	Iteration 71Q: 3 clusters Score -1.918549e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150765 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -19185874.000000 Penalty: 3927.351562
	Iteration 72Q: 3 clusters Score -1.918587e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152058 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -19186404.000000 Penalty: 3927.351562
	Iteration 73Q: 3 clusters Score -1.91864e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153398 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -19186772.000000 Penalty: 3927.351562
	Iteration 74Q: 3 clusters Score -1.918677e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -19187208.000000 Penalty: 3927.351562
	Iteration 75Q: 3 clusters Score -1.918721e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156246 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -19187648.000000 Penalty: 3927.351562
	Iteration 76Q: 3 clusters Score -1.918765e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157649 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -19188090.000000 Penalty: 3927.351562
	Iteration 77Q: 3 clusters Score -1.918809e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159009 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -19188500.000000 Penalty: 3927.351562
	Iteration 78Q: 3 clusters Score -1.91885e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -19188984.000000 Penalty: 3927.351562
	Iteration 79Q: 3 clusters Score -1.918898e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -19189364.000000 Penalty: 3927.351562
	Iteration 80F: 3 clusters Score -1.918936e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162759 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -19189766.000000 Penalty: 3927.351562
	Iteration 81Q: 3 clusters Score -1.918977e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -19190226.000000 Penalty: 3927.351562
	Iteration 82Q: 3 clusters Score -1.919023e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165053 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -19190662.000000 Penalty: 3927.351562
	Iteration 83Q: 3 clusters Score -1.919066e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166209 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -19191126.000000 Penalty: 3927.351562
	Iteration 84Q: 3 clusters Score -1.919113e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167330 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -19191482.000000 Penalty: 3927.351562
	Iteration 85Q: 3 clusters Score -1.919148e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168447 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -19191700.000000 Penalty: 3927.351562
	Iteration 86Q: 3 clusters Score -1.91917e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169457 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -19191932.000000 Penalty: 3927.351562
	Iteration 87Q: 3 clusters Score -1.919193e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170356 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -19192002.000000 Penalty: 3927.351562
	Iteration 88Q: 3 clusters Score -1.9192e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171233 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -19192120.000000 Penalty: 3927.351562
	Iteration 89Q: 3 clusters Score -1.919212e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172004 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -19192226.000000 Penalty: 3927.351562
	Iteration 90Q: 3 clusters Score -1.919223e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172678 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -19192222.000000 Penalty: 3927.351562
	Iteration 91Q: 3 clusters Score -1.919222e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173245 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -19192262.000000 Penalty: 3927.351562
	Iteration 92Q: 3 clusters Score -1.919226e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173710 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -19192304.000000 Penalty: 3927.351562
	Iteration 93Q: 3 clusters Score -1.91923e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174105 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -19192318.000000 Penalty: 3927.351562
	Iteration 94Q: 3 clusters Score -1.919232e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174408 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -19192310.000000 Penalty: 3927.351562
	Iteration 95Q: 3 clusters Score -1.919231e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174665 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -19192368.000000 Penalty: 3927.351562
	Iteration 96Q: 3 clusters Score -1.919237e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174871 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -19192316.000000 Penalty: 3927.351562
	Iteration 97Q: 3 clusters Score -1.919232e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175035 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -19192254.000000 Penalty: 3927.351562
	Iteration 98Q: 3 clusters Score -1.919225e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175172 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -19192216.000000 Penalty: 3927.351562
	Iteration 99Q: 3 clusters Score -1.919222e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175282 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -19192144.000000 Penalty: 3927.351562
	Iteration 100F: 3 clusters Score -1.919214e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175380 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -19192148.000000 Penalty: 3927.351562
	Iteration 101Q: 3 clusters Score -1.919215e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175475 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19192088.000000 Penalty: 3927.351562
	Iteration 102Q: 3 clusters Score -1.919209e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175557 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19192066.000000 Penalty: 3927.351562
	Iteration 103Q: 3 clusters Score -1.919207e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175627 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19192042.000000 Penalty: 3927.351562
	Iteration 104Q: 3 clusters Score -1.919204e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175692 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19192034.000000 Penalty: 3927.351562
	Iteration 105Q: 3 clusters Score -1.919203e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175757 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19192058.000000 Penalty: 3927.351562
	Iteration 106Q: 3 clusters Score -1.919206e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175808 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19192044.000000 Penalty: 3927.351562
	Iteration 107Q: 3 clusters Score -1.919204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175855 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19192028.000000 Penalty: 3927.351562
	Iteration 108Q: 3 clusters Score -1.919203e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175898 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19192046.000000 Penalty: 3927.351562
	Iteration 109Q: 3 clusters Score -1.919205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175940 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19192026.000000 Penalty: 3927.351562
	Iteration 110Q: 3 clusters Score -1.919203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175975 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -19192016.000000 Penalty: 3927.351562
	Iteration 111Q: 3 clusters Score -1.919202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176011 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19192018.000000 Penalty: 3927.351562
	Iteration 112Q: 3 clusters Score -1.919202e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176036 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -19191994.000000 Penalty: 3927.351562
	Iteration 113Q: 3 clusters Score -1.919199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176064 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -19192000.000000 Penalty: 3927.351562
	Iteration 114Q: 3 clusters Score -1.9192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176084 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19191990.000000 Penalty: 3927.351562
	Iteration 115Q: 3 clusters Score -1.919199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176100 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19191958.000000 Penalty: 3927.351562
	Iteration 116Q: 3 clusters Score -1.919196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176116 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -19191972.000000 Penalty: 3927.351562
	Iteration 117Q: 3 clusters Score -1.919197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176136 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19191974.000000 Penalty: 3927.351562
	Iteration 118Q: 3 clusters Score -1.919197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176145 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19191978.000000 Penalty: 3927.351562
	Iteration 119Q: 3 clusters Score -1.919198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176154 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19191986.000000 Penalty: 3927.351562
	Iteration 120F: 3 clusters Score -1.919199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176162 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19191978.000000 Penalty: 3927.351562
	Iteration 121Q: 3 clusters Score -1.919198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176167 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -19191978.000000 Penalty: 3927.351562
	Iteration 122Q: 3 clusters Score -1.919198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -19191980.000000 Penalty: 3927.351562
	Iteration 123Q: 3 clusters Score -1.919198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176178 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 3927.351562
	Iteration 124Q: 3 clusters Score -1.919196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176179 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 3927.351562
	Iteration 125Q: 3 clusters Score -1.919196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -19191966.000000 Penalty: 3927.351562
	Iteration 126Q: 3 clusters Score -1.919197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176186 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19191960.000000 Penalty: 3927.351562
	Iteration 127Q: 3 clusters Score -1.919196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19191958.000000 Penalty: 3927.351562
	Iteration 128Q: 3 clusters Score -1.919196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176194 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -19191960.000000 Penalty: 3927.351562
	Iteration 129Q: 3 clusters Score -1.919196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176196 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19191956.000000 Penalty: 3927.351562
	Iteration 130Q: 3 clusters Score -1.919196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176199 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -19191956.000000 Penalty: 3927.351562
	Iteration 131Q: 3 clusters Score -1.919196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176198 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19191954.000000 Penalty: 3927.351562
	Iteration 132Q: 3 clusters Score -1.919195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176199 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -19191956.000000 Penalty: 3927.351562
	Iteration 133Q: 3 clusters Score -1.919196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176199 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -19191956.000000 Penalty: 3927.351562
	Iteration 134F: 3 clusters Score -1.919196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Entering Unmasked Estep 
Score: -4465760.500000 Penalty: 1729.718994
	Iteration 0F: 2 clusters Score -4465760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4437482.000000 Penalty: 3459.437988
	Iteration 0F: 3 clusters Score -4437482 nChanged 19768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4448633.000000 Penalty: 3459.437988
	Iteration 1F: 3 clusters Score -4448633 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -4449187.500000 Penalty: 3459.437988
	Iteration 2Q: 3 clusters Score -4449188 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4449885.500000 Penalty: 3459.437988
	Iteration 3Q: 3 clusters Score -4449886 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4450842.500000 Penalty: 3459.437988
	Iteration 4Q: 3 clusters Score -4450842 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4452046.500000 Penalty: 3459.437988
	Iteration 5Q: 3 clusters Score -4452046 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4453480.500000 Penalty: 3459.437988
	Iteration 6F: 3 clusters Score -4453480 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4455144.500000 Penalty: 3459.437988
	Iteration 7F: 3 clusters Score -4455144 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -4456743.000000 Penalty: 3459.437988
	Iteration 8F: 3 clusters Score -4456743 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -4458180.500000 Penalty: 3459.437988
	Iteration 9Q: 3 clusters Score -4458180 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4459341.000000 Penalty: 3459.437988
	Iteration 10Q: 3 clusters Score -4459341 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -4460255.500000 Penalty: 3459.437988
	Iteration 11Q: 3 clusters Score -4460256 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -4461033.000000 Penalty: 3459.437988
	Iteration 12Q: 3 clusters Score -4461033 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4461724.000000 Penalty: 3459.437988
	Iteration 13Q: 3 clusters Score -4461724 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4462403.500000 Penalty: 3459.437988
	Iteration 14Q: 3 clusters Score -4462404 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4462979.500000 Penalty: 3459.437988
	Iteration 15Q: 3 clusters Score -4462980 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4463442.500000 Penalty: 3459.437988
	Iteration 16Q: 3 clusters Score -4463442 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4463778.000000 Penalty: 3459.437988
	Iteration 17Q: 3 clusters Score -4463778 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4463979.500000 Penalty: 3459.437988
	Iteration 18Q: 3 clusters Score -4463980 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4464118.500000 Penalty: 3459.437988
	Iteration 19Q: 3 clusters Score -4464118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4464213.000000 Penalty: 3459.437988
	Iteration 20F: 3 clusters Score -4464213 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4464267.000000 Penalty: 3459.437988
	Iteration 21Q: 3 clusters Score -4464267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4464313.000000 Penalty: 3459.437988
	Iteration 22Q: 3 clusters Score -4464313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4464343.000000 Penalty: 3459.437988
	Iteration 23Q: 3 clusters Score -4464343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4464365.000000 Penalty: 3459.437988
	Iteration 24Q: 3 clusters Score -4464365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4464374.000000 Penalty: 3459.437988
	Iteration 25Q: 3 clusters Score -4464374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4464372.500000 Penalty: 3459.437988
	Iteration 26Q: 3 clusters Score -4464372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4464374.000000 Penalty: 3459.437988
	Iteration 27Q: 3 clusters Score -4464374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4464383.000000 Penalty: 3459.437988
	Iteration 28Q: 3 clusters Score -4464383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4464387.000000 Penalty: 3459.437988
	Iteration 29Q: 3 clusters Score -4464387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4464385.000000 Penalty: 3459.437988
	Iteration 30Q: 3 clusters Score -4464385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4464392.500000 Penalty: 3459.437988
	Iteration 31Q: 3 clusters Score -4464392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4464392.500000 Penalty: 3459.437988
	Iteration 32Q: 3 clusters Score -4464392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4464401.000000 Penalty: 3459.437988
	Iteration 33Q: 3 clusters Score -4464401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4464410.500000 Penalty: 3459.437988
	Iteration 34Q: 3 clusters Score -4464410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4464409.500000 Penalty: 3459.437988
	Iteration 35Q: 3 clusters Score -4464410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4464415.500000 Penalty: 3459.437988
	Iteration 36Q: 3 clusters Score -4464416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4464415.500000 Penalty: 3459.437988
	Iteration 37Q: 3 clusters Score -4464416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4464414.500000 Penalty: 3459.437988
	Iteration 38Q: 3 clusters Score -4464414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4464414.500000 Penalty: 3459.437988
	Iteration 39F: 3 clusters Score -4464414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Entering Unmasked Estep 
Score: -8720873.000000 Penalty: 1834.282471
	Iteration 0F: 2 clusters Score -8720873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -8667420.000000 Penalty: 3668.564941
	Iteration 0F: 3 clusters Score -8667420 nChanged 37993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -8689244.000000 Penalty: 3668.564941
	Iteration 1F: 3 clusters Score -8689244 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -8690030.000000 Penalty: 3668.564941
	Iteration 2Q: 3 clusters Score -8690030 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -8690914.000000 Penalty: 3668.564941
	Iteration 3Q: 3 clusters Score -8690914 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -8691970.000000 Penalty: 3668.564941
	Iteration 4Q: 3 clusters Score -8691970 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -8693422.000000 Penalty: 3668.564941
	Iteration 5Q: 3 clusters Score -8693422 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8695311.000000 Penalty: 3668.564941
	Iteration 6Q: 3 clusters Score -8695311 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -8698019.000000 Penalty: 3668.564941
	Iteration 7F: 3 clusters Score -8698019 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -8701834.000000 Penalty: 3668.564941
	Iteration 8F: 3 clusters Score -8701834 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -8705745.000000 Penalty: 3668.564941
	Iteration 9F: 3 clusters Score -8705745 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8708184.000000 Penalty: 3668.564941
	Iteration 10F: 3 clusters Score -8708184 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -8709239.000000 Penalty: 3668.564941
	Iteration 11Q: 3 clusters Score -8709239 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -8709661.000000 Penalty: 3668.564941
	Iteration 12Q: 3 clusters Score -8709661 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -8710032.000000 Penalty: 3668.564941
	Iteration 13Q: 3 clusters Score -8710032 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -8710314.000000 Penalty: 3668.564941
	Iteration 14Q: 3 clusters Score -8710314 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8710520.000000 Penalty: 3668.564941
	Iteration 15Q: 3 clusters Score -8710520 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8710738.000000 Penalty: 3668.564941
	Iteration 16Q: 3 clusters Score -8710738 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -8710936.000000 Penalty: 3668.564941
	Iteration 17Q: 3 clusters Score -8710936 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -8711108.000000 Penalty: 3668.564941
	Iteration 18Q: 3 clusters Score -8711108 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8711282.000000 Penalty: 3668.564941
	Iteration 19Q: 3 clusters Score -8711282 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8711400.000000 Penalty: 3668.564941
	Iteration 20F: 3 clusters Score -8711400 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -8711555.000000 Penalty: 3668.564941
	Iteration 21Q: 3 clusters Score -8711555 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8711691.000000 Penalty: 3668.564941
	Iteration 22Q: 3 clusters Score -8711691 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -8711783.000000 Penalty: 3668.564941
	Iteration 23Q: 3 clusters Score -8711783 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -8711884.000000 Penalty: 3668.564941
	Iteration 24Q: 3 clusters Score -8711884 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -8711987.000000 Penalty: 3668.564941
	Iteration 25Q: 3 clusters Score -8711987 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -8712073.000000 Penalty: 3668.564941
	Iteration 26Q: 3 clusters Score -8712073 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -8712177.000000 Penalty: 3668.564941
	Iteration 27Q: 3 clusters Score -8712177 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -8712228.000000 Penalty: 3668.564941
	Iteration 28Q: 3 clusters Score -8712228 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -8712324.000000 Penalty: 3668.564941
	Iteration 29Q: 3 clusters Score -8712324 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -8712356.000000 Penalty: 3668.564941
	Iteration 30Q: 3 clusters Score -8712356 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -8712458.000000 Penalty: 3668.564941
	Iteration 31Q: 3 clusters Score -8712458 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -8712535.000000 Penalty: 3668.564941
	Iteration 32Q: 3 clusters Score -8712535 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -8712604.000000 Penalty: 3668.564941
	Iteration 33Q: 3 clusters Score -8712604 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -8712694.000000 Penalty: 3668.564941
	Iteration 34Q: 3 clusters Score -8712694 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -8712857.000000 Penalty: 3668.564941
	Iteration 35Q: 3 clusters Score -8712857 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -8713041.000000 Penalty: 3668.564941
	Iteration 36Q: 3 clusters Score -8713041 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -8713155.000000 Penalty: 3668.564941
	Iteration 37Q: 3 clusters Score -8713155 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -8713310.000000 Penalty: 3668.564941
	Iteration 38Q: 3 clusters Score -8713310 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -8713382.000000 Penalty: 3668.564941
	Iteration 39Q: 3 clusters Score -8713382 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -8713526.000000 Penalty: 3668.564941
	Iteration 40F: 3 clusters Score -8713526 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -8713674.000000 Penalty: 3668.564941
	Iteration 41Q: 3 clusters Score -8713674 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -8713863.000000 Penalty: 3668.564941
	Iteration 42Q: 3 clusters Score -8713863 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -8714017.000000 Penalty: 3668.564941
	Iteration 43Q: 3 clusters Score -8714017 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -8714187.000000 Penalty: 3668.564941
	Iteration 44Q: 3 clusters Score -8714187 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -8714311.000000 Penalty: 3668.564941
	Iteration 45Q: 3 clusters Score -8714311 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -8714551.000000 Penalty: 3668.564941
	Iteration 46Q: 3 clusters Score -8714551 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -8714760.000000 Penalty: 3668.564941
	Iteration 47Q: 3 clusters Score -8714760 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -8714938.000000 Penalty: 3668.564941
	Iteration 48Q: 3 clusters Score -8714938 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -8715139.000000 Penalty: 3668.564941
	Iteration 49Q: 3 clusters Score -8715139 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -8715377.000000 Penalty: 3668.564941
	Iteration 50Q: 3 clusters Score -8715377 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -8715588.000000 Penalty: 3668.564941
	Iteration 51Q: 3 clusters Score -8715588 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -8715842.000000 Penalty: 3668.564941
	Iteration 52Q: 3 clusters Score -8715842 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -8716120.000000 Penalty: 3668.564941
	Iteration 53Q: 3 clusters Score -8716120 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -8716355.000000 Penalty: 3668.564941
	Iteration 54Q: 3 clusters Score -8716355 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -8716664.000000 Penalty: 3668.564941
	Iteration 55Q: 3 clusters Score -8716664 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -8716855.000000 Penalty: 3668.564941
	Iteration 56Q: 3 clusters Score -8716855 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -8717134.000000 Penalty: 3668.564941
	Iteration 57Q: 3 clusters Score -8717134 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
Score: -8717371.000000 Penalty: 3668.564941
	Iteration 58Q: 3 clusters Score -8717371 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -8717571.000000 Penalty: 3668.564941
	Iteration 59Q: 3 clusters Score -8717571 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 72913 members 
Entering Unmasked Estep 
Score: -8717775.000000 Penalty: 3668.564941
	Iteration 60F: 3 clusters Score -8717775 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -8717942.000000 Penalty: 3668.564941
	Iteration 61Q: 3 clusters Score -8717942 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -8718124.000000 Penalty: 3668.564941
	Iteration 62Q: 3 clusters Score -8718124 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -8718203.000000 Penalty: 3668.564941
	Iteration 63Q: 3 clusters Score -8718203 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -8718324.000000 Penalty: 3668.564941
	Iteration 64Q: 3 clusters Score -8718324 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -8718474.000000 Penalty: 3668.564941
	Iteration 65Q: 3 clusters Score -8718474 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -8718575.000000 Penalty: 3668.564941
	Iteration 66Q: 3 clusters Score -8718575 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -8718645.000000 Penalty: 3668.564941
	Iteration 67Q: 3 clusters Score -8718645 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -8718775.000000 Penalty: 3668.564941
	Iteration 68Q: 3 clusters Score -8718775 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -8718872.000000 Penalty: 3668.564941
	Iteration 69Q: 3 clusters Score -8718872 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 76778 members 
Entering Unmasked Estep 
Score: -8718996.000000 Penalty: 3668.564941
	Iteration 70Q: 3 clusters Score -8718996 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -8719074.000000 Penalty: 3668.564941
	Iteration 71Q: 3 clusters Score -8719074 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -8719131.000000 Penalty: 3668.564941
	Iteration 72Q: 3 clusters Score -8719131 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -8719207.000000 Penalty: 3668.564941
	Iteration 73Q: 3 clusters Score -8719207 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -8719228.000000 Penalty: 3668.564941
	Iteration 74Q: 3 clusters Score -8719228 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -8719245.000000 Penalty: 3668.564941
	Iteration 75Q: 3 clusters Score -8719245 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -8719301.000000 Penalty: 3668.564941
	Iteration 76Q: 3 clusters Score -8719301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -8719315.000000 Penalty: 3668.564941
	Iteration 77Q: 3 clusters Score -8719315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -8719333.000000 Penalty: 3668.564941
	Iteration 78Q: 3 clusters Score -8719333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -8719357.000000 Penalty: 3668.564941
	Iteration 79Q: 3 clusters Score -8719357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -8719374.000000 Penalty: 3668.564941
	Iteration 80F: 3 clusters Score -8719374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -8719385.000000 Penalty: 3668.564941
	Iteration 81Q: 3 clusters Score -8719385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -8719388.000000 Penalty: 3668.564941
	Iteration 82Q: 3 clusters Score -8719388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -8719399.000000 Penalty: 3668.564941
	Iteration 83Q: 3 clusters Score -8719399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -8719421.000000 Penalty: 3668.564941
	Iteration 84Q: 3 clusters Score -8719421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -8719425.000000 Penalty: 3668.564941
	Iteration 85Q: 3 clusters Score -8719425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -8719442.000000 Penalty: 3668.564941
	Iteration 86Q: 3 clusters Score -8719442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -8719436.000000 Penalty: 3668.564941
	Iteration 87Q: 3 clusters Score -8719436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
Score: -8719433.000000 Penalty: 3668.564941
	Iteration 88Q: 3 clusters Score -8719433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -8719439.000000 Penalty: 3668.564941
	Iteration 89Q: 3 clusters Score -8719439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -8719445.000000 Penalty: 3668.564941
	Iteration 90Q: 3 clusters Score -8719445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -8719438.000000 Penalty: 3668.564941
	Iteration 91Q: 3 clusters Score -8719438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -8719451.000000 Penalty: 3668.564941
	Iteration 92Q: 3 clusters Score -8719451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -8719461.000000 Penalty: 3668.564941
	Iteration 93Q: 3 clusters Score -8719461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -8719457.000000 Penalty: 3668.564941
	Iteration 94Q: 3 clusters Score -8719457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -8719455.000000 Penalty: 3668.564941
	Iteration 95Q: 3 clusters Score -8719455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -8719452.000000 Penalty: 3668.564941
	Iteration 96Q: 3 clusters Score -8719452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -8719458.000000 Penalty: 3668.564941
	Iteration 97Q: 3 clusters Score -8719458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -8719465.000000 Penalty: 3668.564941
	Iteration 98Q: 3 clusters Score -8719465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -8719459.000000 Penalty: 3668.564941
	Iteration 99Q: 3 clusters Score -8719459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -8719465.000000 Penalty: 3668.564941
	Iteration 100F: 3 clusters Score -8719465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -8719467.000000 Penalty: 3668.564941
	Iteration 101Q: 3 clusters Score -8719467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -8719485.000000 Penalty: 3668.564941
	Iteration 102Q: 3 clusters Score -8719485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -8719485.000000 Penalty: 3668.564941
	Iteration 103Q: 3 clusters Score -8719485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 78634 members 
Entering Unmasked Estep 
Score: -8719490.000000 Penalty: 3668.564941
	Iteration 104Q: 3 clusters Score -8719490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -8719491.000000 Penalty: 3668.564941
	Iteration 105Q: 3 clusters Score -8719491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -8719491.000000 Penalty: 3668.564941
	Iteration 106Q: 3 clusters Score -8719491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -8719488.000000 Penalty: 3668.564941
	Iteration 107Q: 3 clusters Score -8719488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -8719494.000000 Penalty: 3668.564941
	Iteration 108Q: 3 clusters Score -8719494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -8719501.000000 Penalty: 3668.564941
	Iteration 109Q: 3 clusters Score -8719501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -8719502.000000 Penalty: 3668.564941
	Iteration 110Q: 3 clusters Score -8719502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -8719489.000000 Penalty: 3668.564941
	Iteration 111Q: 3 clusters Score -8719489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -8719486.000000 Penalty: 3668.564941
	Iteration 112Q: 3 clusters Score -8719486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -8719492.000000 Penalty: 3668.564941
	Iteration 113Q: 3 clusters Score -8719492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -8719491.000000 Penalty: 3668.564941
	Iteration 114Q: 3 clusters Score -8719491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -8719497.000000 Penalty: 3668.564941
	Iteration 115Q: 3 clusters Score -8719497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -8719497.000000 Penalty: 3668.564941
	Iteration 116F: 3 clusters Score -8719497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Entering Unmasked Estep 
Score: -5048082.500000 Penalty: 1744.137207
	Iteration 0F: 2 clusters Score -5048082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5017501.500000 Penalty: 3488.274414
	Iteration 0F: 3 clusters Score -5017502 nChanged 21297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -5029281.500000 Penalty: 3488.274414
	Iteration 1F: 3 clusters Score -5029282 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -5029609.500000 Penalty: 3488.274414
	Iteration 2Q: 3 clusters Score -5029610 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5029894.500000 Penalty: 3488.274414
	Iteration 3Q: 3 clusters Score -5029894 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5030196.000000 Penalty: 3488.274414
	Iteration 4Q: 3 clusters Score -5030196 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -5030547.000000 Penalty: 3488.274414
	Iteration 5Q: 3 clusters Score -5030547 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -5030965.500000 Penalty: 3488.274414
	Iteration 6Q: 3 clusters Score -5030966 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -5031571.500000 Penalty: 3488.274414
	Iteration 7Q: 3 clusters Score -5031572 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -5032464.000000 Penalty: 3488.274414
	Iteration 8Q: 3 clusters Score -5032464 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -5033854.000000 Penalty: 3488.274414
	Iteration 9Q: 3 clusters Score -5033854 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -5035818.000000 Penalty: 3488.274414
	Iteration 10F: 3 clusters Score -5035818 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -5038106.500000 Penalty: 3488.274414
	Iteration 11F: 3 clusters Score -5038106 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5040280.000000 Penalty: 3488.274414
	Iteration 12F: 3 clusters Score -5040280 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -5042033.500000 Penalty: 3488.274414
	Iteration 13Q: 3 clusters Score -5042034 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -5043246.500000 Penalty: 3488.274414
	Iteration 14Q: 3 clusters Score -5043246 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5044133.000000 Penalty: 3488.274414
	Iteration 15Q: 3 clusters Score -5044133 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -5044819.500000 Penalty: 3488.274414
	Iteration 16Q: 3 clusters Score -5044820 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -5045402.500000 Penalty: 3488.274414
	Iteration 17Q: 3 clusters Score -5045402 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -5045817.500000 Penalty: 3488.274414
	Iteration 18Q: 3 clusters Score -5045818 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -5046094.500000 Penalty: 3488.274414
	Iteration 19Q: 3 clusters Score -5046094 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -5046278.500000 Penalty: 3488.274414
	Iteration 20F: 3 clusters Score -5046278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -5046392.000000 Penalty: 3488.274414
	Iteration 21Q: 3 clusters Score -5046392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -5046449.000000 Penalty: 3488.274414
	Iteration 22Q: 3 clusters Score -5046449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5046509.000000 Penalty: 3488.274414
	Iteration 23Q: 3 clusters Score -5046509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5046538.500000 Penalty: 3488.274414
	Iteration 24Q: 3 clusters Score -5046538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -5046565.000000 Penalty: 3488.274414
	Iteration 25Q: 3 clusters Score -5046565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -5046582.000000 Penalty: 3488.274414
	Iteration 26Q: 3 clusters Score -5046582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -5046587.000000 Penalty: 3488.274414
	Iteration 27Q: 3 clusters Score -5046587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -5046592.000000 Penalty: 3488.274414
	Iteration 28Q: 3 clusters Score -5046592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -5046595.000000 Penalty: 3488.274414
	Iteration 29Q: 3 clusters Score -5046595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -5046598.500000 Penalty: 3488.274414
	Iteration 30Q: 3 clusters Score -5046598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -5046606.500000 Penalty: 3488.274414
	Iteration 31Q: 3 clusters Score -5046606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -5046609.000000 Penalty: 3488.274414
	Iteration 32Q: 3 clusters Score -5046609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -5046609.000000 Penalty: 3488.274414
	Iteration 33Q: 3 clusters Score -5046609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -5046611.000000 Penalty: 3488.274414
	Iteration 34Q: 3 clusters Score -5046611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -5046616.500000 Penalty: 3488.274414
	Iteration 35Q: 3 clusters Score -5046616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5046616.500000 Penalty: 3488.274414
	Iteration 36Q: 3 clusters Score -5046616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5046618.000000 Penalty: 3488.274414
	Iteration 37Q: 3 clusters Score -5046618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5046623.500000 Penalty: 3488.274414
	Iteration 38Q: 3 clusters Score -5046624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -5046622.000000 Penalty: 3488.274414
	Iteration 39Q: 3 clusters Score -5046622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -5046624.500000 Penalty: 3488.274414
	Iteration 40F: 3 clusters Score -5046624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5046627.000000 Penalty: 3488.274414
	Iteration 41Q: 3 clusters Score -5046627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5046627.000000 Penalty: 3488.274414
	Iteration 42F: 3 clusters Score -5046627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -69717.164062 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -69717.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68527.203125 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -68527.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68706.351562 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -68706.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68745.031250 Penalty: 2119.680176
	Iteration 2Q: 3 clusters Score -68745.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68768.062500 Penalty: 2119.680176
	Iteration 3Q: 3 clusters Score -68768.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68778.921875 Penalty: 2119.680176
	Iteration 4Q: 3 clusters Score -68778.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68784.828125 Penalty: 2119.680176
	Iteration 5Q: 3 clusters Score -68784.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68794.125000 Penalty: 2119.680176
	Iteration 6Q: 3 clusters Score -68794.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68802.531250 Penalty: 2119.680176
	Iteration 7Q: 3 clusters Score -68802.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68805.539062 Penalty: 2119.680176
	Iteration 8Q: 3 clusters Score -68805.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68805.539062 Penalty: 2119.680176
	Iteration 9F: 3 clusters Score -68805.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178605 members 
Entering Unmasked Estep 
Score: -19339806.000000 Penalty: 1965.101440
	Iteration 0F: 2 clusters Score -1.933981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 89112 members 
Entering Unmasked Estep 
Score: -19221798.000000 Penalty: 3930.202881
	Iteration 0F: 3 clusters Score -1.92218e+07 nChanged 86232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -19272928.000000 Penalty: 3930.202881
	Iteration 1F: 3 clusters Score -1.927293e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -19274298.000000 Penalty: 3930.202881
	Iteration 2Q: 3 clusters Score -1.92743e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97392 members 
Mstep: Class 2 contains 81213 members 
Entering Unmasked Estep 
Score: -19276198.000000 Penalty: 3930.202881
	Iteration 3Q: 3 clusters Score -1.92762e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -19278900.000000 Penalty: 3930.202881
	Iteration 4Q: 3 clusters Score -1.92789e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106923 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -19283558.000000 Penalty: 3930.202881
	Iteration 5Q: 3 clusters Score -1.928356e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114119 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -19290634.000000 Penalty: 3930.202881
	Iteration 6F: 3 clusters Score -1.929063e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122149 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -19299756.000000 Penalty: 3930.202881
	Iteration 7F: 3 clusters Score -1.929976e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129528 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -19308890.000000 Penalty: 3930.202881
	Iteration 8F: 3 clusters Score -1.930889e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135350 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -19315218.000000 Penalty: 3930.202881
	Iteration 9F: 3 clusters Score -1.931522e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139936 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -19318910.000000 Penalty: 3930.202881
	Iteration 10Q: 3 clusters Score -1.931891e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143968 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -19321044.000000 Penalty: 3930.202881
	Iteration 11Q: 3 clusters Score -1.932104e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -19322694.000000 Penalty: 3930.202881
	Iteration 12Q: 3 clusters Score -1.932269e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151329 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -19324132.000000 Penalty: 3930.202881
	Iteration 13Q: 3 clusters Score -1.932413e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154764 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -19325536.000000 Penalty: 3930.202881
	Iteration 14Q: 3 clusters Score -1.932554e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158167 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -19327014.000000 Penalty: 3930.202881
	Iteration 15Q: 3 clusters Score -1.932701e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161392 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -19328532.000000 Penalty: 3930.202881
	Iteration 16Q: 3 clusters Score -1.932853e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164396 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -19330084.000000 Penalty: 3930.202881
	Iteration 17Q: 3 clusters Score -1.933008e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167131 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -19331626.000000 Penalty: 3930.202881
	Iteration 18Q: 3 clusters Score -1.933163e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -19333052.000000 Penalty: 3930.202881
	Iteration 19Q: 3 clusters Score -1.933305e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171576 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -19334288.000000 Penalty: 3930.202881
	Iteration 20F: 3 clusters Score -1.933429e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173262 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -19335240.000000 Penalty: 3930.202881
	Iteration 21Q: 3 clusters Score -1.933524e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174623 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -19335972.000000 Penalty: 3930.202881
	Iteration 22Q: 3 clusters Score -1.933597e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175632 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -19336604.000000 Penalty: 3930.202881
	Iteration 23Q: 3 clusters Score -1.93366e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176360 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -19337024.000000 Penalty: 3930.202881
	Iteration 24Q: 3 clusters Score -1.933702e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19337326.000000 Penalty: 3930.202881
	Iteration 25Q: 3 clusters Score -1.933733e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177223 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -19337574.000000 Penalty: 3930.202881
	Iteration 26Q: 3 clusters Score -1.933757e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177447 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -19337714.000000 Penalty: 3930.202881
	Iteration 27Q: 3 clusters Score -1.933771e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177622 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19337800.000000 Penalty: 3930.202881
	Iteration 28Q: 3 clusters Score -1.93378e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177731 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19337874.000000 Penalty: 3930.202881
	Iteration 29Q: 3 clusters Score -1.933787e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177816 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -19337916.000000 Penalty: 3930.202881
	Iteration 30Q: 3 clusters Score -1.933792e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177872 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19337970.000000 Penalty: 3930.202881
	Iteration 31Q: 3 clusters Score -1.933797e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177914 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -19338012.000000 Penalty: 3930.202881
	Iteration 32Q: 3 clusters Score -1.933801e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177952 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -19338070.000000 Penalty: 3930.202881
	Iteration 33Q: 3 clusters Score -1.933807e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177991 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -19338094.000000 Penalty: 3930.202881
	Iteration 34Q: 3 clusters Score -1.933809e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178025 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -19338112.000000 Penalty: 3930.202881
	Iteration 35Q: 3 clusters Score -1.933811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -19338138.000000 Penalty: 3930.202881
	Iteration 36Q: 3 clusters Score -1.933814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178050 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -19338152.000000 Penalty: 3930.202881
	Iteration 37Q: 3 clusters Score -1.933815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178060 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19338156.000000 Penalty: 3930.202881
	Iteration 38Q: 3 clusters Score -1.933816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178068 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -19338154.000000 Penalty: 3930.202881
	Iteration 39Q: 3 clusters Score -1.933815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178071 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -19338174.000000 Penalty: 3930.202881
	Iteration 40F: 3 clusters Score -1.933817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178073 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -19338166.000000 Penalty: 3930.202881
	Iteration 41Q: 3 clusters Score -1.933817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178073 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -19338166.000000 Penalty: 3930.202881
	Iteration 42F: 3 clusters Score -1.933817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -486843.250000 Penalty: 1364.741577
	Iteration 0F: 2 clusters Score -486843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -483179.687500 Penalty: 2729.483154
	Iteration 0F: 3 clusters Score -483179.7 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -484245.218750 Penalty: 2729.483154
	Iteration 1F: 3 clusters Score -484245.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -484454.875000 Penalty: 2729.483154
	Iteration 2F: 3 clusters Score -484454.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -484621.906250 Penalty: 2729.483154
	Iteration 3F: 3 clusters Score -484621.9 nChanged 218
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: -484746.812500 Penalty: 2729.483154
	Iteration 4Q: 3 clusters Score -484746.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -484839.812500 Penalty: 2729.483154
	Iteration 5Q: 3 clusters Score -484839.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -484938.875000 Penalty: 2729.483154
	Iteration 6Q: 3 clusters Score -484938.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -485025.093750 Penalty: 2729.483154
	Iteration 7Q: 3 clusters Score -485025.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -485101.187500 Penalty: 2729.483154
	Iteration 8Q: 3 clusters Score -485101.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -485183.281250 Penalty: 2729.483154
	Iteration 9Q: 3 clusters Score -485183.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -485264.218750 Penalty: 2729.483154
	Iteration 10Q: 3 clusters Score -485264.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -485325.781250 Penalty: 2729.483154
	Iteration 11Q: 3 clusters Score -485325.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -485380.468750 Penalty: 2729.483154
	Iteration 12Q: 3 clusters Score -485380.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -485439.718750 Penalty: 2729.483154
	Iteration 13Q: 3 clusters Score -485439.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -485484.281250 Penalty: 2729.483154
	Iteration 14Q: 3 clusters Score -485484.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -485519.812500 Penalty: 2729.483154
	Iteration 15Q: 3 clusters Score -485519.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -485550.593750 Penalty: 2729.483154
	Iteration 16Q: 3 clusters Score -485550.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -485568.156250 Penalty: 2729.483154
	Iteration 17Q: 3 clusters Score -485568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -485585.031250 Penalty: 2729.483154
	Iteration 18Q: 3 clusters Score -485585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -485600.187500 Penalty: 2729.483154
	Iteration 19Q: 3 clusters Score -485600.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -485611.781250 Penalty: 2729.483154
	Iteration 20F: 3 clusters Score -485611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -485620.031250 Penalty: 2729.483154
	Iteration 21Q: 3 clusters Score -485620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -485628.625000 Penalty: 2729.483154
	Iteration 22Q: 3 clusters Score -485628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -485635.156250 Penalty: 2729.483154
	Iteration 23Q: 3 clusters Score -485635.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -485640.000000 Penalty: 2729.483154
	Iteration 24Q: 3 clusters Score -485640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -485645.500000 Penalty: 2729.483154
	Iteration 25Q: 3 clusters Score -485645.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -485658.093750 Penalty: 2729.483154
	Iteration 26Q: 3 clusters Score -485658.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -485664.125000 Penalty: 2729.483154
	Iteration 27Q: 3 clusters Score -485664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -485671.218750 Penalty: 2729.483154
	Iteration 28Q: 3 clusters Score -485671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -485676.625000 Penalty: 2729.483154
	Iteration 29Q: 3 clusters Score -485676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -485678.687500 Penalty: 2729.483154
	Iteration 30Q: 3 clusters Score -485678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -485680.593750 Penalty: 2729.483154
	Iteration 31Q: 3 clusters Score -485680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -485680.593750 Penalty: 2729.483154
	Iteration 32F: 3 clusters Score -485680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Entering Unmasked Estep 
Score: -3934566.250000 Penalty: 1704.262329
	Iteration 0F: 2 clusters Score -3934566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3910244.750000 Penalty: 3408.524658
	Iteration 0F: 3 clusters Score -3910245 nChanged 16768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3919806.250000 Penalty: 3408.524658
	Iteration 1F: 3 clusters Score -3919806 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3920273.000000 Penalty: 3408.524658
	Iteration 2Q: 3 clusters Score -3920273 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3920797.000000 Penalty: 3408.524658
	Iteration 3Q: 3 clusters Score -3920797 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3921500.750000 Penalty: 3408.524658
	Iteration 4Q: 3 clusters Score -3921501 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3922430.500000 Penalty: 3408.524658
	Iteration 5Q: 3 clusters Score -3922430 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3923594.000000 Penalty: 3408.524658
	Iteration 6F: 3 clusters Score -3923594 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3924966.250000 Penalty: 3408.524658
	Iteration 7F: 3 clusters Score -3924966 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3926451.250000 Penalty: 3408.524658
	Iteration 8F: 3 clusters Score -3926451 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3927837.500000 Penalty: 3408.524658
	Iteration 9F: 3 clusters Score -3927838 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3928924.750000 Penalty: 3408.524658
	Iteration 10Q: 3 clusters Score -3928925 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3929718.500000 Penalty: 3408.524658
	Iteration 11Q: 3 clusters Score -3929718 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3930286.750000 Penalty: 3408.524658
	Iteration 12Q: 3 clusters Score -3930287 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -3930683.500000 Penalty: 3408.524658
	Iteration 13Q: 3 clusters Score -3930684 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -3930990.250000 Penalty: 3408.524658
	Iteration 14Q: 3 clusters Score -3930990 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -3931284.750000 Penalty: 3408.524658
	Iteration 15Q: 3 clusters Score -3931285 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -3931527.250000 Penalty: 3408.524658
	Iteration 16Q: 3 clusters Score -3931527 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -3931766.000000 Penalty: 3408.524658
	Iteration 17Q: 3 clusters Score -3931766 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3931998.000000 Penalty: 3408.524658
	Iteration 18Q: 3 clusters Score -3931998 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -3932203.500000 Penalty: 3408.524658
	Iteration 19Q: 3 clusters Score -3932204 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -3932397.500000 Penalty: 3408.524658
	Iteration 20F: 3 clusters Score -3932398 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -3932556.250000 Penalty: 3408.524658
	Iteration 21Q: 3 clusters Score -3932556 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -3932723.500000 Penalty: 3408.524658
	Iteration 22Q: 3 clusters Score -3932724 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -3932843.500000 Penalty: 3408.524658
	Iteration 23Q: 3 clusters Score -3932844 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -3932925.500000 Penalty: 3408.524658
	Iteration 24Q: 3 clusters Score -3932926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3932987.250000 Penalty: 3408.524658
	Iteration 25Q: 3 clusters Score -3932987 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -3933041.250000 Penalty: 3408.524658
	Iteration 26Q: 3 clusters Score -3933041 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -3933072.000000 Penalty: 3408.524658
	Iteration 27Q: 3 clusters Score -3933072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -3933103.000000 Penalty: 3408.524658
	Iteration 28Q: 3 clusters Score -3933103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3933126.500000 Penalty: 3408.524658
	Iteration 29Q: 3 clusters Score -3933126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -3933150.500000 Penalty: 3408.524658
	Iteration 30Q: 3 clusters Score -3933150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -3933175.000000 Penalty: 3408.524658
	Iteration 31Q: 3 clusters Score -3933175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -3933176.000000 Penalty: 3408.524658
	Iteration 32Q: 3 clusters Score -3933176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -3933185.250000 Penalty: 3408.524658
	Iteration 33Q: 3 clusters Score -3933185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -3933198.000000 Penalty: 3408.524658
	Iteration 34Q: 3 clusters Score -3933198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -3933202.250000 Penalty: 3408.524658
	Iteration 35Q: 3 clusters Score -3933202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -3933205.000000 Penalty: 3408.524658
	Iteration 36Q: 3 clusters Score -3933205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -3933200.750000 Penalty: 3408.524658
	Iteration 37Q: 3 clusters Score -3933201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -3933208.250000 Penalty: 3408.524658
	Iteration 38Q: 3 clusters Score -3933208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -3933213.750000 Penalty: 3408.524658
	Iteration 39Q: 3 clusters Score -3933214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3933214.500000 Penalty: 3408.524658
	Iteration 40F: 3 clusters Score -3933214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -3933217.000000 Penalty: 3408.524658
	Iteration 41Q: 3 clusters Score -3933217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -3933217.250000 Penalty: 3408.524658
	Iteration 42Q: 3 clusters Score -3933217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -3933221.500000 Penalty: 3408.524658
	Iteration 43Q: 3 clusters Score -3933222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -3933225.000000 Penalty: 3408.524658
	Iteration 44Q: 3 clusters Score -3933225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -3933227.500000 Penalty: 3408.524658
	Iteration 45Q: 3 clusters Score -3933228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -3933227.750000 Penalty: 3408.524658
	Iteration 46Q: 3 clusters Score -3933228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -3933224.000000 Penalty: 3408.524658
	Iteration 47Q: 3 clusters Score -3933224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -3933224.750000 Penalty: 3408.524658
	Iteration 48Q: 3 clusters Score -3933225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -3933227.500000 Penalty: 3408.524658
	Iteration 49Q: 3 clusters Score -3933228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -3933226.500000 Penalty: 3408.524658
	Iteration 50Q: 3 clusters Score -3933226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -3933226.500000 Penalty: 3408.524658
	Iteration 51F: 3 clusters Score -3933226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (138841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138841 members 
Entering Unmasked Estep 
Score: -15022005.000000 Penalty: 1924.176270
	Iteration 0F: 2 clusters Score -1.5022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -14929010.000000 Penalty: 3848.352539
	Iteration 0F: 3 clusters Score -1.492901e+07 nChanged 66854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -14968813.000000 Penalty: 3848.352539
	Iteration 1F: 3 clusters Score -1.496881e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -14970495.000000 Penalty: 3848.352539
	Iteration 2Q: 3 clusters Score -1.49705e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -14973165.000000 Penalty: 3848.352539
	Iteration 3Q: 3 clusters Score -1.497316e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -14977997.000000 Penalty: 3848.352539
	Iteration 4F: 3 clusters Score -1.4978e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -14986115.000000 Penalty: 3848.352539
	Iteration 5F: 3 clusters Score -1.498612e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 108621 members 
Entering Unmasked Estep 
Score: -14996258.000000 Penalty: 3848.352539
	Iteration 6F: 3 clusters Score -1.499626e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 116655 members 
Entering Unmasked Estep 
Score: -15005318.000000 Penalty: 3848.352539
	Iteration 7F: 3 clusters Score -1.500532e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 121426 members 
Entering Unmasked Estep 
Score: -15011440.000000 Penalty: 3848.352539
	Iteration 8Q: 3 clusters Score -1.501144e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 123892 members 
Entering Unmasked Estep 
Score: -15014579.000000 Penalty: 3848.352539
	Iteration 9Q: 3 clusters Score -1.501458e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -15016217.000000 Penalty: 3848.352539
	Iteration 10Q: 3 clusters Score -1.501622e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 126568 members 
Entering Unmasked Estep 
Score: -15017215.000000 Penalty: 3848.352539
	Iteration 11Q: 3 clusters Score -1.501722e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 127490 members 
Entering Unmasked Estep 
Score: -15017898.000000 Penalty: 3848.352539
	Iteration 12Q: 3 clusters Score -1.50179e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 128190 members 
Entering Unmasked Estep 
Score: -15018482.000000 Penalty: 3848.352539
	Iteration 13Q: 3 clusters Score -1.501848e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 128712 members 
Entering Unmasked Estep 
Score: -15018984.000000 Penalty: 3848.352539
	Iteration 14Q: 3 clusters Score -1.501898e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 129116 members 
Entering Unmasked Estep 
Score: -15019332.000000 Penalty: 3848.352539
	Iteration 15Q: 3 clusters Score -1.501933e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 129457 members 
Entering Unmasked Estep 
Score: -15019623.000000 Penalty: 3848.352539
	Iteration 16Q: 3 clusters Score -1.501962e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -15019780.000000 Penalty: 3848.352539
	Iteration 17Q: 3 clusters Score -1.501978e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 129942 members 
Entering Unmasked Estep 
Score: -15019968.000000 Penalty: 3848.352539
	Iteration 18Q: 3 clusters Score -1.501997e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 130124 members 
Entering Unmasked Estep 
Score: -15020132.000000 Penalty: 3848.352539
	Iteration 19Q: 3 clusters Score -1.502013e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 130324 members 
Entering Unmasked Estep 
Score: -15020194.000000 Penalty: 3848.352539
	Iteration 20F: 3 clusters Score -1.502019e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 130508 members 
Entering Unmasked Estep 
Score: -15020249.000000 Penalty: 3848.352539
	Iteration 21Q: 3 clusters Score -1.502025e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 130661 members 
Entering Unmasked Estep 
Score: -15020329.000000 Penalty: 3848.352539
	Iteration 22Q: 3 clusters Score -1.502033e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 130792 members 
Entering Unmasked Estep 
Score: -15020345.000000 Penalty: 3848.352539
	Iteration 23Q: 3 clusters Score -1.502034e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 130904 members 
Entering Unmasked Estep 
Score: -15020378.000000 Penalty: 3848.352539
	Iteration 24Q: 3 clusters Score -1.502038e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 130995 members 
Entering Unmasked Estep 
Score: -15020363.000000 Penalty: 3848.352539
	Iteration 25Q: 3 clusters Score -1.502036e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 131081 members 
Entering Unmasked Estep 
Score: -15020384.000000 Penalty: 3848.352539
	Iteration 26Q: 3 clusters Score -1.502038e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -15020383.000000 Penalty: 3848.352539
	Iteration 27Q: 3 clusters Score -1.502038e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 131233 members 
Entering Unmasked Estep 
Score: -15020398.000000 Penalty: 3848.352539
	Iteration 28Q: 3 clusters Score -1.50204e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 131301 members 
Entering Unmasked Estep 
Score: -15020376.000000 Penalty: 3848.352539
	Iteration 29Q: 3 clusters Score -1.502038e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 131362 members 
Entering Unmasked Estep 
Score: -15020386.000000 Penalty: 3848.352539
	Iteration 30Q: 3 clusters Score -1.502039e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 131423 members 
Entering Unmasked Estep 
Score: -15020380.000000 Penalty: 3848.352539
	Iteration 31Q: 3 clusters Score -1.502038e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 131478 members 
Entering Unmasked Estep 
Score: -15020353.000000 Penalty: 3848.352539
	Iteration 32Q: 3 clusters Score -1.502035e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 131530 members 
Entering Unmasked Estep 
Score: -15020381.000000 Penalty: 3848.352539
	Iteration 33Q: 3 clusters Score -1.502038e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 131574 members 
Entering Unmasked Estep 
Score: -15020382.000000 Penalty: 3848.352539
	Iteration 34Q: 3 clusters Score -1.502038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 131621 members 
Entering Unmasked Estep 
Score: -15020392.000000 Penalty: 3848.352539
	Iteration 35Q: 3 clusters Score -1.502039e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 131662 members 
Entering Unmasked Estep 
Score: -15020381.000000 Penalty: 3848.352539
	Iteration 36Q: 3 clusters Score -1.502038e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 131709 members 
Entering Unmasked Estep 
Score: -15020375.000000 Penalty: 3848.352539
	Iteration 37Q: 3 clusters Score -1.502038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 131745 members 
Entering Unmasked Estep 
Score: -15020359.000000 Penalty: 3848.352539
	Iteration 38Q: 3 clusters Score -1.502036e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 131780 members 
Entering Unmasked Estep 
Score: -15020370.000000 Penalty: 3848.352539
	Iteration 39Q: 3 clusters Score -1.502037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 131813 members 
Entering Unmasked Estep 
Score: -15020382.000000 Penalty: 3848.352539
	Iteration 40F: 3 clusters Score -1.502038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 131838 members 
Entering Unmasked Estep 
Score: -15020379.000000 Penalty: 3848.352539
	Iteration 41Q: 3 clusters Score -1.502038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 131854 members 
Entering Unmasked Estep 
Score: -15020383.000000 Penalty: 3848.352539
	Iteration 42Q: 3 clusters Score -1.502038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 131873 members 
Entering Unmasked Estep 
Score: -15020384.000000 Penalty: 3848.352539
	Iteration 43Q: 3 clusters Score -1.502038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 131898 members 
Entering Unmasked Estep 
Score: -15020372.000000 Penalty: 3848.352539
	Iteration 44Q: 3 clusters Score -1.502037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 131928 members 
Entering Unmasked Estep 
Score: -15020365.000000 Penalty: 3848.352539
	Iteration 45Q: 3 clusters Score -1.502036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -15020348.000000 Penalty: 3848.352539
	Iteration 46Q: 3 clusters Score -1.502035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 131970 members 
Entering Unmasked Estep 
Score: -15020348.000000 Penalty: 3848.352539
	Iteration 47Q: 3 clusters Score -1.502035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 131988 members 
Entering Unmasked Estep 
Score: -15020344.000000 Penalty: 3848.352539
	Iteration 48Q: 3 clusters Score -1.502034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 131995 members 
Entering Unmasked Estep 
Score: -15020341.000000 Penalty: 3848.352539
	Iteration 49Q: 3 clusters Score -1.502034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 132003 members 
Entering Unmasked Estep 
Score: -15020347.000000 Penalty: 3848.352539
	Iteration 50Q: 3 clusters Score -1.502035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 132009 members 
Entering Unmasked Estep 
Score: -15020346.000000 Penalty: 3848.352539
	Iteration 51Q: 3 clusters Score -1.502035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 132019 members 
Entering Unmasked Estep 
Score: -15020361.000000 Penalty: 3848.352539
	Iteration 52Q: 3 clusters Score -1.502036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 132027 members 
Entering Unmasked Estep 
Score: -15020352.000000 Penalty: 3848.352539
	Iteration 53Q: 3 clusters Score -1.502035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 132034 members 
Entering Unmasked Estep 
Score: -15020365.000000 Penalty: 3848.352539
	Iteration 54Q: 3 clusters Score -1.502036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 132038 members 
Entering Unmasked Estep 
Score: -15020366.000000 Penalty: 3848.352539
	Iteration 55Q: 3 clusters Score -1.502037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -15020368.000000 Penalty: 3848.352539
	Iteration 56Q: 3 clusters Score -1.502037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 132042 members 
Entering Unmasked Estep 
Score: -15020368.000000 Penalty: 3848.352539
	Iteration 57Q: 3 clusters Score -1.502037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 132045 members 
Entering Unmasked Estep 
Score: -15020363.000000 Penalty: 3848.352539
	Iteration 58Q: 3 clusters Score -1.502036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 132052 members 
Entering Unmasked Estep 
Score: -15020373.000000 Penalty: 3848.352539
	Iteration 59Q: 3 clusters Score -1.502037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 132057 members 
Entering Unmasked Estep 
Score: -15020373.000000 Penalty: 3848.352539
	Iteration 60F: 3 clusters Score -1.502037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 132061 members 
Entering Unmasked Estep 
Score: -15020372.000000 Penalty: 3848.352539
	Iteration 61Q: 3 clusters Score -1.502037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 132063 members 
Entering Unmasked Estep 
Score: -15020368.000000 Penalty: 3848.352539
	Iteration 62Q: 3 clusters Score -1.502037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 132065 members 
Entering Unmasked Estep 
Score: -15020366.000000 Penalty: 3848.352539
	Iteration 63Q: 3 clusters Score -1.502037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 132067 members 
Entering Unmasked Estep 
Score: -15020363.000000 Penalty: 3848.352539
	Iteration 64Q: 3 clusters Score -1.502036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 132070 members 
Entering Unmasked Estep 
Score: -15020362.000000 Penalty: 3848.352539
	Iteration 65Q: 3 clusters Score -1.502036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 132072 members 
Entering Unmasked Estep 
Score: -15020361.000000 Penalty: 3848.352539
	Iteration 66Q: 3 clusters Score -1.502036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 132074 members 
Entering Unmasked Estep 
Score: -15020372.000000 Penalty: 3848.352539
	Iteration 67Q: 3 clusters Score -1.502037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 132076 members 
Entering Unmasked Estep 
Score: -15020376.000000 Penalty: 3848.352539
	Iteration 68Q: 3 clusters Score -1.502038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 132077 members 
Entering Unmasked Estep 
Score: -15020370.000000 Penalty: 3848.352539
	Iteration 69Q: 3 clusters Score -1.502037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -15020371.000000 Penalty: 3848.352539
	Iteration 70Q: 3 clusters Score -1.502037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -15020371.000000 Penalty: 3848.352539
	Iteration 71F: 3 clusters Score -1.502037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -198436.187500 Penalty: 1210.259521
	Iteration 0F: 2 clusters Score -198436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -196506.812500 Penalty: 2420.519043
	Iteration 0F: 3 clusters Score -196506.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -196855.875000 Penalty: 2420.519043
	Iteration 1F: 3 clusters Score -196855.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196932.500000 Penalty: 2420.519043
	Iteration 2F: 3 clusters Score -196932.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -196981.531250 Penalty: 2420.519043
	Iteration 3Q: 3 clusters Score -196981.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -197020.312500 Penalty: 2420.519043
	Iteration 4Q: 3 clusters Score -197020.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -197053.109375 Penalty: 2420.519043
	Iteration 5Q: 3 clusters Score -197053.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -197079.078125 Penalty: 2420.519043
	Iteration 6Q: 3 clusters Score -197079.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197098.484375 Penalty: 2420.519043
	Iteration 7Q: 3 clusters Score -197098.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -197107.421875 Penalty: 2420.519043
	Iteration 8Q: 3 clusters Score -197107.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -197117.250000 Penalty: 2420.519043
	Iteration 9Q: 3 clusters Score -197117.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -197130.062500 Penalty: 2420.519043
	Iteration 10Q: 3 clusters Score -197130.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -197136.953125 Penalty: 2420.519043
	Iteration 11Q: 3 clusters Score -197137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -197143.593750 Penalty: 2420.519043
	Iteration 12Q: 3 clusters Score -197143.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -197150.718750 Penalty: 2420.519043
	Iteration 13Q: 3 clusters Score -197150.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -197154.109375 Penalty: 2420.519043
	Iteration 14Q: 3 clusters Score -197154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197154.703125 Penalty: 2420.519043
	Iteration 15Q: 3 clusters Score -197154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197154.703125 Penalty: 2420.519043
	Iteration 16F: 3 clusters Score -197154.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Entering Unmasked Estep 
Score: -3639185.250000 Penalty: 1691.527710
	Iteration 0F: 2 clusters Score -3639185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3617077.500000 Penalty: 3383.055420
	Iteration 0F: 3 clusters Score -3617078 nChanged 15137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3625360.000000 Penalty: 3383.055420
	Iteration 1F: 3 clusters Score -3625360 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3625770.250000 Penalty: 3383.055420
	Iteration 2Q: 3 clusters Score -3625770 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3626216.250000 Penalty: 3383.055420
	Iteration 3Q: 3 clusters Score -3626216 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3626728.250000 Penalty: 3383.055420
	Iteration 4Q: 3 clusters Score -3626728 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3627408.750000 Penalty: 3383.055420
	Iteration 5Q: 3 clusters Score -3627409 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3628384.000000 Penalty: 3383.055420
	Iteration 6Q: 3 clusters Score -3628384 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3629569.250000 Penalty: 3383.055420
	Iteration 7F: 3 clusters Score -3629569 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3630904.500000 Penalty: 3383.055420
	Iteration 8F: 3 clusters Score -3630904 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3632285.250000 Penalty: 3383.055420
	Iteration 9F: 3 clusters Score -3632285 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3633293.000000 Penalty: 3383.055420
	Iteration 10Q: 3 clusters Score -3633293 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3633824.750000 Penalty: 3383.055420
	Iteration 11Q: 3 clusters Score -3633825 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3634156.250000 Penalty: 3383.055420
	Iteration 12Q: 3 clusters Score -3634156 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3634391.750000 Penalty: 3383.055420
	Iteration 13Q: 3 clusters Score -3634392 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3634601.750000 Penalty: 3383.055420
	Iteration 14Q: 3 clusters Score -3634602 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3634751.500000 Penalty: 3383.055420
	Iteration 15Q: 3 clusters Score -3634752 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3634938.250000 Penalty: 3383.055420
	Iteration 16Q: 3 clusters Score -3634938 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3635111.500000 Penalty: 3383.055420
	Iteration 17Q: 3 clusters Score -3635112 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3635273.250000 Penalty: 3383.055420
	Iteration 18Q: 3 clusters Score -3635273 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3635455.000000 Penalty: 3383.055420
	Iteration 19Q: 3 clusters Score -3635455 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3635648.750000 Penalty: 3383.055420
	Iteration 20F: 3 clusters Score -3635649 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3635810.750000 Penalty: 3383.055420
	Iteration 21Q: 3 clusters Score -3635811 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3635981.000000 Penalty: 3383.055420
	Iteration 22Q: 3 clusters Score -3635981 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -3636139.250000 Penalty: 3383.055420
	Iteration 23Q: 3 clusters Score -3636139 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3636329.750000 Penalty: 3383.055420
	Iteration 24Q: 3 clusters Score -3636330 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3636495.500000 Penalty: 3383.055420
	Iteration 25Q: 3 clusters Score -3636496 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3636661.000000 Penalty: 3383.055420
	Iteration 26Q: 3 clusters Score -3636661 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3636807.000000 Penalty: 3383.055420
	Iteration 27Q: 3 clusters Score -3636807 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -3636916.750000 Penalty: 3383.055420
	Iteration 28Q: 3 clusters Score -3636917 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3637020.000000 Penalty: 3383.055420
	Iteration 29Q: 3 clusters Score -3637020 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3637118.250000 Penalty: 3383.055420
	Iteration 30Q: 3 clusters Score -3637118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -3637199.500000 Penalty: 3383.055420
	Iteration 31Q: 3 clusters Score -3637200 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3637281.250000 Penalty: 3383.055420
	Iteration 32Q: 3 clusters Score -3637281 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3637351.750000 Penalty: 3383.055420
	Iteration 33Q: 3 clusters Score -3637352 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3637417.000000 Penalty: 3383.055420
	Iteration 34Q: 3 clusters Score -3637417 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -3637473.500000 Penalty: 3383.055420
	Iteration 35Q: 3 clusters Score -3637474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -3637519.250000 Penalty: 3383.055420
	Iteration 36Q: 3 clusters Score -3637519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3637540.500000 Penalty: 3383.055420
	Iteration 37Q: 3 clusters Score -3637540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3637571.000000 Penalty: 3383.055420
	Iteration 38Q: 3 clusters Score -3637571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3637594.000000 Penalty: 3383.055420
	Iteration 39Q: 3 clusters Score -3637594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -3637621.500000 Penalty: 3383.055420
	Iteration 40F: 3 clusters Score -3637622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3637639.750000 Penalty: 3383.055420
	Iteration 41Q: 3 clusters Score -3637640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -3637653.000000 Penalty: 3383.055420
	Iteration 42Q: 3 clusters Score -3637653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3637662.250000 Penalty: 3383.055420
	Iteration 43Q: 3 clusters Score -3637662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3637673.250000 Penalty: 3383.055420
	Iteration 44Q: 3 clusters Score -3637673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3637683.500000 Penalty: 3383.055420
	Iteration 45Q: 3 clusters Score -3637684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -3637698.000000 Penalty: 3383.055420
	Iteration 46Q: 3 clusters Score -3637698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -3637713.250000 Penalty: 3383.055420
	Iteration 47Q: 3 clusters Score -3637713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3637720.250000 Penalty: 3383.055420
	Iteration 48Q: 3 clusters Score -3637720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3637729.250000 Penalty: 3383.055420
	Iteration 49Q: 3 clusters Score -3637729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -3637739.000000 Penalty: 3383.055420
	Iteration 50Q: 3 clusters Score -3637739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -3637743.250000 Penalty: 3383.055420
	Iteration 51Q: 3 clusters Score -3637743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -3637744.500000 Penalty: 3383.055420
	Iteration 52Q: 3 clusters Score -3637744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3637746.500000 Penalty: 3383.055420
	Iteration 53Q: 3 clusters Score -3637746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3637748.500000 Penalty: 3383.055420
	Iteration 54Q: 3 clusters Score -3637748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3637749.250000 Penalty: 3383.055420
	Iteration 55Q: 3 clusters Score -3637749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3637749.250000 Penalty: 3383.055420
	Iteration 56F: 3 clusters Score -3637749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -452651.687500 Penalty: 1366.343994
	Iteration 0F: 2 clusters Score -452651.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -449140.375000 Penalty: 2732.687988
	Iteration 0F: 3 clusters Score -449140.4 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -450643.593750 Penalty: 2732.687988
	Iteration 1F: 3 clusters Score -450643.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -451130.750000 Penalty: 2732.687988
	Iteration 2F: 3 clusters Score -451130.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -451510.750000 Penalty: 2732.687988
	Iteration 3F: 3 clusters Score -451510.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -451801.093750 Penalty: 2732.687988
	Iteration 4F: 3 clusters Score -451801.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -451959.906250 Penalty: 2732.687988
	Iteration 5Q: 3 clusters Score -451959.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -452068.406250 Penalty: 2732.687988
	Iteration 6Q: 3 clusters Score -452068.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -452177.375000 Penalty: 2732.687988
	Iteration 7Q: 3 clusters Score -452177.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -452256.093750 Penalty: 2732.687988
	Iteration 8Q: 3 clusters Score -452256.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -452313.718750 Penalty: 2732.687988
	Iteration 9Q: 3 clusters Score -452313.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -452367.468750 Penalty: 2732.687988
	Iteration 10Q: 3 clusters Score -452367.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -452412.656250 Penalty: 2732.687988
	Iteration 11Q: 3 clusters Score -452412.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -452444.406250 Penalty: 2732.687988
	Iteration 12Q: 3 clusters Score -452444.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -452460.375000 Penalty: 2732.687988
	Iteration 13Q: 3 clusters Score -452460.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -452477.750000 Penalty: 2732.687988
	Iteration 14Q: 3 clusters Score -452477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -452482.562500 Penalty: 2732.687988
	Iteration 15Q: 3 clusters Score -452482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -452497.343750 Penalty: 2732.687988
	Iteration 16Q: 3 clusters Score -452497.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -452516.187500 Penalty: 2732.687988
	Iteration 17Q: 3 clusters Score -452516.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -452521.781250 Penalty: 2732.687988
	Iteration 18Q: 3 clusters Score -452521.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -452529.437500 Penalty: 2732.687988
	Iteration 19Q: 3 clusters Score -452529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -452539.906250 Penalty: 2732.687988
	Iteration 20F: 3 clusters Score -452539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -452551.593750 Penalty: 2732.687988
	Iteration 21Q: 3 clusters Score -452551.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -452557.218750 Penalty: 2732.687988
	Iteration 22Q: 3 clusters Score -452557.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -452561.531250 Penalty: 2732.687988
	Iteration 23Q: 3 clusters Score -452561.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -452564.187500 Penalty: 2732.687988
	Iteration 24Q: 3 clusters Score -452564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -452566.250000 Penalty: 2732.687988
	Iteration 25Q: 3 clusters Score -452566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -452568.125000 Penalty: 2732.687988
	Iteration 26Q: 3 clusters Score -452568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -452569.718750 Penalty: 2732.687988
	Iteration 27Q: 3 clusters Score -452569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -452570.250000 Penalty: 2732.687988
	Iteration 28Q: 3 clusters Score -452570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -452570.250000 Penalty: 2732.687988
	Iteration 29F: 3 clusters Score -452570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Entering Unmasked Estep 
Score: -4208421.000000 Penalty: 1723.666504
	Iteration 0F: 2 clusters Score -4208421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4181457.500000 Penalty: 3447.333008
	Iteration 0F: 3 clusters Score -4181458 nChanged 18831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -4192514.750000 Penalty: 3447.333008
	Iteration 1F: 3 clusters Score -4192515 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4194089.500000 Penalty: 3447.333008
	Iteration 2F: 3 clusters Score -4194090 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -4196619.000000 Penalty: 3447.333008
	Iteration 3F: 3 clusters Score -4196619 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4200050.000000 Penalty: 3447.333008
	Iteration 4F: 3 clusters Score -4200050 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -4203402.000000 Penalty: 3447.333008
	Iteration 5F: 3 clusters Score -4203402 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4205724.000000 Penalty: 3447.333008
	Iteration 6F: 3 clusters Score -4205724 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -4206726.500000 Penalty: 3447.333008
	Iteration 7F: 3 clusters Score -4206726 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4207103.500000 Penalty: 3447.333008
	Iteration 8Q: 3 clusters Score -4207104 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -4207267.500000 Penalty: 3447.333008
	Iteration 9Q: 3 clusters Score -4207268 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4207399.000000 Penalty: 3447.333008
	Iteration 10Q: 3 clusters Score -4207399 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4207490.500000 Penalty: 3447.333008
	Iteration 11Q: 3 clusters Score -4207490 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4207597.000000 Penalty: 3447.333008
	Iteration 12Q: 3 clusters Score -4207597 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -4207676.500000 Penalty: 3447.333008
	Iteration 13Q: 3 clusters Score -4207676 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4207817.000000 Penalty: 3447.333008
	Iteration 14Q: 3 clusters Score -4207817 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -4207998.500000 Penalty: 3447.333008
	Iteration 15Q: 3 clusters Score -4207998 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4208223.500000 Penalty: 3447.333008
	Iteration 16Q: 3 clusters Score -4208224 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4208471.500000 Penalty: 3447.333008
	Iteration 17Q: 3 clusters Score -4208472 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4208739.000000 Penalty: 3447.333008
	Iteration 18Q: 3 clusters Score -4208739 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4209022.500000 Penalty: 3447.333008
	Iteration 19Q: 3 clusters Score -4209022 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4209339.500000 Penalty: 3447.333008
	Iteration 20F: 3 clusters Score -4209340 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4209751.000000 Penalty: 3447.333008
	Iteration 21Q: 3 clusters Score -4209751 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4210175.000000 Penalty: 3447.333008
	Iteration 22Q: 3 clusters Score -4210175 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4210516.000000 Penalty: 3447.333008
	Iteration 23Q: 3 clusters Score -4210516 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4210642.000000 Penalty: 3447.333008
	Iteration 24Q: 3 clusters Score -4210642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4210662.500000 Penalty: 3447.333008
	Iteration 25Q: 3 clusters Score -4210662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4210687.000000 Penalty: 3447.333008
	Iteration 26Q: 3 clusters Score -4210687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4210701.000000 Penalty: 3447.333008
	Iteration 27Q: 3 clusters Score -4210701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4210706.500000 Penalty: 3447.333008
	Iteration 28Q: 3 clusters Score -4210706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4210707.500000 Penalty: 3447.333008
	Iteration 29Q: 3 clusters Score -4210708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4210712.500000 Penalty: 3447.333008
	Iteration 30Q: 3 clusters Score -4210712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4210713.500000 Penalty: 3447.333008
	Iteration 31Q: 3 clusters Score -4210714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4210720.000000 Penalty: 3447.333008
	Iteration 32Q: 3 clusters Score -4210720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4210719.500000 Penalty: 3447.333008
	Iteration 33Q: 3 clusters Score -4210720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4210719.500000 Penalty: 3447.333008
	Iteration 34Q: 3 clusters Score -4210720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4210719.500000 Penalty: 3447.333008
	Iteration 35Q: 3 clusters Score -4210720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4210716.000000 Penalty: 3447.333008
	Iteration 36Q: 3 clusters Score -4210716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4210719.500000 Penalty: 3447.333008
	Iteration 37Q: 3 clusters Score -4210720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4210719.500000 Penalty: 3447.333008
	Iteration 38F: 3 clusters Score -4210720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 84381 members 
Mstep: Class 3 contains 177045 members 
Mstep: Class 4 contains 41958 members 
Mstep: Class 5 contains 79849 members 
Mstep: Class 6 contains 45851 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 178605 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 35874 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 14 contains 138841 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 16 contains 33170 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 19 contains 38695 members 
Mstep: Class 20 contains 9655 members 
Entering Unmasked Estep 
Score: -93842856.000000 Penalty: 37823.148438
Splitting cluster 19 changes total score from -93841312.000000 to -93842856.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 20 (9655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Entering Unmasked Estep 
Score: -1072444.125000 Penalty: 1490.974976
	Iteration 0F: 2 clusters Score -1072444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1065439.125000 Penalty: 2981.949951
	Iteration 0F: 3 clusters Score -1065439 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1067758.500000 Penalty: 2981.949951
	Iteration 1F: 3 clusters Score -1067758 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1068002.500000 Penalty: 2981.949951
	Iteration 2F: 3 clusters Score -1068002 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1068228.625000 Penalty: 2981.949951
	Iteration 3F: 3 clusters Score -1068229 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1068418.875000 Penalty: 2981.949951
	Iteration 4Q: 3 clusters Score -1068419 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1068607.500000 Penalty: 2981.949951
	Iteration 5Q: 3 clusters Score -1068608 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1068842.375000 Penalty: 2981.949951
	Iteration 6Q: 3 clusters Score -1068842 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1069114.250000 Penalty: 2981.949951
	Iteration 7Q: 3 clusters Score -1069114 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1069413.250000 Penalty: 2981.949951
	Iteration 8Q: 3 clusters Score -1069413 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1069753.250000 Penalty: 2981.949951
	Iteration 9Q: 3 clusters Score -1069753 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1070071.250000 Penalty: 2981.949951
	Iteration 10Q: 3 clusters Score -1070071 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1070328.500000 Penalty: 2981.949951
	Iteration 11Q: 3 clusters Score -1070328 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1070506.500000 Penalty: 2981.949951
	Iteration 12Q: 3 clusters Score -1070506 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1070613.750000 Penalty: 2981.949951
	Iteration 13Q: 3 clusters Score -1070614 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1070691.000000 Penalty: 2981.949951
	Iteration 14Q: 3 clusters Score -1070691 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1070735.125000 Penalty: 2981.949951
	Iteration 15Q: 3 clusters Score -1070735 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1070769.250000 Penalty: 2981.949951
	Iteration 16Q: 3 clusters Score -1070769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1070798.000000 Penalty: 2981.949951
	Iteration 17Q: 3 clusters Score -1070798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1070821.375000 Penalty: 2981.949951
	Iteration 18Q: 3 clusters Score -1070821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1070835.000000 Penalty: 2981.949951
	Iteration 19Q: 3 clusters Score -1070835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1070851.625000 Penalty: 2981.949951
	Iteration 20F: 3 clusters Score -1070852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1070864.625000 Penalty: 2981.949951
	Iteration 21Q: 3 clusters Score -1070865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1070875.125000 Penalty: 2981.949951
	Iteration 22Q: 3 clusters Score -1070875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1070885.375000 Penalty: 2981.949951
	Iteration 23Q: 3 clusters Score -1070885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1070897.125000 Penalty: 2981.949951
	Iteration 24Q: 3 clusters Score -1070897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1070903.625000 Penalty: 2981.949951
	Iteration 25Q: 3 clusters Score -1070904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1070911.750000 Penalty: 2981.949951
	Iteration 26Q: 3 clusters Score -1070912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1070920.750000 Penalty: 2981.949951
	Iteration 27Q: 3 clusters Score -1070921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1070927.375000 Penalty: 2981.949951
	Iteration 28Q: 3 clusters Score -1070927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1070934.250000 Penalty: 2981.949951
	Iteration 29Q: 3 clusters Score -1070934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1070941.625000 Penalty: 2981.949951
	Iteration 30Q: 3 clusters Score -1070942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1070945.375000 Penalty: 2981.949951
	Iteration 31Q: 3 clusters Score -1070945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1070952.875000 Penalty: 2981.949951
	Iteration 32Q: 3 clusters Score -1070953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1070960.625000 Penalty: 2981.949951
	Iteration 33Q: 3 clusters Score -1070961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1070972.750000 Penalty: 2981.949951
	Iteration 34Q: 3 clusters Score -1070973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1070980.750000 Penalty: 2981.949951
	Iteration 35Q: 3 clusters Score -1070981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1070987.250000 Penalty: 2981.949951
	Iteration 36Q: 3 clusters Score -1070987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1070993.625000 Penalty: 2981.949951
	Iteration 37Q: 3 clusters Score -1070994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1070997.500000 Penalty: 2981.949951
	Iteration 38Q: 3 clusters Score -1070998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1071003.250000 Penalty: 2981.949951
	Iteration 39Q: 3 clusters Score -1071003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1071011.750000 Penalty: 2981.949951
	Iteration 40F: 3 clusters Score -1071012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1071015.625000 Penalty: 2981.949951
	Iteration 41Q: 3 clusters Score -1071016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1071018.500000 Penalty: 2981.949951
	Iteration 42Q: 3 clusters Score -1071018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1071025.875000 Penalty: 2981.949951
	Iteration 43Q: 3 clusters Score -1071026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1071030.625000 Penalty: 2981.949951
	Iteration 44Q: 3 clusters Score -1071031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1071035.375000 Penalty: 2981.949951
	Iteration 45Q: 3 clusters Score -1071035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1071038.375000 Penalty: 2981.949951
	Iteration 46Q: 3 clusters Score -1071038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1071041.625000 Penalty: 2981.949951
	Iteration 47Q: 3 clusters Score -1071042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1071043.000000 Penalty: 2981.949951
	Iteration 48Q: 3 clusters Score -1071043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1071044.000000 Penalty: 2981.949951
	Iteration 49Q: 3 clusters Score -1071044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1071044.000000 Penalty: 2981.949951
	Iteration 50Q: 3 clusters Score -1071044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1071046.375000 Penalty: 2981.949951
	Iteration 51Q: 3 clusters Score -1071046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1071046.500000 Penalty: 2981.949951
	Iteration 52Q: 3 clusters Score -1071046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1071046.125000 Penalty: 2981.949951
	Iteration 53Q: 3 clusters Score -1071046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1071046.750000 Penalty: 2981.949951
	Iteration 54Q: 3 clusters Score -1071047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1071045.875000 Penalty: 2981.949951
	Iteration 55Q: 3 clusters Score -1071046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1071050.000000 Penalty: 2981.949951
	Iteration 56Q: 3 clusters Score -1071050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1071051.000000 Penalty: 2981.949951
	Iteration 57Q: 3 clusters Score -1071051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1071051.000000 Penalty: 2981.949951
	Iteration 58Q: 3 clusters Score -1071051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1071050.500000 Penalty: 2981.949951
	Iteration 59Q: 3 clusters Score -1071050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1071051.000000 Penalty: 2981.949951
	Iteration 60F: 3 clusters Score -1071051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 84381 members 
Mstep: Class 3 contains 177045 members 
Mstep: Class 4 contains 41958 members 
Mstep: Class 5 contains 79849 members 
Mstep: Class 6 contains 45851 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 178605 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 35874 members 
Mstep: Class 14 contains 138841 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 16 contains 33170 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 19 contains 38695 members 
Mstep: Class 20 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843184.000000 Penalty: 37823.148438
Iteration 79Q: 18 clusters Score -9.384318e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 84217 members 
Mstep: Class 3 contains 177139 members 
Mstep: Class 4 contains 41948 members 
Mstep: Class 5 contains 79611 members 
Mstep: Class 6 contains 45949 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 178723 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 35885 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 14 contains 138163 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 33284 members 
Mstep: Class 18 contains 4496 members 
Mstep: Class 19 contains 39505 members 
Mstep: Class 20 contains 9544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843832.000000 Penalty: 37823.148438
Iteration 80F: 18 clusters Score -9.384383e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 84023 members 
Mstep: Class 3 contains 177181 members 
Mstep: Class 4 contains 41939 members 
Mstep: Class 5 contains 79318 members 
Mstep: Class 6 contains 46031 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 178757 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 10 contains 35886 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 14 contains 137900 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 18 contains 4499 members 
Mstep: Class 19 contains 40152 members 
Mstep: Class 20 contains 9433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843936.000000 Penalty: 37823.148438
Iteration 81Q: 18 clusters Score -9.384394e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 83801 members 
Mstep: Class 3 contains 177201 members 
Mstep: Class 4 contains 41941 members 
Mstep: Class 5 contains 79000 members 
Mstep: Class 6 contains 46090 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 178780 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 35891 members 
Mstep: Class 11 contains 1799 members 
Mstep: Class 14 contains 137797 members 
Mstep: Class 15 contains 1684 members 
Mstep: Class 16 contains 33434 members 
Mstep: Class 18 contains 4478 members 
Mstep: Class 19 contains 40761 members 
Mstep: Class 20 contains 9312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843968.000000 Penalty: 37823.148438
Iteration 82Q: 18 clusters Score -9.384397e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 83567 members 
Mstep: Class 3 contains 177211 members 
Mstep: Class 4 contains 41928 members 
Mstep: Class 5 contains 78637 members 
Mstep: Class 6 contains 46132 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178816 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 35895 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 14 contains 137882 members 
Mstep: Class 15 contains 1681 members 
Mstep: Class 16 contains 33500 members 
Mstep: Class 18 contains 4446 members 
Mstep: Class 19 contains 41280 members 
Mstep: Class 20 contains 9179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843832.000000 Penalty: 37823.148438
Iteration 83Q: 18 clusters Score -9.384383e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 83331 members 
Mstep: Class 3 contains 177173 members 
Mstep: Class 4 contains 41913 members 
Mstep: Class 5 contains 78280 members 
Mstep: Class 6 contains 46164 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178862 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 35886 members 
Mstep: Class 11 contains 1879 members 
Mstep: Class 14 contains 138044 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 33570 members 
Mstep: Class 18 contains 4426 members 
Mstep: Class 19 contains 41786 members 
Mstep: Class 20 contains 9043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843832.000000 Penalty: 37823.148438
Iteration 84Q: 18 clusters Score -9.384383e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 83098 members 
Mstep: Class 3 contains 177175 members 
Mstep: Class 4 contains 41911 members 
Mstep: Class 5 contains 77913 members 
Mstep: Class 6 contains 46201 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178857 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 35890 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 14 contains 138267 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 33643 members 
Mstep: Class 18 contains 4408 members 
Mstep: Class 19 contains 42235 members 
Mstep: Class 20 contains 8890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843896.000000 Penalty: 37823.148438
Iteration 85Q: 18 clusters Score -9.38439e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 82869 members 
Mstep: Class 3 contains 177169 members 
Mstep: Class 4 contains 41901 members 
Mstep: Class 5 contains 77570 members 
Mstep: Class 6 contains 46225 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178838 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 35889 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 14 contains 138573 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 33721 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 19 contains 42613 members 
Mstep: Class 20 contains 8747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844120.000000 Penalty: 37823.148438
Iteration 86Q: 18 clusters Score -9.384412e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 82652 members 
Mstep: Class 3 contains 177167 members 
Mstep: Class 4 contains 41892 members 
Mstep: Class 5 contains 77241 members 
Mstep: Class 6 contains 46247 members 
Mstep: Class 7 contains 678 members 
Mstep: Class 8 contains 178862 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 35878 members 
Mstep: Class 11 contains 2015 members 
Mstep: Class 14 contains 138818 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 33791 members 
Mstep: Class 18 contains 4386 members 
Mstep: Class 19 contains 42990 members 
Mstep: Class 20 contains 8591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844224.000000 Penalty: 37823.148438
Iteration 87Q: 18 clusters Score -9.384422e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 82463 members 
Mstep: Class 3 contains 177142 members 
Mstep: Class 4 contains 41878 members 
Mstep: Class 5 contains 76935 members 
Mstep: Class 6 contains 46270 members 
Mstep: Class 7 contains 678 members 
Mstep: Class 8 contains 178864 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 35866 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 14 contains 139068 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 16 contains 33853 members 
Mstep: Class 18 contains 4382 members 
Mstep: Class 19 contains 43363 members 
Mstep: Class 20 contains 8448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844448.000000 Penalty: 37823.148438
Iteration 88Q: 18 clusters Score -9.384445e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 82249 members 
Mstep: Class 3 contains 177165 members 
Mstep: Class 4 contains 41863 members 
Mstep: Class 5 contains 76642 members 
Mstep: Class 6 contains 46274 members 
Mstep: Class 7 contains 678 members 
Mstep: Class 8 contains 178850 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 35857 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 14 contains 139382 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 18 contains 4374 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 8310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845040.000000 Penalty: 37823.148438
Iteration 89Q: 18 clusters Score -9.384504e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 82017 members 
Mstep: Class 3 contains 177188 members 
Mstep: Class 4 contains 41866 members 
Mstep: Class 5 contains 76322 members 
Mstep: Class 6 contains 46247 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178837 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 35842 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 14 contains 139776 members 
Mstep: Class 15 contains 1610 members 
Mstep: Class 16 contains 33985 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 43950 members 
Mstep: Class 20 contains 8187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845272.000000 Penalty: 37823.148438
Iteration 90Q: 18 clusters Score -9.384527e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 81807 members 
Mstep: Class 3 contains 177204 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 76012 members 
Mstep: Class 6 contains 46225 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178818 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 35825 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 14 contains 140141 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 34062 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 44190 members 
Mstep: Class 20 contains 8073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845304.000000 Penalty: 37823.148438
Iteration 91Q: 18 clusters Score -9.38453e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 81583 members 
Mstep: Class 3 contains 177250 members 
Mstep: Class 4 contains 41847 members 
Mstep: Class 5 contains 75706 members 
Mstep: Class 6 contains 46213 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178787 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 35810 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 14 contains 140527 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 34128 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 19 contains 44418 members 
Mstep: Class 20 contains 7940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845136.000000 Penalty: 37823.148438
Iteration 92Q: 18 clusters Score -9.384514e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 81364 members 
Mstep: Class 3 contains 177286 members 
Mstep: Class 4 contains 41822 members 
Mstep: Class 5 contains 75433 members 
Mstep: Class 6 contains 46203 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178797 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 35780 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 14 contains 140874 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 34198 members 
Mstep: Class 18 contains 4368 members 
Mstep: Class 19 contains 44665 members 
Mstep: Class 20 contains 7814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844952.000000 Penalty: 37823.148438
Iteration 93Q: 18 clusters Score -9.384495e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 81169 members 
Mstep: Class 3 contains 177279 members 
Mstep: Class 4 contains 41805 members 
Mstep: Class 5 contains 75177 members 
Mstep: Class 6 contains 46180 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178771 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 35774 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 14 contains 141198 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 34300 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 44924 members 
Mstep: Class 20 contains 7696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845152.000000 Penalty: 37823.148438
Iteration 94Q: 18 clusters Score -9.384515e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 80984 members 
Mstep: Class 3 contains 177266 members 
Mstep: Class 4 contains 41789 members 
Mstep: Class 5 contains 74916 members 
Mstep: Class 6 contains 46164 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178741 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 35767 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 14 contains 141537 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 34374 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 45166 members 
Mstep: Class 20 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845144.000000 Penalty: 37823.148438
Iteration 95Q: 18 clusters Score -9.384514e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 80802 members 
Mstep: Class 3 contains 177245 members 
Mstep: Class 4 contains 41780 members 
Mstep: Class 5 contains 74642 members 
Mstep: Class 6 contains 46151 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178689 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 35765 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 14 contains 141941 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 34457 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 45382 members 
Mstep: Class 20 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845328.000000 Penalty: 37823.148438
Iteration 96Q: 18 clusters Score -9.384533e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 80619 members 
Mstep: Class 3 contains 177207 members 
Mstep: Class 4 contains 41770 members 
Mstep: Class 5 contains 74386 members 
Mstep: Class 6 contains 46135 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178630 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 35744 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 14 contains 142372 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 34512 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 45587 members 
Mstep: Class 20 contains 7343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2223.275879 but Gain 2224.890625
Score: -93845440.000000 Penalty: 35598.257812
Iteration 97Q: 17 clusters Score -9.384544e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 80607 members 
Mstep: Class 3 contains 177376 members 
Mstep: Class 4 contains 41758 members 
Mstep: Class 5 contains 74169 members 
Mstep: Class 6 contains 46185 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178894 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 35804 members 
Mstep: Class 11 contains 2593 members 
Mstep: Class 14 contains 143409 members 
Mstep: Class 16 contains 34564 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 45805 members 
Mstep: Class 20 contains 7242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846928.000000 Penalty: 35598.257812
Iteration 98Q: 17 clusters Score -9.384693e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 80355 members 
Mstep: Class 3 contains 177258 members 
Mstep: Class 4 contains 41748 members 
Mstep: Class 5 contains 73865 members 
Mstep: Class 6 contains 46191 members 
Mstep: Class 7 contains 678 members 
Mstep: Class 8 contains 178793 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 35795 members 
Mstep: Class 11 contains 2641 members 
Mstep: Class 14 contains 144001 members 
Mstep: Class 16 contains 34619 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 46034 members 
Mstep: Class 20 contains 7152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846872.000000 Penalty: 35598.257812
Iteration 99Q: 17 clusters Score -9.384687e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 80105 members 
Mstep: Class 3 contains 177179 members 
Mstep: Class 4 contains 41731 members 
Mstep: Class 5 contains 73577 members 
Mstep: Class 6 contains 46194 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178644 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 35782 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 14 contains 144591 members 
Mstep: Class 16 contains 34683 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 46273 members 
Mstep: Class 20 contains 7064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847016.000000 Penalty: 35598.257812
Iteration 100F: 17 clusters Score -9.384702e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 79837 members 
Mstep: Class 3 contains 177120 members 
Mstep: Class 4 contains 41714 members 
Mstep: Class 5 contains 73281 members 
Mstep: Class 6 contains 46205 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178539 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 35762 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 14 contains 145174 members 
Mstep: Class 16 contains 34722 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 46474 members 
Mstep: Class 20 contains 6978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847312.000000 Penalty: 35598.257812
Iteration 101Q: 17 clusters Score -9.384731e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 79576 members 
Mstep: Class 3 contains 177101 members 
Mstep: Class 4 contains 41701 members 
Mstep: Class 5 contains 72975 members 
Mstep: Class 6 contains 46203 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178426 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 35749 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 14 contains 145776 members 
Mstep: Class 16 contains 34758 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 46628 members 
Mstep: Class 20 contains 6875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847248.000000 Penalty: 35598.257812
Iteration 102Q: 17 clusters Score -9.384725e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 79311 members 
Mstep: Class 3 contains 177082 members 
Mstep: Class 4 contains 41686 members 
Mstep: Class 5 contains 72707 members 
Mstep: Class 6 contains 46181 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178351 members 
Mstep: Class 9 contains 4577 members 
Mstep: Class 10 contains 35734 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 14 contains 146380 members 
Mstep: Class 16 contains 34790 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 46771 members 
Mstep: Class 20 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847384.000000 Penalty: 35598.257812
Iteration 103Q: 17 clusters Score -9.384738e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 79032 members 
Mstep: Class 3 contains 177019 members 
Mstep: Class 4 contains 41666 members 
Mstep: Class 5 contains 72435 members 
Mstep: Class 6 contains 46164 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178278 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 35741 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 14 contains 146988 members 
Mstep: Class 16 contains 34829 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 46934 members 
Mstep: Class 20 contains 6653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847496.000000 Penalty: 35598.257812
Iteration 104Q: 17 clusters Score -9.38475e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 78755 members 
Mstep: Class 3 contains 176950 members 
Mstep: Class 4 contains 41643 members 
Mstep: Class 5 contains 72170 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 178197 members 
Mstep: Class 9 contains 4645 members 
Mstep: Class 10 contains 35740 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 14 contains 147613 members 
Mstep: Class 16 contains 34867 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 47088 members 
Mstep: Class 20 contains 6552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847784.000000 Penalty: 35598.257812
Iteration 105Q: 17 clusters Score -9.384778e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 78482 members 
Mstep: Class 3 contains 176889 members 
Mstep: Class 4 contains 41614 members 
Mstep: Class 5 contains 71934 members 
Mstep: Class 6 contains 46133 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 178154 members 
Mstep: Class 9 contains 4715 members 
Mstep: Class 10 contains 35739 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 14 contains 148171 members 
Mstep: Class 16 contains 34902 members 
Mstep: Class 18 contains 4153 members 
Mstep: Class 19 contains 47233 members 
Mstep: Class 20 contains 6455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847752.000000 Penalty: 35598.257812
Iteration 106Q: 17 clusters Score -9.384775e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 78216 members 
Mstep: Class 3 contains 176842 members 
Mstep: Class 4 contains 41578 members 
Mstep: Class 5 contains 71745 members 
Mstep: Class 6 contains 46110 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 178091 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 35729 members 
Mstep: Class 11 contains 3028 members 
Mstep: Class 14 contains 148689 members 
Mstep: Class 16 contains 34939 members 
Mstep: Class 18 contains 4094 members 
Mstep: Class 19 contains 47366 members 
Mstep: Class 20 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847976.000000 Penalty: 35598.257812
Iteration 107Q: 17 clusters Score -9.384798e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 77974 members 
Mstep: Class 3 contains 176797 members 
Mstep: Class 4 contains 41551 members 
Mstep: Class 5 contains 71543 members 
Mstep: Class 6 contains 46096 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 178013 members 
Mstep: Class 9 contains 4865 members 
Mstep: Class 10 contains 35710 members 
Mstep: Class 11 contains 3077 members 
Mstep: Class 14 contains 149244 members 
Mstep: Class 16 contains 34990 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 47484 members 
Mstep: Class 20 contains 6257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848408.000000 Penalty: 35598.257812
Iteration 108Q: 17 clusters Score -9.384841e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 77725 members 
Mstep: Class 3 contains 176744 members 
Mstep: Class 4 contains 41522 members 
Mstep: Class 5 contains 71352 members 
Mstep: Class 6 contains 46101 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 177958 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 35687 members 
Mstep: Class 11 contains 3117 members 
Mstep: Class 14 contains 149760 members 
Mstep: Class 16 contains 35042 members 
Mstep: Class 18 contains 3990 members 
Mstep: Class 19 contains 47616 members 
Mstep: Class 20 contains 6158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848544.000000 Penalty: 35598.257812
Iteration 109Q: 17 clusters Score -9.384854e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 77510 members 
Mstep: Class 3 contains 176643 members 
Mstep: Class 4 contains 41495 members 
Mstep: Class 5 contains 71167 members 
Mstep: Class 6 contains 46077 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 177866 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 35664 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 14 contains 150332 members 
Mstep: Class 16 contains 35097 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 47725 members 
Mstep: Class 20 contains 6080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848872.000000 Penalty: 35598.257812
Iteration 110Q: 17 clusters Score -9.384887e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 77315 members 
Mstep: Class 3 contains 176539 members 
Mstep: Class 4 contains 41475 members 
Mstep: Class 5 contains 70983 members 
Mstep: Class 6 contains 46025 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 177765 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 35646 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 14 contains 150922 members 
Mstep: Class 16 contains 35148 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 47839 members 
Mstep: Class 20 contains 5996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848968.000000 Penalty: 35598.257812
Iteration 111Q: 17 clusters Score -9.384897e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 77126 members 
Mstep: Class 3 contains 176437 members 
Mstep: Class 4 contains 41462 members 
Mstep: Class 5 contains 70783 members 
Mstep: Class 6 contains 45978 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 177705 members 
Mstep: Class 9 contains 5083 members 
Mstep: Class 10 contains 35617 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 14 contains 151490 members 
Mstep: Class 16 contains 35201 members 
Mstep: Class 18 contains 3806 members 
Mstep: Class 19 contains 47939 members 
Mstep: Class 20 contains 5915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849008.000000 Penalty: 35598.257812
Iteration 112Q: 17 clusters Score -9.384901e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 76928 members 
Mstep: Class 3 contains 176357 members 
Mstep: Class 4 contains 41456 members 
Mstep: Class 5 contains 70606 members 
Mstep: Class 6 contains 45933 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 177592 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 35584 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 14 contains 152059 members 
Mstep: Class 16 contains 35249 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 48008 members 
Mstep: Class 20 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849152.000000 Penalty: 35598.257812
Iteration 113Q: 17 clusters Score -9.384915e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 76732 members 
Mstep: Class 3 contains 176344 members 
Mstep: Class 4 contains 41446 members 
Mstep: Class 5 contains 70424 members 
Mstep: Class 6 contains 45903 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 177477 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 35536 members 
Mstep: Class 11 contains 3447 members 
Mstep: Class 14 contains 152584 members 
Mstep: Class 16 contains 35297 members 
Mstep: Class 18 contains 3704 members 
Mstep: Class 19 contains 48078 members 
Mstep: Class 20 contains 5770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849256.000000 Penalty: 35598.257812
Iteration 114Q: 17 clusters Score -9.384926e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 76551 members 
Mstep: Class 3 contains 176347 members 
Mstep: Class 4 contains 41438 members 
Mstep: Class 5 contains 70236 members 
Mstep: Class 6 contains 45871 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 177337 members 
Mstep: Class 9 contains 5194 members 
Mstep: Class 10 contains 35492 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 14 contains 153139 members 
Mstep: Class 16 contains 35333 members 
Mstep: Class 18 contains 3669 members 
Mstep: Class 19 contains 48164 members 
Mstep: Class 20 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849216.000000 Penalty: 35598.257812
Iteration 115Q: 17 clusters Score -9.384922e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 76368 members 
Mstep: Class 3 contains 176318 members 
Mstep: Class 4 contains 41418 members 
Mstep: Class 5 contains 70055 members 
Mstep: Class 6 contains 45852 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 177199 members 
Mstep: Class 9 contains 5206 members 
Mstep: Class 10 contains 35456 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 14 contains 153723 members 
Mstep: Class 16 contains 35372 members 
Mstep: Class 18 contains 3644 members 
Mstep: Class 19 contains 48227 members 
Mstep: Class 20 contains 5613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849056.000000 Penalty: 35598.257812
Iteration 116Q: 17 clusters Score -9.384906e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 76206 members 
Mstep: Class 3 contains 176257 members 
Mstep: Class 4 contains 41406 members 
Mstep: Class 5 contains 69885 members 
Mstep: Class 6 contains 45813 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 177050 members 
Mstep: Class 9 contains 5205 members 
Mstep: Class 10 contains 35430 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 14 contains 154309 members 
Mstep: Class 16 contains 35408 members 
Mstep: Class 18 contains 3636 members 
Mstep: Class 19 contains 48286 members 
Mstep: Class 20 contains 5539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849200.000000 Penalty: 35598.257812
Iteration 117Q: 17 clusters Score -9.38492e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 76046 members 
Mstep: Class 3 contains 176240 members 
Mstep: Class 4 contains 41400 members 
Mstep: Class 5 contains 69745 members 
Mstep: Class 6 contains 45769 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 176893 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 35400 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 14 contains 154833 members 
Mstep: Class 16 contains 35447 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 48350 members 
Mstep: Class 20 contains 5481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849424.000000 Penalty: 35598.257812
Iteration 118Q: 17 clusters Score -9.384942e+07 nChanged 1480
Entering ConstructFrom: 
Score: -93849424.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -530049.375000 Penalty: 1373.157227
	Iteration 0F: 2 clusters Score -530049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -526315.812500 Penalty: 2746.314453
	Iteration 0F: 3 clusters Score -526315.8 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -527257.937500 Penalty: 2746.314453
	Iteration 1F: 3 clusters Score -527257.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -527398.312500 Penalty: 2746.314453
	Iteration 2F: 3 clusters Score -527398.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -527489.687500 Penalty: 2746.314453
	Iteration 3Q: 3 clusters Score -527489.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -527558.625000 Penalty: 2746.314453
	Iteration 4Q: 3 clusters Score -527558.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -527615.437500 Penalty: 2746.314453
	Iteration 5Q: 3 clusters Score -527615.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -527661.125000 Penalty: 2746.314453
	Iteration 6Q: 3 clusters Score -527661.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -527702.687500 Penalty: 2746.314453
	Iteration 7Q: 3 clusters Score -527702.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -527731.437500 Penalty: 2746.314453
	Iteration 8Q: 3 clusters Score -527731.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -527767.812500 Penalty: 2746.314453
	Iteration 9Q: 3 clusters Score -527767.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -527796.125000 Penalty: 2746.314453
	Iteration 10Q: 3 clusters Score -527796.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -527819.562500 Penalty: 2746.314453
	Iteration 11Q: 3 clusters Score -527819.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -527845.687500 Penalty: 2746.314453
	Iteration 12Q: 3 clusters Score -527845.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -527881.875000 Penalty: 2746.314453
	Iteration 13Q: 3 clusters Score -527881.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -527922.687500 Penalty: 2746.314453
	Iteration 14Q: 3 clusters Score -527922.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -527960.437500 Penalty: 2746.314453
	Iteration 15Q: 3 clusters Score -527960.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -527999.375000 Penalty: 2746.314453
	Iteration 16Q: 3 clusters Score -527999.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -528035.187500 Penalty: 2746.314453
	Iteration 17Q: 3 clusters Score -528035.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -528069.500000 Penalty: 2746.314453
	Iteration 18Q: 3 clusters Score -528069.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -528116.375000 Penalty: 2746.314453
	Iteration 19Q: 3 clusters Score -528116.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -528170.500000 Penalty: 2746.314453
	Iteration 20F: 3 clusters Score -528170.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -528222.750000 Penalty: 2746.314453
	Iteration 21Q: 3 clusters Score -528222.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -528262.187500 Penalty: 2746.314453
	Iteration 22Q: 3 clusters Score -528262.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -528311.187500 Penalty: 2746.314453
	Iteration 23Q: 3 clusters Score -528311.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -528354.937500 Penalty: 2746.314453
	Iteration 24Q: 3 clusters Score -528354.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -528394.250000 Penalty: 2746.314453
	Iteration 25Q: 3 clusters Score -528394.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -528439.500000 Penalty: 2746.314453
	Iteration 26Q: 3 clusters Score -528439.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -528493.937500 Penalty: 2746.314453
	Iteration 27Q: 3 clusters Score -528493.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -528552.062500 Penalty: 2746.314453
	Iteration 28Q: 3 clusters Score -528552.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -528597.750000 Penalty: 2746.314453
	Iteration 29Q: 3 clusters Score -528597.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -528645.062500 Penalty: 2746.314453
	Iteration 30Q: 3 clusters Score -528645.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -528690.625000 Penalty: 2746.314453
	Iteration 31Q: 3 clusters Score -528690.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -528726.750000 Penalty: 2746.314453
	Iteration 32Q: 3 clusters Score -528726.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -528751.062500 Penalty: 2746.314453
	Iteration 33Q: 3 clusters Score -528751.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -528767.500000 Penalty: 2746.314453
	Iteration 34Q: 3 clusters Score -528767.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -528780.500000 Penalty: 2746.314453
	Iteration 35Q: 3 clusters Score -528780.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -528789.750000 Penalty: 2746.314453
	Iteration 36Q: 3 clusters Score -528789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -528799.687500 Penalty: 2746.314453
	Iteration 37Q: 3 clusters Score -528799.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -528806.500000 Penalty: 2746.314453
	Iteration 38Q: 3 clusters Score -528806.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -528812.375000 Penalty: 2746.314453
	Iteration 39Q: 3 clusters Score -528812.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -528816.687500 Penalty: 2746.314453
	Iteration 40F: 3 clusters Score -528816.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -528820.625000 Penalty: 2746.314453
	Iteration 41Q: 3 clusters Score -528820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -528826.375000 Penalty: 2746.314453
	Iteration 42Q: 3 clusters Score -528826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -528827.250000 Penalty: 2746.314453
	Iteration 43Q: 3 clusters Score -528827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -528828.437500 Penalty: 2746.314453
	Iteration 44Q: 3 clusters Score -528828.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -528832.687500 Penalty: 2746.314453
	Iteration 45Q: 3 clusters Score -528832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -528835.437500 Penalty: 2746.314453
	Iteration 46Q: 3 clusters Score -528835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -528837.312500 Penalty: 2746.314453
	Iteration 47Q: 3 clusters Score -528837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -528837.312500 Penalty: 2746.314453
	Iteration 48F: 3 clusters Score -528837.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Entering Unmasked Estep 
Score: -8308194.000000 Penalty: 1826.072510
	Iteration 0F: 2 clusters Score -8308194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -8257411.000000 Penalty: 3652.145020
	Iteration 0F: 3 clusters Score -8257411 nChanged 36015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -8278092.500000 Penalty: 3652.145020
	Iteration 1F: 3 clusters Score -8278092 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -8278713.500000 Penalty: 3652.145020
	Iteration 2Q: 3 clusters Score -8278714 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -8279515.000000 Penalty: 3652.145020
	Iteration 3Q: 3 clusters Score -8279515 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -8280674.000000 Penalty: 3652.145020
	Iteration 4Q: 3 clusters Score -8280674 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -8282860.000000 Penalty: 3652.145020
	Iteration 5F: 3 clusters Score -8282860 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -8286470.500000 Penalty: 3652.145020
	Iteration 6F: 3 clusters Score -8286470 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -8291742.500000 Penalty: 3652.145020
	Iteration 7F: 3 clusters Score -8291742 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -8297724.000000 Penalty: 3652.145020
	Iteration 8F: 3 clusters Score -8297724 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -8302453.500000 Penalty: 3652.145020
	Iteration 9F: 3 clusters Score -8302454 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -8304841.500000 Penalty: 3652.145020
	Iteration 10Q: 3 clusters Score -8304842 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -8305832.000000 Penalty: 3652.145020
	Iteration 11Q: 3 clusters Score -8305832 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -8306197.500000 Penalty: 3652.145020
	Iteration 12Q: 3 clusters Score -8306198 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -8306372.500000 Penalty: 3652.145020
	Iteration 13Q: 3 clusters Score -8306372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -8306472.500000 Penalty: 3652.145020
	Iteration 14Q: 3 clusters Score -8306472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -8306530.000000 Penalty: 3652.145020
	Iteration 15Q: 3 clusters Score -8306530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -8306567.500000 Penalty: 3652.145020
	Iteration 16Q: 3 clusters Score -8306568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -8306592.000000 Penalty: 3652.145020
	Iteration 17Q: 3 clusters Score -8306592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -8306614.000000 Penalty: 3652.145020
	Iteration 18Q: 3 clusters Score -8306614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -8306622.500000 Penalty: 3652.145020
	Iteration 19Q: 3 clusters Score -8306622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -8306625.500000 Penalty: 3652.145020
	Iteration 20F: 3 clusters Score -8306626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -8306634.500000 Penalty: 3652.145020
	Iteration 21Q: 3 clusters Score -8306634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -8306637.000000 Penalty: 3652.145020
	Iteration 22Q: 3 clusters Score -8306637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -8306636.500000 Penalty: 3652.145020
	Iteration 23Q: 3 clusters Score -8306636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -8306642.000000 Penalty: 3652.145020
	Iteration 24Q: 3 clusters Score -8306642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -8306645.500000 Penalty: 3652.145020
	Iteration 25Q: 3 clusters Score -8306646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -8306652.000000 Penalty: 3652.145020
	Iteration 26Q: 3 clusters Score -8306652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -8306662.500000 Penalty: 3652.145020
	Iteration 27Q: 3 clusters Score -8306662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -8306662.500000 Penalty: 3652.145020
	Iteration 28F: 3 clusters Score -8306662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176230 members 
Entering Unmasked Estep 
Score: -19102496.000000 Penalty: 1962.926025
	Iteration 0F: 2 clusters Score -1.91025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -18987386.000000 Penalty: 3925.852051
	Iteration 0F: 3 clusters Score -1.898739e+07 nChanged 85187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -19038230.000000 Penalty: 3925.852051
	Iteration 1F: 3 clusters Score -1.903823e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -19039908.000000 Penalty: 3925.852051
	Iteration 2Q: 3 clusters Score -1.903991e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
Score: -19042698.000000 Penalty: 3925.852051
	Iteration 3Q: 3 clusters Score -1.90427e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -19047220.000000 Penalty: 3925.852051
	Iteration 4F: 3 clusters Score -1.904722e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -19053988.000000 Penalty: 3925.852051
	Iteration 5F: 3 clusters Score -1.905399e+07 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -19063534.000000 Penalty: 3925.852051
	Iteration 6F: 3 clusters Score -1.906353e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 121878 members 
Entering Unmasked Estep 
Score: -19073770.000000 Penalty: 3925.852051
	Iteration 7F: 3 clusters Score -1.907377e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 127366 members 
Entering Unmasked Estep 
Score: -19081054.000000 Penalty: 3925.852051
	Iteration 8F: 3 clusters Score -1.908105e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 131184 members 
Entering Unmasked Estep 
Score: -19084580.000000 Penalty: 3925.852051
	Iteration 9Q: 3 clusters Score -1.908458e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -19086274.000000 Penalty: 3925.852051
	Iteration 10Q: 3 clusters Score -1.908627e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 137542 members 
Entering Unmasked Estep 
Score: -19087818.000000 Penalty: 3925.852051
	Iteration 11Q: 3 clusters Score -1.908782e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 140564 members 
Entering Unmasked Estep 
Score: -19089298.000000 Penalty: 3925.852051
	Iteration 12Q: 3 clusters Score -1.90893e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 143441 members 
Entering Unmasked Estep 
Score: -19090606.000000 Penalty: 3925.852051
	Iteration 13Q: 3 clusters Score -1.909061e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 146131 members 
Entering Unmasked Estep 
Score: -19091644.000000 Penalty: 3925.852051
	Iteration 14Q: 3 clusters Score -1.909164e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 148623 members 
Entering Unmasked Estep 
Score: -19092738.000000 Penalty: 3925.852051
	Iteration 15Q: 3 clusters Score -1.909274e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 151009 members 
Entering Unmasked Estep 
Score: -19093798.000000 Penalty: 3925.852051
	Iteration 16Q: 3 clusters Score -1.90938e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 153276 members 
Entering Unmasked Estep 
Score: -19094830.000000 Penalty: 3925.852051
	Iteration 17Q: 3 clusters Score -1.909483e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -19095696.000000 Penalty: 3925.852051
	Iteration 18Q: 3 clusters Score -1.90957e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 157374 members 
Entering Unmasked Estep 
Score: -19096590.000000 Penalty: 3925.852051
	Iteration 19Q: 3 clusters Score -1.909659e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 159167 members 
Entering Unmasked Estep 
Score: -19097350.000000 Penalty: 3925.852051
	Iteration 20F: 3 clusters Score -1.909735e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 160872 members 
Entering Unmasked Estep 
Score: -19098054.000000 Penalty: 3925.852051
	Iteration 21Q: 3 clusters Score -1.909805e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 162447 members 
Entering Unmasked Estep 
Score: -19098742.000000 Penalty: 3925.852051
	Iteration 22Q: 3 clusters Score -1.909874e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 163854 members 
Entering Unmasked Estep 
Score: -19099434.000000 Penalty: 3925.852051
	Iteration 23Q: 3 clusters Score -1.909943e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 165249 members 
Entering Unmasked Estep 
Score: -19100014.000000 Penalty: 3925.852051
	Iteration 24Q: 3 clusters Score -1.910001e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 166565 members 
Entering Unmasked Estep 
Score: -19100550.000000 Penalty: 3925.852051
	Iteration 25Q: 3 clusters Score -1.910055e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 167762 members 
Entering Unmasked Estep 
Score: -19100944.000000 Penalty: 3925.852051
	Iteration 26Q: 3 clusters Score -1.910094e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 168811 members 
Entering Unmasked Estep 
Score: -19101198.000000 Penalty: 3925.852051
	Iteration 27Q: 3 clusters Score -1.91012e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 169742 members 
Entering Unmasked Estep 
Score: -19101468.000000 Penalty: 3925.852051
	Iteration 28Q: 3 clusters Score -1.910147e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 170539 members 
Entering Unmasked Estep 
Score: -19101606.000000 Penalty: 3925.852051
	Iteration 29Q: 3 clusters Score -1.910161e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 171259 members 
Entering Unmasked Estep 
Score: -19101646.000000 Penalty: 3925.852051
	Iteration 30Q: 3 clusters Score -1.910165e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -19101616.000000 Penalty: 3925.852051
	Iteration 31Q: 3 clusters Score -1.910162e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 172378 members 
Entering Unmasked Estep 
Score: -19101656.000000 Penalty: 3925.852051
	Iteration 32Q: 3 clusters Score -1.910166e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 172824 members 
Entering Unmasked Estep 
Score: -19101698.000000 Penalty: 3925.852051
	Iteration 33Q: 3 clusters Score -1.91017e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 173191 members 
Entering Unmasked Estep 
Score: -19101716.000000 Penalty: 3925.852051
	Iteration 34Q: 3 clusters Score -1.910172e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 173519 members 
Entering Unmasked Estep 
Score: -19101678.000000 Penalty: 3925.852051
	Iteration 35Q: 3 clusters Score -1.910168e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 173811 members 
Entering Unmasked Estep 
Score: -19101694.000000 Penalty: 3925.852051
	Iteration 36Q: 3 clusters Score -1.910169e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 174032 members 
Entering Unmasked Estep 
Score: -19101654.000000 Penalty: 3925.852051
	Iteration 37Q: 3 clusters Score -1.910165e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -19101664.000000 Penalty: 3925.852051
	Iteration 38Q: 3 clusters Score -1.910166e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -19101668.000000 Penalty: 3925.852051
	Iteration 39Q: 3 clusters Score -1.910167e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 174489 members 
Entering Unmasked Estep 
Score: -19101660.000000 Penalty: 3925.852051
	Iteration 40F: 3 clusters Score -1.910166e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -19101648.000000 Penalty: 3925.852051
	Iteration 41Q: 3 clusters Score -1.910165e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 174674 members 
Entering Unmasked Estep 
Score: -19101616.000000 Penalty: 3925.852051
	Iteration 42Q: 3 clusters Score -1.910162e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 174747 members 
Entering Unmasked Estep 
Score: -19101616.000000 Penalty: 3925.852051
	Iteration 43Q: 3 clusters Score -1.910162e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 174805 members 
Entering Unmasked Estep 
Score: -19101602.000000 Penalty: 3925.852051
	Iteration 44Q: 3 clusters Score -1.91016e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -19101590.000000 Penalty: 3925.852051
	Iteration 45Q: 3 clusters Score -1.910159e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 174920 members 
Entering Unmasked Estep 
Score: -19101628.000000 Penalty: 3925.852051
	Iteration 46Q: 3 clusters Score -1.910163e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 174955 members 
Entering Unmasked Estep 
Score: -19101628.000000 Penalty: 3925.852051
	Iteration 47Q: 3 clusters Score -1.910163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 174983 members 
Entering Unmasked Estep 
Score: -19101628.000000 Penalty: 3925.852051
	Iteration 48Q: 3 clusters Score -1.910163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -19101612.000000 Penalty: 3925.852051
	Iteration 49Q: 3 clusters Score -1.910161e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -19101600.000000 Penalty: 3925.852051
	Iteration 50Q: 3 clusters Score -1.91016e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 175068 members 
Entering Unmasked Estep 
Score: -19101580.000000 Penalty: 3925.852051
	Iteration 51Q: 3 clusters Score -1.910158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 175096 members 
Entering Unmasked Estep 
Score: -19101602.000000 Penalty: 3925.852051
	Iteration 52Q: 3 clusters Score -1.91016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 175115 members 
Entering Unmasked Estep 
Score: -19101600.000000 Penalty: 3925.852051
	Iteration 53Q: 3 clusters Score -1.91016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 175125 members 
Entering Unmasked Estep 
Score: -19101590.000000 Penalty: 3925.852051
	Iteration 54Q: 3 clusters Score -1.910159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -19101598.000000 Penalty: 3925.852051
	Iteration 55Q: 3 clusters Score -1.91016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 175146 members 
Entering Unmasked Estep 
Score: -19101588.000000 Penalty: 3925.852051
	Iteration 56Q: 3 clusters Score -1.910159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 175154 members 
Entering Unmasked Estep 
Score: -19101600.000000 Penalty: 3925.852051
	Iteration 57Q: 3 clusters Score -1.91016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 175161 members 
Entering Unmasked Estep 
Score: -19101596.000000 Penalty: 3925.852051
	Iteration 58Q: 3 clusters Score -1.91016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 175168 members 
Entering Unmasked Estep 
Score: -19101610.000000 Penalty: 3925.852051
	Iteration 59Q: 3 clusters Score -1.910161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -19101594.000000 Penalty: 3925.852051
	Iteration 60F: 3 clusters Score -1.910159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -19101604.000000 Penalty: 3925.852051
	Iteration 61Q: 3 clusters Score -1.91016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 175193 members 
Entering Unmasked Estep 
Score: -19101598.000000 Penalty: 3925.852051
	Iteration 62Q: 3 clusters Score -1.91016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 175204 members 
Entering Unmasked Estep 
Score: -19101600.000000 Penalty: 3925.852051
	Iteration 63Q: 3 clusters Score -1.91016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 175213 members 
Entering Unmasked Estep 
Score: -19101632.000000 Penalty: 3925.852051
	Iteration 64Q: 3 clusters Score -1.910163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 175220 members 
Entering Unmasked Estep 
Score: -19101648.000000 Penalty: 3925.852051
	Iteration 65Q: 3 clusters Score -1.910165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 175228 members 
Entering Unmasked Estep 
Score: -19101608.000000 Penalty: 3925.852051
	Iteration 66Q: 3 clusters Score -1.910161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 175237 members 
Entering Unmasked Estep 
Score: -19101616.000000 Penalty: 3925.852051
	Iteration 67Q: 3 clusters Score -1.910162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 175242 members 
Entering Unmasked Estep 
Score: -19101616.000000 Penalty: 3925.852051
	Iteration 68Q: 3 clusters Score -1.910162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 175248 members 
Entering Unmasked Estep 
Score: -19101606.000000 Penalty: 3925.852051
	Iteration 69Q: 3 clusters Score -1.910161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 175253 members 
Entering Unmasked Estep 
Score: -19101608.000000 Penalty: 3925.852051
	Iteration 70Q: 3 clusters Score -1.910161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 175257 members 
Entering Unmasked Estep 
Score: -19101606.000000 Penalty: 3925.852051
	Iteration 71Q: 3 clusters Score -1.910161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 175261 members 
Entering Unmasked Estep 
Score: -19101602.000000 Penalty: 3925.852051
	Iteration 72Q: 3 clusters Score -1.91016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 175265 members 
Entering Unmasked Estep 
Score: -19101612.000000 Penalty: 3925.852051
	Iteration 73Q: 3 clusters Score -1.910161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -19101610.000000 Penalty: 3925.852051
	Iteration 74Q: 3 clusters Score -1.910161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -19101618.000000 Penalty: 3925.852051
	Iteration 75Q: 3 clusters Score -1.910162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -19101618.000000 Penalty: 3925.852051
	Iteration 76F: 3 clusters Score -1.910162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Entering Unmasked Estep 
Score: -4404207.500000 Penalty: 1727.488403
	Iteration 0F: 2 clusters Score -4404208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4376396.500000 Penalty: 3454.976807
	Iteration 0F: 3 clusters Score -4376396 nChanged 19284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4387354.500000 Penalty: 3454.976807
	Iteration 1F: 3 clusters Score -4387354 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4388003.000000 Penalty: 3454.976807
	Iteration 2Q: 3 clusters Score -4388003 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4388995.000000 Penalty: 3454.976807
	Iteration 3F: 3 clusters Score -4388995 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4390507.500000 Penalty: 3454.976807
	Iteration 4F: 3 clusters Score -4390508 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4392758.500000 Penalty: 3454.976807
	Iteration 5F: 3 clusters Score -4392758 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -4395669.500000 Penalty: 3454.976807
	Iteration 6F: 3 clusters Score -4395670 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -4398491.000000 Penalty: 3454.976807
	Iteration 7F: 3 clusters Score -4398491 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4400552.000000 Penalty: 3454.976807
	Iteration 8F: 3 clusters Score -4400552 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4401787.500000 Penalty: 3454.976807
	Iteration 9Q: 3 clusters Score -4401788 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4402412.500000 Penalty: 3454.976807
	Iteration 10Q: 3 clusters Score -4402412 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4402669.000000 Penalty: 3454.976807
	Iteration 11Q: 3 clusters Score -4402669 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4402850.500000 Penalty: 3454.976807
	Iteration 12Q: 3 clusters Score -4402850 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4402945.500000 Penalty: 3454.976807
	Iteration 13Q: 3 clusters Score -4402946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4402990.000000 Penalty: 3454.976807
	Iteration 14Q: 3 clusters Score -4402990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4403036.500000 Penalty: 3454.976807
	Iteration 15Q: 3 clusters Score -4403036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4403058.000000 Penalty: 3454.976807
	Iteration 16Q: 3 clusters Score -4403058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4403071.500000 Penalty: 3454.976807
	Iteration 17Q: 3 clusters Score -4403072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4403095.000000 Penalty: 3454.976807
	Iteration 18Q: 3 clusters Score -4403095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4403113.000000 Penalty: 3454.976807
	Iteration 19Q: 3 clusters Score -4403113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4403132.000000 Penalty: 3454.976807
	Iteration 20F: 3 clusters Score -4403132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4403146.000000 Penalty: 3454.976807
	Iteration 21Q: 3 clusters Score -4403146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4403160.000000 Penalty: 3454.976807
	Iteration 22Q: 3 clusters Score -4403160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4403153.500000 Penalty: 3454.976807
	Iteration 23Q: 3 clusters Score -4403154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4403161.500000 Penalty: 3454.976807
	Iteration 24Q: 3 clusters Score -4403162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4403165.000000 Penalty: 3454.976807
	Iteration 25Q: 3 clusters Score -4403165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4403164.000000 Penalty: 3454.976807
	Iteration 26Q: 3 clusters Score -4403164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4403177.000000 Penalty: 3454.976807
	Iteration 27Q: 3 clusters Score -4403177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4403178.500000 Penalty: 3454.976807
	Iteration 28Q: 3 clusters Score -4403178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4403178.500000 Penalty: 3454.976807
	Iteration 29Q: 3 clusters Score -4403178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4403176.500000 Penalty: 3454.976807
	Iteration 30Q: 3 clusters Score -4403176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4403176.000000 Penalty: 3454.976807
	Iteration 31Q: 3 clusters Score -4403176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4403179.000000 Penalty: 3454.976807
	Iteration 32Q: 3 clusters Score -4403179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4403186.500000 Penalty: 3454.976807
	Iteration 33Q: 3 clusters Score -4403186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4403186.500000 Penalty: 3454.976807
	Iteration 34F: 3 clusters Score -4403186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Entering Unmasked Estep 
Score: -7608307.500000 Penalty: 1811.917358
	Iteration 0F: 2 clusters Score -7608308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -7561853.500000 Penalty: 3623.834717
	Iteration 0F: 3 clusters Score -7561854 nChanged 33098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -7580993.500000 Penalty: 3623.834717
	Iteration 1F: 3 clusters Score -7580994 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -7581848.500000 Penalty: 3623.834717
	Iteration 2Q: 3 clusters Score -7581848 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -7582912.000000 Penalty: 3623.834717
	Iteration 3Q: 3 clusters Score -7582912 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -7584464.000000 Penalty: 3623.834717
	Iteration 4Q: 3 clusters Score -7584464 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -7586725.000000 Penalty: 3623.834717
	Iteration 5F: 3 clusters Score -7586725 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -7589805.000000 Penalty: 3623.834717
	Iteration 6F: 3 clusters Score -7589805 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -7593448.000000 Penalty: 3623.834717
	Iteration 7F: 3 clusters Score -7593448 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -7596782.000000 Penalty: 3623.834717
	Iteration 8F: 3 clusters Score -7596782 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -7599397.500000 Penalty: 3623.834717
	Iteration 9Q: 3 clusters Score -7599398 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -7601264.500000 Penalty: 3623.834717
	Iteration 10Q: 3 clusters Score -7601264 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -7602650.000000 Penalty: 3623.834717
	Iteration 11Q: 3 clusters Score -7602650 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -7603736.000000 Penalty: 3623.834717
	Iteration 12Q: 3 clusters Score -7603736 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -7604604.500000 Penalty: 3623.834717
	Iteration 13Q: 3 clusters Score -7604604 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -7605199.500000 Penalty: 3623.834717
	Iteration 14Q: 3 clusters Score -7605200 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -7605627.500000 Penalty: 3623.834717
	Iteration 15Q: 3 clusters Score -7605628 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -7605899.000000 Penalty: 3623.834717
	Iteration 16Q: 3 clusters Score -7605899 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -7606153.000000 Penalty: 3623.834717
	Iteration 17Q: 3 clusters Score -7606153 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -7606312.000000 Penalty: 3623.834717
	Iteration 18Q: 3 clusters Score -7606312 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -7606416.500000 Penalty: 3623.834717
	Iteration 19Q: 3 clusters Score -7606416 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -7606501.000000 Penalty: 3623.834717
	Iteration 20F: 3 clusters Score -7606501 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -7606551.500000 Penalty: 3623.834717
	Iteration 21Q: 3 clusters Score -7606552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -7606613.000000 Penalty: 3623.834717
	Iteration 22Q: 3 clusters Score -7606613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -7606656.000000 Penalty: 3623.834717
	Iteration 23Q: 3 clusters Score -7606656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -7606681.500000 Penalty: 3623.834717
	Iteration 24Q: 3 clusters Score -7606682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -7606697.500000 Penalty: 3623.834717
	Iteration 25Q: 3 clusters Score -7606698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -7606716.500000 Penalty: 3623.834717
	Iteration 26Q: 3 clusters Score -7606716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -7606733.500000 Penalty: 3623.834717
	Iteration 27Q: 3 clusters Score -7606734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -7606752.500000 Penalty: 3623.834717
	Iteration 28Q: 3 clusters Score -7606752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -7606750.000000 Penalty: 3623.834717
	Iteration 29Q: 3 clusters Score -7606750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -7606760.500000 Penalty: 3623.834717
	Iteration 30Q: 3 clusters Score -7606760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -7606767.000000 Penalty: 3623.834717
	Iteration 31Q: 3 clusters Score -7606767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -7606770.500000 Penalty: 3623.834717
	Iteration 32Q: 3 clusters Score -7606770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -7606773.500000 Penalty: 3623.834717
	Iteration 33Q: 3 clusters Score -7606774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -7606778.500000 Penalty: 3623.834717
	Iteration 34Q: 3 clusters Score -7606778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -7606781.500000 Penalty: 3623.834717
	Iteration 35Q: 3 clusters Score -7606782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -7606782.000000 Penalty: 3623.834717
	Iteration 36Q: 3 clusters Score -7606782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -7606785.000000 Penalty: 3623.834717
	Iteration 37Q: 3 clusters Score -7606785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -7606788.500000 Penalty: 3623.834717
	Iteration 38Q: 3 clusters Score -7606788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -7606782.500000 Penalty: 3623.834717
	Iteration 39Q: 3 clusters Score -7606782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -7606789.000000 Penalty: 3623.834717
	Iteration 40F: 3 clusters Score -7606789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -7606786.500000 Penalty: 3623.834717
	Iteration 41Q: 3 clusters Score -7606786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -7606786.500000 Penalty: 3623.834717
	Iteration 42F: 3 clusters Score -7606786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Entering Unmasked Estep 
Score: -5030517.500000 Penalty: 1743.693604
	Iteration 0F: 2 clusters Score -5030518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4999791.500000 Penalty: 3487.387207
	Iteration 0F: 3 clusters Score -4999792 nChanged 21491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5012001.500000 Penalty: 3487.387207
	Iteration 1F: 3 clusters Score -5012002 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -5012512.500000 Penalty: 3487.387207
	Iteration 2Q: 3 clusters Score -5012512 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -5013055.000000 Penalty: 3487.387207
	Iteration 3Q: 3 clusters Score -5013055 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -5013782.500000 Penalty: 3487.387207
	Iteration 4Q: 3 clusters Score -5013782 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -5014655.000000 Penalty: 3487.387207
	Iteration 5Q: 3 clusters Score -5014655 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5016015.500000 Penalty: 3487.387207
	Iteration 6F: 3 clusters Score -5016016 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -5018001.000000 Penalty: 3487.387207
	Iteration 7F: 3 clusters Score -5018001 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -5020459.000000 Penalty: 3487.387207
	Iteration 8F: 3 clusters Score -5020459 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -5022720.000000 Penalty: 3487.387207
	Iteration 9F: 3 clusters Score -5022720 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -5023979.000000 Penalty: 3487.387207
	Iteration 10Q: 3 clusters Score -5023979 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -5024550.500000 Penalty: 3487.387207
	Iteration 11Q: 3 clusters Score -5024550 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -5024794.000000 Penalty: 3487.387207
	Iteration 12Q: 3 clusters Score -5024794 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5025063.500000 Penalty: 3487.387207
	Iteration 13Q: 3 clusters Score -5025064 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -5025265.500000 Penalty: 3487.387207
	Iteration 14Q: 3 clusters Score -5025266 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -5025454.000000 Penalty: 3487.387207
	Iteration 15Q: 3 clusters Score -5025454 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -5025664.500000 Penalty: 3487.387207
	Iteration 16Q: 3 clusters Score -5025664 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5025838.000000 Penalty: 3487.387207
	Iteration 17Q: 3 clusters Score -5025838 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -5025972.000000 Penalty: 3487.387207
	Iteration 18Q: 3 clusters Score -5025972 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5026125.000000 Penalty: 3487.387207
	Iteration 19Q: 3 clusters Score -5026125 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5026284.000000 Penalty: 3487.387207
	Iteration 20F: 3 clusters Score -5026284 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -5026409.500000 Penalty: 3487.387207
	Iteration 21Q: 3 clusters Score -5026410 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -5026515.000000 Penalty: 3487.387207
	Iteration 22Q: 3 clusters Score -5026515 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -5026634.000000 Penalty: 3487.387207
	Iteration 23Q: 3 clusters Score -5026634 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5026756.500000 Penalty: 3487.387207
	Iteration 24Q: 3 clusters Score -5026756 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5026867.500000 Penalty: 3487.387207
	Iteration 25Q: 3 clusters Score -5026868 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -5027007.000000 Penalty: 3487.387207
	Iteration 26Q: 3 clusters Score -5027007 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -5027110.500000 Penalty: 3487.387207
	Iteration 27Q: 3 clusters Score -5027110 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5027230.000000 Penalty: 3487.387207
	Iteration 28Q: 3 clusters Score -5027230 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5027316.000000 Penalty: 3487.387207
	Iteration 29Q: 3 clusters Score -5027316 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5027410.500000 Penalty: 3487.387207
	Iteration 30Q: 3 clusters Score -5027410 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5027492.000000 Penalty: 3487.387207
	Iteration 31Q: 3 clusters Score -5027492 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5027587.500000 Penalty: 3487.387207
	Iteration 32Q: 3 clusters Score -5027588 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -5027681.000000 Penalty: 3487.387207
	Iteration 33Q: 3 clusters Score -5027681 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5027743.500000 Penalty: 3487.387207
	Iteration 34Q: 3 clusters Score -5027744 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5027816.500000 Penalty: 3487.387207
	Iteration 35Q: 3 clusters Score -5027816 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5027876.000000 Penalty: 3487.387207
	Iteration 36Q: 3 clusters Score -5027876 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -5027939.500000 Penalty: 3487.387207
	Iteration 37Q: 3 clusters Score -5027940 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5027971.000000 Penalty: 3487.387207
	Iteration 38Q: 3 clusters Score -5027971 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -5028039.000000 Penalty: 3487.387207
	Iteration 39Q: 3 clusters Score -5028039 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5028082.000000 Penalty: 3487.387207
	Iteration 40F: 3 clusters Score -5028082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -5028126.000000 Penalty: 3487.387207
	Iteration 41Q: 3 clusters Score -5028126 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5028198.000000 Penalty: 3487.387207
	Iteration 42Q: 3 clusters Score -5028198 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -5028265.500000 Penalty: 3487.387207
	Iteration 43Q: 3 clusters Score -5028266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5028305.500000 Penalty: 3487.387207
	Iteration 44Q: 3 clusters Score -5028306 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -5028360.500000 Penalty: 3487.387207
	Iteration 45Q: 3 clusters Score -5028360 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -5028408.000000 Penalty: 3487.387207
	Iteration 46Q: 3 clusters Score -5028408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -5028433.500000 Penalty: 3487.387207
	Iteration 47Q: 3 clusters Score -5028434 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5028480.000000 Penalty: 3487.387207
	Iteration 48Q: 3 clusters Score -5028480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -5028522.000000 Penalty: 3487.387207
	Iteration 49Q: 3 clusters Score -5028522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -5028550.500000 Penalty: 3487.387207
	Iteration 50Q: 3 clusters Score -5028550 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5028589.500000 Penalty: 3487.387207
	Iteration 51Q: 3 clusters Score -5028590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -5028631.500000 Penalty: 3487.387207
	Iteration 52Q: 3 clusters Score -5028632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -5028675.500000 Penalty: 3487.387207
	Iteration 53Q: 3 clusters Score -5028676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -5028716.000000 Penalty: 3487.387207
	Iteration 54Q: 3 clusters Score -5028716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -5028745.500000 Penalty: 3487.387207
	Iteration 55Q: 3 clusters Score -5028746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -5028784.000000 Penalty: 3487.387207
	Iteration 56Q: 3 clusters Score -5028784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5028816.000000 Penalty: 3487.387207
	Iteration 57Q: 3 clusters Score -5028816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -5028824.500000 Penalty: 3487.387207
	Iteration 58Q: 3 clusters Score -5028824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -5028837.500000 Penalty: 3487.387207
	Iteration 59Q: 3 clusters Score -5028838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -5028848.000000 Penalty: 3487.387207
	Iteration 60F: 3 clusters Score -5028848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5028863.000000 Penalty: 3487.387207
	Iteration 61Q: 3 clusters Score -5028863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -5028884.000000 Penalty: 3487.387207
	Iteration 62Q: 3 clusters Score -5028884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5028894.500000 Penalty: 3487.387207
	Iteration 63Q: 3 clusters Score -5028894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -5028905.500000 Penalty: 3487.387207
	Iteration 64Q: 3 clusters Score -5028906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -5028914.000000 Penalty: 3487.387207
	Iteration 65Q: 3 clusters Score -5028914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -5028928.500000 Penalty: 3487.387207
	Iteration 66Q: 3 clusters Score -5028928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -5028930.500000 Penalty: 3487.387207
	Iteration 67Q: 3 clusters Score -5028930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -5028931.000000 Penalty: 3487.387207
	Iteration 68Q: 3 clusters Score -5028931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -5028941.000000 Penalty: 3487.387207
	Iteration 69Q: 3 clusters Score -5028941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -5028949.500000 Penalty: 3487.387207
	Iteration 70Q: 3 clusters Score -5028950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -5028941.000000 Penalty: 3487.387207
	Iteration 71Q: 3 clusters Score -5028941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -5028951.000000 Penalty: 3487.387207
	Iteration 72Q: 3 clusters Score -5028951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -5028949.500000 Penalty: 3487.387207
	Iteration 73Q: 3 clusters Score -5028950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -5028957.000000 Penalty: 3487.387207
	Iteration 74Q: 3 clusters Score -5028957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -5028958.500000 Penalty: 3487.387207
	Iteration 75Q: 3 clusters Score -5028958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -5028962.500000 Penalty: 3487.387207
	Iteration 76Q: 3 clusters Score -5028962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5028961.500000 Penalty: 3487.387207
	Iteration 77Q: 3 clusters Score -5028962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -5028960.500000 Penalty: 3487.387207
	Iteration 78Q: 3 clusters Score -5028960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -5028960.500000 Penalty: 3487.387207
	Iteration 79Q: 3 clusters Score -5028960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -5028959.000000 Penalty: 3487.387207
	Iteration 80F: 3 clusters Score -5028959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -5028968.500000 Penalty: 3487.387207
	Iteration 81Q: 3 clusters Score -5028968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -5028967.500000 Penalty: 3487.387207
	Iteration 82Q: 3 clusters Score -5028968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -5028973.500000 Penalty: 3487.387207
	Iteration 83Q: 3 clusters Score -5028974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -5028972.000000 Penalty: 3487.387207
	Iteration 84Q: 3 clusters Score -5028972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -5028981.000000 Penalty: 3487.387207
	Iteration 85Q: 3 clusters Score -5028981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -5028977.500000 Penalty: 3487.387207
	Iteration 86Q: 3 clusters Score -5028978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -5028979.500000 Penalty: 3487.387207
	Iteration 87Q: 3 clusters Score -5028980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -5028979.500000 Penalty: 3487.387207
	Iteration 88F: 3 clusters Score -5028980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -69902.234375 Penalty: 1060.317261
	Iteration 0F: 2 clusters Score -69902.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68706.851562 Penalty: 2120.634521
	Iteration 0F: 3 clusters Score -68706.85 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68885.164062 Penalty: 2120.634521
	Iteration 1F: 3 clusters Score -68885.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68938.671875 Penalty: 2120.634521
	Iteration 2F: 3 clusters Score -68938.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68969.367188 Penalty: 2120.634521
	Iteration 3Q: 3 clusters Score -68969.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68980.117188 Penalty: 2120.634521
	Iteration 4Q: 3 clusters Score -68980.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68988.656250 Penalty: 2120.634521
	Iteration 5Q: 3 clusters Score -68988.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68993.578125 Penalty: 2120.634521
	Iteration 6Q: 3 clusters Score -68993.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68998.835938 Penalty: 2120.634521
	Iteration 7Q: 3 clusters Score -68998.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68999.492188 Penalty: 2120.634521
	Iteration 8Q: 3 clusters Score -68999.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69000.335938 Penalty: 2120.634521
	Iteration 9Q: 3 clusters Score -69000.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69001.703125 Penalty: 2120.634521
	Iteration 10Q: 3 clusters Score -69001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69002.351562 Penalty: 2120.634521
	Iteration 11Q: 3 clusters Score -69002.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69002.351562 Penalty: 2120.634521
	Iteration 12F: 3 clusters Score -69002.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176758 members 
Entering Unmasked Estep 
Score: -19133502.000000 Penalty: 1963.412231
	Iteration 0F: 2 clusters Score -1.91335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -19016418.000000 Penalty: 3926.824463
	Iteration 0F: 3 clusters Score -1.901642e+07 nChanged 85176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -19067668.000000 Penalty: 3926.824463
	Iteration 1F: 3 clusters Score -1.906767e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -19069254.000000 Penalty: 3926.824463
	Iteration 2Q: 3 clusters Score -1.906925e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -19071966.000000 Penalty: 3926.824463
	Iteration 3Q: 3 clusters Score -1.907197e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -19076938.000000 Penalty: 3926.824463
	Iteration 4F: 3 clusters Score -1.907694e+07 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -19084994.000000 Penalty: 3926.824463
	Iteration 5F: 3 clusters Score -1.908499e+07 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 126888 members 
Entering Unmasked Estep 
Score: -19096136.000000 Penalty: 3926.824463
	Iteration 6F: 3 clusters Score -1.909614e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -19108164.000000 Penalty: 3926.824463
	Iteration 7F: 3 clusters Score -1.910816e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 143376 members 
Entering Unmasked Estep 
Score: -19117076.000000 Penalty: 3926.824463
	Iteration 8F: 3 clusters Score -1.911708e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 146462 members 
Entering Unmasked Estep 
Score: -19121136.000000 Penalty: 3926.824463
	Iteration 9Q: 3 clusters Score -1.912114e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 148379 members 
Entering Unmasked Estep 
Score: -19122638.000000 Penalty: 3926.824463
	Iteration 10Q: 3 clusters Score -1.912264e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -19123506.000000 Penalty: 3926.824463
	Iteration 11Q: 3 clusters Score -1.912351e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -19124148.000000 Penalty: 3926.824463
	Iteration 12Q: 3 clusters Score -1.912415e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -19124728.000000 Penalty: 3926.824463
	Iteration 13Q: 3 clusters Score -1.912473e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 154297 members 
Entering Unmasked Estep 
Score: -19125160.000000 Penalty: 3926.824463
	Iteration 14Q: 3 clusters Score -1.912516e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 155556 members 
Entering Unmasked Estep 
Score: -19125592.000000 Penalty: 3926.824463
	Iteration 15Q: 3 clusters Score -1.912559e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -19126052.000000 Penalty: 3926.824463
	Iteration 16Q: 3 clusters Score -1.912605e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -19126506.000000 Penalty: 3926.824463
	Iteration 17Q: 3 clusters Score -1.912651e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -19126906.000000 Penalty: 3926.824463
	Iteration 18Q: 3 clusters Score -1.912691e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 160366 members 
Entering Unmasked Estep 
Score: -19127314.000000 Penalty: 3926.824463
	Iteration 19Q: 3 clusters Score -1.912731e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -19127718.000000 Penalty: 3926.824463
	Iteration 20F: 3 clusters Score -1.912772e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 162541 members 
Entering Unmasked Estep 
Score: -19128026.000000 Penalty: 3926.824463
	Iteration 21Q: 3 clusters Score -1.912803e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 163548 members 
Entering Unmasked Estep 
Score: -19128502.000000 Penalty: 3926.824463
	Iteration 22Q: 3 clusters Score -1.91285e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -19128908.000000 Penalty: 3926.824463
	Iteration 23Q: 3 clusters Score -1.912891e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 165552 members 
Entering Unmasked Estep 
Score: -19129404.000000 Penalty: 3926.824463
	Iteration 24Q: 3 clusters Score -1.91294e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 166554 members 
Entering Unmasked Estep 
Score: -19129786.000000 Penalty: 3926.824463
	Iteration 25Q: 3 clusters Score -1.912979e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 167482 members 
Entering Unmasked Estep 
Score: -19130080.000000 Penalty: 3926.824463
	Iteration 26Q: 3 clusters Score -1.913008e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 168322 members 
Entering Unmasked Estep 
Score: -19130466.000000 Penalty: 3926.824463
	Iteration 27Q: 3 clusters Score -1.913047e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -19130750.000000 Penalty: 3926.824463
	Iteration 28Q: 3 clusters Score -1.913075e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -19130920.000000 Penalty: 3926.824463
	Iteration 29Q: 3 clusters Score -1.913092e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 170509 members 
Entering Unmasked Estep 
Score: -19131158.000000 Penalty: 3926.824463
	Iteration 30Q: 3 clusters Score -1.913116e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 171142 members 
Entering Unmasked Estep 
Score: -19131398.000000 Penalty: 3926.824463
	Iteration 31Q: 3 clusters Score -1.91314e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 171711 members 
Entering Unmasked Estep 
Score: -19131586.000000 Penalty: 3926.824463
	Iteration 32Q: 3 clusters Score -1.913159e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 172204 members 
Entering Unmasked Estep 
Score: -19131714.000000 Penalty: 3926.824463
	Iteration 33Q: 3 clusters Score -1.913171e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -19131906.000000 Penalty: 3926.824463
	Iteration 34Q: 3 clusters Score -1.913191e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -19131960.000000 Penalty: 3926.824463
	Iteration 35Q: 3 clusters Score -1.913196e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 173335 members 
Entering Unmasked Estep 
Score: -19132068.000000 Penalty: 3926.824463
	Iteration 36Q: 3 clusters Score -1.913207e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 173611 members 
Entering Unmasked Estep 
Score: -19132116.000000 Penalty: 3926.824463
	Iteration 37Q: 3 clusters Score -1.913212e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 173859 members 
Entering Unmasked Estep 
Score: -19132190.000000 Penalty: 3926.824463
	Iteration 38Q: 3 clusters Score -1.913219e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 174087 members 
Entering Unmasked Estep 
Score: -19132242.000000 Penalty: 3926.824463
	Iteration 39Q: 3 clusters Score -1.913224e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 174299 members 
Entering Unmasked Estep 
Score: -19132364.000000 Penalty: 3926.824463
	Iteration 40F: 3 clusters Score -1.913236e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 174463 members 
Entering Unmasked Estep 
Score: -19132426.000000 Penalty: 3926.824463
	Iteration 41Q: 3 clusters Score -1.913243e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 174592 members 
Entering Unmasked Estep 
Score: -19132472.000000 Penalty: 3926.824463
	Iteration 42Q: 3 clusters Score -1.913247e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 174714 members 
Entering Unmasked Estep 
Score: -19132478.000000 Penalty: 3926.824463
	Iteration 43Q: 3 clusters Score -1.913248e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 174829 members 
Entering Unmasked Estep 
Score: -19132514.000000 Penalty: 3926.824463
	Iteration 44Q: 3 clusters Score -1.913251e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 174937 members 
Entering Unmasked Estep 
Score: -19132514.000000 Penalty: 3926.824463
	Iteration 45Q: 3 clusters Score -1.913251e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 175021 members 
Entering Unmasked Estep 
Score: -19132524.000000 Penalty: 3926.824463
	Iteration 46Q: 3 clusters Score -1.913252e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 175091 members 
Entering Unmasked Estep 
Score: -19132542.000000 Penalty: 3926.824463
	Iteration 47Q: 3 clusters Score -1.913254e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 175148 members 
Entering Unmasked Estep 
Score: -19132568.000000 Penalty: 3926.824463
	Iteration 48Q: 3 clusters Score -1.913257e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -19132574.000000 Penalty: 3926.824463
	Iteration 49Q: 3 clusters Score -1.913257e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 175221 members 
Entering Unmasked Estep 
Score: -19132562.000000 Penalty: 3926.824463
	Iteration 50Q: 3 clusters Score -1.913256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 175253 members 
Entering Unmasked Estep 
Score: -19132572.000000 Penalty: 3926.824463
	Iteration 51Q: 3 clusters Score -1.913257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 175279 members 
Entering Unmasked Estep 
Score: -19132590.000000 Penalty: 3926.824463
	Iteration 52Q: 3 clusters Score -1.913259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 175299 members 
Entering Unmasked Estep 
Score: -19132584.000000 Penalty: 3926.824463
	Iteration 53Q: 3 clusters Score -1.913258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 175322 members 
Entering Unmasked Estep 
Score: -19132584.000000 Penalty: 3926.824463
	Iteration 54Q: 3 clusters Score -1.913258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -19132580.000000 Penalty: 3926.824463
	Iteration 55Q: 3 clusters Score -1.913258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 175352 members 
Entering Unmasked Estep 
Score: -19132590.000000 Penalty: 3926.824463
	Iteration 56Q: 3 clusters Score -1.913259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 175368 members 
Entering Unmasked Estep 
Score: -19132598.000000 Penalty: 3926.824463
	Iteration 57Q: 3 clusters Score -1.91326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 175380 members 
Entering Unmasked Estep 
Score: -19132630.000000 Penalty: 3926.824463
	Iteration 58Q: 3 clusters Score -1.913263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 175392 members 
Entering Unmasked Estep 
Score: -19132644.000000 Penalty: 3926.824463
	Iteration 59Q: 3 clusters Score -1.913264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 175401 members 
Entering Unmasked Estep 
Score: -19132642.000000 Penalty: 3926.824463
	Iteration 60F: 3 clusters Score -1.913264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -19132640.000000 Penalty: 3926.824463
	Iteration 61Q: 3 clusters Score -1.913264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 175421 members 
Entering Unmasked Estep 
Score: -19132644.000000 Penalty: 3926.824463
	Iteration 62Q: 3 clusters Score -1.913264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -19132632.000000 Penalty: 3926.824463
	Iteration 63Q: 3 clusters Score -1.913263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -19132636.000000 Penalty: 3926.824463
	Iteration 64Q: 3 clusters Score -1.913264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 175452 members 
Entering Unmasked Estep 
Score: -19132626.000000 Penalty: 3926.824463
	Iteration 65Q: 3 clusters Score -1.913263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -19132632.000000 Penalty: 3926.824463
	Iteration 66Q: 3 clusters Score -1.913263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 175469 members 
Entering Unmasked Estep 
Score: -19132650.000000 Penalty: 3926.824463
	Iteration 67Q: 3 clusters Score -1.913265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -19132650.000000 Penalty: 3926.824463
	Iteration 68Q: 3 clusters Score -1.913265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 175478 members 
Entering Unmasked Estep 
Score: -19132650.000000 Penalty: 3926.824463
	Iteration 69Q: 3 clusters Score -1.913265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 175483 members 
Entering Unmasked Estep 
Score: -19132642.000000 Penalty: 3926.824463
	Iteration 70Q: 3 clusters Score -1.913264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 175486 members 
Entering Unmasked Estep 
Score: -19132654.000000 Penalty: 3926.824463
	Iteration 71Q: 3 clusters Score -1.913265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 175486 members 
Entering Unmasked Estep 
Score: -19132650.000000 Penalty: 3926.824463
	Iteration 72Q: 3 clusters Score -1.913265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 175486 members 
Entering Unmasked Estep 
Score: -19132650.000000 Penalty: 3926.824463
	Iteration 73F: 3 clusters Score -1.913265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -565210.687500 Penalty: 1391.010010
	Iteration 0F: 2 clusters Score -565210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -561057.062500 Penalty: 2782.020020
	Iteration 0F: 3 clusters Score -561057.1 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -562301.812500 Penalty: 2782.020020
	Iteration 1F: 3 clusters Score -562301.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -562583.812500 Penalty: 2782.020020
	Iteration 2F: 3 clusters Score -562583.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -562865.687500 Penalty: 2782.020020
	Iteration 3F: 3 clusters Score -562865.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -563091.062500 Penalty: 2782.020020
	Iteration 4F: 3 clusters Score -563091.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -563289.750000 Penalty: 2782.020020
	Iteration 5F: 3 clusters Score -563289.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -563494.875000 Penalty: 2782.020020
	Iteration 6Q: 3 clusters Score -563494.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -563667.125000 Penalty: 2782.020020
	Iteration 7Q: 3 clusters Score -563667.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -563812.375000 Penalty: 2782.020020
	Iteration 8Q: 3 clusters Score -563812.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -563903.187500 Penalty: 2782.020020
	Iteration 9Q: 3 clusters Score -563903.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -563967.500000 Penalty: 2782.020020
	Iteration 10Q: 3 clusters Score -563967.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -564009.500000 Penalty: 2782.020020
	Iteration 11Q: 3 clusters Score -564009.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -564030.125000 Penalty: 2782.020020
	Iteration 12Q: 3 clusters Score -564030.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -564047.250000 Penalty: 2782.020020
	Iteration 13Q: 3 clusters Score -564047.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -564061.062500 Penalty: 2782.020020
	Iteration 14Q: 3 clusters Score -564061.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -564071.687500 Penalty: 2782.020020
	Iteration 15Q: 3 clusters Score -564071.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -564079.250000 Penalty: 2782.020020
	Iteration 16Q: 3 clusters Score -564079.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -564081.750000 Penalty: 2782.020020
	Iteration 17Q: 3 clusters Score -564081.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -564087.875000 Penalty: 2782.020020
	Iteration 18Q: 3 clusters Score -564087.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -564090.062500 Penalty: 2782.020020
	Iteration 19Q: 3 clusters Score -564090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -564090.937500 Penalty: 2782.020020
	Iteration 20F: 3 clusters Score -564090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -564093.937500 Penalty: 2782.020020
	Iteration 21Q: 3 clusters Score -564093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -564094.937500 Penalty: 2782.020020
	Iteration 22Q: 3 clusters Score -564094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -564095.500000 Penalty: 2782.020020
	Iteration 23Q: 3 clusters Score -564095.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -564097.562500 Penalty: 2782.020020
	Iteration 24Q: 3 clusters Score -564097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -564097.750000 Penalty: 2782.020020
	Iteration 25Q: 3 clusters Score -564097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -564098.375000 Penalty: 2782.020020
	Iteration 26Q: 3 clusters Score -564098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -564098.500000 Penalty: 2782.020020
	Iteration 27Q: 3 clusters Score -564098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -564099.875000 Penalty: 2782.020020
	Iteration 28Q: 3 clusters Score -564099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -564099.125000 Penalty: 2782.020020
	Iteration 29Q: 3 clusters Score -564099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -564099.687500 Penalty: 2782.020020
	Iteration 30Q: 3 clusters Score -564099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -564100.125000 Penalty: 2782.020020
	Iteration 31Q: 3 clusters Score -564100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -564100.875000 Penalty: 2782.020020
	Iteration 32Q: 3 clusters Score -564100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -564101.687500 Penalty: 2782.020020
	Iteration 33Q: 3 clusters Score -564101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -564102.250000 Penalty: 2782.020020
	Iteration 34Q: 3 clusters Score -564102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -564103.062500 Penalty: 2782.020020
	Iteration 35Q: 3 clusters Score -564103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -564103.062500 Penalty: 2782.020020
	Iteration 36Q: 3 clusters Score -564103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -564103.000000 Penalty: 2782.020020
	Iteration 37Q: 3 clusters Score -564103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -564103.000000 Penalty: 2782.020020
	Iteration 38F: 3 clusters Score -564103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Entering Unmasked Estep 
Score: -3883188.750000 Penalty: 1702.059570
	Iteration 0F: 2 clusters Score -3883189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3859457.000000 Penalty: 3404.119141
	Iteration 0F: 3 clusters Score -3859457 nChanged 16495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3868842.250000 Penalty: 3404.119141
	Iteration 1F: 3 clusters Score -3868842 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3869609.000000 Penalty: 3404.119141
	Iteration 2Q: 3 clusters Score -3869609 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3870684.250000 Penalty: 3404.119141
	Iteration 3F: 3 clusters Score -3870684 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3872099.750000 Penalty: 3404.119141
	Iteration 4F: 3 clusters Score -3872100 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3873828.500000 Penalty: 3404.119141
	Iteration 5F: 3 clusters Score -3873828 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3875826.250000 Penalty: 3404.119141
	Iteration 6F: 3 clusters Score -3875826 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3877384.250000 Penalty: 3404.119141
	Iteration 7F: 3 clusters Score -3877384 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3878101.750000 Penalty: 3404.119141
	Iteration 8Q: 3 clusters Score -3878102 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3878362.250000 Penalty: 3404.119141
	Iteration 9Q: 3 clusters Score -3878362 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3878469.000000 Penalty: 3404.119141
	Iteration 10Q: 3 clusters Score -3878469 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3878543.250000 Penalty: 3404.119141
	Iteration 11Q: 3 clusters Score -3878543 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3878601.500000 Penalty: 3404.119141
	Iteration 12Q: 3 clusters Score -3878602 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3878665.000000 Penalty: 3404.119141
	Iteration 13Q: 3 clusters Score -3878665 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3878687.500000 Penalty: 3404.119141
	Iteration 14Q: 3 clusters Score -3878688 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3878745.750000 Penalty: 3404.119141
	Iteration 15Q: 3 clusters Score -3878746 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3878772.500000 Penalty: 3404.119141
	Iteration 16Q: 3 clusters Score -3878772 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3878816.000000 Penalty: 3404.119141
	Iteration 17Q: 3 clusters Score -3878816 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3878881.500000 Penalty: 3404.119141
	Iteration 18Q: 3 clusters Score -3878882 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3878944.750000 Penalty: 3404.119141
	Iteration 19Q: 3 clusters Score -3878945 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3879011.500000 Penalty: 3404.119141
	Iteration 20F: 3 clusters Score -3879012 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3879092.000000 Penalty: 3404.119141
	Iteration 21Q: 3 clusters Score -3879092 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3879151.250000 Penalty: 3404.119141
	Iteration 22Q: 3 clusters Score -3879151 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3879195.250000 Penalty: 3404.119141
	Iteration 23Q: 3 clusters Score -3879195 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3879257.250000 Penalty: 3404.119141
	Iteration 24Q: 3 clusters Score -3879257 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -3879313.000000 Penalty: 3404.119141
	Iteration 25Q: 3 clusters Score -3879313 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3879350.500000 Penalty: 3404.119141
	Iteration 26Q: 3 clusters Score -3879350 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3879404.500000 Penalty: 3404.119141
	Iteration 27Q: 3 clusters Score -3879404 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3879463.500000 Penalty: 3404.119141
	Iteration 28Q: 3 clusters Score -3879464 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3879513.500000 Penalty: 3404.119141
	Iteration 29Q: 3 clusters Score -3879514 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3879577.000000 Penalty: 3404.119141
	Iteration 30Q: 3 clusters Score -3879577 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3879598.750000 Penalty: 3404.119141
	Iteration 31Q: 3 clusters Score -3879599 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3879662.500000 Penalty: 3404.119141
	Iteration 32Q: 3 clusters Score -3879662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3879709.250000 Penalty: 3404.119141
	Iteration 33Q: 3 clusters Score -3879709 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3879757.750000 Penalty: 3404.119141
	Iteration 34Q: 3 clusters Score -3879758 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3879815.250000 Penalty: 3404.119141
	Iteration 35Q: 3 clusters Score -3879815 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3879875.250000 Penalty: 3404.119141
	Iteration 36Q: 3 clusters Score -3879875 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3879946.000000 Penalty: 3404.119141
	Iteration 37Q: 3 clusters Score -3879946 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3880017.500000 Penalty: 3404.119141
	Iteration 38Q: 3 clusters Score -3880018 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3880074.500000 Penalty: 3404.119141
	Iteration 39Q: 3 clusters Score -3880074 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3880161.250000 Penalty: 3404.119141
	Iteration 40F: 3 clusters Score -3880161 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3880229.500000 Penalty: 3404.119141
	Iteration 41Q: 3 clusters Score -3880230 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3880316.750000 Penalty: 3404.119141
	Iteration 42Q: 3 clusters Score -3880317 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3880413.500000 Penalty: 3404.119141
	Iteration 43Q: 3 clusters Score -3880414 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3880478.250000 Penalty: 3404.119141
	Iteration 44Q: 3 clusters Score -3880478 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3880574.750000 Penalty: 3404.119141
	Iteration 45Q: 3 clusters Score -3880575 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3880647.750000 Penalty: 3404.119141
	Iteration 46Q: 3 clusters Score -3880648 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3880718.750000 Penalty: 3404.119141
	Iteration 47Q: 3 clusters Score -3880719 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3880804.750000 Penalty: 3404.119141
	Iteration 48Q: 3 clusters Score -3880805 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3880891.250000 Penalty: 3404.119141
	Iteration 49Q: 3 clusters Score -3880891 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3880980.250000 Penalty: 3404.119141
	Iteration 50Q: 3 clusters Score -3880980 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3881069.250000 Penalty: 3404.119141
	Iteration 51Q: 3 clusters Score -3881069 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3881159.500000 Penalty: 3404.119141
	Iteration 52Q: 3 clusters Score -3881160 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3881239.750000 Penalty: 3404.119141
	Iteration 53Q: 3 clusters Score -3881240 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3881316.750000 Penalty: 3404.119141
	Iteration 54Q: 3 clusters Score -3881317 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3881374.000000 Penalty: 3404.119141
	Iteration 55Q: 3 clusters Score -3881374 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3881432.500000 Penalty: 3404.119141
	Iteration 56Q: 3 clusters Score -3881432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3881494.750000 Penalty: 3404.119141
	Iteration 57Q: 3 clusters Score -3881495 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3881546.250000 Penalty: 3404.119141
	Iteration 58Q: 3 clusters Score -3881546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3881584.500000 Penalty: 3404.119141
	Iteration 59Q: 3 clusters Score -3881584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3881619.000000 Penalty: 3404.119141
	Iteration 60F: 3 clusters Score -3881619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3881641.000000 Penalty: 3404.119141
	Iteration 61Q: 3 clusters Score -3881641 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3881670.500000 Penalty: 3404.119141
	Iteration 62Q: 3 clusters Score -3881670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3881705.250000 Penalty: 3404.119141
	Iteration 63Q: 3 clusters Score -3881705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3881725.000000 Penalty: 3404.119141
	Iteration 64Q: 3 clusters Score -3881725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3881741.000000 Penalty: 3404.119141
	Iteration 65Q: 3 clusters Score -3881741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3881753.000000 Penalty: 3404.119141
	Iteration 66Q: 3 clusters Score -3881753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3881761.250000 Penalty: 3404.119141
	Iteration 67Q: 3 clusters Score -3881761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3881764.500000 Penalty: 3404.119141
	Iteration 68Q: 3 clusters Score -3881764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3881769.250000 Penalty: 3404.119141
	Iteration 69Q: 3 clusters Score -3881769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3881776.750000 Penalty: 3404.119141
	Iteration 70Q: 3 clusters Score -3881777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3881774.250000 Penalty: 3404.119141
	Iteration 71Q: 3 clusters Score -3881774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3881780.500000 Penalty: 3404.119141
	Iteration 72Q: 3 clusters Score -3881780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3881789.500000 Penalty: 3404.119141
	Iteration 73Q: 3 clusters Score -3881790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3881786.500000 Penalty: 3404.119141
	Iteration 74Q: 3 clusters Score -3881786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3881790.000000 Penalty: 3404.119141
	Iteration 75Q: 3 clusters Score -3881790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3881794.000000 Penalty: 3404.119141
	Iteration 76Q: 3 clusters Score -3881794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3881796.250000 Penalty: 3404.119141
	Iteration 77Q: 3 clusters Score -3881796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3881799.000000 Penalty: 3404.119141
	Iteration 78Q: 3 clusters Score -3881799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3881797.000000 Penalty: 3404.119141
	Iteration 79Q: 3 clusters Score -3881797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3881795.750000 Penalty: 3404.119141
	Iteration 80F: 3 clusters Score -3881796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3881795.000000 Penalty: 3404.119141
	Iteration 81Q: 3 clusters Score -3881795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3881794.500000 Penalty: 3404.119141
	Iteration 82Q: 3 clusters Score -3881794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3881794.500000 Penalty: 3404.119141
	Iteration 83F: 3 clusters Score -3881794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -376573.937500 Penalty: 1335.246094
	Iteration 0F: 2 clusters Score -376573.9 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 1909 members 
Entering Unmasked Estep 
Score: -373488.500000 Penalty: 2670.492188
	Iteration 0F: 3 clusters Score -373488.5 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -374329.406250 Penalty: 2670.492188
	Iteration 1F: 3 clusters Score -374329.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -374676.062500 Penalty: 2670.492188
	Iteration 2F: 3 clusters Score -374676.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -375103.062500 Penalty: 2670.492188
	Iteration 3F: 3 clusters Score -375103.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -375513.687500 Penalty: 2670.492188
	Iteration 4F: 3 clusters Score -375513.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -375774.062500 Penalty: 2670.492188
	Iteration 5F: 3 clusters Score -375774.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -375931.406250 Penalty: 2670.492188
	Iteration 6Q: 3 clusters Score -375931.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -376029.500000 Penalty: 2670.492188
	Iteration 7Q: 3 clusters Score -376029.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -376107.250000 Penalty: 2670.492188
	Iteration 8Q: 3 clusters Score -376107.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -376165.500000 Penalty: 2670.492188
	Iteration 9Q: 3 clusters Score -376165.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -376194.250000 Penalty: 2670.492188
	Iteration 10Q: 3 clusters Score -376194.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -376218.375000 Penalty: 2670.492188
	Iteration 11Q: 3 clusters Score -376218.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -376234.187500 Penalty: 2670.492188
	Iteration 12Q: 3 clusters Score -376234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -376245.187500 Penalty: 2670.492188
	Iteration 13Q: 3 clusters Score -376245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -376249.718750 Penalty: 2670.492188
	Iteration 14Q: 3 clusters Score -376249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -376254.250000 Penalty: 2670.492188
	Iteration 15Q: 3 clusters Score -376254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -376256.031250 Penalty: 2670.492188
	Iteration 16Q: 3 clusters Score -376256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -376255.593750 Penalty: 2670.492188
	Iteration 17Q: 3 clusters Score -376255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -376257.468750 Penalty: 2670.492188
	Iteration 18F: 3 clusters Score -376257.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -376272.812500 Penalty: 2670.492188
	Iteration 19Q: 3 clusters Score -376272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -376275.000000 Penalty: 2670.492188
	Iteration 20F: 3 clusters Score -376275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -376276.750000 Penalty: 2670.492188
	Iteration 21Q: 3 clusters Score -376276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -376277.250000 Penalty: 2670.492188
	Iteration 22Q: 3 clusters Score -376277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -376277.875000 Penalty: 2670.492188
	Iteration 23Q: 3 clusters Score -376277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -376278.437500 Penalty: 2670.492188
	Iteration 24Q: 3 clusters Score -376278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -376278.437500 Penalty: 2670.492188
	Iteration 25F: 3 clusters Score -376278.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155315 members 
Entering Unmasked Estep 
Score: -16847480.000000 Penalty: 1942.396729
	Iteration 0F: 2 clusters Score -1.684748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -16743987.000000 Penalty: 3884.793457
	Iteration 0F: 3 clusters Score -1.674399e+07 nChanged 74845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -16787896.000000 Penalty: 3884.793457
	Iteration 1F: 3 clusters Score -1.67879e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -16788790.000000 Penalty: 3884.793457
	Iteration 2Q: 3 clusters Score -1.678879e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -16789894.000000 Penalty: 3884.793457
	Iteration 3Q: 3 clusters Score -1.678989e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -16791166.000000 Penalty: 3884.793457
	Iteration 4Q: 3 clusters Score -1.679117e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 77602 members 
Entering Unmasked Estep 
Score: -16792960.000000 Penalty: 3884.793457
	Iteration 5Q: 3 clusters Score -1.679296e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -16795780.000000 Penalty: 3884.793457
	Iteration 6Q: 3 clusters Score -1.679578e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -16800208.000000 Penalty: 3884.793457
	Iteration 7Q: 3 clusters Score -1.680021e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78503 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -16806856.000000 Penalty: 3884.793457
	Iteration 8F: 3 clusters Score -1.680686e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -16814112.000000 Penalty: 3884.793457
	Iteration 9F: 3 clusters Score -1.681411e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -16818398.000000 Penalty: 3884.793457
	Iteration 10F: 3 clusters Score -1.68184e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -16819874.000000 Penalty: 3884.793457
	Iteration 11Q: 3 clusters Score -1.681987e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -16820364.000000 Penalty: 3884.793457
	Iteration 12Q: 3 clusters Score -1.682036e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -16820690.000000 Penalty: 3884.793457
	Iteration 13Q: 3 clusters Score -1.682069e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -16821022.000000 Penalty: 3884.793457
	Iteration 14Q: 3 clusters Score -1.682102e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -16821270.000000 Penalty: 3884.793457
	Iteration 15Q: 3 clusters Score -1.682127e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -16821516.000000 Penalty: 3884.793457
	Iteration 16Q: 3 clusters Score -1.682152e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -16821818.000000 Penalty: 3884.793457
	Iteration 17Q: 3 clusters Score -1.682182e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -16822154.000000 Penalty: 3884.793457
	Iteration 18Q: 3 clusters Score -1.682215e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -16822558.000000 Penalty: 3884.793457
	Iteration 19Q: 3 clusters Score -1.682256e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -16822920.000000 Penalty: 3884.793457
	Iteration 20F: 3 clusters Score -1.682292e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -16823286.000000 Penalty: 3884.793457
	Iteration 21Q: 3 clusters Score -1.682329e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -16823828.000000 Penalty: 3884.793457
	Iteration 22Q: 3 clusters Score -1.682383e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -16824288.000000 Penalty: 3884.793457
	Iteration 23Q: 3 clusters Score -1.682429e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -16824878.000000 Penalty: 3884.793457
	Iteration 24Q: 3 clusters Score -1.682488e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -16825510.000000 Penalty: 3884.793457
	Iteration 25Q: 3 clusters Score -1.682551e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -16826224.000000 Penalty: 3884.793457
	Iteration 26Q: 3 clusters Score -1.682622e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -16826850.000000 Penalty: 3884.793457
	Iteration 27Q: 3 clusters Score -1.682685e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -16827654.000000 Penalty: 3884.793457
	Iteration 28Q: 3 clusters Score -1.682765e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -16828470.000000 Penalty: 3884.793457
	Iteration 29Q: 3 clusters Score -1.682847e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -16829354.000000 Penalty: 3884.793457
	Iteration 30Q: 3 clusters Score -1.682935e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -16830128.000000 Penalty: 3884.793457
	Iteration 31Q: 3 clusters Score -1.683013e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -16830938.000000 Penalty: 3884.793457
	Iteration 32Q: 3 clusters Score -1.683094e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -16831714.000000 Penalty: 3884.793457
	Iteration 33Q: 3 clusters Score -1.683171e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 95803 members 
Entering Unmasked Estep 
Score: -16832354.000000 Penalty: 3884.793457
	Iteration 34Q: 3 clusters Score -1.683235e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -16832952.000000 Penalty: 3884.793457
	Iteration 35Q: 3 clusters Score -1.683295e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -16833418.000000 Penalty: 3884.793457
	Iteration 36Q: 3 clusters Score -1.683342e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -16833822.000000 Penalty: 3884.793457
	Iteration 37Q: 3 clusters Score -1.683382e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 102476 members 
Entering Unmasked Estep 
Score: -16834288.000000 Penalty: 3884.793457
	Iteration 38Q: 3 clusters Score -1.683429e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -16834576.000000 Penalty: 3884.793457
	Iteration 39Q: 3 clusters Score -1.683458e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 105718 members 
Entering Unmasked Estep 
Score: -16835078.000000 Penalty: 3884.793457
	Iteration 40F: 3 clusters Score -1.683508e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 107467 members 
Entering Unmasked Estep 
Score: -16835518.000000 Penalty: 3884.793457
	Iteration 41Q: 3 clusters Score -1.683552e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 109210 members 
Entering Unmasked Estep 
Score: -16835868.000000 Penalty: 3884.793457
	Iteration 42Q: 3 clusters Score -1.683587e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 110883 members 
Entering Unmasked Estep 
Score: -16836240.000000 Penalty: 3884.793457
	Iteration 43Q: 3 clusters Score -1.683624e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -16836596.000000 Penalty: 3884.793457
	Iteration 44Q: 3 clusters Score -1.68366e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -16836980.000000 Penalty: 3884.793457
	Iteration 45Q: 3 clusters Score -1.683698e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 116096 members 
Entering Unmasked Estep 
Score: -16837414.000000 Penalty: 3884.793457
	Iteration 46Q: 3 clusters Score -1.683741e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -16837782.000000 Penalty: 3884.793457
	Iteration 47Q: 3 clusters Score -1.683778e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 119571 members 
Entering Unmasked Estep 
Score: -16838246.000000 Penalty: 3884.793457
	Iteration 48Q: 3 clusters Score -1.683825e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -16838704.000000 Penalty: 3884.793457
	Iteration 49Q: 3 clusters Score -1.68387e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 122808 members 
Entering Unmasked Estep 
Score: -16839148.000000 Penalty: 3884.793457
	Iteration 50Q: 3 clusters Score -1.683915e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 124341 members 
Entering Unmasked Estep 
Score: -16839574.000000 Penalty: 3884.793457
	Iteration 51Q: 3 clusters Score -1.683957e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 125862 members 
Entering Unmasked Estep 
Score: -16840026.000000 Penalty: 3884.793457
	Iteration 52Q: 3 clusters Score -1.684003e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 127346 members 
Entering Unmasked Estep 
Score: -16840464.000000 Penalty: 3884.793457
	Iteration 53Q: 3 clusters Score -1.684046e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 128718 members 
Entering Unmasked Estep 
Score: -16840792.000000 Penalty: 3884.793457
	Iteration 54Q: 3 clusters Score -1.684079e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 130053 members 
Entering Unmasked Estep 
Score: -16841182.000000 Penalty: 3884.793457
	Iteration 55Q: 3 clusters Score -1.684118e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 131348 members 
Entering Unmasked Estep 
Score: -16841550.000000 Penalty: 3884.793457
	Iteration 56Q: 3 clusters Score -1.684155e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 132531 members 
Entering Unmasked Estep 
Score: -16841862.000000 Penalty: 3884.793457
	Iteration 57Q: 3 clusters Score -1.684186e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -16842162.000000 Penalty: 3884.793457
	Iteration 58Q: 3 clusters Score -1.684216e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -16842452.000000 Penalty: 3884.793457
	Iteration 59Q: 3 clusters Score -1.684245e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 135802 members 
Entering Unmasked Estep 
Score: -16842758.000000 Penalty: 3884.793457
	Iteration 60F: 3 clusters Score -1.684276e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 136807 members 
Entering Unmasked Estep 
Score: -16843186.000000 Penalty: 3884.793457
	Iteration 61Q: 3 clusters Score -1.684319e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 137790 members 
Entering Unmasked Estep 
Score: -16843464.000000 Penalty: 3884.793457
	Iteration 62Q: 3 clusters Score -1.684346e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 138706 members 
Entering Unmasked Estep 
Score: -16843668.000000 Penalty: 3884.793457
	Iteration 63Q: 3 clusters Score -1.684367e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -16843896.000000 Penalty: 3884.793457
	Iteration 64Q: 3 clusters Score -1.68439e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 140352 members 
Entering Unmasked Estep 
Score: -16844074.000000 Penalty: 3884.793457
	Iteration 65Q: 3 clusters Score -1.684407e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 141105 members 
Entering Unmasked Estep 
Score: -16844256.000000 Penalty: 3884.793457
	Iteration 66Q: 3 clusters Score -1.684426e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -16844446.000000 Penalty: 3884.793457
	Iteration 67Q: 3 clusters Score -1.684445e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 142442 members 
Entering Unmasked Estep 
Score: -16844564.000000 Penalty: 3884.793457
	Iteration 68Q: 3 clusters Score -1.684456e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -16844704.000000 Penalty: 3884.793457
	Iteration 69Q: 3 clusters Score -1.68447e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -16844788.000000 Penalty: 3884.793457
	Iteration 70Q: 3 clusters Score -1.684479e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 144080 members 
Entering Unmasked Estep 
Score: -16844876.000000 Penalty: 3884.793457
	Iteration 71Q: 3 clusters Score -1.684488e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 144508 members 
Entering Unmasked Estep 
Score: -16844986.000000 Penalty: 3884.793457
	Iteration 72Q: 3 clusters Score -1.684499e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 144921 members 
Entering Unmasked Estep 
Score: -16845050.000000 Penalty: 3884.793457
	Iteration 73Q: 3 clusters Score -1.684505e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 145330 members 
Entering Unmasked Estep 
Score: -16845130.000000 Penalty: 3884.793457
	Iteration 74Q: 3 clusters Score -1.684513e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 145726 members 
Entering Unmasked Estep 
Score: -16845184.000000 Penalty: 3884.793457
	Iteration 75Q: 3 clusters Score -1.684518e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 146108 members 
Entering Unmasked Estep 
Score: -16845184.000000 Penalty: 3884.793457
	Iteration 76Q: 3 clusters Score -1.684518e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 146467 members 
Entering Unmasked Estep 
Score: -16845232.000000 Penalty: 3884.793457
	Iteration 77Q: 3 clusters Score -1.684523e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 146787 members 
Entering Unmasked Estep 
Score: -16845224.000000 Penalty: 3884.793457
	Iteration 78Q: 3 clusters Score -1.684522e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -16845260.000000 Penalty: 3884.793457
	Iteration 79Q: 3 clusters Score -1.684526e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 147350 members 
Entering Unmasked Estep 
Score: -16845298.000000 Penalty: 3884.793457
	Iteration 80F: 3 clusters Score -1.68453e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 147601 members 
Entering Unmasked Estep 
Score: -16845352.000000 Penalty: 3884.793457
	Iteration 81Q: 3 clusters Score -1.684535e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -16845376.000000 Penalty: 3884.793457
	Iteration 82Q: 3 clusters Score -1.684538e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -16845380.000000 Penalty: 3884.793457
	Iteration 83Q: 3 clusters Score -1.684538e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -16845420.000000 Penalty: 3884.793457
	Iteration 84Q: 3 clusters Score -1.684542e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 148537 members 
Entering Unmasked Estep 
Score: -16845432.000000 Penalty: 3884.793457
	Iteration 85Q: 3 clusters Score -1.684543e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 148740 members 
Entering Unmasked Estep 
Score: -16845436.000000 Penalty: 3884.793457
	Iteration 86Q: 3 clusters Score -1.684544e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 148922 members 
Entering Unmasked Estep 
Score: -16845458.000000 Penalty: 3884.793457
	Iteration 87Q: 3 clusters Score -1.684546e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 149098 members 
Entering Unmasked Estep 
Score: -16845472.000000 Penalty: 3884.793457
	Iteration 88Q: 3 clusters Score -1.684547e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 149278 members 
Entering Unmasked Estep 
Score: -16845486.000000 Penalty: 3884.793457
	Iteration 89Q: 3 clusters Score -1.684549e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 149444 members 
Entering Unmasked Estep 
Score: -16845494.000000 Penalty: 3884.793457
	Iteration 90Q: 3 clusters Score -1.684549e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 149628 members 
Entering Unmasked Estep 
Score: -16845554.000000 Penalty: 3884.793457
	Iteration 91Q: 3 clusters Score -1.684555e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -16845550.000000 Penalty: 3884.793457
	Iteration 92Q: 3 clusters Score -1.684555e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 149956 members 
Entering Unmasked Estep 
Score: -16845556.000000 Penalty: 3884.793457
	Iteration 93Q: 3 clusters Score -1.684556e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 150095 members 
Entering Unmasked Estep 
Score: -16845572.000000 Penalty: 3884.793457
	Iteration 94Q: 3 clusters Score -1.684557e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 150226 members 
Entering Unmasked Estep 
Score: -16845626.000000 Penalty: 3884.793457
	Iteration 95Q: 3 clusters Score -1.684563e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 150375 members 
Entering Unmasked Estep 
Score: -16845624.000000 Penalty: 3884.793457
	Iteration 96Q: 3 clusters Score -1.684562e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 150517 members 
Entering Unmasked Estep 
Score: -16845694.000000 Penalty: 3884.793457
	Iteration 97Q: 3 clusters Score -1.684569e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 150666 members 
Entering Unmasked Estep 
Score: -16845778.000000 Penalty: 3884.793457
	Iteration 98Q: 3 clusters Score -1.684578e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 150812 members 
Entering Unmasked Estep 
Score: -16845778.000000 Penalty: 3884.793457
	Iteration 99Q: 3 clusters Score -1.684578e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 150962 members 
Entering Unmasked Estep 
Score: -16845786.000000 Penalty: 3884.793457
	Iteration 100F: 3 clusters Score -1.684579e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -16845858.000000 Penalty: 3884.793457
	Iteration 101Q: 3 clusters Score -1.684586e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 151208 members 
Entering Unmasked Estep 
Score: -16845874.000000 Penalty: 3884.793457
	Iteration 102Q: 3 clusters Score -1.684587e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 151314 members 
Entering Unmasked Estep 
Score: -16845876.000000 Penalty: 3884.793457
	Iteration 103Q: 3 clusters Score -1.684588e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 151396 members 
Entering Unmasked Estep 
Score: -16845848.000000 Penalty: 3884.793457
	Iteration 104Q: 3 clusters Score -1.684585e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 151469 members 
Entering Unmasked Estep 
Score: -16845838.000000 Penalty: 3884.793457
	Iteration 105Q: 3 clusters Score -1.684584e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 151539 members 
Entering Unmasked Estep 
Score: -16845840.000000 Penalty: 3884.793457
	Iteration 106Q: 3 clusters Score -1.684584e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 151609 members 
Entering Unmasked Estep 
Score: -16845858.000000 Penalty: 3884.793457
	Iteration 107Q: 3 clusters Score -1.684586e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 151668 members 
Entering Unmasked Estep 
Score: -16845866.000000 Penalty: 3884.793457
	Iteration 108Q: 3 clusters Score -1.684587e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -16845898.000000 Penalty: 3884.793457
	Iteration 109Q: 3 clusters Score -1.68459e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 151788 members 
Entering Unmasked Estep 
Score: -16845908.000000 Penalty: 3884.793457
	Iteration 110Q: 3 clusters Score -1.684591e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 151845 members 
Entering Unmasked Estep 
Score: -16845892.000000 Penalty: 3884.793457
	Iteration 111Q: 3 clusters Score -1.684589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 151902 members 
Entering Unmasked Estep 
Score: -16845918.000000 Penalty: 3884.793457
	Iteration 112Q: 3 clusters Score -1.684592e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 151964 members 
Entering Unmasked Estep 
Score: -16845924.000000 Penalty: 3884.793457
	Iteration 113Q: 3 clusters Score -1.684592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 152015 members 
Entering Unmasked Estep 
Score: -16845950.000000 Penalty: 3884.793457
	Iteration 114Q: 3 clusters Score -1.684595e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 152068 members 
Entering Unmasked Estep 
Score: -16845952.000000 Penalty: 3884.793457
	Iteration 115Q: 3 clusters Score -1.684595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 152115 members 
Entering Unmasked Estep 
Score: -16845942.000000 Penalty: 3884.793457
	Iteration 116Q: 3 clusters Score -1.684594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -16845962.000000 Penalty: 3884.793457
	Iteration 117Q: 3 clusters Score -1.684596e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 152199 members 
Entering Unmasked Estep 
Score: -16845938.000000 Penalty: 3884.793457
	Iteration 118Q: 3 clusters Score -1.684594e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 152242 members 
Entering Unmasked Estep 
Score: -16845950.000000 Penalty: 3884.793457
	Iteration 119Q: 3 clusters Score -1.684595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 152281 members 
Entering Unmasked Estep 
Score: -16845944.000000 Penalty: 3884.793457
	Iteration 120F: 3 clusters Score -1.684594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -16845934.000000 Penalty: 3884.793457
	Iteration 121Q: 3 clusters Score -1.684593e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -16845918.000000 Penalty: 3884.793457
	Iteration 122Q: 3 clusters Score -1.684592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -16845934.000000 Penalty: 3884.793457
	Iteration 123Q: 3 clusters Score -1.684593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 152440 members 
Entering Unmasked Estep 
Score: -16845950.000000 Penalty: 3884.793457
	Iteration 124Q: 3 clusters Score -1.684595e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -16845954.000000 Penalty: 3884.793457
	Iteration 125Q: 3 clusters Score -1.684595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 152505 members 
Entering Unmasked Estep 
Score: -16845946.000000 Penalty: 3884.793457
	Iteration 126Q: 3 clusters Score -1.684595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 152530 members 
Entering Unmasked Estep 
Score: -16845958.000000 Penalty: 3884.793457
	Iteration 127Q: 3 clusters Score -1.684596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 152556 members 
Entering Unmasked Estep 
Score: -16845956.000000 Penalty: 3884.793457
	Iteration 128Q: 3 clusters Score -1.684596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -16845946.000000 Penalty: 3884.793457
	Iteration 129Q: 3 clusters Score -1.684595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 152615 members 
Entering Unmasked Estep 
Score: -16845950.000000 Penalty: 3884.793457
	Iteration 130Q: 3 clusters Score -1.684595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 152641 members 
Entering Unmasked Estep 
Score: -16845952.000000 Penalty: 3884.793457
	Iteration 131Q: 3 clusters Score -1.684595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 152667 members 
Entering Unmasked Estep 
Score: -16845944.000000 Penalty: 3884.793457
	Iteration 132Q: 3 clusters Score -1.684594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 152695 members 
Entering Unmasked Estep 
Score: -16845954.000000 Penalty: 3884.793457
	Iteration 133Q: 3 clusters Score -1.684595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -16845966.000000 Penalty: 3884.793457
	Iteration 134Q: 3 clusters Score -1.684597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 152734 members 
Entering Unmasked Estep 
Score: -16845974.000000 Penalty: 3884.793457
	Iteration 135Q: 3 clusters Score -1.684597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -16845960.000000 Penalty: 3884.793457
	Iteration 136Q: 3 clusters Score -1.684596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 152777 members 
Entering Unmasked Estep 
Score: -16845972.000000 Penalty: 3884.793457
	Iteration 137Q: 3 clusters Score -1.684597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -16845962.000000 Penalty: 3884.793457
	Iteration 138Q: 3 clusters Score -1.684596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 152809 members 
Entering Unmasked Estep 
Score: -16845952.000000 Penalty: 3884.793457
	Iteration 139Q: 3 clusters Score -1.684595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 152824 members 
Entering Unmasked Estep 
Score: -16845962.000000 Penalty: 3884.793457
	Iteration 140F: 3 clusters Score -1.684596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 152834 members 
Entering Unmasked Estep 
Score: -16845972.000000 Penalty: 3884.793457
	Iteration 141Q: 3 clusters Score -1.684597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 152849 members 
Entering Unmasked Estep 
Score: -16845972.000000 Penalty: 3884.793457
	Iteration 142Q: 3 clusters Score -1.684597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 152864 members 
Entering Unmasked Estep 
Score: -16845976.000000 Penalty: 3884.793457
	Iteration 143Q: 3 clusters Score -1.684598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 152876 members 
Entering Unmasked Estep 
Score: -16845988.000000 Penalty: 3884.793457
	Iteration 144Q: 3 clusters Score -1.684599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 152884 members 
Entering Unmasked Estep 
Score: -16845974.000000 Penalty: 3884.793457
	Iteration 145Q: 3 clusters Score -1.684597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -16845960.000000 Penalty: 3884.793457
	Iteration 146Q: 3 clusters Score -1.684596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 152899 members 
Entering Unmasked Estep 
Score: -16845968.000000 Penalty: 3884.793457
	Iteration 147Q: 3 clusters Score -1.684597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 152905 members 
Entering Unmasked Estep 
Score: -16845950.000000 Penalty: 3884.793457
	Iteration 148Q: 3 clusters Score -1.684595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -16845958.000000 Penalty: 3884.793457
	Iteration 149Q: 3 clusters Score -1.684596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -16845978.000000 Penalty: 3884.793457
	Iteration 150Q: 3 clusters Score -1.684598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 152926 members 
Entering Unmasked Estep 
Score: -16845970.000000 Penalty: 3884.793457
	Iteration 151Q: 3 clusters Score -1.684597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 152932 members 
Entering Unmasked Estep 
Score: -16845974.000000 Penalty: 3884.793457
	Iteration 152Q: 3 clusters Score -1.684597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -16845978.000000 Penalty: 3884.793457
	Iteration 153Q: 3 clusters Score -1.684598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 152938 members 
Entering Unmasked Estep 
Score: -16845980.000000 Penalty: 3884.793457
	Iteration 154Q: 3 clusters Score -1.684598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 152937 members 
Entering Unmasked Estep 
Score: -16845982.000000 Penalty: 3884.793457
	Iteration 155Q: 3 clusters Score -1.684598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 152936 members 
Entering Unmasked Estep 
Score: -16845978.000000 Penalty: 3884.793457
	Iteration 156Q: 3 clusters Score -1.684598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 152936 members 
Entering Unmasked Estep 
Score: -16845978.000000 Penalty: 3884.793457
	Iteration 157F: 3 clusters Score -1.684598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Entering Unmasked Estep 
Score: -3896646.250000 Penalty: 1702.554688
	Iteration 0F: 2 clusters Score -3896646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3872867.500000 Penalty: 3405.109375
	Iteration 0F: 3 clusters Score -3872868 nChanged 16398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -3882024.500000 Penalty: 3405.109375
	Iteration 1F: 3 clusters Score -3882024 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3882420.000000 Penalty: 3405.109375
	Iteration 2Q: 3 clusters Score -3882420 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3882819.500000 Penalty: 3405.109375
	Iteration 3Q: 3 clusters Score -3882820 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3883295.500000 Penalty: 3405.109375
	Iteration 4Q: 3 clusters Score -3883296 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3883971.000000 Penalty: 3405.109375
	Iteration 5Q: 3 clusters Score -3883971 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3884985.000000 Penalty: 3405.109375
	Iteration 6F: 3 clusters Score -3884985 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3886574.750000 Penalty: 3405.109375
	Iteration 7F: 3 clusters Score -3886575 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3888828.250000 Penalty: 3405.109375
	Iteration 8F: 3 clusters Score -3888828 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3891130.750000 Penalty: 3405.109375
	Iteration 9F: 3 clusters Score -3891131 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3892967.750000 Penalty: 3405.109375
	Iteration 10F: 3 clusters Score -3892968 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3894034.250000 Penalty: 3405.109375
	Iteration 11Q: 3 clusters Score -3894034 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3894712.750000 Penalty: 3405.109375
	Iteration 12Q: 3 clusters Score -3894713 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3895029.750000 Penalty: 3405.109375
	Iteration 13Q: 3 clusters Score -3895030 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3895208.500000 Penalty: 3405.109375
	Iteration 14Q: 3 clusters Score -3895208 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3895307.000000 Penalty: 3405.109375
	Iteration 15Q: 3 clusters Score -3895307 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3895377.250000 Penalty: 3405.109375
	Iteration 16Q: 3 clusters Score -3895377 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3895430.000000 Penalty: 3405.109375
	Iteration 17Q: 3 clusters Score -3895430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3895452.000000 Penalty: 3405.109375
	Iteration 18Q: 3 clusters Score -3895452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3895485.000000 Penalty: 3405.109375
	Iteration 19Q: 3 clusters Score -3895485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3895508.000000 Penalty: 3405.109375
	Iteration 20F: 3 clusters Score -3895508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3895519.250000 Penalty: 3405.109375
	Iteration 21Q: 3 clusters Score -3895519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3895523.750000 Penalty: 3405.109375
	Iteration 22Q: 3 clusters Score -3895524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3895527.250000 Penalty: 3405.109375
	Iteration 23Q: 3 clusters Score -3895527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3895530.250000 Penalty: 3405.109375
	Iteration 24Q: 3 clusters Score -3895530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3895534.750000 Penalty: 3405.109375
	Iteration 25Q: 3 clusters Score -3895535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3895535.000000 Penalty: 3405.109375
	Iteration 26Q: 3 clusters Score -3895535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3895535.500000 Penalty: 3405.109375
	Iteration 27Q: 3 clusters Score -3895536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3895539.750000 Penalty: 3405.109375
	Iteration 28Q: 3 clusters Score -3895540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3895540.000000 Penalty: 3405.109375
	Iteration 29Q: 3 clusters Score -3895540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3895539.500000 Penalty: 3405.109375
	Iteration 30Q: 3 clusters Score -3895540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3895539.500000 Penalty: 3405.109375
	Iteration 31F: 3 clusters Score -3895540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Entering Unmasked Estep 
Score: -357937.406250 Penalty: 1330.074219
	Iteration 0F: 2 clusters Score -357937.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -355025.375000 Penalty: 2660.148438
	Iteration 0F: 3 clusters Score -355025.4 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -356156.500000 Penalty: 2660.148438
	Iteration 1F: 3 clusters Score -356156.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -356606.437500 Penalty: 2660.148438
	Iteration 2F: 3 clusters Score -356606.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -357110.093750 Penalty: 2660.148438
	Iteration 3F: 3 clusters Score -357110.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -357624.875000 Penalty: 2660.148438
	Iteration 4F: 3 clusters Score -357624.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -358096.468750 Penalty: 2660.148438
	Iteration 5F: 3 clusters Score -358096.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -358384.312500 Penalty: 2660.148438
	Iteration 6F: 3 clusters Score -358384.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -358612.687500 Penalty: 2660.148438
	Iteration 7F: 3 clusters Score -358612.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -358784.062500 Penalty: 2660.148438
	Iteration 8Q: 3 clusters Score -358784.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -358897.500000 Penalty: 2660.148438
	Iteration 9Q: 3 clusters Score -358897.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -358968.625000 Penalty: 2660.148438
	Iteration 10Q: 3 clusters Score -358968.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -359002.500000 Penalty: 2660.148438
	Iteration 11Q: 3 clusters Score -359002.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -359020.468750 Penalty: 2660.148438
	Iteration 12Q: 3 clusters Score -359020.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -359030.343750 Penalty: 2660.148438
	Iteration 13Q: 3 clusters Score -359030.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -359036.093750 Penalty: 2660.148438
	Iteration 14Q: 3 clusters Score -359036.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -359040.812500 Penalty: 2660.148438
	Iteration 15Q: 3 clusters Score -359040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -359042.437500 Penalty: 2660.148438
	Iteration 16Q: 3 clusters Score -359042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -359042.437500 Penalty: 2660.148438
	Iteration 17F: 3 clusters Score -359042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 75915 members 
Mstep: Class 3 contains 176230 members 
Mstep: Class 4 contains 41386 members 
Mstep: Class 5 contains 69582 members 
Mstep: Class 6 contains 45726 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 176758 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 35391 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 3227 members 
Mstep: Class 14 contains 155315 members 
Mstep: Class 16 contains 35499 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 48400 members 
Mstep: Class 20 contains 5409 members 
Entering Unmasked Estep 
Score: -93850024.000000 Penalty: 37823.148438
Splitting cluster 18 changes total score from -93849424.000000 to -93850024.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 19 (48400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Entering Unmasked Estep 
Score: -5093070.000000 Penalty: 1752.928955
	Iteration 0F: 2 clusters Score -5093070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -5060720.000000 Penalty: 3505.857910
	Iteration 0F: 3 clusters Score -5060720 nChanged 22710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -5073529.500000 Penalty: 3505.857910
	Iteration 1F: 3 clusters Score -5073530 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -5074127.500000 Penalty: 3505.857910
	Iteration 2Q: 3 clusters Score -5074128 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -5074978.500000 Penalty: 3505.857910
	Iteration 3Q: 3 clusters Score -5074978 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5076233.500000 Penalty: 3505.857910
	Iteration 4F: 3 clusters Score -5076234 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -5077989.000000 Penalty: 3505.857910
	Iteration 5F: 3 clusters Score -5077989 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5080004.000000 Penalty: 3505.857910
	Iteration 6F: 3 clusters Score -5080004 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -5081871.500000 Penalty: 3505.857910
	Iteration 7F: 3 clusters Score -5081872 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -5083051.500000 Penalty: 3505.857910
	Iteration 8F: 3 clusters Score -5083052 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5083703.500000 Penalty: 3505.857910
	Iteration 9Q: 3 clusters Score -5083704 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -5084100.000000 Penalty: 3505.857910
	Iteration 10Q: 3 clusters Score -5084100 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -5084411.500000 Penalty: 3505.857910
	Iteration 11Q: 3 clusters Score -5084412 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -5084694.000000 Penalty: 3505.857910
	Iteration 12Q: 3 clusters Score -5084694 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -5084904.500000 Penalty: 3505.857910
	Iteration 13Q: 3 clusters Score -5084904 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -5085107.500000 Penalty: 3505.857910
	Iteration 14Q: 3 clusters Score -5085108 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -5085301.500000 Penalty: 3505.857910
	Iteration 15Q: 3 clusters Score -5085302 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -5085490.000000 Penalty: 3505.857910
	Iteration 16Q: 3 clusters Score -5085490 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -5085641.500000 Penalty: 3505.857910
	Iteration 17Q: 3 clusters Score -5085642 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -5085784.000000 Penalty: 3505.857910
	Iteration 18Q: 3 clusters Score -5085784 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -5085951.500000 Penalty: 3505.857910
	Iteration 19Q: 3 clusters Score -5085952 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -5086131.000000 Penalty: 3505.857910
	Iteration 20F: 3 clusters Score -5086131 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5086272.500000 Penalty: 3505.857910
	Iteration 21Q: 3 clusters Score -5086272 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5086413.500000 Penalty: 3505.857910
	Iteration 22Q: 3 clusters Score -5086414 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5086558.000000 Penalty: 3505.857910
	Iteration 23Q: 3 clusters Score -5086558 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -5086708.000000 Penalty: 3505.857910
	Iteration 24Q: 3 clusters Score -5086708 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -5086873.500000 Penalty: 3505.857910
	Iteration 25Q: 3 clusters Score -5086874 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -5087081.500000 Penalty: 3505.857910
	Iteration 26Q: 3 clusters Score -5087082 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -5087254.000000 Penalty: 3505.857910
	Iteration 27Q: 3 clusters Score -5087254 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -5087433.500000 Penalty: 3505.857910
	Iteration 28Q: 3 clusters Score -5087434 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -5087653.500000 Penalty: 3505.857910
	Iteration 29Q: 3 clusters Score -5087654 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -5087928.000000 Penalty: 3505.857910
	Iteration 30Q: 3 clusters Score -5087928 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -5088118.000000 Penalty: 3505.857910
	Iteration 31Q: 3 clusters Score -5088118 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -5088351.500000 Penalty: 3505.857910
	Iteration 32Q: 3 clusters Score -5088352 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -5088554.000000 Penalty: 3505.857910
	Iteration 33Q: 3 clusters Score -5088554 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -5088768.500000 Penalty: 3505.857910
	Iteration 34Q: 3 clusters Score -5088768 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -5088963.500000 Penalty: 3505.857910
	Iteration 35Q: 3 clusters Score -5088964 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -5089147.000000 Penalty: 3505.857910
	Iteration 36Q: 3 clusters Score -5089147 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5089287.000000 Penalty: 3505.857910
	Iteration 37Q: 3 clusters Score -5089287 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -5089470.500000 Penalty: 3505.857910
	Iteration 38Q: 3 clusters Score -5089470 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -5089616.500000 Penalty: 3505.857910
	Iteration 39Q: 3 clusters Score -5089616 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -5089752.000000 Penalty: 3505.857910
	Iteration 40F: 3 clusters Score -5089752 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -5089862.000000 Penalty: 3505.857910
	Iteration 41Q: 3 clusters Score -5089862 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -5089954.500000 Penalty: 3505.857910
	Iteration 42Q: 3 clusters Score -5089954 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -5090100.000000 Penalty: 3505.857910
	Iteration 43Q: 3 clusters Score -5090100 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -5090292.500000 Penalty: 3505.857910
	Iteration 44Q: 3 clusters Score -5090292 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -5090458.500000 Penalty: 3505.857910
	Iteration 45Q: 3 clusters Score -5090458 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5090603.000000 Penalty: 3505.857910
	Iteration 46Q: 3 clusters Score -5090603 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5090745.000000 Penalty: 3505.857910
	Iteration 47Q: 3 clusters Score -5090745 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -5090864.000000 Penalty: 3505.857910
	Iteration 48Q: 3 clusters Score -5090864 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -5090946.000000 Penalty: 3505.857910
	Iteration 49Q: 3 clusters Score -5090946 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5091017.000000 Penalty: 3505.857910
	Iteration 50Q: 3 clusters Score -5091017 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5091079.000000 Penalty: 3505.857910
	Iteration 51Q: 3 clusters Score -5091079 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5091143.000000 Penalty: 3505.857910
	Iteration 52Q: 3 clusters Score -5091143 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5091223.500000 Penalty: 3505.857910
	Iteration 53Q: 3 clusters Score -5091224 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5091273.500000 Penalty: 3505.857910
	Iteration 54Q: 3 clusters Score -5091274 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -5091301.000000 Penalty: 3505.857910
	Iteration 55Q: 3 clusters Score -5091301 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -5091338.000000 Penalty: 3505.857910
	Iteration 56Q: 3 clusters Score -5091338 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -5091366.500000 Penalty: 3505.857910
	Iteration 57Q: 3 clusters Score -5091366 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -5091386.000000 Penalty: 3505.857910
	Iteration 58Q: 3 clusters Score -5091386 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5091413.000000 Penalty: 3505.857910
	Iteration 59Q: 3 clusters Score -5091413 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -5091450.000000 Penalty: 3505.857910
	Iteration 60F: 3 clusters Score -5091450 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5091465.000000 Penalty: 3505.857910
	Iteration 61Q: 3 clusters Score -5091465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5091497.000000 Penalty: 3505.857910
	Iteration 62Q: 3 clusters Score -5091497 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -5091520.000000 Penalty: 3505.857910
	Iteration 63Q: 3 clusters Score -5091520 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -5091538.000000 Penalty: 3505.857910
	Iteration 64Q: 3 clusters Score -5091538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -5091555.000000 Penalty: 3505.857910
	Iteration 65Q: 3 clusters Score -5091555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -5091572.000000 Penalty: 3505.857910
	Iteration 66Q: 3 clusters Score -5091572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -5091579.500000 Penalty: 3505.857910
	Iteration 67Q: 3 clusters Score -5091580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -5091588.000000 Penalty: 3505.857910
	Iteration 68Q: 3 clusters Score -5091588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -5091592.500000 Penalty: 3505.857910
	Iteration 69Q: 3 clusters Score -5091592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -5091597.000000 Penalty: 3505.857910
	Iteration 70Q: 3 clusters Score -5091597 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5091609.000000 Penalty: 3505.857910
	Iteration 71Q: 3 clusters Score -5091609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -5091615.000000 Penalty: 3505.857910
	Iteration 72Q: 3 clusters Score -5091615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -5091629.000000 Penalty: 3505.857910
	Iteration 73Q: 3 clusters Score -5091629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -5091628.500000 Penalty: 3505.857910
	Iteration 74Q: 3 clusters Score -5091628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -5091634.000000 Penalty: 3505.857910
	Iteration 75Q: 3 clusters Score -5091634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -5091654.000000 Penalty: 3505.857910
	Iteration 76Q: 3 clusters Score -5091654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -5091658.500000 Penalty: 3505.857910
	Iteration 77Q: 3 clusters Score -5091658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -5091669.500000 Penalty: 3505.857910
	Iteration 78Q: 3 clusters Score -5091670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -5091671.500000 Penalty: 3505.857910
	Iteration 79Q: 3 clusters Score -5091672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -5091665.500000 Penalty: 3505.857910
	Iteration 80F: 3 clusters Score -5091666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5091674.500000 Penalty: 3505.857910
	Iteration 81Q: 3 clusters Score -5091674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -5091681.500000 Penalty: 3505.857910
	Iteration 82Q: 3 clusters Score -5091682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -5091705.500000 Penalty: 3505.857910
	Iteration 83Q: 3 clusters Score -5091706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5091723.000000 Penalty: 3505.857910
	Iteration 84Q: 3 clusters Score -5091723 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -5091715.500000 Penalty: 3505.857910
	Iteration 85Q: 3 clusters Score -5091716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5091731.500000 Penalty: 3505.857910
	Iteration 86Q: 3 clusters Score -5091732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -5091745.500000 Penalty: 3505.857910
	Iteration 87Q: 3 clusters Score -5091746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -5091758.000000 Penalty: 3505.857910
	Iteration 88Q: 3 clusters Score -5091758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5091757.500000 Penalty: 3505.857910
	Iteration 89Q: 3 clusters Score -5091758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -5091764.500000 Penalty: 3505.857910
	Iteration 90Q: 3 clusters Score -5091764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -5091772.000000 Penalty: 3505.857910
	Iteration 91Q: 3 clusters Score -5091772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5091778.000000 Penalty: 3505.857910
	Iteration 92Q: 3 clusters Score -5091778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -5091778.500000 Penalty: 3505.857910
	Iteration 93Q: 3 clusters Score -5091778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5091778.500000 Penalty: 3505.857910
	Iteration 94Q: 3 clusters Score -5091778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5091788.000000 Penalty: 3505.857910
	Iteration 95Q: 3 clusters Score -5091788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5091797.000000 Penalty: 3505.857910
	Iteration 96Q: 3 clusters Score -5091797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -5091785.500000 Penalty: 3505.857910
	Iteration 97Q: 3 clusters Score -5091786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -5091786.500000 Penalty: 3505.857910
	Iteration 98Q: 3 clusters Score -5091786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -5091786.000000 Penalty: 3505.857910
	Iteration 99Q: 3 clusters Score -5091786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -5091788.000000 Penalty: 3505.857910
	Iteration 100F: 3 clusters Score -5091788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -5091790.500000 Penalty: 3505.857910
	Iteration 101Q: 3 clusters Score -5091790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -5091797.500000 Penalty: 3505.857910
	Iteration 102Q: 3 clusters Score -5091798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -5091796.000000 Penalty: 3505.857910
	Iteration 103Q: 3 clusters Score -5091796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -5091795.500000 Penalty: 3505.857910
	Iteration 104Q: 3 clusters Score -5091796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -5091797.000000 Penalty: 3505.857910
	Iteration 105Q: 3 clusters Score -5091797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -5091792.500000 Penalty: 3505.857910
	Iteration 106Q: 3 clusters Score -5091792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -5091801.500000 Penalty: 3505.857910
	Iteration 107Q: 3 clusters Score -5091802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -5091804.000000 Penalty: 3505.857910
	Iteration 108Q: 3 clusters Score -5091804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -5091801.000000 Penalty: 3505.857910
	Iteration 109Q: 3 clusters Score -5091801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -5091805.500000 Penalty: 3505.857910
	Iteration 110Q: 3 clusters Score -5091806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -5091805.500000 Penalty: 3505.857910
	Iteration 111Q: 3 clusters Score -5091806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -5091806.000000 Penalty: 3505.857910
	Iteration 112Q: 3 clusters Score -5091806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -5091808.000000 Penalty: 3505.857910
	Iteration 113Q: 3 clusters Score -5091808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -5091808.500000 Penalty: 3505.857910
	Iteration 114Q: 3 clusters Score -5091808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -5091806.500000 Penalty: 3505.857910
	Iteration 115Q: 3 clusters Score -5091806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -5091806.500000 Penalty: 3505.857910
	Iteration 116F: 3 clusters Score -5091806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -602613.750000 Penalty: 1396.820679
	Iteration 0F: 2 clusters Score -602613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -598352.375000 Penalty: 2793.641357
	Iteration 0F: 3 clusters Score -598352.4 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -599518.437500 Penalty: 2793.641357
	Iteration 1F: 3 clusters Score -599518.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -599703.062500 Penalty: 2793.641357
	Iteration 2F: 3 clusters Score -599703.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -599846.500000 Penalty: 2793.641357
	Iteration 3F: 3 clusters Score -599846.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -599958.125000 Penalty: 2793.641357
	Iteration 4Q: 3 clusters Score -599958.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -600055.312500 Penalty: 2793.641357
	Iteration 5Q: 3 clusters Score -600055.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -600164.687500 Penalty: 2793.641357
	Iteration 6Q: 3 clusters Score -600164.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -600257.875000 Penalty: 2793.641357
	Iteration 7Q: 3 clusters Score -600257.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -600347.125000 Penalty: 2793.641357
	Iteration 8Q: 3 clusters Score -600347.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -600449.125000 Penalty: 2793.641357
	Iteration 9Q: 3 clusters Score -600449.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -600565.125000 Penalty: 2793.641357
	Iteration 10Q: 3 clusters Score -600565.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -600683.062500 Penalty: 2793.641357
	Iteration 11Q: 3 clusters Score -600683.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -600798.750000 Penalty: 2793.641357
	Iteration 12Q: 3 clusters Score -600798.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -600914.812500 Penalty: 2793.641357
	Iteration 13Q: 3 clusters Score -600914.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -601020.312500 Penalty: 2793.641357
	Iteration 14Q: 3 clusters Score -601020.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -601113.750000 Penalty: 2793.641357
	Iteration 15Q: 3 clusters Score -601113.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -601187.875000 Penalty: 2793.641357
	Iteration 16Q: 3 clusters Score -601187.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -601260.812500 Penalty: 2793.641357
	Iteration 17Q: 3 clusters Score -601260.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -601307.000000 Penalty: 2793.641357
	Iteration 18Q: 3 clusters Score -601307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -601331.500000 Penalty: 2793.641357
	Iteration 19Q: 3 clusters Score -601331.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -601347.750000 Penalty: 2793.641357
	Iteration 20F: 3 clusters Score -601347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -601364.812500 Penalty: 2793.641357
	Iteration 21Q: 3 clusters Score -601364.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -601374.312500 Penalty: 2793.641357
	Iteration 22Q: 3 clusters Score -601374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -601379.187500 Penalty: 2793.641357
	Iteration 23Q: 3 clusters Score -601379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -601384.500000 Penalty: 2793.641357
	Iteration 24Q: 3 clusters Score -601384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -601391.187500 Penalty: 2793.641357
	Iteration 25Q: 3 clusters Score -601391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -601394.562500 Penalty: 2793.641357
	Iteration 26Q: 3 clusters Score -601394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -601395.812500 Penalty: 2793.641357
	Iteration 27Q: 3 clusters Score -601395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -601397.312500 Penalty: 2793.641357
	Iteration 28Q: 3 clusters Score -601397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -601397.937500 Penalty: 2793.641357
	Iteration 29Q: 3 clusters Score -601397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -601399.937500 Penalty: 2793.641357
	Iteration 30Q: 3 clusters Score -601399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -601400.062500 Penalty: 2793.641357
	Iteration 31Q: 3 clusters Score -601400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -601404.562500 Penalty: 2793.641357
	Iteration 32Q: 3 clusters Score -601404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -601406.875000 Penalty: 2793.641357
	Iteration 33Q: 3 clusters Score -601406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -601408.187500 Penalty: 2793.641357
	Iteration 34Q: 3 clusters Score -601408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -601409.187500 Penalty: 2793.641357
	Iteration 35Q: 3 clusters Score -601409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -601411.062500 Penalty: 2793.641357
	Iteration 36Q: 3 clusters Score -601411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -601412.937500 Penalty: 2793.641357
	Iteration 37Q: 3 clusters Score -601412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -601413.937500 Penalty: 2793.641357
	Iteration 38Q: 3 clusters Score -601413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -601417.250000 Penalty: 2793.641357
	Iteration 39Q: 3 clusters Score -601417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -601419.062500 Penalty: 2793.641357
	Iteration 40F: 3 clusters Score -601419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -601419.375000 Penalty: 2793.641357
	Iteration 41Q: 3 clusters Score -601419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -601421.437500 Penalty: 2793.641357
	Iteration 42Q: 3 clusters Score -601421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -601421.812500 Penalty: 2793.641357
	Iteration 43Q: 3 clusters Score -601421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -601421.812500 Penalty: 2793.641357
	Iteration 44F: 3 clusters Score -601421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 75915 members 
Mstep: Class 3 contains 176230 members 
Mstep: Class 4 contains 41386 members 
Mstep: Class 5 contains 69582 members 
Mstep: Class 6 contains 45726 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 176758 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 35391 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 14 contains 155315 members 
Mstep: Class 16 contains 35499 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 48400 members 
Mstep: Class 20 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850328.000000 Penalty: 37823.148438
Iteration 119Q: 18 clusters Score -9.385033e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 75805 members 
Mstep: Class 3 contains 176231 members 
Mstep: Class 4 contains 41381 members 
Mstep: Class 5 contains 69468 members 
Mstep: Class 6 contains 45687 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 176700 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 35369 members 
Mstep: Class 11 contains 3753 members 
Mstep: Class 12 contains 2994 members 
Mstep: Class 14 contains 155791 members 
Mstep: Class 16 contains 35563 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 48437 members 
Mstep: Class 20 contains 5346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851016.000000 Penalty: 37823.148438
Iteration 120F: 18 clusters Score -9.385102e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 75674 members 
Mstep: Class 3 contains 176152 members 
Mstep: Class 4 contains 41289 members 
Mstep: Class 5 contains 69331 members 
Mstep: Class 6 contains 45635 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 176568 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 35334 members 
Mstep: Class 11 contains 3780 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 14 contains 156190 members 
Mstep: Class 16 contains 35593 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 48499 members 
Mstep: Class 20 contains 5281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851352.000000 Penalty: 37823.148438
Iteration 121Q: 18 clusters Score -9.385135e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 75546 members 
Mstep: Class 3 contains 176122 members 
Mstep: Class 4 contains 41231 members 
Mstep: Class 5 contains 69196 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 176423 members 
Mstep: Class 9 contains 5341 members 
Mstep: Class 10 contains 35291 members 
Mstep: Class 11 contains 3805 members 
Mstep: Class 12 contains 3287 members 
Mstep: Class 14 contains 156602 members 
Mstep: Class 16 contains 35637 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48575 members 
Mstep: Class 20 contains 5207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851632.000000 Penalty: 37823.148438
Iteration 122Q: 18 clusters Score -9.385163e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 75433 members 
Mstep: Class 3 contains 176111 members 
Mstep: Class 4 contains 41188 members 
Mstep: Class 5 contains 69074 members 
Mstep: Class 6 contains 45575 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 176300 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 35252 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 14 contains 157015 members 
Mstep: Class 16 contains 35665 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 48616 members 
Mstep: Class 20 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851872.000000 Penalty: 37823.148438
Iteration 123Q: 18 clusters Score -9.385187e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 75317 members 
Mstep: Class 3 contains 176087 members 
Mstep: Class 4 contains 41158 members 
Mstep: Class 5 contains 68948 members 
Mstep: Class 6 contains 45566 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 176209 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 35209 members 
Mstep: Class 11 contains 3862 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 14 contains 157411 members 
Mstep: Class 16 contains 35678 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48665 members 
Mstep: Class 20 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852040.000000 Penalty: 37823.148438
Iteration 124Q: 18 clusters Score -9.385204e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 75216 members 
Mstep: Class 3 contains 176074 members 
Mstep: Class 4 contains 41126 members 
Mstep: Class 5 contains 68823 members 
Mstep: Class 6 contains 45562 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 176135 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 35153 members 
Mstep: Class 11 contains 3888 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 14 contains 157816 members 
Mstep: Class 16 contains 35687 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 48695 members 
Mstep: Class 20 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852280.000000 Penalty: 37823.148438
Iteration 125Q: 18 clusters Score -9.385228e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 75091 members 
Mstep: Class 3 contains 176079 members 
Mstep: Class 4 contains 41113 members 
Mstep: Class 5 contains 68689 members 
Mstep: Class 6 contains 45557 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 176056 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 35111 members 
Mstep: Class 11 contains 3908 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 14 contains 158216 members 
Mstep: Class 16 contains 35714 members 
Mstep: Class 18 contains 377 members 
Mstep: Class 19 contains 48734 members 
Mstep: Class 20 contains 4956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852248.000000 Penalty: 37823.148438
Iteration 126Q: 18 clusters Score -9.385225e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 74955 members 
Mstep: Class 3 contains 176095 members 
Mstep: Class 4 contains 41094 members 
Mstep: Class 5 contains 68552 members 
Mstep: Class 6 contains 45560 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 175978 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 35065 members 
Mstep: Class 11 contains 3925 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 14 contains 158588 members 
Mstep: Class 16 contains 35749 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48773 members 
Mstep: Class 20 contains 4915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852280.000000 Penalty: 37823.148438
Iteration 127Q: 18 clusters Score -9.385228e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 74808 members 
Mstep: Class 3 contains 176113 members 
Mstep: Class 4 contains 41073 members 
Mstep: Class 5 contains 68431 members 
Mstep: Class 6 contains 45579 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175873 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 35031 members 
Mstep: Class 11 contains 3942 members 
Mstep: Class 12 contains 3276 members 
Mstep: Class 14 contains 158950 members 
Mstep: Class 16 contains 35798 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48809 members 
Mstep: Class 20 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852072.000000 Penalty: 37823.148438
Iteration 128Q: 18 clusters Score -9.385207e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 74694 members 
Mstep: Class 3 contains 176148 members 
Mstep: Class 4 contains 41044 members 
Mstep: Class 5 contains 68321 members 
Mstep: Class 6 contains 45612 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 175762 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 34976 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 14 contains 159242 members 
Mstep: Class 16 contains 35836 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 48847 members 
Mstep: Class 20 contains 4859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852352.000000 Penalty: 37823.148438
Iteration 129Q: 18 clusters Score -9.385235e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 74607 members 
Mstep: Class 3 contains 176128 members 
Mstep: Class 4 contains 41024 members 
Mstep: Class 5 contains 68215 members 
Mstep: Class 6 contains 45628 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175705 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 34935 members 
Mstep: Class 11 contains 3984 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 14 contains 159537 members 
Mstep: Class 16 contains 35869 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 48876 members 
Mstep: Class 20 contains 4835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852352.000000 Penalty: 37823.148438
Iteration 130Q: 18 clusters Score -9.385235e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 74524 members 
Mstep: Class 3 contains 176135 members 
Mstep: Class 4 contains 41001 members 
Mstep: Class 5 contains 68118 members 
Mstep: Class 6 contains 45652 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175666 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 34910 members 
Mstep: Class 11 contains 4003 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 14 contains 159769 members 
Mstep: Class 16 contains 35891 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 48903 members 
Mstep: Class 20 contains 4800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852144.000000 Penalty: 37823.148438
Iteration 131Q: 18 clusters Score -9.385214e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 74459 members 
Mstep: Class 3 contains 176138 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 68019 members 
Mstep: Class 6 contains 45698 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175627 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 34870 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 3228 members 
Mstep: Class 14 contains 159996 members 
Mstep: Class 16 contains 35912 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 48936 members 
Mstep: Class 20 contains 4760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852296.000000 Penalty: 37823.148438
Iteration 132Q: 18 clusters Score -9.38523e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 74379 members 
Mstep: Class 3 contains 176135 members 
Mstep: Class 4 contains 40949 members 
Mstep: Class 5 contains 67912 members 
Mstep: Class 6 contains 45749 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175584 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 34823 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 3216 members 
Mstep: Class 14 contains 160246 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 48953 members 
Mstep: Class 20 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852344.000000 Penalty: 37823.148438
Iteration 133Q: 18 clusters Score -9.385234e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 74305 members 
Mstep: Class 3 contains 176151 members 
Mstep: Class 4 contains 40916 members 
Mstep: Class 5 contains 67820 members 
Mstep: Class 6 contains 45794 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175547 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 34789 members 
Mstep: Class 11 contains 4035 members 
Mstep: Class 12 contains 3209 members 
Mstep: Class 14 contains 160476 members 
Mstep: Class 16 contains 35958 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 48963 members 
Mstep: Class 20 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852472.000000 Penalty: 37823.148438
Iteration 134Q: 18 clusters Score -9.385247e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 74238 members 
Mstep: Class 3 contains 176176 members 
Mstep: Class 4 contains 40892 members 
Mstep: Class 5 contains 67726 members 
Mstep: Class 6 contains 45847 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175494 members 
Mstep: Class 9 contains 5405 members 
Mstep: Class 10 contains 34748 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 14 contains 160722 members 
Mstep: Class 16 contains 35977 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 48983 members 
Mstep: Class 20 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852384.000000 Penalty: 37823.148438
Iteration 135Q: 18 clusters Score -9.385238e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 74187 members 
Mstep: Class 3 contains 176195 members 
Mstep: Class 4 contains 40868 members 
Mstep: Class 5 contains 67631 members 
Mstep: Class 6 contains 45879 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175444 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 34720 members 
Mstep: Class 11 contains 4050 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 14 contains 160965 members 
Mstep: Class 16 contains 35993 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 48992 members 
Mstep: Class 20 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852432.000000 Penalty: 37823.148438
Iteration 136Q: 18 clusters Score -9.385243e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 74146 members 
Mstep: Class 3 contains 176235 members 
Mstep: Class 4 contains 40855 members 
Mstep: Class 5 contains 67539 members 
Mstep: Class 6 contains 45908 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175377 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 34689 members 
Mstep: Class 11 contains 4058 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 14 contains 161176 members 
Mstep: Class 16 contains 36020 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 49002 members 
Mstep: Class 20 contains 4580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852416.000000 Penalty: 37823.148438
Iteration 137Q: 18 clusters Score -9.385242e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 74089 members 
Mstep: Class 3 contains 176263 members 
Mstep: Class 4 contains 40840 members 
Mstep: Class 5 contains 67435 members 
Mstep: Class 6 contains 45938 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175300 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 34654 members 
Mstep: Class 11 contains 4067 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 14 contains 161428 members 
Mstep: Class 16 contains 36045 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 49018 members 
Mstep: Class 20 contains 4548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852504.000000 Penalty: 37823.148438
Iteration 138Q: 18 clusters Score -9.38525e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 74041 members 
Mstep: Class 3 contains 176275 members 
Mstep: Class 4 contains 40823 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 45965 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175240 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 34630 members 
Mstep: Class 11 contains 4071 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 14 contains 161682 members 
Mstep: Class 16 contains 36075 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 49030 members 
Mstep: Class 20 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852544.000000 Penalty: 37823.148438
Iteration 139Q: 18 clusters Score -9.385254e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 73989 members 
Mstep: Class 3 contains 176286 members 
Mstep: Class 4 contains 40790 members 
Mstep: Class 5 contains 67248 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 175156 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 34615 members 
Mstep: Class 11 contains 4075 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 14 contains 161924 members 
Mstep: Class 16 contains 36105 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 49054 members 
Mstep: Class 20 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852616.000000 Penalty: 37823.148438
Iteration 140F: 18 clusters Score -9.385262e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 73948 members 
Mstep: Class 3 contains 176279 members 
Mstep: Class 4 contains 40780 members 
Mstep: Class 5 contains 67181 members 
Mstep: Class 6 contains 46037 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 175100 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 34600 members 
Mstep: Class 11 contains 4083 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 14 contains 162139 members 
Mstep: Class 16 contains 36129 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 49059 members 
Mstep: Class 20 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852520.000000 Penalty: 37823.148438
Iteration 141Q: 18 clusters Score -9.385252e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 73899 members 
Mstep: Class 3 contains 176280 members 
Mstep: Class 4 contains 40774 members 
Mstep: Class 5 contains 67098 members 
Mstep: Class 6 contains 46064 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 175041 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 34594 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 14 contains 162357 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 49050 members 
Mstep: Class 20 contains 4358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852784.000000 Penalty: 37823.148438
Iteration 142Q: 18 clusters Score -9.385278e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 73858 members 
Mstep: Class 3 contains 176279 members 
Mstep: Class 4 contains 40763 members 
Mstep: Class 5 contains 67026 members 
Mstep: Class 6 contains 46091 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 174961 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 34583 members 
Mstep: Class 11 contains 4111 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 14 contains 162572 members 
Mstep: Class 16 contains 36170 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 49041 members 
Mstep: Class 20 contains 4321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852696.000000 Penalty: 37823.148438
Iteration 143Q: 18 clusters Score -9.38527e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 73822 members 
Mstep: Class 3 contains 176292 members 
Mstep: Class 4 contains 40747 members 
Mstep: Class 5 contains 66959 members 
Mstep: Class 6 contains 46121 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 174899 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 34573 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 14 contains 162771 members 
Mstep: Class 16 contains 36185 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 49038 members 
Mstep: Class 20 contains 4279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852848.000000 Penalty: 37823.148438
Iteration 144Q: 18 clusters Score -9.385285e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 73795 members 
Mstep: Class 3 contains 176311 members 
Mstep: Class 4 contains 40730 members 
Mstep: Class 5 contains 66913 members 
Mstep: Class 6 contains 46152 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 174835 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 34570 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 14 contains 162923 members 
Mstep: Class 16 contains 36197 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 49032 members 
Mstep: Class 20 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852816.000000 Penalty: 37823.148438
Iteration 145Q: 18 clusters Score -9.385282e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 73760 members 
Mstep: Class 3 contains 176326 members 
Mstep: Class 4 contains 40721 members 
Mstep: Class 5 contains 66874 members 
Mstep: Class 6 contains 46175 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 174790 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 34564 members 
Mstep: Class 11 contains 4148 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 14 contains 163071 members 
Mstep: Class 16 contains 36218 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 49029 members 
Mstep: Class 20 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852872.000000 Penalty: 37823.148438
Iteration 146Q: 18 clusters Score -9.385287e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 73723 members 
Mstep: Class 3 contains 176332 members 
Mstep: Class 4 contains 40699 members 
Mstep: Class 5 contains 66824 members 
Mstep: Class 6 contains 46209 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 174747 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 34564 members 
Mstep: Class 11 contains 4161 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 14 contains 163215 members 
Mstep: Class 16 contains 36236 members 
Mstep: Class 18 contains 388 members 
Mstep: Class 19 contains 49024 members 
Mstep: Class 20 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852800.000000 Penalty: 37823.148438
Iteration 147Q: 18 clusters Score -9.38528e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 73685 members 
Mstep: Class 3 contains 176337 members 
Mstep: Class 4 contains 40685 members 
Mstep: Class 5 contains 66772 members 
Mstep: Class 6 contains 46233 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 174734 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 34559 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 14 contains 163334 members 
Mstep: Class 16 contains 36261 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 49027 members 
Mstep: Class 20 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852832.000000 Penalty: 37823.148438
Iteration 148Q: 18 clusters Score -9.385283e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 73652 members 
Mstep: Class 3 contains 176341 members 
Mstep: Class 4 contains 40675 members 
Mstep: Class 5 contains 66743 members 
Mstep: Class 6 contains 46252 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 174722 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 34553 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 14 contains 163436 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 18 contains 390 members 
Mstep: Class 19 contains 49026 members 
Mstep: Class 20 contains 4110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852880.000000 Penalty: 37823.148438
Iteration 149Q: 18 clusters Score -9.385288e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 73628 members 
Mstep: Class 3 contains 176343 members 
Mstep: Class 4 contains 40672 members 
Mstep: Class 5 contains 66714 members 
Mstep: Class 6 contains 46269 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 174708 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 10 contains 34558 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 14 contains 163519 members 
Mstep: Class 16 contains 36300 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 49017 members 
Mstep: Class 20 contains 4091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852984.000000 Penalty: 37823.148438
Iteration 150Q: 18 clusters Score -9.385298e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 73600 members 
Mstep: Class 3 contains 176365 members 
Mstep: Class 4 contains 40664 members 
Mstep: Class 5 contains 66695 members 
Mstep: Class 6 contains 46289 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 174672 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 34568 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 3051 members 
Mstep: Class 14 contains 163575 members 
Mstep: Class 16 contains 36329 members 
Mstep: Class 18 contains 390 members 
Mstep: Class 19 contains 49016 members 
Mstep: Class 20 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853016.000000 Penalty: 37823.148438
Iteration 151Q: 18 clusters Score -9.385302e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 73574 members 
Mstep: Class 3 contains 176367 members 
Mstep: Class 4 contains 40656 members 
Mstep: Class 5 contains 66664 members 
Mstep: Class 6 contains 46310 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 174655 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 34578 members 
Mstep: Class 11 contains 4209 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 14 contains 163627 members 
Mstep: Class 16 contains 36345 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 49009 members 
Mstep: Class 20 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852880.000000 Penalty: 37823.148438
Iteration 152Q: 18 clusters Score -9.385288e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 73549 members 
Mstep: Class 3 contains 176371 members 
Mstep: Class 4 contains 40651 members 
Mstep: Class 5 contains 66637 members 
Mstep: Class 6 contains 46330 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 174648 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 34578 members 
Mstep: Class 11 contains 4214 members 
Mstep: Class 12 contains 3027 members 
Mstep: Class 14 contains 163686 members 
Mstep: Class 16 contains 36354 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 49009 members 
Mstep: Class 20 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852936.000000 Penalty: 37823.148438
Iteration 153Q: 18 clusters Score -9.385294e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 73521 members 
Mstep: Class 3 contains 176392 members 
Mstep: Class 4 contains 40638 members 
Mstep: Class 5 contains 66616 members 
Mstep: Class 6 contains 46346 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 174655 members 
Mstep: Class 9 contains 5372 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 14 contains 163733 members 
Mstep: Class 16 contains 36363 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 19 contains 49006 members 
Mstep: Class 20 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853120.000000 Penalty: 37823.148438
Iteration 154Q: 18 clusters Score -9.385312e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 73499 members 
Mstep: Class 3 contains 176421 members 
Mstep: Class 4 contains 40637 members 
Mstep: Class 5 contains 66586 members 
Mstep: Class 6 contains 46365 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 174660 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 34573 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 2989 members 
Mstep: Class 14 contains 163783 members 
Mstep: Class 16 contains 36371 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 49013 members 
Mstep: Class 20 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853264.000000 Penalty: 37823.148438
Iteration 155Q: 18 clusters Score -9.385326e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 73457 members 
Mstep: Class 3 contains 176440 members 
Mstep: Class 4 contains 40644 members 
Mstep: Class 5 contains 66570 members 
Mstep: Class 6 contains 46388 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 174658 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 34567 members 
Mstep: Class 11 contains 4228 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 14 contains 163832 members 
Mstep: Class 16 contains 36386 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 49017 members 
Mstep: Class 20 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853464.000000 Penalty: 37823.148438
Iteration 156Q: 18 clusters Score -9.385346e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 73426 members 
Mstep: Class 3 contains 176434 members 
Mstep: Class 4 contains 40646 members 
Mstep: Class 5 contains 66554 members 
Mstep: Class 6 contains 46398 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 174651 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 34567 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 14 contains 163895 members 
Mstep: Class 16 contains 36400 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 49020 members 
Mstep: Class 20 contains 3920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853448.000000 Penalty: 37823.148438
Iteration 157Q: 18 clusters Score -9.385345e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 73394 members 
Mstep: Class 3 contains 176442 members 
Mstep: Class 4 contains 40650 members 
Mstep: Class 5 contains 66523 members 
Mstep: Class 6 contains 46408 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174642 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 34574 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 2923 members 
Mstep: Class 14 contains 163951 members 
Mstep: Class 16 contains 36407 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 49020 members 
Mstep: Class 20 contains 3890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853488.000000 Penalty: 37823.148438
Iteration 158Q: 18 clusters Score -9.385349e+07 nChanged 484
Entering ConstructFrom: 
Score: -93853488.000000 Penalty: 37823.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Entering Unmasked Estep 
Score: -441320.687500 Penalty: 1343.084595
	Iteration 0F: 2 clusters Score -441320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -437965.875000 Penalty: 2686.169189
	Iteration 0F: 3 clusters Score -437965.9 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -438799.468750 Penalty: 2686.169189
	Iteration 1F: 3 clusters Score -438799.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -438941.093750 Penalty: 2686.169189
	Iteration 2F: 3 clusters Score -438941.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -439033.687500 Penalty: 2686.169189
	Iteration 3Q: 3 clusters Score -439033.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -439083.531250 Penalty: 2686.169189
	Iteration 4Q: 3 clusters Score -439083.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -439120.968750 Penalty: 2686.169189
	Iteration 5Q: 3 clusters Score -439121 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -439158.250000 Penalty: 2686.169189
	Iteration 6Q: 3 clusters Score -439158.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -439185.562500 Penalty: 2686.169189
	Iteration 7Q: 3 clusters Score -439185.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -439205.656250 Penalty: 2686.169189
	Iteration 8Q: 3 clusters Score -439205.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -439231.875000 Penalty: 2686.169189
	Iteration 9Q: 3 clusters Score -439231.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -439248.062500 Penalty: 2686.169189
	Iteration 10Q: 3 clusters Score -439248.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -439266.218750 Penalty: 2686.169189
	Iteration 11Q: 3 clusters Score -439266.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -439288.437500 Penalty: 2686.169189
	Iteration 12Q: 3 clusters Score -439288.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -439309.000000 Penalty: 2686.169189
	Iteration 13Q: 3 clusters Score -439309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -439325.968750 Penalty: 2686.169189
	Iteration 14Q: 3 clusters Score -439326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -439345.562500 Penalty: 2686.169189
	Iteration 15Q: 3 clusters Score -439345.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -439359.125000 Penalty: 2686.169189
	Iteration 16Q: 3 clusters Score -439359.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -439377.218750 Penalty: 2686.169189
	Iteration 17Q: 3 clusters Score -439377.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -439394.875000 Penalty: 2686.169189
	Iteration 18Q: 3 clusters Score -439394.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -439410.906250 Penalty: 2686.169189
	Iteration 19Q: 3 clusters Score -439410.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -439429.812500 Penalty: 2686.169189
	Iteration 20F: 3 clusters Score -439429.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -439453.031250 Penalty: 2686.169189
	Iteration 21Q: 3 clusters Score -439453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -439477.062500 Penalty: 2686.169189
	Iteration 22Q: 3 clusters Score -439477.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -439499.968750 Penalty: 2686.169189
	Iteration 23Q: 3 clusters Score -439500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -439534.375000 Penalty: 2686.169189
	Iteration 24Q: 3 clusters Score -439534.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -439575.000000 Penalty: 2686.169189
	Iteration 25Q: 3 clusters Score -439575 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -439613.687500 Penalty: 2686.169189
	Iteration 26Q: 3 clusters Score -439613.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -439652.750000 Penalty: 2686.169189
	Iteration 27Q: 3 clusters Score -439652.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -439688.281250 Penalty: 2686.169189
	Iteration 28Q: 3 clusters Score -439688.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -439725.156250 Penalty: 2686.169189
	Iteration 29Q: 3 clusters Score -439725.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -439773.375000 Penalty: 2686.169189
	Iteration 30Q: 3 clusters Score -439773.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -439813.062500 Penalty: 2686.169189
	Iteration 31Q: 3 clusters Score -439813.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -439866.843750 Penalty: 2686.169189
	Iteration 32Q: 3 clusters Score -439866.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -439922.406250 Penalty: 2686.169189
	Iteration 33Q: 3 clusters Score -439922.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -439964.312500 Penalty: 2686.169189
	Iteration 34Q: 3 clusters Score -439964.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -440010.875000 Penalty: 2686.169189
	Iteration 35Q: 3 clusters Score -440010.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -440041.062500 Penalty: 2686.169189
	Iteration 36Q: 3 clusters Score -440041.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -440065.250000 Penalty: 2686.169189
	Iteration 37Q: 3 clusters Score -440065.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -440082.281250 Penalty: 2686.169189
	Iteration 38Q: 3 clusters Score -440082.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -440096.968750 Penalty: 2686.169189
	Iteration 39Q: 3 clusters Score -440097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -440106.781250 Penalty: 2686.169189
	Iteration 40F: 3 clusters Score -440106.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -440117.062500 Penalty: 2686.169189
	Iteration 41Q: 3 clusters Score -440117.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -440126.500000 Penalty: 2686.169189
	Iteration 42Q: 3 clusters Score -440126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -440135.031250 Penalty: 2686.169189
	Iteration 43Q: 3 clusters Score -440135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -440135.468750 Penalty: 2686.169189
	Iteration 44Q: 3 clusters Score -440135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -440135.968750 Penalty: 2686.169189
	Iteration 45Q: 3 clusters Score -440136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -440135.968750 Penalty: 2686.169189
	Iteration 46F: 3 clusters Score -440136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (73365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Entering Unmasked Estep 
Score: -8033082.500000 Penalty: 1820.520386
	Iteration 0F: 2 clusters Score -8033082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -7984251.500000 Penalty: 3641.040771
	Iteration 0F: 3 clusters Score -7984252 nChanged 34700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -8003879.000000 Penalty: 3641.040771
	Iteration 1F: 3 clusters Score -8003879 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -8004771.000000 Penalty: 3641.040771
	Iteration 2Q: 3 clusters Score -8004771 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -8006029.000000 Penalty: 3641.040771
	Iteration 3Q: 3 clusters Score -8006029 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -8008059.500000 Penalty: 3641.040771
	Iteration 4F: 3 clusters Score -8008060 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -8011077.500000 Penalty: 3641.040771
	Iteration 5F: 3 clusters Score -8011078 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -8015196.500000 Penalty: 3641.040771
	Iteration 6F: 3 clusters Score -8015196 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -8019778.500000 Penalty: 3641.040771
	Iteration 7F: 3 clusters Score -8019778 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -8023777.000000 Penalty: 3641.040771
	Iteration 8F: 3 clusters Score -8023777 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -8026578.000000 Penalty: 3641.040771
	Iteration 9Q: 3 clusters Score -8026578 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -8028074.500000 Penalty: 3641.040771
	Iteration 10Q: 3 clusters Score -8028074 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -8028799.500000 Penalty: 3641.040771
	Iteration 11Q: 3 clusters Score -8028800 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -8029234.500000 Penalty: 3641.040771
	Iteration 12Q: 3 clusters Score -8029234 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -8029526.500000 Penalty: 3641.040771
	Iteration 13Q: 3 clusters Score -8029526 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8029782.000000 Penalty: 3641.040771
	Iteration 14Q: 3 clusters Score -8029782 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -8029995.500000 Penalty: 3641.040771
	Iteration 15Q: 3 clusters Score -8029996 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -8030189.000000 Penalty: 3641.040771
	Iteration 16Q: 3 clusters Score -8030189 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -8030352.500000 Penalty: 3641.040771
	Iteration 17Q: 3 clusters Score -8030352 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -8030507.500000 Penalty: 3641.040771
	Iteration 18Q: 3 clusters Score -8030508 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -8030646.000000 Penalty: 3641.040771
	Iteration 19Q: 3 clusters Score -8030646 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -8030747.500000 Penalty: 3641.040771
	Iteration 20F: 3 clusters Score -8030748 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -8030859.500000 Penalty: 3641.040771
	Iteration 21Q: 3 clusters Score -8030860 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -8030914.500000 Penalty: 3641.040771
	Iteration 22Q: 3 clusters Score -8030914 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -8030987.500000 Penalty: 3641.040771
	Iteration 23Q: 3 clusters Score -8030988 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -8031022.000000 Penalty: 3641.040771
	Iteration 24Q: 3 clusters Score -8031022 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -8031088.000000 Penalty: 3641.040771
	Iteration 25Q: 3 clusters Score -8031088 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -8031114.000000 Penalty: 3641.040771
	Iteration 26Q: 3 clusters Score -8031114 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -8031146.500000 Penalty: 3641.040771
	Iteration 27Q: 3 clusters Score -8031146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -8031177.500000 Penalty: 3641.040771
	Iteration 28Q: 3 clusters Score -8031178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -8031181.500000 Penalty: 3641.040771
	Iteration 29Q: 3 clusters Score -8031182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -8031229.500000 Penalty: 3641.040771
	Iteration 30Q: 3 clusters Score -8031230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -8031260.000000 Penalty: 3641.040771
	Iteration 31Q: 3 clusters Score -8031260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -8031273.500000 Penalty: 3641.040771
	Iteration 32Q: 3 clusters Score -8031274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -8031302.500000 Penalty: 3641.040771
	Iteration 33Q: 3 clusters Score -8031302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -8031317.500000 Penalty: 3641.040771
	Iteration 34Q: 3 clusters Score -8031318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -8031333.500000 Penalty: 3641.040771
	Iteration 35Q: 3 clusters Score -8031334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -8031362.500000 Penalty: 3641.040771
	Iteration 36Q: 3 clusters Score -8031362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -8031381.500000 Penalty: 3641.040771
	Iteration 37Q: 3 clusters Score -8031382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -8031391.000000 Penalty: 3641.040771
	Iteration 38Q: 3 clusters Score -8031391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -8031402.000000 Penalty: 3641.040771
	Iteration 39Q: 3 clusters Score -8031402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -8031412.500000 Penalty: 3641.040771
	Iteration 40F: 3 clusters Score -8031412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -8031421.000000 Penalty: 3641.040771
	Iteration 41Q: 3 clusters Score -8031421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -8031429.000000 Penalty: 3641.040771
	Iteration 42Q: 3 clusters Score -8031429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -8031440.500000 Penalty: 3641.040771
	Iteration 43Q: 3 clusters Score -8031440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -8031450.500000 Penalty: 3641.040771
	Iteration 44Q: 3 clusters Score -8031450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -8031450.000000 Penalty: 3641.040771
	Iteration 45Q: 3 clusters Score -8031450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -8031449.000000 Penalty: 3641.040771
	Iteration 46Q: 3 clusters Score -8031449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -8031458.000000 Penalty: 3641.040771
	Iteration 47Q: 3 clusters Score -8031458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -8031454.500000 Penalty: 3641.040771
	Iteration 48Q: 3 clusters Score -8031454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -8031460.500000 Penalty: 3641.040771
	Iteration 49Q: 3 clusters Score -8031460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -8031460.500000 Penalty: 3641.040771
	Iteration 50Q: 3 clusters Score -8031460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -8031477.000000 Penalty: 3641.040771
	Iteration 51Q: 3 clusters Score -8031477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -8031498.500000 Penalty: 3641.040771
	Iteration 52Q: 3 clusters Score -8031498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -8031507.500000 Penalty: 3641.040771
	Iteration 53Q: 3 clusters Score -8031508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -8031498.000000 Penalty: 3641.040771
	Iteration 54Q: 3 clusters Score -8031498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -8031491.000000 Penalty: 3641.040771
	Iteration 55Q: 3 clusters Score -8031491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -8031510.500000 Penalty: 3641.040771
	Iteration 56Q: 3 clusters Score -8031510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -8031500.500000 Penalty: 3641.040771
	Iteration 57Q: 3 clusters Score -8031500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -8031500.000000 Penalty: 3641.040771
	Iteration 58Q: 3 clusters Score -8031500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -8031510.000000 Penalty: 3641.040771
	Iteration 59Q: 3 clusters Score -8031510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -8031511.000000 Penalty: 3641.040771
	Iteration 60F: 3 clusters Score -8031511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -8031521.000000 Penalty: 3641.040771
	Iteration 61Q: 3 clusters Score -8031521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -8031530.500000 Penalty: 3641.040771
	Iteration 62Q: 3 clusters Score -8031530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -8031530.500000 Penalty: 3641.040771
	Iteration 63Q: 3 clusters Score -8031530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -8031528.000000 Penalty: 3641.040771
	Iteration 64Q: 3 clusters Score -8031528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -8031532.000000 Penalty: 3641.040771
	Iteration 65Q: 3 clusters Score -8031532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -8031542.000000 Penalty: 3641.040771
	Iteration 66Q: 3 clusters Score -8031542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -8031541.000000 Penalty: 3641.040771
	Iteration 67Q: 3 clusters Score -8031541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -8031553.000000 Penalty: 3641.040771
	Iteration 68Q: 3 clusters Score -8031553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -8031551.500000 Penalty: 3641.040771
	Iteration 69Q: 3 clusters Score -8031552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -8031545.500000 Penalty: 3641.040771
	Iteration 70Q: 3 clusters Score -8031546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -8031547.500000 Penalty: 3641.040771
	Iteration 71Q: 3 clusters Score -8031548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -8031551.500000 Penalty: 3641.040771
	Iteration 72Q: 3 clusters Score -8031552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -8031547.500000 Penalty: 3641.040771
	Iteration 73Q: 3 clusters Score -8031548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -8031547.500000 Penalty: 3641.040771
	Iteration 74F: 3 clusters Score -8031548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176445 members 
Entering Unmasked Estep 
Score: -19124564.000000 Penalty: 1963.124268
	Iteration 0F: 2 clusters Score -1.912456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88238 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -19009382.000000 Penalty: 3926.248535
	Iteration 0F: 3 clusters Score -1.900938e+07 nChanged 85459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -19061604.000000 Penalty: 3926.248535
	Iteration 1F: 3 clusters Score -1.90616e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -19063914.000000 Penalty: 3926.248535
	Iteration 2Q: 3 clusters Score -1.906391e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -19067566.000000 Penalty: 3926.248535
	Iteration 3Q: 3 clusters Score -1.906757e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75327 members 
Mstep: Class 2 contains 101118 members 
Entering Unmasked Estep 
Score: -19073098.000000 Penalty: 3926.248535
	Iteration 4F: 3 clusters Score -1.90731e+07 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Mstep: Class 2 contains 107251 members 
Entering Unmasked Estep 
Score: -19081542.000000 Penalty: 3926.248535
	Iteration 5F: 3 clusters Score -1.908154e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 113520 members 
Entering Unmasked Estep 
Score: -19092332.000000 Penalty: 3926.248535
	Iteration 6F: 3 clusters Score -1.909233e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -19101228.000000 Penalty: 3926.248535
	Iteration 7F: 3 clusters Score -1.910123e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 120963 members 
Entering Unmasked Estep 
Score: -19105074.000000 Penalty: 3926.248535
	Iteration 8Q: 3 clusters Score -1.910507e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 122744 members 
Entering Unmasked Estep 
Score: -19106396.000000 Penalty: 3926.248535
	Iteration 9Q: 3 clusters Score -1.91064e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 124194 members 
Entering Unmasked Estep 
Score: -19107058.000000 Penalty: 3926.248535
	Iteration 10Q: 3 clusters Score -1.910706e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -19107688.000000 Penalty: 3926.248535
	Iteration 11Q: 3 clusters Score -1.910769e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 126651 members 
Entering Unmasked Estep 
Score: -19108272.000000 Penalty: 3926.248535
	Iteration 12Q: 3 clusters Score -1.910827e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 127791 members 
Entering Unmasked Estep 
Score: -19108614.000000 Penalty: 3926.248535
	Iteration 13Q: 3 clusters Score -1.910861e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 128936 members 
Entering Unmasked Estep 
Score: -19109188.000000 Penalty: 3926.248535
	Iteration 14Q: 3 clusters Score -1.910919e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 130042 members 
Entering Unmasked Estep 
Score: -19109694.000000 Penalty: 3926.248535
	Iteration 15Q: 3 clusters Score -1.910969e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 131186 members 
Entering Unmasked Estep 
Score: -19110116.000000 Penalty: 3926.248535
	Iteration 16Q: 3 clusters Score -1.911012e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 132316 members 
Entering Unmasked Estep 
Score: -19110656.000000 Penalty: 3926.248535
	Iteration 17Q: 3 clusters Score -1.911066e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -19111106.000000 Penalty: 3926.248535
	Iteration 18Q: 3 clusters Score -1.911111e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 134509 members 
Entering Unmasked Estep 
Score: -19111480.000000 Penalty: 3926.248535
	Iteration 19Q: 3 clusters Score -1.911148e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 135622 members 
Entering Unmasked Estep 
Score: -19111886.000000 Penalty: 3926.248535
	Iteration 20F: 3 clusters Score -1.911189e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 136811 members 
Entering Unmasked Estep 
Score: -19112322.000000 Penalty: 3926.248535
	Iteration 21Q: 3 clusters Score -1.911232e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 138004 members 
Entering Unmasked Estep 
Score: -19112750.000000 Penalty: 3926.248535
	Iteration 22Q: 3 clusters Score -1.911275e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 139244 members 
Entering Unmasked Estep 
Score: -19113162.000000 Penalty: 3926.248535
	Iteration 23Q: 3 clusters Score -1.911316e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 140517 members 
Entering Unmasked Estep 
Score: -19113504.000000 Penalty: 3926.248535
	Iteration 24Q: 3 clusters Score -1.91135e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 141765 members 
Entering Unmasked Estep 
Score: -19113872.000000 Penalty: 3926.248535
	Iteration 25Q: 3 clusters Score -1.911387e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 142989 members 
Entering Unmasked Estep 
Score: -19114418.000000 Penalty: 3926.248535
	Iteration 26Q: 3 clusters Score -1.911442e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 144273 members 
Entering Unmasked Estep 
Score: -19114830.000000 Penalty: 3926.248535
	Iteration 27Q: 3 clusters Score -1.911483e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 145521 members 
Entering Unmasked Estep 
Score: -19115252.000000 Penalty: 3926.248535
	Iteration 28Q: 3 clusters Score -1.911525e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 146837 members 
Entering Unmasked Estep 
Score: -19115686.000000 Penalty: 3926.248535
	Iteration 29Q: 3 clusters Score -1.911569e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 148196 members 
Entering Unmasked Estep 
Score: -19116188.000000 Penalty: 3926.248535
	Iteration 30Q: 3 clusters Score -1.911619e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 149589 members 
Entering Unmasked Estep 
Score: -19116644.000000 Penalty: 3926.248535
	Iteration 31Q: 3 clusters Score -1.911664e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 150955 members 
Entering Unmasked Estep 
Score: -19117066.000000 Penalty: 3926.248535
	Iteration 32Q: 3 clusters Score -1.911707e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 152332 members 
Entering Unmasked Estep 
Score: -19117640.000000 Penalty: 3926.248535
	Iteration 33Q: 3 clusters Score -1.911764e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 153722 members 
Entering Unmasked Estep 
Score: -19118120.000000 Penalty: 3926.248535
	Iteration 34Q: 3 clusters Score -1.911812e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 155140 members 
Entering Unmasked Estep 
Score: -19118644.000000 Penalty: 3926.248535
	Iteration 35Q: 3 clusters Score -1.911864e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 156564 members 
Entering Unmasked Estep 
Score: -19119244.000000 Penalty: 3926.248535
	Iteration 36Q: 3 clusters Score -1.911924e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -19119752.000000 Penalty: 3926.248535
	Iteration 37Q: 3 clusters Score -1.911975e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 159358 members 
Entering Unmasked Estep 
Score: -19120370.000000 Penalty: 3926.248535
	Iteration 38Q: 3 clusters Score -1.912037e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 160663 members 
Entering Unmasked Estep 
Score: -19120762.000000 Penalty: 3926.248535
	Iteration 39Q: 3 clusters Score -1.912076e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 161905 members 
Entering Unmasked Estep 
Score: -19121178.000000 Penalty: 3926.248535
	Iteration 40F: 3 clusters Score -1.912118e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 163068 members 
Entering Unmasked Estep 
Score: -19121594.000000 Penalty: 3926.248535
	Iteration 41Q: 3 clusters Score -1.912159e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -19122164.000000 Penalty: 3926.248535
	Iteration 42Q: 3 clusters Score -1.912216e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 165306 members 
Entering Unmasked Estep 
Score: -19122602.000000 Penalty: 3926.248535
	Iteration 43Q: 3 clusters Score -1.91226e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -19122968.000000 Penalty: 3926.248535
	Iteration 44Q: 3 clusters Score -1.912297e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 167421 members 
Entering Unmasked Estep 
Score: -19123166.000000 Penalty: 3926.248535
	Iteration 45Q: 3 clusters Score -1.912317e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 168345 members 
Entering Unmasked Estep 
Score: -19123292.000000 Penalty: 3926.248535
	Iteration 46Q: 3 clusters Score -1.912329e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 169185 members 
Entering Unmasked Estep 
Score: -19123376.000000 Penalty: 3926.248535
	Iteration 47Q: 3 clusters Score -1.912338e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 169991 members 
Entering Unmasked Estep 
Score: -19123526.000000 Penalty: 3926.248535
	Iteration 48Q: 3 clusters Score -1.912353e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -19123556.000000 Penalty: 3926.248535
	Iteration 49Q: 3 clusters Score -1.912356e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 171396 members 
Entering Unmasked Estep 
Score: -19123638.000000 Penalty: 3926.248535
	Iteration 50Q: 3 clusters Score -1.912364e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 171958 members 
Entering Unmasked Estep 
Score: -19123750.000000 Penalty: 3926.248535
	Iteration 51Q: 3 clusters Score -1.912375e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
Score: -19123782.000000 Penalty: 3926.248535
	Iteration 52Q: 3 clusters Score -1.912378e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 172859 members 
Entering Unmasked Estep 
Score: -19123810.000000 Penalty: 3926.248535
	Iteration 53Q: 3 clusters Score -1.912381e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 173210 members 
Entering Unmasked Estep 
Score: -19123760.000000 Penalty: 3926.248535
	Iteration 54Q: 3 clusters Score -1.912376e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 173493 members 
Entering Unmasked Estep 
Score: -19123768.000000 Penalty: 3926.248535
	Iteration 55Q: 3 clusters Score -1.912377e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -19123706.000000 Penalty: 3926.248535
	Iteration 56Q: 3 clusters Score -1.912371e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 173946 members 
Entering Unmasked Estep 
Score: -19123712.000000 Penalty: 3926.248535
	Iteration 57Q: 3 clusters Score -1.912371e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 174127 members 
Entering Unmasked Estep 
Score: -19123666.000000 Penalty: 3926.248535
	Iteration 58Q: 3 clusters Score -1.912367e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 174298 members 
Entering Unmasked Estep 
Score: -19123628.000000 Penalty: 3926.248535
	Iteration 59Q: 3 clusters Score -1.912363e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 174454 members 
Entering Unmasked Estep 
Score: -19123610.000000 Penalty: 3926.248535
	Iteration 60F: 3 clusters Score -1.912361e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -19123582.000000 Penalty: 3926.248535
	Iteration 61Q: 3 clusters Score -1.912358e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 174716 members 
Entering Unmasked Estep 
Score: -19123596.000000 Penalty: 3926.248535
	Iteration 62Q: 3 clusters Score -1.91236e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -19123614.000000 Penalty: 3926.248535
	Iteration 63Q: 3 clusters Score -1.912361e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 174927 members 
Entering Unmasked Estep 
Score: -19123590.000000 Penalty: 3926.248535
	Iteration 64Q: 3 clusters Score -1.912359e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 175001 members 
Entering Unmasked Estep 
Score: -19123556.000000 Penalty: 3926.248535
	Iteration 65Q: 3 clusters Score -1.912356e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -19123566.000000 Penalty: 3926.248535
	Iteration 66Q: 3 clusters Score -1.912357e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 175116 members 
Entering Unmasked Estep 
Score: -19123594.000000 Penalty: 3926.248535
	Iteration 67Q: 3 clusters Score -1.912359e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 175154 members 
Entering Unmasked Estep 
Score: -19123556.000000 Penalty: 3926.248535
	Iteration 68Q: 3 clusters Score -1.912356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 175178 members 
Entering Unmasked Estep 
Score: -19123536.000000 Penalty: 3926.248535
	Iteration 69Q: 3 clusters Score -1.912354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 175189 members 
Entering Unmasked Estep 
Score: -19123552.000000 Penalty: 3926.248535
	Iteration 70Q: 3 clusters Score -1.912355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 175199 members 
Entering Unmasked Estep 
Score: -19123548.000000 Penalty: 3926.248535
	Iteration 71Q: 3 clusters Score -1.912355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -19123544.000000 Penalty: 3926.248535
	Iteration 72Q: 3 clusters Score -1.912354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 175219 members 
Entering Unmasked Estep 
Score: -19123544.000000 Penalty: 3926.248535
	Iteration 73Q: 3 clusters Score -1.912354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 175226 members 
Entering Unmasked Estep 
Score: -19123544.000000 Penalty: 3926.248535
	Iteration 74Q: 3 clusters Score -1.912354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 175233 members 
Entering Unmasked Estep 
Score: -19123540.000000 Penalty: 3926.248535
	Iteration 75Q: 3 clusters Score -1.912354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 175240 members 
Entering Unmasked Estep 
Score: -19123548.000000 Penalty: 3926.248535
	Iteration 76Q: 3 clusters Score -1.912355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 175251 members 
Entering Unmasked Estep 
Score: -19123536.000000 Penalty: 3926.248535
	Iteration 77Q: 3 clusters Score -1.912354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 175259 members 
Entering Unmasked Estep 
Score: -19123534.000000 Penalty: 3926.248535
	Iteration 78Q: 3 clusters Score -1.912353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 175265 members 
Entering Unmasked Estep 
Score: -19123528.000000 Penalty: 3926.248535
	Iteration 79Q: 3 clusters Score -1.912353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -19123532.000000 Penalty: 3926.248535
	Iteration 80F: 3 clusters Score -1.912353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -19123540.000000 Penalty: 3926.248535
	Iteration 81Q: 3 clusters Score -1.912354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 175273 members 
Entering Unmasked Estep 
Score: -19123558.000000 Penalty: 3926.248535
	Iteration 82Q: 3 clusters Score -1.912356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 175275 members 
Entering Unmasked Estep 
Score: -19123554.000000 Penalty: 3926.248535
	Iteration 83Q: 3 clusters Score -1.912355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 175276 members 
Entering Unmasked Estep 
Score: -19123558.000000 Penalty: 3926.248535
	Iteration 84Q: 3 clusters Score -1.912356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 175279 members 
Entering Unmasked Estep 
Score: -19123550.000000 Penalty: 3926.248535
	Iteration 85Q: 3 clusters Score -1.912355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 175282 members 
Entering Unmasked Estep 
Score: -19123540.000000 Penalty: 3926.248535
	Iteration 86Q: 3 clusters Score -1.912354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -19123558.000000 Penalty: 3926.248535
	Iteration 87Q: 3 clusters Score -1.912356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 175290 members 
Entering Unmasked Estep 
Score: -19123548.000000 Penalty: 3926.248535
	Iteration 88Q: 3 clusters Score -1.912355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 175292 members 
Entering Unmasked Estep 
Score: -19123542.000000 Penalty: 3926.248535
	Iteration 89Q: 3 clusters Score -1.912354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 175293 members 
Entering Unmasked Estep 
Score: -19123550.000000 Penalty: 3926.248535
	Iteration 90Q: 3 clusters Score -1.912355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 175294 members 
Entering Unmasked Estep 
Score: -19123548.000000 Penalty: 3926.248535
	Iteration 91Q: 3 clusters Score -1.912355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 175295 members 
Entering Unmasked Estep 
Score: -19123542.000000 Penalty: 3926.248535
	Iteration 92Q: 3 clusters Score -1.912354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -19123536.000000 Penalty: 3926.248535
	Iteration 93Q: 3 clusters Score -1.912354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -19123532.000000 Penalty: 3926.248535
	Iteration 94Q: 3 clusters Score -1.912353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 175299 members 
Entering Unmasked Estep 
Score: -19123538.000000 Penalty: 3926.248535
	Iteration 95Q: 3 clusters Score -1.912354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -19123532.000000 Penalty: 3926.248535
	Iteration 96Q: 3 clusters Score -1.912353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 175306 members 
Entering Unmasked Estep 
Score: -19123538.000000 Penalty: 3926.248535
	Iteration 97Q: 3 clusters Score -1.912354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 175306 members 
Entering Unmasked Estep 
Score: -19123538.000000 Penalty: 3926.248535
	Iteration 98Q: 3 clusters Score -1.912354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 175306 members 
Entering Unmasked Estep 
Score: -19123538.000000 Penalty: 3926.248535
	Iteration 99F: 3 clusters Score -1.912354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Entering Unmasked Estep 
Score: -4327908.000000 Penalty: 1724.584595
	Iteration 0F: 2 clusters Score -4327908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4300723.000000 Penalty: 3449.169189
	Iteration 0F: 3 clusters Score -4300723 nChanged 18998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4311219.000000 Penalty: 3449.169189
	Iteration 1F: 3 clusters Score -4311219 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4311755.500000 Penalty: 3449.169189
	Iteration 2Q: 3 clusters Score -4311756 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4312309.500000 Penalty: 3449.169189
	Iteration 3Q: 3 clusters Score -4312310 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -4312983.000000 Penalty: 3449.169189
	Iteration 4Q: 3 clusters Score -4312983 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4313988.500000 Penalty: 3449.169189
	Iteration 5F: 3 clusters Score -4313988 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4315598.000000 Penalty: 3449.169189
	Iteration 6F: 3 clusters Score -4315598 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4317954.500000 Penalty: 3449.169189
	Iteration 7F: 3 clusters Score -4317954 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -4320822.500000 Penalty: 3449.169189
	Iteration 8F: 3 clusters Score -4320822 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4323368.000000 Penalty: 3449.169189
	Iteration 9F: 3 clusters Score -4323368 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4325112.000000 Penalty: 3449.169189
	Iteration 10Q: 3 clusters Score -4325112 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4326005.000000 Penalty: 3449.169189
	Iteration 11Q: 3 clusters Score -4326005 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4326367.500000 Penalty: 3449.169189
	Iteration 12Q: 3 clusters Score -4326368 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4326557.000000 Penalty: 3449.169189
	Iteration 13Q: 3 clusters Score -4326557 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4326647.000000 Penalty: 3449.169189
	Iteration 14Q: 3 clusters Score -4326647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4326707.500000 Penalty: 3449.169189
	Iteration 15Q: 3 clusters Score -4326708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4326735.000000 Penalty: 3449.169189
	Iteration 16Q: 3 clusters Score -4326735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4326753.000000 Penalty: 3449.169189
	Iteration 17Q: 3 clusters Score -4326753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4326772.000000 Penalty: 3449.169189
	Iteration 18Q: 3 clusters Score -4326772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4326776.500000 Penalty: 3449.169189
	Iteration 19Q: 3 clusters Score -4326776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4326785.500000 Penalty: 3449.169189
	Iteration 20F: 3 clusters Score -4326786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4326793.000000 Penalty: 3449.169189
	Iteration 21Q: 3 clusters Score -4326793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4326799.000000 Penalty: 3449.169189
	Iteration 22Q: 3 clusters Score -4326799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4326802.000000 Penalty: 3449.169189
	Iteration 23Q: 3 clusters Score -4326802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4326800.500000 Penalty: 3449.169189
	Iteration 24Q: 3 clusters Score -4326800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4326802.500000 Penalty: 3449.169189
	Iteration 25Q: 3 clusters Score -4326802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4326803.000000 Penalty: 3449.169189
	Iteration 26Q: 3 clusters Score -4326803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4326804.000000 Penalty: 3449.169189
	Iteration 27Q: 3 clusters Score -4326804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4326810.000000 Penalty: 3449.169189
	Iteration 28Q: 3 clusters Score -4326810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4326811.500000 Penalty: 3449.169189
	Iteration 29Q: 3 clusters Score -4326812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4326814.000000 Penalty: 3449.169189
	Iteration 30Q: 3 clusters Score -4326814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4326815.000000 Penalty: 3449.169189
	Iteration 31Q: 3 clusters Score -4326815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4326815.000000 Penalty: 3449.169189
	Iteration 32F: 3 clusters Score -4326815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Entering Unmasked Estep 
Score: -7273715.500000 Penalty: 1804.540894
	Iteration 0F: 2 clusters Score -7273716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -7229026.500000 Penalty: 3609.081787
	Iteration 0F: 3 clusters Score -7229026 nChanged 31481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -7247565.000000 Penalty: 3609.081787
	Iteration 1F: 3 clusters Score -7247565 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -7248611.000000 Penalty: 3609.081787
	Iteration 2Q: 3 clusters Score -7248611 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -7250066.000000 Penalty: 3609.081787
	Iteration 3Q: 3 clusters Score -7250066 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -7252051.500000 Penalty: 3609.081787
	Iteration 4Q: 3 clusters Score -7252052 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -7254681.000000 Penalty: 3609.081787
	Iteration 5F: 3 clusters Score -7254681 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -7257635.500000 Penalty: 3609.081787
	Iteration 6F: 3 clusters Score -7257636 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -7260672.500000 Penalty: 3609.081787
	Iteration 7F: 3 clusters Score -7260672 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -7263155.000000 Penalty: 3609.081787
	Iteration 8F: 3 clusters Score -7263155 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -7264681.500000 Penalty: 3609.081787
	Iteration 9Q: 3 clusters Score -7264682 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -7265480.500000 Penalty: 3609.081787
	Iteration 10Q: 3 clusters Score -7265480 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -7265840.500000 Penalty: 3609.081787
	Iteration 11Q: 3 clusters Score -7265840 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -7266133.500000 Penalty: 3609.081787
	Iteration 12Q: 3 clusters Score -7266134 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -7266387.500000 Penalty: 3609.081787
	Iteration 13Q: 3 clusters Score -7266388 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -7266690.500000 Penalty: 3609.081787
	Iteration 14Q: 3 clusters Score -7266690 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -7266978.000000 Penalty: 3609.081787
	Iteration 15Q: 3 clusters Score -7266978 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -7267205.000000 Penalty: 3609.081787
	Iteration 16Q: 3 clusters Score -7267205 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -7267499.000000 Penalty: 3609.081787
	Iteration 17Q: 3 clusters Score -7267499 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -7267768.500000 Penalty: 3609.081787
	Iteration 18Q: 3 clusters Score -7267768 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -7267995.000000 Penalty: 3609.081787
	Iteration 19Q: 3 clusters Score -7267995 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -7268180.500000 Penalty: 3609.081787
	Iteration 20F: 3 clusters Score -7268180 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -7268354.000000 Penalty: 3609.081787
	Iteration 21Q: 3 clusters Score -7268354 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -7268582.500000 Penalty: 3609.081787
	Iteration 22Q: 3 clusters Score -7268582 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -7268769.500000 Penalty: 3609.081787
	Iteration 23Q: 3 clusters Score -7268770 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -7269040.500000 Penalty: 3609.081787
	Iteration 24Q: 3 clusters Score -7269040 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -7269264.000000 Penalty: 3609.081787
	Iteration 25Q: 3 clusters Score -7269264 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -7269525.000000 Penalty: 3609.081787
	Iteration 26Q: 3 clusters Score -7269525 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -7269751.000000 Penalty: 3609.081787
	Iteration 27Q: 3 clusters Score -7269751 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -7269959.500000 Penalty: 3609.081787
	Iteration 28Q: 3 clusters Score -7269960 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -7270179.500000 Penalty: 3609.081787
	Iteration 29Q: 3 clusters Score -7270180 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -7270417.000000 Penalty: 3609.081787
	Iteration 30Q: 3 clusters Score -7270417 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7270654.000000 Penalty: 3609.081787
	Iteration 31Q: 3 clusters Score -7270654 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -7270839.000000 Penalty: 3609.081787
	Iteration 32Q: 3 clusters Score -7270839 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7270987.500000 Penalty: 3609.081787
	Iteration 33Q: 3 clusters Score -7270988 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -7271108.000000 Penalty: 3609.081787
	Iteration 34Q: 3 clusters Score -7271108 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7271205.500000 Penalty: 3609.081787
	Iteration 35Q: 3 clusters Score -7271206 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7271303.500000 Penalty: 3609.081787
	Iteration 36Q: 3 clusters Score -7271304 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7271389.000000 Penalty: 3609.081787
	Iteration 37Q: 3 clusters Score -7271389 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7271506.500000 Penalty: 3609.081787
	Iteration 38Q: 3 clusters Score -7271506 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7271565.000000 Penalty: 3609.081787
	Iteration 39Q: 3 clusters Score -7271565 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7271649.500000 Penalty: 3609.081787
	Iteration 40F: 3 clusters Score -7271650 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7271728.500000 Penalty: 3609.081787
	Iteration 41Q: 3 clusters Score -7271728 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7271781.000000 Penalty: 3609.081787
	Iteration 42Q: 3 clusters Score -7271781 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7271824.500000 Penalty: 3609.081787
	Iteration 43Q: 3 clusters Score -7271824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7271851.500000 Penalty: 3609.081787
	Iteration 44Q: 3 clusters Score -7271852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7271892.500000 Penalty: 3609.081787
	Iteration 45Q: 3 clusters Score -7271892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7271934.500000 Penalty: 3609.081787
	Iteration 46Q: 3 clusters Score -7271934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7271967.500000 Penalty: 3609.081787
	Iteration 47Q: 3 clusters Score -7271968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7272007.500000 Penalty: 3609.081787
	Iteration 48Q: 3 clusters Score -7272008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7272051.000000 Penalty: 3609.081787
	Iteration 49Q: 3 clusters Score -7272051 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7272084.000000 Penalty: 3609.081787
	Iteration 50Q: 3 clusters Score -7272084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7272106.000000 Penalty: 3609.081787
	Iteration 51Q: 3 clusters Score -7272106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7272138.000000 Penalty: 3609.081787
	Iteration 52Q: 3 clusters Score -7272138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7272152.000000 Penalty: 3609.081787
	Iteration 53Q: 3 clusters Score -7272152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7272161.000000 Penalty: 3609.081787
	Iteration 54Q: 3 clusters Score -7272161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7272172.500000 Penalty: 3609.081787
	Iteration 55Q: 3 clusters Score -7272172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7272183.000000 Penalty: 3609.081787
	Iteration 56Q: 3 clusters Score -7272183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7272191.500000 Penalty: 3609.081787
	Iteration 57Q: 3 clusters Score -7272192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7272189.500000 Penalty: 3609.081787
	Iteration 58Q: 3 clusters Score -7272190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7272189.000000 Penalty: 3609.081787
	Iteration 59Q: 3 clusters Score -7272189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7272191.500000 Penalty: 3609.081787
	Iteration 60F: 3 clusters Score -7272192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7272194.000000 Penalty: 3609.081787
	Iteration 61Q: 3 clusters Score -7272194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7272193.000000 Penalty: 3609.081787
	Iteration 62Q: 3 clusters Score -7272193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7272197.000000 Penalty: 3609.081787
	Iteration 63Q: 3 clusters Score -7272197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7272200.500000 Penalty: 3609.081787
	Iteration 64Q: 3 clusters Score -7272200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7272200.500000 Penalty: 3609.081787
	Iteration 65F: 3 clusters Score -7272200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Entering Unmasked Estep 
Score: -5103992.000000 Penalty: 1746.155518
	Iteration 0F: 2 clusters Score -5103992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -5073023.000000 Penalty: 3492.311035
	Iteration 0F: 3 clusters Score -5073023 nChanged 21557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5084960.000000 Penalty: 3492.311035
	Iteration 1F: 3 clusters Score -5084960 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -5085467.500000 Penalty: 3492.311035
	Iteration 2Q: 3 clusters Score -5085468 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5086053.500000 Penalty: 3492.311035
	Iteration 3Q: 3 clusters Score -5086054 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5086856.000000 Penalty: 3492.311035
	Iteration 4Q: 3 clusters Score -5086856 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -5088160.500000 Penalty: 3492.311035
	Iteration 5Q: 3 clusters Score -5088160 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -5090137.000000 Penalty: 3492.311035
	Iteration 6F: 3 clusters Score -5090137 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -5093124.500000 Penalty: 3492.311035
	Iteration 7F: 3 clusters Score -5093124 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -5096627.000000 Penalty: 3492.311035
	Iteration 8F: 3 clusters Score -5096627 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5099633.500000 Penalty: 3492.311035
	Iteration 9F: 3 clusters Score -5099634 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5101349.500000 Penalty: 3492.311035
	Iteration 10Q: 3 clusters Score -5101350 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5102027.500000 Penalty: 3492.311035
	Iteration 11Q: 3 clusters Score -5102028 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5102271.000000 Penalty: 3492.311035
	Iteration 12Q: 3 clusters Score -5102271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5102347.000000 Penalty: 3492.311035
	Iteration 13Q: 3 clusters Score -5102347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5102379.500000 Penalty: 3492.311035
	Iteration 14Q: 3 clusters Score -5102380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5102414.500000 Penalty: 3492.311035
	Iteration 15Q: 3 clusters Score -5102414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5102450.000000 Penalty: 3492.311035
	Iteration 16Q: 3 clusters Score -5102450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5102470.000000 Penalty: 3492.311035
	Iteration 17Q: 3 clusters Score -5102470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5102479.000000 Penalty: 3492.311035
	Iteration 18Q: 3 clusters Score -5102479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5102482.000000 Penalty: 3492.311035
	Iteration 19Q: 3 clusters Score -5102482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5102480.500000 Penalty: 3492.311035
	Iteration 20F: 3 clusters Score -5102480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -70677.414062 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -70677.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69485.023438 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -69485.02 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69694.843750 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -69694.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69747.359375 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -69747.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69770.648438 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -69770.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69775.757812 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -69775.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69779.523438 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -69779.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69784.093750 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -69784.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69788.898438 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -69788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69790.382812 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -69790.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69792.070312 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -69792.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69792.570312 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -69792.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69792.570312 Penalty: 2123.953369
	Iteration 11F: 3 clusters Score -69792.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174633 members 
Entering Unmasked Estep 
Score: -18901406.000000 Penalty: 1961.446899
	Iteration 0F: 2 clusters Score -1.890141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -18785530.000000 Penalty: 3922.893799
	Iteration 0F: 3 clusters Score -1.878553e+07 nChanged 84118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -18834836.000000 Penalty: 3922.893799
	Iteration 1F: 3 clusters Score -1.883484e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -18835674.000000 Penalty: 3922.893799
	Iteration 2Q: 3 clusters Score -1.883567e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 93765 members 
Entering Unmasked Estep 
Score: -18837024.000000 Penalty: 3922.893799
	Iteration 3Q: 3 clusters Score -1.883702e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -18839056.000000 Penalty: 3922.893799
	Iteration 4Q: 3 clusters Score -1.883906e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 101775 members 
Entering Unmasked Estep 
Score: -18841976.000000 Penalty: 3922.893799
	Iteration 5Q: 3 clusters Score -1.884198e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 108311 members 
Entering Unmasked Estep 
Score: -18847066.000000 Penalty: 3922.893799
	Iteration 6Q: 3 clusters Score -1.884707e+07 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 116764 members 
Entering Unmasked Estep 
Score: -18854778.000000 Penalty: 3922.893799
	Iteration 7F: 3 clusters Score -1.885478e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -18864564.000000 Penalty: 3922.893799
	Iteration 8F: 3 clusters Score -1.886456e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 134434 members 
Entering Unmasked Estep 
Score: -18873700.000000 Penalty: 3922.893799
	Iteration 9F: 3 clusters Score -1.88737e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 140881 members 
Entering Unmasked Estep 
Score: -18879940.000000 Penalty: 3922.893799
	Iteration 10F: 3 clusters Score -1.887994e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -18883646.000000 Penalty: 3922.893799
	Iteration 11Q: 3 clusters Score -1.888365e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 149602 members 
Entering Unmasked Estep 
Score: -18885918.000000 Penalty: 3922.893799
	Iteration 12Q: 3 clusters Score -1.888592e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 153094 members 
Entering Unmasked Estep 
Score: -18887730.000000 Penalty: 3922.893799
	Iteration 13Q: 3 clusters Score -1.888773e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 156383 members 
Entering Unmasked Estep 
Score: -18889324.000000 Penalty: 3922.893799
	Iteration 14Q: 3 clusters Score -1.888932e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 159458 members 
Entering Unmasked Estep 
Score: -18890872.000000 Penalty: 3922.893799
	Iteration 15Q: 3 clusters Score -1.889087e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -18892164.000000 Penalty: 3922.893799
	Iteration 16Q: 3 clusters Score -1.889216e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 164624 members 
Entering Unmasked Estep 
Score: -18893732.000000 Penalty: 3922.893799
	Iteration 17Q: 3 clusters Score -1.889373e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 166697 members 
Entering Unmasked Estep 
Score: -18895068.000000 Penalty: 3922.893799
	Iteration 18Q: 3 clusters Score -1.889507e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -18896182.000000 Penalty: 3922.893799
	Iteration 19Q: 3 clusters Score -1.889618e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 169883 members 
Entering Unmasked Estep 
Score: -18897010.000000 Penalty: 3922.893799
	Iteration 20F: 3 clusters Score -1.889701e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 170998 members 
Entering Unmasked Estep 
Score: -18897762.000000 Penalty: 3922.893799
	Iteration 21Q: 3 clusters Score -1.889776e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 171886 members 
Entering Unmasked Estep 
Score: -18898314.000000 Penalty: 3922.893799
	Iteration 22Q: 3 clusters Score -1.889831e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 172485 members 
Entering Unmasked Estep 
Score: -18898684.000000 Penalty: 3922.893799
	Iteration 23Q: 3 clusters Score -1.889868e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -18898946.000000 Penalty: 3922.893799
	Iteration 24Q: 3 clusters Score -1.889895e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -18899094.000000 Penalty: 3922.893799
	Iteration 25Q: 3 clusters Score -1.889909e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 173441 members 
Entering Unmasked Estep 
Score: -18899226.000000 Penalty: 3922.893799
	Iteration 26Q: 3 clusters Score -1.889923e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 173588 members 
Entering Unmasked Estep 
Score: -18899326.000000 Penalty: 3922.893799
	Iteration 27Q: 3 clusters Score -1.889933e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 173685 members 
Entering Unmasked Estep 
Score: -18899418.000000 Penalty: 3922.893799
	Iteration 28Q: 3 clusters Score -1.889942e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 173766 members 
Entering Unmasked Estep 
Score: -18899458.000000 Penalty: 3922.893799
	Iteration 29Q: 3 clusters Score -1.889946e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 173827 members 
Entering Unmasked Estep 
Score: -18899538.000000 Penalty: 3922.893799
	Iteration 30Q: 3 clusters Score -1.889954e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 173874 members 
Entering Unmasked Estep 
Score: -18899564.000000 Penalty: 3922.893799
	Iteration 31Q: 3 clusters Score -1.889956e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 173912 members 
Entering Unmasked Estep 
Score: -18899574.000000 Penalty: 3922.893799
	Iteration 32Q: 3 clusters Score -1.889957e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 173944 members 
Entering Unmasked Estep 
Score: -18899616.000000 Penalty: 3922.893799
	Iteration 33Q: 3 clusters Score -1.889962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 173963 members 
Entering Unmasked Estep 
Score: -18899614.000000 Penalty: 3922.893799
	Iteration 34Q: 3 clusters Score -1.889961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 173980 members 
Entering Unmasked Estep 
Score: -18899632.000000 Penalty: 3922.893799
	Iteration 35Q: 3 clusters Score -1.889963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 173995 members 
Entering Unmasked Estep 
Score: -18899634.000000 Penalty: 3922.893799
	Iteration 36Q: 3 clusters Score -1.889963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 174005 members 
Entering Unmasked Estep 
Score: -18899636.000000 Penalty: 3922.893799
	Iteration 37Q: 3 clusters Score -1.889964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 174009 members 
Entering Unmasked Estep 
Score: -18899638.000000 Penalty: 3922.893799
	Iteration 38Q: 3 clusters Score -1.889964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 174014 members 
Entering Unmasked Estep 
Score: -18899636.000000 Penalty: 3922.893799
	Iteration 39Q: 3 clusters Score -1.889964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -18899642.000000 Penalty: 3922.893799
	Iteration 40F: 3 clusters Score -1.889964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 174022 members 
Entering Unmasked Estep 
Score: -18899632.000000 Penalty: 3922.893799
	Iteration 41Q: 3 clusters Score -1.889963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 174023 members 
Entering Unmasked Estep 
Score: -18899622.000000 Penalty: 3922.893799
	Iteration 42Q: 3 clusters Score -1.889962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 174025 members 
Entering Unmasked Estep 
Score: -18899640.000000 Penalty: 3922.893799
	Iteration 43Q: 3 clusters Score -1.889964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 174026 members 
Entering Unmasked Estep 
Score: -18899624.000000 Penalty: 3922.893799
	Iteration 44Q: 3 clusters Score -1.889962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 174026 members 
Entering Unmasked Estep 
Score: -18899632.000000 Penalty: 3922.893799
	Iteration 45Q: 3 clusters Score -1.889963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 174028 members 
Entering Unmasked Estep 
Score: -18899634.000000 Penalty: 3922.893799
	Iteration 46Q: 3 clusters Score -1.889963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 174030 members 
Entering Unmasked Estep 
Score: -18899632.000000 Penalty: 3922.893799
	Iteration 47Q: 3 clusters Score -1.889963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 174032 members 
Entering Unmasked Estep 
Score: -18899644.000000 Penalty: 3922.893799
	Iteration 48Q: 3 clusters Score -1.889964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 174031 members 
Entering Unmasked Estep 
Score: -18899638.000000 Penalty: 3922.893799
	Iteration 49Q: 3 clusters Score -1.889964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 174032 members 
Entering Unmasked Estep 
Score: -18899644.000000 Penalty: 3922.893799
	Iteration 50Q: 3 clusters Score -1.889964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 174034 members 
Entering Unmasked Estep 
Score: -18899650.000000 Penalty: 3922.893799
	Iteration 51Q: 3 clusters Score -1.889965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -18899658.000000 Penalty: 3922.893799
	Iteration 52Q: 3 clusters Score -1.889966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 174042 members 
Entering Unmasked Estep 
Score: -18899670.000000 Penalty: 3922.893799
	Iteration 53Q: 3 clusters Score -1.889967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 174044 members 
Entering Unmasked Estep 
Score: -18899660.000000 Penalty: 3922.893799
	Iteration 54Q: 3 clusters Score -1.889966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 174046 members 
Entering Unmasked Estep 
Score: -18899668.000000 Penalty: 3922.893799
	Iteration 55Q: 3 clusters Score -1.889967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 174047 members 
Entering Unmasked Estep 
Score: -18899658.000000 Penalty: 3922.893799
	Iteration 56Q: 3 clusters Score -1.889966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 174046 members 
Entering Unmasked Estep 
Score: -18899652.000000 Penalty: 3922.893799
	Iteration 57Q: 3 clusters Score -1.889965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 174045 members 
Entering Unmasked Estep 
Score: -18899660.000000 Penalty: 3922.893799
	Iteration 58Q: 3 clusters Score -1.889966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 174045 members 
Entering Unmasked Estep 
Score: -18899660.000000 Penalty: 3922.893799
	Iteration 59F: 3 clusters Score -1.889966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Entering Unmasked Estep 
Score: -581916.812500 Penalty: 1398.256348
	Iteration 0F: 2 clusters Score -581916.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -577634.187500 Penalty: 2796.512695
	Iteration 0F: 3 clusters Score -577634.2 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -578897.187500 Penalty: 2796.512695
	Iteration 1F: 3 clusters Score -578897.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -579141.375000 Penalty: 2796.512695
	Iteration 2F: 3 clusters Score -579141.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -579328.312500 Penalty: 2796.512695
	Iteration 3F: 3 clusters Score -579328.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -579469.250000 Penalty: 2796.512695
	Iteration 4Q: 3 clusters Score -579469.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -579597.750000 Penalty: 2796.512695
	Iteration 5Q: 3 clusters Score -579597.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -579727.375000 Penalty: 2796.512695
	Iteration 6Q: 3 clusters Score -579727.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -579864.937500 Penalty: 2796.512695
	Iteration 7Q: 3 clusters Score -579864.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -580011.125000 Penalty: 2796.512695
	Iteration 8Q: 3 clusters Score -580011.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -580157.875000 Penalty: 2796.512695
	Iteration 9Q: 3 clusters Score -580157.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -580284.875000 Penalty: 2796.512695
	Iteration 10Q: 3 clusters Score -580284.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -580400.125000 Penalty: 2796.512695
	Iteration 11Q: 3 clusters Score -580400.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -580502.750000 Penalty: 2796.512695
	Iteration 12Q: 3 clusters Score -580502.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -580576.750000 Penalty: 2796.512695
	Iteration 13Q: 3 clusters Score -580576.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -580626.562500 Penalty: 2796.512695
	Iteration 14Q: 3 clusters Score -580626.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -580686.062500 Penalty: 2796.512695
	Iteration 15Q: 3 clusters Score -580686.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -580736.750000 Penalty: 2796.512695
	Iteration 16Q: 3 clusters Score -580736.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -580770.375000 Penalty: 2796.512695
	Iteration 17Q: 3 clusters Score -580770.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -580794.562500 Penalty: 2796.512695
	Iteration 18Q: 3 clusters Score -580794.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -580816.625000 Penalty: 2796.512695
	Iteration 19Q: 3 clusters Score -580816.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -580836.250000 Penalty: 2796.512695
	Iteration 20F: 3 clusters Score -580836.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -580854.750000 Penalty: 2796.512695
	Iteration 21Q: 3 clusters Score -580854.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -580874.750000 Penalty: 2796.512695
	Iteration 22Q: 3 clusters Score -580874.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -580882.125000 Penalty: 2796.512695
	Iteration 23Q: 3 clusters Score -580882.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -580890.250000 Penalty: 2796.512695
	Iteration 24Q: 3 clusters Score -580890.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -580900.625000 Penalty: 2796.512695
	Iteration 25Q: 3 clusters Score -580900.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -580908.187500 Penalty: 2796.512695
	Iteration 26Q: 3 clusters Score -580908.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -580915.562500 Penalty: 2796.512695
	Iteration 27Q: 3 clusters Score -580915.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -580921.875000 Penalty: 2796.512695
	Iteration 28Q: 3 clusters Score -580921.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -580931.750000 Penalty: 2796.512695
	Iteration 29Q: 3 clusters Score -580931.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -580939.625000 Penalty: 2796.512695
	Iteration 30Q: 3 clusters Score -580939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -580944.562500 Penalty: 2796.512695
	Iteration 31Q: 3 clusters Score -580944.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -580951.000000 Penalty: 2796.512695
	Iteration 32Q: 3 clusters Score -580951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -580955.062500 Penalty: 2796.512695
	Iteration 33Q: 3 clusters Score -580955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -580957.125000 Penalty: 2796.512695
	Iteration 34Q: 3 clusters Score -580957.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -580959.375000 Penalty: 2796.512695
	Iteration 35Q: 3 clusters Score -580959.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -580963.062500 Penalty: 2796.512695
	Iteration 36Q: 3 clusters Score -580963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -580964.250000 Penalty: 2796.512695
	Iteration 37Q: 3 clusters Score -580964.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -580966.500000 Penalty: 2796.512695
	Iteration 38Q: 3 clusters Score -580966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -580969.375000 Penalty: 2796.512695
	Iteration 39Q: 3 clusters Score -580969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -580973.187500 Penalty: 2796.512695
	Iteration 40F: 3 clusters Score -580973.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -580974.500000 Penalty: 2796.512695
	Iteration 41Q: 3 clusters Score -580974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -580976.875000 Penalty: 2796.512695
	Iteration 42Q: 3 clusters Score -580976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -580977.812500 Penalty: 2796.512695
	Iteration 43Q: 3 clusters Score -580977.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -580980.000000 Penalty: 2796.512695
	Iteration 44Q: 3 clusters Score -580980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -580981.500000 Penalty: 2796.512695
	Iteration 45Q: 3 clusters Score -580981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -580986.187500 Penalty: 2796.512695
	Iteration 46Q: 3 clusters Score -580986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -580990.625000 Penalty: 2796.512695
	Iteration 47Q: 3 clusters Score -580990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -580993.250000 Penalty: 2796.512695
	Iteration 48Q: 3 clusters Score -580993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -580994.312500 Penalty: 2796.512695
	Iteration 49Q: 3 clusters Score -580994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -580996.375000 Penalty: 2796.512695
	Iteration 50Q: 3 clusters Score -580996.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -580997.250000 Penalty: 2796.512695
	Iteration 51Q: 3 clusters Score -580997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -580999.625000 Penalty: 2796.512695
	Iteration 52Q: 3 clusters Score -580999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -581000.437500 Penalty: 2796.512695
	Iteration 53Q: 3 clusters Score -581000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -581003.500000 Penalty: 2796.512695
	Iteration 54Q: 3 clusters Score -581003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -581005.500000 Penalty: 2796.512695
	Iteration 55Q: 3 clusters Score -581005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -581006.875000 Penalty: 2796.512695
	Iteration 56Q: 3 clusters Score -581006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -581008.562500 Penalty: 2796.512695
	Iteration 57Q: 3 clusters Score -581008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -581008.375000 Penalty: 2796.512695
	Iteration 58Q: 3 clusters Score -581008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -581009.375000 Penalty: 2796.512695
	Iteration 59Q: 3 clusters Score -581009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -581010.750000 Penalty: 2796.512695
	Iteration 60F: 3 clusters Score -581010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -581012.437500 Penalty: 2796.512695
	Iteration 61Q: 3 clusters Score -581012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -581015.500000 Penalty: 2796.512695
	Iteration 62Q: 3 clusters Score -581015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -581016.500000 Penalty: 2796.512695
	Iteration 63Q: 3 clusters Score -581016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -581017.062500 Penalty: 2796.512695
	Iteration 64Q: 3 clusters Score -581017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -581016.937500 Penalty: 2796.512695
	Iteration 65Q: 3 clusters Score -581016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -581016.437500 Penalty: 2796.512695
	Iteration 66Q: 3 clusters Score -581016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -581017.000000 Penalty: 2796.512695
	Iteration 67Q: 3 clusters Score -581017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -581018.437500 Penalty: 2796.512695
	Iteration 68Q: 3 clusters Score -581018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -581021.250000 Penalty: 2796.512695
	Iteration 69Q: 3 clusters Score -581021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -581024.625000 Penalty: 2796.512695
	Iteration 70Q: 3 clusters Score -581024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -581024.562500 Penalty: 2796.512695
	Iteration 71Q: 3 clusters Score -581024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -581025.250000 Penalty: 2796.512695
	Iteration 72Q: 3 clusters Score -581025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -581027.000000 Penalty: 2796.512695
	Iteration 73Q: 3 clusters Score -581027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -581027.375000 Penalty: 2796.512695
	Iteration 74Q: 3 clusters Score -581027.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -581030.437500 Penalty: 2796.512695
	Iteration 75Q: 3 clusters Score -581030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -581032.687500 Penalty: 2796.512695
	Iteration 76Q: 3 clusters Score -581032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -581035.250000 Penalty: 2796.512695
	Iteration 77Q: 3 clusters Score -581035.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -581039.625000 Penalty: 2796.512695
	Iteration 78Q: 3 clusters Score -581039.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -581042.500000 Penalty: 2796.512695
	Iteration 79Q: 3 clusters Score -581042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -581045.000000 Penalty: 2796.512695
	Iteration 80F: 3 clusters Score -581045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -581047.125000 Penalty: 2796.512695
	Iteration 81Q: 3 clusters Score -581047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -581051.062500 Penalty: 2796.512695
	Iteration 82Q: 3 clusters Score -581051.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -581058.187500 Penalty: 2796.512695
	Iteration 83Q: 3 clusters Score -581058.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -581064.875000 Penalty: 2796.512695
	Iteration 84Q: 3 clusters Score -581064.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -581074.375000 Penalty: 2796.512695
	Iteration 85Q: 3 clusters Score -581074.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -581082.062500 Penalty: 2796.512695
	Iteration 86Q: 3 clusters Score -581082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -581085.375000 Penalty: 2796.512695
	Iteration 87Q: 3 clusters Score -581085.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -581089.937500 Penalty: 2796.512695
	Iteration 88Q: 3 clusters Score -581089.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -581093.625000 Penalty: 2796.512695
	Iteration 89Q: 3 clusters Score -581093.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -581096.187500 Penalty: 2796.512695
	Iteration 90Q: 3 clusters Score -581096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -581098.875000 Penalty: 2796.512695
	Iteration 91Q: 3 clusters Score -581098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -581100.312500 Penalty: 2796.512695
	Iteration 92Q: 3 clusters Score -581100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -581102.125000 Penalty: 2796.512695
	Iteration 93Q: 3 clusters Score -581102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -581103.000000 Penalty: 2796.512695
	Iteration 94Q: 3 clusters Score -581103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -581104.062500 Penalty: 2796.512695
	Iteration 95Q: 3 clusters Score -581104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -581104.250000 Penalty: 2796.512695
	Iteration 96Q: 3 clusters Score -581104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -581104.875000 Penalty: 2796.512695
	Iteration 97Q: 3 clusters Score -581104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -581105.125000 Penalty: 2796.512695
	Iteration 98Q: 3 clusters Score -581105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -581105.125000 Penalty: 2796.512695
	Iteration 99F: 3 clusters Score -581105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Entering Unmasked Estep 
Score: -3796313.000000 Penalty: 1698.302002
	Iteration 0F: 2 clusters Score -3796313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3773115.000000 Penalty: 3396.604004
	Iteration 0F: 3 clusters Score -3773115 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3781824.000000 Penalty: 3396.604004
	Iteration 1F: 3 clusters Score -3781824 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3782257.000000 Penalty: 3396.604004
	Iteration 2Q: 3 clusters Score -3782257 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3782726.250000 Penalty: 3396.604004
	Iteration 3Q: 3 clusters Score -3782726 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3783179.000000 Penalty: 3396.604004
	Iteration 4Q: 3 clusters Score -3783179 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3783817.000000 Penalty: 3396.604004
	Iteration 5Q: 3 clusters Score -3783817 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3784553.500000 Penalty: 3396.604004
	Iteration 6Q: 3 clusters Score -3784554 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3785399.500000 Penalty: 3396.604004
	Iteration 7Q: 3 clusters Score -3785400 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3786416.000000 Penalty: 3396.604004
	Iteration 8F: 3 clusters Score -3786416 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3787682.000000 Penalty: 3396.604004
	Iteration 9F: 3 clusters Score -3787682 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3788922.750000 Penalty: 3396.604004
	Iteration 10F: 3 clusters Score -3788923 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3789897.000000 Penalty: 3396.604004
	Iteration 11F: 3 clusters Score -3789897 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3790368.500000 Penalty: 3396.604004
	Iteration 12Q: 3 clusters Score -3790368 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3790562.000000 Penalty: 3396.604004
	Iteration 13Q: 3 clusters Score -3790562 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3790683.750000 Penalty: 3396.604004
	Iteration 14Q: 3 clusters Score -3790684 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3790755.500000 Penalty: 3396.604004
	Iteration 15Q: 3 clusters Score -3790756 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3790818.250000 Penalty: 3396.604004
	Iteration 16Q: 3 clusters Score -3790818 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3790876.250000 Penalty: 3396.604004
	Iteration 17Q: 3 clusters Score -3790876 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3790913.250000 Penalty: 3396.604004
	Iteration 18Q: 3 clusters Score -3790913 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3790956.500000 Penalty: 3396.604004
	Iteration 19Q: 3 clusters Score -3790956 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3790990.500000 Penalty: 3396.604004
	Iteration 20F: 3 clusters Score -3790990 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3791040.750000 Penalty: 3396.604004
	Iteration 21Q: 3 clusters Score -3791041 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3791075.750000 Penalty: 3396.604004
	Iteration 22Q: 3 clusters Score -3791076 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3791095.750000 Penalty: 3396.604004
	Iteration 23Q: 3 clusters Score -3791096 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3791133.500000 Penalty: 3396.604004
	Iteration 24Q: 3 clusters Score -3791134 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3791176.000000 Penalty: 3396.604004
	Iteration 25Q: 3 clusters Score -3791176 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3791204.000000 Penalty: 3396.604004
	Iteration 26Q: 3 clusters Score -3791204 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3791233.000000 Penalty: 3396.604004
	Iteration 27Q: 3 clusters Score -3791233 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3791275.750000 Penalty: 3396.604004
	Iteration 28Q: 3 clusters Score -3791276 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3791307.750000 Penalty: 3396.604004
	Iteration 29Q: 3 clusters Score -3791308 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3791355.750000 Penalty: 3396.604004
	Iteration 30Q: 3 clusters Score -3791356 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3791418.750000 Penalty: 3396.604004
	Iteration 31Q: 3 clusters Score -3791419 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3791461.000000 Penalty: 3396.604004
	Iteration 32Q: 3 clusters Score -3791461 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3791499.000000 Penalty: 3396.604004
	Iteration 33Q: 3 clusters Score -3791499 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3791537.750000 Penalty: 3396.604004
	Iteration 34Q: 3 clusters Score -3791538 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3791560.750000 Penalty: 3396.604004
	Iteration 35Q: 3 clusters Score -3791561 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3791612.250000 Penalty: 3396.604004
	Iteration 36Q: 3 clusters Score -3791612 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3791669.500000 Penalty: 3396.604004
	Iteration 37Q: 3 clusters Score -3791670 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3791730.750000 Penalty: 3396.604004
	Iteration 38Q: 3 clusters Score -3791731 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3791805.000000 Penalty: 3396.604004
	Iteration 39Q: 3 clusters Score -3791805 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3791893.250000 Penalty: 3396.604004
	Iteration 40F: 3 clusters Score -3791893 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3791981.000000 Penalty: 3396.604004
	Iteration 41Q: 3 clusters Score -3791981 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3792070.750000 Penalty: 3396.604004
	Iteration 42Q: 3 clusters Score -3792071 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3792161.250000 Penalty: 3396.604004
	Iteration 43Q: 3 clusters Score -3792161 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3792297.750000 Penalty: 3396.604004
	Iteration 44Q: 3 clusters Score -3792298 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3792438.500000 Penalty: 3396.604004
	Iteration 45Q: 3 clusters Score -3792438 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3792589.500000 Penalty: 3396.604004
	Iteration 46Q: 3 clusters Score -3792590 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3792768.250000 Penalty: 3396.604004
	Iteration 47Q: 3 clusters Score -3792768 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3792936.000000 Penalty: 3396.604004
	Iteration 48Q: 3 clusters Score -3792936 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3793087.250000 Penalty: 3396.604004
	Iteration 49Q: 3 clusters Score -3793087 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3793256.250000 Penalty: 3396.604004
	Iteration 50Q: 3 clusters Score -3793256 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3793478.500000 Penalty: 3396.604004
	Iteration 51Q: 3 clusters Score -3793478 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3793661.250000 Penalty: 3396.604004
	Iteration 52Q: 3 clusters Score -3793661 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3793841.000000 Penalty: 3396.604004
	Iteration 53Q: 3 clusters Score -3793841 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3794013.500000 Penalty: 3396.604004
	Iteration 54Q: 3 clusters Score -3794014 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3794176.000000 Penalty: 3396.604004
	Iteration 55Q: 3 clusters Score -3794176 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3794295.000000 Penalty: 3396.604004
	Iteration 56Q: 3 clusters Score -3794295 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3794396.750000 Penalty: 3396.604004
	Iteration 57Q: 3 clusters Score -3794397 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3794447.750000 Penalty: 3396.604004
	Iteration 58Q: 3 clusters Score -3794448 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3794518.000000 Penalty: 3396.604004
	Iteration 59Q: 3 clusters Score -3794518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3794575.750000 Penalty: 3396.604004
	Iteration 60F: 3 clusters Score -3794576 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3794624.500000 Penalty: 3396.604004
	Iteration 61Q: 3 clusters Score -3794624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3794655.750000 Penalty: 3396.604004
	Iteration 62Q: 3 clusters Score -3794656 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3794692.250000 Penalty: 3396.604004
	Iteration 63Q: 3 clusters Score -3794692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3794703.000000 Penalty: 3396.604004
	Iteration 64Q: 3 clusters Score -3794703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3794720.250000 Penalty: 3396.604004
	Iteration 65Q: 3 clusters Score -3794720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3794739.500000 Penalty: 3396.604004
	Iteration 66Q: 3 clusters Score -3794740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3794736.750000 Penalty: 3396.604004
	Iteration 67Q: 3 clusters Score -3794737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3794754.000000 Penalty: 3396.604004
	Iteration 68Q: 3 clusters Score -3794754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3794765.000000 Penalty: 3396.604004
	Iteration 69Q: 3 clusters Score -3794765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3794779.000000 Penalty: 3396.604004
	Iteration 70Q: 3 clusters Score -3794779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3794782.250000 Penalty: 3396.604004
	Iteration 71Q: 3 clusters Score -3794782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3794791.000000 Penalty: 3396.604004
	Iteration 72Q: 3 clusters Score -3794791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3794797.000000 Penalty: 3396.604004
	Iteration 73Q: 3 clusters Score -3794797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3794796.500000 Penalty: 3396.604004
	Iteration 74Q: 3 clusters Score -3794796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3794804.750000 Penalty: 3396.604004
	Iteration 75Q: 3 clusters Score -3794805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3794809.250000 Penalty: 3396.604004
	Iteration 76Q: 3 clusters Score -3794809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3794806.500000 Penalty: 3396.604004
	Iteration 77Q: 3 clusters Score -3794806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3794808.250000 Penalty: 3396.604004
	Iteration 78Q: 3 clusters Score -3794808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3794810.500000 Penalty: 3396.604004
	Iteration 79Q: 3 clusters Score -3794810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3794816.250000 Penalty: 3396.604004
	Iteration 80F: 3 clusters Score -3794816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3794811.750000 Penalty: 3396.604004
	Iteration 81Q: 3 clusters Score -3794812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3794818.500000 Penalty: 3396.604004
	Iteration 82Q: 3 clusters Score -3794818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3794821.250000 Penalty: 3396.604004
	Iteration 83Q: 3 clusters Score -3794821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3794820.500000 Penalty: 3396.604004
	Iteration 84Q: 3 clusters Score -3794820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3794822.500000 Penalty: 3396.604004
	Iteration 85Q: 3 clusters Score -3794822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3794827.250000 Penalty: 3396.604004
	Iteration 86Q: 3 clusters Score -3794827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3794826.500000 Penalty: 3396.604004
	Iteration 87Q: 3 clusters Score -3794826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3794826.000000 Penalty: 3396.604004
	Iteration 88Q: 3 clusters Score -3794826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3794833.250000 Penalty: 3396.604004
	Iteration 89Q: 3 clusters Score -3794833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3794830.500000 Penalty: 3396.604004
	Iteration 90Q: 3 clusters Score -3794830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3794833.750000 Penalty: 3396.604004
	Iteration 91Q: 3 clusters Score -3794834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3794832.000000 Penalty: 3396.604004
	Iteration 92Q: 3 clusters Score -3794832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3794839.000000 Penalty: 3396.604004
	Iteration 93Q: 3 clusters Score -3794839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3794838.250000 Penalty: 3396.604004
	Iteration 94Q: 3 clusters Score -3794838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3794842.500000 Penalty: 3396.604004
	Iteration 95Q: 3 clusters Score -3794842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3794847.750000 Penalty: 3396.604004
	Iteration 96Q: 3 clusters Score -3794848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3794847.750000 Penalty: 3396.604004
	Iteration 97Q: 3 clusters Score -3794848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3794851.750000 Penalty: 3396.604004
	Iteration 98Q: 3 clusters Score -3794852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3794851.250000 Penalty: 3396.604004
	Iteration 99Q: 3 clusters Score -3794851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3794854.750000 Penalty: 3396.604004
	Iteration 100F: 3 clusters Score -3794855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3794859.750000 Penalty: 3396.604004
	Iteration 101Q: 3 clusters Score -3794860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3794859.500000 Penalty: 3396.604004
	Iteration 102Q: 3 clusters Score -3794860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3794859.250000 Penalty: 3396.604004
	Iteration 103Q: 3 clusters Score -3794859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3794865.500000 Penalty: 3396.604004
	Iteration 104Q: 3 clusters Score -3794866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3794857.250000 Penalty: 3396.604004
	Iteration 105Q: 3 clusters Score -3794857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3794864.750000 Penalty: 3396.604004
	Iteration 106Q: 3 clusters Score -3794865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3794862.250000 Penalty: 3396.604004
	Iteration 107Q: 3 clusters Score -3794862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3794865.250000 Penalty: 3396.604004
	Iteration 108Q: 3 clusters Score -3794865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3794868.750000 Penalty: 3396.604004
	Iteration 109Q: 3 clusters Score -3794869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3794871.750000 Penalty: 3396.604004
	Iteration 110Q: 3 clusters Score -3794872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3794866.250000 Penalty: 3396.604004
	Iteration 111Q: 3 clusters Score -3794866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3794868.000000 Penalty: 3396.604004
	Iteration 112Q: 3 clusters Score -3794868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3794865.750000 Penalty: 3396.604004
	Iteration 113Q: 3 clusters Score -3794866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3794867.750000 Penalty: 3396.604004
	Iteration 114Q: 3 clusters Score -3794868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3794867.750000 Penalty: 3396.604004
	Iteration 115F: 3 clusters Score -3794868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -432971.312500 Penalty: 1357.251831
	Iteration 0F: 2 clusters Score -432971.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -429530.375000 Penalty: 2714.503662
	Iteration 0F: 3 clusters Score -429530.4 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -430530.656250 Penalty: 2714.503662
	Iteration 1F: 3 clusters Score -430530.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -430837.656250 Penalty: 2714.503662
	Iteration 2F: 3 clusters Score -430837.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -431191.750000 Penalty: 2714.503662
	Iteration 3F: 3 clusters Score -431191.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -431544.218750 Penalty: 2714.503662
	Iteration 4F: 3 clusters Score -431544.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -431860.750000 Penalty: 2714.503662
	Iteration 5F: 3 clusters Score -431860.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -432105.562500 Penalty: 2714.503662
	Iteration 6F: 3 clusters Score -432105.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -432252.281250 Penalty: 2714.503662
	Iteration 7Q: 3 clusters Score -432252.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -432352.156250 Penalty: 2714.503662
	Iteration 8Q: 3 clusters Score -432352.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -432415.156250 Penalty: 2714.503662
	Iteration 9Q: 3 clusters Score -432415.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -432457.156250 Penalty: 2714.503662
	Iteration 10Q: 3 clusters Score -432457.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -432487.843750 Penalty: 2714.503662
	Iteration 11Q: 3 clusters Score -432487.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -432513.875000 Penalty: 2714.503662
	Iteration 12Q: 3 clusters Score -432513.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -432537.187500 Penalty: 2714.503662
	Iteration 13Q: 3 clusters Score -432537.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -432555.687500 Penalty: 2714.503662
	Iteration 14Q: 3 clusters Score -432555.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -432571.468750 Penalty: 2714.503662
	Iteration 15Q: 3 clusters Score -432571.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -432582.718750 Penalty: 2714.503662
	Iteration 16Q: 3 clusters Score -432582.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -432590.437500 Penalty: 2714.503662
	Iteration 17Q: 3 clusters Score -432590.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -432594.875000 Penalty: 2714.503662
	Iteration 18Q: 3 clusters Score -432594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -432597.031250 Penalty: 2714.503662
	Iteration 19Q: 3 clusters Score -432597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -432597.593750 Penalty: 2714.503662
	Iteration 20F: 3 clusters Score -432597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -432600.500000 Penalty: 2714.503662
	Iteration 21Q: 3 clusters Score -432600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -432603.125000 Penalty: 2714.503662
	Iteration 22Q: 3 clusters Score -432603.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -432608.125000 Penalty: 2714.503662
	Iteration 23Q: 3 clusters Score -432608.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -432612.531250 Penalty: 2714.503662
	Iteration 24Q: 3 clusters Score -432612.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -432617.937500 Penalty: 2714.503662
	Iteration 25Q: 3 clusters Score -432617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -432622.156250 Penalty: 2714.503662
	Iteration 26Q: 3 clusters Score -432622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -432624.437500 Penalty: 2714.503662
	Iteration 27Q: 3 clusters Score -432624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -432627.281250 Penalty: 2714.503662
	Iteration 28Q: 3 clusters Score -432627.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -432630.562500 Penalty: 2714.503662
	Iteration 29Q: 3 clusters Score -432630.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -432631.031250 Penalty: 2714.503662
	Iteration 30Q: 3 clusters Score -432631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -432633.875000 Penalty: 2714.503662
	Iteration 31Q: 3 clusters Score -432633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -432638.625000 Penalty: 2714.503662
	Iteration 32Q: 3 clusters Score -432638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -432641.812500 Penalty: 2714.503662
	Iteration 33Q: 3 clusters Score -432641.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -432649.000000 Penalty: 2714.503662
	Iteration 34Q: 3 clusters Score -432649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -432653.593750 Penalty: 2714.503662
	Iteration 35Q: 3 clusters Score -432653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -432658.593750 Penalty: 2714.503662
	Iteration 36Q: 3 clusters Score -432658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -432659.250000 Penalty: 2714.503662
	Iteration 37Q: 3 clusters Score -432659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -432659.968750 Penalty: 2714.503662
	Iteration 38Q: 3 clusters Score -432660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -432661.468750 Penalty: 2714.503662
	Iteration 39Q: 3 clusters Score -432661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -432661.468750 Penalty: 2714.503662
	Iteration 40F: 3 clusters Score -432661.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -300035.750000 Penalty: 1295.861572
	Iteration 0F: 2 clusters Score -300035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -297355.000000 Penalty: 2591.723145
	Iteration 0F: 3 clusters Score -297355 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -298124.343750 Penalty: 2591.723145
	Iteration 1F: 3 clusters Score -298124.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -298450.593750 Penalty: 2591.723145
	Iteration 2F: 3 clusters Score -298450.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -298783.187500 Penalty: 2591.723145
	Iteration 3F: 3 clusters Score -298783.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -299182.156250 Penalty: 2591.723145
	Iteration 4F: 3 clusters Score -299182.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -299663.125000 Penalty: 2591.723145
	Iteration 5F: 3 clusters Score -299663.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -299839.218750 Penalty: 2591.723145
	Iteration 6F: 3 clusters Score -299839.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -299928.875000 Penalty: 2591.723145
	Iteration 7Q: 3 clusters Score -299928.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -300020.031250 Penalty: 2591.723145
	Iteration 8Q: 3 clusters Score -300020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -300170.500000 Penalty: 2591.723145
	Iteration 9Q: 3 clusters Score -300170.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -300284.250000 Penalty: 2591.723145
	Iteration 10Q: 3 clusters Score -300284.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -300356.093750 Penalty: 2591.723145
	Iteration 11Q: 3 clusters Score -300356.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -300401.562500 Penalty: 2591.723145
	Iteration 12Q: 3 clusters Score -300401.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -300424.343750 Penalty: 2591.723145
	Iteration 13Q: 3 clusters Score -300424.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -300437.500000 Penalty: 2591.723145
	Iteration 14Q: 3 clusters Score -300437.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -300442.625000 Penalty: 2591.723145
	Iteration 15Q: 3 clusters Score -300442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -300445.687500 Penalty: 2591.723145
	Iteration 16Q: 3 clusters Score -300445.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -300446.406250 Penalty: 2591.723145
	Iteration 17Q: 3 clusters Score -300446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -300447.625000 Penalty: 2591.723145
	Iteration 18Q: 3 clusters Score -300447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -300448.562500 Penalty: 2591.723145
	Iteration 19Q: 3 clusters Score -300448.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -300448.562500 Penalty: 2591.723145
	Iteration 20F: 3 clusters Score -300448.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 73365 members 
Mstep: Class 3 contains 176445 members 
Mstep: Class 4 contains 40653 members 
Mstep: Class 5 contains 66494 members 
Mstep: Class 6 contains 46424 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174633 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 34582 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 1369 members 
Mstep: Class 13 contains 1537 members 
Mstep: Class 14 contains 164012 members 
Mstep: Class 16 contains 36423 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 49019 members 
Mstep: Class 20 contains 3867 members 
Entering Unmasked Estep 
Score: -93853000.000000 Penalty: 40048.039062
Splitting cluster 12 changes total score from -93853488.000000 to -93853000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (164012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164012 members 
Entering Unmasked Estep 
Score: -17789822.000000 Penalty: 1951.250488
	Iteration 0F: 2 clusters Score -1.778982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -17680266.000000 Penalty: 3902.500977
	Iteration 0F: 3 clusters Score -1.768027e+07 nChanged 79351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -17726812.000000 Penalty: 3902.500977
	Iteration 1F: 3 clusters Score -1.772681e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -17727808.000000 Penalty: 3902.500977
	Iteration 2Q: 3 clusters Score -1.772781e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -17729718.000000 Penalty: 3902.500977
	Iteration 3Q: 3 clusters Score -1.772972e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -17733550.000000 Penalty: 3902.500977
	Iteration 4F: 3 clusters Score -1.773355e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116137 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -17741390.000000 Penalty: 3902.500977
	Iteration 5F: 3 clusters Score -1.774139e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131822 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -17755288.000000 Penalty: 3902.500977
	Iteration 6F: 3 clusters Score -1.775529e+07 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -17771920.000000 Penalty: 3902.500977
	Iteration 7F: 3 clusters Score -1.777192e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158703 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -17782914.000000 Penalty: 3902.500977
	Iteration 8F: 3 clusters Score -1.778291e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162765 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -17786842.000000 Penalty: 3902.500977
	Iteration 9Q: 3 clusters Score -1.778684e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -17787758.000000 Penalty: 3902.500977
	Iteration 10Q: 3 clusters Score -1.778776e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17787942.000000 Penalty: 3902.500977
	Iteration 11Q: 3 clusters Score -1.778794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17787990.000000 Penalty: 3902.500977
	Iteration 12Q: 3 clusters Score -1.778799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17788030.000000 Penalty: 3902.500977
	Iteration 13Q: 3 clusters Score -1.778803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17788020.000000 Penalty: 3902.500977
	Iteration 14Q: 3 clusters Score -1.778802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17788028.000000 Penalty: 3902.500977
	Iteration 15Q: 3 clusters Score -1.778803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17788034.000000 Penalty: 3902.500977
	Iteration 16Q: 3 clusters Score -1.778803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17788030.000000 Penalty: 3902.500977
	Iteration 17Q: 3 clusters Score -1.778803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17788030.000000 Penalty: 3902.500977
	Iteration 18F: 3 clusters Score -1.778803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Entering Unmasked Estep 
Score: -3998322.750000 Penalty: 1706.730225
	Iteration 0F: 2 clusters Score -3998323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3973947.000000 Penalty: 3413.460449
	Iteration 0F: 3 clusters Score -3973947 nChanged 16882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3983683.500000 Penalty: 3413.460449
	Iteration 1F: 3 clusters Score -3983684 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3984375.750000 Penalty: 3413.460449
	Iteration 2Q: 3 clusters Score -3984376 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3985290.250000 Penalty: 3413.460449
	Iteration 3F: 3 clusters Score -3985290 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3986420.250000 Penalty: 3413.460449
	Iteration 4F: 3 clusters Score -3986420 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3987852.250000 Penalty: 3413.460449
	Iteration 5F: 3 clusters Score -3987852 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3989714.500000 Penalty: 3413.460449
	Iteration 6F: 3 clusters Score -3989714 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3991729.000000 Penalty: 3413.460449
	Iteration 7F: 3 clusters Score -3991729 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3993226.250000 Penalty: 3413.460449
	Iteration 8F: 3 clusters Score -3993226 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3993956.000000 Penalty: 3413.460449
	Iteration 9Q: 3 clusters Score -3993956 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3994287.000000 Penalty: 3413.460449
	Iteration 10Q: 3 clusters Score -3994287 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3994466.000000 Penalty: 3413.460449
	Iteration 11Q: 3 clusters Score -3994466 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3994592.500000 Penalty: 3413.460449
	Iteration 12Q: 3 clusters Score -3994592 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3994731.000000 Penalty: 3413.460449
	Iteration 13Q: 3 clusters Score -3994731 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3994869.500000 Penalty: 3413.460449
	Iteration 14Q: 3 clusters Score -3994870 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3995001.750000 Penalty: 3413.460449
	Iteration 15Q: 3 clusters Score -3995002 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3995119.000000 Penalty: 3413.460449
	Iteration 16Q: 3 clusters Score -3995119 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3995244.000000 Penalty: 3413.460449
	Iteration 17Q: 3 clusters Score -3995244 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3995347.250000 Penalty: 3413.460449
	Iteration 18Q: 3 clusters Score -3995347 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3995440.750000 Penalty: 3413.460449
	Iteration 19Q: 3 clusters Score -3995441 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3995551.250000 Penalty: 3413.460449
	Iteration 20F: 3 clusters Score -3995551 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3995631.250000 Penalty: 3413.460449
	Iteration 21Q: 3 clusters Score -3995631 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3995704.750000 Penalty: 3413.460449
	Iteration 22Q: 3 clusters Score -3995705 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3995784.250000 Penalty: 3413.460449
	Iteration 23Q: 3 clusters Score -3995784 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3995873.500000 Penalty: 3413.460449
	Iteration 24Q: 3 clusters Score -3995874 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3995950.500000 Penalty: 3413.460449
	Iteration 25Q: 3 clusters Score -3995950 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3996030.250000 Penalty: 3413.460449
	Iteration 26Q: 3 clusters Score -3996030 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3996112.750000 Penalty: 3413.460449
	Iteration 27Q: 3 clusters Score -3996113 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3996200.500000 Penalty: 3413.460449
	Iteration 28Q: 3 clusters Score -3996200 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3996267.250000 Penalty: 3413.460449
	Iteration 29Q: 3 clusters Score -3996267 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3996344.000000 Penalty: 3413.460449
	Iteration 30Q: 3 clusters Score -3996344 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3996425.000000 Penalty: 3413.460449
	Iteration 31Q: 3 clusters Score -3996425 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3996504.500000 Penalty: 3413.460449
	Iteration 32Q: 3 clusters Score -3996504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3996566.000000 Penalty: 3413.460449
	Iteration 33Q: 3 clusters Score -3996566 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3996649.000000 Penalty: 3413.460449
	Iteration 34Q: 3 clusters Score -3996649 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3996715.250000 Penalty: 3413.460449
	Iteration 35Q: 3 clusters Score -3996715 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3996779.250000 Penalty: 3413.460449
	Iteration 36Q: 3 clusters Score -3996779 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3996831.500000 Penalty: 3413.460449
	Iteration 37Q: 3 clusters Score -3996832 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3996874.250000 Penalty: 3413.460449
	Iteration 38Q: 3 clusters Score -3996874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3996920.250000 Penalty: 3413.460449
	Iteration 39Q: 3 clusters Score -3996920 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3996944.250000 Penalty: 3413.460449
	Iteration 40F: 3 clusters Score -3996944 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3996956.000000 Penalty: 3413.460449
	Iteration 41Q: 3 clusters Score -3996956 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3996986.750000 Penalty: 3413.460449
	Iteration 42Q: 3 clusters Score -3996987 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3997023.750000 Penalty: 3413.460449
	Iteration 43Q: 3 clusters Score -3997024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3997047.250000 Penalty: 3413.460449
	Iteration 44Q: 3 clusters Score -3997047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3997063.750000 Penalty: 3413.460449
	Iteration 45Q: 3 clusters Score -3997064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3997075.750000 Penalty: 3413.460449
	Iteration 46Q: 3 clusters Score -3997076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3997087.250000 Penalty: 3413.460449
	Iteration 47Q: 3 clusters Score -3997087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3997075.750000 Penalty: 3413.460449
	Iteration 48Q: 3 clusters Score -3997076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3997088.250000 Penalty: 3413.460449
	Iteration 49Q: 3 clusters Score -3997088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3997099.250000 Penalty: 3413.460449
	Iteration 50Q: 3 clusters Score -3997099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3997115.750000 Penalty: 3413.460449
	Iteration 51Q: 3 clusters Score -3997116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3997124.000000 Penalty: 3413.460449
	Iteration 52Q: 3 clusters Score -3997124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3997126.750000 Penalty: 3413.460449
	Iteration 53Q: 3 clusters Score -3997127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3997132.750000 Penalty: 3413.460449
	Iteration 54Q: 3 clusters Score -3997133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3997146.500000 Penalty: 3413.460449
	Iteration 55Q: 3 clusters Score -3997146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3997154.750000 Penalty: 3413.460449
	Iteration 56Q: 3 clusters Score -3997155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3997163.750000 Penalty: 3413.460449
	Iteration 57Q: 3 clusters Score -3997164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3997165.500000 Penalty: 3413.460449
	Iteration 58Q: 3 clusters Score -3997166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3997163.500000 Penalty: 3413.460449
	Iteration 59Q: 3 clusters Score -3997164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3997160.750000 Penalty: 3413.460449
	Iteration 60F: 3 clusters Score -3997161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3997164.000000 Penalty: 3413.460449
	Iteration 61Q: 3 clusters Score -3997164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3997163.000000 Penalty: 3413.460449
	Iteration 62Q: 3 clusters Score -3997163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3997177.000000 Penalty: 3413.460449
	Iteration 63Q: 3 clusters Score -3997177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3997180.500000 Penalty: 3413.460449
	Iteration 64Q: 3 clusters Score -3997180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3997188.250000 Penalty: 3413.460449
	Iteration 65Q: 3 clusters Score -3997188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3997198.250000 Penalty: 3413.460449
	Iteration 66Q: 3 clusters Score -3997198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3997201.000000 Penalty: 3413.460449
	Iteration 67Q: 3 clusters Score -3997201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3997202.750000 Penalty: 3413.460449
	Iteration 68Q: 3 clusters Score -3997203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3997208.000000 Penalty: 3413.460449
	Iteration 69Q: 3 clusters Score -3997208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3997217.000000 Penalty: 3413.460449
	Iteration 70Q: 3 clusters Score -3997217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3997212.000000 Penalty: 3413.460449
	Iteration 71Q: 3 clusters Score -3997212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3997211.750000 Penalty: 3413.460449
	Iteration 72Q: 3 clusters Score -3997212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3997214.250000 Penalty: 3413.460449
	Iteration 73Q: 3 clusters Score -3997214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3997212.750000 Penalty: 3413.460449
	Iteration 74Q: 3 clusters Score -3997213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3997216.000000 Penalty: 3413.460449
	Iteration 75Q: 3 clusters Score -3997216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3997218.750000 Penalty: 3413.460449
	Iteration 76Q: 3 clusters Score -3997219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3997219.750000 Penalty: 3413.460449
	Iteration 77Q: 3 clusters Score -3997220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3997219.000000 Penalty: 3413.460449
	Iteration 78Q: 3 clusters Score -3997219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3997219.000000 Penalty: 3413.460449
	Iteration 79Q: 3 clusters Score -3997219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3997222.750000 Penalty: 3413.460449
	Iteration 80F: 3 clusters Score -3997223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3997222.500000 Penalty: 3413.460449
	Iteration 81Q: 3 clusters Score -3997222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3997227.750000 Penalty: 3413.460449
	Iteration 82Q: 3 clusters Score -3997228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3997226.000000 Penalty: 3413.460449
	Iteration 83Q: 3 clusters Score -3997226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3997224.500000 Penalty: 3413.460449
	Iteration 84Q: 3 clusters Score -3997224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3997226.250000 Penalty: 3413.460449
	Iteration 85Q: 3 clusters Score -3997226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3997226.250000 Penalty: 3413.460449
	Iteration 86F: 3 clusters Score -3997226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -34781.414062 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -34781.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33913.296875 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -33913.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34165.007812 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -34165.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34261.167969 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -34261.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34287.000000 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -34287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34298.777344 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -34298.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34303.250000 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -34303.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34306.996094 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -34307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34308.117188 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -34308.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34308.117188 Penalty: 1935.647095
	Iteration 8F: 3 clusters Score -34308.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Entering Unmasked Estep 
Score: -5163023.000000 Penalty: 1754.994019
	Iteration 0F: 2 clusters Score -5163023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -5130183.000000 Penalty: 3509.988037
	Iteration 0F: 3 clusters Score -5130183 nChanged 23082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -5143377.500000 Penalty: 3509.988037
	Iteration 1F: 3 clusters Score -5143378 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -5143965.000000 Penalty: 3509.988037
	Iteration 2Q: 3 clusters Score -5143965 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -5144628.000000 Penalty: 3509.988037
	Iteration 3Q: 3 clusters Score -5144628 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -5145482.000000 Penalty: 3509.988037
	Iteration 4Q: 3 clusters Score -5145482 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -5146587.000000 Penalty: 3509.988037
	Iteration 5F: 3 clusters Score -5146587 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5148014.500000 Penalty: 3509.988037
	Iteration 6F: 3 clusters Score -5148014 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -5149785.500000 Penalty: 3509.988037
	Iteration 7F: 3 clusters Score -5149786 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5151484.500000 Penalty: 3509.988037
	Iteration 8F: 3 clusters Score -5151484 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -5152952.000000 Penalty: 3509.988037
	Iteration 9F: 3 clusters Score -5152952 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5154022.500000 Penalty: 3509.988037
	Iteration 10Q: 3 clusters Score -5154022 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5154493.000000 Penalty: 3509.988037
	Iteration 11Q: 3 clusters Score -5154493 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -5154792.500000 Penalty: 3509.988037
	Iteration 12Q: 3 clusters Score -5154792 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -5154926.000000 Penalty: 3509.988037
	Iteration 13Q: 3 clusters Score -5154926 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -5155068.000000 Penalty: 3509.988037
	Iteration 14Q: 3 clusters Score -5155068 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5155184.500000 Penalty: 3509.988037
	Iteration 15Q: 3 clusters Score -5155184 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5155273.000000 Penalty: 3509.988037
	Iteration 16Q: 3 clusters Score -5155273 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5155360.000000 Penalty: 3509.988037
	Iteration 17Q: 3 clusters Score -5155360 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -5155408.500000 Penalty: 3509.988037
	Iteration 18Q: 3 clusters Score -5155408 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -5155477.500000 Penalty: 3509.988037
	Iteration 19Q: 3 clusters Score -5155478 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -5155517.000000 Penalty: 3509.988037
	Iteration 20F: 3 clusters Score -5155517 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -5155545.500000 Penalty: 3509.988037
	Iteration 21Q: 3 clusters Score -5155546 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -5155605.000000 Penalty: 3509.988037
	Iteration 22Q: 3 clusters Score -5155605 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5155662.500000 Penalty: 3509.988037
	Iteration 23Q: 3 clusters Score -5155662 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -5155733.500000 Penalty: 3509.988037
	Iteration 24Q: 3 clusters Score -5155734 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -5155803.500000 Penalty: 3509.988037
	Iteration 25Q: 3 clusters Score -5155804 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5155907.000000 Penalty: 3509.988037
	Iteration 26Q: 3 clusters Score -5155907 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -5155967.500000 Penalty: 3509.988037
	Iteration 27Q: 3 clusters Score -5155968 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -5156053.500000 Penalty: 3509.988037
	Iteration 28Q: 3 clusters Score -5156054 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -5156148.500000 Penalty: 3509.988037
	Iteration 29Q: 3 clusters Score -5156148 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5156286.000000 Penalty: 3509.988037
	Iteration 30Q: 3 clusters Score -5156286 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -5156392.000000 Penalty: 3509.988037
	Iteration 31Q: 3 clusters Score -5156392 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -5156530.500000 Penalty: 3509.988037
	Iteration 32Q: 3 clusters Score -5156530 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -5156682.000000 Penalty: 3509.988037
	Iteration 33Q: 3 clusters Score -5156682 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -5156839.500000 Penalty: 3509.988037
	Iteration 34Q: 3 clusters Score -5156840 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5157005.500000 Penalty: 3509.988037
	Iteration 35Q: 3 clusters Score -5157006 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -5157212.500000 Penalty: 3509.988037
	Iteration 36Q: 3 clusters Score -5157212 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5157422.500000 Penalty: 3509.988037
	Iteration 37Q: 3 clusters Score -5157422 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -5157631.000000 Penalty: 3509.988037
	Iteration 38Q: 3 clusters Score -5157631 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5157897.500000 Penalty: 3509.988037
	Iteration 39Q: 3 clusters Score -5157898 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -5158121.000000 Penalty: 3509.988037
	Iteration 40F: 3 clusters Score -5158121 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -5158394.500000 Penalty: 3509.988037
	Iteration 41Q: 3 clusters Score -5158394 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -5158688.500000 Penalty: 3509.988037
	Iteration 42Q: 3 clusters Score -5158688 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -5158937.500000 Penalty: 3509.988037
	Iteration 43Q: 3 clusters Score -5158938 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -5159175.000000 Penalty: 3509.988037
	Iteration 44Q: 3 clusters Score -5159175 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -5159385.000000 Penalty: 3509.988037
	Iteration 45Q: 3 clusters Score -5159385 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -5159577.000000 Penalty: 3509.988037
	Iteration 46Q: 3 clusters Score -5159577 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -5159727.000000 Penalty: 3509.988037
	Iteration 47Q: 3 clusters Score -5159727 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -5159890.000000 Penalty: 3509.988037
	Iteration 48Q: 3 clusters Score -5159890 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -5160066.500000 Penalty: 3509.988037
	Iteration 49Q: 3 clusters Score -5160066 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5160249.500000 Penalty: 3509.988037
	Iteration 50Q: 3 clusters Score -5160250 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -5160449.000000 Penalty: 3509.988037
	Iteration 51Q: 3 clusters Score -5160449 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5160627.000000 Penalty: 3509.988037
	Iteration 52Q: 3 clusters Score -5160627 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5160790.500000 Penalty: 3509.988037
	Iteration 53Q: 3 clusters Score -5160790 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5160947.500000 Penalty: 3509.988037
	Iteration 54Q: 3 clusters Score -5160948 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5161083.500000 Penalty: 3509.988037
	Iteration 55Q: 3 clusters Score -5161084 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5161192.000000 Penalty: 3509.988037
	Iteration 56Q: 3 clusters Score -5161192 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5161282.000000 Penalty: 3509.988037
	Iteration 57Q: 3 clusters Score -5161282 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5161350.500000 Penalty: 3509.988037
	Iteration 58Q: 3 clusters Score -5161350 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5161412.500000 Penalty: 3509.988037
	Iteration 59Q: 3 clusters Score -5161412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5161457.000000 Penalty: 3509.988037
	Iteration 60F: 3 clusters Score -5161457 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5161514.000000 Penalty: 3509.988037
	Iteration 61Q: 3 clusters Score -5161514 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5161552.000000 Penalty: 3509.988037
	Iteration 62Q: 3 clusters Score -5161552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5161590.500000 Penalty: 3509.988037
	Iteration 63Q: 3 clusters Score -5161590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5161638.000000 Penalty: 3509.988037
	Iteration 64Q: 3 clusters Score -5161638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5161664.500000 Penalty: 3509.988037
	Iteration 65Q: 3 clusters Score -5161664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5161682.500000 Penalty: 3509.988037
	Iteration 66Q: 3 clusters Score -5161682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5161699.500000 Penalty: 3509.988037
	Iteration 67Q: 3 clusters Score -5161700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5161711.500000 Penalty: 3509.988037
	Iteration 68Q: 3 clusters Score -5161712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5161726.500000 Penalty: 3509.988037
	Iteration 69Q: 3 clusters Score -5161726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5161734.500000 Penalty: 3509.988037
	Iteration 70Q: 3 clusters Score -5161734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5161747.000000 Penalty: 3509.988037
	Iteration 71Q: 3 clusters Score -5161747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5161752.500000 Penalty: 3509.988037
	Iteration 72Q: 3 clusters Score -5161752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5161767.000000 Penalty: 3509.988037
	Iteration 73Q: 3 clusters Score -5161767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5161787.000000 Penalty: 3509.988037
	Iteration 74Q: 3 clusters Score -5161787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5161778.500000 Penalty: 3509.988037
	Iteration 75Q: 3 clusters Score -5161778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5161779.500000 Penalty: 3509.988037
	Iteration 76Q: 3 clusters Score -5161780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5161791.000000 Penalty: 3509.988037
	Iteration 77Q: 3 clusters Score -5161791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5161801.000000 Penalty: 3509.988037
	Iteration 78Q: 3 clusters Score -5161801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5161804.000000 Penalty: 3509.988037
	Iteration 79Q: 3 clusters Score -5161804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5161812.500000 Penalty: 3509.988037
	Iteration 80F: 3 clusters Score -5161812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5161814.500000 Penalty: 3509.988037
	Iteration 81Q: 3 clusters Score -5161814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5161811.000000 Penalty: 3509.988037
	Iteration 82Q: 3 clusters Score -5161811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5161820.500000 Penalty: 3509.988037
	Iteration 83Q: 3 clusters Score -5161820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5161822.500000 Penalty: 3509.988037
	Iteration 84Q: 3 clusters Score -5161822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5161820.500000 Penalty: 3509.988037
	Iteration 85Q: 3 clusters Score -5161820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5161815.500000 Penalty: 3509.988037
	Iteration 86Q: 3 clusters Score -5161816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5161823.500000 Penalty: 3509.988037
	Iteration 87Q: 3 clusters Score -5161824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5161824.000000 Penalty: 3509.988037
	Iteration 88Q: 3 clusters Score -5161824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5161820.500000 Penalty: 3509.988037
	Iteration 89Q: 3 clusters Score -5161820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5161823.500000 Penalty: 3509.988037
	Iteration 90Q: 3 clusters Score -5161824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5161830.500000 Penalty: 3509.988037
	Iteration 91Q: 3 clusters Score -5161830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5161825.500000 Penalty: 3509.988037
	Iteration 92Q: 3 clusters Score -5161826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5161827.000000 Penalty: 3509.988037
	Iteration 93Q: 3 clusters Score -5161827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5161836.000000 Penalty: 3509.988037
	Iteration 94Q: 3 clusters Score -5161836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5161834.500000 Penalty: 3509.988037
	Iteration 95Q: 3 clusters Score -5161834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5161838.000000 Penalty: 3509.988037
	Iteration 96Q: 3 clusters Score -5161838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5161837.000000 Penalty: 3509.988037
	Iteration 97Q: 3 clusters Score -5161837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5161837.000000 Penalty: 3509.988037
	Iteration 98Q: 3 clusters Score -5161837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5161842.500000 Penalty: 3509.988037
	Iteration 99Q: 3 clusters Score -5161842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5161837.500000 Penalty: 3509.988037
	Iteration 100F: 3 clusters Score -5161838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5161838.500000 Penalty: 3509.988037
	Iteration 101Q: 3 clusters Score -5161838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5161840.000000 Penalty: 3509.988037
	Iteration 102Q: 3 clusters Score -5161840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5161840.000000 Penalty: 3509.988037
	Iteration 103F: 3 clusters Score -5161840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -431656.718750 Penalty: 1342.287964
	Iteration 0F: 2 clusters Score -431656.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -428398.593750 Penalty: 2684.575928
	Iteration 0F: 3 clusters Score -428398.6 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -429231.906250 Penalty: 2684.575928
	Iteration 1F: 3 clusters Score -429231.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -429371.937500 Penalty: 2684.575928
	Iteration 2F: 3 clusters Score -429371.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -429452.812500 Penalty: 2684.575928
	Iteration 3Q: 3 clusters Score -429452.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -429507.468750 Penalty: 2684.575928
	Iteration 4Q: 3 clusters Score -429507.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -429544.343750 Penalty: 2684.575928
	Iteration 5Q: 3 clusters Score -429544.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -429570.312500 Penalty: 2684.575928
	Iteration 6Q: 3 clusters Score -429570.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -429592.437500 Penalty: 2684.575928
	Iteration 7Q: 3 clusters Score -429592.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -429615.718750 Penalty: 2684.575928
	Iteration 8Q: 3 clusters Score -429615.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -429634.375000 Penalty: 2684.575928
	Iteration 9Q: 3 clusters Score -429634.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -429651.375000 Penalty: 2684.575928
	Iteration 10Q: 3 clusters Score -429651.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -429663.218750 Penalty: 2684.575928
	Iteration 11Q: 3 clusters Score -429663.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -429672.593750 Penalty: 2684.575928
	Iteration 12Q: 3 clusters Score -429672.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -429684.750000 Penalty: 2684.575928
	Iteration 13Q: 3 clusters Score -429684.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -429697.031250 Penalty: 2684.575928
	Iteration 14Q: 3 clusters Score -429697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -429708.375000 Penalty: 2684.575928
	Iteration 15Q: 3 clusters Score -429708.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -429716.281250 Penalty: 2684.575928
	Iteration 16Q: 3 clusters Score -429716.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -429723.500000 Penalty: 2684.575928
	Iteration 17Q: 3 clusters Score -429723.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -429731.593750 Penalty: 2684.575928
	Iteration 18Q: 3 clusters Score -429731.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -429740.062500 Penalty: 2684.575928
	Iteration 19Q: 3 clusters Score -429740.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -429747.875000 Penalty: 2684.575928
	Iteration 20F: 3 clusters Score -429747.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -429753.000000 Penalty: 2684.575928
	Iteration 21Q: 3 clusters Score -429753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -429757.843750 Penalty: 2684.575928
	Iteration 22Q: 3 clusters Score -429757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -429763.343750 Penalty: 2684.575928
	Iteration 23Q: 3 clusters Score -429763.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -429767.125000 Penalty: 2684.575928
	Iteration 24Q: 3 clusters Score -429767.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -429770.937500 Penalty: 2684.575928
	Iteration 25Q: 3 clusters Score -429770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -429774.968750 Penalty: 2684.575928
	Iteration 26Q: 3 clusters Score -429775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -429780.875000 Penalty: 2684.575928
	Iteration 27Q: 3 clusters Score -429780.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -429785.906250 Penalty: 2684.575928
	Iteration 28Q: 3 clusters Score -429785.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -429792.687500 Penalty: 2684.575928
	Iteration 29Q: 3 clusters Score -429792.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -429799.031250 Penalty: 2684.575928
	Iteration 30Q: 3 clusters Score -429799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -429805.312500 Penalty: 2684.575928
	Iteration 31Q: 3 clusters Score -429805.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -429811.718750 Penalty: 2684.575928
	Iteration 32Q: 3 clusters Score -429811.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -429819.781250 Penalty: 2684.575928
	Iteration 33Q: 3 clusters Score -429819.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -429828.468750 Penalty: 2684.575928
	Iteration 34Q: 3 clusters Score -429828.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -429835.750000 Penalty: 2684.575928
	Iteration 35Q: 3 clusters Score -429835.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -429842.218750 Penalty: 2684.575928
	Iteration 36Q: 3 clusters Score -429842.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -429848.468750 Penalty: 2684.575928
	Iteration 37Q: 3 clusters Score -429848.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -429853.843750 Penalty: 2684.575928
	Iteration 38Q: 3 clusters Score -429853.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -429858.343750 Penalty: 2684.575928
	Iteration 39Q: 3 clusters Score -429858.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -429863.218750 Penalty: 2684.575928
	Iteration 40F: 3 clusters Score -429863.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -429869.312500 Penalty: 2684.575928
	Iteration 41Q: 3 clusters Score -429869.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -429876.625000 Penalty: 2684.575928
	Iteration 42Q: 3 clusters Score -429876.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -429884.656250 Penalty: 2684.575928
	Iteration 43Q: 3 clusters Score -429884.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -429892.593750 Penalty: 2684.575928
	Iteration 44Q: 3 clusters Score -429892.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -429899.625000 Penalty: 2684.575928
	Iteration 45Q: 3 clusters Score -429899.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -429906.718750 Penalty: 2684.575928
	Iteration 46Q: 3 clusters Score -429906.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -429914.812500 Penalty: 2684.575928
	Iteration 47Q: 3 clusters Score -429914.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -429928.125000 Penalty: 2684.575928
	Iteration 48Q: 3 clusters Score -429928.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -429948.343750 Penalty: 2684.575928
	Iteration 49Q: 3 clusters Score -429948.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -429968.937500 Penalty: 2684.575928
	Iteration 50Q: 3 clusters Score -429968.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -429998.968750 Penalty: 2684.575928
	Iteration 51Q: 3 clusters Score -429999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -430028.093750 Penalty: 2684.575928
	Iteration 52Q: 3 clusters Score -430028.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -430053.625000 Penalty: 2684.575928
	Iteration 53Q: 3 clusters Score -430053.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -430090.125000 Penalty: 2684.575928
	Iteration 54Q: 3 clusters Score -430090.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -430131.468750 Penalty: 2684.575928
	Iteration 55Q: 3 clusters Score -430131.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -430167.093750 Penalty: 2684.575928
	Iteration 56Q: 3 clusters Score -430167.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -430199.968750 Penalty: 2684.575928
	Iteration 57Q: 3 clusters Score -430200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -430224.781250 Penalty: 2684.575928
	Iteration 58Q: 3 clusters Score -430224.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -430244.500000 Penalty: 2684.575928
	Iteration 59Q: 3 clusters Score -430244.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -430262.062500 Penalty: 2684.575928
	Iteration 60F: 3 clusters Score -430262.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -430281.250000 Penalty: 2684.575928
	Iteration 61Q: 3 clusters Score -430281.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -430301.500000 Penalty: 2684.575928
	Iteration 62Q: 3 clusters Score -430301.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -430314.062500 Penalty: 2684.575928
	Iteration 63Q: 3 clusters Score -430314.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -430324.843750 Penalty: 2684.575928
	Iteration 64Q: 3 clusters Score -430324.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -430343.093750 Penalty: 2684.575928
	Iteration 65Q: 3 clusters Score -430343.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -430359.437500 Penalty: 2684.575928
	Iteration 66Q: 3 clusters Score -430359.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -430376.343750 Penalty: 2684.575928
	Iteration 67Q: 3 clusters Score -430376.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -430388.687500 Penalty: 2684.575928
	Iteration 68Q: 3 clusters Score -430388.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -430398.062500 Penalty: 2684.575928
	Iteration 69Q: 3 clusters Score -430398.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -430405.843750 Penalty: 2684.575928
	Iteration 70Q: 3 clusters Score -430405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -430410.656250 Penalty: 2684.575928
	Iteration 71Q: 3 clusters Score -430410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -430414.468750 Penalty: 2684.575928
	Iteration 72Q: 3 clusters Score -430414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -430417.187500 Penalty: 2684.575928
	Iteration 73Q: 3 clusters Score -430417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -430421.281250 Penalty: 2684.575928
	Iteration 74Q: 3 clusters Score -430421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -430423.312500 Penalty: 2684.575928
	Iteration 75Q: 3 clusters Score -430423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -430426.625000 Penalty: 2684.575928
	Iteration 76Q: 3 clusters Score -430426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -430429.562500 Penalty: 2684.575928
	Iteration 77Q: 3 clusters Score -430429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -430431.093750 Penalty: 2684.575928
	Iteration 78Q: 3 clusters Score -430431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -430431.156250 Penalty: 2684.575928
	Iteration 79Q: 3 clusters Score -430431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -430431.156250 Penalty: 2684.575928
	Iteration 80F: 3 clusters Score -430431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 73365 members 
Mstep: Class 3 contains 176445 members 
Mstep: Class 4 contains 40653 members 
Mstep: Class 5 contains 66494 members 
Mstep: Class 6 contains 46424 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174633 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 34582 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 2906 members 
Mstep: Class 14 contains 164012 members 
Mstep: Class 16 contains 36423 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 49019 members 
Mstep: Class 20 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 159Q: 18 clusters Score -9.385363e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 73332 members 
Mstep: Class 3 contains 176444 members 
Mstep: Class 4 contains 40670 members 
Mstep: Class 5 contains 66460 members 
Mstep: Class 6 contains 46422 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174622 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 34579 members 
Mstep: Class 11 contains 4247 members 
Mstep: Class 12 contains 2904 members 
Mstep: Class 14 contains 164087 members 
Mstep: Class 16 contains 36432 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 49011 members 
Mstep: Class 20 contains 3846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853760.000000 Penalty: 37823.148438
Iteration 160F: 18 clusters Score -9.385376e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 73292 members 
Mstep: Class 3 contains 176460 members 
Mstep: Class 4 contains 40681 members 
Mstep: Class 5 contains 66442 members 
Mstep: Class 6 contains 46433 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174582 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 34572 members 
Mstep: Class 11 contains 4253 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 14 contains 164160 members 
Mstep: Class 16 contains 36448 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 49004 members 
Mstep: Class 20 contains 3822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853760.000000 Penalty: 37823.148438
Iteration 161Q: 18 clusters Score -9.385376e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 73251 members 
Mstep: Class 3 contains 176482 members 
Mstep: Class 4 contains 40700 members 
Mstep: Class 5 contains 66419 members 
Mstep: Class 6 contains 46451 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174579 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 34568 members 
Mstep: Class 11 contains 4259 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 14 contains 164226 members 
Mstep: Class 16 contains 36459 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 49003 members 
Mstep: Class 20 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853720.000000 Penalty: 37823.148438
Iteration 162Q: 18 clusters Score -9.385372e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 73226 members 
Mstep: Class 3 contains 176484 members 
Mstep: Class 4 contains 40712 members 
Mstep: Class 5 contains 66405 members 
Mstep: Class 6 contains 46465 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174564 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 34567 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 14 contains 164300 members 
Mstep: Class 16 contains 36461 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 48997 members 
Mstep: Class 20 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853752.000000 Penalty: 37823.148438
Iteration 163Q: 18 clusters Score -9.385375e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 73194 members 
Mstep: Class 3 contains 176492 members 
Mstep: Class 4 contains 40727 members 
Mstep: Class 5 contains 66390 members 
Mstep: Class 6 contains 46474 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174544 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 34562 members 
Mstep: Class 11 contains 4272 members 
Mstep: Class 12 contains 2872 members 
Mstep: Class 14 contains 164358 members 
Mstep: Class 16 contains 36458 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 48995 members 
Mstep: Class 20 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853896.000000 Penalty: 37823.148438
Iteration 164Q: 18 clusters Score -9.38539e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 73162 members 
Mstep: Class 3 contains 176485 members 
Mstep: Class 4 contains 40744 members 
Mstep: Class 5 contains 66372 members 
Mstep: Class 6 contains 46479 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174523 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 34560 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 14 contains 164426 members 
Mstep: Class 16 contains 36476 members 
Mstep: Class 18 contains 387 members 
Mstep: Class 19 contains 48983 members 
Mstep: Class 20 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853912.000000 Penalty: 37823.148438
Iteration 165Q: 18 clusters Score -9.385391e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 73137 members 
Mstep: Class 3 contains 176496 members 
Mstep: Class 4 contains 40762 members 
Mstep: Class 5 contains 66358 members 
Mstep: Class 6 contains 46469 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174520 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 34564 members 
Mstep: Class 11 contains 4286 members 
Mstep: Class 12 contains 2851 members 
Mstep: Class 14 contains 164484 members 
Mstep: Class 16 contains 36496 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 48973 members 
Mstep: Class 20 contains 3668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853776.000000 Penalty: 37823.148438
Iteration 166Q: 18 clusters Score -9.385378e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 73116 members 
Mstep: Class 3 contains 176506 members 
Mstep: Class 4 contains 40778 members 
Mstep: Class 5 contains 66345 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174503 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 34568 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 14 contains 164530 members 
Mstep: Class 16 contains 36503 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 48960 members 
Mstep: Class 20 contains 3654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853840.000000 Penalty: 37823.148438
Iteration 167Q: 18 clusters Score -9.385384e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 73094 members 
Mstep: Class 3 contains 176515 members 
Mstep: Class 4 contains 40785 members 
Mstep: Class 5 contains 66334 members 
Mstep: Class 6 contains 46492 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174482 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 34570 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 14 contains 164572 members 
Mstep: Class 16 contains 36508 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 19 contains 48953 members 
Mstep: Class 20 contains 3642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853736.000000 Penalty: 37823.148438
Iteration 168Q: 18 clusters Score -9.385374e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 73066 members 
Mstep: Class 3 contains 176521 members 
Mstep: Class 4 contains 40793 members 
Mstep: Class 5 contains 66309 members 
Mstep: Class 6 contains 46514 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174462 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 10 contains 34577 members 
Mstep: Class 11 contains 4317 members 
Mstep: Class 12 contains 2838 members 
Mstep: Class 14 contains 164613 members 
Mstep: Class 16 contains 36513 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48956 members 
Mstep: Class 20 contains 3639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853728.000000 Penalty: 37823.148438
Iteration 169Q: 18 clusters Score -9.385373e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 73046 members 
Mstep: Class 3 contains 176514 members 
Mstep: Class 4 contains 40802 members 
Mstep: Class 5 contains 66286 members 
Mstep: Class 6 contains 46524 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174441 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 2837 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 16 contains 36521 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48960 members 
Mstep: Class 20 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853792.000000 Penalty: 37823.148438
Iteration 170Q: 18 clusters Score -9.385379e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 73025 members 
Mstep: Class 3 contains 176517 members 
Mstep: Class 4 contains 40802 members 
Mstep: Class 5 contains 66274 members 
Mstep: Class 6 contains 46532 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174425 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 34574 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 14 contains 164720 members 
Mstep: Class 16 contains 36522 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48955 members 
Mstep: Class 20 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853680.000000 Penalty: 37823.148438
Iteration 171Q: 18 clusters Score -9.385368e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 73003 members 
Mstep: Class 3 contains 176525 members 
Mstep: Class 4 contains 40804 members 
Mstep: Class 5 contains 66261 members 
Mstep: Class 6 contains 46540 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174396 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 2834 members 
Mstep: Class 14 contains 164762 members 
Mstep: Class 16 contains 36520 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48958 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853592.000000 Penalty: 37823.148438
Iteration 172Q: 18 clusters Score -9.385359e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 72989 members 
Mstep: Class 3 contains 176534 members 
Mstep: Class 4 contains 40810 members 
Mstep: Class 5 contains 66257 members 
Mstep: Class 6 contains 46548 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174377 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 2831 members 
Mstep: Class 14 contains 164801 members 
Mstep: Class 16 contains 36520 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48954 members 
Mstep: Class 20 contains 3606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 173Q: 18 clusters Score -9.385358e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 72968 members 
Mstep: Class 3 contains 176542 members 
Mstep: Class 4 contains 40814 members 
Mstep: Class 5 contains 66252 members 
Mstep: Class 6 contains 46558 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174367 members 
Mstep: Class 9 contains 5440 members 
Mstep: Class 10 contains 34574 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 14 contains 164837 members 
Mstep: Class 16 contains 36524 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48952 members 
Mstep: Class 20 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853472.000000 Penalty: 37823.148438
Iteration 174Q: 18 clusters Score -9.385347e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 72949 members 
Mstep: Class 3 contains 176538 members 
Mstep: Class 4 contains 40822 members 
Mstep: Class 5 contains 66238 members 
Mstep: Class 6 contains 46562 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174347 members 
Mstep: Class 9 contains 5431 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 14 contains 164889 members 
Mstep: Class 16 contains 36530 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48948 members 
Mstep: Class 20 contains 3596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853368.000000 Penalty: 37823.148438
Iteration 175Q: 18 clusters Score -9.385337e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 72932 members 
Mstep: Class 3 contains 176526 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 66219 members 
Mstep: Class 6 contains 46567 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 174340 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 164933 members 
Mstep: Class 16 contains 36537 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48943 members 
Mstep: Class 20 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853336.000000 Penalty: 37823.148438
Iteration 176Q: 18 clusters Score -9.385334e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 72912 members 
Mstep: Class 3 contains 176516 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 66204 members 
Mstep: Class 6 contains 46574 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174320 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 34572 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 164976 members 
Mstep: Class 16 contains 36546 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48946 members 
Mstep: Class 20 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853272.000000 Penalty: 37823.148438
Iteration 177Q: 18 clusters Score -9.385327e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 72882 members 
Mstep: Class 3 contains 176523 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 66190 members 
Mstep: Class 6 contains 46582 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174311 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 34565 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165032 members 
Mstep: Class 16 contains 36551 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48942 members 
Mstep: Class 20 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853192.000000 Penalty: 37823.148438
Iteration 178Q: 18 clusters Score -9.385319e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 72860 members 
Mstep: Class 3 contains 176531 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 66174 members 
Mstep: Class 6 contains 46587 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174300 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 34567 members 
Mstep: Class 11 contains 4400 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165071 members 
Mstep: Class 16 contains 36556 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48942 members 
Mstep: Class 20 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853296.000000 Penalty: 37823.148438
Iteration 179Q: 18 clusters Score -9.38533e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 72844 members 
Mstep: Class 3 contains 176528 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 66147 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174305 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 34569 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165106 members 
Mstep: Class 16 contains 36561 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48946 members 
Mstep: Class 20 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853288.000000 Penalty: 37823.148438
Iteration 180F: 18 clusters Score -9.385329e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 72831 members 
Mstep: Class 3 contains 176534 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 66132 members 
Mstep: Class 6 contains 46602 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174286 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165142 members 
Mstep: Class 16 contains 36567 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48949 members 
Mstep: Class 20 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853360.000000 Penalty: 37823.148438
Iteration 181Q: 18 clusters Score -9.385336e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 72806 members 
Mstep: Class 3 contains 176539 members 
Mstep: Class 4 contains 40824 members 
Mstep: Class 5 contains 66119 members 
Mstep: Class 6 contains 46607 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174264 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 34578 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165200 members 
Mstep: Class 16 contains 36574 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 48949 members 
Mstep: Class 20 contains 3557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853368.000000 Penalty: 37823.148438
Iteration 182Q: 18 clusters Score -9.385337e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 72785 members 
Mstep: Class 3 contains 176541 members 
Mstep: Class 4 contains 40824 members 
Mstep: Class 5 contains 66108 members 
Mstep: Class 6 contains 46616 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174238 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165259 members 
Mstep: Class 16 contains 36577 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48950 members 
Mstep: Class 20 contains 3554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853312.000000 Penalty: 37823.148438
Iteration 183Q: 18 clusters Score -9.385331e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 72768 members 
Mstep: Class 3 contains 176531 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 66095 members 
Mstep: Class 6 contains 46631 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174214 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 34582 members 
Mstep: Class 11 contains 4402 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165312 members 
Mstep: Class 16 contains 36580 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48950 members 
Mstep: Class 20 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853344.000000 Penalty: 37823.148438
Iteration 184Q: 18 clusters Score -9.385334e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 72745 members 
Mstep: Class 3 contains 176510 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 66078 members 
Mstep: Class 6 contains 46650 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174204 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 34587 members 
Mstep: Class 11 contains 4404 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165369 members 
Mstep: Class 16 contains 36590 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48946 members 
Mstep: Class 20 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853344.000000 Penalty: 37823.148438
Iteration 185Q: 18 clusters Score -9.385334e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 72726 members 
Mstep: Class 3 contains 176492 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 66073 members 
Mstep: Class 6 contains 46665 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174191 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 34590 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165414 members 
Mstep: Class 16 contains 36600 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48945 members 
Mstep: Class 20 contains 3551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853352.000000 Penalty: 37823.148438
Iteration 186Q: 18 clusters Score -9.385335e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 72713 members 
Mstep: Class 3 contains 176488 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 66063 members 
Mstep: Class 6 contains 46676 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174172 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 34594 members 
Mstep: Class 11 contains 4406 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165452 members 
Mstep: Class 16 contains 36608 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48947 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853416.000000 Penalty: 37823.148438
Iteration 187Q: 18 clusters Score -9.385342e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 72704 members 
Mstep: Class 3 contains 176491 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 66052 members 
Mstep: Class 6 contains 46683 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174156 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 34600 members 
Mstep: Class 11 contains 4407 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 165474 members 
Mstep: Class 16 contains 36614 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48948 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853432.000000 Penalty: 37823.148438
Iteration 188Q: 18 clusters Score -9.385343e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 72693 members 
Mstep: Class 3 contains 176486 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 66045 members 
Mstep: Class 6 contains 46686 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174136 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 34604 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165513 members 
Mstep: Class 16 contains 36620 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48947 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853448.000000 Penalty: 37823.148438
Iteration 189Q: 18 clusters Score -9.385345e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 72681 members 
Mstep: Class 3 contains 176489 members 
Mstep: Class 4 contains 40834 members 
Mstep: Class 5 contains 66034 members 
Mstep: Class 6 contains 46687 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174137 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 34609 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165544 members 
Mstep: Class 16 contains 36626 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48945 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853416.000000 Penalty: 37823.148438
Iteration 190Q: 18 clusters Score -9.385342e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 72666 members 
Mstep: Class 3 contains 176478 members 
Mstep: Class 4 contains 40833 members 
Mstep: Class 5 contains 66021 members 
Mstep: Class 6 contains 46691 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174160 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 34609 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165574 members 
Mstep: Class 16 contains 36637 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48939 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853424.000000 Penalty: 37823.148438
Iteration 191Q: 18 clusters Score -9.385342e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 72653 members 
Mstep: Class 3 contains 176475 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 66012 members 
Mstep: Class 6 contains 46694 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174161 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 34612 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 14 contains 165600 members 
Mstep: Class 16 contains 36645 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48934 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853400.000000 Penalty: 37823.148438
Iteration 192Q: 18 clusters Score -9.38534e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 72637 members 
Mstep: Class 3 contains 176472 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65994 members 
Mstep: Class 6 contains 46701 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174159 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 34614 members 
Mstep: Class 11 contains 4416 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 14 contains 165635 members 
Mstep: Class 16 contains 36652 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48927 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853408.000000 Penalty: 37823.148438
Iteration 193Q: 18 clusters Score -9.385341e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 72624 members 
Mstep: Class 3 contains 176479 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65985 members 
Mstep: Class 6 contains 46708 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174151 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 34615 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165672 members 
Mstep: Class 16 contains 36658 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48911 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853416.000000 Penalty: 37823.148438
Iteration 194Q: 18 clusters Score -9.385342e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 72617 members 
Mstep: Class 3 contains 176476 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65972 members 
Mstep: Class 6 contains 46712 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174131 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 34613 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165719 members 
Mstep: Class 16 contains 36664 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48902 members 
Mstep: Class 20 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853376.000000 Penalty: 37823.148438
Iteration 195Q: 18 clusters Score -9.385338e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 72608 members 
Mstep: Class 3 contains 176483 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65960 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174124 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 34616 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165743 members 
Mstep: Class 16 contains 36667 members 
Mstep: Class 18 contains 380 members 
Mstep: Class 19 contains 48898 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853480.000000 Penalty: 37823.148438
Iteration 196Q: 18 clusters Score -9.385348e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 72600 members 
Mstep: Class 3 contains 176479 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65948 members 
Mstep: Class 6 contains 46714 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174116 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 34621 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165771 members 
Mstep: Class 16 contains 36671 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 48896 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853440.000000 Penalty: 37823.148438
Iteration 197Q: 18 clusters Score -9.385344e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 72584 members 
Mstep: Class 3 contains 176470 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65937 members 
Mstep: Class 6 contains 46717 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174109 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 34624 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165807 members 
Mstep: Class 16 contains 36677 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 48893 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853416.000000 Penalty: 37823.148438
Iteration 198Q: 18 clusters Score -9.385342e+07 nChanged 156
Entering ConstructFrom: 
Score: -93853416.000000 Penalty: 37823.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -413401.468750 Penalty: 1332.457520
	Iteration 0F: 2 clusters Score -413401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -410260.093750 Penalty: 2664.915039
	Iteration 0F: 3 clusters Score -410260.1 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -410939.312500 Penalty: 2664.915039
	Iteration 1F: 3 clusters Score -410939.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -411056.250000 Penalty: 2664.915039
	Iteration 2F: 3 clusters Score -411056.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -411149.000000 Penalty: 2664.915039
	Iteration 3Q: 3 clusters Score -411149 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -411215.656250 Penalty: 2664.915039
	Iteration 4Q: 3 clusters Score -411215.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -411266.718750 Penalty: 2664.915039
	Iteration 5Q: 3 clusters Score -411266.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -411300.937500 Penalty: 2664.915039
	Iteration 6Q: 3 clusters Score -411300.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -411329.687500 Penalty: 2664.915039
	Iteration 7Q: 3 clusters Score -411329.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -411358.187500 Penalty: 2664.915039
	Iteration 8Q: 3 clusters Score -411358.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -411378.781250 Penalty: 2664.915039
	Iteration 9Q: 3 clusters Score -411378.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -411393.625000 Penalty: 2664.915039
	Iteration 10Q: 3 clusters Score -411393.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -411403.187500 Penalty: 2664.915039
	Iteration 11Q: 3 clusters Score -411403.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -411407.250000 Penalty: 2664.915039
	Iteration 12Q: 3 clusters Score -411407.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -411410.625000 Penalty: 2664.915039
	Iteration 13Q: 3 clusters Score -411410.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -411413.312500 Penalty: 2664.915039
	Iteration 14Q: 3 clusters Score -411413.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -411415.968750 Penalty: 2664.915039
	Iteration 15Q: 3 clusters Score -411416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -411418.750000 Penalty: 2664.915039
	Iteration 16Q: 3 clusters Score -411418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -411419.562500 Penalty: 2664.915039
	Iteration 17Q: 3 clusters Score -411419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -411420.500000 Penalty: 2664.915039
	Iteration 18Q: 3 clusters Score -411420.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -411423.187500 Penalty: 2664.915039
	Iteration 19Q: 3 clusters Score -411423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -411424.906250 Penalty: 2664.915039
	Iteration 20F: 3 clusters Score -411424.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -411427.437500 Penalty: 2664.915039
	Iteration 21Q: 3 clusters Score -411427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -411428.156250 Penalty: 2664.915039
	Iteration 22Q: 3 clusters Score -411428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -411429.656250 Penalty: 2664.915039
	Iteration 23Q: 3 clusters Score -411429.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -411431.656250 Penalty: 2664.915039
	Iteration 24Q: 3 clusters Score -411431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -411433.343750 Penalty: 2664.915039
	Iteration 25Q: 3 clusters Score -411433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -411434.125000 Penalty: 2664.915039
	Iteration 26Q: 3 clusters Score -411434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -411435.218750 Penalty: 2664.915039
	Iteration 27Q: 3 clusters Score -411435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -411436.437500 Penalty: 2664.915039
	Iteration 28Q: 3 clusters Score -411436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -411439.250000 Penalty: 2664.915039
	Iteration 29Q: 3 clusters Score -411439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -411440.562500 Penalty: 2664.915039
	Iteration 30Q: 3 clusters Score -411440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -411441.593750 Penalty: 2664.915039
	Iteration 31Q: 3 clusters Score -411441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -411442.718750 Penalty: 2664.915039
	Iteration 32Q: 3 clusters Score -411442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -411443.531250 Penalty: 2664.915039
	Iteration 33Q: 3 clusters Score -411443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -411444.937500 Penalty: 2664.915039
	Iteration 34Q: 3 clusters Score -411444.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -411447.031250 Penalty: 2664.915039
	Iteration 35Q: 3 clusters Score -411447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -411447.093750 Penalty: 2664.915039
	Iteration 36Q: 3 clusters Score -411447.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -411450.281250 Penalty: 2664.915039
	Iteration 37Q: 3 clusters Score -411450.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -411451.031250 Penalty: 2664.915039
	Iteration 38Q: 3 clusters Score -411451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -411453.093750 Penalty: 2664.915039
	Iteration 39Q: 3 clusters Score -411453.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -411454.375000 Penalty: 2664.915039
	Iteration 40F: 3 clusters Score -411454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -411455.937500 Penalty: 2664.915039
	Iteration 41Q: 3 clusters Score -411455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -411456.593750 Penalty: 2664.915039
	Iteration 42Q: 3 clusters Score -411456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -411457.250000 Penalty: 2664.915039
	Iteration 43Q: 3 clusters Score -411457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -411458.000000 Penalty: 2664.915039
	Iteration 44Q: 3 clusters Score -411458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -411458.906250 Penalty: 2664.915039
	Iteration 45Q: 3 clusters Score -411458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -411459.812500 Penalty: 2664.915039
	Iteration 46Q: 3 clusters Score -411459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -411460.406250 Penalty: 2664.915039
	Iteration 47Q: 3 clusters Score -411460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -411462.531250 Penalty: 2664.915039
	Iteration 48Q: 3 clusters Score -411462.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -411465.218750 Penalty: 2664.915039
	Iteration 49Q: 3 clusters Score -411465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -411468.187500 Penalty: 2664.915039
	Iteration 50Q: 3 clusters Score -411468.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -411472.156250 Penalty: 2664.915039
	Iteration 51Q: 3 clusters Score -411472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -411476.093750 Penalty: 2664.915039
	Iteration 52Q: 3 clusters Score -411476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -411477.687500 Penalty: 2664.915039
	Iteration 53Q: 3 clusters Score -411477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -411479.437500 Penalty: 2664.915039
	Iteration 54Q: 3 clusters Score -411479.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -411480.968750 Penalty: 2664.915039
	Iteration 55Q: 3 clusters Score -411481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -411482.500000 Penalty: 2664.915039
	Iteration 56Q: 3 clusters Score -411482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -411483.937500 Penalty: 2664.915039
	Iteration 57Q: 3 clusters Score -411483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -411484.375000 Penalty: 2664.915039
	Iteration 58Q: 3 clusters Score -411484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -411484.437500 Penalty: 2664.915039
	Iteration 59Q: 3 clusters Score -411484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -411485.500000 Penalty: 2664.915039
	Iteration 60F: 3 clusters Score -411485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Entering Unmasked Estep 
Score: -7947137.000000 Penalty: 1818.747681
	Iteration 0F: 2 clusters Score -7947137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -7898650.500000 Penalty: 3637.495361
	Iteration 0F: 3 clusters Score -7898650 nChanged 34486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -7918645.500000 Penalty: 3637.495361
	Iteration 1F: 3 clusters Score -7918646 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -7919281.500000 Penalty: 3637.495361
	Iteration 2Q: 3 clusters Score -7919282 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -7920089.000000 Penalty: 3637.495361
	Iteration 3Q: 3 clusters Score -7920089 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -7921098.500000 Penalty: 3637.495361
	Iteration 4Q: 3 clusters Score -7921098 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -7922353.000000 Penalty: 3637.495361
	Iteration 5Q: 3 clusters Score -7922353 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -7924109.500000 Penalty: 3637.495361
	Iteration 6Q: 3 clusters Score -7924110 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -7926478.500000 Penalty: 3637.495361
	Iteration 7F: 3 clusters Score -7926478 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -7929692.000000 Penalty: 3637.495361
	Iteration 8F: 3 clusters Score -7929692 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -7933511.000000 Penalty: 3637.495361
	Iteration 9F: 3 clusters Score -7933511 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -7937283.500000 Penalty: 3637.495361
	Iteration 10F: 3 clusters Score -7937284 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -7940050.000000 Penalty: 3637.495361
	Iteration 11Q: 3 clusters Score -7940050 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -7941677.500000 Penalty: 3637.495361
	Iteration 12Q: 3 clusters Score -7941678 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -7942719.000000 Penalty: 3637.495361
	Iteration 13Q: 3 clusters Score -7942719 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -7943354.000000 Penalty: 3637.495361
	Iteration 14Q: 3 clusters Score -7943354 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -7943832.000000 Penalty: 3637.495361
	Iteration 15Q: 3 clusters Score -7943832 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -7944117.000000 Penalty: 3637.495361
	Iteration 16Q: 3 clusters Score -7944117 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -7944352.000000 Penalty: 3637.495361
	Iteration 17Q: 3 clusters Score -7944352 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -7944549.500000 Penalty: 3637.495361
	Iteration 18Q: 3 clusters Score -7944550 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -7944701.500000 Penalty: 3637.495361
	Iteration 19Q: 3 clusters Score -7944702 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -7944816.000000 Penalty: 3637.495361
	Iteration 20F: 3 clusters Score -7944816 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -7944907.500000 Penalty: 3637.495361
	Iteration 21Q: 3 clusters Score -7944908 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -7945007.000000 Penalty: 3637.495361
	Iteration 22Q: 3 clusters Score -7945007 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -7945067.000000 Penalty: 3637.495361
	Iteration 23Q: 3 clusters Score -7945067 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -7945117.000000 Penalty: 3637.495361
	Iteration 24Q: 3 clusters Score -7945117 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -7945152.000000 Penalty: 3637.495361
	Iteration 25Q: 3 clusters Score -7945152 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -7945205.000000 Penalty: 3637.495361
	Iteration 26Q: 3 clusters Score -7945205 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -7945248.000000 Penalty: 3637.495361
	Iteration 27Q: 3 clusters Score -7945248 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -7945267.000000 Penalty: 3637.495361
	Iteration 28Q: 3 clusters Score -7945267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -7945289.000000 Penalty: 3637.495361
	Iteration 29Q: 3 clusters Score -7945289 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -7945328.500000 Penalty: 3637.495361
	Iteration 30Q: 3 clusters Score -7945328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -7945338.000000 Penalty: 3637.495361
	Iteration 31Q: 3 clusters Score -7945338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -7945378.000000 Penalty: 3637.495361
	Iteration 32Q: 3 clusters Score -7945378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -7945404.500000 Penalty: 3637.495361
	Iteration 33Q: 3 clusters Score -7945404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -7945417.000000 Penalty: 3637.495361
	Iteration 34Q: 3 clusters Score -7945417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -7945423.000000 Penalty: 3637.495361
	Iteration 35Q: 3 clusters Score -7945423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -7945448.500000 Penalty: 3637.495361
	Iteration 36Q: 3 clusters Score -7945448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -7945460.500000 Penalty: 3637.495361
	Iteration 37Q: 3 clusters Score -7945460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -7945463.500000 Penalty: 3637.495361
	Iteration 38Q: 3 clusters Score -7945464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -7945477.500000 Penalty: 3637.495361
	Iteration 39Q: 3 clusters Score -7945478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -7945484.000000 Penalty: 3637.495361
	Iteration 40F: 3 clusters Score -7945484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -7945489.500000 Penalty: 3637.495361
	Iteration 41Q: 3 clusters Score -7945490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -7945509.500000 Penalty: 3637.495361
	Iteration 42Q: 3 clusters Score -7945510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -7945513.500000 Penalty: 3637.495361
	Iteration 43Q: 3 clusters Score -7945514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -7945510.500000 Penalty: 3637.495361
	Iteration 44Q: 3 clusters Score -7945510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
Score: -7945523.500000 Penalty: 3637.495361
	Iteration 45Q: 3 clusters Score -7945524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -7945524.500000 Penalty: 3637.495361
	Iteration 46Q: 3 clusters Score -7945524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -7945524.500000 Penalty: 3637.495361
	Iteration 47Q: 3 clusters Score -7945524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
Score: -7945523.500000 Penalty: 3637.495361
	Iteration 48Q: 3 clusters Score -7945524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -7945527.000000 Penalty: 3637.495361
	Iteration 49Q: 3 clusters Score -7945527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -7945524.000000 Penalty: 3637.495361
	Iteration 50Q: 3 clusters Score -7945524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -7945524.500000 Penalty: 3637.495361
	Iteration 51Q: 3 clusters Score -7945524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -7945524.500000 Penalty: 3637.495361
	Iteration 52Q: 3 clusters Score -7945524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -7945528.500000 Penalty: 3637.495361
	Iteration 53Q: 3 clusters Score -7945528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 71364 members 
Entering Unmasked Estep 
Score: -7945527.500000 Penalty: 3637.495361
	Iteration 54Q: 3 clusters Score -7945528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -7945533.000000 Penalty: 3637.495361
	Iteration 55Q: 3 clusters Score -7945533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -7945546.000000 Penalty: 3637.495361
	Iteration 56Q: 3 clusters Score -7945546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -7945551.000000 Penalty: 3637.495361
	Iteration 57Q: 3 clusters Score -7945551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -7945554.000000 Penalty: 3637.495361
	Iteration 58Q: 3 clusters Score -7945554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -7945558.000000 Penalty: 3637.495361
	Iteration 59Q: 3 clusters Score -7945558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -7945571.500000 Penalty: 3637.495361
	Iteration 60F: 3 clusters Score -7945572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -7945576.000000 Penalty: 3637.495361
	Iteration 61Q: 3 clusters Score -7945576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -7945579.000000 Penalty: 3637.495361
	Iteration 62Q: 3 clusters Score -7945579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -7945579.500000 Penalty: 3637.495361
	Iteration 63Q: 3 clusters Score -7945580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -7945580.500000 Penalty: 3637.495361
	Iteration 64Q: 3 clusters Score -7945580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -7945582.500000 Penalty: 3637.495361
	Iteration 65Q: 3 clusters Score -7945582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -7945587.000000 Penalty: 3637.495361
	Iteration 66Q: 3 clusters Score -7945587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -7945583.000000 Penalty: 3637.495361
	Iteration 67Q: 3 clusters Score -7945583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -7945585.500000 Penalty: 3637.495361
	Iteration 68Q: 3 clusters Score -7945586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -7945586.500000 Penalty: 3637.495361
	Iteration 69Q: 3 clusters Score -7945586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
Score: -7945588.000000 Penalty: 3637.495361
	Iteration 70Q: 3 clusters Score -7945588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 71597 members 
Entering Unmasked Estep 
Score: -7945591.500000 Penalty: 3637.495361
	Iteration 71Q: 3 clusters Score -7945592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -7945595.000000 Penalty: 3637.495361
	Iteration 72Q: 3 clusters Score -7945595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -7945586.500000 Penalty: 3637.495361
	Iteration 73Q: 3 clusters Score -7945586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -7945602.000000 Penalty: 3637.495361
	Iteration 74Q: 3 clusters Score -7945602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -7945607.000000 Penalty: 3637.495361
	Iteration 75Q: 3 clusters Score -7945607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -7945604.000000 Penalty: 3637.495361
	Iteration 76Q: 3 clusters Score -7945604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -7945609.000000 Penalty: 3637.495361
	Iteration 77Q: 3 clusters Score -7945609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -7945599.500000 Penalty: 3637.495361
	Iteration 78Q: 3 clusters Score -7945600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -7945605.500000 Penalty: 3637.495361
	Iteration 79Q: 3 clusters Score -7945606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -7945603.500000 Penalty: 3637.495361
	Iteration 80F: 3 clusters Score -7945604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 71677 members 
Entering Unmasked Estep 
Score: -7945599.500000 Penalty: 3637.495361
	Iteration 81Q: 3 clusters Score -7945600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -7945597.500000 Penalty: 3637.495361
	Iteration 82Q: 3 clusters Score -7945598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -7945597.500000 Penalty: 3637.495361
	Iteration 83F: 3 clusters Score -7945598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Entering Unmasked Estep 
Score: -19126980.000000 Penalty: 1963.143433
	Iteration 0F: 2 clusters Score -1.912698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -19011960.000000 Penalty: 3926.286865
	Iteration 0F: 3 clusters Score -1.901196e+07 nChanged 85388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -19062914.000000 Penalty: 3926.286865
	Iteration 1F: 3 clusters Score -1.906291e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -19064388.000000 Penalty: 3926.286865
	Iteration 2Q: 3 clusters Score -1.906439e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -19066532.000000 Penalty: 3926.286865
	Iteration 3Q: 3 clusters Score -1.906653e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108306 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -19070684.000000 Penalty: 3926.286865
	Iteration 4Q: 3 clusters Score -1.907068e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118198 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -19077810.000000 Penalty: 3926.286865
	Iteration 5F: 3 clusters Score -1.907781e+07 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130481 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -19088190.000000 Penalty: 3926.286865
	Iteration 6F: 3 clusters Score -1.908819e+07 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -19100246.000000 Penalty: 3926.286865
	Iteration 7F: 3 clusters Score -1.910025e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -19110552.000000 Penalty: 3926.286865
	Iteration 8F: 3 clusters Score -1.911055e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163075 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -19117518.000000 Penalty: 3926.286865
	Iteration 9Q: 3 clusters Score -1.911752e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -19121690.000000 Penalty: 3926.286865
	Iteration 10Q: 3 clusters Score -1.912169e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172226 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -19123740.000000 Penalty: 3926.286865
	Iteration 11Q: 3 clusters Score -1.912374e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174092 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19124562.000000 Penalty: 3926.286865
	Iteration 12Q: 3 clusters Score -1.912456e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175042 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19124928.000000 Penalty: 3926.286865
	Iteration 13Q: 3 clusters Score -1.912493e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19125042.000000 Penalty: 3926.286865
	Iteration 14Q: 3 clusters Score -1.912504e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -19125122.000000 Penalty: 3926.286865
	Iteration 15Q: 3 clusters Score -1.912512e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175813 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -19125162.000000 Penalty: 3926.286865
	Iteration 16Q: 3 clusters Score -1.912516e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175886 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -19125234.000000 Penalty: 3926.286865
	Iteration 17Q: 3 clusters Score -1.912523e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175943 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -19125308.000000 Penalty: 3926.286865
	Iteration 18Q: 3 clusters Score -1.912531e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175977 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19125330.000000 Penalty: 3926.286865
	Iteration 19Q: 3 clusters Score -1.912533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176002 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -19125338.000000 Penalty: 3926.286865
	Iteration 20F: 3 clusters Score -1.912534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176015 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -19125362.000000 Penalty: 3926.286865
	Iteration 21Q: 3 clusters Score -1.912536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19125354.000000 Penalty: 3926.286865
	Iteration 22Q: 3 clusters Score -1.912535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176030 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19125380.000000 Penalty: 3926.286865
	Iteration 23Q: 3 clusters Score -1.912538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176039 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19125378.000000 Penalty: 3926.286865
	Iteration 24Q: 3 clusters Score -1.912538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176045 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19125392.000000 Penalty: 3926.286865
	Iteration 25Q: 3 clusters Score -1.912539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176046 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19125390.000000 Penalty: 3926.286865
	Iteration 26Q: 3 clusters Score -1.912539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176049 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -19125382.000000 Penalty: 3926.286865
	Iteration 27Q: 3 clusters Score -1.912538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176050 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -19125400.000000 Penalty: 3926.286865
	Iteration 28Q: 3 clusters Score -1.91254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176055 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -19125400.000000 Penalty: 3926.286865
	Iteration 29Q: 3 clusters Score -1.91254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176062 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19125396.000000 Penalty: 3926.286865
	Iteration 30Q: 3 clusters Score -1.91254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176068 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -19125412.000000 Penalty: 3926.286865
	Iteration 31Q: 3 clusters Score -1.912541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176070 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -19125406.000000 Penalty: 3926.286865
	Iteration 32Q: 3 clusters Score -1.912541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176070 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -19125406.000000 Penalty: 3926.286865
	Iteration 33Q: 3 clusters Score -1.912541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176071 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -19125408.000000 Penalty: 3926.286865
	Iteration 34Q: 3 clusters Score -1.912541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176072 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19125408.000000 Penalty: 3926.286865
	Iteration 35Q: 3 clusters Score -1.912541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176073 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19125412.000000 Penalty: 3926.286865
	Iteration 36Q: 3 clusters Score -1.912541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176072 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19125404.000000 Penalty: 3926.286865
	Iteration 37Q: 3 clusters Score -1.91254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176072 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19125404.000000 Penalty: 3926.286865
	Iteration 38F: 3 clusters Score -1.91254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Entering Unmasked Estep 
Score: -4346571.500000 Penalty: 1725.282593
	Iteration 0F: 2 clusters Score -4346572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4319308.000000 Penalty: 3450.565186
	Iteration 0F: 3 clusters Score -4319308 nChanged 18998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4329724.000000 Penalty: 3450.565186
	Iteration 1F: 3 clusters Score -4329724 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4330044.500000 Penalty: 3450.565186
	Iteration 2Q: 3 clusters Score -4330044 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4330348.500000 Penalty: 3450.565186
	Iteration 3Q: 3 clusters Score -4330348 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -4330714.500000 Penalty: 3450.565186
	Iteration 4Q: 3 clusters Score -4330714 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -4331240.000000 Penalty: 3450.565186
	Iteration 5Q: 3 clusters Score -4331240 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -4332107.500000 Penalty: 3450.565186
	Iteration 6Q: 3 clusters Score -4332108 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4333573.500000 Penalty: 3450.565186
	Iteration 7F: 3 clusters Score -4333574 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -4335930.000000 Penalty: 3450.565186
	Iteration 8F: 3 clusters Score -4335930 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4339153.500000 Penalty: 3450.565186
	Iteration 9F: 3 clusters Score -4339154 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4342139.000000 Penalty: 3450.565186
	Iteration 10F: 3 clusters Score -4342139 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -4343951.500000 Penalty: 3450.565186
	Iteration 11Q: 3 clusters Score -4343952 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -4344794.000000 Penalty: 3450.565186
	Iteration 12Q: 3 clusters Score -4344794 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4345134.500000 Penalty: 3450.565186
	Iteration 13Q: 3 clusters Score -4345134 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -4345268.000000 Penalty: 3450.565186
	Iteration 14Q: 3 clusters Score -4345268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4345340.500000 Penalty: 3450.565186
	Iteration 15Q: 3 clusters Score -4345340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -4345383.500000 Penalty: 3450.565186
	Iteration 16Q: 3 clusters Score -4345384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -4345405.500000 Penalty: 3450.565186
	Iteration 17Q: 3 clusters Score -4345406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -4345424.500000 Penalty: 3450.565186
	Iteration 18Q: 3 clusters Score -4345424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -4345429.000000 Penalty: 3450.565186
	Iteration 19Q: 3 clusters Score -4345429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4345430.500000 Penalty: 3450.565186
	Iteration 20F: 3 clusters Score -4345430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -4345432.000000 Penalty: 3450.565186
	Iteration 21Q: 3 clusters Score -4345432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4345436.500000 Penalty: 3450.565186
	Iteration 22Q: 3 clusters Score -4345436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4345442.500000 Penalty: 3450.565186
	Iteration 23Q: 3 clusters Score -4345442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4345445.500000 Penalty: 3450.565186
	Iteration 24Q: 3 clusters Score -4345446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4345445.500000 Penalty: 3450.565186
	Iteration 25Q: 3 clusters Score -4345446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4345445.000000 Penalty: 3450.565186
	Iteration 26Q: 3 clusters Score -4345445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4345443.500000 Penalty: 3450.565186
	Iteration 27Q: 3 clusters Score -4345444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4345446.000000 Penalty: 3450.565186
	Iteration 28Q: 3 clusters Score -4345446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -4345444.500000 Penalty: 3450.565186
	Iteration 29Q: 3 clusters Score -4345444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -4345445.500000 Penalty: 3450.565186
	Iteration 30Q: 3 clusters Score -4345446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -4345445.500000 Penalty: 3450.565186
	Iteration 31F: 3 clusters Score -4345446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Entering Unmasked Estep 
Score: -7211906.000000 Penalty: 1803.141968
	Iteration 0F: 2 clusters Score -7211906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -7167959.500000 Penalty: 3606.283936
	Iteration 0F: 3 clusters Score -7167960 nChanged 31088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -7185956.000000 Penalty: 3606.283936
	Iteration 1F: 3 clusters Score -7185956 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -7186517.500000 Penalty: 3606.283936
	Iteration 2Q: 3 clusters Score -7186518 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -7187033.000000 Penalty: 3606.283936
	Iteration 3Q: 3 clusters Score -7187033 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -7187691.500000 Penalty: 3606.283936
	Iteration 4Q: 3 clusters Score -7187692 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -7188622.000000 Penalty: 3606.283936
	Iteration 5Q: 3 clusters Score -7188622 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -7190036.500000 Penalty: 3606.283936
	Iteration 6Q: 3 clusters Score -7190036 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -7192258.000000 Penalty: 3606.283936
	Iteration 7F: 3 clusters Score -7192258 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -7195376.000000 Penalty: 3606.283936
	Iteration 8F: 3 clusters Score -7195376 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -7199336.000000 Penalty: 3606.283936
	Iteration 9F: 3 clusters Score -7199336 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -7202883.500000 Penalty: 3606.283936
	Iteration 10F: 3 clusters Score -7202884 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -7204933.000000 Penalty: 3606.283936
	Iteration 11Q: 3 clusters Score -7204933 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -7206017.500000 Penalty: 3606.283936
	Iteration 12Q: 3 clusters Score -7206018 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -7206589.500000 Penalty: 3606.283936
	Iteration 13Q: 3 clusters Score -7206590 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -7207098.500000 Penalty: 3606.283936
	Iteration 14Q: 3 clusters Score -7207098 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7207487.500000 Penalty: 3606.283936
	Iteration 15Q: 3 clusters Score -7207488 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -7207826.000000 Penalty: 3606.283936
	Iteration 16Q: 3 clusters Score -7207826 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -7208141.000000 Penalty: 3606.283936
	Iteration 17Q: 3 clusters Score -7208141 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -7208360.500000 Penalty: 3606.283936
	Iteration 18Q: 3 clusters Score -7208360 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -7208553.000000 Penalty: 3606.283936
	Iteration 19Q: 3 clusters Score -7208553 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -7208687.000000 Penalty: 3606.283936
	Iteration 20F: 3 clusters Score -7208687 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -7208886.500000 Penalty: 3606.283936
	Iteration 21Q: 3 clusters Score -7208886 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -7209045.000000 Penalty: 3606.283936
	Iteration 22Q: 3 clusters Score -7209045 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -7209193.000000 Penalty: 3606.283936
	Iteration 23Q: 3 clusters Score -7209193 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -7209343.500000 Penalty: 3606.283936
	Iteration 24Q: 3 clusters Score -7209344 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -7209483.500000 Penalty: 3606.283936
	Iteration 25Q: 3 clusters Score -7209484 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -7209623.000000 Penalty: 3606.283936
	Iteration 26Q: 3 clusters Score -7209623 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -7209751.500000 Penalty: 3606.283936
	Iteration 27Q: 3 clusters Score -7209752 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -7209870.000000 Penalty: 3606.283936
	Iteration 28Q: 3 clusters Score -7209870 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -7209974.000000 Penalty: 3606.283936
	Iteration 29Q: 3 clusters Score -7209974 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -7210045.500000 Penalty: 3606.283936
	Iteration 30Q: 3 clusters Score -7210046 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -7210121.500000 Penalty: 3606.283936
	Iteration 31Q: 3 clusters Score -7210122 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -7210160.500000 Penalty: 3606.283936
	Iteration 32Q: 3 clusters Score -7210160 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -7210184.000000 Penalty: 3606.283936
	Iteration 33Q: 3 clusters Score -7210184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -7210230.000000 Penalty: 3606.283936
	Iteration 34Q: 3 clusters Score -7210230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -7210278.000000 Penalty: 3606.283936
	Iteration 35Q: 3 clusters Score -7210278 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -7210304.500000 Penalty: 3606.283936
	Iteration 36Q: 3 clusters Score -7210304 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -7210340.000000 Penalty: 3606.283936
	Iteration 37Q: 3 clusters Score -7210340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -7210372.500000 Penalty: 3606.283936
	Iteration 38Q: 3 clusters Score -7210372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -7210393.000000 Penalty: 3606.283936
	Iteration 39Q: 3 clusters Score -7210393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -7210407.500000 Penalty: 3606.283936
	Iteration 40F: 3 clusters Score -7210408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -7210415.500000 Penalty: 3606.283936
	Iteration 41Q: 3 clusters Score -7210416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -7210434.000000 Penalty: 3606.283936
	Iteration 42Q: 3 clusters Score -7210434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -7210440.500000 Penalty: 3606.283936
	Iteration 43Q: 3 clusters Score -7210440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -7210472.000000 Penalty: 3606.283936
	Iteration 44Q: 3 clusters Score -7210472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -7210484.500000 Penalty: 3606.283936
	Iteration 45Q: 3 clusters Score -7210484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -7210521.000000 Penalty: 3606.283936
	Iteration 46Q: 3 clusters Score -7210521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -7210520.000000 Penalty: 3606.283936
	Iteration 47Q: 3 clusters Score -7210520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -7210528.500000 Penalty: 3606.283936
	Iteration 48Q: 3 clusters Score -7210528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -7210547.500000 Penalty: 3606.283936
	Iteration 49Q: 3 clusters Score -7210548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -7210548.500000 Penalty: 3606.283936
	Iteration 50Q: 3 clusters Score -7210548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -7210553.000000 Penalty: 3606.283936
	Iteration 51Q: 3 clusters Score -7210553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -7210548.500000 Penalty: 3606.283936
	Iteration 52Q: 3 clusters Score -7210548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -7210552.500000 Penalty: 3606.283936
	Iteration 53Q: 3 clusters Score -7210552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -7210555.500000 Penalty: 3606.283936
	Iteration 54Q: 3 clusters Score -7210556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -7210561.000000 Penalty: 3606.283936
	Iteration 55Q: 3 clusters Score -7210561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -7210563.000000 Penalty: 3606.283936
	Iteration 56Q: 3 clusters Score -7210563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -7210574.500000 Penalty: 3606.283936
	Iteration 57Q: 3 clusters Score -7210574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -7210572.500000 Penalty: 3606.283936
	Iteration 58Q: 3 clusters Score -7210572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -7210574.000000 Penalty: 3606.283936
	Iteration 59Q: 3 clusters Score -7210574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -7210583.000000 Penalty: 3606.283936
	Iteration 60F: 3 clusters Score -7210583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -7210575.000000 Penalty: 3606.283936
	Iteration 61Q: 3 clusters Score -7210575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -7210579.000000 Penalty: 3606.283936
	Iteration 62Q: 3 clusters Score -7210579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -7210577.000000 Penalty: 3606.283936
	Iteration 63Q: 3 clusters Score -7210577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -7210577.500000 Penalty: 3606.283936
	Iteration 64Q: 3 clusters Score -7210578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -7210577.500000 Penalty: 3606.283936
	Iteration 65F: 3 clusters Score -7210578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Entering Unmasked Estep 
Score: -5134888.000000 Penalty: 1747.174194
	Iteration 0F: 2 clusters Score -5134888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5103763.000000 Penalty: 3494.348389
	Iteration 0F: 3 clusters Score -5103763 nChanged 21725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -5115927.500000 Penalty: 3494.348389
	Iteration 1F: 3 clusters Score -5115928 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5116438.000000 Penalty: 3494.348389
	Iteration 2Q: 3 clusters Score -5116438 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -5117124.500000 Penalty: 3494.348389
	Iteration 3Q: 3 clusters Score -5117124 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -5118173.500000 Penalty: 3494.348389
	Iteration 4Q: 3 clusters Score -5118174 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -5119772.000000 Penalty: 3494.348389
	Iteration 5F: 3 clusters Score -5119772 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -5122084.000000 Penalty: 3494.348389
	Iteration 6F: 3 clusters Score -5122084 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5125180.000000 Penalty: 3494.348389
	Iteration 7F: 3 clusters Score -5125180 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -5128325.500000 Penalty: 3494.348389
	Iteration 8F: 3 clusters Score -5128326 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -5130652.500000 Penalty: 3494.348389
	Iteration 9F: 3 clusters Score -5130652 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -5132016.500000 Penalty: 3494.348389
	Iteration 10Q: 3 clusters Score -5132016 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -5132667.000000 Penalty: 3494.348389
	Iteration 11Q: 3 clusters Score -5132667 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -5132974.000000 Penalty: 3494.348389
	Iteration 12Q: 3 clusters Score -5132974 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -5133135.500000 Penalty: 3494.348389
	Iteration 13Q: 3 clusters Score -5133136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5133208.500000 Penalty: 3494.348389
	Iteration 14Q: 3 clusters Score -5133208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -5133262.500000 Penalty: 3494.348389
	Iteration 15Q: 3 clusters Score -5133262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -5133282.000000 Penalty: 3494.348389
	Iteration 16Q: 3 clusters Score -5133282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -5133300.500000 Penalty: 3494.348389
	Iteration 17Q: 3 clusters Score -5133300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -5133309.500000 Penalty: 3494.348389
	Iteration 18Q: 3 clusters Score -5133310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -5133322.000000 Penalty: 3494.348389
	Iteration 19Q: 3 clusters Score -5133322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -5133330.000000 Penalty: 3494.348389
	Iteration 20F: 3 clusters Score -5133330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -5133331.000000 Penalty: 3494.348389
	Iteration 21Q: 3 clusters Score -5133331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -5133339.000000 Penalty: 3494.348389
	Iteration 22Q: 3 clusters Score -5133339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -5133341.000000 Penalty: 3494.348389
	Iteration 23Q: 3 clusters Score -5133341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -5133341.000000 Penalty: 3494.348389
	Iteration 24Q: 3 clusters Score -5133341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -5133345.000000 Penalty: 3494.348389
	Iteration 25Q: 3 clusters Score -5133345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -5133345.000000 Penalty: 3494.348389
	Iteration 26Q: 3 clusters Score -5133345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -5133350.000000 Penalty: 3494.348389
	Iteration 27Q: 3 clusters Score -5133350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -5133352.000000 Penalty: 3494.348389
	Iteration 28Q: 3 clusters Score -5133352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -5133351.500000 Penalty: 3494.348389
	Iteration 29Q: 3 clusters Score -5133352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -5133351.500000 Penalty: 3494.348389
	Iteration 30F: 3 clusters Score -5133352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -70570.382812 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -70570.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69376.007812 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -69376.01 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69574.695312 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -69574.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69627.437500 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -69627.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69644.195312 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -69644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -69654.421875 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -69654.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69662.742188 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -69662.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69670.695312 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -69670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69672.656250 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -69672.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69676.921875 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -69676.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69683.843750 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -69683.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69687.367188 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -69687.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69687.367188 Penalty: 2123.481201
	Iteration 11F: 3 clusters Score -69687.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174104 members 
Entering Unmasked Estep 
Score: -18845368.000000 Penalty: 1960.953735
	Iteration 0F: 2 clusters Score -1.884537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -18730438.000000 Penalty: 3921.907471
	Iteration 0F: 3 clusters Score -1.873044e+07 nChanged 83898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -18779224.000000 Penalty: 3921.907471
	Iteration 1F: 3 clusters Score -1.877922e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -18780444.000000 Penalty: 3921.907471
	Iteration 2Q: 3 clusters Score -1.878044e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100663 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -18782172.000000 Penalty: 3921.907471
	Iteration 3Q: 3 clusters Score -1.878217e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108288 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -18785676.000000 Penalty: 3921.907471
	Iteration 4Q: 3 clusters Score -1.878568e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119309 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -18792670.000000 Penalty: 3921.907471
	Iteration 5F: 3 clusters Score -1.879267e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134010 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -18804500.000000 Penalty: 3921.907471
	Iteration 6F: 3 clusters Score -1.88045e+07 nChanged 16318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -18820118.000000 Penalty: 3921.907471
	Iteration 7F: 3 clusters Score -1.882012e+07 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163799 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -18833516.000000 Penalty: 3921.907471
	Iteration 8F: 3 clusters Score -1.883352e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -18840706.000000 Penalty: 3921.907471
	Iteration 9Q: 3 clusters Score -1.884071e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173236 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -18842848.000000 Penalty: 3921.907471
	Iteration 10Q: 3 clusters Score -1.884285e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173795 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18843448.000000 Penalty: 3921.907471
	Iteration 11Q: 3 clusters Score -1.884345e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18843584.000000 Penalty: 3921.907471
	Iteration 12Q: 3 clusters Score -1.884358e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18843640.000000 Penalty: 3921.907471
	Iteration 13Q: 3 clusters Score -1.884364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173924 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18843680.000000 Penalty: 3921.907471
	Iteration 14Q: 3 clusters Score -1.884368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173924 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18843700.000000 Penalty: 3921.907471
	Iteration 15Q: 3 clusters Score -1.88437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173925 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18843732.000000 Penalty: 3921.907471
	Iteration 16Q: 3 clusters Score -1.884373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18843736.000000 Penalty: 3921.907471
	Iteration 17Q: 3 clusters Score -1.884374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18843764.000000 Penalty: 3921.907471
	Iteration 18Q: 3 clusters Score -1.884376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173924 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18843776.000000 Penalty: 3921.907471
	Iteration 19Q: 3 clusters Score -1.884378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173926 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18843784.000000 Penalty: 3921.907471
	Iteration 20F: 3 clusters Score -1.884378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173922 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18843816.000000 Penalty: 3921.907471
	Iteration 21Q: 3 clusters Score -1.884382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173917 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18843848.000000 Penalty: 3921.907471
	Iteration 22Q: 3 clusters Score -1.884385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173912 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18843892.000000 Penalty: 3921.907471
	Iteration 23Q: 3 clusters Score -1.884389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173909 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18843916.000000 Penalty: 3921.907471
	Iteration 24Q: 3 clusters Score -1.884392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173910 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18843930.000000 Penalty: 3921.907471
	Iteration 25Q: 3 clusters Score -1.884393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173914 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18843960.000000 Penalty: 3921.907471
	Iteration 26Q: 3 clusters Score -1.884396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18843970.000000 Penalty: 3921.907471
	Iteration 27Q: 3 clusters Score -1.884397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173908 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18843968.000000 Penalty: 3921.907471
	Iteration 28Q: 3 clusters Score -1.884397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173909 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18843976.000000 Penalty: 3921.907471
	Iteration 29Q: 3 clusters Score -1.884398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173907 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18843970.000000 Penalty: 3921.907471
	Iteration 30Q: 3 clusters Score -1.884397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173908 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18843978.000000 Penalty: 3921.907471
	Iteration 31Q: 3 clusters Score -1.884398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173907 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18843972.000000 Penalty: 3921.907471
	Iteration 32Q: 3 clusters Score -1.884397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173905 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18843982.000000 Penalty: 3921.907471
	Iteration 33Q: 3 clusters Score -1.884398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18843988.000000 Penalty: 3921.907471
	Iteration 34Q: 3 clusters Score -1.884399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173903 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18843972.000000 Penalty: 3921.907471
	Iteration 35Q: 3 clusters Score -1.884397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173903 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18843972.000000 Penalty: 3921.907471
	Iteration 36F: 3 clusters Score -1.884397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -562899.062500 Penalty: 1393.696411
	Iteration 0F: 2 clusters Score -562899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -558820.500000 Penalty: 2787.392822
	Iteration 0F: 3 clusters Score -558820.5 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -560051.062500 Penalty: 2787.392822
	Iteration 1F: 3 clusters Score -560051.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -560261.562500 Penalty: 2787.392822
	Iteration 2F: 3 clusters Score -560261.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -560429.500000 Penalty: 2787.392822
	Iteration 3F: 3 clusters Score -560429.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -560626.187500 Penalty: 2787.392822
	Iteration 4F: 3 clusters Score -560626.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -560814.125000 Penalty: 2787.392822
	Iteration 5Q: 3 clusters Score -560814.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -560997.562500 Penalty: 2787.392822
	Iteration 6F: 3 clusters Score -560997.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -561153.500000 Penalty: 2787.392822
	Iteration 7Q: 3 clusters Score -561153.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -561264.625000 Penalty: 2787.392822
	Iteration 8Q: 3 clusters Score -561264.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -561339.625000 Penalty: 2787.392822
	Iteration 9Q: 3 clusters Score -561339.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -561412.062500 Penalty: 2787.392822
	Iteration 10Q: 3 clusters Score -561412.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -561476.875000 Penalty: 2787.392822
	Iteration 11Q: 3 clusters Score -561476.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -561533.187500 Penalty: 2787.392822
	Iteration 12Q: 3 clusters Score -561533.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -561571.875000 Penalty: 2787.392822
	Iteration 13Q: 3 clusters Score -561571.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -561607.750000 Penalty: 2787.392822
	Iteration 14Q: 3 clusters Score -561607.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -561643.187500 Penalty: 2787.392822
	Iteration 15Q: 3 clusters Score -561643.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -561681.312500 Penalty: 2787.392822
	Iteration 16Q: 3 clusters Score -561681.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -561716.875000 Penalty: 2787.392822
	Iteration 17Q: 3 clusters Score -561716.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -561743.937500 Penalty: 2787.392822
	Iteration 18Q: 3 clusters Score -561743.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -561760.312500 Penalty: 2787.392822
	Iteration 19Q: 3 clusters Score -561760.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -561777.000000 Penalty: 2787.392822
	Iteration 20F: 3 clusters Score -561777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -561788.312500 Penalty: 2787.392822
	Iteration 21Q: 3 clusters Score -561788.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -561798.812500 Penalty: 2787.392822
	Iteration 22Q: 3 clusters Score -561798.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -561804.125000 Penalty: 2787.392822
	Iteration 23Q: 3 clusters Score -561804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -561806.000000 Penalty: 2787.392822
	Iteration 24Q: 3 clusters Score -561806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -561808.062500 Penalty: 2787.392822
	Iteration 25Q: 3 clusters Score -561808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -561808.625000 Penalty: 2787.392822
	Iteration 26Q: 3 clusters Score -561808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -561811.000000 Penalty: 2787.392822
	Iteration 27Q: 3 clusters Score -561811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -561810.937500 Penalty: 2787.392822
	Iteration 28Q: 3 clusters Score -561810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -561813.687500 Penalty: 2787.392822
	Iteration 29Q: 3 clusters Score -561813.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -561815.812500 Penalty: 2787.392822
	Iteration 30Q: 3 clusters Score -561815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -561816.375000 Penalty: 2787.392822
	Iteration 31Q: 3 clusters Score -561816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -561817.437500 Penalty: 2787.392822
	Iteration 32Q: 3 clusters Score -561817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -561818.687500 Penalty: 2787.392822
	Iteration 33Q: 3 clusters Score -561818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -561819.000000 Penalty: 2787.392822
	Iteration 34Q: 3 clusters Score -561819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -561821.250000 Penalty: 2787.392822
	Iteration 35Q: 3 clusters Score -561821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -561821.375000 Penalty: 2787.392822
	Iteration 36Q: 3 clusters Score -561821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -561823.187500 Penalty: 2787.392822
	Iteration 37Q: 3 clusters Score -561823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -561824.625000 Penalty: 2787.392822
	Iteration 38Q: 3 clusters Score -561824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -561827.562500 Penalty: 2787.392822
	Iteration 39Q: 3 clusters Score -561827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -561830.750000 Penalty: 2787.392822
	Iteration 40F: 3 clusters Score -561830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -561833.000000 Penalty: 2787.392822
	Iteration 41Q: 3 clusters Score -561833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -561834.312500 Penalty: 2787.392822
	Iteration 42Q: 3 clusters Score -561834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -561834.375000 Penalty: 2787.392822
	Iteration 43Q: 3 clusters Score -561834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -561835.625000 Penalty: 2787.392822
	Iteration 44Q: 3 clusters Score -561835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -561835.812500 Penalty: 2787.392822
	Iteration 45Q: 3 clusters Score -561835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -561835.812500 Penalty: 2787.392822
	Iteration 46F: 3 clusters Score -561835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Entering Unmasked Estep 
Score: -3801131.500000 Penalty: 1698.513184
	Iteration 0F: 2 clusters Score -3801132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3777813.250000 Penalty: 3397.026367
	Iteration 0F: 3 clusters Score -3777813 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3787089.000000 Penalty: 3397.026367
	Iteration 1F: 3 clusters Score -3787089 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3787864.500000 Penalty: 3397.026367
	Iteration 2F: 3 clusters Score -3787864 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3788951.500000 Penalty: 3397.026367
	Iteration 3F: 3 clusters Score -3788952 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3790441.500000 Penalty: 3397.026367
	Iteration 4F: 3 clusters Score -3790442 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3792289.250000 Penalty: 3397.026367
	Iteration 5F: 3 clusters Score -3792289 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3794293.500000 Penalty: 3397.026367
	Iteration 6F: 3 clusters Score -3794294 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3795946.750000 Penalty: 3397.026367
	Iteration 7F: 3 clusters Score -3795947 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3797012.000000 Penalty: 3397.026367
	Iteration 8Q: 3 clusters Score -3797012 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3797624.750000 Penalty: 3397.026367
	Iteration 9Q: 3 clusters Score -3797625 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3797979.750000 Penalty: 3397.026367
	Iteration 10Q: 3 clusters Score -3797980 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3798203.000000 Penalty: 3397.026367
	Iteration 11Q: 3 clusters Score -3798203 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -3798397.750000 Penalty: 3397.026367
	Iteration 12Q: 3 clusters Score -3798398 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -3798568.750000 Penalty: 3397.026367
	Iteration 13Q: 3 clusters Score -3798569 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3798720.500000 Penalty: 3397.026367
	Iteration 14Q: 3 clusters Score -3798720 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3798848.750000 Penalty: 3397.026367
	Iteration 15Q: 3 clusters Score -3798849 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -3798985.500000 Penalty: 3397.026367
	Iteration 16Q: 3 clusters Score -3798986 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3799083.250000 Penalty: 3397.026367
	Iteration 17Q: 3 clusters Score -3799083 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -3799159.750000 Penalty: 3397.026367
	Iteration 18Q: 3 clusters Score -3799160 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -3799234.500000 Penalty: 3397.026367
	Iteration 19Q: 3 clusters Score -3799234 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -3799310.750000 Penalty: 3397.026367
	Iteration 20F: 3 clusters Score -3799311 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3799367.000000 Penalty: 3397.026367
	Iteration 21Q: 3 clusters Score -3799367 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -3799422.500000 Penalty: 3397.026367
	Iteration 22Q: 3 clusters Score -3799422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -3799475.750000 Penalty: 3397.026367
	Iteration 23Q: 3 clusters Score -3799476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -3799516.750000 Penalty: 3397.026367
	Iteration 24Q: 3 clusters Score -3799517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -3799537.500000 Penalty: 3397.026367
	Iteration 25Q: 3 clusters Score -3799538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -3799571.500000 Penalty: 3397.026367
	Iteration 26Q: 3 clusters Score -3799572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3799604.000000 Penalty: 3397.026367
	Iteration 27Q: 3 clusters Score -3799604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3799632.750000 Penalty: 3397.026367
	Iteration 28Q: 3 clusters Score -3799633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -3799647.000000 Penalty: 3397.026367
	Iteration 29Q: 3 clusters Score -3799647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -3799675.500000 Penalty: 3397.026367
	Iteration 30Q: 3 clusters Score -3799676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -3799681.000000 Penalty: 3397.026367
	Iteration 31Q: 3 clusters Score -3799681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -3799696.750000 Penalty: 3397.026367
	Iteration 32Q: 3 clusters Score -3799697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -3799706.250000 Penalty: 3397.026367
	Iteration 33Q: 3 clusters Score -3799706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -3799712.750000 Penalty: 3397.026367
	Iteration 34Q: 3 clusters Score -3799713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -3799714.000000 Penalty: 3397.026367
	Iteration 35Q: 3 clusters Score -3799714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -3799719.000000 Penalty: 3397.026367
	Iteration 36Q: 3 clusters Score -3799719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -3799732.500000 Penalty: 3397.026367
	Iteration 37Q: 3 clusters Score -3799732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -3799736.750000 Penalty: 3397.026367
	Iteration 38Q: 3 clusters Score -3799737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -3799739.250000 Penalty: 3397.026367
	Iteration 39Q: 3 clusters Score -3799739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -3799744.750000 Penalty: 3397.026367
	Iteration 40F: 3 clusters Score -3799745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -3799742.250000 Penalty: 3397.026367
	Iteration 41Q: 3 clusters Score -3799742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -3799746.750000 Penalty: 3397.026367
	Iteration 42Q: 3 clusters Score -3799747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -3799744.750000 Penalty: 3397.026367
	Iteration 43Q: 3 clusters Score -3799745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -3799744.750000 Penalty: 3397.026367
	Iteration 44F: 3 clusters Score -3799745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -454817.468750 Penalty: 1365.143555
	Iteration 0F: 2 clusters Score -454817.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -451259.656250 Penalty: 2730.287109
	Iteration 0F: 3 clusters Score -451259.7 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -452530.781250 Penalty: 2730.287109
	Iteration 1F: 3 clusters Score -452530.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -453034.343750 Penalty: 2730.287109
	Iteration 2F: 3 clusters Score -453034.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -453467.156250 Penalty: 2730.287109
	Iteration 3F: 3 clusters Score -453467.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -453773.406250 Penalty: 2730.287109
	Iteration 4F: 3 clusters Score -453773.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -453997.156250 Penalty: 2730.287109
	Iteration 5F: 3 clusters Score -453997.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -454150.812500 Penalty: 2730.287109
	Iteration 6Q: 3 clusters Score -454150.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -454253.218750 Penalty: 2730.287109
	Iteration 7Q: 3 clusters Score -454253.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -454318.187500 Penalty: 2730.287109
	Iteration 8Q: 3 clusters Score -454318.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -454370.968750 Penalty: 2730.287109
	Iteration 9Q: 3 clusters Score -454371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -454410.906250 Penalty: 2730.287109
	Iteration 10Q: 3 clusters Score -454410.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -454435.750000 Penalty: 2730.287109
	Iteration 11Q: 3 clusters Score -454435.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -454458.625000 Penalty: 2730.287109
	Iteration 12Q: 3 clusters Score -454458.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -454474.031250 Penalty: 2730.287109
	Iteration 13Q: 3 clusters Score -454474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -454481.000000 Penalty: 2730.287109
	Iteration 14Q: 3 clusters Score -454481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -454486.343750 Penalty: 2730.287109
	Iteration 15Q: 3 clusters Score -454486.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -454490.531250 Penalty: 2730.287109
	Iteration 16Q: 3 clusters Score -454490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -454492.656250 Penalty: 2730.287109
	Iteration 17Q: 3 clusters Score -454492.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -454494.156250 Penalty: 2730.287109
	Iteration 18Q: 3 clusters Score -454494.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -454498.062500 Penalty: 2730.287109
	Iteration 19Q: 3 clusters Score -454498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -454501.250000 Penalty: 2730.287109
	Iteration 20F: 3 clusters Score -454501.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -454504.000000 Penalty: 2730.287109
	Iteration 21Q: 3 clusters Score -454504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -454506.656250 Penalty: 2730.287109
	Iteration 22Q: 3 clusters Score -454506.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -454508.875000 Penalty: 2730.287109
	Iteration 23Q: 3 clusters Score -454508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -454510.343750 Penalty: 2730.287109
	Iteration 24Q: 3 clusters Score -454510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -454512.687500 Penalty: 2730.287109
	Iteration 25Q: 3 clusters Score -454512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -454513.968750 Penalty: 2730.287109
	Iteration 26Q: 3 clusters Score -454514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -454517.843750 Penalty: 2730.287109
	Iteration 27Q: 3 clusters Score -454517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -454519.343750 Penalty: 2730.287109
	Iteration 28Q: 3 clusters Score -454519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -454519.562500 Penalty: 2730.287109
	Iteration 29Q: 3 clusters Score -454519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -454520.250000 Penalty: 2730.287109
	Iteration 30Q: 3 clusters Score -454520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -454520.250000 Penalty: 2730.287109
	Iteration 31F: 3 clusters Score -454520.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -291830.812500 Penalty: 1290.979980
	Iteration 0F: 2 clusters Score -291830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -289256.281250 Penalty: 2581.959961
	Iteration 0F: 3 clusters Score -289256.3 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -289975.937500 Penalty: 2581.959961
	Iteration 1F: 3 clusters Score -289975.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -290263.312500 Penalty: 2581.959961
	Iteration 2F: 3 clusters Score -290263.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -290562.875000 Penalty: 2581.959961
	Iteration 3F: 3 clusters Score -290562.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -290824.968750 Penalty: 2581.959961
	Iteration 4F: 3 clusters Score -290825 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -291076.875000 Penalty: 2581.959961
	Iteration 5F: 3 clusters Score -291076.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -291256.718750 Penalty: 2581.959961
	Iteration 6F: 3 clusters Score -291256.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -291402.312500 Penalty: 2581.959961
	Iteration 7F: 3 clusters Score -291402.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -291547.218750 Penalty: 2581.959961
	Iteration 8Q: 3 clusters Score -291547.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -291729.000000 Penalty: 2581.959961
	Iteration 9Q: 3 clusters Score -291729 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -291944.031250 Penalty: 2581.959961
	Iteration 10Q: 3 clusters Score -291944 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -292129.562500 Penalty: 2581.959961
	Iteration 11Q: 3 clusters Score -292129.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -292296.312500 Penalty: 2581.959961
	Iteration 12Q: 3 clusters Score -292296.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -292365.968750 Penalty: 2581.959961
	Iteration 13Q: 3 clusters Score -292366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -292385.406250 Penalty: 2581.959961
	Iteration 14Q: 3 clusters Score -292385.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -292396.656250 Penalty: 2581.959961
	Iteration 15Q: 3 clusters Score -292396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -292400.875000 Penalty: 2581.959961
	Iteration 16Q: 3 clusters Score -292400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -292402.062500 Penalty: 2581.959961
	Iteration 17Q: 3 clusters Score -292402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -292403.718750 Penalty: 2581.959961
	Iteration 18F: 3 clusters Score -292403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -292404.156250 Penalty: 2581.959961
	Iteration 19Q: 3 clusters Score -292404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -292405.062500 Penalty: 2581.959961
	Iteration 20F: 3 clusters Score -292405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -292406.437500 Penalty: 2581.959961
	Iteration 21Q: 3 clusters Score -292406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -292406.375000 Penalty: 2581.959961
	Iteration 22Q: 3 clusters Score -292406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -292406.375000 Penalty: 2581.959961
	Iteration 23F: 3 clusters Score -292406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 72569 members 
Mstep: Class 3 contains 176466 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65924 members 
Mstep: Class 6 contains 46716 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174104 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 10 contains 34627 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 983 members 
Mstep: Class 13 contains 1837 members 
Mstep: Class 14 contains 165848 members 
Mstep: Class 16 contains 36688 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 48878 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
Score: -93853048.000000 Penalty: 40048.039062
Splitting cluster 12 changes total score from -93853416.000000 to -93853048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (165848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Entering Unmasked Estep 
Score: -17988004.000000 Penalty: 1953.059448
	Iteration 0F: 2 clusters Score -1.7988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -17877360.000000 Penalty: 3906.118896
	Iteration 0F: 3 clusters Score -1.787736e+07 nChanged 80117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -17924778.000000 Penalty: 3906.118896
	Iteration 1F: 3 clusters Score -1.792478e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -17925884.000000 Penalty: 3906.118896
	Iteration 2Q: 3 clusters Score -1.792588e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -17927528.000000 Penalty: 3906.118896
	Iteration 3Q: 3 clusters Score -1.792753e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -17930094.000000 Penalty: 3906.118896
	Iteration 4Q: 3 clusters Score -1.793009e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -17934108.000000 Penalty: 3906.118896
	Iteration 5Q: 3 clusters Score -1.793411e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103084 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -17940336.000000 Penalty: 3906.118896
	Iteration 6F: 3 clusters Score -1.794034e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109264 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -17948324.000000 Penalty: 3906.118896
	Iteration 7F: 3 clusters Score -1.794832e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114932 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -17956658.000000 Penalty: 3906.118896
	Iteration 8F: 3 clusters Score -1.795666e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119119 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -17963018.000000 Penalty: 3906.118896
	Iteration 9F: 3 clusters Score -1.796302e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122053 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -17966340.000000 Penalty: 3906.118896
	Iteration 10Q: 3 clusters Score -1.796634e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -17968122.000000 Penalty: 3906.118896
	Iteration 11Q: 3 clusters Score -1.796812e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126998 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -17969156.000000 Penalty: 3906.118896
	Iteration 12Q: 3 clusters Score -1.796916e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129465 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -17969990.000000 Penalty: 3906.118896
	Iteration 13Q: 3 clusters Score -1.796999e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -17971020.000000 Penalty: 3906.118896
	Iteration 14Q: 3 clusters Score -1.797102e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134695 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -17971866.000000 Penalty: 3906.118896
	Iteration 15Q: 3 clusters Score -1.797187e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137474 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -17972950.000000 Penalty: 3906.118896
	Iteration 16Q: 3 clusters Score -1.797295e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140383 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -17974174.000000 Penalty: 3906.118896
	Iteration 17Q: 3 clusters Score -1.797417e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143262 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -17975434.000000 Penalty: 3906.118896
	Iteration 18Q: 3 clusters Score -1.797543e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146199 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -17976792.000000 Penalty: 3906.118896
	Iteration 19Q: 3 clusters Score -1.797679e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -17978064.000000 Penalty: 3906.118896
	Iteration 20F: 3 clusters Score -1.797806e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151728 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -17979398.000000 Penalty: 3906.118896
	Iteration 21Q: 3 clusters Score -1.79794e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -17980608.000000 Penalty: 3906.118896
	Iteration 22Q: 3 clusters Score -1.798061e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156398 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -17981790.000000 Penalty: 3906.118896
	Iteration 23Q: 3 clusters Score -1.798179e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158284 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -17982706.000000 Penalty: 3906.118896
	Iteration 24Q: 3 clusters Score -1.798271e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159883 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -17983548.000000 Penalty: 3906.118896
	Iteration 25Q: 3 clusters Score -1.798355e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161142 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -17984210.000000 Penalty: 3906.118896
	Iteration 26Q: 3 clusters Score -1.798421e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -17984652.000000 Penalty: 3906.118896
	Iteration 27Q: 3 clusters Score -1.798465e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162883 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -17985044.000000 Penalty: 3906.118896
	Iteration 28Q: 3 clusters Score -1.798504e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163462 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -17985318.000000 Penalty: 3906.118896
	Iteration 29Q: 3 clusters Score -1.798532e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -17985514.000000 Penalty: 3906.118896
	Iteration 30Q: 3 clusters Score -1.798551e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -17985710.000000 Penalty: 3906.118896
	Iteration 31Q: 3 clusters Score -1.798571e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164489 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -17985844.000000 Penalty: 3906.118896
	Iteration 32Q: 3 clusters Score -1.798584e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164663 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -17985954.000000 Penalty: 3906.118896
	Iteration 33Q: 3 clusters Score -1.798595e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164784 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17986010.000000 Penalty: 3906.118896
	Iteration 34Q: 3 clusters Score -1.798601e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164880 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -17986044.000000 Penalty: 3906.118896
	Iteration 35Q: 3 clusters Score -1.798604e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164961 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -17986098.000000 Penalty: 3906.118896
	Iteration 36Q: 3 clusters Score -1.79861e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165007 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -17986134.000000 Penalty: 3906.118896
	Iteration 37Q: 3 clusters Score -1.798613e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165047 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -17986186.000000 Penalty: 3906.118896
	Iteration 38Q: 3 clusters Score -1.798619e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165073 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -17986182.000000 Penalty: 3906.118896
	Iteration 39Q: 3 clusters Score -1.798618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165097 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -17986182.000000 Penalty: 3906.118896
	Iteration 40F: 3 clusters Score -1.798618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17986210.000000 Penalty: 3906.118896
	Iteration 41Q: 3 clusters Score -1.798621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165125 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17986216.000000 Penalty: 3906.118896
	Iteration 42Q: 3 clusters Score -1.798622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165134 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17986226.000000 Penalty: 3906.118896
	Iteration 43Q: 3 clusters Score -1.798623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165139 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -17986220.000000 Penalty: 3906.118896
	Iteration 44Q: 3 clusters Score -1.798622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165145 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -17986226.000000 Penalty: 3906.118896
	Iteration 45Q: 3 clusters Score -1.798623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17986220.000000 Penalty: 3906.118896
	Iteration 46Q: 3 clusters Score -1.798622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -17986226.000000 Penalty: 3906.118896
	Iteration 47Q: 3 clusters Score -1.798623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165168 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17986230.000000 Penalty: 3906.118896
	Iteration 48Q: 3 clusters Score -1.798623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165176 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -17986240.000000 Penalty: 3906.118896
	Iteration 49Q: 3 clusters Score -1.798624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165185 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -17986256.000000 Penalty: 3906.118896
	Iteration 50Q: 3 clusters Score -1.798626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165194 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17986262.000000 Penalty: 3906.118896
	Iteration 51Q: 3 clusters Score -1.798626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165199 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -17986266.000000 Penalty: 3906.118896
	Iteration 52Q: 3 clusters Score -1.798627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165200 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -17986270.000000 Penalty: 3906.118896
	Iteration 53Q: 3 clusters Score -1.798627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165201 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -17986262.000000 Penalty: 3906.118896
	Iteration 54Q: 3 clusters Score -1.798626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165201 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -17986262.000000 Penalty: 3906.118896
	Iteration 55F: 3 clusters Score -1.798626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Entering Unmasked Estep 
Score: -4028089.250000 Penalty: 1707.908325
	Iteration 0F: 2 clusters Score -4028089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4003392.250000 Penalty: 3415.816650
	Iteration 0F: 3 clusters Score -4003392 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4013037.500000 Penalty: 3415.816650
	Iteration 1F: 3 clusters Score -4013038 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4013717.500000 Penalty: 3415.816650
	Iteration 2Q: 3 clusters Score -4013718 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4014647.250000 Penalty: 3415.816650
	Iteration 3F: 3 clusters Score -4014647 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4015905.750000 Penalty: 3415.816650
	Iteration 4F: 3 clusters Score -4015906 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -4017645.000000 Penalty: 3415.816650
	Iteration 5F: 3 clusters Score -4017645 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -4019867.000000 Penalty: 3415.816650
	Iteration 6F: 3 clusters Score -4019867 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -4022077.500000 Penalty: 3415.816650
	Iteration 7F: 3 clusters Score -4022078 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -4023529.500000 Penalty: 3415.816650
	Iteration 8F: 3 clusters Score -4023530 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -4024165.250000 Penalty: 3415.816650
	Iteration 9Q: 3 clusters Score -4024165 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -4024445.500000 Penalty: 3415.816650
	Iteration 10Q: 3 clusters Score -4024446 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -4024614.750000 Penalty: 3415.816650
	Iteration 11Q: 3 clusters Score -4024615 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -4024757.750000 Penalty: 3415.816650
	Iteration 12Q: 3 clusters Score -4024758 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -4024896.750000 Penalty: 3415.816650
	Iteration 13Q: 3 clusters Score -4024897 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -4025017.250000 Penalty: 3415.816650
	Iteration 14Q: 3 clusters Score -4025017 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -4025113.500000 Penalty: 3415.816650
	Iteration 15Q: 3 clusters Score -4025114 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -4025226.250000 Penalty: 3415.816650
	Iteration 16Q: 3 clusters Score -4025226 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -4025321.500000 Penalty: 3415.816650
	Iteration 17Q: 3 clusters Score -4025322 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -4025434.750000 Penalty: 3415.816650
	Iteration 18Q: 3 clusters Score -4025435 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -4025500.750000 Penalty: 3415.816650
	Iteration 19Q: 3 clusters Score -4025501 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -4025601.750000 Penalty: 3415.816650
	Iteration 20F: 3 clusters Score -4025602 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4025691.000000 Penalty: 3415.816650
	Iteration 21Q: 3 clusters Score -4025691 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4025762.500000 Penalty: 3415.816650
	Iteration 22Q: 3 clusters Score -4025762 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4025865.000000 Penalty: 3415.816650
	Iteration 23Q: 3 clusters Score -4025865 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4025954.250000 Penalty: 3415.816650
	Iteration 24Q: 3 clusters Score -4025954 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4026035.000000 Penalty: 3415.816650
	Iteration 25Q: 3 clusters Score -4026035 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4026101.750000 Penalty: 3415.816650
	Iteration 26Q: 3 clusters Score -4026102 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -4026185.750000 Penalty: 3415.816650
	Iteration 27Q: 3 clusters Score -4026186 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -4026279.000000 Penalty: 3415.816650
	Iteration 28Q: 3 clusters Score -4026279 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4026360.500000 Penalty: 3415.816650
	Iteration 29Q: 3 clusters Score -4026360 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4026440.500000 Penalty: 3415.816650
	Iteration 30Q: 3 clusters Score -4026440 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4026508.500000 Penalty: 3415.816650
	Iteration 31Q: 3 clusters Score -4026508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4026555.750000 Penalty: 3415.816650
	Iteration 32Q: 3 clusters Score -4026556 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4026618.750000 Penalty: 3415.816650
	Iteration 33Q: 3 clusters Score -4026619 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4026660.250000 Penalty: 3415.816650
	Iteration 34Q: 3 clusters Score -4026660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4026696.000000 Penalty: 3415.816650
	Iteration 35Q: 3 clusters Score -4026696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4026727.750000 Penalty: 3415.816650
	Iteration 36Q: 3 clusters Score -4026728 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4026760.500000 Penalty: 3415.816650
	Iteration 37Q: 3 clusters Score -4026760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4026788.750000 Penalty: 3415.816650
	Iteration 38Q: 3 clusters Score -4026789 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4026815.500000 Penalty: 3415.816650
	Iteration 39Q: 3 clusters Score -4026816 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4026835.000000 Penalty: 3415.816650
	Iteration 40F: 3 clusters Score -4026835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4026849.000000 Penalty: 3415.816650
	Iteration 41Q: 3 clusters Score -4026849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4026869.750000 Penalty: 3415.816650
	Iteration 42Q: 3 clusters Score -4026870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4026877.750000 Penalty: 3415.816650
	Iteration 43Q: 3 clusters Score -4026878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4026888.250000 Penalty: 3415.816650
	Iteration 44Q: 3 clusters Score -4026888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4026894.250000 Penalty: 3415.816650
	Iteration 45Q: 3 clusters Score -4026894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4026898.750000 Penalty: 3415.816650
	Iteration 46Q: 3 clusters Score -4026899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4026890.250000 Penalty: 3415.816650
	Iteration 47Q: 3 clusters Score -4026890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4026896.250000 Penalty: 3415.816650
	Iteration 48Q: 3 clusters Score -4026896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4026902.500000 Penalty: 3415.816650
	Iteration 49Q: 3 clusters Score -4026902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4026911.250000 Penalty: 3415.816650
	Iteration 50Q: 3 clusters Score -4026911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4026917.750000 Penalty: 3415.816650
	Iteration 51Q: 3 clusters Score -4026918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4026921.250000 Penalty: 3415.816650
	Iteration 52Q: 3 clusters Score -4026921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4026915.000000 Penalty: 3415.816650
	Iteration 53Q: 3 clusters Score -4026915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4026924.250000 Penalty: 3415.816650
	Iteration 54Q: 3 clusters Score -4026924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4026940.500000 Penalty: 3415.816650
	Iteration 55Q: 3 clusters Score -4026940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4026943.000000 Penalty: 3415.816650
	Iteration 56Q: 3 clusters Score -4026943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4026949.750000 Penalty: 3415.816650
	Iteration 57Q: 3 clusters Score -4026950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4026960.500000 Penalty: 3415.816650
	Iteration 58Q: 3 clusters Score -4026960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4026969.750000 Penalty: 3415.816650
	Iteration 59Q: 3 clusters Score -4026970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4026979.750000 Penalty: 3415.816650
	Iteration 60F: 3 clusters Score -4026980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4026975.500000 Penalty: 3415.816650
	Iteration 61Q: 3 clusters Score -4026976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4026974.500000 Penalty: 3415.816650
	Iteration 62Q: 3 clusters Score -4026974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4026978.000000 Penalty: 3415.816650
	Iteration 63Q: 3 clusters Score -4026978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4026975.750000 Penalty: 3415.816650
	Iteration 64Q: 3 clusters Score -4026976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4026977.250000 Penalty: 3415.816650
	Iteration 65Q: 3 clusters Score -4026977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4026981.250000 Penalty: 3415.816650
	Iteration 66Q: 3 clusters Score -4026981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4026978.500000 Penalty: 3415.816650
	Iteration 67Q: 3 clusters Score -4026978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4026978.250000 Penalty: 3415.816650
	Iteration 68Q: 3 clusters Score -4026978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4026982.250000 Penalty: 3415.816650
	Iteration 69Q: 3 clusters Score -4026982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4026984.000000 Penalty: 3415.816650
	Iteration 70Q: 3 clusters Score -4026984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4026984.000000 Penalty: 3415.816650
	Iteration 71F: 3 clusters Score -4026984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -34134.523438 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -34134.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33227.312500 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -33227.31 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33440.292969 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -33440.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33540.484375 Penalty: 1929.699219
	Iteration 2F: 3 clusters Score -33540.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33597.265625 Penalty: 1929.699219
	Iteration 3Q: 3 clusters Score -33597.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33610.640625 Penalty: 1929.699219
	Iteration 4Q: 3 clusters Score -33610.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33633.359375 Penalty: 1929.699219
	Iteration 5Q: 3 clusters Score -33633.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33645.433594 Penalty: 1929.699219
	Iteration 6Q: 3 clusters Score -33645.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33661.207031 Penalty: 1929.699219
	Iteration 7Q: 3 clusters Score -33661.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33679.199219 Penalty: 1929.699219
	Iteration 8Q: 3 clusters Score -33679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33683.402344 Penalty: 1929.699219
	Iteration 9Q: 3 clusters Score -33683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33690.679688 Penalty: 1929.699219
	Iteration 10Q: 3 clusters Score -33690.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33694.582031 Penalty: 1929.699219
	Iteration 11Q: 3 clusters Score -33694.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33694.582031 Penalty: 1929.699219
	Iteration 12F: 3 clusters Score -33694.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Entering Unmasked Estep 
Score: -5149834.500000 Penalty: 1754.526001
	Iteration 0F: 2 clusters Score -5149834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -5117201.000000 Penalty: 3509.052002
	Iteration 0F: 3 clusters Score -5117201 nChanged 22897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -5129994.000000 Penalty: 3509.052002
	Iteration 1F: 3 clusters Score -5129994 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -5130573.000000 Penalty: 3509.052002
	Iteration 2Q: 3 clusters Score -5130573 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -5131156.000000 Penalty: 3509.052002
	Iteration 3Q: 3 clusters Score -5131156 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -5131900.500000 Penalty: 3509.052002
	Iteration 4Q: 3 clusters Score -5131900 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5132956.000000 Penalty: 3509.052002
	Iteration 5Q: 3 clusters Score -5132956 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -5134489.000000 Penalty: 3509.052002
	Iteration 6Q: 3 clusters Score -5134489 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -5136786.000000 Penalty: 3509.052002
	Iteration 7F: 3 clusters Score -5136786 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -5139572.000000 Penalty: 3509.052002
	Iteration 8F: 3 clusters Score -5139572 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -5142342.000000 Penalty: 3509.052002
	Iteration 9F: 3 clusters Score -5142342 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -5144150.500000 Penalty: 3509.052002
	Iteration 10F: 3 clusters Score -5144150 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5145119.000000 Penalty: 3509.052002
	Iteration 11Q: 3 clusters Score -5145119 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5145636.000000 Penalty: 3509.052002
	Iteration 12Q: 3 clusters Score -5145636 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -5145969.000000 Penalty: 3509.052002
	Iteration 13Q: 3 clusters Score -5145969 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -5146194.000000 Penalty: 3509.052002
	Iteration 14Q: 3 clusters Score -5146194 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -5146360.500000 Penalty: 3509.052002
	Iteration 15Q: 3 clusters Score -5146360 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5146535.000000 Penalty: 3509.052002
	Iteration 16Q: 3 clusters Score -5146535 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -5146674.000000 Penalty: 3509.052002
	Iteration 17Q: 3 clusters Score -5146674 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -5146793.500000 Penalty: 3509.052002
	Iteration 18Q: 3 clusters Score -5146794 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -5147029.000000 Penalty: 3509.052002
	Iteration 19Q: 3 clusters Score -5147029 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -5147213.000000 Penalty: 3509.052002
	Iteration 20F: 3 clusters Score -5147213 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5147360.500000 Penalty: 3509.052002
	Iteration 21Q: 3 clusters Score -5147360 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5147480.000000 Penalty: 3509.052002
	Iteration 22Q: 3 clusters Score -5147480 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -5147625.500000 Penalty: 3509.052002
	Iteration 23Q: 3 clusters Score -5147626 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -5147718.500000 Penalty: 3509.052002
	Iteration 24Q: 3 clusters Score -5147718 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5147808.000000 Penalty: 3509.052002
	Iteration 25Q: 3 clusters Score -5147808 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -5147902.500000 Penalty: 3509.052002
	Iteration 26Q: 3 clusters Score -5147902 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -5147957.000000 Penalty: 3509.052002
	Iteration 27Q: 3 clusters Score -5147957 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5148014.000000 Penalty: 3509.052002
	Iteration 28Q: 3 clusters Score -5148014 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5148055.500000 Penalty: 3509.052002
	Iteration 29Q: 3 clusters Score -5148056 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -5148089.000000 Penalty: 3509.052002
	Iteration 30Q: 3 clusters Score -5148089 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -5148136.000000 Penalty: 3509.052002
	Iteration 31Q: 3 clusters Score -5148136 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -5148188.500000 Penalty: 3509.052002
	Iteration 32Q: 3 clusters Score -5148188 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -5148225.500000 Penalty: 3509.052002
	Iteration 33Q: 3 clusters Score -5148226 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5148246.500000 Penalty: 3509.052002
	Iteration 34Q: 3 clusters Score -5148246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5148283.000000 Penalty: 3509.052002
	Iteration 35Q: 3 clusters Score -5148283 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -5148298.500000 Penalty: 3509.052002
	Iteration 36Q: 3 clusters Score -5148298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5148313.500000 Penalty: 3509.052002
	Iteration 37Q: 3 clusters Score -5148314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -5148335.500000 Penalty: 3509.052002
	Iteration 38Q: 3 clusters Score -5148336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -5148347.500000 Penalty: 3509.052002
	Iteration 39Q: 3 clusters Score -5148348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -5148363.000000 Penalty: 3509.052002
	Iteration 40F: 3 clusters Score -5148363 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -5148372.500000 Penalty: 3509.052002
	Iteration 41Q: 3 clusters Score -5148372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5148383.500000 Penalty: 3509.052002
	Iteration 42Q: 3 clusters Score -5148384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5148402.500000 Penalty: 3509.052002
	Iteration 43Q: 3 clusters Score -5148402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5148420.000000 Penalty: 3509.052002
	Iteration 44Q: 3 clusters Score -5148420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -5148422.500000 Penalty: 3509.052002
	Iteration 45Q: 3 clusters Score -5148422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -5148435.000000 Penalty: 3509.052002
	Iteration 46Q: 3 clusters Score -5148435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -5148434.000000 Penalty: 3509.052002
	Iteration 47Q: 3 clusters Score -5148434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -5148437.000000 Penalty: 3509.052002
	Iteration 48Q: 3 clusters Score -5148437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -5148445.500000 Penalty: 3509.052002
	Iteration 49Q: 3 clusters Score -5148446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -5148444.500000 Penalty: 3509.052002
	Iteration 50Q: 3 clusters Score -5148444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5148451.500000 Penalty: 3509.052002
	Iteration 51Q: 3 clusters Score -5148452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -5148457.500000 Penalty: 3509.052002
	Iteration 52Q: 3 clusters Score -5148458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -5148462.500000 Penalty: 3509.052002
	Iteration 53Q: 3 clusters Score -5148462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -5148463.500000 Penalty: 3509.052002
	Iteration 54Q: 3 clusters Score -5148464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -5148465.000000 Penalty: 3509.052002
	Iteration 55Q: 3 clusters Score -5148465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -5148470.000000 Penalty: 3509.052002
	Iteration 56Q: 3 clusters Score -5148470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -5148481.000000 Penalty: 3509.052002
	Iteration 57Q: 3 clusters Score -5148481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5148495.500000 Penalty: 3509.052002
	Iteration 58Q: 3 clusters Score -5148496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -5148490.000000 Penalty: 3509.052002
	Iteration 59Q: 3 clusters Score -5148490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5148484.000000 Penalty: 3509.052002
	Iteration 60F: 3 clusters Score -5148484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5148491.500000 Penalty: 3509.052002
	Iteration 61Q: 3 clusters Score -5148492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -5148490.000000 Penalty: 3509.052002
	Iteration 62Q: 3 clusters Score -5148490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -5148490.000000 Penalty: 3509.052002
	Iteration 63Q: 3 clusters Score -5148490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -5148493.500000 Penalty: 3509.052002
	Iteration 64Q: 3 clusters Score -5148494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -5148495.000000 Penalty: 3509.052002
	Iteration 65Q: 3 clusters Score -5148495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -5148500.000000 Penalty: 3509.052002
	Iteration 66Q: 3 clusters Score -5148500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -5148503.500000 Penalty: 3509.052002
	Iteration 67Q: 3 clusters Score -5148504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -5148500.000000 Penalty: 3509.052002
	Iteration 68Q: 3 clusters Score -5148500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -5148501.500000 Penalty: 3509.052002
	Iteration 69Q: 3 clusters Score -5148502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -5148508.000000 Penalty: 3509.052002
	Iteration 70Q: 3 clusters Score -5148508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -5148505.500000 Penalty: 3509.052002
	Iteration 71Q: 3 clusters Score -5148506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -5148502.000000 Penalty: 3509.052002
	Iteration 72Q: 3 clusters Score -5148502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -5148506.500000 Penalty: 3509.052002
	Iteration 73Q: 3 clusters Score -5148506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5148502.500000 Penalty: 3509.052002
	Iteration 74Q: 3 clusters Score -5148502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5148499.000000 Penalty: 3509.052002
	Iteration 75Q: 3 clusters Score -5148499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5148502.000000 Penalty: 3509.052002
	Iteration 76Q: 3 clusters Score -5148502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -5148501.000000 Penalty: 3509.052002
	Iteration 77Q: 3 clusters Score -5148501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -5148502.500000 Penalty: 3509.052002
	Iteration 78Q: 3 clusters Score -5148502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5148501.500000 Penalty: 3509.052002
	Iteration 79Q: 3 clusters Score -5148502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5148503.500000 Penalty: 3509.052002
	Iteration 80F: 3 clusters Score -5148504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5148501.500000 Penalty: 3509.052002
	Iteration 81Q: 3 clusters Score -5148502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5148505.500000 Penalty: 3509.052002
	Iteration 82Q: 3 clusters Score -5148506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5148506.000000 Penalty: 3509.052002
	Iteration 83Q: 3 clusters Score -5148506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5148506.000000 Penalty: 3509.052002
	Iteration 84F: 3 clusters Score -5148506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -396061.125000 Penalty: 1328.343506
	Iteration 0F: 2 clusters Score -396061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -392965.250000 Penalty: 2656.687012
	Iteration 0F: 3 clusters Score -392965.2 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -393725.500000 Penalty: 2656.687012
	Iteration 1F: 3 clusters Score -393725.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -393857.062500 Penalty: 2656.687012
	Iteration 2F: 3 clusters Score -393857.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -393936.218750 Penalty: 2656.687012
	Iteration 3Q: 3 clusters Score -393936.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -393983.562500 Penalty: 2656.687012
	Iteration 4Q: 3 clusters Score -393983.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -394018.875000 Penalty: 2656.687012
	Iteration 5Q: 3 clusters Score -394018.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -394047.781250 Penalty: 2656.687012
	Iteration 6Q: 3 clusters Score -394047.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -394070.375000 Penalty: 2656.687012
	Iteration 7Q: 3 clusters Score -394070.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -394087.125000 Penalty: 2656.687012
	Iteration 8Q: 3 clusters Score -394087.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -394098.656250 Penalty: 2656.687012
	Iteration 9Q: 3 clusters Score -394098.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -394111.437500 Penalty: 2656.687012
	Iteration 10Q: 3 clusters Score -394111.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -394122.250000 Penalty: 2656.687012
	Iteration 11Q: 3 clusters Score -394122.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -394130.218750 Penalty: 2656.687012
	Iteration 12Q: 3 clusters Score -394130.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -394135.968750 Penalty: 2656.687012
	Iteration 13Q: 3 clusters Score -394136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -394142.281250 Penalty: 2656.687012
	Iteration 14Q: 3 clusters Score -394142.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -394147.656250 Penalty: 2656.687012
	Iteration 15Q: 3 clusters Score -394147.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -394151.750000 Penalty: 2656.687012
	Iteration 16Q: 3 clusters Score -394151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -394155.031250 Penalty: 2656.687012
	Iteration 17Q: 3 clusters Score -394155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -394159.500000 Penalty: 2656.687012
	Iteration 18Q: 3 clusters Score -394159.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -394161.781250 Penalty: 2656.687012
	Iteration 19Q: 3 clusters Score -394161.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -394164.375000 Penalty: 2656.687012
	Iteration 20F: 3 clusters Score -394164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -394166.250000 Penalty: 2656.687012
	Iteration 21Q: 3 clusters Score -394166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -394167.218750 Penalty: 2656.687012
	Iteration 22Q: 3 clusters Score -394167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -394167.875000 Penalty: 2656.687012
	Iteration 23Q: 3 clusters Score -394167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -394168.593750 Penalty: 2656.687012
	Iteration 24Q: 3 clusters Score -394168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -394168.593750 Penalty: 2656.687012
	Iteration 25F: 3 clusters Score -394168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 72569 members 
Mstep: Class 3 contains 176466 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65924 members 
Mstep: Class 6 contains 46716 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174104 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 10 contains 34627 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165848 members 
Mstep: Class 16 contains 36688 members 
Mstep: Class 18 contains 379 members 
Mstep: Class 19 contains 48878 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853400.000000 Penalty: 37823.148438
Iteration 199Q: 18 clusters Score -9.38534e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 72557 members 
Mstep: Class 3 contains 176454 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 65920 members 
Mstep: Class 6 contains 46721 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174096 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34627 members 
Mstep: Class 11 contains 4462 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165877 members 
Mstep: Class 16 contains 36699 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48867 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853448.000000 Penalty: 37823.148438
Iteration 200F: 18 clusters Score -9.385345e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 72544 members 
Mstep: Class 3 contains 176456 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65910 members 
Mstep: Class 6 contains 46726 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174090 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 34625 members 
Mstep: Class 11 contains 4471 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 14 contains 165899 members 
Mstep: Class 16 contains 36712 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48850 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853504.000000 Penalty: 37823.148438
Iteration 201Q: 18 clusters Score -9.38535e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 72529 members 
Mstep: Class 3 contains 176464 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65912 members 
Mstep: Class 6 contains 46729 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174082 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 34626 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 165920 members 
Mstep: Class 16 contains 36713 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48838 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853520.000000 Penalty: 37823.148438
Iteration 202Q: 18 clusters Score -9.385352e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 72508 members 
Mstep: Class 3 contains 176473 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65908 members 
Mstep: Class 6 contains 46728 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174082 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 34627 members 
Mstep: Class 11 contains 4480 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 165936 members 
Mstep: Class 16 contains 36724 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48832 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853536.000000 Penalty: 37823.148438
Iteration 203Q: 18 clusters Score -9.385354e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 72503 members 
Mstep: Class 3 contains 176469 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65904 members 
Mstep: Class 6 contains 46732 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174083 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 34625 members 
Mstep: Class 11 contains 4484 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 165951 members 
Mstep: Class 16 contains 36728 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48827 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853456.000000 Penalty: 37823.148438
Iteration 204Q: 18 clusters Score -9.385346e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 72493 members 
Mstep: Class 3 contains 176463 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65903 members 
Mstep: Class 6 contains 46740 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174082 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34623 members 
Mstep: Class 11 contains 4487 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 165962 members 
Mstep: Class 16 contains 36734 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48825 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853456.000000 Penalty: 37823.148438
Iteration 205Q: 18 clusters Score -9.385346e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 72483 members 
Mstep: Class 3 contains 176460 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65895 members 
Mstep: Class 6 contains 46748 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174064 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 34623 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 165987 members 
Mstep: Class 16 contains 36745 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48825 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853408.000000 Penalty: 37823.148438
Iteration 206Q: 18 clusters Score -9.385341e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 72468 members 
Mstep: Class 3 contains 176455 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65888 members 
Mstep: Class 6 contains 46758 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174053 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 34624 members 
Mstep: Class 11 contains 4494 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 166020 members 
Mstep: Class 16 contains 36759 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853432.000000 Penalty: 37823.148438
Iteration 207Q: 18 clusters Score -9.385343e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 72458 members 
Mstep: Class 3 contains 176446 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65883 members 
Mstep: Class 6 contains 46767 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174030 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 34625 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 166050 members 
Mstep: Class 16 contains 36777 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853376.000000 Penalty: 37823.148438
Iteration 208Q: 18 clusters Score -9.385338e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 72447 members 
Mstep: Class 3 contains 176446 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65876 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174015 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34624 members 
Mstep: Class 11 contains 4499 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 166062 members 
Mstep: Class 16 contains 36795 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48820 members 
Mstep: Class 20 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853440.000000 Penalty: 37823.148438
Iteration 209Q: 18 clusters Score -9.385344e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 72438 members 
Mstep: Class 3 contains 176445 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65867 members 
Mstep: Class 6 contains 46787 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 174003 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34623 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 14 contains 166077 members 
Mstep: Class 16 contains 36809 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48820 members 
Mstep: Class 20 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853480.000000 Penalty: 37823.148438
Iteration 210Q: 18 clusters Score -9.385348e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 72433 members 
Mstep: Class 3 contains 176446 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65863 members 
Mstep: Class 6 contains 46796 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173987 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34624 members 
Mstep: Class 11 contains 4501 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166091 members 
Mstep: Class 16 contains 36820 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853424.000000 Penalty: 37823.148438
Iteration 211Q: 18 clusters Score -9.385342e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 72424 members 
Mstep: Class 3 contains 176445 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65860 members 
Mstep: Class 6 contains 46810 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173971 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34625 members 
Mstep: Class 11 contains 4503 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166104 members 
Mstep: Class 16 contains 36836 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48817 members 
Mstep: Class 20 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853400.000000 Penalty: 37823.148438
Iteration 212Q: 18 clusters Score -9.38534e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 72424 members 
Mstep: Class 3 contains 176442 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65851 members 
Mstep: Class 6 contains 46822 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173958 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34623 members 
Mstep: Class 11 contains 4506 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166119 members 
Mstep: Class 16 contains 36846 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48815 members 
Mstep: Class 20 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853360.000000 Penalty: 37823.148438
Iteration 213Q: 18 clusters Score -9.385336e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 72412 members 
Mstep: Class 3 contains 176442 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65844 members 
Mstep: Class 6 contains 46824 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173958 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34623 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166133 members 
Mstep: Class 16 contains 36867 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48815 members 
Mstep: Class 20 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853392.000000 Penalty: 37823.148438
Iteration 214Q: 18 clusters Score -9.385339e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 72409 members 
Mstep: Class 3 contains 176437 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65833 members 
Mstep: Class 6 contains 46824 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173948 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34623 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166164 members 
Mstep: Class 16 contains 36885 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48812 members 
Mstep: Class 20 contains 3545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853416.000000 Penalty: 37823.148438
Iteration 215Q: 18 clusters Score -9.385342e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 72404 members 
Mstep: Class 3 contains 176438 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65825 members 
Mstep: Class 6 contains 46825 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173930 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 34621 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166190 members 
Mstep: Class 16 contains 36909 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48807 members 
Mstep: Class 20 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853432.000000 Penalty: 37823.148438
Iteration 216Q: 18 clusters Score -9.385343e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 72401 members 
Mstep: Class 3 contains 176436 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65819 members 
Mstep: Class 6 contains 46826 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173909 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 34619 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166215 members 
Mstep: Class 16 contains 36931 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48805 members 
Mstep: Class 20 contains 3540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853336.000000 Penalty: 37823.148438
Iteration 217Q: 18 clusters Score -9.385334e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 72391 members 
Mstep: Class 3 contains 176438 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65819 members 
Mstep: Class 6 contains 46828 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173874 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 34618 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166249 members 
Mstep: Class 16 contains 36965 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48801 members 
Mstep: Class 20 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853432.000000 Penalty: 37823.148438
Iteration 218Q: 18 clusters Score -9.385343e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 72388 members 
Mstep: Class 3 contains 176433 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65815 members 
Mstep: Class 6 contains 46834 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173855 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 34620 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166270 members 
Mstep: Class 16 contains 36989 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48802 members 
Mstep: Class 20 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853424.000000 Penalty: 37823.148438
Iteration 219Q: 18 clusters Score -9.385342e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 72385 members 
Mstep: Class 3 contains 176432 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65801 members 
Mstep: Class 6 contains 46842 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173827 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 10 contains 34623 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 14 contains 166300 members 
Mstep: Class 16 contains 37015 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48798 members 
Mstep: Class 20 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853408.000000 Penalty: 37823.148438
Iteration 220F: 18 clusters Score -9.385341e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 72379 members 
Mstep: Class 3 contains 176444 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65794 members 
Mstep: Class 6 contains 46848 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173790 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 10 contains 34625 members 
Mstep: Class 11 contains 4517 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 14 contains 166318 members 
Mstep: Class 16 contains 37032 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48796 members 
Mstep: Class 20 contains 3527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853488.000000 Penalty: 37823.148438
Iteration 221Q: 18 clusters Score -9.385349e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 72370 members 
Mstep: Class 3 contains 176449 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65784 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173775 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34628 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166335 members 
Mstep: Class 16 contains 37045 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48795 members 
Mstep: Class 20 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853368.000000 Penalty: 37823.148438
Iteration 222Q: 18 clusters Score -9.385337e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 72356 members 
Mstep: Class 3 contains 176464 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65779 members 
Mstep: Class 6 contains 46856 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173751 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34629 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166351 members 
Mstep: Class 16 contains 37064 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48794 members 
Mstep: Class 20 contains 3522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853392.000000 Penalty: 37823.148438
Iteration 223Q: 18 clusters Score -9.385339e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 72349 members 
Mstep: Class 3 contains 176468 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65775 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173741 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34627 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166370 members 
Mstep: Class 16 contains 37083 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48794 members 
Mstep: Class 20 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853576.000000 Penalty: 37823.148438
Iteration 224Q: 18 clusters Score -9.385358e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 72350 members 
Mstep: Class 3 contains 176470 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 65775 members 
Mstep: Class 6 contains 46865 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173735 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34627 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166380 members 
Mstep: Class 16 contains 37096 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48793 members 
Mstep: Class 20 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853616.000000 Penalty: 37823.148438
Iteration 225Q: 18 clusters Score -9.385362e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 72348 members 
Mstep: Class 3 contains 176474 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65775 members 
Mstep: Class 6 contains 46869 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173719 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34624 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166401 members 
Mstep: Class 16 contains 37111 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48790 members 
Mstep: Class 20 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853504.000000 Penalty: 37823.148438
Iteration 226Q: 18 clusters Score -9.38535e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 72344 members 
Mstep: Class 3 contains 176469 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65771 members 
Mstep: Class 6 contains 46876 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173711 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34625 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166419 members 
Mstep: Class 16 contains 37127 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48792 members 
Mstep: Class 20 contains 3500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853432.000000 Penalty: 37823.148438
Iteration 227Q: 18 clusters Score -9.385343e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 72344 members 
Mstep: Class 3 contains 176469 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65765 members 
Mstep: Class 6 contains 46884 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173691 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34627 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166438 members 
Mstep: Class 16 contains 37135 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48790 members 
Mstep: Class 20 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853440.000000 Penalty: 37823.148438
Iteration 228Q: 18 clusters Score -9.385344e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 72342 members 
Mstep: Class 3 contains 176474 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65756 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173681 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34626 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166450 members 
Mstep: Class 16 contains 37147 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48790 members 
Mstep: Class 20 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853592.000000 Penalty: 37823.148438
Iteration 229Q: 18 clusters Score -9.385359e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 72342 members 
Mstep: Class 3 contains 176473 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65752 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173672 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34626 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166467 members 
Mstep: Class 16 contains 37156 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48789 members 
Mstep: Class 20 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 230Q: 18 clusters Score -9.385363e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 72343 members 
Mstep: Class 3 contains 176470 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65747 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173667 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34626 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166482 members 
Mstep: Class 16 contains 37165 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48788 members 
Mstep: Class 20 contains 3479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 231Q: 18 clusters Score -9.385361e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 72345 members 
Mstep: Class 3 contains 176468 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65742 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173670 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34624 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166483 members 
Mstep: Class 16 contains 37175 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48789 members 
Mstep: Class 20 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853648.000000 Penalty: 37823.148438
Iteration 232Q: 18 clusters Score -9.385365e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 72343 members 
Mstep: Class 3 contains 176476 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65741 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173665 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34625 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166488 members 
Mstep: Class 16 contains 37184 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48789 members 
Mstep: Class 20 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853592.000000 Penalty: 37823.148438
Iteration 233Q: 18 clusters Score -9.385359e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 72340 members 
Mstep: Class 3 contains 176480 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173665 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34627 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166486 members 
Mstep: Class 16 contains 37195 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48792 members 
Mstep: Class 20 contains 3461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853600.000000 Penalty: 37823.148438
Iteration 234Q: 18 clusters Score -9.38536e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 72338 members 
Mstep: Class 3 contains 176484 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65741 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173654 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34627 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166497 members 
Mstep: Class 16 contains 37199 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48793 members 
Mstep: Class 20 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853656.000000 Penalty: 37823.148438
Iteration 235Q: 18 clusters Score -9.385366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 72334 members 
Mstep: Class 3 contains 176493 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65743 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173651 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34628 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166495 members 
Mstep: Class 16 contains 37201 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48793 members 
Mstep: Class 20 contains 3452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853656.000000 Penalty: 37823.148438
Iteration 236Q: 18 clusters Score -9.385366e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 72327 members 
Mstep: Class 3 contains 176501 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65743 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173649 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34628 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166497 members 
Mstep: Class 16 contains 37208 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48794 members 
Mstep: Class 20 contains 3447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853568.000000 Penalty: 37823.148438
Iteration 237Q: 18 clusters Score -9.385357e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 72318 members 
Mstep: Class 3 contains 176508 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65741 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173648 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34628 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166509 members 
Mstep: Class 16 contains 37216 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48794 members 
Mstep: Class 20 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853560.000000 Penalty: 37823.148438
Iteration 238Q: 18 clusters Score -9.385356e+07 nChanged 61
Entering ConstructFrom: 
Score: -93853560.000000 Penalty: 37823.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Entering Unmasked Estep 
Score: -369201.531250 Penalty: 1313.891602
	Iteration 0F: 2 clusters Score -369201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -366319.437500 Penalty: 2627.783203
	Iteration 0F: 3 clusters Score -366319.4 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -366970.125000 Penalty: 2627.783203
	Iteration 1F: 3 clusters Score -366970.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -367129.156250 Penalty: 2627.783203
	Iteration 2F: 3 clusters Score -367129.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -367210.593750 Penalty: 2627.783203
	Iteration 3Q: 3 clusters Score -367210.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -367257.937500 Penalty: 2627.783203
	Iteration 4Q: 3 clusters Score -367257.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -367283.031250 Penalty: 2627.783203
	Iteration 5Q: 3 clusters Score -367283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -367311.281250 Penalty: 2627.783203
	Iteration 6Q: 3 clusters Score -367311.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -367341.843750 Penalty: 2627.783203
	Iteration 7Q: 3 clusters Score -367341.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -367365.875000 Penalty: 2627.783203
	Iteration 8Q: 3 clusters Score -367365.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -367378.468750 Penalty: 2627.783203
	Iteration 9Q: 3 clusters Score -367378.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -367387.000000 Penalty: 2627.783203
	Iteration 10Q: 3 clusters Score -367387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -367395.156250 Penalty: 2627.783203
	Iteration 11Q: 3 clusters Score -367395.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -367403.812500 Penalty: 2627.783203
	Iteration 12Q: 3 clusters Score -367403.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -367409.437500 Penalty: 2627.783203
	Iteration 13Q: 3 clusters Score -367409.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -367413.968750 Penalty: 2627.783203
	Iteration 14Q: 3 clusters Score -367414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -367417.281250 Penalty: 2627.783203
	Iteration 15Q: 3 clusters Score -367417.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -367419.687500 Penalty: 2627.783203
	Iteration 16Q: 3 clusters Score -367419.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -367424.000000 Penalty: 2627.783203
	Iteration 17Q: 3 clusters Score -367424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -367425.218750 Penalty: 2627.783203
	Iteration 18Q: 3 clusters Score -367425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -367428.718750 Penalty: 2627.783203
	Iteration 19Q: 3 clusters Score -367428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -367430.812500 Penalty: 2627.783203
	Iteration 20F: 3 clusters Score -367430.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -367435.875000 Penalty: 2627.783203
	Iteration 21Q: 3 clusters Score -367435.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -367439.750000 Penalty: 2627.783203
	Iteration 22Q: 3 clusters Score -367439.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -367443.906250 Penalty: 2627.783203
	Iteration 23Q: 3 clusters Score -367443.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -367449.062500 Penalty: 2627.783203
	Iteration 24Q: 3 clusters Score -367449.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -367451.687500 Penalty: 2627.783203
	Iteration 25Q: 3 clusters Score -367451.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -367453.718750 Penalty: 2627.783203
	Iteration 26Q: 3 clusters Score -367453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -367455.656250 Penalty: 2627.783203
	Iteration 27Q: 3 clusters Score -367455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -367456.562500 Penalty: 2627.783203
	Iteration 28Q: 3 clusters Score -367456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -367456.281250 Penalty: 2627.783203
	Iteration 29Q: 3 clusters Score -367456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -367457.937500 Penalty: 2627.783203
	Iteration 30Q: 3 clusters Score -367457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -367460.187500 Penalty: 2627.783203
	Iteration 31Q: 3 clusters Score -367460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -367461.656250 Penalty: 2627.783203
	Iteration 32Q: 3 clusters Score -367461.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -367465.125000 Penalty: 2627.783203
	Iteration 33Q: 3 clusters Score -367465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -367469.125000 Penalty: 2627.783203
	Iteration 34Q: 3 clusters Score -367469.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -367471.093750 Penalty: 2627.783203
	Iteration 35Q: 3 clusters Score -367471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -367471.781250 Penalty: 2627.783203
	Iteration 36Q: 3 clusters Score -367471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -367473.468750 Penalty: 2627.783203
	Iteration 37Q: 3 clusters Score -367473.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -367473.906250 Penalty: 2627.783203
	Iteration 38Q: 3 clusters Score -367473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -367475.156250 Penalty: 2627.783203
	Iteration 39Q: 3 clusters Score -367475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -367475.968750 Penalty: 2627.783203
	Iteration 40F: 3 clusters Score -367476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -367476.281250 Penalty: 2627.783203
	Iteration 41Q: 3 clusters Score -367476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -367477.750000 Penalty: 2627.783203
	Iteration 42Q: 3 clusters Score -367477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -367479.718750 Penalty: 2627.783203
	Iteration 43Q: 3 clusters Score -367479.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -367481.156250 Penalty: 2627.783203
	Iteration 44Q: 3 clusters Score -367481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -367481.750000 Penalty: 2627.783203
	Iteration 45Q: 3 clusters Score -367481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -367482.812500 Penalty: 2627.783203
	Iteration 46Q: 3 clusters Score -367482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -367484.312500 Penalty: 2627.783203
	Iteration 47Q: 3 clusters Score -367484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -367485.843750 Penalty: 2627.783203
	Iteration 48Q: 3 clusters Score -367485.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -367488.343750 Penalty: 2627.783203
	Iteration 49Q: 3 clusters Score -367488.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -367491.062500 Penalty: 2627.783203
	Iteration 50Q: 3 clusters Score -367491.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -367494.218750 Penalty: 2627.783203
	Iteration 51Q: 3 clusters Score -367494.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -367497.406250 Penalty: 2627.783203
	Iteration 52Q: 3 clusters Score -367497.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -367499.000000 Penalty: 2627.783203
	Iteration 53Q: 3 clusters Score -367499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -367500.062500 Penalty: 2627.783203
	Iteration 54Q: 3 clusters Score -367500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -367500.562500 Penalty: 2627.783203
	Iteration 55Q: 3 clusters Score -367500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -367500.562500 Penalty: 2627.783203
	Iteration 56F: 3 clusters Score -367500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Entering Unmasked Estep 
Score: -7919599.500000 Penalty: 1818.177856
	Iteration 0F: 2 clusters Score -7919600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -7871319.500000 Penalty: 3636.355713
	Iteration 0F: 3 clusters Score -7871320 nChanged 34185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -7891774.000000 Penalty: 3636.355713
	Iteration 1F: 3 clusters Score -7891774 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7893004.500000 Penalty: 3636.355713
	Iteration 2Q: 3 clusters Score -7893004 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -7894721.000000 Penalty: 3636.355713
	Iteration 3F: 3 clusters Score -7894721 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -7897309.500000 Penalty: 3636.355713
	Iteration 4F: 3 clusters Score -7897310 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -7900923.500000 Penalty: 3636.355713
	Iteration 5F: 3 clusters Score -7900924 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -7905053.000000 Penalty: 3636.355713
	Iteration 6F: 3 clusters Score -7905053 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -7908873.000000 Penalty: 3636.355713
	Iteration 7F: 3 clusters Score -7908873 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -7910768.500000 Penalty: 3636.355713
	Iteration 8F: 3 clusters Score -7910768 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -7911376.500000 Penalty: 3636.355713
	Iteration 9Q: 3 clusters Score -7911376 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -7911597.000000 Penalty: 3636.355713
	Iteration 10Q: 3 clusters Score -7911597 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -7911760.000000 Penalty: 3636.355713
	Iteration 11Q: 3 clusters Score -7911760 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -7911923.500000 Penalty: 3636.355713
	Iteration 12Q: 3 clusters Score -7911924 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -7912011.000000 Penalty: 3636.355713
	Iteration 13Q: 3 clusters Score -7912011 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -7912136.000000 Penalty: 3636.355713
	Iteration 14Q: 3 clusters Score -7912136 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -7912259.000000 Penalty: 3636.355713
	Iteration 15Q: 3 clusters Score -7912259 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -7912385.000000 Penalty: 3636.355713
	Iteration 16Q: 3 clusters Score -7912385 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -7912538.000000 Penalty: 3636.355713
	Iteration 17Q: 3 clusters Score -7912538 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -7912628.500000 Penalty: 3636.355713
	Iteration 18Q: 3 clusters Score -7912628 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -7912763.500000 Penalty: 3636.355713
	Iteration 19Q: 3 clusters Score -7912764 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -7912871.000000 Penalty: 3636.355713
	Iteration 20F: 3 clusters Score -7912871 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -7912974.000000 Penalty: 3636.355713
	Iteration 21Q: 3 clusters Score -7912974 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -7913091.000000 Penalty: 3636.355713
	Iteration 22Q: 3 clusters Score -7913091 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -7913228.000000 Penalty: 3636.355713
	Iteration 23Q: 3 clusters Score -7913228 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -7913354.000000 Penalty: 3636.355713
	Iteration 24Q: 3 clusters Score -7913354 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -7913523.500000 Penalty: 3636.355713
	Iteration 25Q: 3 clusters Score -7913524 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -7913654.500000 Penalty: 3636.355713
	Iteration 26Q: 3 clusters Score -7913654 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -7913823.500000 Penalty: 3636.355713
	Iteration 27Q: 3 clusters Score -7913824 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -7914006.500000 Penalty: 3636.355713
	Iteration 28Q: 3 clusters Score -7914006 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -7914137.000000 Penalty: 3636.355713
	Iteration 29Q: 3 clusters Score -7914137 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -7914268.000000 Penalty: 3636.355713
	Iteration 30Q: 3 clusters Score -7914268 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -7914454.000000 Penalty: 3636.355713
	Iteration 31Q: 3 clusters Score -7914454 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -7914654.000000 Penalty: 3636.355713
	Iteration 32Q: 3 clusters Score -7914654 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -7914889.500000 Penalty: 3636.355713
	Iteration 33Q: 3 clusters Score -7914890 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -7915151.000000 Penalty: 3636.355713
	Iteration 34Q: 3 clusters Score -7915151 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -7915383.000000 Penalty: 3636.355713
	Iteration 35Q: 3 clusters Score -7915383 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -7915603.000000 Penalty: 3636.355713
	Iteration 36Q: 3 clusters Score -7915603 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -7915876.500000 Penalty: 3636.355713
	Iteration 37Q: 3 clusters Score -7915876 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -7916111.500000 Penalty: 3636.355713
	Iteration 38Q: 3 clusters Score -7916112 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -7916380.500000 Penalty: 3636.355713
	Iteration 39Q: 3 clusters Score -7916380 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 66949 members 
Entering Unmasked Estep 
Score: -7916646.000000 Penalty: 3636.355713
	Iteration 40F: 3 clusters Score -7916646 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -7916938.000000 Penalty: 3636.355713
	Iteration 41Q: 3 clusters Score -7916938 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -7917153.500000 Penalty: 3636.355713
	Iteration 42Q: 3 clusters Score -7917154 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -7917277.000000 Penalty: 3636.355713
	Iteration 43Q: 3 clusters Score -7917277 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -7917476.500000 Penalty: 3636.355713
	Iteration 44Q: 3 clusters Score -7917476 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -7917615.000000 Penalty: 3636.355713
	Iteration 45Q: 3 clusters Score -7917615 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -7917731.500000 Penalty: 3636.355713
	Iteration 46Q: 3 clusters Score -7917732 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -7917816.500000 Penalty: 3636.355713
	Iteration 47Q: 3 clusters Score -7917816 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -7917882.000000 Penalty: 3636.355713
	Iteration 48Q: 3 clusters Score -7917882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -7917939.500000 Penalty: 3636.355713
	Iteration 49Q: 3 clusters Score -7917940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -7917996.000000 Penalty: 3636.355713
	Iteration 50Q: 3 clusters Score -7917996 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -7918021.000000 Penalty: 3636.355713
	Iteration 51Q: 3 clusters Score -7918021 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -7918055.000000 Penalty: 3636.355713
	Iteration 52Q: 3 clusters Score -7918055 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -7918095.500000 Penalty: 3636.355713
	Iteration 53Q: 3 clusters Score -7918096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -7918125.500000 Penalty: 3636.355713
	Iteration 54Q: 3 clusters Score -7918126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -7918148.500000 Penalty: 3636.355713
	Iteration 55Q: 3 clusters Score -7918148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -7918159.500000 Penalty: 3636.355713
	Iteration 56Q: 3 clusters Score -7918160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -7918169.500000 Penalty: 3636.355713
	Iteration 57Q: 3 clusters Score -7918170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -7918172.500000 Penalty: 3636.355713
	Iteration 58Q: 3 clusters Score -7918172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -7918186.500000 Penalty: 3636.355713
	Iteration 59Q: 3 clusters Score -7918186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -7918202.500000 Penalty: 3636.355713
	Iteration 60F: 3 clusters Score -7918202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -7918211.000000 Penalty: 3636.355713
	Iteration 61Q: 3 clusters Score -7918211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -7918229.500000 Penalty: 3636.355713
	Iteration 62Q: 3 clusters Score -7918230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -7918226.500000 Penalty: 3636.355713
	Iteration 63Q: 3 clusters Score -7918226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -7918235.000000 Penalty: 3636.355713
	Iteration 64Q: 3 clusters Score -7918235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 70777 members 
Entering Unmasked Estep 
Score: -7918257.500000 Penalty: 3636.355713
	Iteration 65Q: 3 clusters Score -7918258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -7918250.500000 Penalty: 3636.355713
	Iteration 66Q: 3 clusters Score -7918250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -7918255.500000 Penalty: 3636.355713
	Iteration 67Q: 3 clusters Score -7918256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -7918265.500000 Penalty: 3636.355713
	Iteration 68Q: 3 clusters Score -7918266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -7918277.500000 Penalty: 3636.355713
	Iteration 69Q: 3 clusters Score -7918278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 70875 members 
Entering Unmasked Estep 
Score: -7918278.500000 Penalty: 3636.355713
	Iteration 70Q: 3 clusters Score -7918278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -7918286.000000 Penalty: 3636.355713
	Iteration 71Q: 3 clusters Score -7918286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -7918291.500000 Penalty: 3636.355713
	Iteration 72Q: 3 clusters Score -7918292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -7918291.500000 Penalty: 3636.355713
	Iteration 73Q: 3 clusters Score -7918292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -7918299.500000 Penalty: 3636.355713
	Iteration 74Q: 3 clusters Score -7918300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -7918304.500000 Penalty: 3636.355713
	Iteration 75Q: 3 clusters Score -7918304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -7918308.500000 Penalty: 3636.355713
	Iteration 76Q: 3 clusters Score -7918308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -7918298.500000 Penalty: 3636.355713
	Iteration 77Q: 3 clusters Score -7918298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -7918306.500000 Penalty: 3636.355713
	Iteration 78Q: 3 clusters Score -7918306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -7918308.000000 Penalty: 3636.355713
	Iteration 79Q: 3 clusters Score -7918308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -7918311.500000 Penalty: 3636.355713
	Iteration 80F: 3 clusters Score -7918312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -7918313.000000 Penalty: 3636.355713
	Iteration 81Q: 3 clusters Score -7918313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -7918322.000000 Penalty: 3636.355713
	Iteration 82Q: 3 clusters Score -7918322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -7918330.500000 Penalty: 3636.355713
	Iteration 83Q: 3 clusters Score -7918330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -7918324.500000 Penalty: 3636.355713
	Iteration 84Q: 3 clusters Score -7918324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -7918319.500000 Penalty: 3636.355713
	Iteration 85Q: 3 clusters Score -7918320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -7918314.500000 Penalty: 3636.355713
	Iteration 86Q: 3 clusters Score -7918314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -7918304.500000 Penalty: 3636.355713
	Iteration 87Q: 3 clusters Score -7918304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -7918312.500000 Penalty: 3636.355713
	Iteration 88Q: 3 clusters Score -7918312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -7918315.500000 Penalty: 3636.355713
	Iteration 89Q: 3 clusters Score -7918316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -7918312.000000 Penalty: 3636.355713
	Iteration 90Q: 3 clusters Score -7918312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -7918314.500000 Penalty: 3636.355713
	Iteration 91Q: 3 clusters Score -7918314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -7918309.000000 Penalty: 3636.355713
	Iteration 92Q: 3 clusters Score -7918309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -7918315.000000 Penalty: 3636.355713
	Iteration 93Q: 3 clusters Score -7918315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -7918323.500000 Penalty: 3636.355713
	Iteration 94Q: 3 clusters Score -7918324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -7918327.500000 Penalty: 3636.355713
	Iteration 95Q: 3 clusters Score -7918328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -7918328.500000 Penalty: 3636.355713
	Iteration 96Q: 3 clusters Score -7918328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -7918328.500000 Penalty: 3636.355713
	Iteration 97F: 3 clusters Score -7918328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176521 members 
Entering Unmasked Estep 
Score: -19132824.000000 Penalty: 1963.194214
	Iteration 0F: 2 clusters Score -1.913282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -19017698.000000 Penalty: 3926.388428
	Iteration 0F: 3 clusters Score -1.90177e+07 nChanged 85609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -19069344.000000 Penalty: 3926.388428
	Iteration 1F: 3 clusters Score -1.906934e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -19071140.000000 Penalty: 3926.388428
	Iteration 2Q: 3 clusters Score -1.907114e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -19073738.000000 Penalty: 3926.388428
	Iteration 3Q: 3 clusters Score -1.907374e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -19077358.000000 Penalty: 3926.388428
	Iteration 4Q: 3 clusters Score -1.907736e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -19082374.000000 Penalty: 3926.388428
	Iteration 5F: 3 clusters Score -1.908237e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -19089766.000000 Penalty: 3926.388428
	Iteration 6F: 3 clusters Score -1.908977e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95238 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -19098538.000000 Penalty: 3926.388428
	Iteration 7F: 3 clusters Score -1.909854e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -19105936.000000 Penalty: 3926.388428
	Iteration 8F: 3 clusters Score -1.910594e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -19109296.000000 Penalty: 3926.388428
	Iteration 9Q: 3 clusters Score -1.91093e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100135 members 
Mstep: Class 2 contains 76386 members 
Entering Unmasked Estep 
Score: -19110704.000000 Penalty: 3926.388428
	Iteration 10Q: 3 clusters Score -1.91107e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -19111260.000000 Penalty: 3926.388428
	Iteration 11Q: 3 clusters Score -1.911126e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -19111866.000000 Penalty: 3926.388428
	Iteration 12Q: 3 clusters Score -1.911187e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -19112442.000000 Penalty: 3926.388428
	Iteration 13Q: 3 clusters Score -1.911244e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -19112896.000000 Penalty: 3926.388428
	Iteration 14Q: 3 clusters Score -1.91129e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -19113246.000000 Penalty: 3926.388428
	Iteration 15Q: 3 clusters Score -1.911325e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104031 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -19113642.000000 Penalty: 3926.388428
	Iteration 16Q: 3 clusters Score -1.911364e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -19113888.000000 Penalty: 3926.388428
	Iteration 17Q: 3 clusters Score -1.911389e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -19114238.000000 Penalty: 3926.388428
	Iteration 18Q: 3 clusters Score -1.911424e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -19114436.000000 Penalty: 3926.388428
	Iteration 19Q: 3 clusters Score -1.911444e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -19114582.000000 Penalty: 3926.388428
	Iteration 20F: 3 clusters Score -1.911458e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -19114798.000000 Penalty: 3926.388428
	Iteration 21Q: 3 clusters Score -1.91148e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -19114868.000000 Penalty: 3926.388428
	Iteration 22Q: 3 clusters Score -1.911487e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -19115018.000000 Penalty: 3926.388428
	Iteration 23Q: 3 clusters Score -1.911502e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -19115046.000000 Penalty: 3926.388428
	Iteration 24Q: 3 clusters Score -1.911505e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -19115120.000000 Penalty: 3926.388428
	Iteration 25Q: 3 clusters Score -1.911512e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103583 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -19115244.000000 Penalty: 3926.388428
	Iteration 26Q: 3 clusters Score -1.911524e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -19115340.000000 Penalty: 3926.388428
	Iteration 27Q: 3 clusters Score -1.911534e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -19115346.000000 Penalty: 3926.388428
	Iteration 28Q: 3 clusters Score -1.911535e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -19115296.000000 Penalty: 3926.388428
	Iteration 29Q: 3 clusters Score -1.91153e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -19115250.000000 Penalty: 3926.388428
	Iteration 30Q: 3 clusters Score -1.911525e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -19115224.000000 Penalty: 3926.388428
	Iteration 31Q: 3 clusters Score -1.911522e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -19115144.000000 Penalty: 3926.388428
	Iteration 32Q: 3 clusters Score -1.911514e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -19115156.000000 Penalty: 3926.388428
	Iteration 33Q: 3 clusters Score -1.911516e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -19115120.000000 Penalty: 3926.388428
	Iteration 34Q: 3 clusters Score -1.911512e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -19115062.000000 Penalty: 3926.388428
	Iteration 35Q: 3 clusters Score -1.911506e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100062 members 
Mstep: Class 2 contains 76459 members 
Entering Unmasked Estep 
Score: -19115048.000000 Penalty: 3926.388428
	Iteration 36Q: 3 clusters Score -1.911505e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99725 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -19115050.000000 Penalty: 3926.388428
	Iteration 37Q: 3 clusters Score -1.911505e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99418 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -19115002.000000 Penalty: 3926.388428
	Iteration 38Q: 3 clusters Score -1.9115e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -19114998.000000 Penalty: 3926.388428
	Iteration 39Q: 3 clusters Score -1.9115e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -19114974.000000 Penalty: 3926.388428
	Iteration 40F: 3 clusters Score -1.911497e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -19115030.000000 Penalty: 3926.388428
	Iteration 41Q: 3 clusters Score -1.911503e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -19115058.000000 Penalty: 3926.388428
	Iteration 42Q: 3 clusters Score -1.911506e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -19115036.000000 Penalty: 3926.388428
	Iteration 43Q: 3 clusters Score -1.911504e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -19114992.000000 Penalty: 3926.388428
	Iteration 44Q: 3 clusters Score -1.911499e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -19115020.000000 Penalty: 3926.388428
	Iteration 45Q: 3 clusters Score -1.911502e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -19115000.000000 Penalty: 3926.388428
	Iteration 46Q: 3 clusters Score -1.9115e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -19114990.000000 Penalty: 3926.388428
	Iteration 47Q: 3 clusters Score -1.911499e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -19115014.000000 Penalty: 3926.388428
	Iteration 48Q: 3 clusters Score -1.911501e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -19115024.000000 Penalty: 3926.388428
	Iteration 49Q: 3 clusters Score -1.911502e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -19114992.000000 Penalty: 3926.388428
	Iteration 50Q: 3 clusters Score -1.911499e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -19114964.000000 Penalty: 3926.388428
	Iteration 51Q: 3 clusters Score -1.911496e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -19114958.000000 Penalty: 3926.388428
	Iteration 52Q: 3 clusters Score -1.911496e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -19114974.000000 Penalty: 3926.388428
	Iteration 53Q: 3 clusters Score -1.911497e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -19114974.000000 Penalty: 3926.388428
	Iteration 54Q: 3 clusters Score -1.911497e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -19114924.000000 Penalty: 3926.388428
	Iteration 55Q: 3 clusters Score -1.911492e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93523 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -19115028.000000 Penalty: 3926.388428
	Iteration 56Q: 3 clusters Score -1.911503e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -19114994.000000 Penalty: 3926.388428
	Iteration 57Q: 3 clusters Score -1.911499e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -19114966.000000 Penalty: 3926.388428
	Iteration 58Q: 3 clusters Score -1.911497e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -19114954.000000 Penalty: 3926.388428
	Iteration 59Q: 3 clusters Score -1.911495e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -19114956.000000 Penalty: 3926.388428
	Iteration 60F: 3 clusters Score -1.911496e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92156 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.911496e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -19114930.000000 Penalty: 3926.388428
	Iteration 62Q: 3 clusters Score -1.911493e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -19114940.000000 Penalty: 3926.388428
	Iteration 63Q: 3 clusters Score -1.911494e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -19114948.000000 Penalty: 3926.388428
	Iteration 64Q: 3 clusters Score -1.911495e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91360 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -19114968.000000 Penalty: 3926.388428
	Iteration 65Q: 3 clusters Score -1.911497e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -19114964.000000 Penalty: 3926.388428
	Iteration 66Q: 3 clusters Score -1.911496e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.911497e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -19114938.000000 Penalty: 3926.388428
	Iteration 68Q: 3 clusters Score -1.911494e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -19114906.000000 Penalty: 3926.388428
	Iteration 69Q: 3 clusters Score -1.911491e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -19114932.000000 Penalty: 3926.388428
	Iteration 70Q: 3 clusters Score -1.911493e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -19114946.000000 Penalty: 3926.388428
	Iteration 71Q: 3 clusters Score -1.911495e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -19114940.000000 Penalty: 3926.388428
	Iteration 72Q: 3 clusters Score -1.911494e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.911496e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 86702 members 
Entering Unmasked Estep 
Score: -19114960.000000 Penalty: 3926.388428
	Iteration 74Q: 3 clusters Score -1.911496e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -19114960.000000 Penalty: 3926.388428
	Iteration 75Q: 3 clusters Score -1.911496e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -19114962.000000 Penalty: 3926.388428
	Iteration 76Q: 3 clusters Score -1.911496e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -19114956.000000 Penalty: 3926.388428
	Iteration 77Q: 3 clusters Score -1.911496e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -19114948.000000 Penalty: 3926.388428
	Iteration 78Q: 3 clusters Score -1.911495e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -19114964.000000 Penalty: 3926.388428
	Iteration 79Q: 3 clusters Score -1.911496e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -19114988.000000 Penalty: 3926.388428
	Iteration 80F: 3 clusters Score -1.911499e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -19115020.000000 Penalty: 3926.388428
	Iteration 81Q: 3 clusters Score -1.911502e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -19115008.000000 Penalty: 3926.388428
	Iteration 82Q: 3 clusters Score -1.911501e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -19115000.000000 Penalty: 3926.388428
	Iteration 83Q: 3 clusters Score -1.9115e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -19115000.000000 Penalty: 3926.388428
	Iteration 84Q: 3 clusters Score -1.9115e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -19115052.000000 Penalty: 3926.388428
	Iteration 85Q: 3 clusters Score -1.911505e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -19115054.000000 Penalty: 3926.388428
	Iteration 86Q: 3 clusters Score -1.911505e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -19115040.000000 Penalty: 3926.388428
	Iteration 87Q: 3 clusters Score -1.911504e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -19115072.000000 Penalty: 3926.388428
	Iteration 88Q: 3 clusters Score -1.911507e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.911507e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -19115074.000000 Penalty: 3926.388428
	Iteration 90Q: 3 clusters Score -1.911507e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -19115058.000000 Penalty: 3926.388428
	Iteration 91Q: 3 clusters Score -1.911506e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87975 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -19115068.000000 Penalty: 3926.388428
	Iteration 92Q: 3 clusters Score -1.911507e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 88613 members 
Entering Unmasked Estep 
Score: -19115066.000000 Penalty: 3926.388428
	Iteration 93Q: 3 clusters Score -1.911507e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 88666 members 
Entering Unmasked Estep 
Score: -19115078.000000 Penalty: 3926.388428
	Iteration 94Q: 3 clusters Score -1.911508e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.911507e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87764 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.911507e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -19115102.000000 Penalty: 3926.388428
	Iteration 97Q: 3 clusters Score -1.91151e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -19115102.000000 Penalty: 3926.388428
	Iteration 98Q: 3 clusters Score -1.91151e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -19115094.000000 Penalty: 3926.388428
	Iteration 99Q: 3 clusters Score -1.911509e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -19115084.000000 Penalty: 3926.388428
	Iteration 100F: 3 clusters Score -1.911508e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -19115066.000000 Penalty: 3926.388428
	Iteration 101Q: 3 clusters Score -1.911507e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -19115052.000000 Penalty: 3926.388428
	Iteration 102Q: 3 clusters Score -1.911505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -19115060.000000 Penalty: 3926.388428
	Iteration 103Q: 3 clusters Score -1.911506e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -19115084.000000 Penalty: 3926.388428
	Iteration 104Q: 3 clusters Score -1.911508e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -19115070.000000 Penalty: 3926.388428
	Iteration 105Q: 3 clusters Score -1.911507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -19115050.000000 Penalty: 3926.388428
	Iteration 106Q: 3 clusters Score -1.911505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -19115036.000000 Penalty: 3926.388428
	Iteration 107Q: 3 clusters Score -1.911504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 89004 members 
Entering Unmasked Estep 
Score: -19115046.000000 Penalty: 3926.388428
	Iteration 108Q: 3 clusters Score -1.911505e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -19115040.000000 Penalty: 3926.388428
	Iteration 109Q: 3 clusters Score -1.911504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87490 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -19115042.000000 Penalty: 3926.388428
	Iteration 110Q: 3 clusters Score -1.911504e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -19115036.000000 Penalty: 3926.388428
	Iteration 111Q: 3 clusters Score -1.911504e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -19115012.000000 Penalty: 3926.388428
	Iteration 112Q: 3 clusters Score -1.911501e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 89064 members 
Entering Unmasked Estep 
Score: -19115040.000000 Penalty: 3926.388428
	Iteration 113Q: 3 clusters Score -1.911504e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -19115026.000000 Penalty: 3926.388428
	Iteration 114Q: 3 clusters Score -1.911503e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -19115018.000000 Penalty: 3926.388428
	Iteration 115Q: 3 clusters Score -1.911502e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -19115014.000000 Penalty: 3926.388428
	Iteration 116Q: 3 clusters Score -1.911501e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 89121 members 
Entering Unmasked Estep 
Score: -19115010.000000 Penalty: 3926.388428
	Iteration 117Q: 3 clusters Score -1.911501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -19115006.000000 Penalty: 3926.388428
	Iteration 118Q: 3 clusters Score -1.911501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -19115002.000000 Penalty: 3926.388428
	Iteration 119Q: 3 clusters Score -1.9115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -19114988.000000 Penalty: 3926.388428
	Iteration 120F: 3 clusters Score -1.911499e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -19114988.000000 Penalty: 3926.388428
	Iteration 121Q: 3 clusters Score -1.911499e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -19114992.000000 Penalty: 3926.388428
	Iteration 122Q: 3 clusters Score -1.911499e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -19114984.000000 Penalty: 3926.388428
	Iteration 123Q: 3 clusters Score -1.911498e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -19114988.000000 Penalty: 3926.388428
	Iteration 124Q: 3 clusters Score -1.911499e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -19114994.000000 Penalty: 3926.388428
	Iteration 125Q: 3 clusters Score -1.911499e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -19115008.000000 Penalty: 3926.388428
	Iteration 126Q: 3 clusters Score -1.911501e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -19115026.000000 Penalty: 3926.388428
	Iteration 127Q: 3 clusters Score -1.911503e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
Score: -19115028.000000 Penalty: 3926.388428
	Iteration 128Q: 3 clusters Score -1.911503e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -19115022.000000 Penalty: 3926.388428
	Iteration 129Q: 3 clusters Score -1.911502e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -19115040.000000 Penalty: 3926.388428
	Iteration 130Q: 3 clusters Score -1.911504e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -19115058.000000 Penalty: 3926.388428
	Iteration 131Q: 3 clusters Score -1.911506e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -19115044.000000 Penalty: 3926.388428
	Iteration 132Q: 3 clusters Score -1.911504e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -19115012.000000 Penalty: 3926.388428
	Iteration 133Q: 3 clusters Score -1.911501e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -19115020.000000 Penalty: 3926.388428
	Iteration 134Q: 3 clusters Score -1.911502e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -19114982.000000 Penalty: 3926.388428
	Iteration 135Q: 3 clusters Score -1.911498e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -19115000.000000 Penalty: 3926.388428
	Iteration 136Q: 3 clusters Score -1.9115e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -19115002.000000 Penalty: 3926.388428
	Iteration 137Q: 3 clusters Score -1.9115e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -19114990.000000 Penalty: 3926.388428
	Iteration 138Q: 3 clusters Score -1.911499e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -19115008.000000 Penalty: 3926.388428
	Iteration 139Q: 3 clusters Score -1.911501e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -19115006.000000 Penalty: 3926.388428
	Iteration 140F: 3 clusters Score -1.911501e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -19115008.000000 Penalty: 3926.388428
	Iteration 141Q: 3 clusters Score -1.911501e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -19115032.000000 Penalty: 3926.388428
	Iteration 142Q: 3 clusters Score -1.911503e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -19115050.000000 Penalty: 3926.388428
	Iteration 143Q: 3 clusters Score -1.911505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -19115030.000000 Penalty: 3926.388428
	Iteration 144Q: 3 clusters Score -1.911503e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -19115026.000000 Penalty: 3926.388428
	Iteration 145Q: 3 clusters Score -1.911503e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -19115044.000000 Penalty: 3926.388428
	Iteration 146Q: 3 clusters Score -1.911504e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -19115050.000000 Penalty: 3926.388428
	Iteration 147Q: 3 clusters Score -1.911505e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -19115042.000000 Penalty: 3926.388428
	Iteration 148Q: 3 clusters Score -1.911504e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -19115022.000000 Penalty: 3926.388428
	Iteration 149Q: 3 clusters Score -1.911502e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -19115038.000000 Penalty: 3926.388428
	Iteration 150Q: 3 clusters Score -1.911504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 89607 members 
Entering Unmasked Estep 
Score: -19115016.000000 Penalty: 3926.388428
	Iteration 151Q: 3 clusters Score -1.911502e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -19115020.000000 Penalty: 3926.388428
	Iteration 152Q: 3 clusters Score -1.911502e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -19115018.000000 Penalty: 3926.388428
	Iteration 153Q: 3 clusters Score -1.911502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -19115014.000000 Penalty: 3926.388428
	Iteration 154Q: 3 clusters Score -1.911501e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -19115052.000000 Penalty: 3926.388428
	Iteration 155Q: 3 clusters Score -1.911505e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -19115056.000000 Penalty: 3926.388428
	Iteration 156Q: 3 clusters Score -1.911506e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -19115060.000000 Penalty: 3926.388428
	Iteration 157Q: 3 clusters Score -1.911506e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -19115046.000000 Penalty: 3926.388428
	Iteration 158Q: 3 clusters Score -1.911505e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -19115060.000000 Penalty: 3926.388428
	Iteration 159Q: 3 clusters Score -1.911506e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86770 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -19115042.000000 Penalty: 3926.388428
	Iteration 160F: 3 clusters Score -1.911504e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -19115056.000000 Penalty: 3926.388428
	Iteration 161Q: 3 clusters Score -1.911506e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86776 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -19115066.000000 Penalty: 3926.388428
	Iteration 162Q: 3 clusters Score -1.911507e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86767 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -19115054.000000 Penalty: 3926.388428
	Iteration 163Q: 3 clusters Score -1.911505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 89765 members 
Entering Unmasked Estep 
Score: -19115050.000000 Penalty: 3926.388428
	Iteration 164Q: 3 clusters Score -1.911505e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -19115064.000000 Penalty: 3926.388428
	Iteration 165Q: 3 clusters Score -1.911506e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -19115060.000000 Penalty: 3926.388428
	Iteration 166Q: 3 clusters Score -1.911506e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -19115046.000000 Penalty: 3926.388428
	Iteration 167Q: 3 clusters Score -1.911505e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -19115070.000000 Penalty: 3926.388428
	Iteration 168Q: 3 clusters Score -1.911507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -19115090.000000 Penalty: 3926.388428
	Iteration 169Q: 3 clusters Score -1.911509e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -19115084.000000 Penalty: 3926.388428
	Iteration 170Q: 3 clusters Score -1.911508e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -19115096.000000 Penalty: 3926.388428
	Iteration 171Q: 3 clusters Score -1.91151e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 89944 members 
Entering Unmasked Estep 
Score: -19115094.000000 Penalty: 3926.388428
	Iteration 172Q: 3 clusters Score -1.911509e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -19115082.000000 Penalty: 3926.388428
	Iteration 173Q: 3 clusters Score -1.911508e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -19115056.000000 Penalty: 3926.388428
	Iteration 174Q: 3 clusters Score -1.911506e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 90018 members 
Entering Unmasked Estep 
Score: -19115044.000000 Penalty: 3926.388428
	Iteration 175Q: 3 clusters Score -1.911504e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -19115050.000000 Penalty: 3926.388428
	Iteration 176Q: 3 clusters Score -1.911505e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 90064 members 
Entering Unmasked Estep 
Score: -19115060.000000 Penalty: 3926.388428
	Iteration 177Q: 3 clusters Score -1.911506e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -19115066.000000 Penalty: 3926.388428
	Iteration 178Q: 3 clusters Score -1.911507e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -19115068.000000 Penalty: 3926.388428
	Iteration 179Q: 3 clusters Score -1.911507e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -19115050.000000 Penalty: 3926.388428
	Iteration 180F: 3 clusters Score -1.911505e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -19115058.000000 Penalty: 3926.388428
	Iteration 181Q: 3 clusters Score -1.911506e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -19115070.000000 Penalty: 3926.388428
	Iteration 182Q: 3 clusters Score -1.911507e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -19115078.000000 Penalty: 3926.388428
	Iteration 183Q: 3 clusters Score -1.911508e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86421 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -19115078.000000 Penalty: 3926.388428
	Iteration 184Q: 3 clusters Score -1.911508e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -19115094.000000 Penalty: 3926.388428
	Iteration 185Q: 3 clusters Score -1.911509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -19115108.000000 Penalty: 3926.388428
	Iteration 186Q: 3 clusters Score -1.911511e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -19115106.000000 Penalty: 3926.388428
	Iteration 187Q: 3 clusters Score -1.911511e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -19115124.000000 Penalty: 3926.388428
	Iteration 188Q: 3 clusters Score -1.911512e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -19115146.000000 Penalty: 3926.388428
	Iteration 189Q: 3 clusters Score -1.911515e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -19115176.000000 Penalty: 3926.388428
	Iteration 190Q: 3 clusters Score -1.911518e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 90307 members 
Entering Unmasked Estep 
Score: -19115196.000000 Penalty: 3926.388428
	Iteration 191Q: 3 clusters Score -1.91152e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -19115182.000000 Penalty: 3926.388428
	Iteration 192Q: 3 clusters Score -1.911518e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -19115180.000000 Penalty: 3926.388428
	Iteration 193Q: 3 clusters Score -1.911518e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 90380 members 
Entering Unmasked Estep 
Score: -19115178.000000 Penalty: 3926.388428
	Iteration 194Q: 3 clusters Score -1.911518e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -19115182.000000 Penalty: 3926.388428
	Iteration 195Q: 3 clusters Score -1.911518e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -19115204.000000 Penalty: 3926.388428
	Iteration 196Q: 3 clusters Score -1.91152e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -19115202.000000 Penalty: 3926.388428
	Iteration 197Q: 3 clusters Score -1.91152e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -19115214.000000 Penalty: 3926.388428
	Iteration 198Q: 3 clusters Score -1.911521e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -19115242.000000 Penalty: 3926.388428
	Iteration 199Q: 3 clusters Score -1.911524e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -19115216.000000 Penalty: 3926.388428
	Iteration 200F: 3 clusters Score -1.911522e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -19115168.000000 Penalty: 3926.388428
	Iteration 201Q: 3 clusters Score -1.911517e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -19115118.000000 Penalty: 3926.388428
	Iteration 202Q: 3 clusters Score -1.911512e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -19115134.000000 Penalty: 3926.388428
	Iteration 203Q: 3 clusters Score -1.911513e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 90888 members 
Entering Unmasked Estep 
Score: -19115114.000000 Penalty: 3926.388428
	Iteration 204Q: 3 clusters Score -1.911511e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -19115154.000000 Penalty: 3926.388428
	Iteration 205Q: 3 clusters Score -1.911515e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -19115178.000000 Penalty: 3926.388428
	Iteration 206Q: 3 clusters Score -1.911518e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -19115184.000000 Penalty: 3926.388428
	Iteration 207Q: 3 clusters Score -1.911518e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -19115164.000000 Penalty: 3926.388428
	Iteration 208Q: 3 clusters Score -1.911516e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -19115188.000000 Penalty: 3926.388428
	Iteration 209Q: 3 clusters Score -1.911519e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85307 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -19115170.000000 Penalty: 3926.388428
	Iteration 210Q: 3 clusters Score -1.911517e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -19115176.000000 Penalty: 3926.388428
	Iteration 211Q: 3 clusters Score -1.911518e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -19115164.000000 Penalty: 3926.388428
	Iteration 212Q: 3 clusters Score -1.911516e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -19115148.000000 Penalty: 3926.388428
	Iteration 213Q: 3 clusters Score -1.911515e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 91391 members 
Entering Unmasked Estep 
Score: -19115198.000000 Penalty: 3926.388428
	Iteration 214Q: 3 clusters Score -1.91152e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -19115216.000000 Penalty: 3926.388428
	Iteration 215Q: 3 clusters Score -1.911522e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -19115214.000000 Penalty: 3926.388428
	Iteration 216Q: 3 clusters Score -1.911521e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -19115192.000000 Penalty: 3926.388428
	Iteration 217Q: 3 clusters Score -1.911519e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -19115196.000000 Penalty: 3926.388428
	Iteration 218Q: 3 clusters Score -1.91152e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 91499 members 
Entering Unmasked Estep 
Score: -19115162.000000 Penalty: 3926.388428
	Iteration 219Q: 3 clusters Score -1.911516e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -19115162.000000 Penalty: 3926.388428
	Iteration 220F: 3 clusters Score -1.911516e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -19115160.000000 Penalty: 3926.388428
	Iteration 221Q: 3 clusters Score -1.911516e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -19115172.000000 Penalty: 3926.388428
	Iteration 222Q: 3 clusters Score -1.911517e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -19115160.000000 Penalty: 3926.388428
	Iteration 223Q: 3 clusters Score -1.911516e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -19115176.000000 Penalty: 3926.388428
	Iteration 224Q: 3 clusters Score -1.911518e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -19115214.000000 Penalty: 3926.388428
	Iteration 225Q: 3 clusters Score -1.911521e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -19115208.000000 Penalty: 3926.388428
	Iteration 226Q: 3 clusters Score -1.911521e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -19115194.000000 Penalty: 3926.388428
	Iteration 227Q: 3 clusters Score -1.911519e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84889 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -19115192.000000 Penalty: 3926.388428
	Iteration 228Q: 3 clusters Score -1.911519e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -19115210.000000 Penalty: 3926.388428
	Iteration 229Q: 3 clusters Score -1.911521e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -19115230.000000 Penalty: 3926.388428
	Iteration 230Q: 3 clusters Score -1.911523e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -19115250.000000 Penalty: 3926.388428
	Iteration 231Q: 3 clusters Score -1.911525e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 91644 members 
Entering Unmasked Estep 
Score: -19115266.000000 Penalty: 3926.388428
	Iteration 232Q: 3 clusters Score -1.911527e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -19115288.000000 Penalty: 3926.388428
	Iteration 233Q: 3 clusters Score -1.911529e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -19115298.000000 Penalty: 3926.388428
	Iteration 234Q: 3 clusters Score -1.91153e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -19115260.000000 Penalty: 3926.388428
	Iteration 235Q: 3 clusters Score -1.911526e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84898 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -19115250.000000 Penalty: 3926.388428
	Iteration 236Q: 3 clusters Score -1.911525e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -19115316.000000 Penalty: 3926.388428
	Iteration 237Q: 3 clusters Score -1.911532e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -19115328.000000 Penalty: 3926.388428
	Iteration 238Q: 3 clusters Score -1.911533e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -19115320.000000 Penalty: 3926.388428
	Iteration 239Q: 3 clusters Score -1.911532e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -19115360.000000 Penalty: 3926.388428
	Iteration 240F: 3 clusters Score -1.911536e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -19115304.000000 Penalty: 3926.388428
	Iteration 241Q: 3 clusters Score -1.91153e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84952 members 
Mstep: Class 2 contains 91569 members 
Entering Unmasked Estep 
Score: -19115350.000000 Penalty: 3926.388428
	Iteration 242Q: 3 clusters Score -1.911535e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -19115378.000000 Penalty: 3926.388428
	Iteration 243Q: 3 clusters Score -1.911538e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84992 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -19115356.000000 Penalty: 3926.388428
	Iteration 244Q: 3 clusters Score -1.911536e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -19115386.000000 Penalty: 3926.388428
	Iteration 245Q: 3 clusters Score -1.911539e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -19115364.000000 Penalty: 3926.388428
	Iteration 246Q: 3 clusters Score -1.911536e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -19115344.000000 Penalty: 3926.388428
	Iteration 247Q: 3 clusters Score -1.911534e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85115 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -19115352.000000 Penalty: 3926.388428
	Iteration 248Q: 3 clusters Score -1.911535e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -19115398.000000 Penalty: 3926.388428
	Iteration 249Q: 3 clusters Score -1.91154e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -19115390.000000 Penalty: 3926.388428
	Iteration 250Q: 3 clusters Score -1.911539e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -19115386.000000 Penalty: 3926.388428
	Iteration 251Q: 3 clusters Score -1.911539e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -19115416.000000 Penalty: 3926.388428
	Iteration 252Q: 3 clusters Score -1.911542e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -19115462.000000 Penalty: 3926.388428
	Iteration 253Q: 3 clusters Score -1.911546e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -19115464.000000 Penalty: 3926.388428
	Iteration 254Q: 3 clusters Score -1.911546e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -19115462.000000 Penalty: 3926.388428
	Iteration 255Q: 3 clusters Score -1.911546e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -19115534.000000 Penalty: 3926.388428
	Iteration 256Q: 3 clusters Score -1.911553e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -19115540.000000 Penalty: 3926.388428
	Iteration 257Q: 3 clusters Score -1.911554e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -19115538.000000 Penalty: 3926.388428
	Iteration 258Q: 3 clusters Score -1.911554e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -19115556.000000 Penalty: 3926.388428
	Iteration 259Q: 3 clusters Score -1.911556e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -19115580.000000 Penalty: 3926.388428
	Iteration 260F: 3 clusters Score -1.911558e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -19115600.000000 Penalty: 3926.388428
	Iteration 261Q: 3 clusters Score -1.91156e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -19115612.000000 Penalty: 3926.388428
	Iteration 262Q: 3 clusters Score -1.911561e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -19115638.000000 Penalty: 3926.388428
	Iteration 263Q: 3 clusters Score -1.911564e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -19115678.000000 Penalty: 3926.388428
	Iteration 264Q: 3 clusters Score -1.911568e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -19115724.000000 Penalty: 3926.388428
	Iteration 265Q: 3 clusters Score -1.911572e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85990 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -19115762.000000 Penalty: 3926.388428
	Iteration 266Q: 3 clusters Score -1.911576e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -19115746.000000 Penalty: 3926.388428
	Iteration 267Q: 3 clusters Score -1.911575e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 90447 members 
Entering Unmasked Estep 
Score: -19115762.000000 Penalty: 3926.388428
	Iteration 268Q: 3 clusters Score -1.911576e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -19115814.000000 Penalty: 3926.388428
	Iteration 269Q: 3 clusters Score -1.911581e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -19115842.000000 Penalty: 3926.388428
	Iteration 270Q: 3 clusters Score -1.911584e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -19115876.000000 Penalty: 3926.388428
	Iteration 271Q: 3 clusters Score -1.911588e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -19115940.000000 Penalty: 3926.388428
	Iteration 272Q: 3 clusters Score -1.911594e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -19115928.000000 Penalty: 3926.388428
	Iteration 273Q: 3 clusters Score -1.911593e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -19115890.000000 Penalty: 3926.388428
	Iteration 274Q: 3 clusters Score -1.911589e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -19115904.000000 Penalty: 3926.388428
	Iteration 275Q: 3 clusters Score -1.91159e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86385 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -19115930.000000 Penalty: 3926.388428
	Iteration 276Q: 3 clusters Score -1.911593e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -19115960.000000 Penalty: 3926.388428
	Iteration 277Q: 3 clusters Score -1.911596e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -19115944.000000 Penalty: 3926.388428
	Iteration 278Q: 3 clusters Score -1.911594e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -19115892.000000 Penalty: 3926.388428
	Iteration 279Q: 3 clusters Score -1.911589e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -19115904.000000 Penalty: 3926.388428
	Iteration 280F: 3 clusters Score -1.91159e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -19115924.000000 Penalty: 3926.388428
	Iteration 281Q: 3 clusters Score -1.911592e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -19115962.000000 Penalty: 3926.388428
	Iteration 282Q: 3 clusters Score -1.911596e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -19115992.000000 Penalty: 3926.388428
	Iteration 283Q: 3 clusters Score -1.911599e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 89942 members 
Entering Unmasked Estep 
Score: -19116014.000000 Penalty: 3926.388428
	Iteration 284Q: 3 clusters Score -1.911601e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -19116022.000000 Penalty: 3926.388428
	Iteration 285Q: 3 clusters Score -1.911602e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -19116010.000000 Penalty: 3926.388428
	Iteration 286Q: 3 clusters Score -1.911601e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -19115974.000000 Penalty: 3926.388428
	Iteration 287Q: 3 clusters Score -1.911597e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -19115950.000000 Penalty: 3926.388428
	Iteration 288Q: 3 clusters Score -1.911595e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -19115958.000000 Penalty: 3926.388428
	Iteration 289Q: 3 clusters Score -1.911596e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -19115938.000000 Penalty: 3926.388428
	Iteration 290Q: 3 clusters Score -1.911594e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -19115952.000000 Penalty: 3926.388428
	Iteration 291Q: 3 clusters Score -1.911595e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -19115950.000000 Penalty: 3926.388428
	Iteration 292Q: 3 clusters Score -1.911595e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -19115948.000000 Penalty: 3926.388428
	Iteration 293Q: 3 clusters Score -1.911595e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -19115976.000000 Penalty: 3926.388428
	Iteration 294Q: 3 clusters Score -1.911598e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -19115976.000000 Penalty: 3926.388428
	Iteration 295Q: 3 clusters Score -1.911598e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 89775 members 
Entering Unmasked Estep 
Score: -19115958.000000 Penalty: 3926.388428
	Iteration 296Q: 3 clusters Score -1.911596e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 89759 members 
Entering Unmasked Estep 
Score: -19115988.000000 Penalty: 3926.388428
	Iteration 297Q: 3 clusters Score -1.911599e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86776 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -19116024.000000 Penalty: 3926.388428
	Iteration 298Q: 3 clusters Score -1.911602e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -19116036.000000 Penalty: 3926.388428
	Iteration 299Q: 3 clusters Score -1.911604e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -19116042.000000 Penalty: 3926.388428
	Iteration 300F: 3 clusters Score -1.911604e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 89695 members 
Entering Unmasked Estep 
Score: -19116040.000000 Penalty: 3926.388428
	Iteration 301Q: 3 clusters Score -1.911604e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86840 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -19116046.000000 Penalty: 3926.388428
	Iteration 302Q: 3 clusters Score -1.911605e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -19116040.000000 Penalty: 3926.388428
	Iteration 303Q: 3 clusters Score -1.911604e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -19116040.000000 Penalty: 3926.388428
	Iteration 304Q: 3 clusters Score -1.911604e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -19116064.000000 Penalty: 3926.388428
	Iteration 305Q: 3 clusters Score -1.911606e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -19116056.000000 Penalty: 3926.388428
	Iteration 306Q: 3 clusters Score -1.911606e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -19116026.000000 Penalty: 3926.388428
	Iteration 307Q: 3 clusters Score -1.911603e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -19116044.000000 Penalty: 3926.388428
	Iteration 308Q: 3 clusters Score -1.911604e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -19116020.000000 Penalty: 3926.388428
	Iteration 309Q: 3 clusters Score -1.911602e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -19116016.000000 Penalty: 3926.388428
	Iteration 310Q: 3 clusters Score -1.911602e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -19116040.000000 Penalty: 3926.388428
	Iteration 311Q: 3 clusters Score -1.911604e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 89350 members 
Entering Unmasked Estep 
Score: -19116048.000000 Penalty: 3926.388428
	Iteration 312Q: 3 clusters Score -1.911605e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -19116050.000000 Penalty: 3926.388428
	Iteration 313Q: 3 clusters Score -1.911605e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -19116064.000000 Penalty: 3926.388428
	Iteration 314Q: 3 clusters Score -1.911606e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -19116102.000000 Penalty: 3926.388428
	Iteration 315Q: 3 clusters Score -1.91161e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -19116104.000000 Penalty: 3926.388428
	Iteration 316Q: 3 clusters Score -1.91161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -19116102.000000 Penalty: 3926.388428
	Iteration 317Q: 3 clusters Score -1.91161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 89243 members 
Entering Unmasked Estep 
Score: -19116106.000000 Penalty: 3926.388428
	Iteration 318Q: 3 clusters Score -1.911611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -19116092.000000 Penalty: 3926.388428
	Iteration 319Q: 3 clusters Score -1.911609e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -19116104.000000 Penalty: 3926.388428
	Iteration 320F: 3 clusters Score -1.91161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -19116084.000000 Penalty: 3926.388428
	Iteration 321Q: 3 clusters Score -1.911608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -19116096.000000 Penalty: 3926.388428
	Iteration 322Q: 3 clusters Score -1.91161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 89266 members 
Entering Unmasked Estep 
Score: -19116110.000000 Penalty: 3926.388428
	Iteration 323Q: 3 clusters Score -1.911611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 89284 members 
Entering Unmasked Estep 
Score: -19116144.000000 Penalty: 3926.388428
	Iteration 324Q: 3 clusters Score -1.911614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -19116138.000000 Penalty: 3926.388428
	Iteration 325Q: 3 clusters Score -1.911614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -19116128.000000 Penalty: 3926.388428
	Iteration 326Q: 3 clusters Score -1.911613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -19116116.000000 Penalty: 3926.388428
	Iteration 327Q: 3 clusters Score -1.911612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -19116110.000000 Penalty: 3926.388428
	Iteration 328Q: 3 clusters Score -1.911611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -19116102.000000 Penalty: 3926.388428
	Iteration 329Q: 3 clusters Score -1.91161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -19116108.000000 Penalty: 3926.388428
	Iteration 330Q: 3 clusters Score -1.911611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -19116114.000000 Penalty: 3926.388428
	Iteration 331Q: 3 clusters Score -1.911611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -19116116.000000 Penalty: 3926.388428
	Iteration 332Q: 3 clusters Score -1.911612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -19116136.000000 Penalty: 3926.388428
	Iteration 333Q: 3 clusters Score -1.911614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 89323 members 
Entering Unmasked Estep 
Score: -19116120.000000 Penalty: 3926.388428
	Iteration 334Q: 3 clusters Score -1.911612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 89332 members 
Entering Unmasked Estep 
Score: -19116118.000000 Penalty: 3926.388428
	Iteration 335Q: 3 clusters Score -1.911612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -19116124.000000 Penalty: 3926.388428
	Iteration 336Q: 3 clusters Score -1.911612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -19116120.000000 Penalty: 3926.388428
	Iteration 337Q: 3 clusters Score -1.911612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -19116124.000000 Penalty: 3926.388428
	Iteration 338Q: 3 clusters Score -1.911612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -19116132.000000 Penalty: 3926.388428
	Iteration 339Q: 3 clusters Score -1.911613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -19116134.000000 Penalty: 3926.388428
	Iteration 340F: 3 clusters Score -1.911613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -19116136.000000 Penalty: 3926.388428
	Iteration 341Q: 3 clusters Score -1.911614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 89370 members 
Entering Unmasked Estep 
Score: -19116124.000000 Penalty: 3926.388428
	Iteration 342Q: 3 clusters Score -1.911612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -19116136.000000 Penalty: 3926.388428
	Iteration 343Q: 3 clusters Score -1.911614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -19116142.000000 Penalty: 3926.388428
	Iteration 344Q: 3 clusters Score -1.911614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -19116130.000000 Penalty: 3926.388428
	Iteration 345Q: 3 clusters Score -1.911613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -19116124.000000 Penalty: 3926.388428
	Iteration 346Q: 3 clusters Score -1.911612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -19116122.000000 Penalty: 3926.388428
	Iteration 347Q: 3 clusters Score -1.911612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -19116134.000000 Penalty: 3926.388428
	Iteration 348Q: 3 clusters Score -1.911613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -19116140.000000 Penalty: 3926.388428
	Iteration 349Q: 3 clusters Score -1.911614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -19116154.000000 Penalty: 3926.388428
	Iteration 350Q: 3 clusters Score -1.911615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -19116150.000000 Penalty: 3926.388428
	Iteration 351Q: 3 clusters Score -1.911615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -19116150.000000 Penalty: 3926.388428
	Iteration 352F: 3 clusters Score -1.911615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Entering Unmasked Estep 
Score: -4346575.000000 Penalty: 1725.282593
	Iteration 0F: 2 clusters Score -4346575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -4319198.500000 Penalty: 3450.565186
	Iteration 0F: 3 clusters Score -4319198 nChanged 19019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4329774.500000 Penalty: 3450.565186
	Iteration 1F: 3 clusters Score -4329774 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4330175.500000 Penalty: 3450.565186
	Iteration 2Q: 3 clusters Score -4330176 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -4330599.000000 Penalty: 3450.565186
	Iteration 3Q: 3 clusters Score -4330599 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4331143.000000 Penalty: 3450.565186
	Iteration 4Q: 3 clusters Score -4331143 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -4331985.500000 Penalty: 3450.565186
	Iteration 5Q: 3 clusters Score -4331986 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4333338.500000 Penalty: 3450.565186
	Iteration 6F: 3 clusters Score -4333338 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4335530.000000 Penalty: 3450.565186
	Iteration 7F: 3 clusters Score -4335530 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4338446.000000 Penalty: 3450.565186
	Iteration 8F: 3 clusters Score -4338446 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4341517.000000 Penalty: 3450.565186
	Iteration 9F: 3 clusters Score -4341517 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4343563.500000 Penalty: 3450.565186
	Iteration 10F: 3 clusters Score -4343564 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4344563.500000 Penalty: 3450.565186
	Iteration 11Q: 3 clusters Score -4344564 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4344999.000000 Penalty: 3450.565186
	Iteration 12Q: 3 clusters Score -4344999 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -4345171.000000 Penalty: 3450.565186
	Iteration 13Q: 3 clusters Score -4345171 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -4345280.000000 Penalty: 3450.565186
	Iteration 14Q: 3 clusters Score -4345280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -4345333.500000 Penalty: 3450.565186
	Iteration 15Q: 3 clusters Score -4345334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4345362.000000 Penalty: 3450.565186
	Iteration 16Q: 3 clusters Score -4345362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4345377.000000 Penalty: 3450.565186
	Iteration 17Q: 3 clusters Score -4345377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -4345388.000000 Penalty: 3450.565186
	Iteration 18Q: 3 clusters Score -4345388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -4345402.500000 Penalty: 3450.565186
	Iteration 19Q: 3 clusters Score -4345402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -4345414.000000 Penalty: 3450.565186
	Iteration 20F: 3 clusters Score -4345414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -4345427.500000 Penalty: 3450.565186
	Iteration 21Q: 3 clusters Score -4345428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -4345432.000000 Penalty: 3450.565186
	Iteration 22Q: 3 clusters Score -4345432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -4345436.500000 Penalty: 3450.565186
	Iteration 23Q: 3 clusters Score -4345436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -4345442.000000 Penalty: 3450.565186
	Iteration 24Q: 3 clusters Score -4345442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -4345444.000000 Penalty: 3450.565186
	Iteration 25Q: 3 clusters Score -4345444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -4345448.000000 Penalty: 3450.565186
	Iteration 26Q: 3 clusters Score -4345448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4345448.500000 Penalty: 3450.565186
	Iteration 27Q: 3 clusters Score -4345448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -4345451.000000 Penalty: 3450.565186
	Iteration 28Q: 3 clusters Score -4345451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -4345451.000000 Penalty: 3450.565186
	Iteration 29Q: 3 clusters Score -4345451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -4345456.000000 Penalty: 3450.565186
	Iteration 30Q: 3 clusters Score -4345456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -4345457.500000 Penalty: 3450.565186
	Iteration 31Q: 3 clusters Score -4345458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -4345457.500000 Penalty: 3450.565186
	Iteration 32F: 3 clusters Score -4345458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Entering Unmasked Estep 
Score: -7191245.000000 Penalty: 1802.670410
	Iteration 0F: 2 clusters Score -7191245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -7147135.500000 Penalty: 3605.340820
	Iteration 0F: 3 clusters Score -7147136 nChanged 31136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -7165338.500000 Penalty: 3605.340820
	Iteration 1F: 3 clusters Score -7165338 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -7165961.000000 Penalty: 3605.340820
	Iteration 2Q: 3 clusters Score -7165961 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -7166913.500000 Penalty: 3605.340820
	Iteration 3Q: 3 clusters Score -7166914 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -7168436.000000 Penalty: 3605.340820
	Iteration 4Q: 3 clusters Score -7168436 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -7170907.000000 Penalty: 3605.340820
	Iteration 5F: 3 clusters Score -7170907 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -7174460.500000 Penalty: 3605.340820
	Iteration 6F: 3 clusters Score -7174460 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -7178669.000000 Penalty: 3605.340820
	Iteration 7F: 3 clusters Score -7178669 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -7182565.500000 Penalty: 3605.340820
	Iteration 8F: 3 clusters Score -7182566 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -7185259.500000 Penalty: 3605.340820
	Iteration 9Q: 3 clusters Score -7185260 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -7186694.500000 Penalty: 3605.340820
	Iteration 10Q: 3 clusters Score -7186694 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -7187420.000000 Penalty: 3605.340820
	Iteration 11Q: 3 clusters Score -7187420 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -7187898.500000 Penalty: 3605.340820
	Iteration 12Q: 3 clusters Score -7187898 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -7188217.500000 Penalty: 3605.340820
	Iteration 13Q: 3 clusters Score -7188218 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -7188483.000000 Penalty: 3605.340820
	Iteration 14Q: 3 clusters Score -7188483 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -7188701.000000 Penalty: 3605.340820
	Iteration 15Q: 3 clusters Score -7188701 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -7188868.000000 Penalty: 3605.340820
	Iteration 16Q: 3 clusters Score -7188868 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -7188973.500000 Penalty: 3605.340820
	Iteration 17Q: 3 clusters Score -7188974 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -7189065.500000 Penalty: 3605.340820
	Iteration 18Q: 3 clusters Score -7189066 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -7189174.500000 Penalty: 3605.340820
	Iteration 19Q: 3 clusters Score -7189174 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -7189288.500000 Penalty: 3605.340820
	Iteration 20F: 3 clusters Score -7189288 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -7189393.500000 Penalty: 3605.340820
	Iteration 21Q: 3 clusters Score -7189394 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -7189474.500000 Penalty: 3605.340820
	Iteration 22Q: 3 clusters Score -7189474 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -7189524.500000 Penalty: 3605.340820
	Iteration 23Q: 3 clusters Score -7189524 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -7189548.000000 Penalty: 3605.340820
	Iteration 24Q: 3 clusters Score -7189548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -7189588.000000 Penalty: 3605.340820
	Iteration 25Q: 3 clusters Score -7189588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -7189603.000000 Penalty: 3605.340820
	Iteration 26Q: 3 clusters Score -7189603 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -7189631.000000 Penalty: 3605.340820
	Iteration 27Q: 3 clusters Score -7189631 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -7189657.000000 Penalty: 3605.340820
	Iteration 28Q: 3 clusters Score -7189657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -7189684.500000 Penalty: 3605.340820
	Iteration 29Q: 3 clusters Score -7189684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -7189723.500000 Penalty: 3605.340820
	Iteration 30Q: 3 clusters Score -7189724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -7189759.000000 Penalty: 3605.340820
	Iteration 31Q: 3 clusters Score -7189759 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -7189771.500000 Penalty: 3605.340820
	Iteration 32Q: 3 clusters Score -7189772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -7189791.000000 Penalty: 3605.340820
	Iteration 33Q: 3 clusters Score -7189791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -7189803.500000 Penalty: 3605.340820
	Iteration 34Q: 3 clusters Score -7189804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -7189819.500000 Penalty: 3605.340820
	Iteration 35Q: 3 clusters Score -7189820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -7189851.500000 Penalty: 3605.340820
	Iteration 36Q: 3 clusters Score -7189852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -7189870.500000 Penalty: 3605.340820
	Iteration 37Q: 3 clusters Score -7189870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -7189878.000000 Penalty: 3605.340820
	Iteration 38Q: 3 clusters Score -7189878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -7189880.500000 Penalty: 3605.340820
	Iteration 39Q: 3 clusters Score -7189880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -7189885.000000 Penalty: 3605.340820
	Iteration 40F: 3 clusters Score -7189885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -7189899.000000 Penalty: 3605.340820
	Iteration 41Q: 3 clusters Score -7189899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -7189905.000000 Penalty: 3605.340820
	Iteration 42Q: 3 clusters Score -7189905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -7189906.000000 Penalty: 3605.340820
	Iteration 43Q: 3 clusters Score -7189906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -7189902.000000 Penalty: 3605.340820
	Iteration 44Q: 3 clusters Score -7189902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -7189912.000000 Penalty: 3605.340820
	Iteration 45Q: 3 clusters Score -7189912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -7189910.500000 Penalty: 3605.340820
	Iteration 46Q: 3 clusters Score -7189910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -7189911.500000 Penalty: 3605.340820
	Iteration 47Q: 3 clusters Score -7189912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -7189912.500000 Penalty: 3605.340820
	Iteration 48Q: 3 clusters Score -7189912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -7189920.500000 Penalty: 3605.340820
	Iteration 49Q: 3 clusters Score -7189920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -7189921.500000 Penalty: 3605.340820
	Iteration 50Q: 3 clusters Score -7189922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -7189912.000000 Penalty: 3605.340820
	Iteration 51Q: 3 clusters Score -7189912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -7189920.500000 Penalty: 3605.340820
	Iteration 52Q: 3 clusters Score -7189920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -7189927.500000 Penalty: 3605.340820
	Iteration 53Q: 3 clusters Score -7189928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -7189934.500000 Penalty: 3605.340820
	Iteration 54Q: 3 clusters Score -7189934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -7189940.500000 Penalty: 3605.340820
	Iteration 55Q: 3 clusters Score -7189940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -7189940.500000 Penalty: 3605.340820
	Iteration 56F: 3 clusters Score -7189940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Entering Unmasked Estep 
Score: -5153646.500000 Penalty: 1747.778442
	Iteration 0F: 2 clusters Score -5153646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5122482.000000 Penalty: 3495.556885
	Iteration 0F: 3 clusters Score -5122482 nChanged 21792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5134833.000000 Penalty: 3495.556885
	Iteration 1F: 3 clusters Score -5134833 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -5135444.000000 Penalty: 3495.556885
	Iteration 2Q: 3 clusters Score -5135444 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5136400.000000 Penalty: 3495.556885
	Iteration 3Q: 3 clusters Score -5136400 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -5137751.500000 Penalty: 3495.556885
	Iteration 4F: 3 clusters Score -5137752 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5139882.000000 Penalty: 3495.556885
	Iteration 5F: 3 clusters Score -5139882 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -5142929.500000 Penalty: 3495.556885
	Iteration 6F: 3 clusters Score -5142930 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -5145970.500000 Penalty: 3495.556885
	Iteration 7F: 3 clusters Score -5145970 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -5148373.000000 Penalty: 3495.556885
	Iteration 8F: 3 clusters Score -5148373 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -5149882.500000 Penalty: 3495.556885
	Iteration 9Q: 3 clusters Score -5149882 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5150740.000000 Penalty: 3495.556885
	Iteration 10Q: 3 clusters Score -5150740 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5151246.000000 Penalty: 3495.556885
	Iteration 11Q: 3 clusters Score -5151246 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5151558.500000 Penalty: 3495.556885
	Iteration 12Q: 3 clusters Score -5151558 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5151761.000000 Penalty: 3495.556885
	Iteration 13Q: 3 clusters Score -5151761 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5151879.000000 Penalty: 3495.556885
	Iteration 14Q: 3 clusters Score -5151879 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5151938.000000 Penalty: 3495.556885
	Iteration 15Q: 3 clusters Score -5151938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5151998.500000 Penalty: 3495.556885
	Iteration 16Q: 3 clusters Score -5151998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5152034.000000 Penalty: 3495.556885
	Iteration 17Q: 3 clusters Score -5152034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5152060.000000 Penalty: 3495.556885
	Iteration 18Q: 3 clusters Score -5152060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5152084.500000 Penalty: 3495.556885
	Iteration 19Q: 3 clusters Score -5152084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5152094.500000 Penalty: 3495.556885
	Iteration 20F: 3 clusters Score -5152094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5152112.500000 Penalty: 3495.556885
	Iteration 21Q: 3 clusters Score -5152112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5152125.000000 Penalty: 3495.556885
	Iteration 22Q: 3 clusters Score -5152125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5152140.000000 Penalty: 3495.556885
	Iteration 23Q: 3 clusters Score -5152140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5152145.500000 Penalty: 3495.556885
	Iteration 24Q: 3 clusters Score -5152146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5152158.500000 Penalty: 3495.556885
	Iteration 25Q: 3 clusters Score -5152158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5152161.000000 Penalty: 3495.556885
	Iteration 26Q: 3 clusters Score -5152161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5152160.000000 Penalty: 3495.556885
	Iteration 27Q: 3 clusters Score -5152160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5152157.000000 Penalty: 3495.556885
	Iteration 28Q: 3 clusters Score -5152157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5152159.500000 Penalty: 3495.556885
	Iteration 29Q: 3 clusters Score -5152160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5152159.500000 Penalty: 3495.556885
	Iteration 30F: 3 clusters Score -5152160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -70570.382812 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -70570.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69374.828125 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -69374.83 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69558.234375 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -69558.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69609.101562 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -69609.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69631.164062 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -69631.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69646.945312 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -69646.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69659.367188 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -69659.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69674.007812 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -69674.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69690.593750 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -69690.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69705.304688 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -69705.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69709.250000 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -69709.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69714.156250 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -69714.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69721.406250 Penalty: 2123.481201
	Iteration 11Q: 3 clusters Score -69721.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69722.273438 Penalty: 2123.481201
	Iteration 12Q: 3 clusters Score -69722.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69722.273438 Penalty: 2123.481201
	Iteration 13F: 3 clusters Score -69722.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (173647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173647 members 
Entering Unmasked Estep 
Score: -18796242.000000 Penalty: 1960.526733
	Iteration 0F: 2 clusters Score -1.879624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -18681040.000000 Penalty: 3921.053467
	Iteration 0F: 3 clusters Score -1.868104e+07 nChanged 83768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -18730548.000000 Penalty: 3921.053467
	Iteration 1F: 3 clusters Score -1.873055e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -18731254.000000 Penalty: 3921.053467
	Iteration 2Q: 3 clusters Score -1.873125e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -18731898.000000 Penalty: 3921.053467
	Iteration 3Q: 3 clusters Score -1.87319e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -18732674.000000 Penalty: 3921.053467
	Iteration 4Q: 3 clusters Score -1.873267e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -18733920.000000 Penalty: 3921.053467
	Iteration 5Q: 3 clusters Score -1.873392e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 101511 members 
Entering Unmasked Estep 
Score: -18736084.000000 Penalty: 3921.053467
	Iteration 6Q: 3 clusters Score -1.873608e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 109573 members 
Entering Unmasked Estep 
Score: -18740066.000000 Penalty: 3921.053467
	Iteration 7Q: 3 clusters Score -1.874007e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 120868 members 
Entering Unmasked Estep 
Score: -18747568.000000 Penalty: 3921.053467
	Iteration 8F: 3 clusters Score -1.874757e+07 nChanged 14654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 135434 members 
Entering Unmasked Estep 
Score: -18759286.000000 Penalty: 3921.053467
	Iteration 9F: 3 clusters Score -1.875929e+07 nChanged 15296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 150642 members 
Entering Unmasked Estep 
Score: -18773260.000000 Penalty: 3921.053467
	Iteration 10F: 3 clusters Score -1.877326e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 162396 members 
Entering Unmasked Estep 
Score: -18784468.000000 Penalty: 3921.053467
	Iteration 11F: 3 clusters Score -1.878447e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 168878 members 
Entering Unmasked Estep 
Score: -18790874.000000 Penalty: 3921.053467
	Iteration 12Q: 3 clusters Score -1.879087e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 171591 members 
Entering Unmasked Estep 
Score: -18793554.000000 Penalty: 3921.053467
	Iteration 13Q: 3 clusters Score -1.879355e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 172519 members 
Entering Unmasked Estep 
Score: -18794450.000000 Penalty: 3921.053467
	Iteration 14Q: 3 clusters Score -1.879445e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 172773 members 
Entering Unmasked Estep 
Score: -18794722.000000 Penalty: 3921.053467
	Iteration 15Q: 3 clusters Score -1.879472e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 172859 members 
Entering Unmasked Estep 
Score: -18794892.000000 Penalty: 3921.053467
	Iteration 16Q: 3 clusters Score -1.879489e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 172890 members 
Entering Unmasked Estep 
Score: -18794966.000000 Penalty: 3921.053467
	Iteration 17Q: 3 clusters Score -1.879497e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 172899 members 
Entering Unmasked Estep 
Score: -18795038.000000 Penalty: 3921.053467
	Iteration 18Q: 3 clusters Score -1.879504e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -18795068.000000 Penalty: 3921.053467
	Iteration 19Q: 3 clusters Score -1.879507e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 172907 members 
Entering Unmasked Estep 
Score: -18795122.000000 Penalty: 3921.053467
	Iteration 20F: 3 clusters Score -1.879512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 172892 members 
Entering Unmasked Estep 
Score: -18795182.000000 Penalty: 3921.053467
	Iteration 21Q: 3 clusters Score -1.879518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -18795204.000000 Penalty: 3921.053467
	Iteration 22Q: 3 clusters Score -1.87952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -18795242.000000 Penalty: 3921.053467
	Iteration 23Q: 3 clusters Score -1.879524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 172887 members 
Entering Unmasked Estep 
Score: -18795236.000000 Penalty: 3921.053467
	Iteration 24Q: 3 clusters Score -1.879524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 172888 members 
Entering Unmasked Estep 
Score: -18795226.000000 Penalty: 3921.053467
	Iteration 25Q: 3 clusters Score -1.879523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 172887 members 
Entering Unmasked Estep 
Score: -18795228.000000 Penalty: 3921.053467
	Iteration 26Q: 3 clusters Score -1.879523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 172882 members 
Entering Unmasked Estep 
Score: -18795256.000000 Penalty: 3921.053467
	Iteration 27Q: 3 clusters Score -1.879526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 172879 members 
Entering Unmasked Estep 
Score: -18795252.000000 Penalty: 3921.053467
	Iteration 28Q: 3 clusters Score -1.879525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -18795260.000000 Penalty: 3921.053467
	Iteration 29Q: 3 clusters Score -1.879526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -18795266.000000 Penalty: 3921.053467
	Iteration 30Q: 3 clusters Score -1.879527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 172876 members 
Entering Unmasked Estep 
Score: -18795272.000000 Penalty: 3921.053467
	Iteration 31Q: 3 clusters Score -1.879527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 172876 members 
Entering Unmasked Estep 
Score: -18795290.000000 Penalty: 3921.053467
	Iteration 32Q: 3 clusters Score -1.879529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 172874 members 
Entering Unmasked Estep 
Score: -18795286.000000 Penalty: 3921.053467
	Iteration 33Q: 3 clusters Score -1.879529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -18795278.000000 Penalty: 3921.053467
	Iteration 34Q: 3 clusters Score -1.879528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 172870 members 
Entering Unmasked Estep 
Score: -18795270.000000 Penalty: 3921.053467
	Iteration 35Q: 3 clusters Score -1.879527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -18795272.000000 Penalty: 3921.053467
	Iteration 36Q: 3 clusters Score -1.879527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -18795272.000000 Penalty: 3921.053467
	Iteration 37F: 3 clusters Score -1.879527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Entering Unmasked Estep 
Score: -561979.937500 Penalty: 1393.451294
	Iteration 0F: 2 clusters Score -561979.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -557845.000000 Penalty: 2786.902588
	Iteration 0F: 3 clusters Score -557845 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -558958.000000 Penalty: 2786.902588
	Iteration 1F: 3 clusters Score -558958 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -559127.562500 Penalty: 2786.902588
	Iteration 2F: 3 clusters Score -559127.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -559251.625000 Penalty: 2786.902588
	Iteration 3Q: 3 clusters Score -559251.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -559349.437500 Penalty: 2786.902588
	Iteration 4Q: 3 clusters Score -559349.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -559437.062500 Penalty: 2786.902588
	Iteration 5Q: 3 clusters Score -559437.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -559520.687500 Penalty: 2786.902588
	Iteration 6Q: 3 clusters Score -559520.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -559603.125000 Penalty: 2786.902588
	Iteration 7Q: 3 clusters Score -559603.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -559712.625000 Penalty: 2786.902588
	Iteration 8Q: 3 clusters Score -559712.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -559818.250000 Penalty: 2786.902588
	Iteration 9Q: 3 clusters Score -559818.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -559934.375000 Penalty: 2786.902588
	Iteration 10Q: 3 clusters Score -559934.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -560042.500000 Penalty: 2786.902588
	Iteration 11Q: 3 clusters Score -560042.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -560139.375000 Penalty: 2786.902588
	Iteration 12Q: 3 clusters Score -560139.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -560228.312500 Penalty: 2786.902588
	Iteration 13Q: 3 clusters Score -560228.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -560312.125000 Penalty: 2786.902588
	Iteration 14Q: 3 clusters Score -560312.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -560381.062500 Penalty: 2786.902588
	Iteration 15Q: 3 clusters Score -560381.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -560445.187500 Penalty: 2786.902588
	Iteration 16Q: 3 clusters Score -560445.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -560510.812500 Penalty: 2786.902588
	Iteration 17Q: 3 clusters Score -560510.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -560576.187500 Penalty: 2786.902588
	Iteration 18Q: 3 clusters Score -560576.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -560625.437500 Penalty: 2786.902588
	Iteration 19Q: 3 clusters Score -560625.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -560668.437500 Penalty: 2786.902588
	Iteration 20F: 3 clusters Score -560668.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -560701.875000 Penalty: 2786.902588
	Iteration 21Q: 3 clusters Score -560701.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -560735.562500 Penalty: 2786.902588
	Iteration 22Q: 3 clusters Score -560735.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -560759.000000 Penalty: 2786.902588
	Iteration 23Q: 3 clusters Score -560759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -560776.750000 Penalty: 2786.902588
	Iteration 24Q: 3 clusters Score -560776.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -560786.062500 Penalty: 2786.902588
	Iteration 25Q: 3 clusters Score -560786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -560790.500000 Penalty: 2786.902588
	Iteration 26Q: 3 clusters Score -560790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -560793.750000 Penalty: 2786.902588
	Iteration 27Q: 3 clusters Score -560793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -560795.437500 Penalty: 2786.902588
	Iteration 28Q: 3 clusters Score -560795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -560799.750000 Penalty: 2786.902588
	Iteration 29Q: 3 clusters Score -560799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -560805.625000 Penalty: 2786.902588
	Iteration 30Q: 3 clusters Score -560805.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -560815.750000 Penalty: 2786.902588
	Iteration 31Q: 3 clusters Score -560815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -560824.500000 Penalty: 2786.902588
	Iteration 32Q: 3 clusters Score -560824.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -560828.437500 Penalty: 2786.902588
	Iteration 33Q: 3 clusters Score -560828.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -560833.687500 Penalty: 2786.902588
	Iteration 34Q: 3 clusters Score -560833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -560835.625000 Penalty: 2786.902588
	Iteration 35Q: 3 clusters Score -560835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -560838.312500 Penalty: 2786.902588
	Iteration 36Q: 3 clusters Score -560838.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -560841.750000 Penalty: 2786.902588
	Iteration 37Q: 3 clusters Score -560841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -560844.437500 Penalty: 2786.902588
	Iteration 38Q: 3 clusters Score -560844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -560847.562500 Penalty: 2786.902588
	Iteration 39Q: 3 clusters Score -560847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -560849.937500 Penalty: 2786.902588
	Iteration 40F: 3 clusters Score -560849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -560852.000000 Penalty: 2786.902588
	Iteration 41Q: 3 clusters Score -560852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -560852.250000 Penalty: 2786.902588
	Iteration 42Q: 3 clusters Score -560852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -560852.937500 Penalty: 2786.902588
	Iteration 43Q: 3 clusters Score -560852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -560853.625000 Penalty: 2786.902588
	Iteration 44Q: 3 clusters Score -560853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -560853.625000 Penalty: 2786.902588
	Iteration 45F: 3 clusters Score -560853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Entering Unmasked Estep 
Score: -3801759.250000 Penalty: 1698.541382
	Iteration 0F: 2 clusters Score -3801759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3778446.000000 Penalty: 3397.082764
	Iteration 0F: 3 clusters Score -3778446 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3787502.750000 Penalty: 3397.082764
	Iteration 1F: 3 clusters Score -3787503 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3787952.250000 Penalty: 3397.082764
	Iteration 2Q: 3 clusters Score -3787952 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3788471.750000 Penalty: 3397.082764
	Iteration 3Q: 3 clusters Score -3788472 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3789118.250000 Penalty: 3397.082764
	Iteration 4Q: 3 clusters Score -3789118 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3789902.000000 Penalty: 3397.082764
	Iteration 5Q: 3 clusters Score -3789902 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3790871.250000 Penalty: 3397.082764
	Iteration 6F: 3 clusters Score -3790871 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3792111.750000 Penalty: 3397.082764
	Iteration 7F: 3 clusters Score -3792112 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3793573.500000 Penalty: 3397.082764
	Iteration 8F: 3 clusters Score -3793574 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3794862.000000 Penalty: 3397.082764
	Iteration 9F: 3 clusters Score -3794862 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3795633.000000 Penalty: 3397.082764
	Iteration 10Q: 3 clusters Score -3795633 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3796014.500000 Penalty: 3397.082764
	Iteration 11Q: 3 clusters Score -3796014 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3796215.000000 Penalty: 3397.082764
	Iteration 12Q: 3 clusters Score -3796215 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3796378.000000 Penalty: 3397.082764
	Iteration 13Q: 3 clusters Score -3796378 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3796535.000000 Penalty: 3397.082764
	Iteration 14Q: 3 clusters Score -3796535 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3796678.750000 Penalty: 3397.082764
	Iteration 15Q: 3 clusters Score -3796679 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3796834.500000 Penalty: 3397.082764
	Iteration 16Q: 3 clusters Score -3796834 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3796980.250000 Penalty: 3397.082764
	Iteration 17Q: 3 clusters Score -3796980 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3797098.500000 Penalty: 3397.082764
	Iteration 18Q: 3 clusters Score -3797098 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3797237.250000 Penalty: 3397.082764
	Iteration 19Q: 3 clusters Score -3797237 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3797372.250000 Penalty: 3397.082764
	Iteration 20F: 3 clusters Score -3797372 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3797519.500000 Penalty: 3397.082764
	Iteration 21Q: 3 clusters Score -3797520 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3797636.000000 Penalty: 3397.082764
	Iteration 22Q: 3 clusters Score -3797636 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3797761.250000 Penalty: 3397.082764
	Iteration 23Q: 3 clusters Score -3797761 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3797850.500000 Penalty: 3397.082764
	Iteration 24Q: 3 clusters Score -3797850 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3797961.250000 Penalty: 3397.082764
	Iteration 25Q: 3 clusters Score -3797961 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3798041.750000 Penalty: 3397.082764
	Iteration 26Q: 3 clusters Score -3798042 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3798139.500000 Penalty: 3397.082764
	Iteration 27Q: 3 clusters Score -3798140 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3798211.500000 Penalty: 3397.082764
	Iteration 28Q: 3 clusters Score -3798212 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3798285.000000 Penalty: 3397.082764
	Iteration 29Q: 3 clusters Score -3798285 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3798354.000000 Penalty: 3397.082764
	Iteration 30Q: 3 clusters Score -3798354 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3798426.500000 Penalty: 3397.082764
	Iteration 31Q: 3 clusters Score -3798426 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3798518.750000 Penalty: 3397.082764
	Iteration 32Q: 3 clusters Score -3798519 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3798606.250000 Penalty: 3397.082764
	Iteration 33Q: 3 clusters Score -3798606 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3798686.000000 Penalty: 3397.082764
	Iteration 34Q: 3 clusters Score -3798686 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3798770.250000 Penalty: 3397.082764
	Iteration 35Q: 3 clusters Score -3798770 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3798836.750000 Penalty: 3397.082764
	Iteration 36Q: 3 clusters Score -3798837 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3798915.750000 Penalty: 3397.082764
	Iteration 37Q: 3 clusters Score -3798916 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3798999.250000 Penalty: 3397.082764
	Iteration 38Q: 3 clusters Score -3798999 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3799083.500000 Penalty: 3397.082764
	Iteration 39Q: 3 clusters Score -3799084 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3799186.000000 Penalty: 3397.082764
	Iteration 40F: 3 clusters Score -3799186 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -3799271.750000 Penalty: 3397.082764
	Iteration 41Q: 3 clusters Score -3799272 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3799343.750000 Penalty: 3397.082764
	Iteration 42Q: 3 clusters Score -3799344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3799402.000000 Penalty: 3397.082764
	Iteration 43Q: 3 clusters Score -3799402 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3799479.500000 Penalty: 3397.082764
	Iteration 44Q: 3 clusters Score -3799480 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3799557.250000 Penalty: 3397.082764
	Iteration 45Q: 3 clusters Score -3799557 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -3799610.500000 Penalty: 3397.082764
	Iteration 46Q: 3 clusters Score -3799610 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -3799679.250000 Penalty: 3397.082764
	Iteration 47Q: 3 clusters Score -3799679 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -3799748.250000 Penalty: 3397.082764
	Iteration 48Q: 3 clusters Score -3799748 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3799811.750000 Penalty: 3397.082764
	Iteration 49Q: 3 clusters Score -3799812 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -3799870.500000 Penalty: 3397.082764
	Iteration 50Q: 3 clusters Score -3799870 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3799910.750000 Penalty: 3397.082764
	Iteration 51Q: 3 clusters Score -3799911 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3799966.500000 Penalty: 3397.082764
	Iteration 52Q: 3 clusters Score -3799966 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -3800009.750000 Penalty: 3397.082764
	Iteration 53Q: 3 clusters Score -3800010 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3800044.000000 Penalty: 3397.082764
	Iteration 54Q: 3 clusters Score -3800044 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -3800073.000000 Penalty: 3397.082764
	Iteration 55Q: 3 clusters Score -3800073 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3800107.500000 Penalty: 3397.082764
	Iteration 56Q: 3 clusters Score -3800108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3800140.000000 Penalty: 3397.082764
	Iteration 57Q: 3 clusters Score -3800140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -3800167.750000 Penalty: 3397.082764
	Iteration 58Q: 3 clusters Score -3800168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -3800188.500000 Penalty: 3397.082764
	Iteration 59Q: 3 clusters Score -3800188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -3800204.750000 Penalty: 3397.082764
	Iteration 60F: 3 clusters Score -3800205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -3800232.250000 Penalty: 3397.082764
	Iteration 61Q: 3 clusters Score -3800232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -3800235.250000 Penalty: 3397.082764
	Iteration 62Q: 3 clusters Score -3800235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3800252.500000 Penalty: 3397.082764
	Iteration 63Q: 3 clusters Score -3800252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -3800255.750000 Penalty: 3397.082764
	Iteration 64Q: 3 clusters Score -3800256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -3800257.250000 Penalty: 3397.082764
	Iteration 65Q: 3 clusters Score -3800257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -3800258.250000 Penalty: 3397.082764
	Iteration 66Q: 3 clusters Score -3800258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3800260.250000 Penalty: 3397.082764
	Iteration 67Q: 3 clusters Score -3800260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -3800259.500000 Penalty: 3397.082764
	Iteration 68Q: 3 clusters Score -3800260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -3800259.250000 Penalty: 3397.082764
	Iteration 69Q: 3 clusters Score -3800259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -3800268.250000 Penalty: 3397.082764
	Iteration 70Q: 3 clusters Score -3800268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -3800270.250000 Penalty: 3397.082764
	Iteration 71Q: 3 clusters Score -3800270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -3800264.750000 Penalty: 3397.082764
	Iteration 72Q: 3 clusters Score -3800265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -3800270.750000 Penalty: 3397.082764
	Iteration 73Q: 3 clusters Score -3800271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -3800271.500000 Penalty: 3397.082764
	Iteration 74Q: 3 clusters Score -3800272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -3800273.250000 Penalty: 3397.082764
	Iteration 75Q: 3 clusters Score -3800273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -3800275.250000 Penalty: 3397.082764
	Iteration 76Q: 3 clusters Score -3800275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -3800274.000000 Penalty: 3397.082764
	Iteration 77Q: 3 clusters Score -3800274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3800267.250000 Penalty: 3397.082764
	Iteration 78Q: 3 clusters Score -3800267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -3800266.000000 Penalty: 3397.082764
	Iteration 79Q: 3 clusters Score -3800266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -3800264.000000 Penalty: 3397.082764
	Iteration 80F: 3 clusters Score -3800264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -3800269.500000 Penalty: 3397.082764
	Iteration 81Q: 3 clusters Score -3800270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -3800266.500000 Penalty: 3397.082764
	Iteration 82Q: 3 clusters Score -3800266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -3800269.500000 Penalty: 3397.082764
	Iteration 83Q: 3 clusters Score -3800270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -3800269.500000 Penalty: 3397.082764
	Iteration 84F: 3 clusters Score -3800270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Entering Unmasked Estep 
Score: -462525.218750 Penalty: 1367.823120
	Iteration 0F: 2 clusters Score -462525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -458924.437500 Penalty: 2735.646240
	Iteration 0F: 3 clusters Score -458924.4 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -460192.750000 Penalty: 2735.646240
	Iteration 1F: 3 clusters Score -460192.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -460641.562500 Penalty: 2735.646240
	Iteration 2F: 3 clusters Score -460641.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -461038.500000 Penalty: 2735.646240
	Iteration 3F: 3 clusters Score -461038.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -461378.093750 Penalty: 2735.646240
	Iteration 4F: 3 clusters Score -461378.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -461645.000000 Penalty: 2735.646240
	Iteration 5F: 3 clusters Score -461645 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -461831.000000 Penalty: 2735.646240
	Iteration 6F: 3 clusters Score -461831 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -461941.656250 Penalty: 2735.646240
	Iteration 7Q: 3 clusters Score -461941.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -462022.781250 Penalty: 2735.646240
	Iteration 8Q: 3 clusters Score -462022.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -462079.968750 Penalty: 2735.646240
	Iteration 9Q: 3 clusters Score -462080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -462119.125000 Penalty: 2735.646240
	Iteration 10Q: 3 clusters Score -462119.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -462147.812500 Penalty: 2735.646240
	Iteration 11Q: 3 clusters Score -462147.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -462170.906250 Penalty: 2735.646240
	Iteration 12Q: 3 clusters Score -462170.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -462187.593750 Penalty: 2735.646240
	Iteration 13Q: 3 clusters Score -462187.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -462202.406250 Penalty: 2735.646240
	Iteration 14Q: 3 clusters Score -462202.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -462214.156250 Penalty: 2735.646240
	Iteration 15Q: 3 clusters Score -462214.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -462218.750000 Penalty: 2735.646240
	Iteration 16Q: 3 clusters Score -462218.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -462224.062500 Penalty: 2735.646240
	Iteration 17Q: 3 clusters Score -462224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -462226.593750 Penalty: 2735.646240
	Iteration 18Q: 3 clusters Score -462226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -462229.312500 Penalty: 2735.646240
	Iteration 19Q: 3 clusters Score -462229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -462231.031250 Penalty: 2735.646240
	Iteration 20F: 3 clusters Score -462231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -462232.781250 Penalty: 2735.646240
	Iteration 21Q: 3 clusters Score -462232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -462234.156250 Penalty: 2735.646240
	Iteration 22Q: 3 clusters Score -462234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -462238.406250 Penalty: 2735.646240
	Iteration 23Q: 3 clusters Score -462238.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -462241.562500 Penalty: 2735.646240
	Iteration 24Q: 3 clusters Score -462241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -462243.968750 Penalty: 2735.646240
	Iteration 25Q: 3 clusters Score -462244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -462245.656250 Penalty: 2735.646240
	Iteration 26Q: 3 clusters Score -462245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -462246.562500 Penalty: 2735.646240
	Iteration 27Q: 3 clusters Score -462246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -462247.625000 Penalty: 2735.646240
	Iteration 28Q: 3 clusters Score -462247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -462248.718750 Penalty: 2735.646240
	Iteration 29Q: 3 clusters Score -462248.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -462249.968750 Penalty: 2735.646240
	Iteration 30Q: 3 clusters Score -462250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -462250.531250 Penalty: 2735.646240
	Iteration 31Q: 3 clusters Score -462250.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -462251.250000 Penalty: 2735.646240
	Iteration 32Q: 3 clusters Score -462251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -462250.937500 Penalty: 2735.646240
	Iteration 33Q: 3 clusters Score -462250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -462251.781250 Penalty: 2735.646240
	Iteration 34Q: 3 clusters Score -462251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -462252.343750 Penalty: 2735.646240
	Iteration 35Q: 3 clusters Score -462252.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -462254.500000 Penalty: 2735.646240
	Iteration 36Q: 3 clusters Score -462254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -462255.093750 Penalty: 2735.646240
	Iteration 37Q: 3 clusters Score -462255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -462257.406250 Penalty: 2735.646240
	Iteration 38Q: 3 clusters Score -462257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -462258.406250 Penalty: 2735.646240
	Iteration 39Q: 3 clusters Score -462258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -462258.343750 Penalty: 2735.646240
	Iteration 40F: 3 clusters Score -462258.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -291622.468750 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -291622.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -289007.656250 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -289007.7 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -289692.312500 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -289692.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -289945.156250 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -289945.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -290206.437500 Penalty: 2581.729492
	Iteration 3F: 3 clusters Score -290206.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -290449.281250 Penalty: 2581.729492
	Iteration 4F: 3 clusters Score -290449.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -290705.531250 Penalty: 2581.729492
	Iteration 5F: 3 clusters Score -290705.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -290886.500000 Penalty: 2581.729492
	Iteration 6F: 3 clusters Score -290886.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -290986.437500 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -290986.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -291046.031250 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -291046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -291095.375000 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -291095.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -291136.750000 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -291136.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -291193.750000 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -291193.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -291288.218750 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -291288.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -291401.468750 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -291401.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -291523.406250 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -291523.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -291578.125000 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -291578.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -291610.312500 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -291610.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -291631.906250 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -291631.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -291661.062500 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -291661.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -291701.281250 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -291701.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -291728.281250 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -291728.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -291747.625000 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -291747.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -291757.750000 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -291757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -291760.156250 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -291760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -291761.437500 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -291761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -291761.625000 Penalty: 2581.729492
	Iteration 25Q: 3 clusters Score -291761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -291762.375000 Penalty: 2581.729492
	Iteration 26Q: 3 clusters Score -291762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -291762.718750 Penalty: 2581.729492
	Iteration 27Q: 3 clusters Score -291762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -291762.718750 Penalty: 2581.729492
	Iteration 28F: 3 clusters Score -291762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 72315 members 
Mstep: Class 3 contains 176521 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65733 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173647 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34633 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 854 members 
Mstep: Class 13 contains 1964 members 
Mstep: Class 14 contains 166514 members 
Mstep: Class 16 contains 37223 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48795 members 
Mstep: Class 20 contains 3428 members 
Entering Unmasked Estep 
Score: -93852840.000000 Penalty: 40048.039062
Splitting cluster 12 changes total score from -93853560.000000 to -93852840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (166514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166514 members 
Entering Unmasked Estep 
Score: -18059270.000000 Penalty: 1953.710693
	Iteration 0F: 2 clusters Score -1.805927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -17947834.000000 Penalty: 3907.421387
	Iteration 0F: 3 clusters Score -1.794783e+07 nChanged 80647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 76239 members 
Entering Unmasked Estep 
Score: -17995682.000000 Penalty: 3907.421387
	Iteration 1F: 3 clusters Score -1.799568e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -17996904.000000 Penalty: 3907.421387
	Iteration 2Q: 3 clusters Score -1.79969e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -17999448.000000 Penalty: 3907.421387
	Iteration 3Q: 3 clusters Score -1.799945e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -18004494.000000 Penalty: 3907.421387
	Iteration 4F: 3 clusters Score -1.800449e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123333 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -18014176.000000 Penalty: 3907.421387
	Iteration 5F: 3 clusters Score -1.801418e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139534 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -18029492.000000 Penalty: 3907.421387
	Iteration 6F: 3 clusters Score -1.802949e+07 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -18044924.000000 Penalty: 3907.421387
	Iteration 7F: 3 clusters Score -1.804492e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162806 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -18053676.000000 Penalty: 3907.421387
	Iteration 8F: 3 clusters Score -1.805368e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165655 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -18056566.000000 Penalty: 3907.421387
	Iteration 9Q: 3 clusters Score -1.805657e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18057186.000000 Penalty: 3907.421387
	Iteration 10Q: 3 clusters Score -1.805719e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166403 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18057376.000000 Penalty: 3907.421387
	Iteration 11Q: 3 clusters Score -1.805738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18057424.000000 Penalty: 3907.421387
	Iteration 12Q: 3 clusters Score -1.805742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18057436.000000 Penalty: 3907.421387
	Iteration 13Q: 3 clusters Score -1.805744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166425 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18057434.000000 Penalty: 3907.421387
	Iteration 14Q: 3 clusters Score -1.805743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18057454.000000 Penalty: 3907.421387
	Iteration 15Q: 3 clusters Score -1.805745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166425 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18057454.000000 Penalty: 3907.421387
	Iteration 16Q: 3 clusters Score -1.805745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18057460.000000 Penalty: 3907.421387
	Iteration 17Q: 3 clusters Score -1.805746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166428 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18057464.000000 Penalty: 3907.421387
	Iteration 18Q: 3 clusters Score -1.805746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18057476.000000 Penalty: 3907.421387
	Iteration 19Q: 3 clusters Score -1.805748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18057480.000000 Penalty: 3907.421387
	Iteration 20F: 3 clusters Score -1.805748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166435 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18057498.000000 Penalty: 3907.421387
	Iteration 21Q: 3 clusters Score -1.80575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166436 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18057500.000000 Penalty: 3907.421387
	Iteration 22Q: 3 clusters Score -1.80575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166436 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18057500.000000 Penalty: 3907.421387
	Iteration 23F: 3 clusters Score -1.80575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Entering Unmasked Estep 
Score: -4087158.500000 Penalty: 1710.260864
	Iteration 0F: 2 clusters Score -4087158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4062204.250000 Penalty: 3420.521729
	Iteration 0F: 3 clusters Score -4062204 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4071851.250000 Penalty: 3420.521729
	Iteration 1F: 3 clusters Score -4071851 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4072387.750000 Penalty: 3420.521729
	Iteration 2Q: 3 clusters Score -4072388 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -4073022.750000 Penalty: 3420.521729
	Iteration 3Q: 3 clusters Score -4073023 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4073940.000000 Penalty: 3420.521729
	Iteration 4Q: 3 clusters Score -4073940 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4075180.500000 Penalty: 3420.521729
	Iteration 5F: 3 clusters Score -4075180 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -4076882.750000 Penalty: 3420.521729
	Iteration 6F: 3 clusters Score -4076883 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -4079035.000000 Penalty: 3420.521729
	Iteration 7F: 3 clusters Score -4079035 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -4081010.750000 Penalty: 3420.521729
	Iteration 8F: 3 clusters Score -4081011 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -4082068.500000 Penalty: 3420.521729
	Iteration 9Q: 3 clusters Score -4082068 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -4082540.250000 Penalty: 3420.521729
	Iteration 10Q: 3 clusters Score -4082540 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4082854.000000 Penalty: 3420.521729
	Iteration 11Q: 3 clusters Score -4082854 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -4083096.750000 Penalty: 3420.521729
	Iteration 12Q: 3 clusters Score -4083097 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -4083354.750000 Penalty: 3420.521729
	Iteration 13Q: 3 clusters Score -4083355 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4083574.750000 Penalty: 3420.521729
	Iteration 14Q: 3 clusters Score -4083575 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -4083763.000000 Penalty: 3420.521729
	Iteration 15Q: 3 clusters Score -4083763 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -4083908.500000 Penalty: 3420.521729
	Iteration 16Q: 3 clusters Score -4083908 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -4084051.500000 Penalty: 3420.521729
	Iteration 17Q: 3 clusters Score -4084052 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4084186.000000 Penalty: 3420.521729
	Iteration 18Q: 3 clusters Score -4084186 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4084306.500000 Penalty: 3420.521729
	Iteration 19Q: 3 clusters Score -4084306 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4084421.750000 Penalty: 3420.521729
	Iteration 20F: 3 clusters Score -4084422 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4084539.500000 Penalty: 3420.521729
	Iteration 21Q: 3 clusters Score -4084540 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4084608.250000 Penalty: 3420.521729
	Iteration 22Q: 3 clusters Score -4084608 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4084708.500000 Penalty: 3420.521729
	Iteration 23Q: 3 clusters Score -4084708 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4084802.500000 Penalty: 3420.521729
	Iteration 24Q: 3 clusters Score -4084802 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4084904.750000 Penalty: 3420.521729
	Iteration 25Q: 3 clusters Score -4084905 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4084990.000000 Penalty: 3420.521729
	Iteration 26Q: 3 clusters Score -4084990 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4085075.500000 Penalty: 3420.521729
	Iteration 27Q: 3 clusters Score -4085076 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4085149.750000 Penalty: 3420.521729
	Iteration 28Q: 3 clusters Score -4085150 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4085216.500000 Penalty: 3420.521729
	Iteration 29Q: 3 clusters Score -4085216 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4085287.750000 Penalty: 3420.521729
	Iteration 30Q: 3 clusters Score -4085288 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4085344.750000 Penalty: 3420.521729
	Iteration 31Q: 3 clusters Score -4085345 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4085394.500000 Penalty: 3420.521729
	Iteration 32Q: 3 clusters Score -4085394 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4085443.750000 Penalty: 3420.521729
	Iteration 33Q: 3 clusters Score -4085444 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4085501.500000 Penalty: 3420.521729
	Iteration 34Q: 3 clusters Score -4085502 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4085550.000000 Penalty: 3420.521729
	Iteration 35Q: 3 clusters Score -4085550 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4085589.000000 Penalty: 3420.521729
	Iteration 36Q: 3 clusters Score -4085589 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4085648.000000 Penalty: 3420.521729
	Iteration 37Q: 3 clusters Score -4085648 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4085694.000000 Penalty: 3420.521729
	Iteration 38Q: 3 clusters Score -4085694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4085728.500000 Penalty: 3420.521729
	Iteration 39Q: 3 clusters Score -4085728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4085753.500000 Penalty: 3420.521729
	Iteration 40F: 3 clusters Score -4085754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4085778.000000 Penalty: 3420.521729
	Iteration 41Q: 3 clusters Score -4085778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -4085799.000000 Penalty: 3420.521729
	Iteration 42Q: 3 clusters Score -4085799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4085820.500000 Penalty: 3420.521729
	Iteration 43Q: 3 clusters Score -4085820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4085830.000000 Penalty: 3420.521729
	Iteration 44Q: 3 clusters Score -4085830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4085844.750000 Penalty: 3420.521729
	Iteration 45Q: 3 clusters Score -4085845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4085853.500000 Penalty: 3420.521729
	Iteration 46Q: 3 clusters Score -4085854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4085878.500000 Penalty: 3420.521729
	Iteration 47Q: 3 clusters Score -4085878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4085884.750000 Penalty: 3420.521729
	Iteration 48Q: 3 clusters Score -4085885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4085896.750000 Penalty: 3420.521729
	Iteration 49Q: 3 clusters Score -4085897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4085912.000000 Penalty: 3420.521729
	Iteration 50Q: 3 clusters Score -4085912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -4085929.750000 Penalty: 3420.521729
	Iteration 51Q: 3 clusters Score -4085930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4085943.000000 Penalty: 3420.521729
	Iteration 52Q: 3 clusters Score -4085943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4085955.000000 Penalty: 3420.521729
	Iteration 53Q: 3 clusters Score -4085955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4085975.750000 Penalty: 3420.521729
	Iteration 54Q: 3 clusters Score -4085976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4085976.250000 Penalty: 3420.521729
	Iteration 55Q: 3 clusters Score -4085976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -4085983.250000 Penalty: 3420.521729
	Iteration 56Q: 3 clusters Score -4085983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4085987.500000 Penalty: 3420.521729
	Iteration 57Q: 3 clusters Score -4085988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4085995.000000 Penalty: 3420.521729
	Iteration 58Q: 3 clusters Score -4085995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4085996.000000 Penalty: 3420.521729
	Iteration 59Q: 3 clusters Score -4085996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4085988.250000 Penalty: 3420.521729
	Iteration 60F: 3 clusters Score -4085988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -4085992.000000 Penalty: 3420.521729
	Iteration 61Q: 3 clusters Score -4085992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4085995.500000 Penalty: 3420.521729
	Iteration 62Q: 3 clusters Score -4085996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4086001.750000 Penalty: 3420.521729
	Iteration 63Q: 3 clusters Score -4086002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4086012.000000 Penalty: 3420.521729
	Iteration 64Q: 3 clusters Score -4086012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4086014.500000 Penalty: 3420.521729
	Iteration 65Q: 3 clusters Score -4086014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4086017.000000 Penalty: 3420.521729
	Iteration 66Q: 3 clusters Score -4086017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -4086015.000000 Penalty: 3420.521729
	Iteration 67Q: 3 clusters Score -4086015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4086017.000000 Penalty: 3420.521729
	Iteration 68Q: 3 clusters Score -4086017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -4086013.500000 Penalty: 3420.521729
	Iteration 69Q: 3 clusters Score -4086014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -4086022.500000 Penalty: 3420.521729
	Iteration 70Q: 3 clusters Score -4086022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4086020.500000 Penalty: 3420.521729
	Iteration 71Q: 3 clusters Score -4086020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4086024.750000 Penalty: 3420.521729
	Iteration 72Q: 3 clusters Score -4086025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -4086031.500000 Penalty: 3420.521729
	Iteration 73Q: 3 clusters Score -4086032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4086030.500000 Penalty: 3420.521729
	Iteration 74Q: 3 clusters Score -4086030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4086032.750000 Penalty: 3420.521729
	Iteration 75Q: 3 clusters Score -4086033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4086032.250000 Penalty: 3420.521729
	Iteration 76Q: 3 clusters Score -4086032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4086035.750000 Penalty: 3420.521729
	Iteration 77Q: 3 clusters Score -4086036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4086035.500000 Penalty: 3420.521729
	Iteration 78Q: 3 clusters Score -4086036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -4086037.000000 Penalty: 3420.521729
	Iteration 79Q: 3 clusters Score -4086037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4086037.750000 Penalty: 3420.521729
	Iteration 80F: 3 clusters Score -4086038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4086038.500000 Penalty: 3420.521729
	Iteration 81Q: 3 clusters Score -4086038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4086036.750000 Penalty: 3420.521729
	Iteration 82Q: 3 clusters Score -4086037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4086036.750000 Penalty: 3420.521729
	Iteration 83F: 3 clusters Score -4086037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -34037.320312 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -34037.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33133.132812 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -33133.13 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33333.605469 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -33333.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33427.882812 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -33427.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33475.968750 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -33475.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33501.839844 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -33501.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33512.109375 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -33512.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33514.421875 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -33514.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33516.003906 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -33516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33518.007812 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -33518.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33529.730469 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -33529.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33569.886719 Penalty: 1928.840576
	Iteration 10Q: 3 clusters Score -33569.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33580.621094 Penalty: 1928.840576
	Iteration 11Q: 3 clusters Score -33580.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33589.546875 Penalty: 1928.840576
	Iteration 12Q: 3 clusters Score -33589.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33594.066406 Penalty: 1928.840576
	Iteration 13Q: 3 clusters Score -33594.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33595.308594 Penalty: 1928.840576
	Iteration 14Q: 3 clusters Score -33595.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33595.308594 Penalty: 1928.840576
	Iteration 15F: 3 clusters Score -33595.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Entering Unmasked Estep 
Score: -5141632.000000 Penalty: 1754.249756
	Iteration 0F: 2 clusters Score -5141632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -5109039.000000 Penalty: 3508.499512
	Iteration 0F: 3 clusters Score -5109039 nChanged 22768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -5122172.500000 Penalty: 3508.499512
	Iteration 1F: 3 clusters Score -5122172 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -5122808.000000 Penalty: 3508.499512
	Iteration 2Q: 3 clusters Score -5122808 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -5123570.000000 Penalty: 3508.499512
	Iteration 3Q: 3 clusters Score -5123570 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -5124457.000000 Penalty: 3508.499512
	Iteration 4Q: 3 clusters Score -5124457 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5125551.000000 Penalty: 3508.499512
	Iteration 5Q: 3 clusters Score -5125551 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -5126790.000000 Penalty: 3508.499512
	Iteration 6F: 3 clusters Score -5126790 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -5128265.000000 Penalty: 3508.499512
	Iteration 7F: 3 clusters Score -5128265 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -5129809.000000 Penalty: 3508.499512
	Iteration 8F: 3 clusters Score -5129809 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -5131441.000000 Penalty: 3508.499512
	Iteration 9F: 3 clusters Score -5131441 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5133061.500000 Penalty: 3508.499512
	Iteration 10Q: 3 clusters Score -5133062 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5134578.500000 Penalty: 3508.499512
	Iteration 11Q: 3 clusters Score -5134578 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -5135814.500000 Penalty: 3508.499512
	Iteration 12Q: 3 clusters Score -5135814 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -5136778.000000 Penalty: 3508.499512
	Iteration 13Q: 3 clusters Score -5136778 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -5137449.000000 Penalty: 3508.499512
	Iteration 14Q: 3 clusters Score -5137449 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -5137962.000000 Penalty: 3508.499512
	Iteration 15Q: 3 clusters Score -5137962 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5138319.500000 Penalty: 3508.499512
	Iteration 16Q: 3 clusters Score -5138320 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -5138583.500000 Penalty: 3508.499512
	Iteration 17Q: 3 clusters Score -5138584 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -5138799.000000 Penalty: 3508.499512
	Iteration 18Q: 3 clusters Score -5138799 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5139004.500000 Penalty: 3508.499512
	Iteration 19Q: 3 clusters Score -5139004 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -5139145.500000 Penalty: 3508.499512
	Iteration 20F: 3 clusters Score -5139146 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5139259.000000 Penalty: 3508.499512
	Iteration 21Q: 3 clusters Score -5139259 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -5139361.000000 Penalty: 3508.499512
	Iteration 22Q: 3 clusters Score -5139361 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5139432.500000 Penalty: 3508.499512
	Iteration 23Q: 3 clusters Score -5139432 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -5139489.000000 Penalty: 3508.499512
	Iteration 24Q: 3 clusters Score -5139489 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5139560.500000 Penalty: 3508.499512
	Iteration 25Q: 3 clusters Score -5139560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -5139602.500000 Penalty: 3508.499512
	Iteration 26Q: 3 clusters Score -5139602 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -5139643.000000 Penalty: 3508.499512
	Iteration 27Q: 3 clusters Score -5139643 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -5139677.500000 Penalty: 3508.499512
	Iteration 28Q: 3 clusters Score -5139678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5139722.500000 Penalty: 3508.499512
	Iteration 29Q: 3 clusters Score -5139722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -5139748.500000 Penalty: 3508.499512
	Iteration 30Q: 3 clusters Score -5139748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -5139786.500000 Penalty: 3508.499512
	Iteration 31Q: 3 clusters Score -5139786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -5139823.000000 Penalty: 3508.499512
	Iteration 32Q: 3 clusters Score -5139823 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -5139845.500000 Penalty: 3508.499512
	Iteration 33Q: 3 clusters Score -5139846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -5139863.500000 Penalty: 3508.499512
	Iteration 34Q: 3 clusters Score -5139864 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -5139904.500000 Penalty: 3508.499512
	Iteration 35Q: 3 clusters Score -5139904 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -5139934.500000 Penalty: 3508.499512
	Iteration 36Q: 3 clusters Score -5139934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -5139962.500000 Penalty: 3508.499512
	Iteration 37Q: 3 clusters Score -5139962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -5140004.000000 Penalty: 3508.499512
	Iteration 38Q: 3 clusters Score -5140004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -5140025.000000 Penalty: 3508.499512
	Iteration 39Q: 3 clusters Score -5140025 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5140047.000000 Penalty: 3508.499512
	Iteration 40F: 3 clusters Score -5140047 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -5140079.500000 Penalty: 3508.499512
	Iteration 41Q: 3 clusters Score -5140080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -5140120.000000 Penalty: 3508.499512
	Iteration 42Q: 3 clusters Score -5140120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -5140138.500000 Penalty: 3508.499512
	Iteration 43Q: 3 clusters Score -5140138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -5140161.500000 Penalty: 3508.499512
	Iteration 44Q: 3 clusters Score -5140162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -5140183.000000 Penalty: 3508.499512
	Iteration 45Q: 3 clusters Score -5140183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -5140193.000000 Penalty: 3508.499512
	Iteration 46Q: 3 clusters Score -5140193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -5140202.500000 Penalty: 3508.499512
	Iteration 47Q: 3 clusters Score -5140202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -5140220.000000 Penalty: 3508.499512
	Iteration 48Q: 3 clusters Score -5140220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -5140239.500000 Penalty: 3508.499512
	Iteration 49Q: 3 clusters Score -5140240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -5140264.500000 Penalty: 3508.499512
	Iteration 50Q: 3 clusters Score -5140264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -5140282.500000 Penalty: 3508.499512
	Iteration 51Q: 3 clusters Score -5140282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -5140302.000000 Penalty: 3508.499512
	Iteration 52Q: 3 clusters Score -5140302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -5140316.500000 Penalty: 3508.499512
	Iteration 53Q: 3 clusters Score -5140316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -5140346.000000 Penalty: 3508.499512
	Iteration 54Q: 3 clusters Score -5140346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -5140363.000000 Penalty: 3508.499512
	Iteration 55Q: 3 clusters Score -5140363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -5140379.500000 Penalty: 3508.499512
	Iteration 56Q: 3 clusters Score -5140380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -5140402.000000 Penalty: 3508.499512
	Iteration 57Q: 3 clusters Score -5140402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -5140432.500000 Penalty: 3508.499512
	Iteration 58Q: 3 clusters Score -5140432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -5140457.500000 Penalty: 3508.499512
	Iteration 59Q: 3 clusters Score -5140458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -5140475.000000 Penalty: 3508.499512
	Iteration 60F: 3 clusters Score -5140475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -5140485.500000 Penalty: 3508.499512
	Iteration 61Q: 3 clusters Score -5140486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -5140498.500000 Penalty: 3508.499512
	Iteration 62Q: 3 clusters Score -5140498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -5140502.000000 Penalty: 3508.499512
	Iteration 63Q: 3 clusters Score -5140502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -5140519.500000 Penalty: 3508.499512
	Iteration 64Q: 3 clusters Score -5140520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -5140534.000000 Penalty: 3508.499512
	Iteration 65Q: 3 clusters Score -5140534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -5140544.000000 Penalty: 3508.499512
	Iteration 66Q: 3 clusters Score -5140544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -5140559.500000 Penalty: 3508.499512
	Iteration 67Q: 3 clusters Score -5140560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -5140573.000000 Penalty: 3508.499512
	Iteration 68Q: 3 clusters Score -5140573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -5140584.500000 Penalty: 3508.499512
	Iteration 69Q: 3 clusters Score -5140584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -5140591.000000 Penalty: 3508.499512
	Iteration 70Q: 3 clusters Score -5140591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -5140600.000000 Penalty: 3508.499512
	Iteration 71Q: 3 clusters Score -5140600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -5140604.000000 Penalty: 3508.499512
	Iteration 72Q: 3 clusters Score -5140604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -5140603.000000 Penalty: 3508.499512
	Iteration 73Q: 3 clusters Score -5140603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -5140601.000000 Penalty: 3508.499512
	Iteration 74Q: 3 clusters Score -5140601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -5140606.000000 Penalty: 3508.499512
	Iteration 75Q: 3 clusters Score -5140606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -5140606.500000 Penalty: 3508.499512
	Iteration 76Q: 3 clusters Score -5140606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -5140609.500000 Penalty: 3508.499512
	Iteration 77Q: 3 clusters Score -5140610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -5140619.500000 Penalty: 3508.499512
	Iteration 78Q: 3 clusters Score -5140620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -5140620.500000 Penalty: 3508.499512
	Iteration 79Q: 3 clusters Score -5140620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -5140629.000000 Penalty: 3508.499512
	Iteration 80F: 3 clusters Score -5140629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5140623.500000 Penalty: 3508.499512
	Iteration 81Q: 3 clusters Score -5140624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -5140624.500000 Penalty: 3508.499512
	Iteration 82Q: 3 clusters Score -5140624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -5140626.500000 Penalty: 3508.499512
	Iteration 83Q: 3 clusters Score -5140626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -5140634.000000 Penalty: 3508.499512
	Iteration 84Q: 3 clusters Score -5140634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -5140637.500000 Penalty: 3508.499512
	Iteration 85Q: 3 clusters Score -5140638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -5140637.000000 Penalty: 3508.499512
	Iteration 86Q: 3 clusters Score -5140637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -5140640.000000 Penalty: 3508.499512
	Iteration 87Q: 3 clusters Score -5140640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -5140641.500000 Penalty: 3508.499512
	Iteration 88Q: 3 clusters Score -5140642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -5140639.000000 Penalty: 3508.499512
	Iteration 89Q: 3 clusters Score -5140639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -5140641.000000 Penalty: 3508.499512
	Iteration 90Q: 3 clusters Score -5140641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -5140648.500000 Penalty: 3508.499512
	Iteration 91Q: 3 clusters Score -5140648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -5140652.500000 Penalty: 3508.499512
	Iteration 92Q: 3 clusters Score -5140652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -5140652.500000 Penalty: 3508.499512
	Iteration 93Q: 3 clusters Score -5140652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -5140652.500000 Penalty: 3508.499512
	Iteration 94F: 3 clusters Score -5140652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -382537.937500 Penalty: 1322.706543
	Iteration 0F: 2 clusters Score -382537.9 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 1659 members 
Entering Unmasked Estep 
Score: -379506.062500 Penalty: 2645.413086
	Iteration 0F: 3 clusters Score -379506.1 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -380246.937500 Penalty: 2645.413086
	Iteration 1F: 3 clusters Score -380246.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -380412.937500 Penalty: 2645.413086
	Iteration 2F: 3 clusters Score -380412.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -380532.687500 Penalty: 2645.413086
	Iteration 3F: 3 clusters Score -380532.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -380640.968750 Penalty: 2645.413086
	Iteration 4Q: 3 clusters Score -380641 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -380708.656250 Penalty: 2645.413086
	Iteration 5Q: 3 clusters Score -380708.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -380758.093750 Penalty: 2645.413086
	Iteration 6Q: 3 clusters Score -380758.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -380802.218750 Penalty: 2645.413086
	Iteration 7Q: 3 clusters Score -380802.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -380839.656250 Penalty: 2645.413086
	Iteration 8Q: 3 clusters Score -380839.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -380878.468750 Penalty: 2645.413086
	Iteration 9Q: 3 clusters Score -380878.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -380913.781250 Penalty: 2645.413086
	Iteration 10Q: 3 clusters Score -380913.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -380949.062500 Penalty: 2645.413086
	Iteration 11Q: 3 clusters Score -380949.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -380994.343750 Penalty: 2645.413086
	Iteration 12Q: 3 clusters Score -380994.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -381047.031250 Penalty: 2645.413086
	Iteration 13Q: 3 clusters Score -381047 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -381091.437500 Penalty: 2645.413086
	Iteration 14Q: 3 clusters Score -381091.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -381129.562500 Penalty: 2645.413086
	Iteration 15Q: 3 clusters Score -381129.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -381163.687500 Penalty: 2645.413086
	Iteration 16Q: 3 clusters Score -381163.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -381190.812500 Penalty: 2645.413086
	Iteration 17Q: 3 clusters Score -381190.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -381207.625000 Penalty: 2645.413086
	Iteration 18Q: 3 clusters Score -381207.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -381219.218750 Penalty: 2645.413086
	Iteration 19Q: 3 clusters Score -381219.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -381231.000000 Penalty: 2645.413086
	Iteration 20F: 3 clusters Score -381231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -381243.593750 Penalty: 2645.413086
	Iteration 21Q: 3 clusters Score -381243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -381251.656250 Penalty: 2645.413086
	Iteration 22Q: 3 clusters Score -381251.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -381262.500000 Penalty: 2645.413086
	Iteration 23Q: 3 clusters Score -381262.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -381271.187500 Penalty: 2645.413086
	Iteration 24Q: 3 clusters Score -381271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -381278.906250 Penalty: 2645.413086
	Iteration 25Q: 3 clusters Score -381278.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -381289.750000 Penalty: 2645.413086
	Iteration 26Q: 3 clusters Score -381289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -381305.625000 Penalty: 2645.413086
	Iteration 27Q: 3 clusters Score -381305.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -381327.187500 Penalty: 2645.413086
	Iteration 28Q: 3 clusters Score -381327.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -381345.593750 Penalty: 2645.413086
	Iteration 29Q: 3 clusters Score -381345.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -381360.062500 Penalty: 2645.413086
	Iteration 30Q: 3 clusters Score -381360.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -381372.812500 Penalty: 2645.413086
	Iteration 31Q: 3 clusters Score -381372.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -381379.625000 Penalty: 2645.413086
	Iteration 32Q: 3 clusters Score -381379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -381386.031250 Penalty: 2645.413086
	Iteration 33Q: 3 clusters Score -381386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -381389.718750 Penalty: 2645.413086
	Iteration 34Q: 3 clusters Score -381389.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -381396.531250 Penalty: 2645.413086
	Iteration 35Q: 3 clusters Score -381396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -381400.250000 Penalty: 2645.413086
	Iteration 36Q: 3 clusters Score -381400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -381402.718750 Penalty: 2645.413086
	Iteration 37Q: 3 clusters Score -381402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -381404.875000 Penalty: 2645.413086
	Iteration 38Q: 3 clusters Score -381404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -381405.750000 Penalty: 2645.413086
	Iteration 39Q: 3 clusters Score -381405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -381408.281250 Penalty: 2645.413086
	Iteration 40F: 3 clusters Score -381408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -381410.937500 Penalty: 2645.413086
	Iteration 41Q: 3 clusters Score -381410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -381415.312500 Penalty: 2645.413086
	Iteration 42Q: 3 clusters Score -381415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -381420.625000 Penalty: 2645.413086
	Iteration 43Q: 3 clusters Score -381420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -381424.687500 Penalty: 2645.413086
	Iteration 44Q: 3 clusters Score -381424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -381427.250000 Penalty: 2645.413086
	Iteration 45Q: 3 clusters Score -381427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -381430.156250 Penalty: 2645.413086
	Iteration 46Q: 3 clusters Score -381430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -381430.781250 Penalty: 2645.413086
	Iteration 47Q: 3 clusters Score -381430.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -381430.781250 Penalty: 2645.413086
	Iteration 48F: 3 clusters Score -381430.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 72315 members 
Mstep: Class 3 contains 176521 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65733 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173647 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34633 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166514 members 
Mstep: Class 16 contains 37223 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48795 members 
Mstep: Class 20 contains 3428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853576.000000 Penalty: 37823.148438
Iteration 239Q: 18 clusters Score -9.385358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 72313 members 
Mstep: Class 3 contains 176533 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65727 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173639 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34637 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166520 members 
Mstep: Class 16 contains 37225 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48796 members 
Mstep: Class 20 contains 3420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 240F: 18 clusters Score -9.385358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 72313 members 
Mstep: Class 3 contains 176550 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65719 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173633 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34640 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166524 members 
Mstep: Class 16 contains 37227 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48796 members 
Mstep: Class 20 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853592.000000 Penalty: 37823.148438
Iteration 241Q: 18 clusters Score -9.385359e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 72311 members 
Mstep: Class 3 contains 176554 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65718 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173627 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34643 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166530 members 
Mstep: Class 16 contains 37229 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48796 members 
Mstep: Class 20 contains 3410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853568.000000 Penalty: 37823.148438
Iteration 242Q: 18 clusters Score -9.385357e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 72311 members 
Mstep: Class 3 contains 176559 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65717 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173621 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34645 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166535 members 
Mstep: Class 16 contains 37234 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48796 members 
Mstep: Class 20 contains 3405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 243Q: 18 clusters Score -9.385361e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 72307 members 
Mstep: Class 3 contains 176563 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 65715 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173616 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34646 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166550 members 
Mstep: Class 16 contains 37235 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48796 members 
Mstep: Class 20 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 244Q: 18 clusters Score -9.385358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 72304 members 
Mstep: Class 3 contains 176569 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 65713 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173609 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34646 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166558 members 
Mstep: Class 16 contains 37237 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48797 members 
Mstep: Class 20 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853600.000000 Penalty: 37823.148438
Iteration 245Q: 18 clusters Score -9.38536e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 72303 members 
Mstep: Class 3 contains 176568 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65714 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173605 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34646 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166561 members 
Mstep: Class 16 contains 37241 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48799 members 
Mstep: Class 20 contains 3392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 246Q: 18 clusters Score -9.385363e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 72302 members 
Mstep: Class 3 contains 176571 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65714 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173605 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 34645 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166566 members 
Mstep: Class 16 contains 37246 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48800 members 
Mstep: Class 20 contains 3383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853568.000000 Penalty: 37823.148438
Iteration 247Q: 18 clusters Score -9.385357e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 72304 members 
Mstep: Class 3 contains 176574 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65713 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173599 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 34646 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166574 members 
Mstep: Class 16 contains 37248 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48800 members 
Mstep: Class 20 contains 3376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853504.000000 Penalty: 37823.148438
Iteration 248Q: 18 clusters Score -9.38535e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 72304 members 
Mstep: Class 3 contains 176578 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65709 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173594 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 34647 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166580 members 
Mstep: Class 16 contains 37250 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48800 members 
Mstep: Class 20 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853512.000000 Penalty: 37823.148438
Iteration 249Q: 18 clusters Score -9.385351e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 72299 members 
Mstep: Class 3 contains 176573 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65708 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173594 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 34648 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166587 members 
Mstep: Class 16 contains 37251 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48801 members 
Mstep: Class 20 contains 3371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853568.000000 Penalty: 37823.148438
Iteration 250Q: 18 clusters Score -9.385357e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 72299 members 
Mstep: Class 3 contains 176566 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65707 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173593 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 34649 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166594 members 
Mstep: Class 16 contains 37253 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48799 members 
Mstep: Class 20 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853624.000000 Penalty: 37823.148438
Iteration 251Q: 18 clusters Score -9.385362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72297 members 
Mstep: Class 3 contains 176564 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65706 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173590 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 34650 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166605 members 
Mstep: Class 16 contains 37252 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48800 members 
Mstep: Class 20 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853672.000000 Penalty: 37823.148438
Iteration 252Q: 18 clusters Score -9.385367e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 72295 members 
Mstep: Class 3 contains 176558 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65706 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173590 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34650 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166612 members 
Mstep: Class 16 contains 37252 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48802 members 
Mstep: Class 20 contains 3371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 253Q: 18 clusters Score -9.385363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72293 members 
Mstep: Class 3 contains 176557 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65707 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173589 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34651 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166618 members 
Mstep: Class 16 contains 37251 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48803 members 
Mstep: Class 20 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853664.000000 Penalty: 37823.148438
Iteration 254Q: 18 clusters Score -9.385366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72292 members 
Mstep: Class 3 contains 176558 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65709 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173582 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34651 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166626 members 
Mstep: Class 16 contains 37252 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48804 members 
Mstep: Class 20 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 255Q: 18 clusters Score -9.385364e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72292 members 
Mstep: Class 3 contains 176550 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65708 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173576 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34651 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166644 members 
Mstep: Class 16 contains 37253 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48804 members 
Mstep: Class 20 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853672.000000 Penalty: 37823.148438
Iteration 256Q: 18 clusters Score -9.385367e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72294 members 
Mstep: Class 3 contains 176536 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65708 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173574 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34651 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166655 members 
Mstep: Class 16 contains 37257 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48804 members 
Mstep: Class 20 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853680.000000 Penalty: 37823.148438
Iteration 257Q: 18 clusters Score -9.385368e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72293 members 
Mstep: Class 3 contains 176525 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65709 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173577 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166659 members 
Mstep: Class 16 contains 37261 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48804 members 
Mstep: Class 20 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 258Q: 18 clusters Score -9.385361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72294 members 
Mstep: Class 3 contains 176519 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65708 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173575 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166668 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48805 members 
Mstep: Class 20 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853568.000000 Penalty: 37823.148438
Iteration 259Q: 18 clusters Score -9.385357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72293 members 
Mstep: Class 3 contains 176520 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65708 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173570 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34654 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166667 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48805 members 
Mstep: Class 20 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853600.000000 Penalty: 37823.148438
Iteration 260F: 18 clusters Score -9.38536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72292 members 
Mstep: Class 3 contains 176521 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65703 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173565 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34655 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166676 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48803 members 
Mstep: Class 20 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853560.000000 Penalty: 37823.148438
Iteration 261Q: 18 clusters Score -9.385356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72291 members 
Mstep: Class 3 contains 176521 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65701 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173561 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34656 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166686 members 
Mstep: Class 16 contains 37262 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48802 members 
Mstep: Class 20 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853624.000000 Penalty: 37823.148438
Iteration 262Q: 18 clusters Score -9.385362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72290 members 
Mstep: Class 3 contains 176520 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65698 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173558 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34655 members 
Mstep: Class 11 contains 4529 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166694 members 
Mstep: Class 16 contains 37262 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48800 members 
Mstep: Class 20 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853624.000000 Penalty: 37823.148438
Iteration 263Q: 18 clusters Score -9.385362e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72289 members 
Mstep: Class 3 contains 176516 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65693 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173555 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34655 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166703 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48800 members 
Mstep: Class 20 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 264Q: 18 clusters Score -9.385358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72288 members 
Mstep: Class 3 contains 176512 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65694 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173548 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34654 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166714 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48800 members 
Mstep: Class 20 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 265Q: 18 clusters Score -9.385358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72286 members 
Mstep: Class 3 contains 176511 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65693 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173542 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34655 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166721 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48801 members 
Mstep: Class 20 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853568.000000 Penalty: 37823.148438
Iteration 266Q: 18 clusters Score -9.385357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72287 members 
Mstep: Class 3 contains 176508 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65693 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173539 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34656 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166728 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48800 members 
Mstep: Class 20 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853544.000000 Penalty: 37823.148438
Iteration 267Q: 18 clusters Score -9.385354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72286 members 
Mstep: Class 3 contains 176504 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 65695 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173537 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34656 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166731 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48802 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 268Q: 18 clusters Score -9.385358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72285 members 
Mstep: Class 3 contains 176500 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65696 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173535 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34655 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166734 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48803 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 269Q: 18 clusters Score -9.385361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72284 members 
Mstep: Class 3 contains 176501 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65695 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173525 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34654 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166743 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48804 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853560.000000 Penalty: 37823.148438
Iteration 270Q: 18 clusters Score -9.385356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72283 members 
Mstep: Class 3 contains 176501 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65695 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173520 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34654 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166748 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48803 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853560.000000 Penalty: 37823.148438
Iteration 271Q: 18 clusters Score -9.385356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72282 members 
Mstep: Class 3 contains 176501 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65695 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173520 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34654 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166749 members 
Mstep: Class 16 contains 37267 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48804 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853576.000000 Penalty: 37823.148438
Iteration 272Q: 18 clusters Score -9.385358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72283 members 
Mstep: Class 3 contains 176501 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65695 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173519 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34654 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166750 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48804 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853576.000000 Penalty: 37823.148438
Iteration 273Q: 18 clusters Score -9.385358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72281 members 
Mstep: Class 3 contains 176501 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65695 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173521 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166751 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48804 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853592.000000 Penalty: 37823.148438
Iteration 274Q: 18 clusters Score -9.385359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72279 members 
Mstep: Class 3 contains 176500 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65693 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173524 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166752 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48805 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853616.000000 Penalty: 37823.148438
Iteration 275Q: 18 clusters Score -9.385362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72276 members 
Mstep: Class 3 contains 176503 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65692 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173524 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34654 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166751 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48807 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 276Q: 18 clusters Score -9.385361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72275 members 
Mstep: Class 3 contains 176501 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65692 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173524 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166754 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48808 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853616.000000 Penalty: 37823.148438
Iteration 277Q: 18 clusters Score -9.385362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72273 members 
Mstep: Class 3 contains 176503 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65692 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173522 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166756 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48808 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 278Q: 18 clusters Score -9.385364e+07 nChanged 10
Entering ConstructFrom: 
Score: -93853640.000000 Penalty: 37823.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -365285.312500 Penalty: 1312.130493
	Iteration 0F: 2 clusters Score -365285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -362416.875000 Penalty: 2624.260986
	Iteration 0F: 3 clusters Score -362416.9 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -363062.031250 Penalty: 2624.260986
	Iteration 1F: 3 clusters Score -363062 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -363217.937500 Penalty: 2624.260986
	Iteration 2F: 3 clusters Score -363217.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -363311.687500 Penalty: 2624.260986
	Iteration 3F: 3 clusters Score -363311.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -363363.812500 Penalty: 2624.260986
	Iteration 4Q: 3 clusters Score -363363.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -363398.812500 Penalty: 2624.260986
	Iteration 5Q: 3 clusters Score -363398.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -363428.625000 Penalty: 2624.260986
	Iteration 6Q: 3 clusters Score -363428.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -363456.531250 Penalty: 2624.260986
	Iteration 7Q: 3 clusters Score -363456.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -363480.968750 Penalty: 2624.260986
	Iteration 8Q: 3 clusters Score -363481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -363498.937500 Penalty: 2624.260986
	Iteration 9Q: 3 clusters Score -363498.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -363515.062500 Penalty: 2624.260986
	Iteration 10Q: 3 clusters Score -363515.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -363532.218750 Penalty: 2624.260986
	Iteration 11Q: 3 clusters Score -363532.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -363546.750000 Penalty: 2624.260986
	Iteration 12Q: 3 clusters Score -363546.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -363563.406250 Penalty: 2624.260986
	Iteration 13Q: 3 clusters Score -363563.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -363581.968750 Penalty: 2624.260986
	Iteration 14Q: 3 clusters Score -363582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -363595.968750 Penalty: 2624.260986
	Iteration 15Q: 3 clusters Score -363596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -363615.312500 Penalty: 2624.260986
	Iteration 16Q: 3 clusters Score -363615.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -363638.000000 Penalty: 2624.260986
	Iteration 17Q: 3 clusters Score -363638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -363663.531250 Penalty: 2624.260986
	Iteration 18Q: 3 clusters Score -363663.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -363684.500000 Penalty: 2624.260986
	Iteration 19Q: 3 clusters Score -363684.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -363707.562500 Penalty: 2624.260986
	Iteration 20F: 3 clusters Score -363707.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -363732.531250 Penalty: 2624.260986
	Iteration 21Q: 3 clusters Score -363732.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -363751.843750 Penalty: 2624.260986
	Iteration 22Q: 3 clusters Score -363751.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -363767.375000 Penalty: 2624.260986
	Iteration 23Q: 3 clusters Score -363767.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -363782.593750 Penalty: 2624.260986
	Iteration 24Q: 3 clusters Score -363782.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -363809.218750 Penalty: 2624.260986
	Iteration 25Q: 3 clusters Score -363809.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -363829.843750 Penalty: 2624.260986
	Iteration 26Q: 3 clusters Score -363829.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -363850.750000 Penalty: 2624.260986
	Iteration 27Q: 3 clusters Score -363850.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -363876.000000 Penalty: 2624.260986
	Iteration 28Q: 3 clusters Score -363876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -363907.593750 Penalty: 2624.260986
	Iteration 29Q: 3 clusters Score -363907.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -363937.062500 Penalty: 2624.260986
	Iteration 30Q: 3 clusters Score -363937.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -363967.843750 Penalty: 2624.260986
	Iteration 31Q: 3 clusters Score -363967.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -363996.312500 Penalty: 2624.260986
	Iteration 32Q: 3 clusters Score -363996.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -364012.500000 Penalty: 2624.260986
	Iteration 33Q: 3 clusters Score -364012.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -364025.937500 Penalty: 2624.260986
	Iteration 34Q: 3 clusters Score -364025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -364033.218750 Penalty: 2624.260986
	Iteration 35Q: 3 clusters Score -364033.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -364040.593750 Penalty: 2624.260986
	Iteration 36Q: 3 clusters Score -364040.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -364053.437500 Penalty: 2624.260986
	Iteration 37Q: 3 clusters Score -364053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -364062.093750 Penalty: 2624.260986
	Iteration 38Q: 3 clusters Score -364062.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -364067.250000 Penalty: 2624.260986
	Iteration 39Q: 3 clusters Score -364067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -364068.031250 Penalty: 2624.260986
	Iteration 40F: 3 clusters Score -364068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -364070.562500 Penalty: 2624.260986
	Iteration 41Q: 3 clusters Score -364070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -364073.500000 Penalty: 2624.260986
	Iteration 42Q: 3 clusters Score -364073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -364077.406250 Penalty: 2624.260986
	Iteration 43Q: 3 clusters Score -364077.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -364084.187500 Penalty: 2624.260986
	Iteration 44Q: 3 clusters Score -364084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -364088.062500 Penalty: 2624.260986
	Iteration 45Q: 3 clusters Score -364088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -364093.312500 Penalty: 2624.260986
	Iteration 46Q: 3 clusters Score -364093.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -364098.656250 Penalty: 2624.260986
	Iteration 47Q: 3 clusters Score -364098.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -364104.406250 Penalty: 2624.260986
	Iteration 48Q: 3 clusters Score -364104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -364109.218750 Penalty: 2624.260986
	Iteration 49Q: 3 clusters Score -364109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -364112.093750 Penalty: 2624.260986
	Iteration 50Q: 3 clusters Score -364112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -364112.687500 Penalty: 2624.260986
	Iteration 51Q: 3 clusters Score -364112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -364112.687500 Penalty: 2624.260986
	Iteration 52F: 3 clusters Score -364112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Entering Unmasked Estep 
Score: -7914633.500000 Penalty: 1818.074463
	Iteration 0F: 2 clusters Score -7914634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -7866222.000000 Penalty: 3636.148926
	Iteration 0F: 3 clusters Score -7866222 nChanged 34429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -7885996.500000 Penalty: 3636.148926
	Iteration 1F: 3 clusters Score -7885996 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -7886858.000000 Penalty: 3636.148926
	Iteration 2Q: 3 clusters Score -7886858 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -7888200.500000 Penalty: 3636.148926
	Iteration 3Q: 3 clusters Score -7888200 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -7890024.500000 Penalty: 3636.148926
	Iteration 4Q: 3 clusters Score -7890024 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -7892160.500000 Penalty: 3636.148926
	Iteration 5F: 3 clusters Score -7892160 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -7894724.000000 Penalty: 3636.148926
	Iteration 6F: 3 clusters Score -7894724 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -7897324.000000 Penalty: 3636.148926
	Iteration 7F: 3 clusters Score -7897324 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -7899982.500000 Penalty: 3636.148926
	Iteration 8F: 3 clusters Score -7899982 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -7902175.000000 Penalty: 3636.148926
	Iteration 9F: 3 clusters Score -7902175 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -7903564.500000 Penalty: 3636.148926
	Iteration 10Q: 3 clusters Score -7903564 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -7904313.000000 Penalty: 3636.148926
	Iteration 11Q: 3 clusters Score -7904313 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -7904750.000000 Penalty: 3636.148926
	Iteration 12Q: 3 clusters Score -7904750 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -7905052.000000 Penalty: 3636.148926
	Iteration 13Q: 3 clusters Score -7905052 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -7905328.000000 Penalty: 3636.148926
	Iteration 14Q: 3 clusters Score -7905328 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -7905536.000000 Penalty: 3636.148926
	Iteration 15Q: 3 clusters Score -7905536 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -7905781.000000 Penalty: 3636.148926
	Iteration 16Q: 3 clusters Score -7905781 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -7905992.000000 Penalty: 3636.148926
	Iteration 17Q: 3 clusters Score -7905992 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -7906239.500000 Penalty: 3636.148926
	Iteration 18Q: 3 clusters Score -7906240 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -7906449.000000 Penalty: 3636.148926
	Iteration 19Q: 3 clusters Score -7906449 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -7906660.000000 Penalty: 3636.148926
	Iteration 20F: 3 clusters Score -7906660 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -7906883.000000 Penalty: 3636.148926
	Iteration 21Q: 3 clusters Score -7906883 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -7907126.500000 Penalty: 3636.148926
	Iteration 22Q: 3 clusters Score -7907126 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -7907358.500000 Penalty: 3636.148926
	Iteration 23Q: 3 clusters Score -7907358 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -7907607.000000 Penalty: 3636.148926
	Iteration 24Q: 3 clusters Score -7907607 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -7907864.500000 Penalty: 3636.148926
	Iteration 25Q: 3 clusters Score -7907864 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -7908184.000000 Penalty: 3636.148926
	Iteration 26Q: 3 clusters Score -7908184 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -7908563.000000 Penalty: 3636.148926
	Iteration 27Q: 3 clusters Score -7908563 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -7908976.000000 Penalty: 3636.148926
	Iteration 28Q: 3 clusters Score -7908976 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -7909396.000000 Penalty: 3636.148926
	Iteration 29Q: 3 clusters Score -7909396 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -7909802.000000 Penalty: 3636.148926
	Iteration 30Q: 3 clusters Score -7909802 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -7910175.500000 Penalty: 3636.148926
	Iteration 31Q: 3 clusters Score -7910176 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -7910530.000000 Penalty: 3636.148926
	Iteration 32Q: 3 clusters Score -7910530 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -7910805.500000 Penalty: 3636.148926
	Iteration 33Q: 3 clusters Score -7910806 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -7911096.500000 Penalty: 3636.148926
	Iteration 34Q: 3 clusters Score -7911096 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -7911324.000000 Penalty: 3636.148926
	Iteration 35Q: 3 clusters Score -7911324 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -7911497.000000 Penalty: 3636.148926
	Iteration 36Q: 3 clusters Score -7911497 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -7911635.500000 Penalty: 3636.148926
	Iteration 37Q: 3 clusters Score -7911636 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -7911786.000000 Penalty: 3636.148926
	Iteration 38Q: 3 clusters Score -7911786 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7911905.000000 Penalty: 3636.148926
	Iteration 39Q: 3 clusters Score -7911905 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -7911998.500000 Penalty: 3636.148926
	Iteration 40F: 3 clusters Score -7911998 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -7912128.500000 Penalty: 3636.148926
	Iteration 41Q: 3 clusters Score -7912128 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -7912208.500000 Penalty: 3636.148926
	Iteration 42Q: 3 clusters Score -7912208 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -7912287.000000 Penalty: 3636.148926
	Iteration 43Q: 3 clusters Score -7912287 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -7912377.000000 Penalty: 3636.148926
	Iteration 44Q: 3 clusters Score -7912377 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7912443.500000 Penalty: 3636.148926
	Iteration 45Q: 3 clusters Score -7912444 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7912510.500000 Penalty: 3636.148926
	Iteration 46Q: 3 clusters Score -7912510 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -7912584.500000 Penalty: 3636.148926
	Iteration 47Q: 3 clusters Score -7912584 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7912644.000000 Penalty: 3636.148926
	Iteration 48Q: 3 clusters Score -7912644 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7912653.500000 Penalty: 3636.148926
	Iteration 49Q: 3 clusters Score -7912654 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7912692.000000 Penalty: 3636.148926
	Iteration 50Q: 3 clusters Score -7912692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7912726.500000 Penalty: 3636.148926
	Iteration 51Q: 3 clusters Score -7912726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7912738.000000 Penalty: 3636.148926
	Iteration 52Q: 3 clusters Score -7912738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7912761.500000 Penalty: 3636.148926
	Iteration 53Q: 3 clusters Score -7912762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7912787.500000 Penalty: 3636.148926
	Iteration 54Q: 3 clusters Score -7912788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7912811.500000 Penalty: 3636.148926
	Iteration 55Q: 3 clusters Score -7912812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7912833.000000 Penalty: 3636.148926
	Iteration 56Q: 3 clusters Score -7912833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7912861.000000 Penalty: 3636.148926
	Iteration 57Q: 3 clusters Score -7912861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7912870.500000 Penalty: 3636.148926
	Iteration 58Q: 3 clusters Score -7912870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7912891.000000 Penalty: 3636.148926
	Iteration 59Q: 3 clusters Score -7912891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7912909.500000 Penalty: 3636.148926
	Iteration 60F: 3 clusters Score -7912910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7912923.500000 Penalty: 3636.148926
	Iteration 61Q: 3 clusters Score -7912924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7912944.000000 Penalty: 3636.148926
	Iteration 62Q: 3 clusters Score -7912944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7912944.500000 Penalty: 3636.148926
	Iteration 63Q: 3 clusters Score -7912944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7912963.500000 Penalty: 3636.148926
	Iteration 64Q: 3 clusters Score -7912964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7912974.500000 Penalty: 3636.148926
	Iteration 65Q: 3 clusters Score -7912974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7912975.000000 Penalty: 3636.148926
	Iteration 66Q: 3 clusters Score -7912975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70944 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7912986.000000 Penalty: 3636.148926
	Iteration 67Q: 3 clusters Score -7912986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7912992.000000 Penalty: 3636.148926
	Iteration 68Q: 3 clusters Score -7912992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7912984.500000 Penalty: 3636.148926
	Iteration 69Q: 3 clusters Score -7912984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7913008.500000 Penalty: 3636.148926
	Iteration 70Q: 3 clusters Score -7913008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7913005.500000 Penalty: 3636.148926
	Iteration 71Q: 3 clusters Score -7913006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7913017.000000 Penalty: 3636.148926
	Iteration 72Q: 3 clusters Score -7913017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7913022.000000 Penalty: 3636.148926
	Iteration 73Q: 3 clusters Score -7913022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71121 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7913037.500000 Penalty: 3636.148926
	Iteration 74Q: 3 clusters Score -7913038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7913030.000000 Penalty: 3636.148926
	Iteration 75Q: 3 clusters Score -7913030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7913041.000000 Penalty: 3636.148926
	Iteration 76Q: 3 clusters Score -7913041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7913051.000000 Penalty: 3636.148926
	Iteration 77Q: 3 clusters Score -7913051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7913047.000000 Penalty: 3636.148926
	Iteration 78Q: 3 clusters Score -7913047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7913070.000000 Penalty: 3636.148926
	Iteration 79Q: 3 clusters Score -7913070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7913090.500000 Penalty: 3636.148926
	Iteration 80F: 3 clusters Score -7913090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7913096.000000 Penalty: 3636.148926
	Iteration 81Q: 3 clusters Score -7913096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7913097.500000 Penalty: 3636.148926
	Iteration 82Q: 3 clusters Score -7913098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7913102.500000 Penalty: 3636.148926
	Iteration 83Q: 3 clusters Score -7913102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7913103.000000 Penalty: 3636.148926
	Iteration 84Q: 3 clusters Score -7913103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7913108.000000 Penalty: 3636.148926
	Iteration 85Q: 3 clusters Score -7913108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7913102.500000 Penalty: 3636.148926
	Iteration 86Q: 3 clusters Score -7913102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7913106.500000 Penalty: 3636.148926
	Iteration 87Q: 3 clusters Score -7913106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7913104.500000 Penalty: 3636.148926
	Iteration 88Q: 3 clusters Score -7913104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7913107.500000 Penalty: 3636.148926
	Iteration 89Q: 3 clusters Score -7913108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7913112.500000 Penalty: 3636.148926
	Iteration 90Q: 3 clusters Score -7913112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7913118.000000 Penalty: 3636.148926
	Iteration 91Q: 3 clusters Score -7913118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7913118.500000 Penalty: 3636.148926
	Iteration 92Q: 3 clusters Score -7913118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7913114.000000 Penalty: 3636.148926
	Iteration 93Q: 3 clusters Score -7913114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7913120.500000 Penalty: 3636.148926
	Iteration 94Q: 3 clusters Score -7913120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7913117.000000 Penalty: 3636.148926
	Iteration 95Q: 3 clusters Score -7913117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7913117.000000 Penalty: 3636.148926
	Iteration 96F: 3 clusters Score -7913117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176504 members 
Entering Unmasked Estep 
Score: -19130964.000000 Penalty: 1963.178467
	Iteration 0F: 2 clusters Score -1.913096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
Score: -19016096.000000 Penalty: 3926.356934
	Iteration 0F: 3 clusters Score -1.90161e+07 nChanged 85404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -19066828.000000 Penalty: 3926.356934
	Iteration 1F: 3 clusters Score -1.906683e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -19068672.000000 Penalty: 3926.356934
	Iteration 2Q: 3 clusters Score -1.906867e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -19071628.000000 Penalty: 3926.356934
	Iteration 3Q: 3 clusters Score -1.907163e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -19077636.000000 Penalty: 3926.356934
	Iteration 4F: 3 clusters Score -1.907764e+07 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129921 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -19088388.000000 Penalty: 3926.356934
	Iteration 5F: 3 clusters Score -1.908839e+07 nChanged 16726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146595 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -19103650.000000 Penalty: 3926.356934
	Iteration 6F: 3 clusters Score -1.910365e+07 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -19117426.000000 Penalty: 3926.356934
	Iteration 7F: 3 clusters Score -1.911743e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -19125032.000000 Penalty: 3926.356934
	Iteration 8Q: 3 clusters Score -1.912503e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173043 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -19127948.000000 Penalty: 3926.356934
	Iteration 9Q: 3 clusters Score -1.912795e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174493 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -19128866.000000 Penalty: 3926.356934
	Iteration 10Q: 3 clusters Score -1.912887e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -19129254.000000 Penalty: 3926.356934
	Iteration 11Q: 3 clusters Score -1.912925e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -19129478.000000 Penalty: 3926.356934
	Iteration 12Q: 3 clusters Score -1.912948e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175477 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -19129564.000000 Penalty: 3926.356934
	Iteration 13Q: 3 clusters Score -1.912956e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175556 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19129618.000000 Penalty: 3926.356934
	Iteration 14Q: 3 clusters Score -1.912962e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175598 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -19129644.000000 Penalty: 3926.356934
	Iteration 15Q: 3 clusters Score -1.912964e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175634 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -19129672.000000 Penalty: 3926.356934
	Iteration 16Q: 3 clusters Score -1.912967e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175667 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19129666.000000 Penalty: 3926.356934
	Iteration 17Q: 3 clusters Score -1.912967e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19129678.000000 Penalty: 3926.356934
	Iteration 18Q: 3 clusters Score -1.912968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175706 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -19129686.000000 Penalty: 3926.356934
	Iteration 19Q: 3 clusters Score -1.912969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19129690.000000 Penalty: 3926.356934
	Iteration 20F: 3 clusters Score -1.912969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175721 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19129678.000000 Penalty: 3926.356934
	Iteration 21Q: 3 clusters Score -1.912968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19129684.000000 Penalty: 3926.356934
	Iteration 22Q: 3 clusters Score -1.912968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -19129700.000000 Penalty: 3926.356934
	Iteration 23Q: 3 clusters Score -1.91297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19129708.000000 Penalty: 3926.356934
	Iteration 24Q: 3 clusters Score -1.912971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -19129696.000000 Penalty: 3926.356934
	Iteration 25Q: 3 clusters Score -1.91297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19129716.000000 Penalty: 3926.356934
	Iteration 26Q: 3 clusters Score -1.912972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175735 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19129704.000000 Penalty: 3926.356934
	Iteration 27Q: 3 clusters Score -1.91297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175737 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -19129710.000000 Penalty: 3926.356934
	Iteration 28Q: 3 clusters Score -1.912971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175741 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -19129726.000000 Penalty: 3926.356934
	Iteration 29Q: 3 clusters Score -1.912973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175747 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -19129726.000000 Penalty: 3926.356934
	Iteration 30Q: 3 clusters Score -1.912973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175750 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -19129714.000000 Penalty: 3926.356934
	Iteration 31Q: 3 clusters Score -1.912971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175750 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -19129730.000000 Penalty: 3926.356934
	Iteration 32Q: 3 clusters Score -1.912973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -19129738.000000 Penalty: 3926.356934
	Iteration 33Q: 3 clusters Score -1.912974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -19129728.000000 Penalty: 3926.356934
	Iteration 34Q: 3 clusters Score -1.912973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175754 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19129730.000000 Penalty: 3926.356934
	Iteration 35Q: 3 clusters Score -1.912973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175755 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -19129750.000000 Penalty: 3926.356934
	Iteration 36Q: 3 clusters Score -1.912975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175760 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -19129750.000000 Penalty: 3926.356934
	Iteration 37Q: 3 clusters Score -1.912975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -19129752.000000 Penalty: 3926.356934
	Iteration 38Q: 3 clusters Score -1.912975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175768 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -19129756.000000 Penalty: 3926.356934
	Iteration 39Q: 3 clusters Score -1.912976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175771 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19129752.000000 Penalty: 3926.356934
	Iteration 40F: 3 clusters Score -1.912975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175777 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -19129758.000000 Penalty: 3926.356934
	Iteration 41Q: 3 clusters Score -1.912976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175780 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -19129752.000000 Penalty: 3926.356934
	Iteration 42Q: 3 clusters Score -1.912975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175779 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -19129754.000000 Penalty: 3926.356934
	Iteration 43Q: 3 clusters Score -1.912975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175781 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -19129756.000000 Penalty: 3926.356934
	Iteration 44Q: 3 clusters Score -1.912976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -19129760.000000 Penalty: 3926.356934
	Iteration 45Q: 3 clusters Score -1.912976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175785 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -19129770.000000 Penalty: 3926.356934
	Iteration 46Q: 3 clusters Score -1.912977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175787 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -19129768.000000 Penalty: 3926.356934
	Iteration 47Q: 3 clusters Score -1.912977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175788 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19129770.000000 Penalty: 3926.356934
	Iteration 48Q: 3 clusters Score -1.912977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175788 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19129770.000000 Penalty: 3926.356934
	Iteration 49F: 3 clusters Score -1.912977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Entering Unmasked Estep 
Score: -4346465.500000 Penalty: 1725.278564
	Iteration 0F: 2 clusters Score -4346466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4319158.500000 Penalty: 3450.557129
	Iteration 0F: 3 clusters Score -4319158 nChanged 19109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4330013.000000 Penalty: 3450.557129
	Iteration 1F: 3 clusters Score -4330013 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4330591.000000 Penalty: 3450.557129
	Iteration 2Q: 3 clusters Score -4330591 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -4331360.000000 Penalty: 3450.557129
	Iteration 3Q: 3 clusters Score -4331360 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4332441.000000 Penalty: 3450.557129
	Iteration 4F: 3 clusters Score -4332441 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -4334042.500000 Penalty: 3450.557129
	Iteration 5F: 3 clusters Score -4334042 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -4336204.500000 Penalty: 3450.557129
	Iteration 6F: 3 clusters Score -4336204 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4338709.000000 Penalty: 3450.557129
	Iteration 7F: 3 clusters Score -4338709 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -4341103.000000 Penalty: 3450.557129
	Iteration 8F: 3 clusters Score -4341103 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4342919.000000 Penalty: 3450.557129
	Iteration 9Q: 3 clusters Score -4342919 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4343985.000000 Penalty: 3450.557129
	Iteration 10Q: 3 clusters Score -4343985 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4344499.500000 Penalty: 3450.557129
	Iteration 11Q: 3 clusters Score -4344500 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4344832.500000 Penalty: 3450.557129
	Iteration 12Q: 3 clusters Score -4344832 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4344995.500000 Penalty: 3450.557129
	Iteration 13Q: 3 clusters Score -4344996 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4345085.500000 Penalty: 3450.557129
	Iteration 14Q: 3 clusters Score -4345086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4345146.500000 Penalty: 3450.557129
	Iteration 15Q: 3 clusters Score -4345146 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4345182.000000 Penalty: 3450.557129
	Iteration 16Q: 3 clusters Score -4345182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4345216.500000 Penalty: 3450.557129
	Iteration 17Q: 3 clusters Score -4345216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4345238.500000 Penalty: 3450.557129
	Iteration 18Q: 3 clusters Score -4345238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4345255.000000 Penalty: 3450.557129
	Iteration 19Q: 3 clusters Score -4345255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4345279.500000 Penalty: 3450.557129
	Iteration 20F: 3 clusters Score -4345280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4345288.000000 Penalty: 3450.557129
	Iteration 21Q: 3 clusters Score -4345288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4345301.500000 Penalty: 3450.557129
	Iteration 22Q: 3 clusters Score -4345302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4345312.000000 Penalty: 3450.557129
	Iteration 23Q: 3 clusters Score -4345312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4345331.500000 Penalty: 3450.557129
	Iteration 24Q: 3 clusters Score -4345332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4345343.000000 Penalty: 3450.557129
	Iteration 25Q: 3 clusters Score -4345343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4345354.000000 Penalty: 3450.557129
	Iteration 26Q: 3 clusters Score -4345354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4345358.000000 Penalty: 3450.557129
	Iteration 27Q: 3 clusters Score -4345358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4345362.000000 Penalty: 3450.557129
	Iteration 28Q: 3 clusters Score -4345362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4345364.000000 Penalty: 3450.557129
	Iteration 29Q: 3 clusters Score -4345364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4345362.500000 Penalty: 3450.557129
	Iteration 30Q: 3 clusters Score -4345362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4345362.000000 Penalty: 3450.557129
	Iteration 31Q: 3 clusters Score -4345362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4345362.000000 Penalty: 3450.557129
	Iteration 32F: 3 clusters Score -4345362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Entering Unmasked Estep 
Score: -7186813.500000 Penalty: 1802.568970
	Iteration 0F: 2 clusters Score -7186814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -7142779.000000 Penalty: 3605.137939
	Iteration 0F: 3 clusters Score -7142779 nChanged 31111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -7160340.500000 Penalty: 3605.137939
	Iteration 1F: 3 clusters Score -7160340 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -7160964.000000 Penalty: 3605.137939
	Iteration 2Q: 3 clusters Score -7160964 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -7161674.000000 Penalty: 3605.137939
	Iteration 3Q: 3 clusters Score -7161674 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -7162920.000000 Penalty: 3605.137939
	Iteration 4Q: 3 clusters Score -7162920 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -7164540.000000 Penalty: 3605.137939
	Iteration 5Q: 3 clusters Score -7164540 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -7166749.500000 Penalty: 3605.137939
	Iteration 6F: 3 clusters Score -7166750 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -7169717.000000 Penalty: 3605.137939
	Iteration 7F: 3 clusters Score -7169717 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -7173034.000000 Penalty: 3605.137939
	Iteration 8F: 3 clusters Score -7173034 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -7175621.500000 Penalty: 3605.137939
	Iteration 9F: 3 clusters Score -7175622 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7176856.500000 Penalty: 3605.137939
	Iteration 10Q: 3 clusters Score -7176856 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7177283.000000 Penalty: 3605.137939
	Iteration 11Q: 3 clusters Score -7177283 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -7177544.000000 Penalty: 3605.137939
	Iteration 12Q: 3 clusters Score -7177544 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -7177692.000000 Penalty: 3605.137939
	Iteration 13Q: 3 clusters Score -7177692 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -7177942.000000 Penalty: 3605.137939
	Iteration 14Q: 3 clusters Score -7177942 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -7178166.000000 Penalty: 3605.137939
	Iteration 15Q: 3 clusters Score -7178166 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -7178392.000000 Penalty: 3605.137939
	Iteration 16Q: 3 clusters Score -7178392 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7178638.000000 Penalty: 3605.137939
	Iteration 17Q: 3 clusters Score -7178638 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -7178889.500000 Penalty: 3605.137939
	Iteration 18Q: 3 clusters Score -7178890 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -7179050.500000 Penalty: 3605.137939
	Iteration 19Q: 3 clusters Score -7179050 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -7179208.000000 Penalty: 3605.137939
	Iteration 20F: 3 clusters Score -7179208 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7179386.500000 Penalty: 3605.137939
	Iteration 21Q: 3 clusters Score -7179386 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -7179498.000000 Penalty: 3605.137939
	Iteration 22Q: 3 clusters Score -7179498 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -7179613.000000 Penalty: 3605.137939
	Iteration 23Q: 3 clusters Score -7179613 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -7179795.500000 Penalty: 3605.137939
	Iteration 24Q: 3 clusters Score -7179796 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -7179851.500000 Penalty: 3605.137939
	Iteration 25Q: 3 clusters Score -7179852 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -7179970.500000 Penalty: 3605.137939
	Iteration 26Q: 3 clusters Score -7179970 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -7180062.000000 Penalty: 3605.137939
	Iteration 27Q: 3 clusters Score -7180062 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -7180183.500000 Penalty: 3605.137939
	Iteration 28Q: 3 clusters Score -7180184 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -7180292.000000 Penalty: 3605.137939
	Iteration 29Q: 3 clusters Score -7180292 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -7180434.000000 Penalty: 3605.137939
	Iteration 30Q: 3 clusters Score -7180434 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -7180586.000000 Penalty: 3605.137939
	Iteration 31Q: 3 clusters Score -7180586 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -7180749.500000 Penalty: 3605.137939
	Iteration 32Q: 3 clusters Score -7180750 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -7180875.500000 Penalty: 3605.137939
	Iteration 33Q: 3 clusters Score -7180876 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -7181044.000000 Penalty: 3605.137939
	Iteration 34Q: 3 clusters Score -7181044 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -7181172.500000 Penalty: 3605.137939
	Iteration 35Q: 3 clusters Score -7181172 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -7181322.000000 Penalty: 3605.137939
	Iteration 36Q: 3 clusters Score -7181322 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -7181411.000000 Penalty: 3605.137939
	Iteration 37Q: 3 clusters Score -7181411 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -7181555.000000 Penalty: 3605.137939
	Iteration 38Q: 3 clusters Score -7181555 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -7181760.500000 Penalty: 3605.137939
	Iteration 39Q: 3 clusters Score -7181760 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -7181916.500000 Penalty: 3605.137939
	Iteration 40F: 3 clusters Score -7181916 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -7182125.000000 Penalty: 3605.137939
	Iteration 41Q: 3 clusters Score -7182125 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -7182361.000000 Penalty: 3605.137939
	Iteration 42Q: 3 clusters Score -7182361 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -7182558.000000 Penalty: 3605.137939
	Iteration 43Q: 3 clusters Score -7182558 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -7182789.500000 Penalty: 3605.137939
	Iteration 44Q: 3 clusters Score -7182790 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -7182979.500000 Penalty: 3605.137939
	Iteration 45Q: 3 clusters Score -7182980 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -7183198.500000 Penalty: 3605.137939
	Iteration 46Q: 3 clusters Score -7183198 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -7183392.000000 Penalty: 3605.137939
	Iteration 47Q: 3 clusters Score -7183392 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -7183587.500000 Penalty: 3605.137939
	Iteration 48Q: 3 clusters Score -7183588 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -7183734.500000 Penalty: 3605.137939
	Iteration 49Q: 3 clusters Score -7183734 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -7183922.500000 Penalty: 3605.137939
	Iteration 50Q: 3 clusters Score -7183922 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -7184092.000000 Penalty: 3605.137939
	Iteration 51Q: 3 clusters Score -7184092 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -7184232.500000 Penalty: 3605.137939
	Iteration 52Q: 3 clusters Score -7184232 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -7184342.500000 Penalty: 3605.137939
	Iteration 53Q: 3 clusters Score -7184342 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -7184486.500000 Penalty: 3605.137939
	Iteration 54Q: 3 clusters Score -7184486 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -7184619.000000 Penalty: 3605.137939
	Iteration 55Q: 3 clusters Score -7184619 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -7184721.000000 Penalty: 3605.137939
	Iteration 56Q: 3 clusters Score -7184721 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -7184834.500000 Penalty: 3605.137939
	Iteration 57Q: 3 clusters Score -7184834 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -7184921.000000 Penalty: 3605.137939
	Iteration 58Q: 3 clusters Score -7184921 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -7184999.000000 Penalty: 3605.137939
	Iteration 59Q: 3 clusters Score -7184999 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -7185021.500000 Penalty: 3605.137939
	Iteration 60F: 3 clusters Score -7185022 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -7185078.500000 Penalty: 3605.137939
	Iteration 61Q: 3 clusters Score -7185078 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -7185097.000000 Penalty: 3605.137939
	Iteration 62Q: 3 clusters Score -7185097 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -7185142.000000 Penalty: 3605.137939
	Iteration 63Q: 3 clusters Score -7185142 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -7185163.000000 Penalty: 3605.137939
	Iteration 64Q: 3 clusters Score -7185163 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -7185196.500000 Penalty: 3605.137939
	Iteration 65Q: 3 clusters Score -7185196 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -7185235.000000 Penalty: 3605.137939
	Iteration 66Q: 3 clusters Score -7185235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -7185259.500000 Penalty: 3605.137939
	Iteration 67Q: 3 clusters Score -7185260 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -7185282.500000 Penalty: 3605.137939
	Iteration 68Q: 3 clusters Score -7185282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -7185304.500000 Penalty: 3605.137939
	Iteration 69Q: 3 clusters Score -7185304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -7185331.500000 Penalty: 3605.137939
	Iteration 70Q: 3 clusters Score -7185332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -7185336.000000 Penalty: 3605.137939
	Iteration 71Q: 3 clusters Score -7185336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -7185346.500000 Penalty: 3605.137939
	Iteration 72Q: 3 clusters Score -7185346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -7185367.500000 Penalty: 3605.137939
	Iteration 73Q: 3 clusters Score -7185368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -7185394.000000 Penalty: 3605.137939
	Iteration 74Q: 3 clusters Score -7185394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -7185402.500000 Penalty: 3605.137939
	Iteration 75Q: 3 clusters Score -7185402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -7185414.500000 Penalty: 3605.137939
	Iteration 76Q: 3 clusters Score -7185414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -7185417.000000 Penalty: 3605.137939
	Iteration 77Q: 3 clusters Score -7185417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -7185439.500000 Penalty: 3605.137939
	Iteration 78Q: 3 clusters Score -7185440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -7185452.500000 Penalty: 3605.137939
	Iteration 79Q: 3 clusters Score -7185452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -7185455.500000 Penalty: 3605.137939
	Iteration 80F: 3 clusters Score -7185456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -7185470.500000 Penalty: 3605.137939
	Iteration 81Q: 3 clusters Score -7185470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -7185464.500000 Penalty: 3605.137939
	Iteration 82Q: 3 clusters Score -7185464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -7185468.500000 Penalty: 3605.137939
	Iteration 83Q: 3 clusters Score -7185468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -7185464.500000 Penalty: 3605.137939
	Iteration 84Q: 3 clusters Score -7185464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -7185469.500000 Penalty: 3605.137939
	Iteration 85Q: 3 clusters Score -7185470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -7185469.500000 Penalty: 3605.137939
	Iteration 86Q: 3 clusters Score -7185470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -7185476.500000 Penalty: 3605.137939
	Iteration 87Q: 3 clusters Score -7185476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -7185470.500000 Penalty: 3605.137939
	Iteration 88Q: 3 clusters Score -7185470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -7185475.000000 Penalty: 3605.137939
	Iteration 89Q: 3 clusters Score -7185475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -7185474.000000 Penalty: 3605.137939
	Iteration 90Q: 3 clusters Score -7185474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -7185472.000000 Penalty: 3605.137939
	Iteration 91Q: 3 clusters Score -7185472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -7185470.500000 Penalty: 3605.137939
	Iteration 92Q: 3 clusters Score -7185470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -7185470.000000 Penalty: 3605.137939
	Iteration 93Q: 3 clusters Score -7185470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -7185473.000000 Penalty: 3605.137939
	Iteration 94Q: 3 clusters Score -7185473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -7185478.500000 Penalty: 3605.137939
	Iteration 95Q: 3 clusters Score -7185478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -7185475.000000 Penalty: 3605.137939
	Iteration 96Q: 3 clusters Score -7185475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -7185475.000000 Penalty: 3605.137939
	Iteration 97F: 3 clusters Score -7185475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Entering Unmasked Estep 
Score: -5153823.500000 Penalty: 1747.785278
	Iteration 0F: 2 clusters Score -5153824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5122394.000000 Penalty: 3495.570557
	Iteration 0F: 3 clusters Score -5122394 nChanged 22026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5134567.000000 Penalty: 3495.570557
	Iteration 1F: 3 clusters Score -5134567 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5134893.500000 Penalty: 3495.570557
	Iteration 2Q: 3 clusters Score -5134894 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5135295.000000 Penalty: 3495.570557
	Iteration 3Q: 3 clusters Score -5135295 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -5135695.000000 Penalty: 3495.570557
	Iteration 4Q: 3 clusters Score -5135695 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -5136203.000000 Penalty: 3495.570557
	Iteration 5Q: 3 clusters Score -5136203 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5136963.000000 Penalty: 3495.570557
	Iteration 6Q: 3 clusters Score -5136963 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -5138094.500000 Penalty: 3495.570557
	Iteration 7Q: 3 clusters Score -5138094 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -5139774.500000 Penalty: 3495.570557
	Iteration 8F: 3 clusters Score -5139774 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -5142043.500000 Penalty: 3495.570557
	Iteration 9F: 3 clusters Score -5142044 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -5144637.500000 Penalty: 3495.570557
	Iteration 10F: 3 clusters Score -5144638 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -5147064.500000 Penalty: 3495.570557
	Iteration 11F: 3 clusters Score -5147064 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -5148684.500000 Penalty: 3495.570557
	Iteration 12Q: 3 clusters Score -5148684 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5149706.000000 Penalty: 3495.570557
	Iteration 13Q: 3 clusters Score -5149706 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5150352.000000 Penalty: 3495.570557
	Iteration 14Q: 3 clusters Score -5150352 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5150791.500000 Penalty: 3495.570557
	Iteration 15Q: 3 clusters Score -5150792 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5151093.000000 Penalty: 3495.570557
	Iteration 16Q: 3 clusters Score -5151093 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5151370.500000 Penalty: 3495.570557
	Iteration 17Q: 3 clusters Score -5151370 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5151612.000000 Penalty: 3495.570557
	Iteration 18Q: 3 clusters Score -5151612 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5151808.000000 Penalty: 3495.570557
	Iteration 19Q: 3 clusters Score -5151808 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5151919.500000 Penalty: 3495.570557
	Iteration 20F: 3 clusters Score -5151920 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5152003.500000 Penalty: 3495.570557
	Iteration 21Q: 3 clusters Score -5152004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5152072.000000 Penalty: 3495.570557
	Iteration 22Q: 3 clusters Score -5152072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5152110.500000 Penalty: 3495.570557
	Iteration 23Q: 3 clusters Score -5152110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5152133.500000 Penalty: 3495.570557
	Iteration 24Q: 3 clusters Score -5152134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5152173.500000 Penalty: 3495.570557
	Iteration 25Q: 3 clusters Score -5152174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5152199.500000 Penalty: 3495.570557
	Iteration 26Q: 3 clusters Score -5152200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5152217.000000 Penalty: 3495.570557
	Iteration 27Q: 3 clusters Score -5152217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5152241.500000 Penalty: 3495.570557
	Iteration 28Q: 3 clusters Score -5152242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5152260.500000 Penalty: 3495.570557
	Iteration 29Q: 3 clusters Score -5152260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5152270.500000 Penalty: 3495.570557
	Iteration 30Q: 3 clusters Score -5152270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5152274.000000 Penalty: 3495.570557
	Iteration 31Q: 3 clusters Score -5152274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5152282.500000 Penalty: 3495.570557
	Iteration 32Q: 3 clusters Score -5152282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5152288.000000 Penalty: 3495.570557
	Iteration 33Q: 3 clusters Score -5152288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5152303.500000 Penalty: 3495.570557
	Iteration 34Q: 3 clusters Score -5152304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5152317.000000 Penalty: 3495.570557
	Iteration 35Q: 3 clusters Score -5152317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5152331.000000 Penalty: 3495.570557
	Iteration 36Q: 3 clusters Score -5152331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5152340.500000 Penalty: 3495.570557
	Iteration 37Q: 3 clusters Score -5152340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5152346.000000 Penalty: 3495.570557
	Iteration 38Q: 3 clusters Score -5152346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5152347.500000 Penalty: 3495.570557
	Iteration 39Q: 3 clusters Score -5152348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5152345.500000 Penalty: 3495.570557
	Iteration 40F: 3 clusters Score -5152346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5152343.500000 Penalty: 3495.570557
	Iteration 41Q: 3 clusters Score -5152344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5152354.000000 Penalty: 3495.570557
	Iteration 42Q: 3 clusters Score -5152354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5152354.500000 Penalty: 3495.570557
	Iteration 43Q: 3 clusters Score -5152354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5152356.500000 Penalty: 3495.570557
	Iteration 44Q: 3 clusters Score -5152356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5152358.500000 Penalty: 3495.570557
	Iteration 45Q: 3 clusters Score -5152358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5152358.500000 Penalty: 3495.570557
	Iteration 46F: 3 clusters Score -5152358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -70570.382812 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -70570.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69362.453125 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -69362.45 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69517.390625 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -69517.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69574.320312 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -69574.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69595.875000 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -69595.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69611.445312 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -69611.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69622.679688 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -69622.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69633.875000 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -69633.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69640.085938 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -69640.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69644.585938 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -69644.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69645.093750 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -69645.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69645.093750 Penalty: 2123.481201
	Iteration 10F: 3 clusters Score -69645.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (173518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173518 members 
Entering Unmasked Estep 
Score: -18782296.000000 Penalty: 1960.405884
	Iteration 0F: 2 clusters Score -1.87823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -18667198.000000 Penalty: 3920.811768
	Iteration 0F: 3 clusters Score -1.86672e+07 nChanged 83748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -18716964.000000 Penalty: 3920.811768
	Iteration 1F: 3 clusters Score -1.871696e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -18718920.000000 Penalty: 3920.811768
	Iteration 2Q: 3 clusters Score -1.871892e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -18722260.000000 Penalty: 3920.811768
	Iteration 3Q: 3 clusters Score -1.872226e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -18726586.000000 Penalty: 3920.811768
	Iteration 4Q: 3 clusters Score -1.872659e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -18732924.000000 Penalty: 3920.811768
	Iteration 5F: 3 clusters Score -1.873292e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 118055 members 
Entering Unmasked Estep 
Score: -18740800.000000 Penalty: 3920.811768
	Iteration 6F: 3 clusters Score -1.87408e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -18749268.000000 Penalty: 3920.811768
	Iteration 7F: 3 clusters Score -1.874927e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 135018 members 
Entering Unmasked Estep 
Score: -18756536.000000 Penalty: 3920.811768
	Iteration 8F: 3 clusters Score -1.875654e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 141657 members 
Entering Unmasked Estep 
Score: -18761890.000000 Penalty: 3920.811768
	Iteration 9Q: 3 clusters Score -1.876189e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 147067 members 
Entering Unmasked Estep 
Score: -18765674.000000 Penalty: 3920.811768
	Iteration 10Q: 3 clusters Score -1.876567e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 151488 members 
Entering Unmasked Estep 
Score: -18768428.000000 Penalty: 3920.811768
	Iteration 11Q: 3 clusters Score -1.876843e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 155289 members 
Entering Unmasked Estep 
Score: -18770604.000000 Penalty: 3920.811768
	Iteration 12Q: 3 clusters Score -1.87706e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -18772232.000000 Penalty: 3920.811768
	Iteration 13Q: 3 clusters Score -1.877223e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 161398 members 
Entering Unmasked Estep 
Score: -18773702.000000 Penalty: 3920.811768
	Iteration 14Q: 3 clusters Score -1.87737e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 163831 members 
Entering Unmasked Estep 
Score: -18775028.000000 Penalty: 3920.811768
	Iteration 15Q: 3 clusters Score -1.877503e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -18776416.000000 Penalty: 3920.811768
	Iteration 16Q: 3 clusters Score -1.877642e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -18777464.000000 Penalty: 3920.811768
	Iteration 17Q: 3 clusters Score -1.877746e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 168917 members 
Entering Unmasked Estep 
Score: -18778256.000000 Penalty: 3920.811768
	Iteration 18Q: 3 clusters Score -1.877826e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 170004 members 
Entering Unmasked Estep 
Score: -18778922.000000 Penalty: 3920.811768
	Iteration 19Q: 3 clusters Score -1.877892e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 170803 members 
Entering Unmasked Estep 
Score: -18779474.000000 Penalty: 3920.811768
	Iteration 20F: 3 clusters Score -1.877947e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 171392 members 
Entering Unmasked Estep 
Score: -18779872.000000 Penalty: 3920.811768
	Iteration 21Q: 3 clusters Score -1.877987e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 171813 members 
Entering Unmasked Estep 
Score: -18780040.000000 Penalty: 3920.811768
	Iteration 22Q: 3 clusters Score -1.878004e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 172093 members 
Entering Unmasked Estep 
Score: -18780174.000000 Penalty: 3920.811768
	Iteration 23Q: 3 clusters Score -1.878017e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 172298 members 
Entering Unmasked Estep 
Score: -18780314.000000 Penalty: 3920.811768
	Iteration 24Q: 3 clusters Score -1.878031e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
Score: -18780408.000000 Penalty: 3920.811768
	Iteration 25Q: 3 clusters Score -1.878041e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 172544 members 
Entering Unmasked Estep 
Score: -18780460.000000 Penalty: 3920.811768
	Iteration 26Q: 3 clusters Score -1.878046e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 172629 members 
Entering Unmasked Estep 
Score: -18780538.000000 Penalty: 3920.811768
	Iteration 27Q: 3 clusters Score -1.878054e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 172690 members 
Entering Unmasked Estep 
Score: -18780558.000000 Penalty: 3920.811768
	Iteration 28Q: 3 clusters Score -1.878056e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 172737 members 
Entering Unmasked Estep 
Score: -18780586.000000 Penalty: 3920.811768
	Iteration 29Q: 3 clusters Score -1.878059e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 172765 members 
Entering Unmasked Estep 
Score: -18780602.000000 Penalty: 3920.811768
	Iteration 30Q: 3 clusters Score -1.87806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -18780598.000000 Penalty: 3920.811768
	Iteration 31Q: 3 clusters Score -1.87806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -18780620.000000 Penalty: 3920.811768
	Iteration 32Q: 3 clusters Score -1.878062e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 172842 members 
Entering Unmasked Estep 
Score: -18780620.000000 Penalty: 3920.811768
	Iteration 33Q: 3 clusters Score -1.878062e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 172868 members 
Entering Unmasked Estep 
Score: -18780636.000000 Penalty: 3920.811768
	Iteration 34Q: 3 clusters Score -1.878064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -18780644.000000 Penalty: 3920.811768
	Iteration 35Q: 3 clusters Score -1.878064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 172897 members 
Entering Unmasked Estep 
Score: -18780648.000000 Penalty: 3920.811768
	Iteration 36Q: 3 clusters Score -1.878065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 172906 members 
Entering Unmasked Estep 
Score: -18780656.000000 Penalty: 3920.811768
	Iteration 37Q: 3 clusters Score -1.878066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -18780660.000000 Penalty: 3920.811768
	Iteration 38Q: 3 clusters Score -1.878066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -18780664.000000 Penalty: 3920.811768
	Iteration 39Q: 3 clusters Score -1.878066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -18780670.000000 Penalty: 3920.811768
	Iteration 40F: 3 clusters Score -1.878067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 172922 members 
Entering Unmasked Estep 
Score: -18780672.000000 Penalty: 3920.811768
	Iteration 41Q: 3 clusters Score -1.878067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 172924 members 
Entering Unmasked Estep 
Score: -18780668.000000 Penalty: 3920.811768
	Iteration 42Q: 3 clusters Score -1.878067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 172926 members 
Entering Unmasked Estep 
Score: -18780678.000000 Penalty: 3920.811768
	Iteration 43Q: 3 clusters Score -1.878068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 172928 members 
Entering Unmasked Estep 
Score: -18780676.000000 Penalty: 3920.811768
	Iteration 44Q: 3 clusters Score -1.878068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 172932 members 
Entering Unmasked Estep 
Score: -18780678.000000 Penalty: 3920.811768
	Iteration 45Q: 3 clusters Score -1.878068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 172935 members 
Entering Unmasked Estep 
Score: -18780678.000000 Penalty: 3920.811768
	Iteration 46Q: 3 clusters Score -1.878068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 172940 members 
Entering Unmasked Estep 
Score: -18780672.000000 Penalty: 3920.811768
	Iteration 47Q: 3 clusters Score -1.878067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -18780674.000000 Penalty: 3920.811768
	Iteration 48Q: 3 clusters Score -1.878067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -18780676.000000 Penalty: 3920.811768
	Iteration 49Q: 3 clusters Score -1.878068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 172946 members 
Entering Unmasked Estep 
Score: -18780678.000000 Penalty: 3920.811768
	Iteration 50Q: 3 clusters Score -1.878068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -18780682.000000 Penalty: 3920.811768
	Iteration 51Q: 3 clusters Score -1.878068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -18780682.000000 Penalty: 3920.811768
	Iteration 52F: 3 clusters Score -1.878068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Entering Unmasked Estep 
Score: -562072.500000 Penalty: 1393.481934
	Iteration 0F: 2 clusters Score -562072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -557898.625000 Penalty: 2786.963867
	Iteration 0F: 3 clusters Score -557898.6 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -559139.000000 Penalty: 2786.963867
	Iteration 1F: 3 clusters Score -559139 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -559419.625000 Penalty: 2786.963867
	Iteration 2F: 3 clusters Score -559419.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -559651.250000 Penalty: 2786.963867
	Iteration 3F: 3 clusters Score -559651.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -559892.125000 Penalty: 2786.963867
	Iteration 4F: 3 clusters Score -559892.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -560077.062500 Penalty: 2786.963867
	Iteration 5F: 3 clusters Score -560077.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -560201.125000 Penalty: 2786.963867
	Iteration 6Q: 3 clusters Score -560201.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -560306.937500 Penalty: 2786.963867
	Iteration 7Q: 3 clusters Score -560306.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -560403.125000 Penalty: 2786.963867
	Iteration 8Q: 3 clusters Score -560403.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -560463.062500 Penalty: 2786.963867
	Iteration 9Q: 3 clusters Score -560463.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -560515.937500 Penalty: 2786.963867
	Iteration 10Q: 3 clusters Score -560515.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -560558.125000 Penalty: 2786.963867
	Iteration 11Q: 3 clusters Score -560558.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -560594.625000 Penalty: 2786.963867
	Iteration 12Q: 3 clusters Score -560594.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -560615.625000 Penalty: 2786.963867
	Iteration 13Q: 3 clusters Score -560615.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -560628.937500 Penalty: 2786.963867
	Iteration 14Q: 3 clusters Score -560628.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -560639.937500 Penalty: 2786.963867
	Iteration 15Q: 3 clusters Score -560639.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -560650.437500 Penalty: 2786.963867
	Iteration 16Q: 3 clusters Score -560650.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -560660.000000 Penalty: 2786.963867
	Iteration 17Q: 3 clusters Score -560660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -560671.312500 Penalty: 2786.963867
	Iteration 18Q: 3 clusters Score -560671.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -560682.937500 Penalty: 2786.963867
	Iteration 19Q: 3 clusters Score -560682.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -560691.437500 Penalty: 2786.963867
	Iteration 20F: 3 clusters Score -560691.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -560696.187500 Penalty: 2786.963867
	Iteration 21Q: 3 clusters Score -560696.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -560700.125000 Penalty: 2786.963867
	Iteration 22Q: 3 clusters Score -560700.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -560701.625000 Penalty: 2786.963867
	Iteration 23Q: 3 clusters Score -560701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -560701.500000 Penalty: 2786.963867
	Iteration 24Q: 3 clusters Score -560701.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -560704.375000 Penalty: 2786.963867
	Iteration 25Q: 3 clusters Score -560704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -560704.062500 Penalty: 2786.963867
	Iteration 26Q: 3 clusters Score -560704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -560703.750000 Penalty: 2786.963867
	Iteration 27Q: 3 clusters Score -560703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -560704.312500 Penalty: 2786.963867
	Iteration 28Q: 3 clusters Score -560704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -560704.312500 Penalty: 2786.963867
	Iteration 29F: 3 clusters Score -560704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Entering Unmasked Estep 
Score: -3803922.750000 Penalty: 1698.635132
	Iteration 0F: 2 clusters Score -3803923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3780578.250000 Penalty: 3397.270264
	Iteration 0F: 3 clusters Score -3780578 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3789541.500000 Penalty: 3397.270264
	Iteration 1F: 3 clusters Score -3789542 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3790016.750000 Penalty: 3397.270264
	Iteration 2Q: 3 clusters Score -3790017 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3790656.250000 Penalty: 3397.270264
	Iteration 3Q: 3 clusters Score -3790656 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3791570.750000 Penalty: 3397.270264
	Iteration 4F: 3 clusters Score -3791571 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3793115.000000 Penalty: 3397.270264
	Iteration 5F: 3 clusters Score -3793115 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3795325.750000 Penalty: 3397.270264
	Iteration 6F: 3 clusters Score -3795326 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3797955.250000 Penalty: 3397.270264
	Iteration 7F: 3 clusters Score -3797955 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3800095.250000 Penalty: 3397.270264
	Iteration 8F: 3 clusters Score -3800095 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3801399.000000 Penalty: 3397.270264
	Iteration 9Q: 3 clusters Score -3801399 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3802026.750000 Penalty: 3397.270264
	Iteration 10Q: 3 clusters Score -3802027 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3802258.500000 Penalty: 3397.270264
	Iteration 11Q: 3 clusters Score -3802258 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3802362.250000 Penalty: 3397.270264
	Iteration 12Q: 3 clusters Score -3802362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3802418.250000 Penalty: 3397.270264
	Iteration 13Q: 3 clusters Score -3802418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3802450.750000 Penalty: 3397.270264
	Iteration 14Q: 3 clusters Score -3802451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3802468.250000 Penalty: 3397.270264
	Iteration 15Q: 3 clusters Score -3802468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3802476.500000 Penalty: 3397.270264
	Iteration 16Q: 3 clusters Score -3802476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3802475.250000 Penalty: 3397.270264
	Iteration 17Q: 3 clusters Score -3802475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3802488.250000 Penalty: 3397.270264
	Iteration 18Q: 3 clusters Score -3802488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3802488.000000 Penalty: 3397.270264
	Iteration 19Q: 3 clusters Score -3802488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3802495.250000 Penalty: 3397.270264
	Iteration 20F: 3 clusters Score -3802495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3802500.250000 Penalty: 3397.270264
	Iteration 21Q: 3 clusters Score -3802500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3802502.000000 Penalty: 3397.270264
	Iteration 22Q: 3 clusters Score -3802502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3802513.000000 Penalty: 3397.270264
	Iteration 23Q: 3 clusters Score -3802513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3802516.000000 Penalty: 3397.270264
	Iteration 24Q: 3 clusters Score -3802516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3802514.000000 Penalty: 3397.270264
	Iteration 25Q: 3 clusters Score -3802514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3802518.750000 Penalty: 3397.270264
	Iteration 26Q: 3 clusters Score -3802519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3802520.500000 Penalty: 3397.270264
	Iteration 27Q: 3 clusters Score -3802520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3802520.750000 Penalty: 3397.270264
	Iteration 28Q: 3 clusters Score -3802521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3802531.750000 Penalty: 3397.270264
	Iteration 29Q: 3 clusters Score -3802532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3802530.500000 Penalty: 3397.270264
	Iteration 30Q: 3 clusters Score -3802530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3802525.250000 Penalty: 3397.270264
	Iteration 31Q: 3 clusters Score -3802525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3802525.750000 Penalty: 3397.270264
	Iteration 32Q: 3 clusters Score -3802526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3802525.250000 Penalty: 3397.270264
	Iteration 33Q: 3 clusters Score -3802525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3802523.500000 Penalty: 3397.270264
	Iteration 34Q: 3 clusters Score -3802524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3802528.500000 Penalty: 3397.270264
	Iteration 35Q: 3 clusters Score -3802528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3802529.000000 Penalty: 3397.270264
	Iteration 36Q: 3 clusters Score -3802529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3802531.500000 Penalty: 3397.270264
	Iteration 37Q: 3 clusters Score -3802532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3802531.500000 Penalty: 3397.270264
	Iteration 38F: 3 clusters Score -3802532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -463256.968750 Penalty: 1368.074219
	Iteration 0F: 2 clusters Score -463257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -459649.218750 Penalty: 2736.148438
	Iteration 0F: 3 clusters Score -459649.2 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -461008.000000 Penalty: 2736.148438
	Iteration 1F: 3 clusters Score -461008 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -461444.781250 Penalty: 2736.148438
	Iteration 2F: 3 clusters Score -461444.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -461882.031250 Penalty: 2736.148438
	Iteration 3F: 3 clusters Score -461882 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -462249.218750 Penalty: 2736.148438
	Iteration 4F: 3 clusters Score -462249.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -462517.500000 Penalty: 2736.148438
	Iteration 5F: 3 clusters Score -462517.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -462663.093750 Penalty: 2736.148438
	Iteration 6Q: 3 clusters Score -462663.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -462742.937500 Penalty: 2736.148438
	Iteration 7Q: 3 clusters Score -462742.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -462787.437500 Penalty: 2736.148438
	Iteration 8Q: 3 clusters Score -462787.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -462814.562500 Penalty: 2736.148438
	Iteration 9Q: 3 clusters Score -462814.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -462831.687500 Penalty: 2736.148438
	Iteration 10Q: 3 clusters Score -462831.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -462847.843750 Penalty: 2736.148438
	Iteration 11Q: 3 clusters Score -462847.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -462859.437500 Penalty: 2736.148438
	Iteration 12Q: 3 clusters Score -462859.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -462867.750000 Penalty: 2736.148438
	Iteration 13Q: 3 clusters Score -462867.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -462875.562500 Penalty: 2736.148438
	Iteration 14Q: 3 clusters Score -462875.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -462886.781250 Penalty: 2736.148438
	Iteration 15Q: 3 clusters Score -462886.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -462897.718750 Penalty: 2736.148438
	Iteration 16Q: 3 clusters Score -462897.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -462904.343750 Penalty: 2736.148438
	Iteration 17Q: 3 clusters Score -462904.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -462910.750000 Penalty: 2736.148438
	Iteration 18Q: 3 clusters Score -462910.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -462916.531250 Penalty: 2736.148438
	Iteration 19Q: 3 clusters Score -462916.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -462925.375000 Penalty: 2736.148438
	Iteration 20F: 3 clusters Score -462925.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -462934.218750 Penalty: 2736.148438
	Iteration 21Q: 3 clusters Score -462934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -462937.093750 Penalty: 2736.148438
	Iteration 22Q: 3 clusters Score -462937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -462941.156250 Penalty: 2736.148438
	Iteration 23Q: 3 clusters Score -462941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -462944.781250 Penalty: 2736.148438
	Iteration 24Q: 3 clusters Score -462944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -462947.531250 Penalty: 2736.148438
	Iteration 25Q: 3 clusters Score -462947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -462950.375000 Penalty: 2736.148438
	Iteration 26Q: 3 clusters Score -462950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -462952.000000 Penalty: 2736.148438
	Iteration 27Q: 3 clusters Score -462952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -462953.625000 Penalty: 2736.148438
	Iteration 28Q: 3 clusters Score -462953.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -462955.875000 Penalty: 2736.148438
	Iteration 29Q: 3 clusters Score -462955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -462958.593750 Penalty: 2736.148438
	Iteration 30Q: 3 clusters Score -462958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -462961.250000 Penalty: 2736.148438
	Iteration 31Q: 3 clusters Score -462961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -462963.000000 Penalty: 2736.148438
	Iteration 32Q: 3 clusters Score -462963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -462963.625000 Penalty: 2736.148438
	Iteration 33Q: 3 clusters Score -462963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -462964.968750 Penalty: 2736.148438
	Iteration 34Q: 3 clusters Score -462965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -462967.375000 Penalty: 2736.148438
	Iteration 35Q: 3 clusters Score -462967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -462970.000000 Penalty: 2736.148438
	Iteration 36Q: 3 clusters Score -462970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -462972.062500 Penalty: 2736.148438
	Iteration 37Q: 3 clusters Score -462972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -462974.093750 Penalty: 2736.148438
	Iteration 38Q: 3 clusters Score -462974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -462974.562500 Penalty: 2736.148438
	Iteration 39Q: 3 clusters Score -462974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -462974.562500 Penalty: 2736.148438
	Iteration 40F: 3 clusters Score -462974.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -291622.468750 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -291622.5 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 1406 members 
Entering Unmasked Estep 
Score: -289055.500000 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -289055.5 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -289822.843750 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -289822.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -290227.187500 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -290227.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -290586.843750 Penalty: 2581.729492
	Iteration 3F: 3 clusters Score -290586.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -290913.062500 Penalty: 2581.729492
	Iteration 4F: 3 clusters Score -290913.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -291218.812500 Penalty: 2581.729492
	Iteration 5F: 3 clusters Score -291218.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -291407.250000 Penalty: 2581.729492
	Iteration 6F: 3 clusters Score -291407.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -291543.968750 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -291544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -291665.093750 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -291665.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -291746.437500 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -291746.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -291831.093750 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -291831.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -291919.968750 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -291920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -291990.750000 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -291990.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -292035.312500 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -292035.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -292055.843750 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -292055.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -292062.625000 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -292062.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -292068.500000 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -292068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -292069.687500 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -292069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -292071.375000 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -292071.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -292072.656250 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -292072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -292072.343750 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -292072.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -292072.718750 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -292072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -292073.187500 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -292073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -292073.250000 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -292073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -292073.593750 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -292073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -292073.593750 Penalty: 2581.729492
	Iteration 25F: 3 clusters Score -292073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72269 members 
Mstep: Class 3 contains 176504 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65692 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173518 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 166763 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48809 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
Score: -93853040.000000 Penalty: 40048.039062
Splitting cluster 12 changes total score from -93853640.000000 to -93853040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (166763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166763 members 
Entering Unmasked Estep 
Score: -18086122.000000 Penalty: 1953.953491
	Iteration 0F: 2 clusters Score -1.808612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -17975062.000000 Penalty: 3907.906982
	Iteration 0F: 3 clusters Score -1.797506e+07 nChanged 80489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -18021688.000000 Penalty: 3907.906982
	Iteration 1F: 3 clusters Score -1.802169e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -18022958.000000 Penalty: 3907.906982
	Iteration 2Q: 3 clusters Score -1.802296e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -18024610.000000 Penalty: 3907.906982
	Iteration 3Q: 3 clusters Score -1.802461e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -18027354.000000 Penalty: 3907.906982
	Iteration 4Q: 3 clusters Score -1.802735e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 107616 members 
Entering Unmasked Estep 
Score: -18032390.000000 Penalty: 3907.906982
	Iteration 5F: 3 clusters Score -1.803239e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 118751 members 
Entering Unmasked Estep 
Score: -18040674.000000 Penalty: 3907.906982
	Iteration 6F: 3 clusters Score -1.804067e+07 nChanged 13446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -18052684.000000 Penalty: 3907.906982
	Iteration 7F: 3 clusters Score -1.805268e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 145107 members 
Entering Unmasked Estep 
Score: -18065202.000000 Penalty: 3907.906982
	Iteration 8F: 3 clusters Score -1.80652e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -18074086.000000 Penalty: 3907.906982
	Iteration 9F: 3 clusters Score -1.807409e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 160386 members 
Entering Unmasked Estep 
Score: -18079150.000000 Penalty: 3907.906982
	Iteration 10Q: 3 clusters Score -1.807915e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 163384 members 
Entering Unmasked Estep 
Score: -18081732.000000 Penalty: 3907.906982
	Iteration 11Q: 3 clusters Score -1.808173e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 164898 members 
Entering Unmasked Estep 
Score: -18083068.000000 Penalty: 3907.906982
	Iteration 12Q: 3 clusters Score -1.808307e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 165621 members 
Entering Unmasked Estep 
Score: -18083650.000000 Penalty: 3907.906982
	Iteration 13Q: 3 clusters Score -1.808365e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 165968 members 
Entering Unmasked Estep 
Score: -18083976.000000 Penalty: 3907.906982
	Iteration 14Q: 3 clusters Score -1.808398e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 166152 members 
Entering Unmasked Estep 
Score: -18084118.000000 Penalty: 3907.906982
	Iteration 15Q: 3 clusters Score -1.808412e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 166246 members 
Entering Unmasked Estep 
Score: -18084234.000000 Penalty: 3907.906982
	Iteration 16Q: 3 clusters Score -1.808423e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 166318 members 
Entering Unmasked Estep 
Score: -18084314.000000 Penalty: 3907.906982
	Iteration 17Q: 3 clusters Score -1.808431e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -18084350.000000 Penalty: 3907.906982
	Iteration 18Q: 3 clusters Score -1.808435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 166369 members 
Entering Unmasked Estep 
Score: -18084374.000000 Penalty: 3907.906982
	Iteration 19Q: 3 clusters Score -1.808437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -18084376.000000 Penalty: 3907.906982
	Iteration 20F: 3 clusters Score -1.808438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 166389 members 
Entering Unmasked Estep 
Score: -18084406.000000 Penalty: 3907.906982
	Iteration 21Q: 3 clusters Score -1.808441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -18084414.000000 Penalty: 3907.906982
	Iteration 22Q: 3 clusters Score -1.808441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 166406 members 
Entering Unmasked Estep 
Score: -18084422.000000 Penalty: 3907.906982
	Iteration 23Q: 3 clusters Score -1.808442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 166413 members 
Entering Unmasked Estep 
Score: -18084426.000000 Penalty: 3907.906982
	Iteration 24Q: 3 clusters Score -1.808443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 166417 members 
Entering Unmasked Estep 
Score: -18084422.000000 Penalty: 3907.906982
	Iteration 25Q: 3 clusters Score -1.808442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -18084434.000000 Penalty: 3907.906982
	Iteration 26Q: 3 clusters Score -1.808443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 166422 members 
Entering Unmasked Estep 
Score: -18084432.000000 Penalty: 3907.906982
	Iteration 27Q: 3 clusters Score -1.808443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -18084428.000000 Penalty: 3907.906982
	Iteration 28Q: 3 clusters Score -1.808443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 166427 members 
Entering Unmasked Estep 
Score: -18084426.000000 Penalty: 3907.906982
	Iteration 29Q: 3 clusters Score -1.808443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 166432 members 
Entering Unmasked Estep 
Score: -18084438.000000 Penalty: 3907.906982
	Iteration 30Q: 3 clusters Score -1.808444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 166429 members 
Entering Unmasked Estep 
Score: -18084436.000000 Penalty: 3907.906982
	Iteration 31Q: 3 clusters Score -1.808444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 166432 members 
Entering Unmasked Estep 
Score: -18084440.000000 Penalty: 3907.906982
	Iteration 32Q: 3 clusters Score -1.808444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166433 members 
Entering Unmasked Estep 
Score: -18084444.000000 Penalty: 3907.906982
	Iteration 33Q: 3 clusters Score -1.808444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 166434 members 
Entering Unmasked Estep 
Score: -18084444.000000 Penalty: 3907.906982
	Iteration 34Q: 3 clusters Score -1.808444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 166434 members 
Entering Unmasked Estep 
Score: -18084444.000000 Penalty: 3907.906982
	Iteration 35F: 3 clusters Score -1.808444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Entering Unmasked Estep 
Score: -4091735.250000 Penalty: 1710.444214
	Iteration 0F: 2 clusters Score -4091735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4066628 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4076566 nChanged 1608
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4077139 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4077775 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4078596 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4079582 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4080752 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4082088 nChanged 2070
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4083464 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4084599 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4085238 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4085569 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4085740 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4085833 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4085925.750000 Penalty: 3420.888428
	Iteration 14Q: 3 clusters Score -4085926 nChanged 379
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4085991 nChanged 368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4086095 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4086170.250000 Penalty: 3420.888428
	Iteration 17Q: 3 clusters Score -4086170 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -4086223.250000 Penalty: 3420.888428
	Iteration 18Q: 3 clusters Score -4086223 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4086273.250000 Penalty: 3420.888428
	Iteration 19Q: 3 clusters Score -4086273 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4086325.500000 Penalty: 3420.888428
	Iteration 20F: 3 clusters Score -4086326 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4086361.500000 Penalty: 3420.888428
	Iteration 21Q: 3 clusters Score -4086362 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4086390.250000 Penalty: 3420.888428
	Iteration 22Q: 3 clusters Score -4086390 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4086452.500000 Penalty: 3420.888428
	Iteration 23Q: 3 clusters Score -4086452 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4086489 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4086500.000000 Penalty: 3420.888428
	Iteration 25Q: 3 clusters Score -4086500 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4086523 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4086545.250000 Penalty: 3420.888428
	Iteration 27Q: 3 clusters Score -4086545 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4086581.750000 Penalty: 3420.888428
	Iteration 28Q: 3 clusters Score -4086582 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4086592 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4086595 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4086614 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4086625 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4086652.250000 Penalty: 3420.888428
	Iteration 33Q: 3 clusters Score -4086652 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4086659 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4086682 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4086683 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4086684 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4086696.750000 Penalty: 3420.888428
	Iteration 38Q: 3 clusters Score -4086697 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4086716.750000 Penalty: 3420.888428
	Iteration 39Q: 3 clusters Score -4086717 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4086729.000000 Penalty: 3420.888428
	Iteration 40F: 3 clusters Score -4086729 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4086737.750000 Penalty: 3420.888428
	Iteration 41Q: 3 clusters Score -4086738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -4086751.000000 Penalty: 3420.888428
	Iteration 42Q: 3 clusters Score -4086751 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4086749.250000 Penalty: 3420.888428
	Iteration 43Q: 3 clusters Score -4086749 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4086781 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4086796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4086805.250000 Penalty: 3420.888428
	Iteration 46Q: 3 clusters Score -4086805 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4086817 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4086829 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4086825.000000 Penalty: 3420.888428
	Iteration 49Q: 3 clusters Score -4086825 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4086831.750000 Penalty: 3420.888428
	Iteration 50Q: 3 clusters Score -4086832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4086836.000000 Penalty: 3420.888428
	Iteration 51Q: 3 clusters Score -4086836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4086855 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4086867 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4086889 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4086898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4086914.000000 Penalty: 3420.888428
	Iteration 56Q: 3 clusters Score -4086914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4086918.750000 Penalty: 3420.888428
	Iteration 57Q: 3 clusters Score -4086919 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4086917.250000 Penalty: 3420.888428
	Iteration 58Q: 3 clusters Score -4086917 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4086919 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4086926.750000 Penalty: 3420.888428
	Iteration 60F: 3 clusters Score -4086927 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4086959.250000 Penalty: 3420.888428
	Iteration 61Q: 3 clusters Score -4086959 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4086979.750000 Penalty: 3420.888428
	Iteration 62Q: 3 clusters Score -4086980 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -4086992.750000 Penalty: 3420.888428
	Iteration 63Q: 3 clusters Score -4086993 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4087027.250000 Penalty: 3420.888428
	Iteration 64Q: 3 clusters Score -4087027 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4087054.250000 Penalty: 3420.888428
	Iteration 65Q: 3 clusters Score -4087054 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4087097.500000 Penalty: 3420.888428
	Iteration 66Q: 3 clusters Score -4087098 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4087138.750000 Penalty: 3420.888428
	Iteration 67Q: 3 clusters Score -4087139 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4087193.000000 Penalty: 3420.888428
	Iteration 68Q: 3 clusters Score -4087193 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4087285.750000 Penalty: 3420.888428
	Iteration 69Q: 3 clusters Score -4087286 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -4087365.000000 Penalty: 3420.888428
	Iteration 70Q: 3 clusters Score -4087365 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4087456.250000 Penalty: 3420.888428
	Iteration 71Q: 3 clusters Score -4087456 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4087562.250000 Penalty: 3420.888428
	Iteration 72Q: 3 clusters Score -4087562 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4087641.250000 Penalty: 3420.888428
	Iteration 73Q: 3 clusters Score -4087641 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4087738.250000 Penalty: 3420.888428
	Iteration 74Q: 3 clusters Score -4087738 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4087839.000000 Penalty: 3420.888428
	Iteration 75Q: 3 clusters Score -4087839 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4087930 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4088050 nChanged 420
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4088153.250000 Penalty: 3420.888428
	Iteration 78Q: 3 clusters Score -4088153 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -4088263.750000 Penalty: 3420.888428
	Iteration 79Q: 3 clusters Score -4088264 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4088365.750000 Penalty: 3420.888428
	Iteration 80F: 3 clusters Score -4088366 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4088482.250000 Penalty: 3420.888428
	Iteration 81Q: 3 clusters Score -4088482 nChanged 393
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4088588 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4088656 nChanged 347
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -4088754.500000 Penalty: 3420.888428
	Iteration 84Q: 3 clusters Score -4088754 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4088850.500000 Penalty: 3420.888428
	Iteration 85Q: 3 clusters Score -4088850 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -4088946.500000 Penalty: 3420.888428
	Iteration 86Q: 3 clusters Score -4088946 nChanged 362
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Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -4089048.500000 Penalty: 3420.888428
	Iteration 87Q: 3 clusters Score -4089048 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -4089122.000000 Penalty: 3420.888428
	Iteration 88Q: 3 clusters Score -4089122 nChanged 344
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -4089215.000000 Penalty: 3420.888428
	Iteration 89Q: 3 clusters Score -4089215 nChanged 342
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4089311.000000 Penalty: 3420.888428
	Iteration 90Q: 3 clusters Score -4089311 nChanged 347
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4089412.250000 Penalty: 3420.888428
	Iteration 91Q: 3 clusters Score -4089412 nChanged 319
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Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4089501.000000 Penalty: 3420.888428
	Iteration 92Q: 3 clusters Score -4089501 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4089600.750000 Penalty: 3420.888428
	Iteration 93Q: 3 clusters Score -4089601 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4089684.250000 Penalty: 3420.888428
	Iteration 94Q: 3 clusters Score -4089684 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -4089759.500000 Penalty: 3420.888428
	Iteration 95Q: 3 clusters Score -4089760 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4089846.750000 Penalty: 3420.888428
	Iteration 96Q: 3 clusters Score -4089847 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4089905.500000 Penalty: 3420.888428
	Iteration 97Q: 3 clusters Score -4089906 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4089978.250000 Penalty: 3420.888428
	Iteration 98Q: 3 clusters Score -4089978 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4090051.250000 Penalty: 3420.888428
	Iteration 99Q: 3 clusters Score -4090051 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4090086.750000 Penalty: 3420.888428
	Iteration 100F: 3 clusters Score -4090087 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4090137.250000 Penalty: 3420.888428
	Iteration 101Q: 3 clusters Score -4090137 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4090184.500000 Penalty: 3420.888428
	Iteration 102Q: 3 clusters Score -4090184 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4090231.500000 Penalty: 3420.888428
	Iteration 103Q: 3 clusters Score -4090232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4090269.500000 Penalty: 3420.888428
	Iteration 104Q: 3 clusters Score -4090270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4090318.250000 Penalty: 3420.888428
	Iteration 105Q: 3 clusters Score -4090318 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4090346.750000 Penalty: 3420.888428
	Iteration 106Q: 3 clusters Score -4090347 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4090372.250000 Penalty: 3420.888428
	Iteration 107Q: 3 clusters Score -4090372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4090392.250000 Penalty: 3420.888428
	Iteration 108Q: 3 clusters Score -4090392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4090398.000000 Penalty: 3420.888428
	Iteration 109Q: 3 clusters Score -4090398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4090417.000000 Penalty: 3420.888428
	Iteration 110Q: 3 clusters Score -4090417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4090434.000000 Penalty: 3420.888428
	Iteration 111Q: 3 clusters Score -4090434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4090449.500000 Penalty: 3420.888428
	Iteration 112Q: 3 clusters Score -4090450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4090465.000000 Penalty: 3420.888428
	Iteration 113Q: 3 clusters Score -4090465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4090476.500000 Penalty: 3420.888428
	Iteration 114Q: 3 clusters Score -4090476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4090491.750000 Penalty: 3420.888428
	Iteration 115Q: 3 clusters Score -4090492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4090517.500000 Penalty: 3420.888428
	Iteration 116Q: 3 clusters Score -4090518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4090515.500000 Penalty: 3420.888428
	Iteration 117Q: 3 clusters Score -4090516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4090528.250000 Penalty: 3420.888428
	Iteration 118Q: 3 clusters Score -4090528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4090539.000000 Penalty: 3420.888428
	Iteration 119Q: 3 clusters Score -4090539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4090549.250000 Penalty: 3420.888428
	Iteration 120F: 3 clusters Score -4090549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4090550.750000 Penalty: 3420.888428
	Iteration 121Q: 3 clusters Score -4090551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4090557.500000 Penalty: 3420.888428
	Iteration 122Q: 3 clusters Score -4090558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4090562.000000 Penalty: 3420.888428
	Iteration 123Q: 3 clusters Score -4090562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4090575.000000 Penalty: 3420.888428
	Iteration 124Q: 3 clusters Score -4090575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4090574.750000 Penalty: 3420.888428
	Iteration 125Q: 3 clusters Score -4090575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4090573.250000 Penalty: 3420.888428
	Iteration 126Q: 3 clusters Score -4090573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4090582.000000 Penalty: 3420.888428
	Iteration 127Q: 3 clusters Score -4090582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4090582.250000 Penalty: 3420.888428
	Iteration 128Q: 3 clusters Score -4090582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4090583.250000 Penalty: 3420.888428
	Iteration 129Q: 3 clusters Score -4090583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4090584.500000 Penalty: 3420.888428
	Iteration 130Q: 3 clusters Score -4090584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4090580.750000 Penalty: 3420.888428
	Iteration 131Q: 3 clusters Score -4090581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4090586.000000 Penalty: 3420.888428
	Iteration 132Q: 3 clusters Score -4090586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4090588.250000 Penalty: 3420.888428
	Iteration 133Q: 3 clusters Score -4090588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4090589.250000 Penalty: 3420.888428
	Iteration 134Q: 3 clusters Score -4090589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4090588.500000 Penalty: 3420.888428
	Iteration 135Q: 3 clusters Score -4090588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4090591.500000 Penalty: 3420.888428
	Iteration 136Q: 3 clusters Score -4090592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4090591.000000 Penalty: 3420.888428
	Iteration 137Q: 3 clusters Score -4090591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4090589.750000 Penalty: 3420.888428
	Iteration 138Q: 3 clusters Score -4090590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4090592.250000 Penalty: 3420.888428
	Iteration 139Q: 3 clusters Score -4090592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4090602.250000 Penalty: 3420.888428
	Iteration 140F: 3 clusters Score -4090602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4090601.500000 Penalty: 3420.888428
	Iteration 141Q: 3 clusters Score -4090602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4090606.500000 Penalty: 3420.888428
	Iteration 142Q: 3 clusters Score -4090606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4090606.750000 Penalty: 3420.888428
	Iteration 143Q: 3 clusters Score -4090607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4090603.500000 Penalty: 3420.888428
	Iteration 144Q: 3 clusters Score -4090604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4090603.250000 Penalty: 3420.888428
	Iteration 145Q: 3 clusters Score -4090603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4090601.250000 Penalty: 3420.888428
	Iteration 146Q: 3 clusters Score -4090601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4090602.750000 Penalty: 3420.888428
	Iteration 147Q: 3 clusters Score -4090603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4090602.750000 Penalty: 3420.888428
	Iteration 148F: 3 clusters Score -4090603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -34037.320312 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -34037.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33153.656250 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -33153.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33352.468750 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -33352.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33416.203125 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -33416.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33445.058594 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -33445.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33475.949219 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -33475.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33504.304688 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -33504.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33512.667969 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -33512.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33514.523438 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -33514.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33517.035156 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -33517.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33517.781250 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -33517.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33517.781250 Penalty: 1928.840576
	Iteration 10F: 3 clusters Score -33517.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Entering Unmasked Estep 
Score: -5143249.000000 Penalty: 1754.296265
	Iteration 0F: 2 clusters Score -5143249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -5110638.500000 Penalty: 3508.592529
	Iteration 0F: 3 clusters Score -5110638 nChanged 22767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5123404.000000 Penalty: 3508.592529
	Iteration 1F: 3 clusters Score -5123404 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -5123780.000000 Penalty: 3508.592529
	Iteration 2Q: 3 clusters Score -5123780 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -5124206.500000 Penalty: 3508.592529
	Iteration 3Q: 3 clusters Score -5124206 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -5124761.500000 Penalty: 3508.592529
	Iteration 4Q: 3 clusters Score -5124762 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -5125571.000000 Penalty: 3508.592529
	Iteration 5Q: 3 clusters Score -5125571 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -5126677.500000 Penalty: 3508.592529
	Iteration 6F: 3 clusters Score -5126678 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -5128179.500000 Penalty: 3508.592529
	Iteration 7F: 3 clusters Score -5128180 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -5130132.000000 Penalty: 3508.592529
	Iteration 8F: 3 clusters Score -5130132 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -5132110.500000 Penalty: 3508.592529
	Iteration 9F: 3 clusters Score -5132110 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -5133698.500000 Penalty: 3508.592529
	Iteration 10F: 3 clusters Score -5133698 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -5134837.000000 Penalty: 3508.592529
	Iteration 11Q: 3 clusters Score -5134837 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -5135478.500000 Penalty: 3508.592529
	Iteration 12Q: 3 clusters Score -5135478 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -5135934.500000 Penalty: 3508.592529
	Iteration 13Q: 3 clusters Score -5135934 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5136328.000000 Penalty: 3508.592529
	Iteration 14Q: 3 clusters Score -5136328 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -5136777.000000 Penalty: 3508.592529
	Iteration 15Q: 3 clusters Score -5136777 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5137402.500000 Penalty: 3508.592529
	Iteration 16Q: 3 clusters Score -5137402 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5138324.500000 Penalty: 3508.592529
	Iteration 17Q: 3 clusters Score -5138324 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5139483.500000 Penalty: 3508.592529
	Iteration 18Q: 3 clusters Score -5139484 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5140550.500000 Penalty: 3508.592529
	Iteration 19Q: 3 clusters Score -5140550 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5141231.000000 Penalty: 3508.592529
	Iteration 20F: 3 clusters Score -5141231 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5141519.500000 Penalty: 3508.592529
	Iteration 21Q: 3 clusters Score -5141520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5141650.000000 Penalty: 3508.592529
	Iteration 22Q: 3 clusters Score -5141650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5141710.000000 Penalty: 3508.592529
	Iteration 23Q: 3 clusters Score -5141710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5141761.000000 Penalty: 3508.592529
	Iteration 24Q: 3 clusters Score -5141761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5141803.500000 Penalty: 3508.592529
	Iteration 25Q: 3 clusters Score -5141804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5141826.500000 Penalty: 3508.592529
	Iteration 26Q: 3 clusters Score -5141826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5141858.500000 Penalty: 3508.592529
	Iteration 27Q: 3 clusters Score -5141858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5141871.500000 Penalty: 3508.592529
	Iteration 28Q: 3 clusters Score -5141872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5141885.500000 Penalty: 3508.592529
	Iteration 29Q: 3 clusters Score -5141886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5141885.500000 Penalty: 3508.592529
	Iteration 30Q: 3 clusters Score -5141886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5141901.500000 Penalty: 3508.592529
	Iteration 31Q: 3 clusters Score -5141902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5141897.000000 Penalty: 3508.592529
	Iteration 32Q: 3 clusters Score -5141897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5141900.000000 Penalty: 3508.592529
	Iteration 33Q: 3 clusters Score -5141900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5141900.000000 Penalty: 3508.592529
	Iteration 34F: 3 clusters Score -5141900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -375245.437500 Penalty: 1319.547363
	Iteration 0F: 2 clusters Score -375245.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -372286.156250 Penalty: 2639.094727
	Iteration 0F: 3 clusters Score -372286.2 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -373052.531250 Penalty: 2639.094727
	Iteration 1F: 3 clusters Score -373052.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -373173.187500 Penalty: 2639.094727
	Iteration 2F: 3 clusters Score -373173.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -373244.750000 Penalty: 2639.094727
	Iteration 3Q: 3 clusters Score -373244.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -373293.281250 Penalty: 2639.094727
	Iteration 4Q: 3 clusters Score -373293.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -373330.750000 Penalty: 2639.094727
	Iteration 5Q: 3 clusters Score -373330.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -373364.125000 Penalty: 2639.094727
	Iteration 6Q: 3 clusters Score -373364.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -373387.531250 Penalty: 2639.094727
	Iteration 7Q: 3 clusters Score -373387.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -373406.593750 Penalty: 2639.094727
	Iteration 8Q: 3 clusters Score -373406.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -373423.312500 Penalty: 2639.094727
	Iteration 9Q: 3 clusters Score -373423.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -373436.531250 Penalty: 2639.094727
	Iteration 10Q: 3 clusters Score -373436.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -373452.750000 Penalty: 2639.094727
	Iteration 11Q: 3 clusters Score -373452.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -373472.687500 Penalty: 2639.094727
	Iteration 12Q: 3 clusters Score -373472.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -373492.781250 Penalty: 2639.094727
	Iteration 13Q: 3 clusters Score -373492.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -373510.062500 Penalty: 2639.094727
	Iteration 14Q: 3 clusters Score -373510.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -373528.062500 Penalty: 2639.094727
	Iteration 15Q: 3 clusters Score -373528.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -373546.093750 Penalty: 2639.094727
	Iteration 16Q: 3 clusters Score -373546.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -373564.531250 Penalty: 2639.094727
	Iteration 17Q: 3 clusters Score -373564.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -373580.281250 Penalty: 2639.094727
	Iteration 18Q: 3 clusters Score -373580.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -373599.812500 Penalty: 2639.094727
	Iteration 19Q: 3 clusters Score -373599.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -373621.656250 Penalty: 2639.094727
	Iteration 20F: 3 clusters Score -373621.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -373642.968750 Penalty: 2639.094727
	Iteration 21Q: 3 clusters Score -373643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -373665.437500 Penalty: 2639.094727
	Iteration 22Q: 3 clusters Score -373665.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -373681.937500 Penalty: 2639.094727
	Iteration 23Q: 3 clusters Score -373681.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -373695.406250 Penalty: 2639.094727
	Iteration 24Q: 3 clusters Score -373695.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -373716.500000 Penalty: 2639.094727
	Iteration 25Q: 3 clusters Score -373716.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -373741.625000 Penalty: 2639.094727
	Iteration 26Q: 3 clusters Score -373741.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -373765.218750 Penalty: 2639.094727
	Iteration 27Q: 3 clusters Score -373765.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -373784.375000 Penalty: 2639.094727
	Iteration 28Q: 3 clusters Score -373784.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -373803.812500 Penalty: 2639.094727
	Iteration 29Q: 3 clusters Score -373803.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -373823.593750 Penalty: 2639.094727
	Iteration 30Q: 3 clusters Score -373823.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -373846.375000 Penalty: 2639.094727
	Iteration 31Q: 3 clusters Score -373846.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -373870.031250 Penalty: 2639.094727
	Iteration 32Q: 3 clusters Score -373870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -373892.250000 Penalty: 2639.094727
	Iteration 33Q: 3 clusters Score -373892.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -373917.031250 Penalty: 2639.094727
	Iteration 34Q: 3 clusters Score -373917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -373941.343750 Penalty: 2639.094727
	Iteration 35Q: 3 clusters Score -373941.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -373957.031250 Penalty: 2639.094727
	Iteration 36Q: 3 clusters Score -373957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -373964.687500 Penalty: 2639.094727
	Iteration 37Q: 3 clusters Score -373964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -373973.687500 Penalty: 2639.094727
	Iteration 38Q: 3 clusters Score -373973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -373985.718750 Penalty: 2639.094727
	Iteration 39Q: 3 clusters Score -373985.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -373996.000000 Penalty: 2639.094727
	Iteration 40F: 3 clusters Score -373996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -374006.593750 Penalty: 2639.094727
	Iteration 41Q: 3 clusters Score -374006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -374011.187500 Penalty: 2639.094727
	Iteration 42Q: 3 clusters Score -374011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -374013.656250 Penalty: 2639.094727
	Iteration 43Q: 3 clusters Score -374013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -374014.218750 Penalty: 2639.094727
	Iteration 44Q: 3 clusters Score -374014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -374014.468750 Penalty: 2639.094727
	Iteration 45Q: 3 clusters Score -374014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -374014.468750 Penalty: 2639.094727
	Iteration 46F: 3 clusters Score -374014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72269 members 
Mstep: Class 3 contains 176504 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65692 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173518 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 166763 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48809 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 279Q: 18 clusters Score -9.385358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72267 members 
Mstep: Class 3 contains 176504 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65692 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173515 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166769 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48809 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853552.000000 Penalty: 37823.148438
Iteration 280F: 18 clusters Score -9.385355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72267 members 
Mstep: Class 3 contains 176504 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65692 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173512 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34654 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166771 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48809 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853536.000000 Penalty: 37823.148438
Iteration 281Q: 18 clusters Score -9.385354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72266 members 
Mstep: Class 3 contains 176502 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65691 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173512 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34656 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166771 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48809 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853552.000000 Penalty: 37823.148438
Iteration 282Q: 18 clusters Score -9.385355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72265 members 
Mstep: Class 3 contains 176501 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65691 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173509 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34657 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166774 members 
Mstep: Class 16 contains 37267 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48809 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853560.000000 Penalty: 37823.148438
Iteration 283Q: 18 clusters Score -9.385356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72265 members 
Mstep: Class 3 contains 176500 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65691 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173508 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34657 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166775 members 
Mstep: Class 16 contains 37267 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853576.000000 Penalty: 37823.148438
Iteration 284Q: 18 clusters Score -9.385358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72265 members 
Mstep: Class 3 contains 176500 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65690 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173507 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34657 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166777 members 
Mstep: Class 16 contains 37267 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 285Q: 18 clusters Score -9.385358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72265 members 
Mstep: Class 3 contains 176498 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65688 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173510 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34658 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166776 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853576.000000 Penalty: 37823.148438
Iteration 286Q: 18 clusters Score -9.385358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72264 members 
Mstep: Class 3 contains 176498 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65688 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173509 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34659 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166777 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 287Q: 18 clusters Score -9.385358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72264 members 
Mstep: Class 3 contains 176498 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65686 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173508 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34659 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166779 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853600.000000 Penalty: 37823.148438
Iteration 288Q: 18 clusters Score -9.38536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72263 members 
Mstep: Class 3 contains 176499 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65687 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173510 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34659 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166778 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853576.000000 Penalty: 37823.148438
Iteration 289Q: 18 clusters Score -9.385358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72263 members 
Mstep: Class 3 contains 176500 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 65686 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173511 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34659 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166779 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853624.000000 Penalty: 37823.148438
Iteration 290Q: 18 clusters Score -9.385362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72263 members 
Mstep: Class 3 contains 176503 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 65686 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173512 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34659 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166779 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 291Q: 18 clusters Score -9.385364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72260 members 
Mstep: Class 3 contains 176509 members 
Mstep: Class 4 contains 40826 members 
Mstep: Class 5 contains 65686 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173512 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34659 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166781 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853616.000000 Penalty: 37823.148438
Iteration 292Q: 18 clusters Score -9.385362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72255 members 
Mstep: Class 3 contains 176512 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65686 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173510 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34660 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166785 members 
Mstep: Class 16 contains 37267 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853568.000000 Penalty: 37823.148438
Iteration 293Q: 18 clusters Score -9.385357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72251 members 
Mstep: Class 3 contains 176516 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65684 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173510 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34660 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166789 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853600.000000 Penalty: 37823.148438
Iteration 294Q: 18 clusters Score -9.38536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72248 members 
Mstep: Class 3 contains 176524 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65682 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173506 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34660 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166794 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 295Q: 18 clusters Score -9.385363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72249 members 
Mstep: Class 3 contains 176527 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65679 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173505 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34660 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166797 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853616.000000 Penalty: 37823.148438
Iteration 296Q: 18 clusters Score -9.385362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72247 members 
Mstep: Class 3 contains 176531 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65680 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173502 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34660 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166799 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 297Q: 18 clusters Score -9.385363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72247 members 
Mstep: Class 3 contains 176539 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65680 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173501 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34660 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166798 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853648.000000 Penalty: 37823.148438
Iteration 298Q: 18 clusters Score -9.385365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72246 members 
Mstep: Class 3 contains 176542 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65681 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173501 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34660 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166799 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 299Q: 18 clusters Score -9.385364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72243 members 
Mstep: Class 3 contains 176544 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65681 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173501 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34661 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166801 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 300F: 18 clusters Score -9.385363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72244 members 
Mstep: Class 3 contains 176545 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65683 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173499 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34662 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166802 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853648.000000 Penalty: 37823.148438
Iteration 301Q: 18 clusters Score -9.385365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72244 members 
Mstep: Class 3 contains 176547 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65684 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173495 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34663 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166806 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 302Q: 18 clusters Score -9.385364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72243 members 
Mstep: Class 3 contains 176550 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65685 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173492 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34663 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166812 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853624.000000 Penalty: 37823.148438
Iteration 303Q: 18 clusters Score -9.385362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72243 members 
Mstep: Class 3 contains 176559 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65685 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173486 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34663 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166813 members 
Mstep: Class 16 contains 37267 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853600.000000 Penalty: 37823.148438
Iteration 304Q: 18 clusters Score -9.38536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72244 members 
Mstep: Class 3 contains 176566 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65684 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173484 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34663 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166815 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48810 members 
Mstep: Class 20 contains 3305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 305Q: 18 clusters Score -9.385364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72243 members 
Mstep: Class 3 contains 176577 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65678 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173481 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34663 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166819 members 
Mstep: Class 16 contains 37269 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48812 members 
Mstep: Class 20 contains 3298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 306Q: 18 clusters Score -9.385363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72243 members 
Mstep: Class 3 contains 176579 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65678 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173484 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34663 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166821 members 
Mstep: Class 16 contains 37269 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48814 members 
Mstep: Class 20 contains 3289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853616.000000 Penalty: 37823.148438
Iteration 307Q: 18 clusters Score -9.385362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72239 members 
Mstep: Class 3 contains 176583 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65680 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173482 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34664 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166829 members 
Mstep: Class 16 contains 37269 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48815 members 
Mstep: Class 20 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853624.000000 Penalty: 37823.148438
Iteration 308Q: 18 clusters Score -9.385362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72236 members 
Mstep: Class 3 contains 176593 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65682 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173481 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34664 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166836 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48815 members 
Mstep: Class 20 contains 3262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853624.000000 Penalty: 37823.148438
Iteration 309Q: 18 clusters Score -9.385362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72233 members 
Mstep: Class 3 contains 176595 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65681 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173482 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34666 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166847 members 
Mstep: Class 16 contains 37269 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48815 members 
Mstep: Class 20 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853696.000000 Penalty: 37823.148438
Iteration 310Q: 18 clusters Score -9.38537e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72233 members 
Mstep: Class 3 contains 176598 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65679 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173477 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34666 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166856 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48817 members 
Mstep: Class 20 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853648.000000 Penalty: 37823.148438
Iteration 311Q: 18 clusters Score -9.385365e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72233 members 
Mstep: Class 3 contains 176606 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65682 members 
Mstep: Class 6 contains 46888 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173473 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34666 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166860 members 
Mstep: Class 16 contains 37267 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48820 members 
Mstep: Class 20 contains 3230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 312Q: 18 clusters Score -9.385364e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72233 members 
Mstep: Class 3 contains 176605 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65682 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173470 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34667 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166870 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48820 members 
Mstep: Class 20 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 313Q: 18 clusters Score -9.385364e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72235 members 
Mstep: Class 3 contains 176614 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65679 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173468 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34667 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166877 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853704.000000 Penalty: 37823.148438
Iteration 314Q: 18 clusters Score -9.38537e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72234 members 
Mstep: Class 3 contains 176619 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65675 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173468 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34667 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166886 members 
Mstep: Class 16 contains 37269 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 3194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 315Q: 18 clusters Score -9.385358e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72234 members 
Mstep: Class 3 contains 176626 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65674 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173467 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34667 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166891 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 3186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853664.000000 Penalty: 37823.148438
Iteration 316Q: 18 clusters Score -9.385366e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72234 members 
Mstep: Class 3 contains 176633 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65670 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173464 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 14 contains 166897 members 
Mstep: Class 16 contains 37272 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853672.000000 Penalty: 37823.148438
Iteration 317Q: 18 clusters Score -9.385367e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72233 members 
Mstep: Class 3 contains 176640 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65666 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173466 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 14 contains 166903 members 
Mstep: Class 16 contains 37269 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853720.000000 Penalty: 37823.148438
Iteration 318Q: 18 clusters Score -9.385372e+07 nChanged 52
Entering ConstructFrom: 
Score: -93853720.000000 Penalty: 37823.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Entering Unmasked Estep 
Score: -365400.218750 Penalty: 1312.181152
	Iteration 0F: 2 clusters Score -365400.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -362517.687500 Penalty: 2624.362305
	Iteration 0F: 3 clusters Score -362517.7 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -363244.625000 Penalty: 2624.362305
	Iteration 1F: 3 clusters Score -363244.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -363377.656250 Penalty: 2624.362305
	Iteration 2F: 3 clusters Score -363377.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -363445.812500 Penalty: 2624.362305
	Iteration 3Q: 3 clusters Score -363445.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -363485.343750 Penalty: 2624.362305
	Iteration 4Q: 3 clusters Score -363485.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -363518.781250 Penalty: 2624.362305
	Iteration 5Q: 3 clusters Score -363518.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -363542.156250 Penalty: 2624.362305
	Iteration 6Q: 3 clusters Score -363542.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -363557.250000 Penalty: 2624.362305
	Iteration 7Q: 3 clusters Score -363557.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -363574.812500 Penalty: 2624.362305
	Iteration 8Q: 3 clusters Score -363574.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -363590.375000 Penalty: 2624.362305
	Iteration 9Q: 3 clusters Score -363590.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -363601.781250 Penalty: 2624.362305
	Iteration 10Q: 3 clusters Score -363601.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -363612.718750 Penalty: 2624.362305
	Iteration 11Q: 3 clusters Score -363612.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -363625.281250 Penalty: 2624.362305
	Iteration 12Q: 3 clusters Score -363625.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -363635.875000 Penalty: 2624.362305
	Iteration 13Q: 3 clusters Score -363635.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -363645.875000 Penalty: 2624.362305
	Iteration 14Q: 3 clusters Score -363645.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -363656.812500 Penalty: 2624.362305
	Iteration 15Q: 3 clusters Score -363656.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -363663.406250 Penalty: 2624.362305
	Iteration 16Q: 3 clusters Score -363663.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -363671.031250 Penalty: 2624.362305
	Iteration 17Q: 3 clusters Score -363671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -363676.468750 Penalty: 2624.362305
	Iteration 18Q: 3 clusters Score -363676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -363678.000000 Penalty: 2624.362305
	Iteration 19Q: 3 clusters Score -363678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -363680.187500 Penalty: 2624.362305
	Iteration 20F: 3 clusters Score -363680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -363682.062500 Penalty: 2624.362305
	Iteration 21Q: 3 clusters Score -363682.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -363684.406250 Penalty: 2624.362305
	Iteration 22Q: 3 clusters Score -363684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -363686.625000 Penalty: 2624.362305
	Iteration 23Q: 3 clusters Score -363686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -363688.968750 Penalty: 2624.362305
	Iteration 24Q: 3 clusters Score -363689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -363691.562500 Penalty: 2624.362305
	Iteration 25Q: 3 clusters Score -363691.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -363694.343750 Penalty: 2624.362305
	Iteration 26Q: 3 clusters Score -363694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -363695.875000 Penalty: 2624.362305
	Iteration 27Q: 3 clusters Score -363695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -363698.125000 Penalty: 2624.362305
	Iteration 28Q: 3 clusters Score -363698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -363699.437500 Penalty: 2624.362305
	Iteration 29Q: 3 clusters Score -363699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -363701.937500 Penalty: 2624.362305
	Iteration 30Q: 3 clusters Score -363701.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -363706.156250 Penalty: 2624.362305
	Iteration 31Q: 3 clusters Score -363706.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -363710.031250 Penalty: 2624.362305
	Iteration 32Q: 3 clusters Score -363710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -363715.343750 Penalty: 2624.362305
	Iteration 33Q: 3 clusters Score -363715.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -363719.937500 Penalty: 2624.362305
	Iteration 34Q: 3 clusters Score -363719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -363724.000000 Penalty: 2624.362305
	Iteration 35Q: 3 clusters Score -363724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -363728.718750 Penalty: 2624.362305
	Iteration 36Q: 3 clusters Score -363728.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -363734.000000 Penalty: 2624.362305
	Iteration 37Q: 3 clusters Score -363734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -363736.062500 Penalty: 2624.362305
	Iteration 38Q: 3 clusters Score -363736.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -363738.125000 Penalty: 2624.362305
	Iteration 39Q: 3 clusters Score -363738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -363739.156250 Penalty: 2624.362305
	Iteration 40F: 3 clusters Score -363739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -363740.750000 Penalty: 2624.362305
	Iteration 41Q: 3 clusters Score -363740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -363742.437500 Penalty: 2624.362305
	Iteration 42Q: 3 clusters Score -363742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -363743.406250 Penalty: 2624.362305
	Iteration 43Q: 3 clusters Score -363743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -363744.125000 Penalty: 2624.362305
	Iteration 44Q: 3 clusters Score -363744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -363744.875000 Penalty: 2624.362305
	Iteration 45Q: 3 clusters Score -363744.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -363746.531250 Penalty: 2624.362305
	Iteration 46Q: 3 clusters Score -363746.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -363748.968750 Penalty: 2624.362305
	Iteration 47Q: 3 clusters Score -363749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -363752.093750 Penalty: 2624.362305
	Iteration 48Q: 3 clusters Score -363752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -363755.500000 Penalty: 2624.362305
	Iteration 49Q: 3 clusters Score -363755.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -363759.812500 Penalty: 2624.362305
	Iteration 50Q: 3 clusters Score -363759.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -363765.468750 Penalty: 2624.362305
	Iteration 51Q: 3 clusters Score -363765.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -363769.406250 Penalty: 2624.362305
	Iteration 52Q: 3 clusters Score -363769.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -363774.562500 Penalty: 2624.362305
	Iteration 53Q: 3 clusters Score -363774.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -363777.250000 Penalty: 2624.362305
	Iteration 54Q: 3 clusters Score -363777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -363779.062500 Penalty: 2624.362305
	Iteration 55Q: 3 clusters Score -363779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -363782.312500 Penalty: 2624.362305
	Iteration 56Q: 3 clusters Score -363782.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -363786.562500 Penalty: 2624.362305
	Iteration 57Q: 3 clusters Score -363786.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -363795.031250 Penalty: 2624.362305
	Iteration 58Q: 3 clusters Score -363795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -363803.500000 Penalty: 2624.362305
	Iteration 59Q: 3 clusters Score -363803.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -363815.062500 Penalty: 2624.362305
	Iteration 60F: 3 clusters Score -363815.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -363824.625000 Penalty: 2624.362305
	Iteration 61Q: 3 clusters Score -363824.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -363837.468750 Penalty: 2624.362305
	Iteration 62Q: 3 clusters Score -363837.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -363849.750000 Penalty: 2624.362305
	Iteration 63Q: 3 clusters Score -363849.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -363860.468750 Penalty: 2624.362305
	Iteration 64Q: 3 clusters Score -363860.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -363878.625000 Penalty: 2624.362305
	Iteration 65Q: 3 clusters Score -363878.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -363889.781250 Penalty: 2624.362305
	Iteration 66Q: 3 clusters Score -363889.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -363903.125000 Penalty: 2624.362305
	Iteration 67Q: 3 clusters Score -363903.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -363917.656250 Penalty: 2624.362305
	Iteration 68Q: 3 clusters Score -363917.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -363937.812500 Penalty: 2624.362305
	Iteration 69Q: 3 clusters Score -363937.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -363952.500000 Penalty: 2624.362305
	Iteration 70Q: 3 clusters Score -363952.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -363964.000000 Penalty: 2624.362305
	Iteration 71Q: 3 clusters Score -363964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -363977.218750 Penalty: 2624.362305
	Iteration 72Q: 3 clusters Score -363977.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -363997.312500 Penalty: 2624.362305
	Iteration 73Q: 3 clusters Score -363997.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -364018.250000 Penalty: 2624.362305
	Iteration 74Q: 3 clusters Score -364018.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -364041.125000 Penalty: 2624.362305
	Iteration 75Q: 3 clusters Score -364041.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -364055.843750 Penalty: 2624.362305
	Iteration 76Q: 3 clusters Score -364055.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -364063.968750 Penalty: 2624.362305
	Iteration 77Q: 3 clusters Score -364064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -364074.406250 Penalty: 2624.362305
	Iteration 78Q: 3 clusters Score -364074.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -364083.500000 Penalty: 2624.362305
	Iteration 79Q: 3 clusters Score -364083.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -364093.500000 Penalty: 2624.362305
	Iteration 80F: 3 clusters Score -364093.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -364104.718750 Penalty: 2624.362305
	Iteration 81Q: 3 clusters Score -364104.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -364120.500000 Penalty: 2624.362305
	Iteration 82Q: 3 clusters Score -364120.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -364131.843750 Penalty: 2624.362305
	Iteration 83Q: 3 clusters Score -364131.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -364143.562500 Penalty: 2624.362305
	Iteration 84Q: 3 clusters Score -364143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -364152.718750 Penalty: 2624.362305
	Iteration 85Q: 3 clusters Score -364152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -364159.812500 Penalty: 2624.362305
	Iteration 86Q: 3 clusters Score -364159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -364165.281250 Penalty: 2624.362305
	Iteration 87Q: 3 clusters Score -364165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -364171.218750 Penalty: 2624.362305
	Iteration 88Q: 3 clusters Score -364171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -364172.843750 Penalty: 2624.362305
	Iteration 89Q: 3 clusters Score -364172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -364179.250000 Penalty: 2624.362305
	Iteration 90Q: 3 clusters Score -364179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -364186.781250 Penalty: 2624.362305
	Iteration 91Q: 3 clusters Score -364186.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -364195.062500 Penalty: 2624.362305
	Iteration 92Q: 3 clusters Score -364195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -364196.562500 Penalty: 2624.362305
	Iteration 93Q: 3 clusters Score -364196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -364199.000000 Penalty: 2624.362305
	Iteration 94Q: 3 clusters Score -364199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -364202.343750 Penalty: 2624.362305
	Iteration 95Q: 3 clusters Score -364202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -364207.625000 Penalty: 2624.362305
	Iteration 96Q: 3 clusters Score -364207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -364211.906250 Penalty: 2624.362305
	Iteration 97Q: 3 clusters Score -364211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -364212.187500 Penalty: 2624.362305
	Iteration 98Q: 3 clusters Score -364212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -364212.187500 Penalty: 2624.362305
	Iteration 99F: 3 clusters Score -364212.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Entering Unmasked Estep 
Score: -7910425.500000 Penalty: 1817.986694
	Iteration 0F: 2 clusters Score -7910426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -7862197.000000 Penalty: 3635.973389
	Iteration 0F: 3 clusters Score -7862197 nChanged 34336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -7881835.000000 Penalty: 3635.973389
	Iteration 1F: 3 clusters Score -7881835 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -7882479.000000 Penalty: 3635.973389
	Iteration 2Q: 3 clusters Score -7882479 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -7883406.500000 Penalty: 3635.973389
	Iteration 3Q: 3 clusters Score -7883406 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -7884535.000000 Penalty: 3635.973389
	Iteration 4Q: 3 clusters Score -7884535 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -7886297.000000 Penalty: 3635.973389
	Iteration 5Q: 3 clusters Score -7886297 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -7888824.500000 Penalty: 3635.973389
	Iteration 6F: 3 clusters Score -7888824 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -7892357.000000 Penalty: 3635.973389
	Iteration 7F: 3 clusters Score -7892357 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -7896442.500000 Penalty: 3635.973389
	Iteration 8F: 3 clusters Score -7896442 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -7899393.000000 Penalty: 3635.973389
	Iteration 9F: 3 clusters Score -7899393 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -7900762.500000 Penalty: 3635.973389
	Iteration 10Q: 3 clusters Score -7900762 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -7901228.500000 Penalty: 3635.973389
	Iteration 11Q: 3 clusters Score -7901228 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -7901525.000000 Penalty: 3635.973389
	Iteration 12Q: 3 clusters Score -7901525 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -7901733.000000 Penalty: 3635.973389
	Iteration 13Q: 3 clusters Score -7901733 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -7901962.000000 Penalty: 3635.973389
	Iteration 14Q: 3 clusters Score -7901962 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -7902139.000000 Penalty: 3635.973389
	Iteration 15Q: 3 clusters Score -7902139 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -7902343.000000 Penalty: 3635.973389
	Iteration 16Q: 3 clusters Score -7902343 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -7902609.000000 Penalty: 3635.973389
	Iteration 17Q: 3 clusters Score -7902609 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -7902867.500000 Penalty: 3635.973389
	Iteration 18Q: 3 clusters Score -7902868 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -7903121.000000 Penalty: 3635.973389
	Iteration 19Q: 3 clusters Score -7903121 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -7903392.000000 Penalty: 3635.973389
	Iteration 20F: 3 clusters Score -7903392 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -7903644.500000 Penalty: 3635.973389
	Iteration 21Q: 3 clusters Score -7903644 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -7903900.500000 Penalty: 3635.973389
	Iteration 22Q: 3 clusters Score -7903900 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -7904175.500000 Penalty: 3635.973389
	Iteration 23Q: 3 clusters Score -7904176 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -7904480.000000 Penalty: 3635.973389
	Iteration 24Q: 3 clusters Score -7904480 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -7904788.500000 Penalty: 3635.973389
	Iteration 25Q: 3 clusters Score -7904788 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -7905060.000000 Penalty: 3635.973389
	Iteration 26Q: 3 clusters Score -7905060 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -7905372.000000 Penalty: 3635.973389
	Iteration 27Q: 3 clusters Score -7905372 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -7905675.000000 Penalty: 3635.973389
	Iteration 28Q: 3 clusters Score -7905675 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -7906012.000000 Penalty: 3635.973389
	Iteration 29Q: 3 clusters Score -7906012 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -7906285.000000 Penalty: 3635.973389
	Iteration 30Q: 3 clusters Score -7906285 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -7906542.000000 Penalty: 3635.973389
	Iteration 31Q: 3 clusters Score -7906542 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -7906781.000000 Penalty: 3635.973389
	Iteration 32Q: 3 clusters Score -7906781 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -7907010.500000 Penalty: 3635.973389
	Iteration 33Q: 3 clusters Score -7907010 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -7907160.000000 Penalty: 3635.973389
	Iteration 34Q: 3 clusters Score -7907160 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -7907334.000000 Penalty: 3635.973389
	Iteration 35Q: 3 clusters Score -7907334 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -7907524.000000 Penalty: 3635.973389
	Iteration 36Q: 3 clusters Score -7907524 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -7907671.500000 Penalty: 3635.973389
	Iteration 37Q: 3 clusters Score -7907672 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -7907809.500000 Penalty: 3635.973389
	Iteration 38Q: 3 clusters Score -7907810 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -7907976.000000 Penalty: 3635.973389
	Iteration 39Q: 3 clusters Score -7907976 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -7908086.000000 Penalty: 3635.973389
	Iteration 40F: 3 clusters Score -7908086 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7908229.500000 Penalty: 3635.973389
	Iteration 41Q: 3 clusters Score -7908230 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -7908331.500000 Penalty: 3635.973389
	Iteration 42Q: 3 clusters Score -7908332 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -7908453.500000 Penalty: 3635.973389
	Iteration 43Q: 3 clusters Score -7908454 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7908502.000000 Penalty: 3635.973389
	Iteration 44Q: 3 clusters Score -7908502 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7908581.000000 Penalty: 3635.973389
	Iteration 45Q: 3 clusters Score -7908581 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7908635.000000 Penalty: 3635.973389
	Iteration 46Q: 3 clusters Score -7908635 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7908688.000000 Penalty: 3635.973389
	Iteration 47Q: 3 clusters Score -7908688 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7908738.000000 Penalty: 3635.973389
	Iteration 48Q: 3 clusters Score -7908738 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7908805.000000 Penalty: 3635.973389
	Iteration 49Q: 3 clusters Score -7908805 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7908826.000000 Penalty: 3635.973389
	Iteration 50Q: 3 clusters Score -7908826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7908880.500000 Penalty: 3635.973389
	Iteration 51Q: 3 clusters Score -7908880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7908899.500000 Penalty: 3635.973389
	Iteration 52Q: 3 clusters Score -7908900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7908910.500000 Penalty: 3635.973389
	Iteration 53Q: 3 clusters Score -7908910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7908918.000000 Penalty: 3635.973389
	Iteration 54Q: 3 clusters Score -7908918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7908954.500000 Penalty: 3635.973389
	Iteration 55Q: 3 clusters Score -7908954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7908991.000000 Penalty: 3635.973389
	Iteration 56Q: 3 clusters Score -7908991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7909009.000000 Penalty: 3635.973389
	Iteration 57Q: 3 clusters Score -7909009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7909025.500000 Penalty: 3635.973389
	Iteration 58Q: 3 clusters Score -7909026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7909026.500000 Penalty: 3635.973389
	Iteration 59Q: 3 clusters Score -7909026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7909037.000000 Penalty: 3635.973389
	Iteration 60F: 3 clusters Score -7909037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7909044.000000 Penalty: 3635.973389
	Iteration 61Q: 3 clusters Score -7909044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7909073.500000 Penalty: 3635.973389
	Iteration 62Q: 3 clusters Score -7909074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7909085.000000 Penalty: 3635.973389
	Iteration 63Q: 3 clusters Score -7909085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7909090.000000 Penalty: 3635.973389
	Iteration 64Q: 3 clusters Score -7909090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7909094.500000 Penalty: 3635.973389
	Iteration 65Q: 3 clusters Score -7909094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7909093.500000 Penalty: 3635.973389
	Iteration 66Q: 3 clusters Score -7909094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7909092.000000 Penalty: 3635.973389
	Iteration 67Q: 3 clusters Score -7909092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7909098.000000 Penalty: 3635.973389
	Iteration 68Q: 3 clusters Score -7909098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7909104.500000 Penalty: 3635.973389
	Iteration 69Q: 3 clusters Score -7909104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7909113.500000 Penalty: 3635.973389
	Iteration 70Q: 3 clusters Score -7909114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7909121.000000 Penalty: 3635.973389
	Iteration 71Q: 3 clusters Score -7909121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7909112.500000 Penalty: 3635.973389
	Iteration 72Q: 3 clusters Score -7909112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7909120.500000 Penalty: 3635.973389
	Iteration 73Q: 3 clusters Score -7909120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7909120.000000 Penalty: 3635.973389
	Iteration 74Q: 3 clusters Score -7909120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7909130.500000 Penalty: 3635.973389
	Iteration 75Q: 3 clusters Score -7909130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7909127.000000 Penalty: 3635.973389
	Iteration 76Q: 3 clusters Score -7909127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7909139.500000 Penalty: 3635.973389
	Iteration 77Q: 3 clusters Score -7909140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7909141.500000 Penalty: 3635.973389
	Iteration 78Q: 3 clusters Score -7909142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7909148.000000 Penalty: 3635.973389
	Iteration 79Q: 3 clusters Score -7909148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7909140.500000 Penalty: 3635.973389
	Iteration 80F: 3 clusters Score -7909140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7909136.000000 Penalty: 3635.973389
	Iteration 81Q: 3 clusters Score -7909136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7909142.000000 Penalty: 3635.973389
	Iteration 82Q: 3 clusters Score -7909142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7909152.000000 Penalty: 3635.973389
	Iteration 83Q: 3 clusters Score -7909152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7909157.500000 Penalty: 3635.973389
	Iteration 84Q: 3 clusters Score -7909158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7909148.000000 Penalty: 3635.973389
	Iteration 85Q: 3 clusters Score -7909148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7909149.000000 Penalty: 3635.973389
	Iteration 86Q: 3 clusters Score -7909149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7909155.500000 Penalty: 3635.973389
	Iteration 87Q: 3 clusters Score -7909156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7909154.000000 Penalty: 3635.973389
	Iteration 88Q: 3 clusters Score -7909154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7909155.000000 Penalty: 3635.973389
	Iteration 89Q: 3 clusters Score -7909155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7909149.500000 Penalty: 3635.973389
	Iteration 90Q: 3 clusters Score -7909150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7909149.000000 Penalty: 3635.973389
	Iteration 91Q: 3 clusters Score -7909149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7909155.500000 Penalty: 3635.973389
	Iteration 92Q: 3 clusters Score -7909156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7909148.500000 Penalty: 3635.973389
	Iteration 93Q: 3 clusters Score -7909148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7909148.500000 Penalty: 3635.973389
	Iteration 94F: 3 clusters Score -7909148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176645 members 
Entering Unmasked Estep 
Score: -19146046.000000 Penalty: 1963.308350
	Iteration 0F: 2 clusters Score -1.914605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -19031278.000000 Penalty: 3926.616699
	Iteration 0F: 3 clusters Score -1.903128e+07 nChanged 85301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 99908 members 
Entering Unmasked Estep 
Score: -19082418.000000 Penalty: 3926.616699
	Iteration 1F: 3 clusters Score -1.908242e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 106667 members 
Entering Unmasked Estep 
Score: -19085756.000000 Penalty: 3926.616699
	Iteration 2Q: 3 clusters Score -1.908576e+07 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -19091992.000000 Penalty: 3926.616699
	Iteration 3F: 3 clusters Score -1.909199e+07 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 130870 members 
Entering Unmasked Estep 
Score: -19103718.000000 Penalty: 3926.616699
	Iteration 4F: 3 clusters Score -1.910372e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 146119 members 
Entering Unmasked Estep 
Score: -19118952.000000 Penalty: 3926.616699
	Iteration 5F: 3 clusters Score -1.911895e+07 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 158409 members 
Entering Unmasked Estep 
Score: -19131900.000000 Penalty: 3926.616699
	Iteration 6F: 3 clusters Score -1.91319e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 165554 members 
Entering Unmasked Estep 
Score: -19139466.000000 Penalty: 3926.616699
	Iteration 7Q: 3 clusters Score -1.913947e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 169025 members 
Entering Unmasked Estep 
Score: -19142684.000000 Penalty: 3926.616699
	Iteration 8Q: 3 clusters Score -1.914268e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 170986 members 
Entering Unmasked Estep 
Score: -19144008.000000 Penalty: 3926.616699
	Iteration 9Q: 3 clusters Score -1.914401e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 172207 members 
Entering Unmasked Estep 
Score: -19144646.000000 Penalty: 3926.616699
	Iteration 10Q: 3 clusters Score -1.914465e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 172993 members 
Entering Unmasked Estep 
Score: -19144962.000000 Penalty: 3926.616699
	Iteration 11Q: 3 clusters Score -1.914496e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 173578 members 
Entering Unmasked Estep 
Score: -19145034.000000 Penalty: 3926.616699
	Iteration 12Q: 3 clusters Score -1.914503e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 174000 members 
Entering Unmasked Estep 
Score: -19145088.000000 Penalty: 3926.616699
	Iteration 13Q: 3 clusters Score -1.914509e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 174322 members 
Entering Unmasked Estep 
Score: -19145078.000000 Penalty: 3926.616699
	Iteration 14Q: 3 clusters Score -1.914508e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 174572 members 
Entering Unmasked Estep 
Score: -19145064.000000 Penalty: 3926.616699
	Iteration 15Q: 3 clusters Score -1.914506e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 174759 members 
Entering Unmasked Estep 
Score: -19145066.000000 Penalty: 3926.616699
	Iteration 16Q: 3 clusters Score -1.914507e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 174917 members 
Entering Unmasked Estep 
Score: -19145074.000000 Penalty: 3926.616699
	Iteration 17Q: 3 clusters Score -1.914507e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 175034 members 
Entering Unmasked Estep 
Score: -19145066.000000 Penalty: 3926.616699
	Iteration 18Q: 3 clusters Score -1.914507e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 175144 members 
Entering Unmasked Estep 
Score: -19145086.000000 Penalty: 3926.616699
	Iteration 19Q: 3 clusters Score -1.914509e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 175239 members 
Entering Unmasked Estep 
Score: -19145084.000000 Penalty: 3926.616699
	Iteration 20F: 3 clusters Score -1.914508e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -19145118.000000 Penalty: 3926.616699
	Iteration 21Q: 3 clusters Score -1.914512e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 175357 members 
Entering Unmasked Estep 
Score: -19145120.000000 Penalty: 3926.616699
	Iteration 22Q: 3 clusters Score -1.914512e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 175400 members 
Entering Unmasked Estep 
Score: -19145142.000000 Penalty: 3926.616699
	Iteration 23Q: 3 clusters Score -1.914514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 175428 members 
Entering Unmasked Estep 
Score: -19145156.000000 Penalty: 3926.616699
	Iteration 24Q: 3 clusters Score -1.914516e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 175449 members 
Entering Unmasked Estep 
Score: -19145142.000000 Penalty: 3926.616699
	Iteration 25Q: 3 clusters Score -1.914514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 175470 members 
Entering Unmasked Estep 
Score: -19145140.000000 Penalty: 3926.616699
	Iteration 26Q: 3 clusters Score -1.914514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 175482 members 
Entering Unmasked Estep 
Score: -19145154.000000 Penalty: 3926.616699
	Iteration 27Q: 3 clusters Score -1.914515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 175497 members 
Entering Unmasked Estep 
Score: -19145142.000000 Penalty: 3926.616699
	Iteration 28Q: 3 clusters Score -1.914514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 175512 members 
Entering Unmasked Estep 
Score: -19145146.000000 Penalty: 3926.616699
	Iteration 29Q: 3 clusters Score -1.914515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 175533 members 
Entering Unmasked Estep 
Score: -19145152.000000 Penalty: 3926.616699
	Iteration 30Q: 3 clusters Score -1.914515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -19145146.000000 Penalty: 3926.616699
	Iteration 31Q: 3 clusters Score -1.914515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 175581 members 
Entering Unmasked Estep 
Score: -19145138.000000 Penalty: 3926.616699
	Iteration 32Q: 3 clusters Score -1.914514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 175596 members 
Entering Unmasked Estep 
Score: -19145122.000000 Penalty: 3926.616699
	Iteration 33Q: 3 clusters Score -1.914512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 175609 members 
Entering Unmasked Estep 
Score: -19145110.000000 Penalty: 3926.616699
	Iteration 34Q: 3 clusters Score -1.914511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 175617 members 
Entering Unmasked Estep 
Score: -19145102.000000 Penalty: 3926.616699
	Iteration 35Q: 3 clusters Score -1.91451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -19145098.000000 Penalty: 3926.616699
	Iteration 36Q: 3 clusters Score -1.91451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 175626 members 
Entering Unmasked Estep 
Score: -19145100.000000 Penalty: 3926.616699
	Iteration 37Q: 3 clusters Score -1.91451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -19145092.000000 Penalty: 3926.616699
	Iteration 38Q: 3 clusters Score -1.914509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -19145088.000000 Penalty: 3926.616699
	Iteration 39Q: 3 clusters Score -1.914509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 175641 members 
Entering Unmasked Estep 
Score: -19145094.000000 Penalty: 3926.616699
	Iteration 40F: 3 clusters Score -1.914509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 175642 members 
Entering Unmasked Estep 
Score: -19145098.000000 Penalty: 3926.616699
	Iteration 41Q: 3 clusters Score -1.91451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 175643 members 
Entering Unmasked Estep 
Score: -19145096.000000 Penalty: 3926.616699
	Iteration 42Q: 3 clusters Score -1.91451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -19145094.000000 Penalty: 3926.616699
	Iteration 43Q: 3 clusters Score -1.914509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -19145092.000000 Penalty: 3926.616699
	Iteration 44Q: 3 clusters Score -1.914509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -19145092.000000 Penalty: 3926.616699
	Iteration 45F: 3 clusters Score -1.914509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Entering Unmasked Estep 
Score: -4346590.500000 Penalty: 1725.282593
	Iteration 0F: 2 clusters Score -4346590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4319263.500000 Penalty: 3450.565186
	Iteration 0F: 3 clusters Score -4319264 nChanged 18999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4329977.500000 Penalty: 3450.565186
	Iteration 1F: 3 clusters Score -4329978 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4330604.000000 Penalty: 3450.565186
	Iteration 2Q: 3 clusters Score -4330604 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4331523.500000 Penalty: 3450.565186
	Iteration 3F: 3 clusters Score -4331524 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -4333041.000000 Penalty: 3450.565186
	Iteration 4F: 3 clusters Score -4333041 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4335592.000000 Penalty: 3450.565186
	Iteration 5F: 3 clusters Score -4335592 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -4338808.500000 Penalty: 3450.565186
	Iteration 6F: 3 clusters Score -4338808 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4341720.500000 Penalty: 3450.565186
	Iteration 7F: 3 clusters Score -4341720 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4343622.500000 Penalty: 3450.565186
	Iteration 8F: 3 clusters Score -4343622 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4344608.000000 Penalty: 3450.565186
	Iteration 9Q: 3 clusters Score -4344608 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4345038.500000 Penalty: 3450.565186
	Iteration 10Q: 3 clusters Score -4345038 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4345217.500000 Penalty: 3450.565186
	Iteration 11Q: 3 clusters Score -4345218 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4345290.500000 Penalty: 3450.565186
	Iteration 12Q: 3 clusters Score -4345290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4345359.500000 Penalty: 3450.565186
	Iteration 13Q: 3 clusters Score -4345360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4345387.000000 Penalty: 3450.565186
	Iteration 14Q: 3 clusters Score -4345387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4345406.500000 Penalty: 3450.565186
	Iteration 15Q: 3 clusters Score -4345406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4345424.500000 Penalty: 3450.565186
	Iteration 16Q: 3 clusters Score -4345424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4345425.500000 Penalty: 3450.565186
	Iteration 17Q: 3 clusters Score -4345426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4345429.000000 Penalty: 3450.565186
	Iteration 18Q: 3 clusters Score -4345429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4345434.000000 Penalty: 3450.565186
	Iteration 19Q: 3 clusters Score -4345434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4345432.000000 Penalty: 3450.565186
	Iteration 20F: 3 clusters Score -4345432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4345438.000000 Penalty: 3450.565186
	Iteration 21Q: 3 clusters Score -4345438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4345441.000000 Penalty: 3450.565186
	Iteration 22Q: 3 clusters Score -4345441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4345439.000000 Penalty: 3450.565186
	Iteration 23Q: 3 clusters Score -4345439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4345447.500000 Penalty: 3450.565186
	Iteration 24Q: 3 clusters Score -4345448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4345446.500000 Penalty: 3450.565186
	Iteration 25Q: 3 clusters Score -4345446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4345458.000000 Penalty: 3450.565186
	Iteration 26Q: 3 clusters Score -4345458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4345458.500000 Penalty: 3450.565186
	Iteration 27Q: 3 clusters Score -4345458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4345465.500000 Penalty: 3450.565186
	Iteration 28Q: 3 clusters Score -4345466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4345465.500000 Penalty: 3450.565186
	Iteration 29Q: 3 clusters Score -4345466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4345466.500000 Penalty: 3450.565186
	Iteration 30Q: 3 clusters Score -4345466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4345466.500000 Penalty: 3450.565186
	Iteration 31F: 3 clusters Score -4345466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Entering Unmasked Estep 
Score: -7183125.000000 Penalty: 1802.484863
	Iteration 0F: 2 clusters Score -7183125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -7139453.000000 Penalty: 3604.969727
	Iteration 0F: 3 clusters Score -7139453 nChanged 30894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -7157314.000000 Penalty: 3604.969727
	Iteration 1F: 3 clusters Score -7157314 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -7158424.500000 Penalty: 3604.969727
	Iteration 2Q: 3 clusters Score -7158424 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -7160076.500000 Penalty: 3604.969727
	Iteration 3F: 3 clusters Score -7160076 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -7162835.500000 Penalty: 3604.969727
	Iteration 4F: 3 clusters Score -7162836 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -7166813.000000 Penalty: 3604.969727
	Iteration 5F: 3 clusters Score -7166813 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -7171418.000000 Penalty: 3604.969727
	Iteration 6F: 3 clusters Score -7171418 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -7175364.000000 Penalty: 3604.969727
	Iteration 7F: 3 clusters Score -7175364 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -7177844.000000 Penalty: 3604.969727
	Iteration 8Q: 3 clusters Score -7177844 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -7179289.500000 Penalty: 3604.969727
	Iteration 9Q: 3 clusters Score -7179290 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7179962.000000 Penalty: 3604.969727
	Iteration 10Q: 3 clusters Score -7179962 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7180332.000000 Penalty: 3604.969727
	Iteration 11Q: 3 clusters Score -7180332 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7180602.500000 Penalty: 3604.969727
	Iteration 12Q: 3 clusters Score -7180602 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7180781.000000 Penalty: 3604.969727
	Iteration 13Q: 3 clusters Score -7180781 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7180883.000000 Penalty: 3604.969727
	Iteration 14Q: 3 clusters Score -7180883 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7180991.500000 Penalty: 3604.969727
	Iteration 15Q: 3 clusters Score -7180992 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7181060.500000 Penalty: 3604.969727
	Iteration 16Q: 3 clusters Score -7181060 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7181123.000000 Penalty: 3604.969727
	Iteration 17Q: 3 clusters Score -7181123 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7181177.000000 Penalty: 3604.969727
	Iteration 18Q: 3 clusters Score -7181177 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7181235.500000 Penalty: 3604.969727
	Iteration 19Q: 3 clusters Score -7181236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7181277.000000 Penalty: 3604.969727
	Iteration 20F: 3 clusters Score -7181277 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7181303.500000 Penalty: 3604.969727
	Iteration 21Q: 3 clusters Score -7181304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7181318.500000 Penalty: 3604.969727
	Iteration 22Q: 3 clusters Score -7181318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7181340.000000 Penalty: 3604.969727
	Iteration 23Q: 3 clusters Score -7181340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7181358.000000 Penalty: 3604.969727
	Iteration 24Q: 3 clusters Score -7181358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7181375.500000 Penalty: 3604.969727
	Iteration 25Q: 3 clusters Score -7181376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7181418.500000 Penalty: 3604.969727
	Iteration 26Q: 3 clusters Score -7181418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7181432.000000 Penalty: 3604.969727
	Iteration 27Q: 3 clusters Score -7181432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7181440.000000 Penalty: 3604.969727
	Iteration 28Q: 3 clusters Score -7181440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7181448.000000 Penalty: 3604.969727
	Iteration 29Q: 3 clusters Score -7181448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7181462.500000 Penalty: 3604.969727
	Iteration 30Q: 3 clusters Score -7181462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7181476.000000 Penalty: 3604.969727
	Iteration 31Q: 3 clusters Score -7181476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7181487.000000 Penalty: 3604.969727
	Iteration 32Q: 3 clusters Score -7181487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7181493.500000 Penalty: 3604.969727
	Iteration 33Q: 3 clusters Score -7181494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7181505.000000 Penalty: 3604.969727
	Iteration 34Q: 3 clusters Score -7181505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7181503.500000 Penalty: 3604.969727
	Iteration 35Q: 3 clusters Score -7181504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7181517.000000 Penalty: 3604.969727
	Iteration 36Q: 3 clusters Score -7181517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7181525.000000 Penalty: 3604.969727
	Iteration 37Q: 3 clusters Score -7181525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7181520.500000 Penalty: 3604.969727
	Iteration 38Q: 3 clusters Score -7181520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7181521.000000 Penalty: 3604.969727
	Iteration 39Q: 3 clusters Score -7181521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7181533.500000 Penalty: 3604.969727
	Iteration 40F: 3 clusters Score -7181534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7181538.500000 Penalty: 3604.969727
	Iteration 41Q: 3 clusters Score -7181538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7181543.500000 Penalty: 3604.969727
	Iteration 42Q: 3 clusters Score -7181544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7181550.000000 Penalty: 3604.969727
	Iteration 43Q: 3 clusters Score -7181550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7181555.500000 Penalty: 3604.969727
	Iteration 44Q: 3 clusters Score -7181556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7181562.000000 Penalty: 3604.969727
	Iteration 45Q: 3 clusters Score -7181562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7181564.500000 Penalty: 3604.969727
	Iteration 46Q: 3 clusters Score -7181564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7181571.000000 Penalty: 3604.969727
	Iteration 47Q: 3 clusters Score -7181571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7181572.000000 Penalty: 3604.969727
	Iteration 48Q: 3 clusters Score -7181572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7181577.000000 Penalty: 3604.969727
	Iteration 49Q: 3 clusters Score -7181577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7181573.500000 Penalty: 3604.969727
	Iteration 50Q: 3 clusters Score -7181574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7181573.500000 Penalty: 3604.969727
	Iteration 51F: 3 clusters Score -7181574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Entering Unmasked Estep 
Score: -5153668.000000 Penalty: 1747.781860
	Iteration 0F: 2 clusters Score -5153668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -5122142.000000 Penalty: 3495.563721
	Iteration 0F: 3 clusters Score -5122142 nChanged 21977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5134350.500000 Penalty: 3495.563721
	Iteration 1F: 3 clusters Score -5134350 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -5134741.000000 Penalty: 3495.563721
	Iteration 2Q: 3 clusters Score -5134741 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5135133.500000 Penalty: 3495.563721
	Iteration 3Q: 3 clusters Score -5135134 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -5135613.000000 Penalty: 3495.563721
	Iteration 4Q: 3 clusters Score -5135613 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -5136458.000000 Penalty: 3495.563721
	Iteration 5Q: 3 clusters Score -5136458 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -5137987.500000 Penalty: 3495.563721
	Iteration 6F: 3 clusters Score -5137988 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -5140450.000000 Penalty: 3495.563721
	Iteration 7F: 3 clusters Score -5140450 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -5143977.500000 Penalty: 3495.563721
	Iteration 8F: 3 clusters Score -5143978 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -5147415.500000 Penalty: 3495.563721
	Iteration 9F: 3 clusters Score -5147416 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5149878.000000 Penalty: 3495.563721
	Iteration 10F: 3 clusters Score -5149878 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5151242.500000 Penalty: 3495.563721
	Iteration 11Q: 3 clusters Score -5151242 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5151770.500000 Penalty: 3495.563721
	Iteration 12Q: 3 clusters Score -5151770 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5151973.000000 Penalty: 3495.563721
	Iteration 13Q: 3 clusters Score -5151973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5152067.000000 Penalty: 3495.563721
	Iteration 14Q: 3 clusters Score -5152067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5152107.000000 Penalty: 3495.563721
	Iteration 15Q: 3 clusters Score -5152107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5152127.500000 Penalty: 3495.563721
	Iteration 16Q: 3 clusters Score -5152128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5152142.500000 Penalty: 3495.563721
	Iteration 17Q: 3 clusters Score -5152142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5152149.000000 Penalty: 3495.563721
	Iteration 18Q: 3 clusters Score -5152149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5152156.000000 Penalty: 3495.563721
	Iteration 19Q: 3 clusters Score -5152156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5152154.500000 Penalty: 3495.563721
	Iteration 20F: 3 clusters Score -5152154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -70570.382812 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -70570.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69355.187500 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -69355.19 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69553.257812 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -69553.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69618.148438 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -69618.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69637.914062 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -69637.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69645.890625 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -69645.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69650.320312 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -69650.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69651.929688 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -69651.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69651.929688 Penalty: 2123.481201
	Iteration 7F: 3 clusters Score -69651.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (173465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173465 members 
Entering Unmasked Estep 
Score: -18776612.000000 Penalty: 1960.356323
	Iteration 0F: 2 clusters Score -1.877661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 87138 members 
Entering Unmasked Estep 
Score: -18661668.000000 Penalty: 3920.712646
	Iteration 0F: 3 clusters Score -1.866167e+07 nChanged 83881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -18710926.000000 Penalty: 3920.712646
	Iteration 1F: 3 clusters Score -1.871093e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -18712752.000000 Penalty: 3920.712646
	Iteration 2Q: 3 clusters Score -1.871275e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -18715686.000000 Penalty: 3920.712646
	Iteration 3Q: 3 clusters Score -1.871569e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -18721142.000000 Penalty: 3920.712646
	Iteration 4F: 3 clusters Score -1.872114e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 127724 members 
Entering Unmasked Estep 
Score: -18730994.000000 Penalty: 3920.712646
	Iteration 5F: 3 clusters Score -1.873099e+07 nChanged 16370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 144076 members 
Entering Unmasked Estep 
Score: -18745482.000000 Penalty: 3920.712646
	Iteration 6F: 3 clusters Score -1.874548e+07 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -18760054.000000 Penalty: 3920.712646
	Iteration 7F: 3 clusters Score -1.876005e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -18769682.000000 Penalty: 3920.712646
	Iteration 8F: 3 clusters Score -1.876968e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 171786 members 
Entering Unmasked Estep 
Score: -18773408.000000 Penalty: 3920.712646
	Iteration 9Q: 3 clusters Score -1.877341e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -18774408.000000 Penalty: 3920.712646
	Iteration 10Q: 3 clusters Score -1.877441e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 173145 members 
Entering Unmasked Estep 
Score: -18774664.000000 Penalty: 3920.712646
	Iteration 11Q: 3 clusters Score -1.877466e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 173224 members 
Entering Unmasked Estep 
Score: -18774802.000000 Penalty: 3920.712646
	Iteration 12Q: 3 clusters Score -1.87748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 173248 members 
Entering Unmasked Estep 
Score: -18774858.000000 Penalty: 3920.712646
	Iteration 13Q: 3 clusters Score -1.877486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 173262 members 
Entering Unmasked Estep 
Score: -18774854.000000 Penalty: 3920.712646
	Iteration 14Q: 3 clusters Score -1.877485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 173271 members 
Entering Unmasked Estep 
Score: -18774886.000000 Penalty: 3920.712646
	Iteration 15Q: 3 clusters Score -1.877489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173274 members 
Entering Unmasked Estep 
Score: -18774892.000000 Penalty: 3920.712646
	Iteration 16Q: 3 clusters Score -1.877489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173279 members 
Entering Unmasked Estep 
Score: -18774912.000000 Penalty: 3920.712646
	Iteration 17Q: 3 clusters Score -1.877491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173283 members 
Entering Unmasked Estep 
Score: -18774906.000000 Penalty: 3920.712646
	Iteration 18Q: 3 clusters Score -1.877491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173283 members 
Entering Unmasked Estep 
Score: -18774906.000000 Penalty: 3920.712646
	Iteration 19F: 3 clusters Score -1.877491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -562172.187500 Penalty: 1393.512573
	Iteration 0F: 2 clusters Score -562172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -558081.562500 Penalty: 2787.025146
	Iteration 0F: 3 clusters Score -558081.6 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -559324.312500 Penalty: 2787.025146
	Iteration 1F: 3 clusters Score -559324.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -559628.500000 Penalty: 2787.025146
	Iteration 2F: 3 clusters Score -559628.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -559891.687500 Penalty: 2787.025146
	Iteration 3F: 3 clusters Score -559891.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -560097.750000 Penalty: 2787.025146
	Iteration 4F: 3 clusters Score -560097.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -560262.625000 Penalty: 2787.025146
	Iteration 5Q: 3 clusters Score -560262.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -560389.062500 Penalty: 2787.025146
	Iteration 6Q: 3 clusters Score -560389.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -560540.875000 Penalty: 2787.025146
	Iteration 7Q: 3 clusters Score -560540.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -560666.062500 Penalty: 2787.025146
	Iteration 8Q: 3 clusters Score -560666.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -560766.750000 Penalty: 2787.025146
	Iteration 9Q: 3 clusters Score -560766.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -560851.937500 Penalty: 2787.025146
	Iteration 10Q: 3 clusters Score -560851.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -560938.562500 Penalty: 2787.025146
	Iteration 11Q: 3 clusters Score -560938.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -561020.625000 Penalty: 2787.025146
	Iteration 12Q: 3 clusters Score -561020.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -561085.375000 Penalty: 2787.025146
	Iteration 13Q: 3 clusters Score -561085.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -561128.062500 Penalty: 2787.025146
	Iteration 14Q: 3 clusters Score -561128.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -561173.687500 Penalty: 2787.025146
	Iteration 15Q: 3 clusters Score -561173.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -561217.250000 Penalty: 2787.025146
	Iteration 16Q: 3 clusters Score -561217.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -561256.812500 Penalty: 2787.025146
	Iteration 17Q: 3 clusters Score -561256.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -561285.250000 Penalty: 2787.025146
	Iteration 18Q: 3 clusters Score -561285.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -561300.500000 Penalty: 2787.025146
	Iteration 19Q: 3 clusters Score -561300.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -561311.875000 Penalty: 2787.025146
	Iteration 20F: 3 clusters Score -561311.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -561322.187500 Penalty: 2787.025146
	Iteration 21Q: 3 clusters Score -561322.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -561329.250000 Penalty: 2787.025146
	Iteration 22Q: 3 clusters Score -561329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -561331.125000 Penalty: 2787.025146
	Iteration 23Q: 3 clusters Score -561331.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -561333.875000 Penalty: 2787.025146
	Iteration 24Q: 3 clusters Score -561333.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -561338.062500 Penalty: 2787.025146
	Iteration 25Q: 3 clusters Score -561338.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -561342.312500 Penalty: 2787.025146
	Iteration 26Q: 3 clusters Score -561342.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -561349.062500 Penalty: 2787.025146
	Iteration 27Q: 3 clusters Score -561349.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -561351.937500 Penalty: 2787.025146
	Iteration 28Q: 3 clusters Score -561351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -561352.750000 Penalty: 2787.025146
	Iteration 29Q: 3 clusters Score -561352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -561353.562500 Penalty: 2787.025146
	Iteration 30Q: 3 clusters Score -561353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -561353.000000 Penalty: 2787.025146
	Iteration 31Q: 3 clusters Score -561353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -561353.687500 Penalty: 2787.025146
	Iteration 32Q: 3 clusters Score -561353.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -561353.687500 Penalty: 2787.025146
	Iteration 33F: 3 clusters Score -561353.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Entering Unmasked Estep 
Score: -3805453.750000 Penalty: 1698.700806
	Iteration 0F: 2 clusters Score -3805454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3782162.500000 Penalty: 3397.401611
	Iteration 0F: 3 clusters Score -3782162 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3791172.000000 Penalty: 3397.401611
	Iteration 1F: 3 clusters Score -3791172 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3791528.250000 Penalty: 3397.401611
	Iteration 2Q: 3 clusters Score -3791528 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3791817.750000 Penalty: 3397.401611
	Iteration 3Q: 3 clusters Score -3791818 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3792161.250000 Penalty: 3397.401611
	Iteration 4Q: 3 clusters Score -3792161 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3792595.500000 Penalty: 3397.401611
	Iteration 5Q: 3 clusters Score -3792596 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3793323.500000 Penalty: 3397.401611
	Iteration 6Q: 3 clusters Score -3793324 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3794505.000000 Penalty: 3397.401611
	Iteration 7F: 3 clusters Score -3794505 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3796432.750000 Penalty: 3397.401611
	Iteration 8F: 3 clusters Score -3796433 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -3798997.000000 Penalty: 3397.401611
	Iteration 9F: 3 clusters Score -3798997 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3801378.000000 Penalty: 3397.401611
	Iteration 10F: 3 clusters Score -3801378 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3802819.000000 Penalty: 3397.401611
	Iteration 11Q: 3 clusters Score -3802819 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3803426.000000 Penalty: 3397.401611
	Iteration 12Q: 3 clusters Score -3803426 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3803696.000000 Penalty: 3397.401611
	Iteration 13Q: 3 clusters Score -3803696 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3803813.000000 Penalty: 3397.401611
	Iteration 14Q: 3 clusters Score -3803813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3803889.750000 Penalty: 3397.401611
	Iteration 15Q: 3 clusters Score -3803890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3803944.250000 Penalty: 3397.401611
	Iteration 16Q: 3 clusters Score -3803944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3803978.000000 Penalty: 3397.401611
	Iteration 17Q: 3 clusters Score -3803978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3803998.250000 Penalty: 3397.401611
	Iteration 18Q: 3 clusters Score -3803998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3804010.250000 Penalty: 3397.401611
	Iteration 19Q: 3 clusters Score -3804010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3804024.250000 Penalty: 3397.401611
	Iteration 20F: 3 clusters Score -3804024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3804035.000000 Penalty: 3397.401611
	Iteration 21Q: 3 clusters Score -3804035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3804039.000000 Penalty: 3397.401611
	Iteration 22Q: 3 clusters Score -3804039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3804038.750000 Penalty: 3397.401611
	Iteration 23Q: 3 clusters Score -3804039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3804040.000000 Penalty: 3397.401611
	Iteration 24Q: 3 clusters Score -3804040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3804044.000000 Penalty: 3397.401611
	Iteration 25Q: 3 clusters Score -3804044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3804047.000000 Penalty: 3397.401611
	Iteration 26Q: 3 clusters Score -3804047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3804048.750000 Penalty: 3397.401611
	Iteration 27Q: 3 clusters Score -3804049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3804049.000000 Penalty: 3397.401611
	Iteration 28Q: 3 clusters Score -3804049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3804052.500000 Penalty: 3397.401611
	Iteration 29Q: 3 clusters Score -3804052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3804053.750000 Penalty: 3397.401611
	Iteration 30Q: 3 clusters Score -3804054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3804053.750000 Penalty: 3397.401611
	Iteration 31F: 3 clusters Score -3804054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -463256.968750 Penalty: 1368.074219
	Iteration 0F: 2 clusters Score -463257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -459635.562500 Penalty: 2736.148438
	Iteration 0F: 3 clusters Score -459635.6 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -460999.156250 Penalty: 2736.148438
	Iteration 1F: 3 clusters Score -460999.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -461582.500000 Penalty: 2736.148438
	Iteration 2F: 3 clusters Score -461582.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -462038.718750 Penalty: 2736.148438
	Iteration 3F: 3 clusters Score -462038.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -462413.250000 Penalty: 2736.148438
	Iteration 4F: 3 clusters Score -462413.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -462682.218750 Penalty: 2736.148438
	Iteration 5F: 3 clusters Score -462682.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -462828.625000 Penalty: 2736.148438
	Iteration 6Q: 3 clusters Score -462828.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -462891.718750 Penalty: 2736.148438
	Iteration 7Q: 3 clusters Score -462891.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -462924.437500 Penalty: 2736.148438
	Iteration 8Q: 3 clusters Score -462924.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -462942.000000 Penalty: 2736.148438
	Iteration 9Q: 3 clusters Score -462942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -462953.250000 Penalty: 2736.148438
	Iteration 10Q: 3 clusters Score -462953.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -462961.750000 Penalty: 2736.148438
	Iteration 11Q: 3 clusters Score -462961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -462966.062500 Penalty: 2736.148438
	Iteration 12Q: 3 clusters Score -462966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -462967.625000 Penalty: 2736.148438
	Iteration 13Q: 3 clusters Score -462967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -462967.593750 Penalty: 2736.148438
	Iteration 14Q: 3 clusters Score -462967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -462967.593750 Penalty: 2736.148438
	Iteration 15F: 3 clusters Score -462967.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -291415.718750 Penalty: 1290.749390
	Iteration 0F: 2 clusters Score -291415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -288834.750000 Penalty: 2581.498779
	Iteration 0F: 3 clusters Score -288834.8 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -289553.093750 Penalty: 2581.498779
	Iteration 1F: 3 clusters Score -289553.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -289870.093750 Penalty: 2581.498779
	Iteration 2F: 3 clusters Score -289870.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -290210.437500 Penalty: 2581.498779
	Iteration 3F: 3 clusters Score -290210.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -290523.593750 Penalty: 2581.498779
	Iteration 4F: 3 clusters Score -290523.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -290817.937500 Penalty: 2581.498779
	Iteration 5F: 3 clusters Score -290817.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -291015.937500 Penalty: 2581.498779
	Iteration 6Q: 3 clusters Score -291015.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -291122.125000 Penalty: 2581.498779
	Iteration 7Q: 3 clusters Score -291122.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -291200.468750 Penalty: 2581.498779
	Iteration 8Q: 3 clusters Score -291200.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -291258.125000 Penalty: 2581.498779
	Iteration 9Q: 3 clusters Score -291258.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -291294.031250 Penalty: 2581.498779
	Iteration 10Q: 3 clusters Score -291294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -291325.187500 Penalty: 2581.498779
	Iteration 11Q: 3 clusters Score -291325.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -291355.781250 Penalty: 2581.498779
	Iteration 12Q: 3 clusters Score -291355.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -291402.656250 Penalty: 2581.498779
	Iteration 13Q: 3 clusters Score -291402.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291447.968750 Penalty: 2581.498779
	Iteration 14Q: 3 clusters Score -291448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -291478.656250 Penalty: 2581.498779
	Iteration 15Q: 3 clusters Score -291478.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -291500.093750 Penalty: 2581.498779
	Iteration 16Q: 3 clusters Score -291500.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -291514.218750 Penalty: 2581.498779
	Iteration 17Q: 3 clusters Score -291514.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -291520.562500 Penalty: 2581.498779
	Iteration 18Q: 3 clusters Score -291520.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -291526.343750 Penalty: 2581.498779
	Iteration 19Q: 3 clusters Score -291526.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -291528.843750 Penalty: 2581.498779
	Iteration 20F: 3 clusters Score -291528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -291534.500000 Penalty: 2581.498779
	Iteration 21Q: 3 clusters Score -291534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -291540.312500 Penalty: 2581.498779
	Iteration 22Q: 3 clusters Score -291540.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -291544.968750 Penalty: 2581.498779
	Iteration 23Q: 3 clusters Score -291545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -291548.093750 Penalty: 2581.498779
	Iteration 24Q: 3 clusters Score -291548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -291550.593750 Penalty: 2581.498779
	Iteration 25Q: 3 clusters Score -291550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -291551.250000 Penalty: 2581.498779
	Iteration 26Q: 3 clusters Score -291551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -291551.656250 Penalty: 2581.498779
	Iteration 27Q: 3 clusters Score -291551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291552.093750 Penalty: 2581.498779
	Iteration 28Q: 3 clusters Score -291552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -291552.062500 Penalty: 2581.498779
	Iteration 29Q: 3 clusters Score -291552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -291552.062500 Penalty: 2581.498779
	Iteration 30F: 3 clusters Score -291552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72230 members 
Mstep: Class 3 contains 176645 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65658 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173465 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34667 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 1097 members 
Mstep: Class 14 contains 166917 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3167 members 
Entering Unmasked Estep 
Score: -93852848.000000 Penalty: 40048.039062
Splitting cluster 12 changes total score from -93853720.000000 to -93852848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (166917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166917 members 
Entering Unmasked Estep 
Score: -18102710.000000 Penalty: 1954.103516
	Iteration 0F: 2 clusters Score -1.810271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 83493 members 
Entering Unmasked Estep 
Score: -17991776.000000 Penalty: 3908.207031
	Iteration 0F: 3 clusters Score -1.799178e+07 nChanged 80298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -18038488.000000 Penalty: 3908.207031
	Iteration 1F: 3 clusters Score -1.803849e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -18039148.000000 Penalty: 3908.207031
	Iteration 2Q: 3 clusters Score -1.803915e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -18040022.000000 Penalty: 3908.207031
	Iteration 3Q: 3 clusters Score -1.804002e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 84515 members 
Entering Unmasked Estep 
Score: -18041334.000000 Penalty: 3908.207031
	Iteration 4Q: 3 clusters Score -1.804133e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -18043190.000000 Penalty: 3908.207031
	Iteration 5Q: 3 clusters Score -1.804319e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -18046180.000000 Penalty: 3908.207031
	Iteration 6Q: 3 clusters Score -1.804618e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -18051526.000000 Penalty: 3908.207031
	Iteration 7F: 3 clusters Score -1.805153e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -18060626.000000 Penalty: 3908.207031
	Iteration 8F: 3 clusters Score -1.806063e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -18071844.000000 Penalty: 3908.207031
	Iteration 9F: 3 clusters Score -1.807184e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -18079954.000000 Penalty: 3908.207031
	Iteration 10F: 3 clusters Score -1.807995e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -18083262.000000 Penalty: 3908.207031
	Iteration 11Q: 3 clusters Score -1.808326e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 102951 members 
Entering Unmasked Estep 
Score: -18084804.000000 Penalty: 3908.207031
	Iteration 12Q: 3 clusters Score -1.80848e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -18085796.000000 Penalty: 3908.207031
	Iteration 13Q: 3 clusters Score -1.80858e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 107237 members 
Entering Unmasked Estep 
Score: -18086652.000000 Penalty: 3908.207031
	Iteration 14Q: 3 clusters Score -1.808665e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 109389 members 
Entering Unmasked Estep 
Score: -18087454.000000 Penalty: 3908.207031
	Iteration 15Q: 3 clusters Score -1.808745e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 111569 members 
Entering Unmasked Estep 
Score: -18088352.000000 Penalty: 3908.207031
	Iteration 16Q: 3 clusters Score -1.808835e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -18089162.000000 Penalty: 3908.207031
	Iteration 17Q: 3 clusters Score -1.808916e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -18089920.000000 Penalty: 3908.207031
	Iteration 18Q: 3 clusters Score -1.808992e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 118094 members 
Entering Unmasked Estep 
Score: -18090558.000000 Penalty: 3908.207031
	Iteration 19Q: 3 clusters Score -1.809056e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -18091180.000000 Penalty: 3908.207031
	Iteration 20F: 3 clusters Score -1.809118e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 122135 members 
Entering Unmasked Estep 
Score: -18091806.000000 Penalty: 3908.207031
	Iteration 21Q: 3 clusters Score -1.809181e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 124114 members 
Entering Unmasked Estep 
Score: -18092360.000000 Penalty: 3908.207031
	Iteration 22Q: 3 clusters Score -1.809236e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 126109 members 
Entering Unmasked Estep 
Score: -18092882.000000 Penalty: 3908.207031
	Iteration 23Q: 3 clusters Score -1.809288e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 128069 members 
Entering Unmasked Estep 
Score: -18093406.000000 Penalty: 3908.207031
	Iteration 24Q: 3 clusters Score -1.809341e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 129962 members 
Entering Unmasked Estep 
Score: -18094050.000000 Penalty: 3908.207031
	Iteration 25Q: 3 clusters Score -1.809405e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 131706 members 
Entering Unmasked Estep 
Score: -18094562.000000 Penalty: 3908.207031
	Iteration 26Q: 3 clusters Score -1.809456e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 133384 members 
Entering Unmasked Estep 
Score: -18095060.000000 Penalty: 3908.207031
	Iteration 27Q: 3 clusters Score -1.809506e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -18095484.000000 Penalty: 3908.207031
	Iteration 28Q: 3 clusters Score -1.809548e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 136551 members 
Entering Unmasked Estep 
Score: -18095890.000000 Penalty: 3908.207031
	Iteration 29Q: 3 clusters Score -1.809589e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 138028 members 
Entering Unmasked Estep 
Score: -18096388.000000 Penalty: 3908.207031
	Iteration 30Q: 3 clusters Score -1.809639e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 139440 members 
Entering Unmasked Estep 
Score: -18096778.000000 Penalty: 3908.207031
	Iteration 31Q: 3 clusters Score -1.809678e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 140793 members 
Entering Unmasked Estep 
Score: -18097090.000000 Penalty: 3908.207031
	Iteration 32Q: 3 clusters Score -1.809709e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 142099 members 
Entering Unmasked Estep 
Score: -18097396.000000 Penalty: 3908.207031
	Iteration 33Q: 3 clusters Score -1.80974e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 143343 members 
Entering Unmasked Estep 
Score: -18097690.000000 Penalty: 3908.207031
	Iteration 34Q: 3 clusters Score -1.809769e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 144554 members 
Entering Unmasked Estep 
Score: -18097974.000000 Penalty: 3908.207031
	Iteration 35Q: 3 clusters Score -1.809797e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 145711 members 
Entering Unmasked Estep 
Score: -18098308.000000 Penalty: 3908.207031
	Iteration 36Q: 3 clusters Score -1.809831e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 146826 members 
Entering Unmasked Estep 
Score: -18098594.000000 Penalty: 3908.207031
	Iteration 37Q: 3 clusters Score -1.809859e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -18098824.000000 Penalty: 3908.207031
	Iteration 38Q: 3 clusters Score -1.809882e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -18099030.000000 Penalty: 3908.207031
	Iteration 39Q: 3 clusters Score -1.809903e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 149798 members 
Entering Unmasked Estep 
Score: -18099152.000000 Penalty: 3908.207031
	Iteration 40F: 3 clusters Score -1.809915e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 150665 members 
Entering Unmasked Estep 
Score: -18099290.000000 Penalty: 3908.207031
	Iteration 41Q: 3 clusters Score -1.809929e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 151489 members 
Entering Unmasked Estep 
Score: -18099508.000000 Penalty: 3908.207031
	Iteration 42Q: 3 clusters Score -1.809951e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 152248 members 
Entering Unmasked Estep 
Score: -18099566.000000 Penalty: 3908.207031
	Iteration 43Q: 3 clusters Score -1.809957e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -18099728.000000 Penalty: 3908.207031
	Iteration 44Q: 3 clusters Score -1.809973e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 153659 members 
Entering Unmasked Estep 
Score: -18099868.000000 Penalty: 3908.207031
	Iteration 45Q: 3 clusters Score -1.809987e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 154284 members 
Entering Unmasked Estep 
Score: -18099984.000000 Penalty: 3908.207031
	Iteration 46Q: 3 clusters Score -1.809998e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -18100066.000000 Penalty: 3908.207031
	Iteration 47Q: 3 clusters Score -1.810007e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 155398 members 
Entering Unmasked Estep 
Score: -18100164.000000 Penalty: 3908.207031
	Iteration 48Q: 3 clusters Score -1.810016e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -18100204.000000 Penalty: 3908.207031
	Iteration 49Q: 3 clusters Score -1.81002e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 156344 members 
Entering Unmasked Estep 
Score: -18100250.000000 Penalty: 3908.207031
	Iteration 50Q: 3 clusters Score -1.810025e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 156759 members 
Entering Unmasked Estep 
Score: -18100396.000000 Penalty: 3908.207031
	Iteration 51Q: 3 clusters Score -1.81004e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -18100442.000000 Penalty: 3908.207031
	Iteration 52Q: 3 clusters Score -1.810044e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 157557 members 
Entering Unmasked Estep 
Score: -18100528.000000 Penalty: 3908.207031
	Iteration 53Q: 3 clusters Score -1.810053e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 157919 members 
Entering Unmasked Estep 
Score: -18100592.000000 Penalty: 3908.207031
	Iteration 54Q: 3 clusters Score -1.810059e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -18100652.000000 Penalty: 3908.207031
	Iteration 55Q: 3 clusters Score -1.810065e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 158557 members 
Entering Unmasked Estep 
Score: -18100666.000000 Penalty: 3908.207031
	Iteration 56Q: 3 clusters Score -1.810067e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 158869 members 
Entering Unmasked Estep 
Score: -18100702.000000 Penalty: 3908.207031
	Iteration 57Q: 3 clusters Score -1.81007e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 159142 members 
Entering Unmasked Estep 
Score: -18100716.000000 Penalty: 3908.207031
	Iteration 58Q: 3 clusters Score -1.810072e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 159403 members 
Entering Unmasked Estep 
Score: -18100740.000000 Penalty: 3908.207031
	Iteration 59Q: 3 clusters Score -1.810074e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 159652 members 
Entering Unmasked Estep 
Score: -18100770.000000 Penalty: 3908.207031
	Iteration 60F: 3 clusters Score -1.810077e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 159877 members 
Entering Unmasked Estep 
Score: -18100806.000000 Penalty: 3908.207031
	Iteration 61Q: 3 clusters Score -1.810081e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 160078 members 
Entering Unmasked Estep 
Score: -18100776.000000 Penalty: 3908.207031
	Iteration 62Q: 3 clusters Score -1.810078e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 160288 members 
Entering Unmasked Estep 
Score: -18100780.000000 Penalty: 3908.207031
	Iteration 63Q: 3 clusters Score -1.810078e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 160512 members 
Entering Unmasked Estep 
Score: -18100826.000000 Penalty: 3908.207031
	Iteration 64Q: 3 clusters Score -1.810083e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -18100790.000000 Penalty: 3908.207031
	Iteration 65Q: 3 clusters Score -1.810079e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 160906 members 
Entering Unmasked Estep 
Score: -18100786.000000 Penalty: 3908.207031
	Iteration 66Q: 3 clusters Score -1.810079e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 161092 members 
Entering Unmasked Estep 
Score: -18100792.000000 Penalty: 3908.207031
	Iteration 67Q: 3 clusters Score -1.810079e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -18100834.000000 Penalty: 3908.207031
	Iteration 68Q: 3 clusters Score -1.810083e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -18100848.000000 Penalty: 3908.207031
	Iteration 69Q: 3 clusters Score -1.810085e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 161621 members 
Entering Unmasked Estep 
Score: -18100848.000000 Penalty: 3908.207031
	Iteration 70Q: 3 clusters Score -1.810085e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 161780 members 
Entering Unmasked Estep 
Score: -18100818.000000 Penalty: 3908.207031
	Iteration 71Q: 3 clusters Score -1.810082e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -18100818.000000 Penalty: 3908.207031
	Iteration 72Q: 3 clusters Score -1.810082e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 162068 members 
Entering Unmasked Estep 
Score: -18100848.000000 Penalty: 3908.207031
	Iteration 73Q: 3 clusters Score -1.810085e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 162216 members 
Entering Unmasked Estep 
Score: -18100878.000000 Penalty: 3908.207031
	Iteration 74Q: 3 clusters Score -1.810088e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -18100924.000000 Penalty: 3908.207031
	Iteration 75Q: 3 clusters Score -1.810092e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -18100916.000000 Penalty: 3908.207031
	Iteration 76Q: 3 clusters Score -1.810092e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 162609 members 
Entering Unmasked Estep 
Score: -18100928.000000 Penalty: 3908.207031
	Iteration 77Q: 3 clusters Score -1.810093e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 162741 members 
Entering Unmasked Estep 
Score: -18100940.000000 Penalty: 3908.207031
	Iteration 78Q: 3 clusters Score -1.810094e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 162870 members 
Entering Unmasked Estep 
Score: -18100976.000000 Penalty: 3908.207031
	Iteration 79Q: 3 clusters Score -1.810098e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 162966 members 
Entering Unmasked Estep 
Score: -18100958.000000 Penalty: 3908.207031
	Iteration 80F: 3 clusters Score -1.810096e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 163048 members 
Entering Unmasked Estep 
Score: -18100954.000000 Penalty: 3908.207031
	Iteration 81Q: 3 clusters Score -1.810095e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 163114 members 
Entering Unmasked Estep 
Score: -18100970.000000 Penalty: 3908.207031
	Iteration 82Q: 3 clusters Score -1.810097e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -18100968.000000 Penalty: 3908.207031
	Iteration 83Q: 3 clusters Score -1.810097e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 163255 members 
Entering Unmasked Estep 
Score: -18101000.000000 Penalty: 3908.207031
	Iteration 84Q: 3 clusters Score -1.8101e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 163328 members 
Entering Unmasked Estep 
Score: -18101022.000000 Penalty: 3908.207031
	Iteration 85Q: 3 clusters Score -1.810102e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -18101040.000000 Penalty: 3908.207031
	Iteration 86Q: 3 clusters Score -1.810104e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 163446 members 
Entering Unmasked Estep 
Score: -18101066.000000 Penalty: 3908.207031
	Iteration 87Q: 3 clusters Score -1.810107e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 163503 members 
Entering Unmasked Estep 
Score: -18101050.000000 Penalty: 3908.207031
	Iteration 88Q: 3 clusters Score -1.810105e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 163553 members 
Entering Unmasked Estep 
Score: -18101064.000000 Penalty: 3908.207031
	Iteration 89Q: 3 clusters Score -1.810106e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 163600 members 
Entering Unmasked Estep 
Score: -18101080.000000 Penalty: 3908.207031
	Iteration 90Q: 3 clusters Score -1.810108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -18101068.000000 Penalty: 3908.207031
	Iteration 91Q: 3 clusters Score -1.810107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 163696 members 
Entering Unmasked Estep 
Score: -18101080.000000 Penalty: 3908.207031
	Iteration 92Q: 3 clusters Score -1.810108e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -18101088.000000 Penalty: 3908.207031
	Iteration 93Q: 3 clusters Score -1.810109e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 163773 members 
Entering Unmasked Estep 
Score: -18101084.000000 Penalty: 3908.207031
	Iteration 94Q: 3 clusters Score -1.810108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 163808 members 
Entering Unmasked Estep 
Score: -18101060.000000 Penalty: 3908.207031
	Iteration 95Q: 3 clusters Score -1.810106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 163843 members 
Entering Unmasked Estep 
Score: -18101064.000000 Penalty: 3908.207031
	Iteration 96Q: 3 clusters Score -1.810106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 163874 members 
Entering Unmasked Estep 
Score: -18101070.000000 Penalty: 3908.207031
	Iteration 97Q: 3 clusters Score -1.810107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -18101084.000000 Penalty: 3908.207031
	Iteration 98Q: 3 clusters Score -1.810108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -18101112.000000 Penalty: 3908.207031
	Iteration 99Q: 3 clusters Score -1.810111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 163961 members 
Entering Unmasked Estep 
Score: -18101126.000000 Penalty: 3908.207031
	Iteration 100F: 3 clusters Score -1.810113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -18101106.000000 Penalty: 3908.207031
	Iteration 101Q: 3 clusters Score -1.810111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 164004 members 
Entering Unmasked Estep 
Score: -18101118.000000 Penalty: 3908.207031
	Iteration 102Q: 3 clusters Score -1.810112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -18101116.000000 Penalty: 3908.207031
	Iteration 103Q: 3 clusters Score -1.810112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 164065 members 
Entering Unmasked Estep 
Score: -18101110.000000 Penalty: 3908.207031
	Iteration 104Q: 3 clusters Score -1.810111e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 164096 members 
Entering Unmasked Estep 
Score: -18101094.000000 Penalty: 3908.207031
	Iteration 105Q: 3 clusters Score -1.810109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -18101112.000000 Penalty: 3908.207031
	Iteration 106Q: 3 clusters Score -1.810111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 164145 members 
Entering Unmasked Estep 
Score: -18101132.000000 Penalty: 3908.207031
	Iteration 107Q: 3 clusters Score -1.810113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -18101120.000000 Penalty: 3908.207031
	Iteration 108Q: 3 clusters Score -1.810112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 164184 members 
Entering Unmasked Estep 
Score: -18101116.000000 Penalty: 3908.207031
	Iteration 109Q: 3 clusters Score -1.810112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -18101114.000000 Penalty: 3908.207031
	Iteration 110Q: 3 clusters Score -1.810111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -18101116.000000 Penalty: 3908.207031
	Iteration 111Q: 3 clusters Score -1.810112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -18101120.000000 Penalty: 3908.207031
	Iteration 112Q: 3 clusters Score -1.810112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 164250 members 
Entering Unmasked Estep 
Score: -18101116.000000 Penalty: 3908.207031
	Iteration 113Q: 3 clusters Score -1.810112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -18101120.000000 Penalty: 3908.207031
	Iteration 114Q: 3 clusters Score -1.810112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
Score: -18101136.000000 Penalty: 3908.207031
	Iteration 115Q: 3 clusters Score -1.810114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 164288 members 
Entering Unmasked Estep 
Score: -18101132.000000 Penalty: 3908.207031
	Iteration 116Q: 3 clusters Score -1.810113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 164299 members 
Entering Unmasked Estep 
Score: -18101130.000000 Penalty: 3908.207031
	Iteration 117Q: 3 clusters Score -1.810113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 164313 members 
Entering Unmasked Estep 
Score: -18101148.000000 Penalty: 3908.207031
	Iteration 118Q: 3 clusters Score -1.810115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -18101170.000000 Penalty: 3908.207031
	Iteration 119Q: 3 clusters Score -1.810117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 164345 members 
Entering Unmasked Estep 
Score: -18101172.000000 Penalty: 3908.207031
	Iteration 120F: 3 clusters Score -1.810117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 164361 members 
Entering Unmasked Estep 
Score: -18101164.000000 Penalty: 3908.207031
	Iteration 121Q: 3 clusters Score -1.810116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 164380 members 
Entering Unmasked Estep 
Score: -18101168.000000 Penalty: 3908.207031
	Iteration 122Q: 3 clusters Score -1.810117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 164401 members 
Entering Unmasked Estep 
Score: -18101172.000000 Penalty: 3908.207031
	Iteration 123Q: 3 clusters Score -1.810117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 164431 members 
Entering Unmasked Estep 
Score: -18101220.000000 Penalty: 3908.207031
	Iteration 124Q: 3 clusters Score -1.810122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 164443 members 
Entering Unmasked Estep 
Score: -18101222.000000 Penalty: 3908.207031
	Iteration 125Q: 3 clusters Score -1.810122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 164461 members 
Entering Unmasked Estep 
Score: -18101218.000000 Penalty: 3908.207031
	Iteration 126Q: 3 clusters Score -1.810122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 164477 members 
Entering Unmasked Estep 
Score: -18101220.000000 Penalty: 3908.207031
	Iteration 127Q: 3 clusters Score -1.810122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -18101224.000000 Penalty: 3908.207031
	Iteration 128Q: 3 clusters Score -1.810122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 164502 members 
Entering Unmasked Estep 
Score: -18101226.000000 Penalty: 3908.207031
	Iteration 129Q: 3 clusters Score -1.810123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 164508 members 
Entering Unmasked Estep 
Score: -18101228.000000 Penalty: 3908.207031
	Iteration 130Q: 3 clusters Score -1.810123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 164513 members 
Entering Unmasked Estep 
Score: -18101236.000000 Penalty: 3908.207031
	Iteration 131Q: 3 clusters Score -1.810124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 164514 members 
Entering Unmasked Estep 
Score: -18101232.000000 Penalty: 3908.207031
	Iteration 132Q: 3 clusters Score -1.810123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 164517 members 
Entering Unmasked Estep 
Score: -18101238.000000 Penalty: 3908.207031
	Iteration 133Q: 3 clusters Score -1.810124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -18101242.000000 Penalty: 3908.207031
	Iteration 134Q: 3 clusters Score -1.810124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 164525 members 
Entering Unmasked Estep 
Score: -18101248.000000 Penalty: 3908.207031
	Iteration 135Q: 3 clusters Score -1.810125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -18101242.000000 Penalty: 3908.207031
	Iteration 136Q: 3 clusters Score -1.810124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -18101248.000000 Penalty: 3908.207031
	Iteration 137Q: 3 clusters Score -1.810125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 164533 members 
Entering Unmasked Estep 
Score: -18101248.000000 Penalty: 3908.207031
	Iteration 138Q: 3 clusters Score -1.810125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 164537 members 
Entering Unmasked Estep 
Score: -18101232.000000 Penalty: 3908.207031
	Iteration 139Q: 3 clusters Score -1.810123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 164542 members 
Entering Unmasked Estep 
Score: -18101228.000000 Penalty: 3908.207031
	Iteration 140F: 3 clusters Score -1.810123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -18101226.000000 Penalty: 3908.207031
	Iteration 141Q: 3 clusters Score -1.810123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 164555 members 
Entering Unmasked Estep 
Score: -18101222.000000 Penalty: 3908.207031
	Iteration 142Q: 3 clusters Score -1.810122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -18101222.000000 Penalty: 3908.207031
	Iteration 143Q: 3 clusters Score -1.810122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 164561 members 
Entering Unmasked Estep 
Score: -18101220.000000 Penalty: 3908.207031
	Iteration 144Q: 3 clusters Score -1.810122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -18101222.000000 Penalty: 3908.207031
	Iteration 145Q: 3 clusters Score -1.810122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 164567 members 
Entering Unmasked Estep 
Score: -18101222.000000 Penalty: 3908.207031
	Iteration 146Q: 3 clusters Score -1.810122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -18101218.000000 Penalty: 3908.207031
	Iteration 147Q: 3 clusters Score -1.810122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 164570 members 
Entering Unmasked Estep 
Score: -18101218.000000 Penalty: 3908.207031
	Iteration 148Q: 3 clusters Score -1.810122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 164570 members 
Entering Unmasked Estep 
Score: -18101218.000000 Penalty: 3908.207031
	Iteration 149F: 3 clusters Score -1.810122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Entering Unmasked Estep 
Score: -4092067.500000 Penalty: 1710.457153
	Iteration 0F: 2 clusters Score -4092068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4067061.250000 Penalty: 3420.914307
	Iteration 0F: 3 clusters Score -4067061 nChanged 17245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4077121.250000 Penalty: 3420.914307
	Iteration 1F: 3 clusters Score -4077121 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4077665.500000 Penalty: 3420.914307
	Iteration 2Q: 3 clusters Score -4077666 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4078315.750000 Penalty: 3420.914307
	Iteration 3Q: 3 clusters Score -4078316 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4079111.250000 Penalty: 3420.914307
	Iteration 4Q: 3 clusters Score -4079111 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4080169.000000 Penalty: 3420.914307
	Iteration 5F: 3 clusters Score -4080169 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -4081551.500000 Penalty: 3420.914307
	Iteration 6F: 3 clusters Score -4081552 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -4083186.000000 Penalty: 3420.914307
	Iteration 7F: 3 clusters Score -4083186 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4084774.500000 Penalty: 3420.914307
	Iteration 8F: 3 clusters Score -4084774 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4086056.250000 Penalty: 3420.914307
	Iteration 9Q: 3 clusters Score -4086056 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -4086926.750000 Penalty: 3420.914307
	Iteration 10Q: 3 clusters Score -4086927 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4087494.000000 Penalty: 3420.914307
	Iteration 11Q: 3 clusters Score -4087494 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4087888.500000 Penalty: 3420.914307
	Iteration 12Q: 3 clusters Score -4087888 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4088228.250000 Penalty: 3420.914307
	Iteration 13Q: 3 clusters Score -4088228 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4088557.750000 Penalty: 3420.914307
	Iteration 14Q: 3 clusters Score -4088558 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4088859.500000 Penalty: 3420.914307
	Iteration 15Q: 3 clusters Score -4088860 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4089141.250000 Penalty: 3420.914307
	Iteration 16Q: 3 clusters Score -4089141 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4089384.000000 Penalty: 3420.914307
	Iteration 17Q: 3 clusters Score -4089384 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4089611.250000 Penalty: 3420.914307
	Iteration 18Q: 3 clusters Score -4089611 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4089802.750000 Penalty: 3420.914307
	Iteration 19Q: 3 clusters Score -4089803 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4089941.250000 Penalty: 3420.914307
	Iteration 20F: 3 clusters Score -4089941 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4090030.250000 Penalty: 3420.914307
	Iteration 21Q: 3 clusters Score -4090030 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4090111.250000 Penalty: 3420.914307
	Iteration 22Q: 3 clusters Score -4090111 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4090189.000000 Penalty: 3420.914307
	Iteration 23Q: 3 clusters Score -4090189 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4090270.500000 Penalty: 3420.914307
	Iteration 24Q: 3 clusters Score -4090270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4090325.500000 Penalty: 3420.914307
	Iteration 25Q: 3 clusters Score -4090326 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4090385.500000 Penalty: 3420.914307
	Iteration 26Q: 3 clusters Score -4090386 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4090411.750000 Penalty: 3420.914307
	Iteration 27Q: 3 clusters Score -4090412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4090438.500000 Penalty: 3420.914307
	Iteration 28Q: 3 clusters Score -4090438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4090472.000000 Penalty: 3420.914307
	Iteration 29Q: 3 clusters Score -4090472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4090489.250000 Penalty: 3420.914307
	Iteration 30Q: 3 clusters Score -4090489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4090498.000000 Penalty: 3420.914307
	Iteration 31Q: 3 clusters Score -4090498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4090527.500000 Penalty: 3420.914307
	Iteration 32Q: 3 clusters Score -4090528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4090541.250000 Penalty: 3420.914307
	Iteration 33Q: 3 clusters Score -4090541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4090550.500000 Penalty: 3420.914307
	Iteration 34Q: 3 clusters Score -4090550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4090557.500000 Penalty: 3420.914307
	Iteration 35Q: 3 clusters Score -4090558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4090565.000000 Penalty: 3420.914307
	Iteration 36Q: 3 clusters Score -4090565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4090572.750000 Penalty: 3420.914307
	Iteration 37Q: 3 clusters Score -4090573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4090572.500000 Penalty: 3420.914307
	Iteration 38Q: 3 clusters Score -4090572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4090577.750000 Penalty: 3420.914307
	Iteration 39Q: 3 clusters Score -4090578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4090584.000000 Penalty: 3420.914307
	Iteration 40F: 3 clusters Score -4090584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4090587.250000 Penalty: 3420.914307
	Iteration 41Q: 3 clusters Score -4090587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4090597.000000 Penalty: 3420.914307
	Iteration 42Q: 3 clusters Score -4090597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4090608.750000 Penalty: 3420.914307
	Iteration 43Q: 3 clusters Score -4090609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4090602.500000 Penalty: 3420.914307
	Iteration 44Q: 3 clusters Score -4090602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4090609.250000 Penalty: 3420.914307
	Iteration 45Q: 3 clusters Score -4090609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4090613.000000 Penalty: 3420.914307
	Iteration 46Q: 3 clusters Score -4090613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4090612.250000 Penalty: 3420.914307
	Iteration 47Q: 3 clusters Score -4090612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4090609.750000 Penalty: 3420.914307
	Iteration 48Q: 3 clusters Score -4090610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4090611.000000 Penalty: 3420.914307
	Iteration 49Q: 3 clusters Score -4090611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4090618.500000 Penalty: 3420.914307
	Iteration 50Q: 3 clusters Score -4090618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4090613.750000 Penalty: 3420.914307
	Iteration 51Q: 3 clusters Score -4090614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4090618.750000 Penalty: 3420.914307
	Iteration 52Q: 3 clusters Score -4090619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4090623.250000 Penalty: 3420.914307
	Iteration 53Q: 3 clusters Score -4090623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4090622.750000 Penalty: 3420.914307
	Iteration 54Q: 3 clusters Score -4090623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4090628.000000 Penalty: 3420.914307
	Iteration 55Q: 3 clusters Score -4090628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4090629.500000 Penalty: 3420.914307
	Iteration 56Q: 3 clusters Score -4090630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4090628.250000 Penalty: 3420.914307
	Iteration 57Q: 3 clusters Score -4090628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4090627.500000 Penalty: 3420.914307
	Iteration 58Q: 3 clusters Score -4090628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4090626.500000 Penalty: 3420.914307
	Iteration 59Q: 3 clusters Score -4090626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4090628.500000 Penalty: 3420.914307
	Iteration 60F: 3 clusters Score -4090628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4090631.250000 Penalty: 3420.914307
	Iteration 61Q: 3 clusters Score -4090631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4090627.500000 Penalty: 3420.914307
	Iteration 62Q: 3 clusters Score -4090628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4090628.000000 Penalty: 3420.914307
	Iteration 63Q: 3 clusters Score -4090628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4090630.750000 Penalty: 3420.914307
	Iteration 64Q: 3 clusters Score -4090631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4090635.000000 Penalty: 3420.914307
	Iteration 65Q: 3 clusters Score -4090635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4090635.000000 Penalty: 3420.914307
	Iteration 66Q: 3 clusters Score -4090635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4090634.250000 Penalty: 3420.914307
	Iteration 67Q: 3 clusters Score -4090634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4090631.250000 Penalty: 3420.914307
	Iteration 68Q: 3 clusters Score -4090631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4090631.250000 Penalty: 3420.914307
	Iteration 69F: 3 clusters Score -4090631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -34037.320312 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -34037.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33155.816406 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -33155.82 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33376.968750 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -33376.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33450.476562 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -33450.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33481.652344 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -33481.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33490.187500 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -33490.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33497.339844 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -33497.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33501.445312 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -33501.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33501.445312 Penalty: 1928.840576
	Iteration 7F: 3 clusters Score -33501.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Entering Unmasked Estep 
Score: -5144179.000000 Penalty: 1754.326416
	Iteration 0F: 2 clusters Score -5144179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -5111272.000000 Penalty: 3508.652832
	Iteration 0F: 3 clusters Score -5111272 nChanged 23012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5124410.000000 Penalty: 3508.652832
	Iteration 1F: 3 clusters Score -5124410 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5125258.500000 Penalty: 3508.652832
	Iteration 2Q: 3 clusters Score -5125258 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5126713.000000 Penalty: 3508.652832
	Iteration 3F: 3 clusters Score -5126713 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -5129144.000000 Penalty: 3508.652832
	Iteration 4F: 3 clusters Score -5129144 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -5132845.500000 Penalty: 3508.652832
	Iteration 5F: 3 clusters Score -5132846 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -5136980.500000 Penalty: 3508.652832
	Iteration 6F: 3 clusters Score -5136980 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5139999.500000 Penalty: 3508.652832
	Iteration 7F: 3 clusters Score -5140000 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5141560.000000 Penalty: 3508.652832
	Iteration 8Q: 3 clusters Score -5141560 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5142245.500000 Penalty: 3508.652832
	Iteration 9Q: 3 clusters Score -5142246 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5142584.000000 Penalty: 3508.652832
	Iteration 10Q: 3 clusters Score -5142584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5142740.500000 Penalty: 3508.652832
	Iteration 11Q: 3 clusters Score -5142740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5142826.000000 Penalty: 3508.652832
	Iteration 12Q: 3 clusters Score -5142826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5142899.500000 Penalty: 3508.652832
	Iteration 13Q: 3 clusters Score -5142900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5142955.500000 Penalty: 3508.652832
	Iteration 14Q: 3 clusters Score -5142956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5142993.500000 Penalty: 3508.652832
	Iteration 15Q: 3 clusters Score -5142994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5143031.000000 Penalty: 3508.652832
	Iteration 16Q: 3 clusters Score -5143031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5143047.500000 Penalty: 3508.652832
	Iteration 17Q: 3 clusters Score -5143048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5143068.000000 Penalty: 3508.652832
	Iteration 18Q: 3 clusters Score -5143068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5143079.000000 Penalty: 3508.652832
	Iteration 19Q: 3 clusters Score -5143079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5143092.500000 Penalty: 3508.652832
	Iteration 20F: 3 clusters Score -5143092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5143110.500000 Penalty: 3508.652832
	Iteration 21Q: 3 clusters Score -5143110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5143113.000000 Penalty: 3508.652832
	Iteration 22Q: 3 clusters Score -5143113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5143113.000000 Penalty: 3508.652832
	Iteration 23Q: 3 clusters Score -5143113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5143117.500000 Penalty: 3508.652832
	Iteration 24Q: 3 clusters Score -5143118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5143123.000000 Penalty: 3508.652832
	Iteration 25Q: 3 clusters Score -5143123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5143130.000000 Penalty: 3508.652832
	Iteration 26Q: 3 clusters Score -5143130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5143140.000000 Penalty: 3508.652832
	Iteration 27Q: 3 clusters Score -5143140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5143145.000000 Penalty: 3508.652832
	Iteration 28Q: 3 clusters Score -5143145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5143150.500000 Penalty: 3508.652832
	Iteration 29Q: 3 clusters Score -5143150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5143152.500000 Penalty: 3508.652832
	Iteration 30Q: 3 clusters Score -5143152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5143163.500000 Penalty: 3508.652832
	Iteration 31Q: 3 clusters Score -5143164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5143163.500000 Penalty: 3508.652832
	Iteration 32F: 3 clusters Score -5143164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -353520.031250 Penalty: 1309.837769
	Iteration 0F: 2 clusters Score -353520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -350652.437500 Penalty: 2619.675537
	Iteration 0F: 3 clusters Score -350652.4 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -351376.312500 Penalty: 2619.675537
	Iteration 1F: 3 clusters Score -351376.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -351534.218750 Penalty: 2619.675537
	Iteration 2F: 3 clusters Score -351534.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -351644.031250 Penalty: 2619.675537
	Iteration 3F: 3 clusters Score -351644 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -351714.093750 Penalty: 2619.675537
	Iteration 4Q: 3 clusters Score -351714.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -351773.000000 Penalty: 2619.675537
	Iteration 5Q: 3 clusters Score -351773 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -351808.093750 Penalty: 2619.675537
	Iteration 6Q: 3 clusters Score -351808.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -351828.406250 Penalty: 2619.675537
	Iteration 7Q: 3 clusters Score -351828.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -351839.562500 Penalty: 2619.675537
	Iteration 8Q: 3 clusters Score -351839.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -351854.562500 Penalty: 2619.675537
	Iteration 9Q: 3 clusters Score -351854.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -351875.531250 Penalty: 2619.675537
	Iteration 10Q: 3 clusters Score -351875.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -351891.906250 Penalty: 2619.675537
	Iteration 11Q: 3 clusters Score -351891.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -351905.656250 Penalty: 2619.675537
	Iteration 12Q: 3 clusters Score -351905.7 nChanged 26
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: -351916.031250 Penalty: 2619.675537
	Iteration 13Q: 3 clusters Score -351916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -351923.968750 Penalty: 2619.675537
	Iteration 14Q: 3 clusters Score -351924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -351932.156250 Penalty: 2619.675537
	Iteration 15Q: 3 clusters Score -351932.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -351942.000000 Penalty: 2619.675537
	Iteration 16Q: 3 clusters Score -351942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -351952.156250 Penalty: 2619.675537
	Iteration 17Q: 3 clusters Score -351952.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -351964.125000 Penalty: 2619.675537
	Iteration 18Q: 3 clusters Score -351964.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -351978.531250 Penalty: 2619.675537
	Iteration 19Q: 3 clusters Score -351978.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -351992.343750 Penalty: 2619.675537
	Iteration 20F: 3 clusters Score -351992.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -352004.687500 Penalty: 2619.675537
	Iteration 21Q: 3 clusters Score -352004.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -352010.531250 Penalty: 2619.675537
	Iteration 22Q: 3 clusters Score -352010.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -352014.062500 Penalty: 2619.675537
	Iteration 23Q: 3 clusters Score -352014.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -352016.687500 Penalty: 2619.675537
	Iteration 24Q: 3 clusters Score -352016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -352018.593750 Penalty: 2619.675537
	Iteration 25Q: 3 clusters Score -352018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -352021.062500 Penalty: 2619.675537
	Iteration 26Q: 3 clusters Score -352021.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -352026.093750 Penalty: 2619.675537
	Iteration 27Q: 3 clusters Score -352026.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -352031.187500 Penalty: 2619.675537
	Iteration 28Q: 3 clusters Score -352031.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -352036.125000 Penalty: 2619.675537
	Iteration 29Q: 3 clusters Score -352036.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -352042.781250 Penalty: 2619.675537
	Iteration 30Q: 3 clusters Score -352042.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -352048.250000 Penalty: 2619.675537
	Iteration 31Q: 3 clusters Score -352048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -352054.187500 Penalty: 2619.675537
	Iteration 32Q: 3 clusters Score -352054.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -352059.718750 Penalty: 2619.675537
	Iteration 33Q: 3 clusters Score -352059.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -352065.031250 Penalty: 2619.675537
	Iteration 34Q: 3 clusters Score -352065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -352068.343750 Penalty: 2619.675537
	Iteration 35Q: 3 clusters Score -352068.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -352071.781250 Penalty: 2619.675537
	Iteration 36Q: 3 clusters Score -352071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -352074.562500 Penalty: 2619.675537
	Iteration 37Q: 3 clusters Score -352074.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -352078.937500 Penalty: 2619.675537
	Iteration 38Q: 3 clusters Score -352078.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -352085.468750 Penalty: 2619.675537
	Iteration 39Q: 3 clusters Score -352085.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -352092.531250 Penalty: 2619.675537
	Iteration 40F: 3 clusters Score -352092.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -352100.218750 Penalty: 2619.675537
	Iteration 41Q: 3 clusters Score -352100.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -352111.812500 Penalty: 2619.675537
	Iteration 42Q: 3 clusters Score -352111.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -352122.531250 Penalty: 2619.675537
	Iteration 43Q: 3 clusters Score -352122.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -352131.562500 Penalty: 2619.675537
	Iteration 44Q: 3 clusters Score -352131.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -352139.093750 Penalty: 2619.675537
	Iteration 45Q: 3 clusters Score -352139.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -352147.843750 Penalty: 2619.675537
	Iteration 46Q: 3 clusters Score -352147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -352152.406250 Penalty: 2619.675537
	Iteration 47Q: 3 clusters Score -352152.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -352157.812500 Penalty: 2619.675537
	Iteration 48Q: 3 clusters Score -352157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -352161.000000 Penalty: 2619.675537
	Iteration 49Q: 3 clusters Score -352161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -352163.875000 Penalty: 2619.675537
	Iteration 50Q: 3 clusters Score -352163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -352167.781250 Penalty: 2619.675537
	Iteration 51Q: 3 clusters Score -352167.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -352173.437500 Penalty: 2619.675537
	Iteration 52Q: 3 clusters Score -352173.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -352176.750000 Penalty: 2619.675537
	Iteration 53Q: 3 clusters Score -352176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -352180.843750 Penalty: 2619.675537
	Iteration 54Q: 3 clusters Score -352180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -352182.531250 Penalty: 2619.675537
	Iteration 55Q: 3 clusters Score -352182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -352182.531250 Penalty: 2619.675537
	Iteration 56F: 3 clusters Score -352182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72230 members 
Mstep: Class 3 contains 176645 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65658 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173465 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34667 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 14 contains 166917 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853672.000000 Penalty: 37823.148438
Iteration 319Q: 18 clusters Score -9.385367e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72231 members 
Mstep: Class 3 contains 176650 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65649 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173463 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34666 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 166930 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853680.000000 Penalty: 37823.148438
Iteration 320F: 18 clusters Score -9.385368e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72229 members 
Mstep: Class 3 contains 176653 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65647 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173457 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 34665 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 166946 members 
Mstep: Class 16 contains 37266 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853680.000000 Penalty: 37823.148438
Iteration 321Q: 18 clusters Score -9.385368e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72230 members 
Mstep: Class 3 contains 176660 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65642 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173450 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 34664 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 166961 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853688.000000 Penalty: 37823.148438
Iteration 322Q: 18 clusters Score -9.385369e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72231 members 
Mstep: Class 3 contains 176659 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65644 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173443 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 34664 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 166971 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48820 members 
Mstep: Class 20 contains 3143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853672.000000 Penalty: 37823.148438
Iteration 323Q: 18 clusters Score -9.385367e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72230 members 
Mstep: Class 3 contains 176668 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65640 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173440 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 34664 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 166975 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48820 members 
Mstep: Class 20 contains 3137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 324Q: 18 clusters Score -9.385361e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72232 members 
Mstep: Class 3 contains 176672 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65638 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173440 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 34664 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 166976 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853696.000000 Penalty: 37823.148438
Iteration 325Q: 18 clusters Score -9.38537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72232 members 
Mstep: Class 3 contains 176674 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65636 members 
Mstep: Class 6 contains 46896 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173441 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34665 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 166980 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 326Q: 18 clusters Score -9.385363e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72232 members 
Mstep: Class 3 contains 176669 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65630 members 
Mstep: Class 6 contains 46899 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173444 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34665 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 166990 members 
Mstep: Class 16 contains 37261 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853664.000000 Penalty: 37823.148438
Iteration 327Q: 18 clusters Score -9.385366e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72230 members 
Mstep: Class 3 contains 176677 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65622 members 
Mstep: Class 6 contains 46902 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173438 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34664 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167004 members 
Mstep: Class 16 contains 37260 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48820 members 
Mstep: Class 20 contains 3115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853696.000000 Penalty: 37823.148438
Iteration 328Q: 18 clusters Score -9.38537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72229 members 
Mstep: Class 3 contains 176683 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65617 members 
Mstep: Class 6 contains 46905 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173432 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34663 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167010 members 
Mstep: Class 16 contains 37260 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853672.000000 Penalty: 37823.148438
Iteration 329Q: 18 clusters Score -9.385367e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72228 members 
Mstep: Class 3 contains 176691 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65617 members 
Mstep: Class 6 contains 46907 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173426 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34662 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167018 members 
Mstep: Class 16 contains 37260 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853728.000000 Penalty: 37823.148438
Iteration 330Q: 18 clusters Score -9.385373e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 72227 members 
Mstep: Class 3 contains 176696 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65613 members 
Mstep: Class 6 contains 46908 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173416 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34661 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167032 members 
Mstep: Class 16 contains 37260 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48817 members 
Mstep: Class 20 contains 3101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853760.000000 Penalty: 37823.148438
Iteration 331Q: 18 clusters Score -9.385376e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72224 members 
Mstep: Class 3 contains 176701 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65611 members 
Mstep: Class 6 contains 46909 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173410 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34658 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167044 members 
Mstep: Class 16 contains 37262 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853688.000000 Penalty: 37823.148438
Iteration 332Q: 18 clusters Score -9.385369e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72221 members 
Mstep: Class 3 contains 176715 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65606 members 
Mstep: Class 6 contains 46907 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173407 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34659 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167056 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853760.000000 Penalty: 37823.148438
Iteration 333Q: 18 clusters Score -9.385376e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72219 members 
Mstep: Class 3 contains 176726 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65607 members 
Mstep: Class 6 contains 46906 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173404 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34661 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167065 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853728.000000 Penalty: 37823.148438
Iteration 334Q: 18 clusters Score -9.385373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72218 members 
Mstep: Class 3 contains 176744 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65602 members 
Mstep: Class 6 contains 46907 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173398 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34662 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167074 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853760.000000 Penalty: 37823.148438
Iteration 335Q: 18 clusters Score -9.385376e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72216 members 
Mstep: Class 3 contains 176759 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65598 members 
Mstep: Class 6 contains 46908 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173395 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34662 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167076 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853760.000000 Penalty: 37823.148438
Iteration 336Q: 18 clusters Score -9.385376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72213 members 
Mstep: Class 3 contains 176772 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65596 members 
Mstep: Class 6 contains 46909 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173395 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34661 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167077 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853784.000000 Penalty: 37823.148438
Iteration 337Q: 18 clusters Score -9.385378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72212 members 
Mstep: Class 3 contains 176785 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65593 members 
Mstep: Class 6 contains 46907 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173391 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34661 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167080 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 3022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853704.000000 Penalty: 37823.148438
Iteration 338Q: 18 clusters Score -9.38537e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72209 members 
Mstep: Class 3 contains 176798 members 
Mstep: Class 4 contains 40827 members 
Mstep: Class 5 contains 65589 members 
Mstep: Class 6 contains 46910 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173386 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34660 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167087 members 
Mstep: Class 16 contains 37263 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48818 members 
Mstep: Class 20 contains 3013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853696.000000 Penalty: 37823.148438
Iteration 339Q: 18 clusters Score -9.38537e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72210 members 
Mstep: Class 3 contains 176804 members 
Mstep: Class 4 contains 40828 members 
Mstep: Class 5 contains 65587 members 
Mstep: Class 6 contains 46915 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173384 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34659 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167090 members 
Mstep: Class 16 contains 37262 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 2999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 340F: 18 clusters Score -9.385361e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72210 members 
Mstep: Class 3 contains 176810 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65583 members 
Mstep: Class 6 contains 46917 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173384 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34657 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167094 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48823 members 
Mstep: Class 20 contains 2988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853600.000000 Penalty: 37823.148438
Iteration 341Q: 18 clusters Score -9.38536e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72211 members 
Mstep: Class 3 contains 176807 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 65580 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173381 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34658 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167101 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48824 members 
Mstep: Class 20 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853552.000000 Penalty: 37823.148438
Iteration 342Q: 18 clusters Score -9.385355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72215 members 
Mstep: Class 3 contains 176809 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 65577 members 
Mstep: Class 6 contains 46922 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173377 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34658 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167104 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48824 members 
Mstep: Class 20 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853600.000000 Penalty: 37823.148438
Iteration 343Q: 18 clusters Score -9.38536e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72218 members 
Mstep: Class 3 contains 176819 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 65579 members 
Mstep: Class 6 contains 46921 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173372 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34657 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167107 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48823 members 
Mstep: Class 20 contains 2968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 344Q: 18 clusters Score -9.385361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72216 members 
Mstep: Class 3 contains 176830 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65576 members 
Mstep: Class 6 contains 46923 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173370 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34656 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167108 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 345Q: 18 clusters Score -9.385364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72216 members 
Mstep: Class 3 contains 176835 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 65575 members 
Mstep: Class 6 contains 46924 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173371 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34657 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167106 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 2957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853592.000000 Penalty: 37823.148438
Iteration 346Q: 18 clusters Score -9.385359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72216 members 
Mstep: Class 3 contains 176843 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 65575 members 
Mstep: Class 6 contains 46922 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173373 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34656 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167109 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48824 members 
Mstep: Class 20 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853568.000000 Penalty: 37823.148438
Iteration 347Q: 18 clusters Score -9.385357e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72218 members 
Mstep: Class 3 contains 176854 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 65574 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173373 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34655 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167112 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48827 members 
Mstep: Class 20 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853616.000000 Penalty: 37823.148438
Iteration 348Q: 18 clusters Score -9.385362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72218 members 
Mstep: Class 3 contains 176860 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 65574 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173370 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34656 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167117 members 
Mstep: Class 16 contains 37264 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48828 members 
Mstep: Class 20 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853592.000000 Penalty: 37823.148438
Iteration 349Q: 18 clusters Score -9.385359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72219 members 
Mstep: Class 3 contains 176873 members 
Mstep: Class 4 contains 40831 members 
Mstep: Class 5 contains 65573 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173368 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34655 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167117 members 
Mstep: Class 16 contains 37265 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 350Q: 18 clusters Score -9.385361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72220 members 
Mstep: Class 3 contains 176879 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65569 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173366 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167121 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853592.000000 Penalty: 37823.148438
Iteration 351Q: 18 clusters Score -9.385359e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72220 members 
Mstep: Class 3 contains 176887 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65565 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173365 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167123 members 
Mstep: Class 16 contains 37269 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853616.000000 Penalty: 37823.148438
Iteration 352Q: 18 clusters Score -9.385362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72220 members 
Mstep: Class 3 contains 176896 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65562 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173364 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167124 members 
Mstep: Class 16 contains 37269 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853648.000000 Penalty: 37823.148438
Iteration 353Q: 18 clusters Score -9.385365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72218 members 
Mstep: Class 3 contains 176905 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65561 members 
Mstep: Class 6 contains 46921 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173362 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167122 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48830 members 
Mstep: Class 20 contains 2886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853584.000000 Penalty: 37823.148438
Iteration 354Q: 18 clusters Score -9.385358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72216 members 
Mstep: Class 3 contains 176910 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65558 members 
Mstep: Class 6 contains 46921 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173363 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167125 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48830 members 
Mstep: Class 20 contains 2882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 355Q: 18 clusters Score -9.385361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72215 members 
Mstep: Class 3 contains 176913 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65555 members 
Mstep: Class 6 contains 46922 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173359 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167129 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48830 members 
Mstep: Class 20 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853624.000000 Penalty: 37823.148438
Iteration 356Q: 18 clusters Score -9.385362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72212 members 
Mstep: Class 3 contains 176913 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65555 members 
Mstep: Class 6 contains 46921 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173358 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167136 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48830 members 
Mstep: Class 20 contains 2879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853664.000000 Penalty: 37823.148438
Iteration 357Q: 18 clusters Score -9.385366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72215 members 
Mstep: Class 3 contains 176908 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65552 members 
Mstep: Class 6 contains 46923 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173357 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167144 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853664.000000 Penalty: 37823.148438
Iteration 358Q: 18 clusters Score -9.385366e+07 nChanged 18
Entering ConstructFrom: 
Score: -93853664.000000 Penalty: 37823.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Entering Unmasked Estep 
Score: -365392.187500 Penalty: 1312.181152
	Iteration 0F: 2 clusters Score -365392.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -362523.687500 Penalty: 2624.362305
	Iteration 0F: 3 clusters Score -362523.7 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -363179.375000 Penalty: 2624.362305
	Iteration 1F: 3 clusters Score -363179.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -363313.781250 Penalty: 2624.362305
	Iteration 2F: 3 clusters Score -363313.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -363413.687500 Penalty: 2624.362305
	Iteration 3F: 3 clusters Score -363413.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -363472.531250 Penalty: 2624.362305
	Iteration 4Q: 3 clusters Score -363472.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -363515.500000 Penalty: 2624.362305
	Iteration 5Q: 3 clusters Score -363515.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -363539.531250 Penalty: 2624.362305
	Iteration 6Q: 3 clusters Score -363539.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -363556.875000 Penalty: 2624.362305
	Iteration 7Q: 3 clusters Score -363556.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -363572.250000 Penalty: 2624.362305
	Iteration 8Q: 3 clusters Score -363572.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -363583.875000 Penalty: 2624.362305
	Iteration 9Q: 3 clusters Score -363583.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -363593.062500 Penalty: 2624.362305
	Iteration 10Q: 3 clusters Score -363593.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -363598.781250 Penalty: 2624.362305
	Iteration 11Q: 3 clusters Score -363598.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -363605.156250 Penalty: 2624.362305
	Iteration 12Q: 3 clusters Score -363605.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -363611.437500 Penalty: 2624.362305
	Iteration 13Q: 3 clusters Score -363611.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -363619.000000 Penalty: 2624.362305
	Iteration 14Q: 3 clusters Score -363619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -363629.187500 Penalty: 2624.362305
	Iteration 15Q: 3 clusters Score -363629.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -363636.406250 Penalty: 2624.362305
	Iteration 16Q: 3 clusters Score -363636.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -363645.000000 Penalty: 2624.362305
	Iteration 17Q: 3 clusters Score -363645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -363651.125000 Penalty: 2624.362305
	Iteration 18Q: 3 clusters Score -363651.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -363656.218750 Penalty: 2624.362305
	Iteration 19Q: 3 clusters Score -363656.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -363662.187500 Penalty: 2624.362305
	Iteration 20F: 3 clusters Score -363662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -363665.343750 Penalty: 2624.362305
	Iteration 21Q: 3 clusters Score -363665.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -363668.968750 Penalty: 2624.362305
	Iteration 22Q: 3 clusters Score -363669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -363672.718750 Penalty: 2624.362305
	Iteration 23Q: 3 clusters Score -363672.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -363678.031250 Penalty: 2624.362305
	Iteration 24Q: 3 clusters Score -363678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -363685.156250 Penalty: 2624.362305
	Iteration 25Q: 3 clusters Score -363685.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -363692.156250 Penalty: 2624.362305
	Iteration 26Q: 3 clusters Score -363692.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -363700.343750 Penalty: 2624.362305
	Iteration 27Q: 3 clusters Score -363700.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -363706.781250 Penalty: 2624.362305
	Iteration 28Q: 3 clusters Score -363706.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -363712.281250 Penalty: 2624.362305
	Iteration 29Q: 3 clusters Score -363712.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -363717.593750 Penalty: 2624.362305
	Iteration 30Q: 3 clusters Score -363717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -363721.312500 Penalty: 2624.362305
	Iteration 31Q: 3 clusters Score -363721.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -363725.343750 Penalty: 2624.362305
	Iteration 32Q: 3 clusters Score -363725.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -363730.218750 Penalty: 2624.362305
	Iteration 33Q: 3 clusters Score -363730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -363735.718750 Penalty: 2624.362305
	Iteration 34Q: 3 clusters Score -363735.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -363740.937500 Penalty: 2624.362305
	Iteration 35Q: 3 clusters Score -363740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -363745.468750 Penalty: 2624.362305
	Iteration 36Q: 3 clusters Score -363745.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -363749.093750 Penalty: 2624.362305
	Iteration 37Q: 3 clusters Score -363749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -363753.187500 Penalty: 2624.362305
	Iteration 38Q: 3 clusters Score -363753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -363755.218750 Penalty: 2624.362305
	Iteration 39Q: 3 clusters Score -363755.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -363759.343750 Penalty: 2624.362305
	Iteration 40F: 3 clusters Score -363759.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -363762.093750 Penalty: 2624.362305
	Iteration 41Q: 3 clusters Score -363762.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -363765.437500 Penalty: 2624.362305
	Iteration 42Q: 3 clusters Score -363765.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -363770.500000 Penalty: 2624.362305
	Iteration 43Q: 3 clusters Score -363770.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -363778.187500 Penalty: 2624.362305
	Iteration 44Q: 3 clusters Score -363778.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -363789.843750 Penalty: 2624.362305
	Iteration 45Q: 3 clusters Score -363789.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -363803.843750 Penalty: 2624.362305
	Iteration 46Q: 3 clusters Score -363803.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -363817.281250 Penalty: 2624.362305
	Iteration 47Q: 3 clusters Score -363817.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -363836.250000 Penalty: 2624.362305
	Iteration 48Q: 3 clusters Score -363836.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -363862.468750 Penalty: 2624.362305
	Iteration 49Q: 3 clusters Score -363862.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -363893.406250 Penalty: 2624.362305
	Iteration 50Q: 3 clusters Score -363893.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -363919.500000 Penalty: 2624.362305
	Iteration 51Q: 3 clusters Score -363919.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -363946.781250 Penalty: 2624.362305
	Iteration 52Q: 3 clusters Score -363946.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -363967.218750 Penalty: 2624.362305
	Iteration 53Q: 3 clusters Score -363967.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -363986.437500 Penalty: 2624.362305
	Iteration 54Q: 3 clusters Score -363986.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -364004.875000 Penalty: 2624.362305
	Iteration 55Q: 3 clusters Score -364004.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -364021.750000 Penalty: 2624.362305
	Iteration 56Q: 3 clusters Score -364021.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -364047.375000 Penalty: 2624.362305
	Iteration 57Q: 3 clusters Score -364047.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -364066.156250 Penalty: 2624.362305
	Iteration 58Q: 3 clusters Score -364066.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -364078.218750 Penalty: 2624.362305
	Iteration 59Q: 3 clusters Score -364078.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -364091.187500 Penalty: 2624.362305
	Iteration 60F: 3 clusters Score -364091.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -364099.375000 Penalty: 2624.362305
	Iteration 61Q: 3 clusters Score -364099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -364107.937500 Penalty: 2624.362305
	Iteration 62Q: 3 clusters Score -364107.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -364116.250000 Penalty: 2624.362305
	Iteration 63Q: 3 clusters Score -364116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -364126.125000 Penalty: 2624.362305
	Iteration 64Q: 3 clusters Score -364126.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -364134.468750 Penalty: 2624.362305
	Iteration 65Q: 3 clusters Score -364134.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -364144.031250 Penalty: 2624.362305
	Iteration 66Q: 3 clusters Score -364144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -364152.781250 Penalty: 2624.362305
	Iteration 67Q: 3 clusters Score -364152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -364161.093750 Penalty: 2624.362305
	Iteration 68Q: 3 clusters Score -364161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -364164.218750 Penalty: 2624.362305
	Iteration 69Q: 3 clusters Score -364164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -364165.437500 Penalty: 2624.362305
	Iteration 70Q: 3 clusters Score -364165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -364166.218750 Penalty: 2624.362305
	Iteration 71Q: 3 clusters Score -364166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -364167.843750 Penalty: 2624.362305
	Iteration 72Q: 3 clusters Score -364167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -364169.031250 Penalty: 2624.362305
	Iteration 73Q: 3 clusters Score -364169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -364172.062500 Penalty: 2624.362305
	Iteration 74Q: 3 clusters Score -364172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -364174.812500 Penalty: 2624.362305
	Iteration 75Q: 3 clusters Score -364174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -364176.312500 Penalty: 2624.362305
	Iteration 76Q: 3 clusters Score -364176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -364176.593750 Penalty: 2624.362305
	Iteration 77Q: 3 clusters Score -364176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -364178.187500 Penalty: 2624.362305
	Iteration 78Q: 3 clusters Score -364178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -364181.250000 Penalty: 2624.362305
	Iteration 79Q: 3 clusters Score -364181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -364183.250000 Penalty: 2624.362305
	Iteration 80F: 3 clusters Score -364183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -364184.750000 Penalty: 2624.362305
	Iteration 81Q: 3 clusters Score -364184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -364186.000000 Penalty: 2624.362305
	Iteration 82Q: 3 clusters Score -364186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -364186.000000 Penalty: 2624.362305
	Iteration 83Q: 3 clusters Score -364186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -364187.500000 Penalty: 2624.362305
	Iteration 84Q: 3 clusters Score -364187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -364189.531250 Penalty: 2624.362305
	Iteration 85Q: 3 clusters Score -364189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -364190.656250 Penalty: 2624.362305
	Iteration 86Q: 3 clusters Score -364190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -364191.343750 Penalty: 2624.362305
	Iteration 87Q: 3 clusters Score -364191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -364191.343750 Penalty: 2624.362305
	Iteration 88F: 3 clusters Score -364191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Entering Unmasked Estep 
Score: -7908694.500000 Penalty: 1817.950806
	Iteration 0F: 2 clusters Score -7908694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -7860662.500000 Penalty: 3635.901611
	Iteration 0F: 3 clusters Score -7860662 nChanged 34125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -7880284.500000 Penalty: 3635.901611
	Iteration 1F: 3 clusters Score -7880284 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -7881129.500000 Penalty: 3635.901611
	Iteration 2Q: 3 clusters Score -7881130 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -7882463.000000 Penalty: 3635.901611
	Iteration 3Q: 3 clusters Score -7882463 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -7884629.500000 Penalty: 3635.901611
	Iteration 4F: 3 clusters Score -7884630 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -7887877.000000 Penalty: 3635.901611
	Iteration 5F: 3 clusters Score -7887877 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -7892169.500000 Penalty: 3635.901611
	Iteration 6F: 3 clusters Score -7892170 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -7896766.000000 Penalty: 3635.901611
	Iteration 7F: 3 clusters Score -7896766 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -7900226.500000 Penalty: 3635.901611
	Iteration 8Q: 3 clusters Score -7900226 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -7902022.000000 Penalty: 3635.901611
	Iteration 9Q: 3 clusters Score -7902022 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -7902951.500000 Penalty: 3635.901611
	Iteration 10Q: 3 clusters Score -7902952 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -7903534.500000 Penalty: 3635.901611
	Iteration 11Q: 3 clusters Score -7903534 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -7904066.500000 Penalty: 3635.901611
	Iteration 12Q: 3 clusters Score -7904066 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -7904475.500000 Penalty: 3635.901611
	Iteration 13Q: 3 clusters Score -7904476 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -7904807.000000 Penalty: 3635.901611
	Iteration 14Q: 3 clusters Score -7904807 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -7905074.000000 Penalty: 3635.901611
	Iteration 15Q: 3 clusters Score -7905074 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -7905318.000000 Penalty: 3635.901611
	Iteration 16Q: 3 clusters Score -7905318 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -7905518.000000 Penalty: 3635.901611
	Iteration 17Q: 3 clusters Score -7905518 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -7905652.500000 Penalty: 3635.901611
	Iteration 18Q: 3 clusters Score -7905652 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -7905862.000000 Penalty: 3635.901611
	Iteration 19Q: 3 clusters Score -7905862 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -7906032.500000 Penalty: 3635.901611
	Iteration 20F: 3 clusters Score -7906032 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -7906165.500000 Penalty: 3635.901611
	Iteration 21Q: 3 clusters Score -7906166 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -7906307.000000 Penalty: 3635.901611
	Iteration 22Q: 3 clusters Score -7906307 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -7906418.500000 Penalty: 3635.901611
	Iteration 23Q: 3 clusters Score -7906418 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -7906509.500000 Penalty: 3635.901611
	Iteration 24Q: 3 clusters Score -7906510 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -7906581.500000 Penalty: 3635.901611
	Iteration 25Q: 3 clusters Score -7906582 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -7906619.000000 Penalty: 3635.901611
	Iteration 26Q: 3 clusters Score -7906619 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -7906680.000000 Penalty: 3635.901611
	Iteration 27Q: 3 clusters Score -7906680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -7906737.000000 Penalty: 3635.901611
	Iteration 28Q: 3 clusters Score -7906737 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -7906745.500000 Penalty: 3635.901611
	Iteration 29Q: 3 clusters Score -7906746 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -7906753.500000 Penalty: 3635.901611
	Iteration 30Q: 3 clusters Score -7906754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -7906783.000000 Penalty: 3635.901611
	Iteration 31Q: 3 clusters Score -7906783 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -7906826.500000 Penalty: 3635.901611
	Iteration 32Q: 3 clusters Score -7906826 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -7906850.000000 Penalty: 3635.901611
	Iteration 33Q: 3 clusters Score -7906850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -7906888.500000 Penalty: 3635.901611
	Iteration 34Q: 3 clusters Score -7906888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -7906909.500000 Penalty: 3635.901611
	Iteration 35Q: 3 clusters Score -7906910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -7906922.000000 Penalty: 3635.901611
	Iteration 36Q: 3 clusters Score -7906922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
Score: -7906937.500000 Penalty: 3635.901611
	Iteration 37Q: 3 clusters Score -7906938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -7906953.000000 Penalty: 3635.901611
	Iteration 38Q: 3 clusters Score -7906953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -7906980.000000 Penalty: 3635.901611
	Iteration 39Q: 3 clusters Score -7906980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -7906969.500000 Penalty: 3635.901611
	Iteration 40F: 3 clusters Score -7906970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -7907002.000000 Penalty: 3635.901611
	Iteration 41Q: 3 clusters Score -7907002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -7906997.500000 Penalty: 3635.901611
	Iteration 42Q: 3 clusters Score -7906998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -7907002.000000 Penalty: 3635.901611
	Iteration 43Q: 3 clusters Score -7907002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -7907022.000000 Penalty: 3635.901611
	Iteration 44Q: 3 clusters Score -7907022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -7907014.500000 Penalty: 3635.901611
	Iteration 45Q: 3 clusters Score -7907014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -7907015.500000 Penalty: 3635.901611
	Iteration 46Q: 3 clusters Score -7907016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -7907020.500000 Penalty: 3635.901611
	Iteration 47Q: 3 clusters Score -7907020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -7907012.500000 Penalty: 3635.901611
	Iteration 48Q: 3 clusters Score -7907012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -7907015.500000 Penalty: 3635.901611
	Iteration 49Q: 3 clusters Score -7907016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -7907029.000000 Penalty: 3635.901611
	Iteration 50Q: 3 clusters Score -7907029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -7907026.500000 Penalty: 3635.901611
	Iteration 51Q: 3 clusters Score -7907026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -7907026.500000 Penalty: 3635.901611
	Iteration 52Q: 3 clusters Score -7907026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -7907025.000000 Penalty: 3635.901611
	Iteration 53Q: 3 clusters Score -7907025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -7907031.500000 Penalty: 3635.901611
	Iteration 54Q: 3 clusters Score -7907032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -7907050.500000 Penalty: 3635.901611
	Iteration 55Q: 3 clusters Score -7907050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -7907065.000000 Penalty: 3635.901611
	Iteration 56Q: 3 clusters Score -7907065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -7907074.000000 Penalty: 3635.901611
	Iteration 57Q: 3 clusters Score -7907074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -7907074.000000 Penalty: 3635.901611
	Iteration 58Q: 3 clusters Score -7907074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -7907084.000000 Penalty: 3635.901611
	Iteration 59Q: 3 clusters Score -7907084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -7907085.500000 Penalty: 3635.901611
	Iteration 60F: 3 clusters Score -7907086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -7907093.000000 Penalty: 3635.901611
	Iteration 61Q: 3 clusters Score -7907093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -7907096.000000 Penalty: 3635.901611
	Iteration 62Q: 3 clusters Score -7907096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -7907103.500000 Penalty: 3635.901611
	Iteration 63Q: 3 clusters Score -7907104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -7907113.500000 Penalty: 3635.901611
	Iteration 64Q: 3 clusters Score -7907114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -7907120.500000 Penalty: 3635.901611
	Iteration 65Q: 3 clusters Score -7907120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -7907117.000000 Penalty: 3635.901611
	Iteration 66Q: 3 clusters Score -7907117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -7907136.000000 Penalty: 3635.901611
	Iteration 67Q: 3 clusters Score -7907136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -7907143.000000 Penalty: 3635.901611
	Iteration 68Q: 3 clusters Score -7907143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -7907144.000000 Penalty: 3635.901611
	Iteration 69Q: 3 clusters Score -7907144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -7907143.000000 Penalty: 3635.901611
	Iteration 70Q: 3 clusters Score -7907143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -7907148.500000 Penalty: 3635.901611
	Iteration 71Q: 3 clusters Score -7907148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -7907156.500000 Penalty: 3635.901611
	Iteration 72Q: 3 clusters Score -7907156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -7907159.500000 Penalty: 3635.901611
	Iteration 73Q: 3 clusters Score -7907160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -7907159.000000 Penalty: 3635.901611
	Iteration 74Q: 3 clusters Score -7907159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -7907153.000000 Penalty: 3635.901611
	Iteration 75Q: 3 clusters Score -7907153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -7907155.500000 Penalty: 3635.901611
	Iteration 76Q: 3 clusters Score -7907156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -7907157.000000 Penalty: 3635.901611
	Iteration 77Q: 3 clusters Score -7907157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -7907164.500000 Penalty: 3635.901611
	Iteration 78Q: 3 clusters Score -7907164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -7907166.500000 Penalty: 3635.901611
	Iteration 79Q: 3 clusters Score -7907166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -7907166.500000 Penalty: 3635.901611
	Iteration 80F: 3 clusters Score -7907166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -7907164.500000 Penalty: 3635.901611
	Iteration 81Q: 3 clusters Score -7907164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -7907163.500000 Penalty: 3635.901611
	Iteration 82Q: 3 clusters Score -7907164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -7907163.500000 Penalty: 3635.901611
	Iteration 83F: 3 clusters Score -7907164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176907 members 
Entering Unmasked Estep 
Score: -19174224.000000 Penalty: 1963.549194
	Iteration 0F: 2 clusters Score -1.917422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 88594 members 
Entering Unmasked Estep 
Score: -19059254.000000 Penalty: 3927.098389
	Iteration 0F: 3 clusters Score -1.905925e+07 nChanged 85554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -19108890.000000 Penalty: 3927.098389
	Iteration 1F: 3 clusters Score -1.910889e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -19110088.000000 Penalty: 3927.098389
	Iteration 2Q: 3 clusters Score -1.911009e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 97266 members 
Entering Unmasked Estep 
Score: -19111458.000000 Penalty: 3927.098389
	Iteration 3Q: 3 clusters Score -1.911146e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -19113494.000000 Penalty: 3927.098389
	Iteration 4Q: 3 clusters Score -1.911349e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -19117212.000000 Penalty: 3927.098389
	Iteration 5Q: 3 clusters Score -1.911721e+07 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 120478 members 
Entering Unmasked Estep 
Score: -19124678.000000 Penalty: 3927.098389
	Iteration 6F: 3 clusters Score -1.912468e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 134580 members 
Entering Unmasked Estep 
Score: -19135844.000000 Penalty: 3927.098389
	Iteration 7F: 3 clusters Score -1.913584e+07 nChanged 15431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 149935 members 
Entering Unmasked Estep 
Score: -19150238.000000 Penalty: 3927.098389
	Iteration 8F: 3 clusters Score -1.915024e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -19162308.000000 Penalty: 3927.098389
	Iteration 9F: 3 clusters Score -1.916231e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 170844 members 
Entering Unmasked Estep 
Score: -19169186.000000 Penalty: 3927.098389
	Iteration 10Q: 3 clusters Score -1.916919e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -19171518.000000 Penalty: 3927.098389
	Iteration 11Q: 3 clusters Score -1.917152e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -19172128.000000 Penalty: 3927.098389
	Iteration 12Q: 3 clusters Score -1.917213e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 176159 members 
Entering Unmasked Estep 
Score: -19172416.000000 Penalty: 3927.098389
	Iteration 13Q: 3 clusters Score -1.917242e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 176339 members 
Entering Unmasked Estep 
Score: -19172562.000000 Penalty: 3927.098389
	Iteration 14Q: 3 clusters Score -1.917256e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 176421 members 
Entering Unmasked Estep 
Score: -19172664.000000 Penalty: 3927.098389
	Iteration 15Q: 3 clusters Score -1.917266e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 176458 members 
Entering Unmasked Estep 
Score: -19172710.000000 Penalty: 3927.098389
	Iteration 16Q: 3 clusters Score -1.917271e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 176474 members 
Entering Unmasked Estep 
Score: -19172760.000000 Penalty: 3927.098389
	Iteration 17Q: 3 clusters Score -1.917276e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 176487 members 
Entering Unmasked Estep 
Score: -19172774.000000 Penalty: 3927.098389
	Iteration 18Q: 3 clusters Score -1.917277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 176501 members 
Entering Unmasked Estep 
Score: -19172778.000000 Penalty: 3927.098389
	Iteration 19Q: 3 clusters Score -1.917278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 176508 members 
Entering Unmasked Estep 
Score: -19172772.000000 Penalty: 3927.098389
	Iteration 20F: 3 clusters Score -1.917277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 176513 members 
Entering Unmasked Estep 
Score: -19172780.000000 Penalty: 3927.098389
	Iteration 21Q: 3 clusters Score -1.917278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 176517 members 
Entering Unmasked Estep 
Score: -19172784.000000 Penalty: 3927.098389
	Iteration 22Q: 3 clusters Score -1.917278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 176522 members 
Entering Unmasked Estep 
Score: -19172802.000000 Penalty: 3927.098389
	Iteration 23Q: 3 clusters Score -1.91728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 176526 members 
Entering Unmasked Estep 
Score: -19172792.000000 Penalty: 3927.098389
	Iteration 24Q: 3 clusters Score -1.917279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 176528 members 
Entering Unmasked Estep 
Score: -19172806.000000 Penalty: 3927.098389
	Iteration 25Q: 3 clusters Score -1.917281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -19172812.000000 Penalty: 3927.098389
	Iteration 26Q: 3 clusters Score -1.917281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 176532 members 
Entering Unmasked Estep 
Score: -19172834.000000 Penalty: 3927.098389
	Iteration 27Q: 3 clusters Score -1.917283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -19172822.000000 Penalty: 3927.098389
	Iteration 28Q: 3 clusters Score -1.917282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -19172836.000000 Penalty: 3927.098389
	Iteration 29Q: 3 clusters Score -1.917284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 176526 members 
Entering Unmasked Estep 
Score: -19172846.000000 Penalty: 3927.098389
	Iteration 30Q: 3 clusters Score -1.917285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 176524 members 
Entering Unmasked Estep 
Score: -19172850.000000 Penalty: 3927.098389
	Iteration 31Q: 3 clusters Score -1.917285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 176527 members 
Entering Unmasked Estep 
Score: -19172862.000000 Penalty: 3927.098389
	Iteration 32Q: 3 clusters Score -1.917286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -19172866.000000 Penalty: 3927.098389
	Iteration 33Q: 3 clusters Score -1.917287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -19172860.000000 Penalty: 3927.098389
	Iteration 34Q: 3 clusters Score -1.917286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -19172860.000000 Penalty: 3927.098389
	Iteration 35Q: 3 clusters Score -1.917286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -19172850.000000 Penalty: 3927.098389
	Iteration 36Q: 3 clusters Score -1.917285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -19172850.000000 Penalty: 3927.098389
	Iteration 37F: 3 clusters Score -1.917285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Entering Unmasked Estep 
Score: -4346987.000000 Penalty: 1725.298584
	Iteration 0F: 2 clusters Score -4346987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4319575.500000 Penalty: 3450.597168
	Iteration 0F: 3 clusters Score -4319576 nChanged 19111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4330585.000000 Penalty: 3450.597168
	Iteration 1F: 3 clusters Score -4330585 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4331091.500000 Penalty: 3450.597168
	Iteration 2Q: 3 clusters Score -4331092 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -4331725.500000 Penalty: 3450.597168
	Iteration 3Q: 3 clusters Score -4331726 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4332640.500000 Penalty: 3450.597168
	Iteration 4Q: 3 clusters Score -4332640 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -4334072.500000 Penalty: 3450.597168
	Iteration 5F: 3 clusters Score -4334072 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4336081.000000 Penalty: 3450.597168
	Iteration 6F: 3 clusters Score -4336081 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -4338422.000000 Penalty: 3450.597168
	Iteration 7F: 3 clusters Score -4338422 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4340593.000000 Penalty: 3450.597168
	Iteration 8F: 3 clusters Score -4340593 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4342353.000000 Penalty: 3450.597168
	Iteration 9Q: 3 clusters Score -4342353 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -4343710.000000 Penalty: 3450.597168
	Iteration 10Q: 3 clusters Score -4343710 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -4344582.500000 Penalty: 3450.597168
	Iteration 11Q: 3 clusters Score -4344582 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4345039.000000 Penalty: 3450.597168
	Iteration 12Q: 3 clusters Score -4345039 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -4345278.000000 Penalty: 3450.597168
	Iteration 13Q: 3 clusters Score -4345278 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -4345403.000000 Penalty: 3450.597168
	Iteration 14Q: 3 clusters Score -4345403 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -4345458.500000 Penalty: 3450.597168
	Iteration 15Q: 3 clusters Score -4345458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4345500.500000 Penalty: 3450.597168
	Iteration 16Q: 3 clusters Score -4345500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4345520.000000 Penalty: 3450.597168
	Iteration 17Q: 3 clusters Score -4345520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -4345530.500000 Penalty: 3450.597168
	Iteration 18Q: 3 clusters Score -4345530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4345533.500000 Penalty: 3450.597168
	Iteration 19Q: 3 clusters Score -4345534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4345540.500000 Penalty: 3450.597168
	Iteration 20F: 3 clusters Score -4345540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4345542.000000 Penalty: 3450.597168
	Iteration 21Q: 3 clusters Score -4345542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -4345541.500000 Penalty: 3450.597168
	Iteration 22Q: 3 clusters Score -4345542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -4345547.500000 Penalty: 3450.597168
	Iteration 23Q: 3 clusters Score -4345548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -4345554.000000 Penalty: 3450.597168
	Iteration 24Q: 3 clusters Score -4345554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4345558.500000 Penalty: 3450.597168
	Iteration 25Q: 3 clusters Score -4345558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4345562.500000 Penalty: 3450.597168
	Iteration 26Q: 3 clusters Score -4345562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4345564.000000 Penalty: 3450.597168
	Iteration 27Q: 3 clusters Score -4345564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -4345567.000000 Penalty: 3450.597168
	Iteration 28Q: 3 clusters Score -4345567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -4345567.000000 Penalty: 3450.597168
	Iteration 29F: 3 clusters Score -4345567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Entering Unmasked Estep 
Score: -7171510.500000 Penalty: 1802.217407
	Iteration 0F: 2 clusters Score -7171510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -7127577.000000 Penalty: 3604.434814
	Iteration 0F: 3 clusters Score -7127577 nChanged 31028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -7145530.000000 Penalty: 3604.434814
	Iteration 1F: 3 clusters Score -7145530 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -7146156.000000 Penalty: 3604.434814
	Iteration 2Q: 3 clusters Score -7146156 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -7146861.500000 Penalty: 3604.434814
	Iteration 3Q: 3 clusters Score -7146862 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -7147673.500000 Penalty: 3604.434814
	Iteration 4Q: 3 clusters Score -7147674 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -7148611.000000 Penalty: 3604.434814
	Iteration 5Q: 3 clusters Score -7148611 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -7149658.500000 Penalty: 3604.434814
	Iteration 6Q: 3 clusters Score -7149658 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -7150775.500000 Penalty: 3604.434814
	Iteration 7Q: 3 clusters Score -7150776 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -7152047.000000 Penalty: 3604.434814
	Iteration 8Q: 3 clusters Score -7152047 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -7153718.500000 Penalty: 3604.434814
	Iteration 9Q: 3 clusters Score -7153718 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -7155813.000000 Penalty: 3604.434814
	Iteration 10F: 3 clusters Score -7155813 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -7158453.500000 Penalty: 3604.434814
	Iteration 11F: 3 clusters Score -7158454 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -7160971.500000 Penalty: 3604.434814
	Iteration 12F: 3 clusters Score -7160972 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -7162471.000000 Penalty: 3604.434814
	Iteration 13Q: 3 clusters Score -7162471 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -7163176.000000 Penalty: 3604.434814
	Iteration 14Q: 3 clusters Score -7163176 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -7163437.500000 Penalty: 3604.434814
	Iteration 15Q: 3 clusters Score -7163438 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -7163529.500000 Penalty: 3604.434814
	Iteration 16Q: 3 clusters Score -7163530 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -7163601.500000 Penalty: 3604.434814
	Iteration 17Q: 3 clusters Score -7163602 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -7163666.000000 Penalty: 3604.434814
	Iteration 18Q: 3 clusters Score -7163666 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -7163696.000000 Penalty: 3604.434814
	Iteration 19Q: 3 clusters Score -7163696 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -7163724.500000 Penalty: 3604.434814
	Iteration 20F: 3 clusters Score -7163724 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -7163734.000000 Penalty: 3604.434814
	Iteration 21Q: 3 clusters Score -7163734 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -7163763.000000 Penalty: 3604.434814
	Iteration 22Q: 3 clusters Score -7163763 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -7163787.000000 Penalty: 3604.434814
	Iteration 23Q: 3 clusters Score -7163787 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -7163808.000000 Penalty: 3604.434814
	Iteration 24Q: 3 clusters Score -7163808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -7163822.500000 Penalty: 3604.434814
	Iteration 25Q: 3 clusters Score -7163822 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -7163815.500000 Penalty: 3604.434814
	Iteration 26Q: 3 clusters Score -7163816 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -7163806.500000 Penalty: 3604.434814
	Iteration 27Q: 3 clusters Score -7163806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -7163812.000000 Penalty: 3604.434814
	Iteration 28Q: 3 clusters Score -7163812 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -7163817.000000 Penalty: 3604.434814
	Iteration 29Q: 3 clusters Score -7163817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -7163824.000000 Penalty: 3604.434814
	Iteration 30Q: 3 clusters Score -7163824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -7163842.000000 Penalty: 3604.434814
	Iteration 31Q: 3 clusters Score -7163842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -7163848.000000 Penalty: 3604.434814
	Iteration 32Q: 3 clusters Score -7163848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -7163864.000000 Penalty: 3604.434814
	Iteration 33Q: 3 clusters Score -7163864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -7163870.000000 Penalty: 3604.434814
	Iteration 34Q: 3 clusters Score -7163870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -7163879.000000 Penalty: 3604.434814
	Iteration 35Q: 3 clusters Score -7163879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -7163882.500000 Penalty: 3604.434814
	Iteration 36Q: 3 clusters Score -7163882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -7163886.000000 Penalty: 3604.434814
	Iteration 37Q: 3 clusters Score -7163886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -7163895.000000 Penalty: 3604.434814
	Iteration 38Q: 3 clusters Score -7163895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -7163904.500000 Penalty: 3604.434814
	Iteration 39Q: 3 clusters Score -7163904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -7163910.000000 Penalty: 3604.434814
	Iteration 40F: 3 clusters Score -7163910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -7163899.000000 Penalty: 3604.434814
	Iteration 41Q: 3 clusters Score -7163899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -7163885.500000 Penalty: 3604.434814
	Iteration 42Q: 3 clusters Score -7163886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -7163885.000000 Penalty: 3604.434814
	Iteration 43Q: 3 clusters Score -7163885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -7163901.000000 Penalty: 3604.434814
	Iteration 44Q: 3 clusters Score -7163901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -7163908.000000 Penalty: 3604.434814
	Iteration 45Q: 3 clusters Score -7163908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -7163923.000000 Penalty: 3604.434814
	Iteration 46Q: 3 clusters Score -7163923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -7163902.000000 Penalty: 3604.434814
	Iteration 47Q: 3 clusters Score -7163902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -7163903.500000 Penalty: 3604.434814
	Iteration 48Q: 3 clusters Score -7163904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -7163903.000000 Penalty: 3604.434814
	Iteration 49Q: 3 clusters Score -7163903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7163911.000000 Penalty: 3604.434814
	Iteration 50Q: 3 clusters Score -7163911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -7163913.500000 Penalty: 3604.434814
	Iteration 51Q: 3 clusters Score -7163914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -7163900.000000 Penalty: 3604.434814
	Iteration 52Q: 3 clusters Score -7163900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -7163906.000000 Penalty: 3604.434814
	Iteration 53Q: 3 clusters Score -7163906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -7163906.000000 Penalty: 3604.434814
	Iteration 54Q: 3 clusters Score -7163906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -7163902.000000 Penalty: 3604.434814
	Iteration 55Q: 3 clusters Score -7163902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -7163894.000000 Penalty: 3604.434814
	Iteration 56Q: 3 clusters Score -7163894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -7163902.000000 Penalty: 3604.434814
	Iteration 57Q: 3 clusters Score -7163902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -7163898.000000 Penalty: 3604.434814
	Iteration 58Q: 3 clusters Score -7163898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -7163913.500000 Penalty: 3604.434814
	Iteration 59Q: 3 clusters Score -7163914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -7163909.000000 Penalty: 3604.434814
	Iteration 60F: 3 clusters Score -7163909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -7163911.500000 Penalty: 3604.434814
	Iteration 61Q: 3 clusters Score -7163912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -7163906.000000 Penalty: 3604.434814
	Iteration 62Q: 3 clusters Score -7163906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -7163909.000000 Penalty: 3604.434814
	Iteration 63Q: 3 clusters Score -7163909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -7163905.500000 Penalty: 3604.434814
	Iteration 64Q: 3 clusters Score -7163906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -7163907.000000 Penalty: 3604.434814
	Iteration 65Q: 3 clusters Score -7163907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -7163919.500000 Penalty: 3604.434814
	Iteration 66Q: 3 clusters Score -7163920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -7163918.000000 Penalty: 3604.434814
	Iteration 67Q: 3 clusters Score -7163918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -7163916.500000 Penalty: 3604.434814
	Iteration 68Q: 3 clusters Score -7163916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -7163922.000000 Penalty: 3604.434814
	Iteration 69Q: 3 clusters Score -7163922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -7163918.500000 Penalty: 3604.434814
	Iteration 70Q: 3 clusters Score -7163918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -7163931.500000 Penalty: 3604.434814
	Iteration 71Q: 3 clusters Score -7163932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -7163923.000000 Penalty: 3604.434814
	Iteration 72Q: 3 clusters Score -7163923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -7163929.000000 Penalty: 3604.434814
	Iteration 73Q: 3 clusters Score -7163929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -7163920.500000 Penalty: 3604.434814
	Iteration 74Q: 3 clusters Score -7163920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -7163922.000000 Penalty: 3604.434814
	Iteration 75Q: 3 clusters Score -7163922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -7163912.500000 Penalty: 3604.434814
	Iteration 76Q: 3 clusters Score -7163912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -7163903.000000 Penalty: 3604.434814
	Iteration 77Q: 3 clusters Score -7163903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -7163909.500000 Penalty: 3604.434814
	Iteration 78Q: 3 clusters Score -7163910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -7163908.500000 Penalty: 3604.434814
	Iteration 79Q: 3 clusters Score -7163908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -7163913.000000 Penalty: 3604.434814
	Iteration 80F: 3 clusters Score -7163913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -7163914.000000 Penalty: 3604.434814
	Iteration 81Q: 3 clusters Score -7163914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -7163919.500000 Penalty: 3604.434814
	Iteration 82Q: 3 clusters Score -7163920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -7163920.500000 Penalty: 3604.434814
	Iteration 83Q: 3 clusters Score -7163920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -7163923.500000 Penalty: 3604.434814
	Iteration 84Q: 3 clusters Score -7163924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -7163917.500000 Penalty: 3604.434814
	Iteration 85Q: 3 clusters Score -7163918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -7163927.000000 Penalty: 3604.434814
	Iteration 86Q: 3 clusters Score -7163927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -7163937.500000 Penalty: 3604.434814
	Iteration 87Q: 3 clusters Score -7163938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -7163936.500000 Penalty: 3604.434814
	Iteration 88Q: 3 clusters Score -7163936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -7163931.000000 Penalty: 3604.434814
	Iteration 89Q: 3 clusters Score -7163931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -7163930.000000 Penalty: 3604.434814
	Iteration 90Q: 3 clusters Score -7163930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -7163924.000000 Penalty: 3604.434814
	Iteration 91Q: 3 clusters Score -7163924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -7163923.000000 Penalty: 3604.434814
	Iteration 92Q: 3 clusters Score -7163923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -7163919.000000 Penalty: 3604.434814
	Iteration 93Q: 3 clusters Score -7163919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -7163922.500000 Penalty: 3604.434814
	Iteration 94Q: 3 clusters Score -7163922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -7163918.000000 Penalty: 3604.434814
	Iteration 95Q: 3 clusters Score -7163918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -7163918.000000 Penalty: 3604.434814
	Iteration 96F: 3 clusters Score -7163918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Entering Unmasked Estep 
Score: -5157147.000000 Penalty: 1747.896240
	Iteration 0F: 2 clusters Score -5157147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5125753.500000 Penalty: 3495.792480
	Iteration 0F: 3 clusters Score -5125754 nChanged 21954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5138170.000000 Penalty: 3495.792480
	Iteration 1F: 3 clusters Score -5138170 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5138943.500000 Penalty: 3495.792480
	Iteration 2Q: 3 clusters Score -5138944 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -5140102.000000 Penalty: 3495.792480
	Iteration 3F: 3 clusters Score -5140102 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5141765.000000 Penalty: 3495.792480
	Iteration 4F: 3 clusters Score -5141765 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5144087.500000 Penalty: 3495.792480
	Iteration 5F: 3 clusters Score -5144088 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -5146891.500000 Penalty: 3495.792480
	Iteration 6F: 3 clusters Score -5146892 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -5149024.000000 Penalty: 3495.792480
	Iteration 7F: 3 clusters Score -5149024 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -5150062.500000 Penalty: 3495.792480
	Iteration 8Q: 3 clusters Score -5150062 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -5150514.500000 Penalty: 3495.792480
	Iteration 9Q: 3 clusters Score -5150514 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -5150855.500000 Penalty: 3495.792480
	Iteration 10Q: 3 clusters Score -5150856 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -5151162.000000 Penalty: 3495.792480
	Iteration 11Q: 3 clusters Score -5151162 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -5151491.500000 Penalty: 3495.792480
	Iteration 12Q: 3 clusters Score -5151492 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -5151771.000000 Penalty: 3495.792480
	Iteration 13Q: 3 clusters Score -5151771 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5152054.000000 Penalty: 3495.792480
	Iteration 14Q: 3 clusters Score -5152054 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -5152342.500000 Penalty: 3495.792480
	Iteration 15Q: 3 clusters Score -5152342 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5152610.500000 Penalty: 3495.792480
	Iteration 16Q: 3 clusters Score -5152610 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -5152867.500000 Penalty: 3495.792480
	Iteration 17Q: 3 clusters Score -5152868 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -5153083.000000 Penalty: 3495.792480
	Iteration 18Q: 3 clusters Score -5153083 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -5153246.500000 Penalty: 3495.792480
	Iteration 19Q: 3 clusters Score -5153246 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5153420.000000 Penalty: 3495.792480
	Iteration 20F: 3 clusters Score -5153420 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -5153552.000000 Penalty: 3495.792480
	Iteration 21Q: 3 clusters Score -5153552 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5153671.000000 Penalty: 3495.792480
	Iteration 22Q: 3 clusters Score -5153671 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -5153803.500000 Penalty: 3495.792480
	Iteration 23Q: 3 clusters Score -5153804 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -5153883.500000 Penalty: 3495.792480
	Iteration 24Q: 3 clusters Score -5153884 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5153957.000000 Penalty: 3495.792480
	Iteration 25Q: 3 clusters Score -5153957 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5154042.500000 Penalty: 3495.792480
	Iteration 26Q: 3 clusters Score -5154042 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5154096.500000 Penalty: 3495.792480
	Iteration 27Q: 3 clusters Score -5154096 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -5154178.000000 Penalty: 3495.792480
	Iteration 28Q: 3 clusters Score -5154178 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -5154267.000000 Penalty: 3495.792480
	Iteration 29Q: 3 clusters Score -5154267 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -5154344.000000 Penalty: 3495.792480
	Iteration 30Q: 3 clusters Score -5154344 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5154403.000000 Penalty: 3495.792480
	Iteration 31Q: 3 clusters Score -5154403 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -5154482.500000 Penalty: 3495.792480
	Iteration 32Q: 3 clusters Score -5154482 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -5154536.000000 Penalty: 3495.792480
	Iteration 33Q: 3 clusters Score -5154536 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5154595.000000 Penalty: 3495.792480
	Iteration 34Q: 3 clusters Score -5154595 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -5154634.500000 Penalty: 3495.792480
	Iteration 35Q: 3 clusters Score -5154634 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5154695.000000 Penalty: 3495.792480
	Iteration 36Q: 3 clusters Score -5154695 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -5154751.500000 Penalty: 3495.792480
	Iteration 37Q: 3 clusters Score -5154752 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5154798.000000 Penalty: 3495.792480
	Iteration 38Q: 3 clusters Score -5154798 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -5154868.500000 Penalty: 3495.792480
	Iteration 39Q: 3 clusters Score -5154868 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -5154934.500000 Penalty: 3495.792480
	Iteration 40F: 3 clusters Score -5154934 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5155013.000000 Penalty: 3495.792480
	Iteration 41Q: 3 clusters Score -5155013 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5155060.000000 Penalty: 3495.792480
	Iteration 42Q: 3 clusters Score -5155060 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -5155105.000000 Penalty: 3495.792480
	Iteration 43Q: 3 clusters Score -5155105 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -5155171.000000 Penalty: 3495.792480
	Iteration 44Q: 3 clusters Score -5155171 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -5155214.500000 Penalty: 3495.792480
	Iteration 45Q: 3 clusters Score -5155214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -5155248.500000 Penalty: 3495.792480
	Iteration 46Q: 3 clusters Score -5155248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -5155299.500000 Penalty: 3495.792480
	Iteration 47Q: 3 clusters Score -5155300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -5155330.500000 Penalty: 3495.792480
	Iteration 48Q: 3 clusters Score -5155330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -5155356.500000 Penalty: 3495.792480
	Iteration 49Q: 3 clusters Score -5155356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -5155375.500000 Penalty: 3495.792480
	Iteration 50Q: 3 clusters Score -5155376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -5155398.000000 Penalty: 3495.792480
	Iteration 51Q: 3 clusters Score -5155398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -5155411.000000 Penalty: 3495.792480
	Iteration 52Q: 3 clusters Score -5155411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -5155427.000000 Penalty: 3495.792480
	Iteration 53Q: 3 clusters Score -5155427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5155442.500000 Penalty: 3495.792480
	Iteration 54Q: 3 clusters Score -5155442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -5155461.500000 Penalty: 3495.792480
	Iteration 55Q: 3 clusters Score -5155462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -5155484.500000 Penalty: 3495.792480
	Iteration 56Q: 3 clusters Score -5155484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -5155493.500000 Penalty: 3495.792480
	Iteration 57Q: 3 clusters Score -5155494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -5155511.500000 Penalty: 3495.792480
	Iteration 58Q: 3 clusters Score -5155512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -5155521.500000 Penalty: 3495.792480
	Iteration 59Q: 3 clusters Score -5155522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5155547.000000 Penalty: 3495.792480
	Iteration 60F: 3 clusters Score -5155547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -5155564.500000 Penalty: 3495.792480
	Iteration 61Q: 3 clusters Score -5155564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -5155571.000000 Penalty: 3495.792480
	Iteration 62Q: 3 clusters Score -5155571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -5155577.000000 Penalty: 3495.792480
	Iteration 63Q: 3 clusters Score -5155577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -5155591.500000 Penalty: 3495.792480
	Iteration 64Q: 3 clusters Score -5155592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -5155597.000000 Penalty: 3495.792480
	Iteration 65Q: 3 clusters Score -5155597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -5155597.500000 Penalty: 3495.792480
	Iteration 66Q: 3 clusters Score -5155598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5155594.000000 Penalty: 3495.792480
	Iteration 67Q: 3 clusters Score -5155594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5155603.500000 Penalty: 3495.792480
	Iteration 68Q: 3 clusters Score -5155604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -5155602.500000 Penalty: 3495.792480
	Iteration 69Q: 3 clusters Score -5155602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -5155608.500000 Penalty: 3495.792480
	Iteration 70Q: 3 clusters Score -5155608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -5155609.000000 Penalty: 3495.792480
	Iteration 71Q: 3 clusters Score -5155609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -5155610.500000 Penalty: 3495.792480
	Iteration 72Q: 3 clusters Score -5155610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -5155609.000000 Penalty: 3495.792480
	Iteration 73Q: 3 clusters Score -5155609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -5155609.000000 Penalty: 3495.792480
	Iteration 74F: 3 clusters Score -5155609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -70570.382812 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -70570.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69349.101562 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -69349.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69515.812500 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -69515.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69566.687500 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -69566.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69592.890625 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -69592.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69609.265625 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -69609.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69615.750000 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -69615.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69622.265625 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -69622.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69626.796875 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -69626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69627.703125 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -69627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69628.281250 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -69628.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69628.695312 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -69628.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69628.695312 Penalty: 2123.481201
	Iteration 11F: 3 clusters Score -69628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (173356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173356 members 
Entering Unmasked Estep 
Score: -18764792.000000 Penalty: 1960.254150
	Iteration 0F: 2 clusters Score -1.876479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -18649534.000000 Penalty: 3920.508301
	Iteration 0F: 3 clusters Score -1.864953e+07 nChanged 84038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -18699574.000000 Penalty: 3920.508301
	Iteration 1F: 3 clusters Score -1.869957e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -18701144.000000 Penalty: 3920.508301
	Iteration 2Q: 3 clusters Score -1.870114e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -18703964.000000 Penalty: 3920.508301
	Iteration 3Q: 3 clusters Score -1.870396e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -18708370.000000 Penalty: 3920.508301
	Iteration 4F: 3 clusters Score -1.870837e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -18715460.000000 Penalty: 3920.508301
	Iteration 5F: 3 clusters Score -1.871546e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -18725114.000000 Penalty: 3920.508301
	Iteration 6F: 3 clusters Score -1.872511e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 131211 members 
Entering Unmasked Estep 
Score: -18735512.000000 Penalty: 3920.508301
	Iteration 7F: 3 clusters Score -1.873551e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 137398 members 
Entering Unmasked Estep 
Score: -18743588.000000 Penalty: 3920.508301
	Iteration 8F: 3 clusters Score -1.874359e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -18747932.000000 Penalty: 3920.508301
	Iteration 9Q: 3 clusters Score -1.874793e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 144506 members 
Entering Unmasked Estep 
Score: -18750380.000000 Penalty: 3920.508301
	Iteration 10Q: 3 clusters Score -1.875038e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -18752410.000000 Penalty: 3920.508301
	Iteration 11Q: 3 clusters Score -1.875241e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 149859 members 
Entering Unmasked Estep 
Score: -18753932.000000 Penalty: 3920.508301
	Iteration 12Q: 3 clusters Score -1.875393e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 152064 members 
Entering Unmasked Estep 
Score: -18755262.000000 Penalty: 3920.508301
	Iteration 13Q: 3 clusters Score -1.875526e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 154048 members 
Entering Unmasked Estep 
Score: -18756454.000000 Penalty: 3920.508301
	Iteration 14Q: 3 clusters Score -1.875645e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 155815 members 
Entering Unmasked Estep 
Score: -18757402.000000 Penalty: 3920.508301
	Iteration 15Q: 3 clusters Score -1.87574e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 157425 members 
Entering Unmasked Estep 
Score: -18758174.000000 Penalty: 3920.508301
	Iteration 16Q: 3 clusters Score -1.875817e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -18758940.000000 Penalty: 3920.508301
	Iteration 17Q: 3 clusters Score -1.875894e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 160177 members 
Entering Unmasked Estep 
Score: -18759548.000000 Penalty: 3920.508301
	Iteration 18Q: 3 clusters Score -1.875955e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -18759984.000000 Penalty: 3920.508301
	Iteration 19Q: 3 clusters Score -1.875998e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 162488 members 
Entering Unmasked Estep 
Score: -18760502.000000 Penalty: 3920.508301
	Iteration 20F: 3 clusters Score -1.87605e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 163509 members 
Entering Unmasked Estep 
Score: -18761044.000000 Penalty: 3920.508301
	Iteration 21Q: 3 clusters Score -1.876104e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -18761340.000000 Penalty: 3920.508301
	Iteration 22Q: 3 clusters Score -1.876134e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 165293 members 
Entering Unmasked Estep 
Score: -18761728.000000 Penalty: 3920.508301
	Iteration 23Q: 3 clusters Score -1.876173e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 166063 members 
Entering Unmasked Estep 
Score: -18762040.000000 Penalty: 3920.508301
	Iteration 24Q: 3 clusters Score -1.876204e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 166746 members 
Entering Unmasked Estep 
Score: -18762248.000000 Penalty: 3920.508301
	Iteration 25Q: 3 clusters Score -1.876225e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 167372 members 
Entering Unmasked Estep 
Score: -18762512.000000 Penalty: 3920.508301
	Iteration 26Q: 3 clusters Score -1.876251e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 167981 members 
Entering Unmasked Estep 
Score: -18762728.000000 Penalty: 3920.508301
	Iteration 27Q: 3 clusters Score -1.876273e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 168510 members 
Entering Unmasked Estep 
Score: -18762906.000000 Penalty: 3920.508301
	Iteration 28Q: 3 clusters Score -1.876291e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 168950 members 
Entering Unmasked Estep 
Score: -18763006.000000 Penalty: 3920.508301
	Iteration 29Q: 3 clusters Score -1.876301e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -18763100.000000 Penalty: 3920.508301
	Iteration 30Q: 3 clusters Score -1.87631e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 169654 members 
Entering Unmasked Estep 
Score: -18763236.000000 Penalty: 3920.508301
	Iteration 31Q: 3 clusters Score -1.876324e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 169922 members 
Entering Unmasked Estep 
Score: -18763286.000000 Penalty: 3920.508301
	Iteration 32Q: 3 clusters Score -1.876329e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 170162 members 
Entering Unmasked Estep 
Score: -18763332.000000 Penalty: 3920.508301
	Iteration 33Q: 3 clusters Score -1.876333e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -18763348.000000 Penalty: 3920.508301
	Iteration 34Q: 3 clusters Score -1.876335e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 170554 members 
Entering Unmasked Estep 
Score: -18763386.000000 Penalty: 3920.508301
	Iteration 35Q: 3 clusters Score -1.876339e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 170709 members 
Entering Unmasked Estep 
Score: -18763420.000000 Penalty: 3920.508301
	Iteration 36Q: 3 clusters Score -1.876342e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 170842 members 
Entering Unmasked Estep 
Score: -18763508.000000 Penalty: 3920.508301
	Iteration 37Q: 3 clusters Score -1.876351e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 170979 members 
Entering Unmasked Estep 
Score: -18763534.000000 Penalty: 3920.508301
	Iteration 38Q: 3 clusters Score -1.876353e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 171107 members 
Entering Unmasked Estep 
Score: -18763620.000000 Penalty: 3920.508301
	Iteration 39Q: 3 clusters Score -1.876362e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -18763658.000000 Penalty: 3920.508301
	Iteration 40F: 3 clusters Score -1.876366e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 171323 members 
Entering Unmasked Estep 
Score: -18763668.000000 Penalty: 3920.508301
	Iteration 41Q: 3 clusters Score -1.876367e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -18763692.000000 Penalty: 3920.508301
	Iteration 42Q: 3 clusters Score -1.876369e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 171506 members 
Entering Unmasked Estep 
Score: -18763722.000000 Penalty: 3920.508301
	Iteration 43Q: 3 clusters Score -1.876372e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 171581 members 
Entering Unmasked Estep 
Score: -18763776.000000 Penalty: 3920.508301
	Iteration 44Q: 3 clusters Score -1.876378e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 171632 members 
Entering Unmasked Estep 
Score: -18763752.000000 Penalty: 3920.508301
	Iteration 45Q: 3 clusters Score -1.876375e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 171687 members 
Entering Unmasked Estep 
Score: -18763780.000000 Penalty: 3920.508301
	Iteration 46Q: 3 clusters Score -1.876378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -18763774.000000 Penalty: 3920.508301
	Iteration 47Q: 3 clusters Score -1.876377e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -18763768.000000 Penalty: 3920.508301
	Iteration 48Q: 3 clusters Score -1.876377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 171817 members 
Entering Unmasked Estep 
Score: -18763768.000000 Penalty: 3920.508301
	Iteration 49Q: 3 clusters Score -1.876377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 171839 members 
Entering Unmasked Estep 
Score: -18763778.000000 Penalty: 3920.508301
	Iteration 50Q: 3 clusters Score -1.876378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 171860 members 
Entering Unmasked Estep 
Score: -18763780.000000 Penalty: 3920.508301
	Iteration 51Q: 3 clusters Score -1.876378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 171882 members 
Entering Unmasked Estep 
Score: -18763776.000000 Penalty: 3920.508301
	Iteration 52Q: 3 clusters Score -1.876378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 171898 members 
Entering Unmasked Estep 
Score: -18763788.000000 Penalty: 3920.508301
	Iteration 53Q: 3 clusters Score -1.876379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 171911 members 
Entering Unmasked Estep 
Score: -18763784.000000 Penalty: 3920.508301
	Iteration 54Q: 3 clusters Score -1.876378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 171926 members 
Entering Unmasked Estep 
Score: -18763790.000000 Penalty: 3920.508301
	Iteration 55Q: 3 clusters Score -1.876379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -18763804.000000 Penalty: 3920.508301
	Iteration 56Q: 3 clusters Score -1.87638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 171953 members 
Entering Unmasked Estep 
Score: -18763796.000000 Penalty: 3920.508301
	Iteration 57Q: 3 clusters Score -1.87638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 171961 members 
Entering Unmasked Estep 
Score: -18763804.000000 Penalty: 3920.508301
	Iteration 58Q: 3 clusters Score -1.87638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 171971 members 
Entering Unmasked Estep 
Score: -18763816.000000 Penalty: 3920.508301
	Iteration 59Q: 3 clusters Score -1.876382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -18763820.000000 Penalty: 3920.508301
	Iteration 60F: 3 clusters Score -1.876382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 171980 members 
Entering Unmasked Estep 
Score: -18763818.000000 Penalty: 3920.508301
	Iteration 61Q: 3 clusters Score -1.876382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 171988 members 
Entering Unmasked Estep 
Score: -18763826.000000 Penalty: 3920.508301
	Iteration 62Q: 3 clusters Score -1.876383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 171999 members 
Entering Unmasked Estep 
Score: -18763826.000000 Penalty: 3920.508301
	Iteration 63Q: 3 clusters Score -1.876383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -18763818.000000 Penalty: 3920.508301
	Iteration 64Q: 3 clusters Score -1.876382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 172013 members 
Entering Unmasked Estep 
Score: -18763830.000000 Penalty: 3920.508301
	Iteration 65Q: 3 clusters Score -1.876383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 172023 members 
Entering Unmasked Estep 
Score: -18763838.000000 Penalty: 3920.508301
	Iteration 66Q: 3 clusters Score -1.876384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 172034 members 
Entering Unmasked Estep 
Score: -18763826.000000 Penalty: 3920.508301
	Iteration 67Q: 3 clusters Score -1.876383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 172043 members 
Entering Unmasked Estep 
Score: -18763842.000000 Penalty: 3920.508301
	Iteration 68Q: 3 clusters Score -1.876384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -18763844.000000 Penalty: 3920.508301
	Iteration 69Q: 3 clusters Score -1.876384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 172050 members 
Entering Unmasked Estep 
Score: -18763836.000000 Penalty: 3920.508301
	Iteration 70Q: 3 clusters Score -1.876384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 172050 members 
Entering Unmasked Estep 
Score: -18763836.000000 Penalty: 3920.508301
	Iteration 71F: 3 clusters Score -1.876384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -561730.875000 Penalty: 1393.389893
	Iteration 0F: 2 clusters Score -561730.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -557582.375000 Penalty: 2786.779785
	Iteration 0F: 3 clusters Score -557582.4 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -558769.812500 Penalty: 2786.779785
	Iteration 1F: 3 clusters Score -558769.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -559078.625000 Penalty: 2786.779785
	Iteration 2F: 3 clusters Score -559078.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -559345.562500 Penalty: 2786.779785
	Iteration 3F: 3 clusters Score -559345.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -559569.187500 Penalty: 2786.779785
	Iteration 4F: 3 clusters Score -559569.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -559754.500000 Penalty: 2786.779785
	Iteration 5Q: 3 clusters Score -559754.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -559945.312500 Penalty: 2786.779785
	Iteration 6Q: 3 clusters Score -559945.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -560113.437500 Penalty: 2786.779785
	Iteration 7Q: 3 clusters Score -560113.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -560285.500000 Penalty: 2786.779785
	Iteration 8Q: 3 clusters Score -560285.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -560423.687500 Penalty: 2786.779785
	Iteration 9Q: 3 clusters Score -560423.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -560520.312500 Penalty: 2786.779785
	Iteration 10Q: 3 clusters Score -560520.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -560574.687500 Penalty: 2786.779785
	Iteration 11Q: 3 clusters Score -560574.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -560612.437500 Penalty: 2786.779785
	Iteration 12Q: 3 clusters Score -560612.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -560641.312500 Penalty: 2786.779785
	Iteration 13Q: 3 clusters Score -560641.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -560659.937500 Penalty: 2786.779785
	Iteration 14Q: 3 clusters Score -560659.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -560671.250000 Penalty: 2786.779785
	Iteration 15Q: 3 clusters Score -560671.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -560679.125000 Penalty: 2786.779785
	Iteration 16Q: 3 clusters Score -560679.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -560684.187500 Penalty: 2786.779785
	Iteration 17Q: 3 clusters Score -560684.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -560688.812500 Penalty: 2786.779785
	Iteration 18Q: 3 clusters Score -560688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -560692.812500 Penalty: 2786.779785
	Iteration 19Q: 3 clusters Score -560692.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -560696.562500 Penalty: 2786.779785
	Iteration 20F: 3 clusters Score -560696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -560697.875000 Penalty: 2786.779785
	Iteration 21Q: 3 clusters Score -560697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -560702.625000 Penalty: 2786.779785
	Iteration 22Q: 3 clusters Score -560702.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -560705.812500 Penalty: 2786.779785
	Iteration 23Q: 3 clusters Score -560705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -560708.437500 Penalty: 2786.779785
	Iteration 24Q: 3 clusters Score -560708.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -560713.312500 Penalty: 2786.779785
	Iteration 25Q: 3 clusters Score -560713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -560714.625000 Penalty: 2786.779785
	Iteration 26Q: 3 clusters Score -560714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -560717.312500 Penalty: 2786.779785
	Iteration 27Q: 3 clusters Score -560717.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -560720.375000 Penalty: 2786.779785
	Iteration 28Q: 3 clusters Score -560720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -560722.500000 Penalty: 2786.779785
	Iteration 29Q: 3 clusters Score -560722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -560722.875000 Penalty: 2786.779785
	Iteration 30Q: 3 clusters Score -560722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -560723.375000 Penalty: 2786.779785
	Iteration 31Q: 3 clusters Score -560723.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -560723.750000 Penalty: 2786.779785
	Iteration 32Q: 3 clusters Score -560723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -560726.437500 Penalty: 2786.779785
	Iteration 33Q: 3 clusters Score -560726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -560726.750000 Penalty: 2786.779785
	Iteration 34Q: 3 clusters Score -560726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -560728.625000 Penalty: 2786.779785
	Iteration 35Q: 3 clusters Score -560728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -560729.312500 Penalty: 2786.779785
	Iteration 36Q: 3 clusters Score -560729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -560729.437500 Penalty: 2786.779785
	Iteration 37Q: 3 clusters Score -560729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -560730.937500 Penalty: 2786.779785
	Iteration 38Q: 3 clusters Score -560730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -560733.312500 Penalty: 2786.779785
	Iteration 39Q: 3 clusters Score -560733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -560735.562500 Penalty: 2786.779785
	Iteration 40F: 3 clusters Score -560735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -560741.500000 Penalty: 2786.779785
	Iteration 41Q: 3 clusters Score -560741.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -560742.312500 Penalty: 2786.779785
	Iteration 42Q: 3 clusters Score -560742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -560741.562500 Penalty: 2786.779785
	Iteration 43Q: 3 clusters Score -560741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -560744.812500 Penalty: 2786.779785
	Iteration 44Q: 3 clusters Score -560744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -560744.187500 Penalty: 2786.779785
	Iteration 45Q: 3 clusters Score -560744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -560744.125000 Penalty: 2786.779785
	Iteration 46Q: 3 clusters Score -560744.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -560744.125000 Penalty: 2786.779785
	Iteration 47F: 3 clusters Score -560744.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Entering Unmasked Estep 
Score: -3803854.000000 Penalty: 1698.630493
	Iteration 0F: 2 clusters Score -3803854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3780412.000000 Penalty: 3397.260986
	Iteration 0F: 3 clusters Score -3780412 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3789486.750000 Penalty: 3397.260986
	Iteration 1F: 3 clusters Score -3789487 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3790175.250000 Penalty: 3397.260986
	Iteration 2Q: 3 clusters Score -3790175 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -3791131.000000 Penalty: 3397.260986
	Iteration 3F: 3 clusters Score -3791131 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3792740.500000 Penalty: 3397.260986
	Iteration 4F: 3 clusters Score -3792740 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3795133.250000 Penalty: 3397.260986
	Iteration 5F: 3 clusters Score -3795133 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3797922.250000 Penalty: 3397.260986
	Iteration 6F: 3 clusters Score -3797922 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -3800210.000000 Penalty: 3397.260986
	Iteration 7F: 3 clusters Score -3800210 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -3801395.750000 Penalty: 3397.260986
	Iteration 8Q: 3 clusters Score -3801396 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -3801911.000000 Penalty: 3397.260986
	Iteration 9Q: 3 clusters Score -3801911 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -3802144.000000 Penalty: 3397.260986
	Iteration 10Q: 3 clusters Score -3802144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -3802246.750000 Penalty: 3397.260986
	Iteration 11Q: 3 clusters Score -3802247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -3802322.000000 Penalty: 3397.260986
	Iteration 12Q: 3 clusters Score -3802322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -3802370.000000 Penalty: 3397.260986
	Iteration 13Q: 3 clusters Score -3802370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3802396.500000 Penalty: 3397.260986
	Iteration 14Q: 3 clusters Score -3802396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -3802413.000000 Penalty: 3397.260986
	Iteration 15Q: 3 clusters Score -3802413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -3802419.250000 Penalty: 3397.260986
	Iteration 16Q: 3 clusters Score -3802419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -3802425.000000 Penalty: 3397.260986
	Iteration 17Q: 3 clusters Score -3802425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -3802430.250000 Penalty: 3397.260986
	Iteration 18Q: 3 clusters Score -3802430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -3802435.750000 Penalty: 3397.260986
	Iteration 19Q: 3 clusters Score -3802436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -3802435.750000 Penalty: 3397.260986
	Iteration 20F: 3 clusters Score -3802436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -463256.968750 Penalty: 1368.074219
	Iteration 0F: 2 clusters Score -463257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -459602.875000 Penalty: 2736.148438
	Iteration 0F: 3 clusters Score -459602.9 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -460886.687500 Penalty: 2736.148438
	Iteration 1F: 3 clusters Score -460886.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -461361.843750 Penalty: 2736.148438
	Iteration 2F: 3 clusters Score -461361.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -461786.500000 Penalty: 2736.148438
	Iteration 3F: 3 clusters Score -461786.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -462171.937500 Penalty: 2736.148438
	Iteration 4F: 3 clusters Score -462171.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -462465.750000 Penalty: 2736.148438
	Iteration 5F: 3 clusters Score -462465.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -462627.968750 Penalty: 2736.148438
	Iteration 6Q: 3 clusters Score -462628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -462713.250000 Penalty: 2736.148438
	Iteration 7Q: 3 clusters Score -462713.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -462764.843750 Penalty: 2736.148438
	Iteration 8Q: 3 clusters Score -462764.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -462803.343750 Penalty: 2736.148438
	Iteration 9Q: 3 clusters Score -462803.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -462825.500000 Penalty: 2736.148438
	Iteration 10Q: 3 clusters Score -462825.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -462853.250000 Penalty: 2736.148438
	Iteration 11Q: 3 clusters Score -462853.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -462882.156250 Penalty: 2736.148438
	Iteration 12Q: 3 clusters Score -462882.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -462900.187500 Penalty: 2736.148438
	Iteration 13Q: 3 clusters Score -462900.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -462913.468750 Penalty: 2736.148438
	Iteration 14Q: 3 clusters Score -462913.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -462920.656250 Penalty: 2736.148438
	Iteration 15Q: 3 clusters Score -462920.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -462933.531250 Penalty: 2736.148438
	Iteration 16Q: 3 clusters Score -462933.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -462945.312500 Penalty: 2736.148438
	Iteration 17Q: 3 clusters Score -462945.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -462951.875000 Penalty: 2736.148438
	Iteration 18Q: 3 clusters Score -462951.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -462956.468750 Penalty: 2736.148438
	Iteration 19Q: 3 clusters Score -462956.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -462962.687500 Penalty: 2736.148438
	Iteration 20F: 3 clusters Score -462962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -462965.468750 Penalty: 2736.148438
	Iteration 21Q: 3 clusters Score -462965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -462968.468750 Penalty: 2736.148438
	Iteration 22Q: 3 clusters Score -462968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -462971.281250 Penalty: 2736.148438
	Iteration 23Q: 3 clusters Score -462971.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -462974.093750 Penalty: 2736.148438
	Iteration 24Q: 3 clusters Score -462974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -462974.968750 Penalty: 2736.148438
	Iteration 25Q: 3 clusters Score -462975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -462975.000000 Penalty: 2736.148438
	Iteration 26Q: 3 clusters Score -462975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -462975.687500 Penalty: 2736.148438
	Iteration 27Q: 3 clusters Score -462975.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -462975.687500 Penalty: 2736.148438
	Iteration 28F: 3 clusters Score -462975.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -291311.312500 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -291311.3 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 1428 members 
Entering Unmasked Estep 
Score: -288713.625000 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -288713.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -289468.281250 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -289468.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -289772.312500 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -289772.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -290076.562500 Penalty: 2581.383301
	Iteration 3F: 3 clusters Score -290076.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -290364.843750 Penalty: 2581.383301
	Iteration 4F: 3 clusters Score -290364.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -290746.218750 Penalty: 2581.383301
	Iteration 5F: 3 clusters Score -290746.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -291087.531250 Penalty: 2581.383301
	Iteration 6F: 3 clusters Score -291087.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -291374.718750 Penalty: 2581.383301
	Iteration 7F: 3 clusters Score -291374.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -291579.187500 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -291579.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -291658.468750 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -291658.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -291696.187500 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -291696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -291716.843750 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -291716.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -291732.000000 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -291732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -291741.125000 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -291741.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -291745.500000 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -291745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -291747.312500 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -291747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -291749.781250 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -291749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -291750.250000 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -291750.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -291750.250000 Penalty: 2581.383301
	Iteration 18F: 3 clusters Score -291750.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72214 members 
Mstep: Class 3 contains 176907 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65550 members 
Mstep: Class 6 contains 46924 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173356 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 1561 members 
Mstep: Class 14 contains 167147 members 
Mstep: Class 16 contains 37271 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2877 members 
Entering Unmasked Estep 
Score: -93853056.000000 Penalty: 40048.039062
Splitting cluster 12 changes total score from -93853664.000000 to -93853056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (167147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167147 members 
Entering Unmasked Estep 
Score: -18127562.000000 Penalty: 1954.327148
	Iteration 0F: 2 clusters Score -1.812756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -18016312.000000 Penalty: 3908.654297
	Iteration 0F: 3 clusters Score -1.801631e+07 nChanged 80441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -18064200.000000 Penalty: 3908.654297
	Iteration 1F: 3 clusters Score -1.80642e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -18065578.000000 Penalty: 3908.654297
	Iteration 2Q: 3 clusters Score -1.806558e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94145 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -18067784.000000 Penalty: 3908.654297
	Iteration 3Q: 3 clusters Score -1.806778e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -18072118.000000 Penalty: 3908.654297
	Iteration 4Q: 3 clusters Score -1.807212e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -18078834.000000 Penalty: 3908.654297
	Iteration 5F: 3 clusters Score -1.807883e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -18087258.000000 Penalty: 3908.654297
	Iteration 6F: 3 clusters Score -1.808726e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122996 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -18096184.000000 Penalty: 3908.654297
	Iteration 7F: 3 clusters Score -1.809618e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129811 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -18103362.000000 Penalty: 3908.654297
	Iteration 8F: 3 clusters Score -1.810336e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135068 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -18107980.000000 Penalty: 3908.654297
	Iteration 9Q: 3 clusters Score -1.810798e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139256 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -18111172.000000 Penalty: 3908.654297
	Iteration 10Q: 3 clusters Score -1.811117e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142955 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -18113490.000000 Penalty: 3908.654297
	Iteration 11Q: 3 clusters Score -1.811349e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -18115308.000000 Penalty: 3908.654297
	Iteration 12Q: 3 clusters Score -1.811531e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149740 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -18117004.000000 Penalty: 3908.654297
	Iteration 13Q: 3 clusters Score -1.8117e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152833 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -18118758.000000 Penalty: 3908.654297
	Iteration 14Q: 3 clusters Score -1.811876e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155620 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -18120308.000000 Penalty: 3908.654297
	Iteration 15Q: 3 clusters Score -1.812031e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -18121668.000000 Penalty: 3908.654297
	Iteration 16Q: 3 clusters Score -1.812167e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160088 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -18122716.000000 Penalty: 3908.654297
	Iteration 17Q: 3 clusters Score -1.812272e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161746 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -18123610.000000 Penalty: 3908.654297
	Iteration 18Q: 3 clusters Score -1.812361e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162985 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -18124202.000000 Penalty: 3908.654297
	Iteration 19Q: 3 clusters Score -1.81242e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163968 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -18124666.000000 Penalty: 3908.654297
	Iteration 20F: 3 clusters Score -1.812467e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164698 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -18124924.000000 Penalty: 3908.654297
	Iteration 21Q: 3 clusters Score -1.812492e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165212 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -18125214.000000 Penalty: 3908.654297
	Iteration 22Q: 3 clusters Score -1.812521e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165604 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -18125430.000000 Penalty: 3908.654297
	Iteration 23Q: 3 clusters Score -1.812543e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -18125602.000000 Penalty: 3908.654297
	Iteration 24Q: 3 clusters Score -1.81256e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -18125720.000000 Penalty: 3908.654297
	Iteration 25Q: 3 clusters Score -1.812572e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166222 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -18125824.000000 Penalty: 3908.654297
	Iteration 26Q: 3 clusters Score -1.812582e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -18125872.000000 Penalty: 3908.654297
	Iteration 27Q: 3 clusters Score -1.812587e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166404 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -18125896.000000 Penalty: 3908.654297
	Iteration 28Q: 3 clusters Score -1.81259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -18125920.000000 Penalty: 3908.654297
	Iteration 29Q: 3 clusters Score -1.812592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166482 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -18125916.000000 Penalty: 3908.654297
	Iteration 30Q: 3 clusters Score -1.812592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -18125930.000000 Penalty: 3908.654297
	Iteration 31Q: 3 clusters Score -1.812593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18125956.000000 Penalty: 3908.654297
	Iteration 32Q: 3 clusters Score -1.812596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18125956.000000 Penalty: 3908.654297
	Iteration 33Q: 3 clusters Score -1.812596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166569 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -18125954.000000 Penalty: 3908.654297
	Iteration 34Q: 3 clusters Score -1.812595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -18125974.000000 Penalty: 3908.654297
	Iteration 35Q: 3 clusters Score -1.812597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166596 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -18125982.000000 Penalty: 3908.654297
	Iteration 36Q: 3 clusters Score -1.812598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166600 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -18125988.000000 Penalty: 3908.654297
	Iteration 37Q: 3 clusters Score -1.812599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166602 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18126002.000000 Penalty: 3908.654297
	Iteration 38Q: 3 clusters Score -1.8126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166604 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -18125998.000000 Penalty: 3908.654297
	Iteration 39Q: 3 clusters Score -1.8126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166605 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -18126004.000000 Penalty: 3908.654297
	Iteration 40F: 3 clusters Score -1.8126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166607 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -18126008.000000 Penalty: 3908.654297
	Iteration 41Q: 3 clusters Score -1.812601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -18126016.000000 Penalty: 3908.654297
	Iteration 42Q: 3 clusters Score -1.812602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18126002.000000 Penalty: 3908.654297
	Iteration 43Q: 3 clusters Score -1.8126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166613 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -18126008.000000 Penalty: 3908.654297
	Iteration 44Q: 3 clusters Score -1.812601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166613 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -18126008.000000 Penalty: 3908.654297
	Iteration 45F: 3 clusters Score -1.812601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Entering Unmasked Estep 
Score: -4092359.750000 Penalty: 1710.470215
	Iteration 0F: 2 clusters Score -4092360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4067320.000000 Penalty: 3420.940430
	Iteration 0F: 3 clusters Score -4067320 nChanged 17252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4076899.500000 Penalty: 3420.940430
	Iteration 1F: 3 clusters Score -4076900 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4077418.250000 Penalty: 3420.940430
	Iteration 2Q: 3 clusters Score -4077418 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4078099.750000 Penalty: 3420.940430
	Iteration 3Q: 3 clusters Score -4078100 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4079058.250000 Penalty: 3420.940430
	Iteration 4Q: 3 clusters Score -4079058 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4080289.000000 Penalty: 3420.940430
	Iteration 5F: 3 clusters Score -4080289 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4081879.750000 Penalty: 3420.940430
	Iteration 6F: 3 clusters Score -4081880 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4083912.000000 Penalty: 3420.940430
	Iteration 7F: 3 clusters Score -4083912 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4086006.750000 Penalty: 3420.940430
	Iteration 8F: 3 clusters Score -4086007 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -4087321.000000 Penalty: 3420.940430
	Iteration 9F: 3 clusters Score -4087321 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4087829.250000 Penalty: 3420.940430
	Iteration 10Q: 3 clusters Score -4087829 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4088139.250000 Penalty: 3420.940430
	Iteration 11Q: 3 clusters Score -4088139 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4088332.750000 Penalty: 3420.940430
	Iteration 12Q: 3 clusters Score -4088333 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4088506.000000 Penalty: 3420.940430
	Iteration 13Q: 3 clusters Score -4088506 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4088643.500000 Penalty: 3420.940430
	Iteration 14Q: 3 clusters Score -4088644 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -4088774.500000 Penalty: 3420.940430
	Iteration 15Q: 3 clusters Score -4088774 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -4088895.750000 Penalty: 3420.940430
	Iteration 16Q: 3 clusters Score -4088896 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -4089024.250000 Penalty: 3420.940430
	Iteration 17Q: 3 clusters Score -4089024 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -4089124.250000 Penalty: 3420.940430
	Iteration 18Q: 3 clusters Score -4089124 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -4089208.500000 Penalty: 3420.940430
	Iteration 19Q: 3 clusters Score -4089208 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4089316.250000 Penalty: 3420.940430
	Iteration 20F: 3 clusters Score -4089316 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -4089433.500000 Penalty: 3420.940430
	Iteration 21Q: 3 clusters Score -4089434 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -4089527.500000 Penalty: 3420.940430
	Iteration 22Q: 3 clusters Score -4089528 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4089623.250000 Penalty: 3420.940430
	Iteration 23Q: 3 clusters Score -4089623 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4089741.750000 Penalty: 3420.940430
	Iteration 24Q: 3 clusters Score -4089742 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -4089830.500000 Penalty: 3420.940430
	Iteration 25Q: 3 clusters Score -4089830 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4089942.250000 Penalty: 3420.940430
	Iteration 26Q: 3 clusters Score -4089942 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4090038.250000 Penalty: 3420.940430
	Iteration 27Q: 3 clusters Score -4090038 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4090128.750000 Penalty: 3420.940430
	Iteration 28Q: 3 clusters Score -4090129 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -4090204.000000 Penalty: 3420.940430
	Iteration 29Q: 3 clusters Score -4090204 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4090274.500000 Penalty: 3420.940430
	Iteration 30Q: 3 clusters Score -4090274 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4090373.500000 Penalty: 3420.940430
	Iteration 31Q: 3 clusters Score -4090374 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4090451.500000 Penalty: 3420.940430
	Iteration 32Q: 3 clusters Score -4090452 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4090510.000000 Penalty: 3420.940430
	Iteration 33Q: 3 clusters Score -4090510 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4090553.500000 Penalty: 3420.940430
	Iteration 34Q: 3 clusters Score -4090554 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4090600.500000 Penalty: 3420.940430
	Iteration 35Q: 3 clusters Score -4090600 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4090670.500000 Penalty: 3420.940430
	Iteration 36Q: 3 clusters Score -4090670 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4090711.750000 Penalty: 3420.940430
	Iteration 37Q: 3 clusters Score -4090712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4090754.750000 Penalty: 3420.940430
	Iteration 38Q: 3 clusters Score -4090755 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4090781.000000 Penalty: 3420.940430
	Iteration 39Q: 3 clusters Score -4090781 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4090833.750000 Penalty: 3420.940430
	Iteration 40F: 3 clusters Score -4090834 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4090878.750000 Penalty: 3420.940430
	Iteration 41Q: 3 clusters Score -4090879 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4090900.000000 Penalty: 3420.940430
	Iteration 42Q: 3 clusters Score -4090900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4090946.500000 Penalty: 3420.940430
	Iteration 43Q: 3 clusters Score -4090946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4090973.000000 Penalty: 3420.940430
	Iteration 44Q: 3 clusters Score -4090973 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4090992.750000 Penalty: 3420.940430
	Iteration 45Q: 3 clusters Score -4090993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4091006.250000 Penalty: 3420.940430
	Iteration 46Q: 3 clusters Score -4091006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4091017.000000 Penalty: 3420.940430
	Iteration 47Q: 3 clusters Score -4091017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4091038.250000 Penalty: 3420.940430
	Iteration 48Q: 3 clusters Score -4091038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4091051.500000 Penalty: 3420.940430
	Iteration 49Q: 3 clusters Score -4091052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4091067.000000 Penalty: 3420.940430
	Iteration 50Q: 3 clusters Score -4091067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4091083.750000 Penalty: 3420.940430
	Iteration 51Q: 3 clusters Score -4091084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4091105.750000 Penalty: 3420.940430
	Iteration 52Q: 3 clusters Score -4091106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4091125.000000 Penalty: 3420.940430
	Iteration 53Q: 3 clusters Score -4091125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4091129.750000 Penalty: 3420.940430
	Iteration 54Q: 3 clusters Score -4091130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4091144.000000 Penalty: 3420.940430
	Iteration 55Q: 3 clusters Score -4091144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4091150.500000 Penalty: 3420.940430
	Iteration 56Q: 3 clusters Score -4091150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4091160.250000 Penalty: 3420.940430
	Iteration 57Q: 3 clusters Score -4091160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4091171.250000 Penalty: 3420.940430
	Iteration 58Q: 3 clusters Score -4091171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4091171.000000 Penalty: 3420.940430
	Iteration 59Q: 3 clusters Score -4091171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4091173.250000 Penalty: 3420.940430
	Iteration 60F: 3 clusters Score -4091173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4091177.000000 Penalty: 3420.940430
	Iteration 61Q: 3 clusters Score -4091177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4091189.000000 Penalty: 3420.940430
	Iteration 62Q: 3 clusters Score -4091189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4091191.000000 Penalty: 3420.940430
	Iteration 63Q: 3 clusters Score -4091191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4091195.250000 Penalty: 3420.940430
	Iteration 64Q: 3 clusters Score -4091195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4091190.000000 Penalty: 3420.940430
	Iteration 65Q: 3 clusters Score -4091190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4091195.250000 Penalty: 3420.940430
	Iteration 66Q: 3 clusters Score -4091195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4091198.000000 Penalty: 3420.940430
	Iteration 67Q: 3 clusters Score -4091198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4091208.500000 Penalty: 3420.940430
	Iteration 68Q: 3 clusters Score -4091208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4091204.000000 Penalty: 3420.940430
	Iteration 69Q: 3 clusters Score -4091204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4091204.000000 Penalty: 3420.940430
	Iteration 70Q: 3 clusters Score -4091204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4091203.500000 Penalty: 3420.940430
	Iteration 71Q: 3 clusters Score -4091204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4091206.750000 Penalty: 3420.940430
	Iteration 72Q: 3 clusters Score -4091207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4091205.000000 Penalty: 3420.940430
	Iteration 73Q: 3 clusters Score -4091205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4091207.250000 Penalty: 3420.940430
	Iteration 74Q: 3 clusters Score -4091207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4091212.250000 Penalty: 3420.940430
	Iteration 75Q: 3 clusters Score -4091212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4091210.250000 Penalty: 3420.940430
	Iteration 76Q: 3 clusters Score -4091210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4091216.000000 Penalty: 3420.940430
	Iteration 77Q: 3 clusters Score -4091216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4091208.750000 Penalty: 3420.940430
	Iteration 78Q: 3 clusters Score -4091209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4091219.000000 Penalty: 3420.940430
	Iteration 79Q: 3 clusters Score -4091219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4091219.750000 Penalty: 3420.940430
	Iteration 80F: 3 clusters Score -4091220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4091220.000000 Penalty: 3420.940430
	Iteration 81Q: 3 clusters Score -4091220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4091223.750000 Penalty: 3420.940430
	Iteration 82Q: 3 clusters Score -4091224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4091225.250000 Penalty: 3420.940430
	Iteration 83Q: 3 clusters Score -4091225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4091226.000000 Penalty: 3420.940430
	Iteration 84Q: 3 clusters Score -4091226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4091226.000000 Penalty: 3420.940430
	Iteration 85F: 3 clusters Score -4091226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -34037.320312 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -34037.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33142.523438 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -33142.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33282.847656 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -33282.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33327.234375 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -33327.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33347.476562 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -33347.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33355.746094 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -33355.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33360.785156 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -33360.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33368.644531 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -33368.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33391.289062 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -33391.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33426.734375 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -33426.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33470.082031 Penalty: 1928.840576
	Iteration 9Q: 3 clusters Score -33470.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33525.363281 Penalty: 1928.840576
	Iteration 10Q: 3 clusters Score -33525.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33541.121094 Penalty: 1928.840576
	Iteration 11Q: 3 clusters Score -33541.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33543.679688 Penalty: 1928.840576
	Iteration 12Q: 3 clusters Score -33543.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33545.878906 Penalty: 1928.840576
	Iteration 13Q: 3 clusters Score -33545.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33546.250000 Penalty: 1928.840576
	Iteration 14F: 3 clusters Score -33546.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33561.195312 Penalty: 1928.840576
	Iteration 15Q: 3 clusters Score -33561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33569.867188 Penalty: 1928.840576
	Iteration 16Q: 3 clusters Score -33569.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33573.074219 Penalty: 1928.840576
	Iteration 17Q: 3 clusters Score -33573.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33573.074219 Penalty: 1928.840576
	Iteration 18F: 3 clusters Score -33573.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Entering Unmasked Estep 
Score: -5145356.000000 Penalty: 1754.362915
	Iteration 0F: 2 clusters Score -5145356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5112745.000000 Penalty: 3508.725830
	Iteration 0F: 3 clusters Score -5112745 nChanged 22899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -5125831.500000 Penalty: 3508.725830
	Iteration 1F: 3 clusters Score -5125832 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -5126584.500000 Penalty: 3508.725830
	Iteration 2Q: 3 clusters Score -5126584 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -5127620.500000 Penalty: 3508.725830
	Iteration 3Q: 3 clusters Score -5127620 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5129033 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5130900.500000 Penalty: 3508.725830
	Iteration 5F: 3 clusters Score -5130900 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -5133411.000000 Penalty: 3508.725830
	Iteration 6F: 3 clusters Score -5133411 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -5136113.000000 Penalty: 3508.725830
	Iteration 7F: 3 clusters Score -5136113 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -5138320.000000 Penalty: 3508.725830
	Iteration 8F: 3 clusters Score -5138320 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -5139663.500000 Penalty: 3508.725830
	Iteration 9Q: 3 clusters Score -5139664 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -5140482.000000 Penalty: 3508.725830
	Iteration 10Q: 3 clusters Score -5140482 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -5140961.500000 Penalty: 3508.725830
	Iteration 11Q: 3 clusters Score -5140962 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -5141327.500000 Penalty: 3508.725830
	Iteration 12Q: 3 clusters Score -5141328 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -5141562.000000 Penalty: 3508.725830
	Iteration 13Q: 3 clusters Score -5141562 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5141731.000000 Penalty: 3508.725830
	Iteration 14Q: 3 clusters Score -5141731 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -5141903.500000 Penalty: 3508.725830
	Iteration 15Q: 3 clusters Score -5141904 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -5142060.000000 Penalty: 3508.725830
	Iteration 16Q: 3 clusters Score -5142060 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -5142181.000000 Penalty: 3508.725830
	Iteration 17Q: 3 clusters Score -5142181 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -5142357.500000 Penalty: 3508.725830
	Iteration 18Q: 3 clusters Score -5142358 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5142590.000000 Penalty: 3508.725830
	Iteration 19Q: 3 clusters Score -5142590 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5142780.000000 Penalty: 3508.725830
	Iteration 20F: 3 clusters Score -5142780 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5142948.500000 Penalty: 3508.725830
	Iteration 21Q: 3 clusters Score -5142948 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -5143080.500000 Penalty: 3508.725830
	Iteration 22Q: 3 clusters Score -5143080 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5143190.500000 Penalty: 3508.725830
	Iteration 23Q: 3 clusters Score -5143190 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -5143307.000000 Penalty: 3508.725830
	Iteration 24Q: 3 clusters Score -5143307 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -5143386.500000 Penalty: 3508.725830
	Iteration 25Q: 3 clusters Score -5143386 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5143453.500000 Penalty: 3508.725830
	Iteration 26Q: 3 clusters Score -5143454 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5143489.500000 Penalty: 3508.725830
	Iteration 27Q: 3 clusters Score -5143490 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -5143546.500000 Penalty: 3508.725830
	Iteration 28Q: 3 clusters Score -5143546 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5143593.500000 Penalty: 3508.725830
	Iteration 29Q: 3 clusters Score -5143594 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -5143630.500000 Penalty: 3508.725830
	Iteration 30Q: 3 clusters Score -5143630 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -5143671.000000 Penalty: 3508.725830
	Iteration 31Q: 3 clusters Score -5143671 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -5143707.000000 Penalty: 3508.725830
	Iteration 32Q: 3 clusters Score -5143707 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -5143744.000000 Penalty: 3508.725830
	Iteration 33Q: 3 clusters Score -5143744 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5143778.000000 Penalty: 3508.725830
	Iteration 34Q: 3 clusters Score -5143778 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -5143811.000000 Penalty: 3508.725830
	Iteration 35Q: 3 clusters Score -5143811 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -5143839.000000 Penalty: 3508.725830
	Iteration 36Q: 3 clusters Score -5143839 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -5143844.500000 Penalty: 3508.725830
	Iteration 37Q: 3 clusters Score -5143844 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -5143869.000000 Penalty: 3508.725830
	Iteration 38Q: 3 clusters Score -5143869 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -5143883.500000 Penalty: 3508.725830
	Iteration 39Q: 3 clusters Score -5143884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -5143920.500000 Penalty: 3508.725830
	Iteration 40F: 3 clusters Score -5143920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5143945.000000 Penalty: 3508.725830
	Iteration 41Q: 3 clusters Score -5143945 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -5143954.500000 Penalty: 3508.725830
	Iteration 42Q: 3 clusters Score -5143954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -5143953.000000 Penalty: 3508.725830
	Iteration 43Q: 3 clusters Score -5143953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -5143969.000000 Penalty: 3508.725830
	Iteration 44Q: 3 clusters Score -5143969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -5143959.500000 Penalty: 3508.725830
	Iteration 45Q: 3 clusters Score -5143960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -5143959.500000 Penalty: 3508.725830
	Iteration 46Q: 3 clusters Score -5143960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5143966.500000 Penalty: 3508.725830
	Iteration 47Q: 3 clusters Score -5143966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -5143968.000000 Penalty: 3508.725830
	Iteration 48Q: 3 clusters Score -5143968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5143979.500000 Penalty: 3508.725830
	Iteration 49Q: 3 clusters Score -5143980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -5143978.000000 Penalty: 3508.725830
	Iteration 50Q: 3 clusters Score -5143978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -5143989.500000 Penalty: 3508.725830
	Iteration 51Q: 3 clusters Score -5143990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -5143996.000000 Penalty: 3508.725830
	Iteration 52Q: 3 clusters Score -5143996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -5144004.000000 Penalty: 3508.725830
	Iteration 53Q: 3 clusters Score -5144004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -5144003.500000 Penalty: 3508.725830
	Iteration 54Q: 3 clusters Score -5144004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -5144002.000000 Penalty: 3508.725830
	Iteration 55Q: 3 clusters Score -5144002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -5143994.000000 Penalty: 3508.725830
	Iteration 56Q: 3 clusters Score -5143994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5143994.500000 Penalty: 3508.725830
	Iteration 57Q: 3 clusters Score -5143994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -5144001.500000 Penalty: 3508.725830
	Iteration 58Q: 3 clusters Score -5144002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -5144000.000000 Penalty: 3508.725830
	Iteration 59Q: 3 clusters Score -5144000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -5144001.500000 Penalty: 3508.725830
	Iteration 60F: 3 clusters Score -5144002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -5143999.000000 Penalty: 3508.725830
	Iteration 61Q: 3 clusters Score -5143999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -5144002.500000 Penalty: 3508.725830
	Iteration 62Q: 3 clusters Score -5144002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -5144003.000000 Penalty: 3508.725830
	Iteration 63Q: 3 clusters Score -5144003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -5144001.500000 Penalty: 3508.725830
	Iteration 64Q: 3 clusters Score -5144002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -5143996.500000 Penalty: 3508.725830
	Iteration 65Q: 3 clusters Score -5143996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -5143994.000000 Penalty: 3508.725830
	Iteration 66Q: 3 clusters Score -5143994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -5143997.000000 Penalty: 3508.725830
	Iteration 67Q: 3 clusters Score -5143997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -5143997.000000 Penalty: 3508.725830
	Iteration 68Q: 3 clusters Score -5143997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -5144002.500000 Penalty: 3508.725830
	Iteration 69Q: 3 clusters Score -5144002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -5144002.500000 Penalty: 3508.725830
	Iteration 70Q: 3 clusters Score -5144002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -5144003.000000 Penalty: 3508.725830
	Iteration 71Q: 3 clusters Score -5144003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -5143998.000000 Penalty: 3508.725830
	Iteration 72Q: 3 clusters Score -5143998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5143998.500000 Penalty: 3508.725830
	Iteration 73Q: 3 clusters Score -5143998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5143998.500000 Penalty: 3508.725830
	Iteration 74F: 3 clusters Score -5143998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -321245.031250 Penalty: 1294.231812
	Iteration 0F: 2 clusters Score -321245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -318600.156250 Penalty: 2588.463623
	Iteration 0F: 3 clusters Score -318600.2 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -319165.343750 Penalty: 2588.463623
	Iteration 1F: 3 clusters Score -319165.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -319293.250000 Penalty: 2588.463623
	Iteration 2F: 3 clusters Score -319293.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -319375.125000 Penalty: 2588.463623
	Iteration 3F: 3 clusters Score -319375.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -319426.250000 Penalty: 2588.463623
	Iteration 4Q: 3 clusters Score -319426.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -319460.156250 Penalty: 2588.463623
	Iteration 5Q: 3 clusters Score -319460.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -319487.875000 Penalty: 2588.463623
	Iteration 6Q: 3 clusters Score -319487.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -319509.781250 Penalty: 2588.463623
	Iteration 7Q: 3 clusters Score -319509.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -319531.250000 Penalty: 2588.463623
	Iteration 8Q: 3 clusters Score -319531.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -319549.437500 Penalty: 2588.463623
	Iteration 9Q: 3 clusters Score -319549.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -319563.000000 Penalty: 2588.463623
	Iteration 10Q: 3 clusters Score -319563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -319572.281250 Penalty: 2588.463623
	Iteration 11Q: 3 clusters Score -319572.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -319577.437500 Penalty: 2588.463623
	Iteration 12Q: 3 clusters Score -319577.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -319583.312500 Penalty: 2588.463623
	Iteration 13Q: 3 clusters Score -319583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -319587.593750 Penalty: 2588.463623
	Iteration 14Q: 3 clusters Score -319587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -319590.781250 Penalty: 2588.463623
	Iteration 15Q: 3 clusters Score -319590.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -319593.906250 Penalty: 2588.463623
	Iteration 16Q: 3 clusters Score -319593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -319596.156250 Penalty: 2588.463623
	Iteration 17Q: 3 clusters Score -319596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -319596.281250 Penalty: 2588.463623
	Iteration 18Q: 3 clusters Score -319596.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -319597.750000 Penalty: 2588.463623
	Iteration 19Q: 3 clusters Score -319597.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -319599.625000 Penalty: 2588.463623
	Iteration 20F: 3 clusters Score -319599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -319601.812500 Penalty: 2588.463623
	Iteration 21Q: 3 clusters Score -319601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -319603.062500 Penalty: 2588.463623
	Iteration 22Q: 3 clusters Score -319603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -319603.218750 Penalty: 2588.463623
	Iteration 23Q: 3 clusters Score -319603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -319603.500000 Penalty: 2588.463623
	Iteration 24Q: 3 clusters Score -319603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -319603.500000 Penalty: 2588.463623
	Iteration 25F: 3 clusters Score -319603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 72214 members 
Mstep: Class 3 contains 176907 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65550 members 
Mstep: Class 6 contains 46924 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173356 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34652 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167147 members 
Mstep: Class 16 contains 37271 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 359Q: 18 clusters Score -9.385364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 72214 members 
Mstep: Class 3 contains 176912 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65548 members 
Mstep: Class 6 contains 46924 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173352 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34650 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167150 members 
Mstep: Class 16 contains 37272 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853688.000000 Penalty: 37823.148438
Iteration 360F: 18 clusters Score -9.385369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 72214 members 
Mstep: Class 3 contains 176920 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65546 members 
Mstep: Class 6 contains 46926 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173345 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34648 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167156 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853592.000000 Penalty: 37823.148438
Iteration 361Q: 18 clusters Score -9.385359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 72214 members 
Mstep: Class 3 contains 176925 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65545 members 
Mstep: Class 6 contains 46926 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173335 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 34646 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167166 members 
Mstep: Class 16 contains 37271 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48830 members 
Mstep: Class 20 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 362Q: 18 clusters Score -9.385363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 72214 members 
Mstep: Class 3 contains 176929 members 
Mstep: Class 4 contains 40832 members 
Mstep: Class 5 contains 65545 members 
Mstep: Class 6 contains 46926 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173330 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 34643 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167177 members 
Mstep: Class 16 contains 37272 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48830 members 
Mstep: Class 20 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 363Q: 18 clusters Score -9.385364e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 72214 members 
Mstep: Class 3 contains 176944 members 
Mstep: Class 4 contains 40834 members 
Mstep: Class 5 contains 65545 members 
Mstep: Class 6 contains 46925 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173313 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 10 contains 34641 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167184 members 
Mstep: Class 16 contains 37273 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48830 members 
Mstep: Class 20 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853632.000000 Penalty: 37823.148438
Iteration 364Q: 18 clusters Score -9.385363e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 72216 members 
Mstep: Class 3 contains 176954 members 
Mstep: Class 4 contains 40836 members 
Mstep: Class 5 contains 65546 members 
Mstep: Class 6 contains 46925 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173310 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 34639 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167182 members 
Mstep: Class 16 contains 37274 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48830 members 
Mstep: Class 20 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853640.000000 Penalty: 37823.148438
Iteration 365Q: 18 clusters Score -9.385364e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 72216 members 
Mstep: Class 3 contains 176953 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 65547 members 
Mstep: Class 6 contains 46925 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173312 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 34640 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167186 members 
Mstep: Class 16 contains 37275 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48829 members 
Mstep: Class 20 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853608.000000 Penalty: 37823.148438
Iteration 366Q: 18 clusters Score -9.385361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 72216 members 
Mstep: Class 3 contains 176953 members 
Mstep: Class 4 contains 40838 members 
Mstep: Class 5 contains 65547 members 
Mstep: Class 6 contains 46926 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173306 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 34641 members 
Mstep: Class 11 contains 4533 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167193 members 
Mstep: Class 16 contains 37276 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48827 members 
Mstep: Class 20 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853680.000000 Penalty: 37823.148438
Iteration 367Q: 18 clusters Score -9.385368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72216 members 
Mstep: Class 3 contains 176953 members 
Mstep: Class 4 contains 40838 members 
Mstep: Class 5 contains 65546 members 
Mstep: Class 6 contains 46927 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173300 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 34641 members 
Mstep: Class 11 contains 4536 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167202 members 
Mstep: Class 16 contains 37276 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48823 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853664.000000 Penalty: 37823.148438
Iteration 368Q: 18 clusters Score -9.385366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72214 members 
Mstep: Class 3 contains 176951 members 
Mstep: Class 4 contains 40838 members 
Mstep: Class 5 contains 65548 members 
Mstep: Class 6 contains 46929 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173294 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167208 members 
Mstep: Class 16 contains 37275 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853688.000000 Penalty: 37823.148438
Iteration 369Q: 18 clusters Score -9.385369e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72214 members 
Mstep: Class 3 contains 176948 members 
Mstep: Class 4 contains 40838 members 
Mstep: Class 5 contains 65549 members 
Mstep: Class 6 contains 46931 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173286 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167217 members 
Mstep: Class 16 contains 37274 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853688.000000 Penalty: 37823.148438
Iteration 370Q: 18 clusters Score -9.385369e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72213 members 
Mstep: Class 3 contains 176953 members 
Mstep: Class 4 contains 40838 members 
Mstep: Class 5 contains 65548 members 
Mstep: Class 6 contains 46929 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173279 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 34641 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167224 members 
Mstep: Class 16 contains 37273 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48823 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853704.000000 Penalty: 37823.148438
Iteration 371Q: 18 clusters Score -9.38537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72211 members 
Mstep: Class 3 contains 176957 members 
Mstep: Class 4 contains 40838 members 
Mstep: Class 5 contains 65548 members 
Mstep: Class 6 contains 46932 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173273 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 34641 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167225 members 
Mstep: Class 16 contains 37274 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853728.000000 Penalty: 37823.148438
Iteration 372Q: 18 clusters Score -9.385373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72211 members 
Mstep: Class 3 contains 176953 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 65550 members 
Mstep: Class 6 contains 46934 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173265 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167233 members 
Mstep: Class 16 contains 37275 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853768.000000 Penalty: 37823.148438
Iteration 373Q: 18 clusters Score -9.385377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72210 members 
Mstep: Class 3 contains 176948 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 65550 members 
Mstep: Class 6 contains 46933 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173262 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167242 members 
Mstep: Class 16 contains 37276 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853768.000000 Penalty: 37823.148438
Iteration 374Q: 18 clusters Score -9.385377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72210 members 
Mstep: Class 3 contains 176945 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 65548 members 
Mstep: Class 6 contains 46933 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173258 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167250 members 
Mstep: Class 16 contains 37277 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48822 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853760.000000 Penalty: 37823.148438
Iteration 375Q: 18 clusters Score -9.385376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72208 members 
Mstep: Class 3 contains 176944 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 65545 members 
Mstep: Class 6 contains 46933 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173257 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167258 members 
Mstep: Class 16 contains 37277 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853712.000000 Penalty: 37823.148438
Iteration 376Q: 18 clusters Score -9.385371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72207 members 
Mstep: Class 3 contains 176944 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 65544 members 
Mstep: Class 6 contains 46933 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173254 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167263 members 
Mstep: Class 16 contains 37277 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853728.000000 Penalty: 37823.148438
Iteration 377Q: 18 clusters Score -9.385373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72208 members 
Mstep: Class 3 contains 176945 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 65544 members 
Mstep: Class 6 contains 46933 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173251 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167264 members 
Mstep: Class 16 contains 37277 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853728.000000 Penalty: 37823.148438
Iteration 378Q: 18 clusters Score -9.385373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72207 members 
Mstep: Class 3 contains 176945 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 65544 members 
Mstep: Class 6 contains 46933 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173249 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167266 members 
Mstep: Class 16 contains 37278 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853736.000000 Penalty: 37823.148438
Iteration 379Q: 18 clusters Score -9.385374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 72207 members 
Mstep: Class 3 contains 176945 members 
Mstep: Class 4 contains 40837 members 
Mstep: Class 5 contains 65543 members 
Mstep: Class 6 contains 46933 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 173249 members 
Mstep: Class 9 contains 5289 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 14 contains 167266 members 
Mstep: Class 16 contains 37279 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 48821 members 
Mstep: Class 20 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853728.000000 Penalty: 37823.148438
Iteration 380F: 18 clusters Score -9.385373e+07 nChanged 0
Entering ConstructFrom: 
Score: -93853728.000000 Penalty: 37823.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -364250.343750 Penalty: 1311.674561
	Iteration 0F: 2 clusters Score -364250.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -361348.531250 Penalty: 2623.349121
	Iteration 0F: 3 clusters Score -361348.5 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -362061.718750 Penalty: 2623.349121
	Iteration 1F: 3 clusters Score -362061.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -362202.468750 Penalty: 2623.349121
	Iteration 2F: 3 clusters Score -362202.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -362285.375000 Penalty: 2623.349121
	Iteration 3Q: 3 clusters Score -362285.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -362341.968750 Penalty: 2623.349121
	Iteration 4Q: 3 clusters Score -362342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -362371.656250 Penalty: 2623.349121
	Iteration 5Q: 3 clusters Score -362371.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -362389.718750 Penalty: 2623.349121
	Iteration 6Q: 3 clusters Score -362389.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -362403.468750 Penalty: 2623.349121
	Iteration 7Q: 3 clusters Score -362403.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -362416.031250 Penalty: 2623.349121
	Iteration 8Q: 3 clusters Score -362416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -362427.687500 Penalty: 2623.349121
	Iteration 9Q: 3 clusters Score -362427.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -362442.031250 Penalty: 2623.349121
	Iteration 10Q: 3 clusters Score -362442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -362448.343750 Penalty: 2623.349121
	Iteration 11Q: 3 clusters Score -362448.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -362457.937500 Penalty: 2623.349121
	Iteration 12Q: 3 clusters Score -362457.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -362466.562500 Penalty: 2623.349121
	Iteration 13Q: 3 clusters Score -362466.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -362474.812500 Penalty: 2623.349121
	Iteration 14Q: 3 clusters Score -362474.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -362484.968750 Penalty: 2623.349121
	Iteration 15Q: 3 clusters Score -362485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -362491.906250 Penalty: 2623.349121
	Iteration 16Q: 3 clusters Score -362491.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -362501.718750 Penalty: 2623.349121
	Iteration 17Q: 3 clusters Score -362501.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -362509.187500 Penalty: 2623.349121
	Iteration 18Q: 3 clusters Score -362509.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -362517.906250 Penalty: 2623.349121
	Iteration 19Q: 3 clusters Score -362517.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -362522.937500 Penalty: 2623.349121
	Iteration 20F: 3 clusters Score -362522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -362525.156250 Penalty: 2623.349121
	Iteration 21Q: 3 clusters Score -362525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -362527.656250 Penalty: 2623.349121
	Iteration 22Q: 3 clusters Score -362527.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -362532.031250 Penalty: 2623.349121
	Iteration 23Q: 3 clusters Score -362532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -362534.093750 Penalty: 2623.349121
	Iteration 24Q: 3 clusters Score -362534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -362536.343750 Penalty: 2623.349121
	Iteration 25Q: 3 clusters Score -362536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -362537.156250 Penalty: 2623.349121
	Iteration 26Q: 3 clusters Score -362537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -362538.906250 Penalty: 2623.349121
	Iteration 27Q: 3 clusters Score -362538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -362539.937500 Penalty: 2623.349121
	Iteration 28Q: 3 clusters Score -362539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -362541.281250 Penalty: 2623.349121
	Iteration 29Q: 3 clusters Score -362541.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -362542.906250 Penalty: 2623.349121
	Iteration 30Q: 3 clusters Score -362542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -362545.031250 Penalty: 2623.349121
	Iteration 31Q: 3 clusters Score -362545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -362547.718750 Penalty: 2623.349121
	Iteration 32Q: 3 clusters Score -362547.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -362551.281250 Penalty: 2623.349121
	Iteration 33Q: 3 clusters Score -362551.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -362556.468750 Penalty: 2623.349121
	Iteration 34Q: 3 clusters Score -362556.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -362562.375000 Penalty: 2623.349121
	Iteration 35Q: 3 clusters Score -362562.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -362568.531250 Penalty: 2623.349121
	Iteration 36Q: 3 clusters Score -362568.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -362576.968750 Penalty: 2623.349121
	Iteration 37Q: 3 clusters Score -362577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -362582.687500 Penalty: 2623.349121
	Iteration 38Q: 3 clusters Score -362582.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -362587.562500 Penalty: 2623.349121
	Iteration 39Q: 3 clusters Score -362587.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -362595.000000 Penalty: 2623.349121
	Iteration 40F: 3 clusters Score -362595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -362602.406250 Penalty: 2623.349121
	Iteration 41Q: 3 clusters Score -362602.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -362612.500000 Penalty: 2623.349121
	Iteration 42Q: 3 clusters Score -362612.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -362622.250000 Penalty: 2623.349121
	Iteration 43Q: 3 clusters Score -362622.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -362636.000000 Penalty: 2623.349121
	Iteration 44Q: 3 clusters Score -362636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -362660.343750 Penalty: 2623.349121
	Iteration 45Q: 3 clusters Score -362660.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -362681.031250 Penalty: 2623.349121
	Iteration 46Q: 3 clusters Score -362681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -362707.000000 Penalty: 2623.349121
	Iteration 47Q: 3 clusters Score -362707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -362735.218750 Penalty: 2623.349121
	Iteration 48Q: 3 clusters Score -362735.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -362767.843750 Penalty: 2623.349121
	Iteration 49Q: 3 clusters Score -362767.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -362808.093750 Penalty: 2623.349121
	Iteration 50Q: 3 clusters Score -362808.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -362838.187500 Penalty: 2623.349121
	Iteration 51Q: 3 clusters Score -362838.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -362865.531250 Penalty: 2623.349121
	Iteration 52Q: 3 clusters Score -362865.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -362890.593750 Penalty: 2623.349121
	Iteration 53Q: 3 clusters Score -362890.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -362911.000000 Penalty: 2623.349121
	Iteration 54Q: 3 clusters Score -362911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -362922.312500 Penalty: 2623.349121
	Iteration 55Q: 3 clusters Score -362922.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -362931.156250 Penalty: 2623.349121
	Iteration 56Q: 3 clusters Score -362931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -362943.843750 Penalty: 2623.349121
	Iteration 57Q: 3 clusters Score -362943.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -362955.500000 Penalty: 2623.349121
	Iteration 58Q: 3 clusters Score -362955.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -362964.250000 Penalty: 2623.349121
	Iteration 59Q: 3 clusters Score -362964.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -362974.062500 Penalty: 2623.349121
	Iteration 60F: 3 clusters Score -362974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -362981.281250 Penalty: 2623.349121
	Iteration 61Q: 3 clusters Score -362981.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -362989.625000 Penalty: 2623.349121
	Iteration 62Q: 3 clusters Score -362989.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -363000.875000 Penalty: 2623.349121
	Iteration 63Q: 3 clusters Score -363000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -363011.593750 Penalty: 2623.349121
	Iteration 64Q: 3 clusters Score -363011.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -363015.343750 Penalty: 2623.349121
	Iteration 65Q: 3 clusters Score -363015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -363018.000000 Penalty: 2623.349121
	Iteration 66Q: 3 clusters Score -363018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -363022.437500 Penalty: 2623.349121
	Iteration 67Q: 3 clusters Score -363022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -363026.250000 Penalty: 2623.349121
	Iteration 68Q: 3 clusters Score -363026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -363032.218750 Penalty: 2623.349121
	Iteration 69Q: 3 clusters Score -363032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -363033.750000 Penalty: 2623.349121
	Iteration 70Q: 3 clusters Score -363033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -363035.281250 Penalty: 2623.349121
	Iteration 71Q: 3 clusters Score -363035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -363035.281250 Penalty: 2623.349121
	Iteration 72F: 3 clusters Score -363035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Entering Unmasked Estep 
Score: -7907927.000000 Penalty: 1817.934937
	Iteration 0F: 2 clusters Score -7907927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -7859846.000000 Penalty: 3635.869873
	Iteration 0F: 3 clusters Score -7859846 nChanged 34118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -7879227.500000 Penalty: 3635.869873
	Iteration 1F: 3 clusters Score -7879228 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -7880036.000000 Penalty: 3635.869873
	Iteration 2Q: 3 clusters Score -7880036 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -7881380.500000 Penalty: 3635.869873
	Iteration 3Q: 3 clusters Score -7881380 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -7883513.000000 Penalty: 3635.869873
	Iteration 4F: 3 clusters Score -7883513 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -7887194.500000 Penalty: 3635.869873
	Iteration 5F: 3 clusters Score -7887194 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -7892366.500000 Penalty: 3635.869873
	Iteration 6F: 3 clusters Score -7892366 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -7897680.000000 Penalty: 3635.869873
	Iteration 7F: 3 clusters Score -7897680 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -7901591.000000 Penalty: 3635.869873
	Iteration 8F: 3 clusters Score -7901591 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7903653.000000 Penalty: 3635.869873
	Iteration 9Q: 3 clusters Score -7903653 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -7904691.000000 Penalty: 3635.869873
	Iteration 10Q: 3 clusters Score -7904691 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7905312.500000 Penalty: 3635.869873
	Iteration 11Q: 3 clusters Score -7905312 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -7905628.000000 Penalty: 3635.869873
	Iteration 12Q: 3 clusters Score -7905628 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7905866.000000 Penalty: 3635.869873
	Iteration 13Q: 3 clusters Score -7905866 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7906028.500000 Penalty: 3635.869873
	Iteration 14Q: 3 clusters Score -7906028 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7906147.500000 Penalty: 3635.869873
	Iteration 15Q: 3 clusters Score -7906148 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7906253.000000 Penalty: 3635.869873
	Iteration 16Q: 3 clusters Score -7906253 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7906346.500000 Penalty: 3635.869873
	Iteration 17Q: 3 clusters Score -7906346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7906417.000000 Penalty: 3635.869873
	Iteration 18Q: 3 clusters Score -7906417 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7906470.500000 Penalty: 3635.869873
	Iteration 19Q: 3 clusters Score -7906470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7906494.000000 Penalty: 3635.869873
	Iteration 20F: 3 clusters Score -7906494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7906534.500000 Penalty: 3635.869873
	Iteration 21Q: 3 clusters Score -7906534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70989 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7906565.000000 Penalty: 3635.869873
	Iteration 22Q: 3 clusters Score -7906565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7906594.500000 Penalty: 3635.869873
	Iteration 23Q: 3 clusters Score -7906594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7906614.500000 Penalty: 3635.869873
	Iteration 24Q: 3 clusters Score -7906614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7906631.500000 Penalty: 3635.869873
	Iteration 25Q: 3 clusters Score -7906632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7906641.000000 Penalty: 3635.869873
	Iteration 26Q: 3 clusters Score -7906641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7906644.500000 Penalty: 3635.869873
	Iteration 27Q: 3 clusters Score -7906644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7906646.500000 Penalty: 3635.869873
	Iteration 28Q: 3 clusters Score -7906646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7906646.500000 Penalty: 3635.869873
	Iteration 29Q: 3 clusters Score -7906646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7906643.500000 Penalty: 3635.869873
	Iteration 30Q: 3 clusters Score -7906644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71191 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7906641.500000 Penalty: 3635.869873
	Iteration 31Q: 3 clusters Score -7906642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7906648.000000 Penalty: 3635.869873
	Iteration 32Q: 3 clusters Score -7906648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7906645.500000 Penalty: 3635.869873
	Iteration 33Q: 3 clusters Score -7906646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7906656.000000 Penalty: 3635.869873
	Iteration 34Q: 3 clusters Score -7906656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7906650.500000 Penalty: 3635.869873
	Iteration 35Q: 3 clusters Score -7906650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7906658.500000 Penalty: 3635.869873
	Iteration 36Q: 3 clusters Score -7906658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7906656.500000 Penalty: 3635.869873
	Iteration 37Q: 3 clusters Score -7906656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7906662.500000 Penalty: 3635.869873
	Iteration 38Q: 3 clusters Score -7906662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7906666.000000 Penalty: 3635.869873
	Iteration 39Q: 3 clusters Score -7906666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7906664.500000 Penalty: 3635.869873
	Iteration 40F: 3 clusters Score -7906664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7906664.500000 Penalty: 3635.869873
	Iteration 41Q: 3 clusters Score -7906664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7906662.000000 Penalty: 3635.869873
	Iteration 42Q: 3 clusters Score -7906662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7906661.500000 Penalty: 3635.869873
	Iteration 43Q: 3 clusters Score -7906662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7906661.000000 Penalty: 3635.869873
	Iteration 44Q: 3 clusters Score -7906661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7906661.000000 Penalty: 3635.869873
	Iteration 45Q: 3 clusters Score -7906661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7906661.500000 Penalty: 3635.869873
	Iteration 46Q: 3 clusters Score -7906662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7906666.500000 Penalty: 3635.869873
	Iteration 47Q: 3 clusters Score -7906666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7906669.500000 Penalty: 3635.869873
	Iteration 48Q: 3 clusters Score -7906670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7906668.000000 Penalty: 3635.869873
	Iteration 49Q: 3 clusters Score -7906668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7906670.500000 Penalty: 3635.869873
	Iteration 50Q: 3 clusters Score -7906670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7906675.000000 Penalty: 3635.869873
	Iteration 51Q: 3 clusters Score -7906675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7906675.000000 Penalty: 3635.869873
	Iteration 52F: 3 clusters Score -7906675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (176945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176945 members 
Entering Unmasked Estep 
Score: -19178276.000000 Penalty: 1963.584106
	Iteration 0F: 2 clusters Score -1.917828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -19063446.000000 Penalty: 3927.168213
	Iteration 0F: 3 clusters Score -1.906345e+07 nChanged 85709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 88926 members 
Entering Unmasked Estep 
Score: -19115358.000000 Penalty: 3927.168213
	Iteration 1F: 3 clusters Score -1.911536e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -19117836.000000 Penalty: 3927.168213
	Iteration 2Q: 3 clusters Score -1.911784e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -19121844.000000 Penalty: 3927.168213
	Iteration 3Q: 3 clusters Score -1.912184e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 87682 members 
Entering Unmasked Estep 
Score: -19127730.000000 Penalty: 3927.168213
	Iteration 4F: 3 clusters Score -1.912773e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -19136490.000000 Penalty: 3927.168213
	Iteration 5F: 3 clusters Score -1.913649e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -19146372.000000 Penalty: 3927.168213
	Iteration 6F: 3 clusters Score -1.914637e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -19152930.000000 Penalty: 3927.168213
	Iteration 7F: 3 clusters Score -1.915293e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -19155696.000000 Penalty: 3927.168213
	Iteration 8Q: 3 clusters Score -1.91557e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95268 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -19156470.000000 Penalty: 3927.168213
	Iteration 9Q: 3 clusters Score -1.915647e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -19157020.000000 Penalty: 3927.168213
	Iteration 10Q: 3 clusters Score -1.915702e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 80818 members 
Entering Unmasked Estep 
Score: -19157334.000000 Penalty: 3927.168213
	Iteration 11Q: 3 clusters Score -1.915733e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 80404 members 
Entering Unmasked Estep 
Score: -19157626.000000 Penalty: 3927.168213
	Iteration 12Q: 3 clusters Score -1.915763e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 80017 members 
Entering Unmasked Estep 
Score: -19157758.000000 Penalty: 3927.168213
	Iteration 13Q: 3 clusters Score -1.915776e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -19158172.000000 Penalty: 3927.168213
	Iteration 14Q: 3 clusters Score -1.915817e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -19158370.000000 Penalty: 3927.168213
	Iteration 15Q: 3 clusters Score -1.915837e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -19158654.000000 Penalty: 3927.168213
	Iteration 16Q: 3 clusters Score -1.915865e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -19159038.000000 Penalty: 3927.168213
	Iteration 17Q: 3 clusters Score -1.915904e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -19159544.000000 Penalty: 3927.168213
	Iteration 18Q: 3 clusters Score -1.915954e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98668 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -19159916.000000 Penalty: 3927.168213
	Iteration 19Q: 3 clusters Score -1.915992e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98876 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -19160182.000000 Penalty: 3927.168213
	Iteration 20F: 3 clusters Score -1.916018e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -19160364.000000 Penalty: 3927.168213
	Iteration 21Q: 3 clusters Score -1.916036e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -19160680.000000 Penalty: 3927.168213
	Iteration 22Q: 3 clusters Score -1.916068e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99312 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -19160906.000000 Penalty: 3927.168213
	Iteration 23Q: 3 clusters Score -1.916091e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99350 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -19161124.000000 Penalty: 3927.168213
	Iteration 24Q: 3 clusters Score -1.916112e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -19161240.000000 Penalty: 3927.168213
	Iteration 25Q: 3 clusters Score -1.916124e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -19161408.000000 Penalty: 3927.168213
	Iteration 26Q: 3 clusters Score -1.916141e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -19161530.000000 Penalty: 3927.168213
	Iteration 27Q: 3 clusters Score -1.916153e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -19161614.000000 Penalty: 3927.168213
	Iteration 28Q: 3 clusters Score -1.916161e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -19161702.000000 Penalty: 3927.168213
	Iteration 29Q: 3 clusters Score -1.91617e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -19161818.000000 Penalty: 3927.168213
	Iteration 30Q: 3 clusters Score -1.916182e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -19161814.000000 Penalty: 3927.168213
	Iteration 31Q: 3 clusters Score -1.916181e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -19161846.000000 Penalty: 3927.168213
	Iteration 32Q: 3 clusters Score -1.916185e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -19161840.000000 Penalty: 3927.168213
	Iteration 33Q: 3 clusters Score -1.916184e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -19161912.000000 Penalty: 3927.168213
	Iteration 34Q: 3 clusters Score -1.916191e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -19161946.000000 Penalty: 3927.168213
	Iteration 35Q: 3 clusters Score -1.916195e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -19162028.000000 Penalty: 3927.168213
	Iteration 36Q: 3 clusters Score -1.916203e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -19162020.000000 Penalty: 3927.168213
	Iteration 37Q: 3 clusters Score -1.916202e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97704 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -19161978.000000 Penalty: 3927.168213
	Iteration 38Q: 3 clusters Score -1.916198e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -19161994.000000 Penalty: 3927.168213
	Iteration 39Q: 3 clusters Score -1.916199e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -19162008.000000 Penalty: 3927.168213
	Iteration 40F: 3 clusters Score -1.916201e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 79782 members 
Entering Unmasked Estep 
Score: -19161996.000000 Penalty: 3927.168213
	Iteration 41Q: 3 clusters Score -1.9162e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -19161976.000000 Penalty: 3927.168213
	Iteration 42Q: 3 clusters Score -1.916198e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -19161932.000000 Penalty: 3927.168213
	Iteration 43Q: 3 clusters Score -1.916193e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -19161890.000000 Penalty: 3927.168213
	Iteration 44Q: 3 clusters Score -1.916189e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -19161866.000000 Penalty: 3927.168213
	Iteration 45Q: 3 clusters Score -1.916187e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -19161832.000000 Penalty: 3927.168213
	Iteration 46Q: 3 clusters Score -1.916183e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -19161852.000000 Penalty: 3927.168213
	Iteration 47Q: 3 clusters Score -1.916185e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -19161844.000000 Penalty: 3927.168213
	Iteration 48Q: 3 clusters Score -1.916184e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -19161836.000000 Penalty: 3927.168213
	Iteration 49Q: 3 clusters Score -1.916184e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -19161826.000000 Penalty: 3927.168213
	Iteration 50Q: 3 clusters Score -1.916183e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95286 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -19161822.000000 Penalty: 3927.168213
	Iteration 51Q: 3 clusters Score -1.916182e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -19161828.000000 Penalty: 3927.168213
	Iteration 52Q: 3 clusters Score -1.916183e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -19161872.000000 Penalty: 3927.168213
	Iteration 53Q: 3 clusters Score -1.916187e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -19161868.000000 Penalty: 3927.168213
	Iteration 54Q: 3 clusters Score -1.916187e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -19161846.000000 Penalty: 3927.168213
	Iteration 55Q: 3 clusters Score -1.916185e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -19161856.000000 Penalty: 3927.168213
	Iteration 56Q: 3 clusters Score -1.916186e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -19161878.000000 Penalty: 3927.168213
	Iteration 57Q: 3 clusters Score -1.916188e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -19161846.000000 Penalty: 3927.168213
	Iteration 58Q: 3 clusters Score -1.916185e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -19161840.000000 Penalty: 3927.168213
	Iteration 59Q: 3 clusters Score -1.916184e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -19161848.000000 Penalty: 3927.168213
	Iteration 60F: 3 clusters Score -1.916185e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -19161866.000000 Penalty: 3927.168213
	Iteration 61Q: 3 clusters Score -1.916187e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93098 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -19161868.000000 Penalty: 3927.168213
	Iteration 62Q: 3 clusters Score -1.916187e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92939 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -19161836.000000 Penalty: 3927.168213
	Iteration 63Q: 3 clusters Score -1.916184e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -19161844.000000 Penalty: 3927.168213
	Iteration 64Q: 3 clusters Score -1.916184e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -19161864.000000 Penalty: 3927.168213
	Iteration 65Q: 3 clusters Score -1.916186e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -19161872.000000 Penalty: 3927.168213
	Iteration 66Q: 3 clusters Score -1.916187e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92403 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -19161870.000000 Penalty: 3927.168213
	Iteration 67Q: 3 clusters Score -1.916187e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -19161830.000000 Penalty: 3927.168213
	Iteration 68Q: 3 clusters Score -1.916183e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -19161808.000000 Penalty: 3927.168213
	Iteration 69Q: 3 clusters Score -1.916181e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92075 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -19161824.000000 Penalty: 3927.168213
	Iteration 70Q: 3 clusters Score -1.916182e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -19161814.000000 Penalty: 3927.168213
	Iteration 71Q: 3 clusters Score -1.916181e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -19161802.000000 Penalty: 3927.168213
	Iteration 72Q: 3 clusters Score -1.91618e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -19161788.000000 Penalty: 3927.168213
	Iteration 73Q: 3 clusters Score -1.916179e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -19161828.000000 Penalty: 3927.168213
	Iteration 74Q: 3 clusters Score -1.916183e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -19161840.000000 Penalty: 3927.168213
	Iteration 75Q: 3 clusters Score -1.916184e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -19161820.000000 Penalty: 3927.168213
	Iteration 76Q: 3 clusters Score -1.916182e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -19161790.000000 Penalty: 3927.168213
	Iteration 77Q: 3 clusters Score -1.916179e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 85780 members 
Entering Unmasked Estep 
Score: -19161796.000000 Penalty: 3927.168213
	Iteration 78Q: 3 clusters Score -1.91618e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -19161776.000000 Penalty: 3927.168213
	Iteration 79Q: 3 clusters Score -1.916178e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -19161794.000000 Penalty: 3927.168213
	Iteration 80F: 3 clusters Score -1.916179e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -19161786.000000 Penalty: 3927.168213
	Iteration 81Q: 3 clusters Score -1.916179e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -19161794.000000 Penalty: 3927.168213
	Iteration 82Q: 3 clusters Score -1.916179e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 86170 members 
Entering Unmasked Estep 
Score: -19161796.000000 Penalty: 3927.168213
	Iteration 83Q: 3 clusters Score -1.91618e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -19161812.000000 Penalty: 3927.168213
	Iteration 84Q: 3 clusters Score -1.916181e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -19161790.000000 Penalty: 3927.168213
	Iteration 85Q: 3 clusters Score -1.916179e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 86362 members 
Entering Unmasked Estep 
Score: -19161790.000000 Penalty: 3927.168213
	Iteration 86Q: 3 clusters Score -1.916179e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -19161796.000000 Penalty: 3927.168213
	Iteration 87Q: 3 clusters Score -1.91618e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -19161782.000000 Penalty: 3927.168213
	Iteration 88Q: 3 clusters Score -1.916178e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -19161760.000000 Penalty: 3927.168213
	Iteration 89Q: 3 clusters Score -1.916176e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90286 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -19161754.000000 Penalty: 3927.168213
	Iteration 90Q: 3 clusters Score -1.916175e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -19161732.000000 Penalty: 3927.168213
	Iteration 91Q: 3 clusters Score -1.916173e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -19161758.000000 Penalty: 3927.168213
	Iteration 92Q: 3 clusters Score -1.916176e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -19161766.000000 Penalty: 3927.168213
	Iteration 93Q: 3 clusters Score -1.916177e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -19161778.000000 Penalty: 3927.168213
	Iteration 94Q: 3 clusters Score -1.916178e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -19161776.000000 Penalty: 3927.168213
	Iteration 95Q: 3 clusters Score -1.916178e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -19161754.000000 Penalty: 3927.168213
	Iteration 96Q: 3 clusters Score -1.916175e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -19161762.000000 Penalty: 3927.168213
	Iteration 97Q: 3 clusters Score -1.916176e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -19161758.000000 Penalty: 3927.168213
	Iteration 98Q: 3 clusters Score -1.916176e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -19161740.000000 Penalty: 3927.168213
	Iteration 99Q: 3 clusters Score -1.916174e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -19161738.000000 Penalty: 3927.168213
	Iteration 100F: 3 clusters Score -1.916174e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 87367 members 
Entering Unmasked Estep 
Score: -19161726.000000 Penalty: 3927.168213
	Iteration 101Q: 3 clusters Score -1.916173e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89510 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -19161744.000000 Penalty: 3927.168213
	Iteration 102Q: 3 clusters Score -1.916174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89444 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -19161738.000000 Penalty: 3927.168213
	Iteration 103Q: 3 clusters Score -1.916174e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -19161708.000000 Penalty: 3927.168213
	Iteration 104Q: 3 clusters Score -1.916171e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -19161734.000000 Penalty: 3927.168213
	Iteration 105Q: 3 clusters Score -1.916173e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -19161700.000000 Penalty: 3927.168213
	Iteration 106Q: 3 clusters Score -1.91617e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -19161702.000000 Penalty: 3927.168213
	Iteration 107Q: 3 clusters Score -1.91617e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -19161688.000000 Penalty: 3927.168213
	Iteration 108Q: 3 clusters Score -1.916169e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -19161698.000000 Penalty: 3927.168213
	Iteration 109Q: 3 clusters Score -1.91617e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -19161716.000000 Penalty: 3927.168213
	Iteration 110Q: 3 clusters Score -1.916172e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 88103 members 
Entering Unmasked Estep 
Score: -19161730.000000 Penalty: 3927.168213
	Iteration 111Q: 3 clusters Score -1.916173e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -19161732.000000 Penalty: 3927.168213
	Iteration 112Q: 3 clusters Score -1.916173e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -19161744.000000 Penalty: 3927.168213
	Iteration 113Q: 3 clusters Score -1.916174e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -19161748.000000 Penalty: 3927.168213
	Iteration 114Q: 3 clusters Score -1.916175e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -19161764.000000 Penalty: 3927.168213
	Iteration 115Q: 3 clusters Score -1.916176e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -19161752.000000 Penalty: 3927.168213
	Iteration 116Q: 3 clusters Score -1.916175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 88484 members 
Entering Unmasked Estep 
Score: -19161742.000000 Penalty: 3927.168213
	Iteration 117Q: 3 clusters Score -1.916174e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -19161742.000000 Penalty: 3927.168213
	Iteration 118Q: 3 clusters Score -1.916174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -19161754.000000 Penalty: 3927.168213
	Iteration 119Q: 3 clusters Score -1.916175e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88361 members 
Mstep: Class 2 contains 88584 members 
Entering Unmasked Estep 
Score: -19161762.000000 Penalty: 3927.168213
	Iteration 120F: 3 clusters Score -1.916176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88326 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -19161782.000000 Penalty: 3927.168213
	Iteration 121Q: 3 clusters Score -1.916178e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -19161794.000000 Penalty: 3927.168213
	Iteration 122Q: 3 clusters Score -1.916179e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 88677 members 
Entering Unmasked Estep 
Score: -19161778.000000 Penalty: 3927.168213
	Iteration 123Q: 3 clusters Score -1.916178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -19161758.000000 Penalty: 3927.168213
	Iteration 124Q: 3 clusters Score -1.916176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 88721 members 
Entering Unmasked Estep 
Score: -19161770.000000 Penalty: 3927.168213
	Iteration 125Q: 3 clusters Score -1.916177e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -19161766.000000 Penalty: 3927.168213
	Iteration 126Q: 3 clusters Score -1.916177e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88178 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -19161762.000000 Penalty: 3927.168213
	Iteration 127Q: 3 clusters Score -1.916176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -19161734.000000 Penalty: 3927.168213
	Iteration 128Q: 3 clusters Score -1.916173e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -19161742.000000 Penalty: 3927.168213
	Iteration 129Q: 3 clusters Score -1.916174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -19161738.000000 Penalty: 3927.168213
	Iteration 130Q: 3 clusters Score -1.916174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -19161750.000000 Penalty: 3927.168213
	Iteration 131Q: 3 clusters Score -1.916175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -19161742.000000 Penalty: 3927.168213
	Iteration 132Q: 3 clusters Score -1.916174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -19161730.000000 Penalty: 3927.168213
	Iteration 133Q: 3 clusters Score -1.916173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -19161738.000000 Penalty: 3927.168213
	Iteration 134Q: 3 clusters Score -1.916174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -19161730.000000 Penalty: 3927.168213
	Iteration 135Q: 3 clusters Score -1.916173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -19161730.000000 Penalty: 3927.168213
	Iteration 136Q: 3 clusters Score -1.916173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -19161730.000000 Penalty: 3927.168213
	Iteration 137Q: 3 clusters Score -1.916173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -19161730.000000 Penalty: 3927.168213
	Iteration 138F: 3 clusters Score -1.916173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Entering Unmasked Estep 
Score: -4347525.500000 Penalty: 1725.318359
	Iteration 0F: 2 clusters Score -4347526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4320355.000000 Penalty: 3450.636719
	Iteration 0F: 3 clusters Score -4320355 nChanged 18970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4330911.500000 Penalty: 3450.636719
	Iteration 1F: 3 clusters Score -4330912 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4331429.500000 Penalty: 3450.636719
	Iteration 2Q: 3 clusters Score -4331430 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4332159.000000 Penalty: 3450.636719
	Iteration 3Q: 3 clusters Score -4332159 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -4333294.000000 Penalty: 3450.636719
	Iteration 4F: 3 clusters Score -4333294 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -4335328.000000 Penalty: 3450.636719
	Iteration 5F: 3 clusters Score -4335328 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -4338241.000000 Penalty: 3450.636719
	Iteration 6F: 3 clusters Score -4338241 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4341424.000000 Penalty: 3450.636719
	Iteration 7F: 3 clusters Score -4341424 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4343861.000000 Penalty: 3450.636719
	Iteration 8F: 3 clusters Score -4343861 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4345204.000000 Penalty: 3450.636719
	Iteration 9Q: 3 clusters Score -4345204 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4345821.500000 Penalty: 3450.636719
	Iteration 10Q: 3 clusters Score -4345822 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4346059.000000 Penalty: 3450.636719
	Iteration 11Q: 3 clusters Score -4346059 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4346207.000000 Penalty: 3450.636719
	Iteration 12Q: 3 clusters Score -4346207 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4346283.500000 Penalty: 3450.636719
	Iteration 13Q: 3 clusters Score -4346284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4346327.500000 Penalty: 3450.636719
	Iteration 14Q: 3 clusters Score -4346328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4346349.000000 Penalty: 3450.636719
	Iteration 15Q: 3 clusters Score -4346349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4346368.500000 Penalty: 3450.636719
	Iteration 16Q: 3 clusters Score -4346368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4346389.000000 Penalty: 3450.636719
	Iteration 17Q: 3 clusters Score -4346389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4346403.500000 Penalty: 3450.636719
	Iteration 18Q: 3 clusters Score -4346404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4346410.000000 Penalty: 3450.636719
	Iteration 19Q: 3 clusters Score -4346410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4346409.000000 Penalty: 3450.636719
	Iteration 20F: 3 clusters Score -4346409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4346405.000000 Penalty: 3450.636719
	Iteration 21Q: 3 clusters Score -4346405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4346410.000000 Penalty: 3450.636719
	Iteration 22Q: 3 clusters Score -4346410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4346413.500000 Penalty: 3450.636719
	Iteration 23Q: 3 clusters Score -4346414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4346416.500000 Penalty: 3450.636719
	Iteration 24Q: 3 clusters Score -4346416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4346415.000000 Penalty: 3450.636719
	Iteration 25Q: 3 clusters Score -4346415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4346414.000000 Penalty: 3450.636719
	Iteration 26Q: 3 clusters Score -4346414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4346416.500000 Penalty: 3450.636719
	Iteration 27Q: 3 clusters Score -4346416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4346419.500000 Penalty: 3450.636719
	Iteration 28Q: 3 clusters Score -4346420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4346422.500000 Penalty: 3450.636719
	Iteration 29Q: 3 clusters Score -4346422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4346418.000000 Penalty: 3450.636719
	Iteration 30Q: 3 clusters Score -4346418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4346417.500000 Penalty: 3450.636719
	Iteration 31Q: 3 clusters Score -4346418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4346421.000000 Penalty: 3450.636719
	Iteration 32Q: 3 clusters Score -4346421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4346421.500000 Penalty: 3450.636719
	Iteration 33Q: 3 clusters Score -4346422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4346421.500000 Penalty: 3450.636719
	Iteration 34Q: 3 clusters Score -4346422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4346421.500000 Penalty: 3450.636719
	Iteration 35F: 3 clusters Score -4346422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Entering Unmasked Estep 
Score: -7170756.000000 Penalty: 1802.200073
	Iteration 0F: 2 clusters Score -7170756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -7127008.500000 Penalty: 3604.400146
	Iteration 0F: 3 clusters Score -7127008 nChanged 30997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -7144455.000000 Penalty: 3604.400146
	Iteration 1F: 3 clusters Score -7144455 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -7145036.500000 Penalty: 3604.400146
	Iteration 2Q: 3 clusters Score -7145036 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -7145725.500000 Penalty: 3604.400146
	Iteration 3Q: 3 clusters Score -7145726 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -7146513.500000 Penalty: 3604.400146
	Iteration 4Q: 3 clusters Score -7146514 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -7147479.000000 Penalty: 3604.400146
	Iteration 5Q: 3 clusters Score -7147479 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -7148670.500000 Penalty: 3604.400146
	Iteration 6Q: 3 clusters Score -7148670 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -7150137.000000 Penalty: 3604.400146
	Iteration 7Q: 3 clusters Score -7150137 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -7151944.500000 Penalty: 3604.400146
	Iteration 8F: 3 clusters Score -7151944 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -7154028.500000 Penalty: 3604.400146
	Iteration 9F: 3 clusters Score -7154028 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -7156372.000000 Penalty: 3604.400146
	Iteration 10F: 3 clusters Score -7156372 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -7158835.500000 Penalty: 3604.400146
	Iteration 11F: 3 clusters Score -7158836 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -7161173.000000 Penalty: 3604.400146
	Iteration 12Q: 3 clusters Score -7161173 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -7162785.500000 Penalty: 3604.400146
	Iteration 13Q: 3 clusters Score -7162786 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -7163625.000000 Penalty: 3604.400146
	Iteration 14Q: 3 clusters Score -7163625 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -7164184.000000 Penalty: 3604.400146
	Iteration 15Q: 3 clusters Score -7164184 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7164631.500000 Penalty: 3604.400146
	Iteration 16Q: 3 clusters Score -7164632 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -7165064.500000 Penalty: 3604.400146
	Iteration 17Q: 3 clusters Score -7165064 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -7165503.000000 Penalty: 3604.400146
	Iteration 18Q: 3 clusters Score -7165503 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -7165886.000000 Penalty: 3604.400146
	Iteration 19Q: 3 clusters Score -7165886 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -7166341.500000 Penalty: 3604.400146
	Iteration 20F: 3 clusters Score -7166342 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -7166759.500000 Penalty: 3604.400146
	Iteration 21Q: 3 clusters Score -7166760 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -7167092.000000 Penalty: 3604.400146
	Iteration 22Q: 3 clusters Score -7167092 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -7167373.000000 Penalty: 3604.400146
	Iteration 23Q: 3 clusters Score -7167373 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -7167620.000000 Penalty: 3604.400146
	Iteration 24Q: 3 clusters Score -7167620 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -7167852.500000 Penalty: 3604.400146
	Iteration 25Q: 3 clusters Score -7167852 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -7168029.500000 Penalty: 3604.400146
	Iteration 26Q: 3 clusters Score -7168030 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7168166.000000 Penalty: 3604.400146
	Iteration 27Q: 3 clusters Score -7168166 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -7168250.000000 Penalty: 3604.400146
	Iteration 28Q: 3 clusters Score -7168250 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -7168362.000000 Penalty: 3604.400146
	Iteration 29Q: 3 clusters Score -7168362 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -7168401.000000 Penalty: 3604.400146
	Iteration 30Q: 3 clusters Score -7168401 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -7168438.500000 Penalty: 3604.400146
	Iteration 31Q: 3 clusters Score -7168438 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7168472.500000 Penalty: 3604.400146
	Iteration 32Q: 3 clusters Score -7168472 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7168536.000000 Penalty: 3604.400146
	Iteration 33Q: 3 clusters Score -7168536 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -7168576.000000 Penalty: 3604.400146
	Iteration 34Q: 3 clusters Score -7168576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7168637.500000 Penalty: 3604.400146
	Iteration 35Q: 3 clusters Score -7168638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7168680.500000 Penalty: 3604.400146
	Iteration 36Q: 3 clusters Score -7168680 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7168702.500000 Penalty: 3604.400146
	Iteration 37Q: 3 clusters Score -7168702 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7168746.000000 Penalty: 3604.400146
	Iteration 38Q: 3 clusters Score -7168746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7168787.500000 Penalty: 3604.400146
	Iteration 39Q: 3 clusters Score -7168788 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7168827.000000 Penalty: 3604.400146
	Iteration 40F: 3 clusters Score -7168827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7168861.500000 Penalty: 3604.400146
	Iteration 41Q: 3 clusters Score -7168862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7168884.000000 Penalty: 3604.400146
	Iteration 42Q: 3 clusters Score -7168884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7168921.000000 Penalty: 3604.400146
	Iteration 43Q: 3 clusters Score -7168921 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7168946.500000 Penalty: 3604.400146
	Iteration 44Q: 3 clusters Score -7168946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7168971.500000 Penalty: 3604.400146
	Iteration 45Q: 3 clusters Score -7168972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7168995.000000 Penalty: 3604.400146
	Iteration 46Q: 3 clusters Score -7168995 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7169031.500000 Penalty: 3604.400146
	Iteration 47Q: 3 clusters Score -7169032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7169063.500000 Penalty: 3604.400146
	Iteration 48Q: 3 clusters Score -7169064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7169095.500000 Penalty: 3604.400146
	Iteration 49Q: 3 clusters Score -7169096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7169127.500000 Penalty: 3604.400146
	Iteration 50Q: 3 clusters Score -7169128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7169142.500000 Penalty: 3604.400146
	Iteration 51Q: 3 clusters Score -7169142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7169159.500000 Penalty: 3604.400146
	Iteration 52Q: 3 clusters Score -7169160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7169177.000000 Penalty: 3604.400146
	Iteration 53Q: 3 clusters Score -7169177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7169185.000000 Penalty: 3604.400146
	Iteration 54Q: 3 clusters Score -7169185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7169184.000000 Penalty: 3604.400146
	Iteration 55Q: 3 clusters Score -7169184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7169192.000000 Penalty: 3604.400146
	Iteration 56Q: 3 clusters Score -7169192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7169189.000000 Penalty: 3604.400146
	Iteration 57Q: 3 clusters Score -7169189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7169196.500000 Penalty: 3604.400146
	Iteration 58Q: 3 clusters Score -7169196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7169202.500000 Penalty: 3604.400146
	Iteration 59Q: 3 clusters Score -7169202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7169211.000000 Penalty: 3604.400146
	Iteration 60F: 3 clusters Score -7169211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7169209.500000 Penalty: 3604.400146
	Iteration 61Q: 3 clusters Score -7169210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7169213.000000 Penalty: 3604.400146
	Iteration 62Q: 3 clusters Score -7169213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7169219.500000 Penalty: 3604.400146
	Iteration 63Q: 3 clusters Score -7169220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7169217.000000 Penalty: 3604.400146
	Iteration 64Q: 3 clusters Score -7169217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7169226.500000 Penalty: 3604.400146
	Iteration 65Q: 3 clusters Score -7169226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7169230.500000 Penalty: 3604.400146
	Iteration 66Q: 3 clusters Score -7169230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7169239.500000 Penalty: 3604.400146
	Iteration 67Q: 3 clusters Score -7169240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7169235.500000 Penalty: 3604.400146
	Iteration 68Q: 3 clusters Score -7169236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7169239.000000 Penalty: 3604.400146
	Iteration 69Q: 3 clusters Score -7169239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7169246.500000 Penalty: 3604.400146
	Iteration 70Q: 3 clusters Score -7169246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7169247.500000 Penalty: 3604.400146
	Iteration 71Q: 3 clusters Score -7169248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7169243.000000 Penalty: 3604.400146
	Iteration 72Q: 3 clusters Score -7169243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7169245.000000 Penalty: 3604.400146
	Iteration 73Q: 3 clusters Score -7169245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7169248.000000 Penalty: 3604.400146
	Iteration 74Q: 3 clusters Score -7169248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7169249.000000 Penalty: 3604.400146
	Iteration 75Q: 3 clusters Score -7169249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7169248.500000 Penalty: 3604.400146
	Iteration 76Q: 3 clusters Score -7169248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7169251.500000 Penalty: 3604.400146
	Iteration 77Q: 3 clusters Score -7169252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7169255.500000 Penalty: 3604.400146
	Iteration 78Q: 3 clusters Score -7169256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7169258.000000 Penalty: 3604.400146
	Iteration 79Q: 3 clusters Score -7169258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7169253.500000 Penalty: 3604.400146
	Iteration 80F: 3 clusters Score -7169254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7169267.500000 Penalty: 3604.400146
	Iteration 81Q: 3 clusters Score -7169268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7169266.000000 Penalty: 3604.400146
	Iteration 82Q: 3 clusters Score -7169266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7169270.000000 Penalty: 3604.400146
	Iteration 83Q: 3 clusters Score -7169270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7169274.000000 Penalty: 3604.400146
	Iteration 84Q: 3 clusters Score -7169274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7169283.500000 Penalty: 3604.400146
	Iteration 85Q: 3 clusters Score -7169284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7169279.000000 Penalty: 3604.400146
	Iteration 86Q: 3 clusters Score -7169279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7169281.500000 Penalty: 3604.400146
	Iteration 87Q: 3 clusters Score -7169282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7169291.000000 Penalty: 3604.400146
	Iteration 88Q: 3 clusters Score -7169291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7169286.000000 Penalty: 3604.400146
	Iteration 89Q: 3 clusters Score -7169286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7169281.500000 Penalty: 3604.400146
	Iteration 90Q: 3 clusters Score -7169282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7169294.000000 Penalty: 3604.400146
	Iteration 91Q: 3 clusters Score -7169294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7169296.500000 Penalty: 3604.400146
	Iteration 92Q: 3 clusters Score -7169296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7169297.000000 Penalty: 3604.400146
	Iteration 93Q: 3 clusters Score -7169297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7169300.500000 Penalty: 3604.400146
	Iteration 94Q: 3 clusters Score -7169300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7169299.000000 Penalty: 3604.400146
	Iteration 95Q: 3 clusters Score -7169299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7169297.000000 Penalty: 3604.400146
	Iteration 96Q: 3 clusters Score -7169297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7169295.500000 Penalty: 3604.400146
	Iteration 97Q: 3 clusters Score -7169296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7169294.500000 Penalty: 3604.400146
	Iteration 98Q: 3 clusters Score -7169294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7169295.000000 Penalty: 3604.400146
	Iteration 99Q: 3 clusters Score -7169295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7169295.000000 Penalty: 3604.400146
	Iteration 100F: 3 clusters Score -7169295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Entering Unmasked Estep 
Score: -5158147.500000 Penalty: 1747.927368
	Iteration 0F: 2 clusters Score -5158148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5126643.000000 Penalty: 3495.854736
	Iteration 0F: 3 clusters Score -5126643 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5139226.000000 Penalty: 3495.854736
	Iteration 1F: 3 clusters Score -5139226 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5139663.000000 Penalty: 3495.854736
	Iteration 2Q: 3 clusters Score -5139663 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -5140073.000000 Penalty: 3495.854736
	Iteration 3Q: 3 clusters Score -5140073 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -5140688.000000 Penalty: 3495.854736
	Iteration 4Q: 3 clusters Score -5140688 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -5141578.500000 Penalty: 3495.854736
	Iteration 5Q: 3 clusters Score -5141578 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -5143058.500000 Penalty: 3495.854736
	Iteration 6F: 3 clusters Score -5143058 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -5145367.000000 Penalty: 3495.854736
	Iteration 7F: 3 clusters Score -5145367 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -5148513.000000 Penalty: 3495.854736
	Iteration 8F: 3 clusters Score -5148513 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5151772.000000 Penalty: 3495.854736
	Iteration 9F: 3 clusters Score -5151772 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -5154225.000000 Penalty: 3495.854736
	Iteration 10F: 3 clusters Score -5154225 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -5155554.000000 Penalty: 3495.854736
	Iteration 11Q: 3 clusters Score -5155554 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -5156184.000000 Penalty: 3495.854736
	Iteration 12Q: 3 clusters Score -5156184 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -5156428.500000 Penalty: 3495.854736
	Iteration 13Q: 3 clusters Score -5156428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -5156505.500000 Penalty: 3495.854736
	Iteration 14Q: 3 clusters Score -5156506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -5156537.500000 Penalty: 3495.854736
	Iteration 15Q: 3 clusters Score -5156538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -5156559.000000 Penalty: 3495.854736
	Iteration 16Q: 3 clusters Score -5156559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5156570.500000 Penalty: 3495.854736
	Iteration 17Q: 3 clusters Score -5156570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -5156580.000000 Penalty: 3495.854736
	Iteration 18Q: 3 clusters Score -5156580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -5156584.500000 Penalty: 3495.854736
	Iteration 19Q: 3 clusters Score -5156584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -5156584.500000 Penalty: 3495.854736
	Iteration 20F: 3 clusters Score -5156584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -70570.382812 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -70570.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69362.859375 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -69362.86 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69526.539062 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -69526.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69581.445312 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -69581.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69601.843750 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -69601.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69615.976562 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -69615.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69628.640625 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -69628.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69631.546875 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -69631.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69633.578125 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -69633.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69633.578125 Penalty: 2123.481201
	Iteration 8F: 3 clusters Score -69633.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (173249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173249 members 
Entering Unmasked Estep 
Score: -18753138.000000 Penalty: 1960.153809
	Iteration 0F: 2 clusters Score -1.875314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86667 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -18637898.000000 Penalty: 3920.307617
	Iteration 0F: 3 clusters Score -1.86379e+07 nChanged 83707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -18687870.000000 Penalty: 3920.307617
	Iteration 1F: 3 clusters Score -1.868787e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -18689000.000000 Penalty: 3920.307617
	Iteration 2Q: 3 clusters Score -1.8689e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -18690734.000000 Penalty: 3920.307617
	Iteration 3Q: 3 clusters Score -1.869073e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -18692942.000000 Penalty: 3920.307617
	Iteration 4Q: 3 clusters Score -1.869294e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102381 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -18696032.000000 Penalty: 3920.307617
	Iteration 5Q: 3 clusters Score -1.869603e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -18701450.000000 Penalty: 3920.307617
	Iteration 6F: 3 clusters Score -1.870145e+07 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122757 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -18710450.000000 Penalty: 3920.307617
	Iteration 7F: 3 clusters Score -1.871045e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136177 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -18722354.000000 Penalty: 3920.307617
	Iteration 8F: 3 clusters Score -1.872235e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147947 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -18733494.000000 Penalty: 3920.307617
	Iteration 9F: 3 clusters Score -1.873349e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155731 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -18740532.000000 Penalty: 3920.307617
	Iteration 10Q: 3 clusters Score -1.874053e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160377 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -18744132.000000 Penalty: 3920.307617
	Iteration 11Q: 3 clusters Score -1.874413e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163536 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -18746434.000000 Penalty: 3920.307617
	Iteration 12Q: 3 clusters Score -1.874643e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -18747790.000000 Penalty: 3920.307617
	Iteration 13Q: 3 clusters Score -1.874779e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167259 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -18748698.000000 Penalty: 3920.307617
	Iteration 14Q: 3 clusters Score -1.87487e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168423 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -18749422.000000 Penalty: 3920.307617
	Iteration 15Q: 3 clusters Score -1.874942e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169352 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -18749962.000000 Penalty: 3920.307617
	Iteration 16Q: 3 clusters Score -1.874996e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170066 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -18750394.000000 Penalty: 3920.307617
	Iteration 17Q: 3 clusters Score -1.875039e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170595 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -18750692.000000 Penalty: 3920.307617
	Iteration 18Q: 3 clusters Score -1.875069e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -18750940.000000 Penalty: 3920.307617
	Iteration 19Q: 3 clusters Score -1.875094e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -18751126.000000 Penalty: 3920.307617
	Iteration 20F: 3 clusters Score -1.875113e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171497 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -18751226.000000 Penalty: 3920.307617
	Iteration 21Q: 3 clusters Score -1.875123e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -18751258.000000 Penalty: 3920.307617
	Iteration 22Q: 3 clusters Score -1.875126e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -18751320.000000 Penalty: 3920.307617
	Iteration 23Q: 3 clusters Score -1.875132e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171875 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -18751374.000000 Penalty: 3920.307617
	Iteration 24Q: 3 clusters Score -1.875137e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171948 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -18751402.000000 Penalty: 3920.307617
	Iteration 25Q: 3 clusters Score -1.87514e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172009 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18751432.000000 Penalty: 3920.307617
	Iteration 26Q: 3 clusters Score -1.875143e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18751420.000000 Penalty: 3920.307617
	Iteration 27Q: 3 clusters Score -1.875142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172106 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -18751422.000000 Penalty: 3920.307617
	Iteration 28Q: 3 clusters Score -1.875142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172132 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -18751418.000000 Penalty: 3920.307617
	Iteration 29Q: 3 clusters Score -1.875142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172154 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18751440.000000 Penalty: 3920.307617
	Iteration 30Q: 3 clusters Score -1.875144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172172 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18751448.000000 Penalty: 3920.307617
	Iteration 31Q: 3 clusters Score -1.875145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172184 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -18751448.000000 Penalty: 3920.307617
	Iteration 32Q: 3 clusters Score -1.875145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172201 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -18751454.000000 Penalty: 3920.307617
	Iteration 33Q: 3 clusters Score -1.875145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172215 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18751484.000000 Penalty: 3920.307617
	Iteration 34Q: 3 clusters Score -1.875148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172231 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18751494.000000 Penalty: 3920.307617
	Iteration 35Q: 3 clusters Score -1.875149e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172253 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -18751480.000000 Penalty: 3920.307617
	Iteration 36Q: 3 clusters Score -1.875148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172274 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -18751488.000000 Penalty: 3920.307617
	Iteration 37Q: 3 clusters Score -1.875149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172289 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18751502.000000 Penalty: 3920.307617
	Iteration 38Q: 3 clusters Score -1.87515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172301 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -18751516.000000 Penalty: 3920.307617
	Iteration 39Q: 3 clusters Score -1.875152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172312 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -18751510.000000 Penalty: 3920.307617
	Iteration 40F: 3 clusters Score -1.875151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172326 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -18751502.000000 Penalty: 3920.307617
	Iteration 41Q: 3 clusters Score -1.87515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172337 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -18751516.000000 Penalty: 3920.307617
	Iteration 42Q: 3 clusters Score -1.875152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -18751524.000000 Penalty: 3920.307617
	Iteration 43Q: 3 clusters Score -1.875152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172355 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -18751528.000000 Penalty: 3920.307617
	Iteration 44Q: 3 clusters Score -1.875153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172363 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -18751530.000000 Penalty: 3920.307617
	Iteration 45Q: 3 clusters Score -1.875153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172369 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -18751536.000000 Penalty: 3920.307617
	Iteration 46Q: 3 clusters Score -1.875154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172375 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -18751528.000000 Penalty: 3920.307617
	Iteration 47Q: 3 clusters Score -1.875153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172380 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -18751522.000000 Penalty: 3920.307617
	Iteration 48Q: 3 clusters Score -1.875152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -18751526.000000 Penalty: 3920.307617
	Iteration 49Q: 3 clusters Score -1.875153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -18751522.000000 Penalty: 3920.307617
	Iteration 50Q: 3 clusters Score -1.875152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172395 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -18751524.000000 Penalty: 3920.307617
	Iteration 51Q: 3 clusters Score -1.875152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172397 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -18751518.000000 Penalty: 3920.307617
	Iteration 52Q: 3 clusters Score -1.875152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172398 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -18751510.000000 Penalty: 3920.307617
	Iteration 53Q: 3 clusters Score -1.875151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172399 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -18751506.000000 Penalty: 3920.307617
	Iteration 54Q: 3 clusters Score -1.875151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172399 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -18751506.000000 Penalty: 3920.307617
	Iteration 55F: 3 clusters Score -1.875151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Entering Unmasked Estep 
Score: -560975.062500 Penalty: 1393.174927
	Iteration 0F: 2 clusters Score -560975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -556774.000000 Penalty: 2786.349854
	Iteration 0F: 3 clusters Score -556774 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -558088.562500 Penalty: 2786.349854
	Iteration 1F: 3 clusters Score -558088.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -558375.687500 Penalty: 2786.349854
	Iteration 2F: 3 clusters Score -558375.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -558643.250000 Penalty: 2786.349854
	Iteration 3F: 3 clusters Score -558643.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -558887.437500 Penalty: 2786.349854
	Iteration 4F: 3 clusters Score -558887.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -559103.437500 Penalty: 2786.349854
	Iteration 5F: 3 clusters Score -559103.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -559302.687500 Penalty: 2786.349854
	Iteration 6Q: 3 clusters Score -559302.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -559510.625000 Penalty: 2786.349854
	Iteration 7Q: 3 clusters Score -559510.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -559712.750000 Penalty: 2786.349854
	Iteration 8Q: 3 clusters Score -559712.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -559871.250000 Penalty: 2786.349854
	Iteration 9Q: 3 clusters Score -559871.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -559977.312500 Penalty: 2786.349854
	Iteration 10Q: 3 clusters Score -559977.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -560047.000000 Penalty: 2786.349854
	Iteration 11Q: 3 clusters Score -560047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -560097.437500 Penalty: 2786.349854
	Iteration 12Q: 3 clusters Score -560097.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -560128.000000 Penalty: 2786.349854
	Iteration 13Q: 3 clusters Score -560128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -560143.625000 Penalty: 2786.349854
	Iteration 14Q: 3 clusters Score -560143.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -560153.562500 Penalty: 2786.349854
	Iteration 15Q: 3 clusters Score -560153.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -560158.375000 Penalty: 2786.349854
	Iteration 16Q: 3 clusters Score -560158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -560163.187500 Penalty: 2786.349854
	Iteration 17Q: 3 clusters Score -560163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -560164.437500 Penalty: 2786.349854
	Iteration 18Q: 3 clusters Score -560164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -560164.312500 Penalty: 2786.349854
	Iteration 19Q: 3 clusters Score -560164.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -560164.312500 Penalty: 2786.349854
	Iteration 20F: 3 clusters Score -560164.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Entering Unmasked Estep 
Score: -3802776.000000 Penalty: 1698.583496
	Iteration 0F: 2 clusters Score -3802776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3779339.750000 Penalty: 3397.166992
	Iteration 0F: 3 clusters Score -3779340 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3788555.500000 Penalty: 3397.166992
	Iteration 1F: 3 clusters Score -3788556 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3789088.750000 Penalty: 3397.166992
	Iteration 2Q: 3 clusters Score -3789089 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3789855.750000 Penalty: 3397.166992
	Iteration 3Q: 3 clusters Score -3789856 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3791003.500000 Penalty: 3397.166992
	Iteration 4F: 3 clusters Score -3791004 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3792676.000000 Penalty: 3397.166992
	Iteration 5F: 3 clusters Score -3792676 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3794771.750000 Penalty: 3397.166992
	Iteration 6F: 3 clusters Score -3794772 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3796875.250000 Penalty: 3397.166992
	Iteration 7F: 3 clusters Score -3796875 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3798513.500000 Penalty: 3397.166992
	Iteration 8F: 3 clusters Score -3798514 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -3799644.250000 Penalty: 3397.166992
	Iteration 9Q: 3 clusters Score -3799644 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3800350.750000 Penalty: 3397.166992
	Iteration 10Q: 3 clusters Score -3800351 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -3800733.250000 Penalty: 3397.166992
	Iteration 11Q: 3 clusters Score -3800733 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -3800928.000000 Penalty: 3397.166992
	Iteration 12Q: 3 clusters Score -3800928 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3801038.250000 Penalty: 3397.166992
	Iteration 13Q: 3 clusters Score -3801038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -3801119.000000 Penalty: 3397.166992
	Iteration 14Q: 3 clusters Score -3801119 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -3801195.000000 Penalty: 3397.166992
	Iteration 15Q: 3 clusters Score -3801195 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -3801236.750000 Penalty: 3397.166992
	Iteration 16Q: 3 clusters Score -3801237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -3801271.500000 Penalty: 3397.166992
	Iteration 17Q: 3 clusters Score -3801272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -3801289.750000 Penalty: 3397.166992
	Iteration 18Q: 3 clusters Score -3801290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -3801310.500000 Penalty: 3397.166992
	Iteration 19Q: 3 clusters Score -3801310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -3801325.500000 Penalty: 3397.166992
	Iteration 20F: 3 clusters Score -3801326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3801336.750000 Penalty: 3397.166992
	Iteration 21Q: 3 clusters Score -3801337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3801343.500000 Penalty: 3397.166992
	Iteration 22Q: 3 clusters Score -3801344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -3801347.250000 Penalty: 3397.166992
	Iteration 23Q: 3 clusters Score -3801347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3801352.000000 Penalty: 3397.166992
	Iteration 24Q: 3 clusters Score -3801352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3801352.000000 Penalty: 3397.166992
	Iteration 25F: 3 clusters Score -3801352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -463783.062500 Penalty: 1368.253418
	Iteration 0F: 2 clusters Score -463783.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -460215.250000 Penalty: 2736.506836
	Iteration 0F: 3 clusters Score -460215.2 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -461759.656250 Penalty: 2736.506836
	Iteration 1F: 3 clusters Score -461759.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -462322.343750 Penalty: 2736.506836
	Iteration 2F: 3 clusters Score -462322.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -462706.406250 Penalty: 2736.506836
	Iteration 3F: 3 clusters Score -462706.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -462991.125000 Penalty: 2736.506836
	Iteration 4F: 3 clusters Score -462991.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -463142.843750 Penalty: 2736.506836
	Iteration 5Q: 3 clusters Score -463142.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -463243.687500 Penalty: 2736.506836
	Iteration 6Q: 3 clusters Score -463243.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -463313.281250 Penalty: 2736.506836
	Iteration 7Q: 3 clusters Score -463313.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -463360.281250 Penalty: 2736.506836
	Iteration 8Q: 3 clusters Score -463360.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -463389.468750 Penalty: 2736.506836
	Iteration 9Q: 3 clusters Score -463389.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -463417.593750 Penalty: 2736.506836
	Iteration 10Q: 3 clusters Score -463417.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -463445.187500 Penalty: 2736.506836
	Iteration 11Q: 3 clusters Score -463445.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -463471.093750 Penalty: 2736.506836
	Iteration 12Q: 3 clusters Score -463471.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -463486.562500 Penalty: 2736.506836
	Iteration 13Q: 3 clusters Score -463486.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -463495.406250 Penalty: 2736.506836
	Iteration 14Q: 3 clusters Score -463495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -463499.156250 Penalty: 2736.506836
	Iteration 15Q: 3 clusters Score -463499.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -463502.625000 Penalty: 2736.506836
	Iteration 16Q: 3 clusters Score -463502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -463505.312500 Penalty: 2736.506836
	Iteration 17Q: 3 clusters Score -463505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -463505.937500 Penalty: 2736.506836
	Iteration 18Q: 3 clusters Score -463505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -463507.000000 Penalty: 2736.506836
	Iteration 19Q: 3 clusters Score -463507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -463507.656250 Penalty: 2736.506836
	Iteration 20F: 3 clusters Score -463507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -463508.156250 Penalty: 2736.506836
	Iteration 21Q: 3 clusters Score -463508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -463509.218750 Penalty: 2736.506836
	Iteration 22Q: 3 clusters Score -463509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -463511.343750 Penalty: 2736.506836
	Iteration 23Q: 3 clusters Score -463511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -463514.281250 Penalty: 2736.506836
	Iteration 24Q: 3 clusters Score -463514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -463515.937500 Penalty: 2736.506836
	Iteration 25Q: 3 clusters Score -463515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -463518.250000 Penalty: 2736.506836
	Iteration 26Q: 3 clusters Score -463518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -463518.906250 Penalty: 2736.506836
	Iteration 27Q: 3 clusters Score -463518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -463519.750000 Penalty: 2736.506836
	Iteration 28Q: 3 clusters Score -463519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -463519.406250 Penalty: 2736.506836
	Iteration 29Q: 3 clusters Score -463519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -463519.406250 Penalty: 2736.506836
	Iteration 30F: 3 clusters Score -463519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -291311.312500 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -291311.3 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 1403 members 
Entering Unmasked Estep 
Score: -288712.250000 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -288712.2 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -289611.906250 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -289611.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -289907.812500 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -289907.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290142.687500 Penalty: 2581.383301
	Iteration 3F: 3 clusters Score -290142.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -290334.093750 Penalty: 2581.383301
	Iteration 4F: 3 clusters Score -290334.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -290459.031250 Penalty: 2581.383301
	Iteration 5Q: 3 clusters Score -290459 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -290547.781250 Penalty: 2581.383301
	Iteration 6Q: 3 clusters Score -290547.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -290617.718750 Penalty: 2581.383301
	Iteration 7Q: 3 clusters Score -290617.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -290691.718750 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -290691.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -290757.906250 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -290757.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -290819.000000 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -290819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -290877.281250 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -290877.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -290917.156250 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -290917.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -290942.000000 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -290942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -290962.125000 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -290962.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -290977.093750 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -290977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -290986.593750 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -290986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -291001.937500 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -291001.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -291023.218750 Penalty: 2581.383301
	Iteration 18Q: 3 clusters Score -291023.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -291040.750000 Penalty: 2581.383301
	Iteration 19Q: 3 clusters Score -291040.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -291068.125000 Penalty: 2581.383301
	Iteration 20F: 3 clusters Score -291068.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -291080.250000 Penalty: 2581.383301
	Iteration 21Q: 3 clusters Score -291080.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -291090.937500 Penalty: 2581.383301
	Iteration 22Q: 3 clusters Score -291090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -291104.031250 Penalty: 2581.383301
	Iteration 23Q: 3 clusters Score -291104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -291127.687500 Penalty: 2581.383301
	Iteration 24Q: 3 clusters Score -291127.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -291194.968750 Penalty: 2581.383301
	Iteration 25Q: 3 clusters Score -291195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -291237.031250 Penalty: 2581.383301
	Iteration 26Q: 3 clusters Score -291237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -291252.406250 Penalty: 2581.383301
	Iteration 27Q: 3 clusters Score -291252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -291259.093750 Penalty: 2581.383301
	Iteration 28Q: 3 clusters Score -291259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -291259.093750 Penalty: 2581.383301
	Iteration 29F: 3 clusters Score -291259.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (167266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167266 members 
Entering Unmasked Estep 
Score: -18140404.000000 Penalty: 1954.442871
	Iteration 0F: 2 clusters Score -1.81404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -18029212.000000 Penalty: 3908.885742
	Iteration 0F: 3 clusters Score -1.802921e+07 nChanged 80977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -18076824.000000 Penalty: 3908.885742
	Iteration 1F: 3 clusters Score -1.807682e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -18078352.000000 Penalty: 3908.885742
	Iteration 2Q: 3 clusters Score -1.807835e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -18081400.000000 Penalty: 3908.885742
	Iteration 3Q: 3 clusters Score -1.80814e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -18087558.000000 Penalty: 3908.885742
	Iteration 4F: 3 clusters Score -1.808756e+07 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127856 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -18099210.000000 Penalty: 3908.885742
	Iteration 5F: 3 clusters Score -1.809921e+07 nChanged 16774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144630 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -18115504.000000 Penalty: 3908.885742
	Iteration 6F: 3 clusters Score -1.81155e+07 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158413 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -18129900.000000 Penalty: 3908.885742
	Iteration 7F: 3 clusters Score -1.81299e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -18136508.000000 Penalty: 3908.885742
	Iteration 8Q: 3 clusters Score -1.813651e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166817 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -18138206.000000 Penalty: 3908.885742
	Iteration 9Q: 3 clusters Score -1.813821e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167125 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18138500.000000 Penalty: 3908.885742
	Iteration 10Q: 3 clusters Score -1.81385e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167171 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18138578.000000 Penalty: 3908.885742
	Iteration 11Q: 3 clusters Score -1.813858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167174 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18138596.000000 Penalty: 3908.885742
	Iteration 12Q: 3 clusters Score -1.81386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167174 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18138598.000000 Penalty: 3908.885742
	Iteration 13Q: 3 clusters Score -1.81386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167175 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18138604.000000 Penalty: 3908.885742
	Iteration 14Q: 3 clusters Score -1.81386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18138598.000000 Penalty: 3908.885742
	Iteration 15Q: 3 clusters Score -1.81386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167177 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18138606.000000 Penalty: 3908.885742
	Iteration 16Q: 3 clusters Score -1.813861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167177 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18138614.000000 Penalty: 3908.885742
	Iteration 17Q: 3 clusters Score -1.813861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18138612.000000 Penalty: 3908.885742
	Iteration 18Q: 3 clusters Score -1.813861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18138612.000000 Penalty: 3908.885742
	Iteration 19F: 3 clusters Score -1.813861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Entering Unmasked Estep 
Score: -4093273.500000 Penalty: 1710.505127
	Iteration 0F: 2 clusters Score -4093274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4068512.500000 Penalty: 3421.010254
	Iteration 0F: 3 clusters Score -4068512 nChanged 17095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4077890.500000 Penalty: 3421.010254
	Iteration 1F: 3 clusters Score -4077890 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -4078406.000000 Penalty: 3421.010254
	Iteration 2Q: 3 clusters Score -4078406 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4079051.000000 Penalty: 3421.010254
	Iteration 3Q: 3 clusters Score -4079051 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -4079896.250000 Penalty: 3421.010254
	Iteration 4Q: 3 clusters Score -4079896 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4081146.500000 Penalty: 3421.010254
	Iteration 5F: 3 clusters Score -4081146 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4082859.250000 Penalty: 3421.010254
	Iteration 6F: 3 clusters Score -4082859 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4084906.500000 Penalty: 3421.010254
	Iteration 7F: 3 clusters Score -4084906 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4086709.000000 Penalty: 3421.010254
	Iteration 8F: 3 clusters Score -4086709 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -4087871.500000 Penalty: 3421.010254
	Iteration 9Q: 3 clusters Score -4087872 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -4088516.000000 Penalty: 3421.010254
	Iteration 10Q: 3 clusters Score -4088516 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -4088860.000000 Penalty: 3421.010254
	Iteration 11Q: 3 clusters Score -4088860 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4089112.000000 Penalty: 3421.010254
	Iteration 12Q: 3 clusters Score -4089112 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4089263.750000 Penalty: 3421.010254
	Iteration 13Q: 3 clusters Score -4089264 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4089417.250000 Penalty: 3421.010254
	Iteration 14Q: 3 clusters Score -4089417 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -4089554.250000 Penalty: 3421.010254
	Iteration 15Q: 3 clusters Score -4089554 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -4089704.250000 Penalty: 3421.010254
	Iteration 16Q: 3 clusters Score -4089704 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -4089840.000000 Penalty: 3421.010254
	Iteration 17Q: 3 clusters Score -4089840 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -4089975.000000 Penalty: 3421.010254
	Iteration 18Q: 3 clusters Score -4089975 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4090094.250000 Penalty: 3421.010254
	Iteration 19Q: 3 clusters Score -4090094 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -4090214.000000 Penalty: 3421.010254
	Iteration 20F: 3 clusters Score -4090214 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -4090292.250000 Penalty: 3421.010254
	Iteration 21Q: 3 clusters Score -4090292 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -4090404.250000 Penalty: 3421.010254
	Iteration 22Q: 3 clusters Score -4090404 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -4090496.500000 Penalty: 3421.010254
	Iteration 23Q: 3 clusters Score -4090496 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4090586.000000 Penalty: 3421.010254
	Iteration 24Q: 3 clusters Score -4090586 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4090688.750000 Penalty: 3421.010254
	Iteration 25Q: 3 clusters Score -4090689 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4090806.250000 Penalty: 3421.010254
	Iteration 26Q: 3 clusters Score -4090806 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -4090877.250000 Penalty: 3421.010254
	Iteration 27Q: 3 clusters Score -4090877 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -4090972.250000 Penalty: 3421.010254
	Iteration 28Q: 3 clusters Score -4090972 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4091048.500000 Penalty: 3421.010254
	Iteration 29Q: 3 clusters Score -4091048 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4091104.750000 Penalty: 3421.010254
	Iteration 30Q: 3 clusters Score -4091105 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4091189.500000 Penalty: 3421.010254
	Iteration 31Q: 3 clusters Score -4091190 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4091250.750000 Penalty: 3421.010254
	Iteration 32Q: 3 clusters Score -4091251 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4091332.000000 Penalty: 3421.010254
	Iteration 33Q: 3 clusters Score -4091332 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4091405.000000 Penalty: 3421.010254
	Iteration 34Q: 3 clusters Score -4091405 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4091478.500000 Penalty: 3421.010254
	Iteration 35Q: 3 clusters Score -4091478 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4091563.250000 Penalty: 3421.010254
	Iteration 36Q: 3 clusters Score -4091563 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4091639.000000 Penalty: 3421.010254
	Iteration 37Q: 3 clusters Score -4091639 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4091694.750000 Penalty: 3421.010254
	Iteration 38Q: 3 clusters Score -4091695 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4091746.000000 Penalty: 3421.010254
	Iteration 39Q: 3 clusters Score -4091746 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4091798.000000 Penalty: 3421.010254
	Iteration 40F: 3 clusters Score -4091798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4091836.250000 Penalty: 3421.010254
	Iteration 41Q: 3 clusters Score -4091836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4091866.250000 Penalty: 3421.010254
	Iteration 42Q: 3 clusters Score -4091866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4091907.000000 Penalty: 3421.010254
	Iteration 43Q: 3 clusters Score -4091907 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4091929.750000 Penalty: 3421.010254
	Iteration 44Q: 3 clusters Score -4091930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4091956.000000 Penalty: 3421.010254
	Iteration 45Q: 3 clusters Score -4091956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4091997.000000 Penalty: 3421.010254
	Iteration 46Q: 3 clusters Score -4091997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4092004.250000 Penalty: 3421.010254
	Iteration 47Q: 3 clusters Score -4092004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4092023.000000 Penalty: 3421.010254
	Iteration 48Q: 3 clusters Score -4092023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4092027.500000 Penalty: 3421.010254
	Iteration 49Q: 3 clusters Score -4092028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4092032.250000 Penalty: 3421.010254
	Iteration 50Q: 3 clusters Score -4092032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4092045.000000 Penalty: 3421.010254
	Iteration 51Q: 3 clusters Score -4092045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4092058.500000 Penalty: 3421.010254
	Iteration 52Q: 3 clusters Score -4092058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4092063.250000 Penalty: 3421.010254
	Iteration 53Q: 3 clusters Score -4092063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4092065.500000 Penalty: 3421.010254
	Iteration 54Q: 3 clusters Score -4092066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4092075.500000 Penalty: 3421.010254
	Iteration 55Q: 3 clusters Score -4092076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4092076.500000 Penalty: 3421.010254
	Iteration 56Q: 3 clusters Score -4092076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4092082.500000 Penalty: 3421.010254
	Iteration 57Q: 3 clusters Score -4092082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4092091.250000 Penalty: 3421.010254
	Iteration 58Q: 3 clusters Score -4092091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4092097.250000 Penalty: 3421.010254
	Iteration 59Q: 3 clusters Score -4092097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4092113.000000 Penalty: 3421.010254
	Iteration 60F: 3 clusters Score -4092113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4092130.500000 Penalty: 3421.010254
	Iteration 61Q: 3 clusters Score -4092130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4092138.750000 Penalty: 3421.010254
	Iteration 62Q: 3 clusters Score -4092139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4092146.750000 Penalty: 3421.010254
	Iteration 63Q: 3 clusters Score -4092147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4092147.250000 Penalty: 3421.010254
	Iteration 64Q: 3 clusters Score -4092147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4092148.250000 Penalty: 3421.010254
	Iteration 65Q: 3 clusters Score -4092148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4092150.000000 Penalty: 3421.010254
	Iteration 66Q: 3 clusters Score -4092150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4092151.500000 Penalty: 3421.010254
	Iteration 67Q: 3 clusters Score -4092152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4092150.000000 Penalty: 3421.010254
	Iteration 68Q: 3 clusters Score -4092150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4092150.000000 Penalty: 3421.010254
	Iteration 69F: 3 clusters Score -4092150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -34037.320312 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -34037.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33134.386719 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -33134.39 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33310.183594 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -33310.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33389.773438 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -33389.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33435.050781 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -33435.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33453.792969 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -33453.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33469.527344 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -33469.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33480.082031 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -33480.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33495.292969 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -33495.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33495.292969 Penalty: 1928.840576
	Iteration 8F: 3 clusters Score -33495.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Entering Unmasked Estep 
Score: -5144558.000000 Penalty: 1754.336304
	Iteration 0F: 2 clusters Score -5144558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -5111840.000000 Penalty: 3508.672607
	Iteration 0F: 3 clusters Score -5111840 nChanged 22959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -5125599.000000 Penalty: 3508.672607
	Iteration 1F: 3 clusters Score -5125599 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5126742.500000 Penalty: 3508.672607
	Iteration 2F: 3 clusters Score -5126742 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5128322.000000 Penalty: 3508.672607
	Iteration 3F: 3 clusters Score -5128322 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -5130152.000000 Penalty: 3508.672607
	Iteration 4F: 3 clusters Score -5130152 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -5132260.000000 Penalty: 3508.672607
	Iteration 5F: 3 clusters Score -5132260 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -5134310.500000 Penalty: 3508.672607
	Iteration 6F: 3 clusters Score -5134310 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -5135990.500000 Penalty: 3508.672607
	Iteration 7F: 3 clusters Score -5135990 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -5136956.500000 Penalty: 3508.672607
	Iteration 8Q: 3 clusters Score -5136956 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -5137489.000000 Penalty: 3508.672607
	Iteration 9Q: 3 clusters Score -5137489 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5137796.000000 Penalty: 3508.672607
	Iteration 10Q: 3 clusters Score -5137796 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -5138052.500000 Penalty: 3508.672607
	Iteration 11Q: 3 clusters Score -5138052 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -5138224.000000 Penalty: 3508.672607
	Iteration 12Q: 3 clusters Score -5138224 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -5138438.500000 Penalty: 3508.672607
	Iteration 13Q: 3 clusters Score -5138438 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5138629.500000 Penalty: 3508.672607
	Iteration 14Q: 3 clusters Score -5138630 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -5138806.500000 Penalty: 3508.672607
	Iteration 15Q: 3 clusters Score -5138806 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5139014.000000 Penalty: 3508.672607
	Iteration 16Q: 3 clusters Score -5139014 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5139245.000000 Penalty: 3508.672607
	Iteration 17Q: 3 clusters Score -5139245 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5139414.500000 Penalty: 3508.672607
	Iteration 18Q: 3 clusters Score -5139414 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5139636.000000 Penalty: 3508.672607
	Iteration 19Q: 3 clusters Score -5139636 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5139823.500000 Penalty: 3508.672607
	Iteration 20F: 3 clusters Score -5139824 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5139983.500000 Penalty: 3508.672607
	Iteration 21Q: 3 clusters Score -5139984 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -5140199.500000 Penalty: 3508.672607
	Iteration 22Q: 3 clusters Score -5140200 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -5140379.000000 Penalty: 3508.672607
	Iteration 23Q: 3 clusters Score -5140379 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -5140539.000000 Penalty: 3508.672607
	Iteration 24Q: 3 clusters Score -5140539 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -5140704.500000 Penalty: 3508.672607
	Iteration 25Q: 3 clusters Score -5140704 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -5140850.000000 Penalty: 3508.672607
	Iteration 26Q: 3 clusters Score -5140850 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -5140962.000000 Penalty: 3508.672607
	Iteration 27Q: 3 clusters Score -5140962 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5141062.500000 Penalty: 3508.672607
	Iteration 28Q: 3 clusters Score -5141062 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5141210 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5141400 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5141604 nChanged 570
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Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5141762 nChanged 542
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Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5141922 nChanged 513
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Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5142056 nChanged 481
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Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5142194 nChanged 430
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Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5142296 nChanged 401
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Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5142386 nChanged 363
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Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5142474 nChanged 335
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Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5142529 nChanged 329
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Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5142611 nChanged 285
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Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5142674 nChanged 254
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Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5142738 nChanged 227
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Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5142776 nChanged 222
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Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5142878 nChanged 189
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Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5142906 nChanged 181
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Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5142922 nChanged 162
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Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5142954 nChanged 117
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Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5142958 nChanged 120
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Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5142989 nChanged 106
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Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5143015 nChanged 85
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Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5143037 nChanged 75
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Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5143044 nChanged 75
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Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5143051 nChanged 73
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Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5143044 nChanged 81
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Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5143069 nChanged 81
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Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5143096 nChanged 81
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Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 3401 members 
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	Iteration 58Q: 3 clusters Score -5143107 nChanged 76
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Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5143114 nChanged 61
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Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5143122 nChanged 49
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Mstep: Class 1 contains 45588 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5143131 nChanged 34
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5143132 nChanged 30
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Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5143148 nChanged 27
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Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5143150 nChanged 37
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Mstep: Class 1 contains 45698 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5143152 nChanged 30
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Mstep: Class 1 contains 45724 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5143158 nChanged 32
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Mstep: Class 1 contains 45756 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5143162 nChanged 37
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Mstep: Class 1 contains 45783 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5143166 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5143164 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45832 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5143169 nChanged 19
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Mstep: Class 1 contains 45847 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5143169 nChanged 11
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Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5143166 nChanged 13
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Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5143172 nChanged 14
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Mstep: Class 1 contains 45883 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5143165 nChanged 15
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Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5143169 nChanged 10
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Mstep: Class 1 contains 45906 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5143164 nChanged 9
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Mstep: Class 1 contains 45915 members 
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	Iteration 77Q: 3 clusters Score -5143168 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5143166 nChanged 9
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Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5143172 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45949 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5143178 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45959 members 
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	Iteration 81Q: 3 clusters Score -5143174 nChanged 15
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Mstep: Class 1 contains 45972 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5143182 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45988 members 
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	Iteration 83Q: 3 clusters Score -5143172 nChanged 9
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Mstep: Class 1 contains 45997 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5143172 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46002 members 
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	Iteration 85Q: 3 clusters Score -5143178 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46008 members 
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	Iteration 86Q: 3 clusters Score -5143177 nChanged 8
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Mstep: Class 1 contains 46016 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5143181 nChanged 9
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Mstep: Class 1 contains 46025 members 
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	Iteration 88Q: 3 clusters Score -5143182 nChanged 8
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	Iteration 89Q: 3 clusters Score -5143186 nChanged 8
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Mstep: Class 1 contains 46039 members 
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	Iteration 90Q: 3 clusters Score -5143190 nChanged 8
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	Iteration 91Q: 3 clusters Score -5143194 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46056 members 
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	Iteration 92Q: 3 clusters Score -5143193 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46063 members 
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	Iteration 93Q: 3 clusters Score -5143194 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46070 members 
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	Iteration 94Q: 3 clusters Score -5143198 nChanged 6
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Mstep: Class 1 contains 46076 members 
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	Iteration 95Q: 3 clusters Score -5143192 nChanged 4
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Mstep: Class 1 contains 46078 members 
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	Iteration 96Q: 3 clusters Score -5143196 nChanged 3
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Mstep: Class 1 contains 46081 members 
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	Iteration 97Q: 3 clusters Score -5143196 nChanged 8
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	Iteration 98Q: 3 clusters Score -5143200 nChanged 8
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	Iteration 99Q: 3 clusters Score -5143200 nChanged 5
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	Iteration 100F: 3 clusters Score -5143201 nChanged 6
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Mstep: Class 1 contains 46092 members 
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	Iteration 101Q: 3 clusters Score -5143198 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46101 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5143196 nChanged 4
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5143202 nChanged 2
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	Iteration 104Q: 3 clusters Score -5143202 nChanged 2
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	Iteration 105Q: 3 clusters Score -5143200 nChanged 1
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	Iteration 106Q: 3 clusters Score -5143204 nChanged 2
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	Iteration 107Q: 3 clusters Score -5143204 nChanged 4
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	Iteration 109Q: 3 clusters Score -5143204 nChanged 11
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	Iteration 110Q: 3 clusters Score -5143203 nChanged 9
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	Iteration 111Q: 3 clusters Score -5143199 nChanged 7
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	Iteration 112Q: 3 clusters Score -5143206 nChanged 6
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	Iteration 113Q: 3 clusters Score -5143206 nChanged 6
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	Iteration 114Q: 3 clusters Score -5143208 nChanged 5
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	Iteration 115Q: 3 clusters Score -5143209 nChanged 7
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	Iteration 116Q: 3 clusters Score -5143210 nChanged 7
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	Iteration 117Q: 3 clusters Score -5143214 nChanged 3
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	Iteration 118Q: 3 clusters Score -5143214 nChanged 3
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	Iteration 119Q: 3 clusters Score -5143208 nChanged 3
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	Iteration 120F: 3 clusters Score -5143205 nChanged 3
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	Iteration 121Q: 3 clusters Score -5143204 nChanged 5
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Entering Unmasked Estep 
Score: -5143204.000000 Penalty: 3508.672607
	Iteration 122Q: 3 clusters Score -5143204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5143211.500000 Penalty: 3508.672607
	Iteration 123Q: 3 clusters Score -5143212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5143209.000000 Penalty: 3508.672607
	Iteration 124Q: 3 clusters Score -5143209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5143209.000000 Penalty: 3508.672607
	Iteration 125Q: 3 clusters Score -5143209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5143212.500000 Penalty: 3508.672607
	Iteration 126Q: 3 clusters Score -5143212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5143218.500000 Penalty: 3508.672607
	Iteration 127Q: 3 clusters Score -5143218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5143216.500000 Penalty: 3508.672607
	Iteration 128Q: 3 clusters Score -5143216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5143217.000000 Penalty: 3508.672607
	Iteration 129Q: 3 clusters Score -5143217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5143218.000000 Penalty: 3508.672607
	Iteration 130Q: 3 clusters Score -5143218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5143216.000000 Penalty: 3508.672607
	Iteration 131Q: 3 clusters Score -5143216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5143217.000000 Penalty: 3508.672607
	Iteration 132Q: 3 clusters Score -5143217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5143225.000000 Penalty: 3508.672607
	Iteration 133Q: 3 clusters Score -5143225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5143222.000000 Penalty: 3508.672607
	Iteration 134Q: 3 clusters Score -5143222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5143225.000000 Penalty: 3508.672607
	Iteration 135Q: 3 clusters Score -5143225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5143224.500000 Penalty: 3508.672607
	Iteration 136Q: 3 clusters Score -5143224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5143224.000000 Penalty: 3508.672607
	Iteration 137Q: 3 clusters Score -5143224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5143226.500000 Penalty: 3508.672607
	Iteration 138Q: 3 clusters Score -5143226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5143225.000000 Penalty: 3508.672607
	Iteration 139Q: 3 clusters Score -5143225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5143225.000000 Penalty: 3508.672607
	Iteration 140F: 3 clusters Score -5143225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -318145.781250 Penalty: 1292.642578
	Iteration 0F: 2 clusters Score -318145.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -315542.937500 Penalty: 2585.285156
	Iteration 0F: 3 clusters Score -315542.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -316148.843750 Penalty: 2585.285156
	Iteration 1F: 3 clusters Score -316148.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -316246.062500 Penalty: 2585.285156
	Iteration 2F: 3 clusters Score -316246.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -316301.312500 Penalty: 2585.285156
	Iteration 3Q: 3 clusters Score -316301.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -316336.843750 Penalty: 2585.285156
	Iteration 4Q: 3 clusters Score -316336.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -316367.125000 Penalty: 2585.285156
	Iteration 5Q: 3 clusters Score -316367.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -316389.062500 Penalty: 2585.285156
	Iteration 6Q: 3 clusters Score -316389.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -316409.468750 Penalty: 2585.285156
	Iteration 7Q: 3 clusters Score -316409.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -316424.937500 Penalty: 2585.285156
	Iteration 8Q: 3 clusters Score -316424.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -316437.562500 Penalty: 2585.285156
	Iteration 9Q: 3 clusters Score -316437.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -316449.312500 Penalty: 2585.285156
	Iteration 10Q: 3 clusters Score -316449.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -316461.156250 Penalty: 2585.285156
	Iteration 11Q: 3 clusters Score -316461.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -316471.843750 Penalty: 2585.285156
	Iteration 12Q: 3 clusters Score -316471.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -316478.406250 Penalty: 2585.285156
	Iteration 13Q: 3 clusters Score -316478.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -316483.687500 Penalty: 2585.285156
	Iteration 14Q: 3 clusters Score -316483.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -316490.625000 Penalty: 2585.285156
	Iteration 15Q: 3 clusters Score -316490.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -316498.281250 Penalty: 2585.285156
	Iteration 16Q: 3 clusters Score -316498.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -316508.375000 Penalty: 2585.285156
	Iteration 17Q: 3 clusters Score -316508.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -316519.062500 Penalty: 2585.285156
	Iteration 18Q: 3 clusters Score -316519.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -316525.593750 Penalty: 2585.285156
	Iteration 19Q: 3 clusters Score -316525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -316529.250000 Penalty: 2585.285156
	Iteration 20F: 3 clusters Score -316529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -316531.343750 Penalty: 2585.285156
	Iteration 21Q: 3 clusters Score -316531.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -316535.812500 Penalty: 2585.285156
	Iteration 22Q: 3 clusters Score -316535.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -316541.843750 Penalty: 2585.285156
	Iteration 23Q: 3 clusters Score -316541.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -316546.312500 Penalty: 2585.285156
	Iteration 24Q: 3 clusters Score -316546.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -316554.093750 Penalty: 2585.285156
	Iteration 25Q: 3 clusters Score -316554.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -316565.125000 Penalty: 2585.285156
	Iteration 26Q: 3 clusters Score -316565.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -316571.906250 Penalty: 2585.285156
	Iteration 27Q: 3 clusters Score -316571.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -316577.187500 Penalty: 2585.285156
	Iteration 28Q: 3 clusters Score -316577.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -316587.812500 Penalty: 2585.285156
	Iteration 29Q: 3 clusters Score -316587.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -316601.062500 Penalty: 2585.285156
	Iteration 30Q: 3 clusters Score -316601.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -316621.250000 Penalty: 2585.285156
	Iteration 31Q: 3 clusters Score -316621.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -316644.531250 Penalty: 2585.285156
	Iteration 32Q: 3 clusters Score -316644.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -316666.250000 Penalty: 2585.285156
	Iteration 33Q: 3 clusters Score -316666.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -316689.187500 Penalty: 2585.285156
	Iteration 34Q: 3 clusters Score -316689.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -316712.781250 Penalty: 2585.285156
	Iteration 35Q: 3 clusters Score -316712.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -316732.156250 Penalty: 2585.285156
	Iteration 36Q: 3 clusters Score -316732.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -316753.125000 Penalty: 2585.285156
	Iteration 37Q: 3 clusters Score -316753.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -316772.562500 Penalty: 2585.285156
	Iteration 38Q: 3 clusters Score -316772.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -316789.656250 Penalty: 2585.285156
	Iteration 39Q: 3 clusters Score -316789.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -316817.156250 Penalty: 2585.285156
	Iteration 40F: 3 clusters Score -316817.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -316845.187500 Penalty: 2585.285156
	Iteration 41Q: 3 clusters Score -316845.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -316870.187500 Penalty: 2585.285156
	Iteration 42Q: 3 clusters Score -316870.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -316887.500000 Penalty: 2585.285156
	Iteration 43Q: 3 clusters Score -316887.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -316901.781250 Penalty: 2585.285156
	Iteration 44Q: 3 clusters Score -316901.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -316914.218750 Penalty: 2585.285156
	Iteration 45Q: 3 clusters Score -316914.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -316929.531250 Penalty: 2585.285156
	Iteration 46Q: 3 clusters Score -316929.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -316943.437500 Penalty: 2585.285156
	Iteration 47Q: 3 clusters Score -316943.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -316962.437500 Penalty: 2585.285156
	Iteration 48Q: 3 clusters Score -316962.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -316970.156250 Penalty: 2585.285156
	Iteration 49Q: 3 clusters Score -316970.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -316974.750000 Penalty: 2585.285156
	Iteration 50Q: 3 clusters Score -316974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -316982.250000 Penalty: 2585.285156
	Iteration 51Q: 3 clusters Score -316982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -316987.000000 Penalty: 2585.285156
	Iteration 52Q: 3 clusters Score -316987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -316993.250000 Penalty: 2585.285156
	Iteration 53Q: 3 clusters Score -316993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -317004.937500 Penalty: 2585.285156
	Iteration 54Q: 3 clusters Score -317004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -317009.062500 Penalty: 2585.285156
	Iteration 55Q: 3 clusters Score -317009.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -317012.625000 Penalty: 2585.285156
	Iteration 56Q: 3 clusters Score -317012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -317016.968750 Penalty: 2585.285156
	Iteration 57Q: 3 clusters Score -317017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -317025.062500 Penalty: 2585.285156
	Iteration 58Q: 3 clusters Score -317025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -317032.437500 Penalty: 2585.285156
	Iteration 59Q: 3 clusters Score -317032.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -317036.343750 Penalty: 2585.285156
	Iteration 60F: 3 clusters Score -317036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -317038.312500 Penalty: 2585.285156
	Iteration 61Q: 3 clusters Score -317038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -317038.500000 Penalty: 2585.285156
	Iteration 62Q: 3 clusters Score -317038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -317038.500000 Penalty: 2585.285156
	Iteration 63F: 3 clusters Score -317038.5 nChanged 0
--- Evaluating fit on full set of 2650478 points ---
Entering Unmasked Estep 
Score: -282331008.000000 Penalty: 40858.066406
21->18 Clusters: Score -282331008.000000, best is -282289792.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 883492 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 41997 members 
Mstep: Class 3 contains 42114 members 
Mstep: Class 4 contains 41990 members 
Mstep: Class 5 contains 42274 members 
Mstep: Class 6 contains 42059 members 
Mstep: Class 7 contains 41800 members 
Mstep: Class 8 contains 41835 members 
Mstep: Class 9 contains 41715 members 
Mstep: Class 10 contains 42024 members 
Mstep: Class 11 contains 42257 members 
Mstep: Class 12 contains 42304 members 
Mstep: Class 13 contains 41917 members 
Mstep: Class 14 contains 42470 members 
Mstep: Class 15 contains 42162 members 
Mstep: Class 16 contains 42012 members 
Mstep: Class 17 contains 42366 members 
Mstep: Class 18 contains 41963 members 
Mstep: Class 19 contains 41912 members 
Mstep: Class 20 contains 41991 members 
Mstep: Class 21 contains 42267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 713.164551 but Gain 2224.890625
Score: -90611608.000000 Penalty: 44497.820312
Iteration 0F: 21 clusters Score -9.061161e+07 nChanged 836858
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 34826 members 
Mstep: Class 3 contains 31047 members 
Mstep: Class 4 contains 25826 members 
Mstep: Class 5 contains 48276 members 
Mstep: Class 6 contains 21968 members 
Mstep: Class 7 contains 33708 members 
Mstep: Class 9 contains 107964 members 
Mstep: Class 10 contains 34206 members 
Mstep: Class 11 contains 100425 members 
Mstep: Class 12 contains 37522 members 
Mstep: Class 13 contains 23811 members 
Mstep: Class 14 contains 30752 members 
Mstep: Class 15 contains 45127 members 
Mstep: Class 16 contains 34014 members 
Mstep: Class 17 contains 44747 members 
Mstep: Class 18 contains 27119 members 
Mstep: Class 19 contains 85549 members 
Mstep: Class 20 contains 22391 members 
Mstep: Class 21 contains 45667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92779928.000000 Penalty: 44497.820312
Iteration 1F: 21 clusters Score -9.277993e+07 nChanged 294573
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 36434 members 
Mstep: Class 3 contains 21171 members 
Mstep: Class 4 contains 17219 members 
Mstep: Class 5 contains 60690 members 
Mstep: Class 6 contains 13625 members 
Mstep: Class 7 contains 32755 members 
Mstep: Class 9 contains 126273 members 
Mstep: Class 10 contains 36269 members 
Mstep: Class 11 contains 112520 members 
Mstep: Class 12 contains 30167 members 
Mstep: Class 13 contains 13217 members 
Mstep: Class 14 contains 23930 members 
Mstep: Class 15 contains 46949 members 
Mstep: Class 16 contains 29508 members 
Mstep: Class 17 contains 39357 members 
Mstep: Class 18 contains 13289 members 
Mstep: Class 19 contains 129769 members 
Mstep: Class 20 contains 14503 members 
Mstep: Class 21 contains 37123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93133824.000000 Penalty: 44497.820312
Iteration 2F: 21 clusters Score -9.313382e+07 nChanged 192020
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 34008 members 
Mstep: Class 3 contains 13995 members 
Mstep: Class 4 contains 10359 members 
Mstep: Class 5 contains 63397 members 
Mstep: Class 6 contains 8247 members 
Mstep: Class 7 contains 26900 members 
Mstep: Class 9 contains 167726 members 
Mstep: Class 10 contains 43406 members 
Mstep: Class 11 contains 119822 members 
Mstep: Class 12 contains 23403 members 
Mstep: Class 13 contains 8023 members 
Mstep: Class 14 contains 16786 members 
Mstep: Class 15 contains 38694 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 17 contains 32115 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 167662 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 28205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93307112.000000 Penalty: 44497.820312
Iteration 3F: 21 clusters Score -9.330711e+07 nChanged 152980
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 29961 members 
Mstep: Class 3 contains 8484 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 59914 members 
Mstep: Class 6 contains 4611 members 
Mstep: Class 7 contains 18942 members 
Mstep: Class 9 contains 226078 members 
Mstep: Class 10 contains 47995 members 
Mstep: Class 11 contains 121328 members 
Mstep: Class 12 contains 17031 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 10610 members 
Mstep: Class 15 contains 26812 members 
Mstep: Class 16 contains 18150 members 
Mstep: Class 17 contains 23176 members 
Mstep: Class 18 contains 3043 members 
Mstep: Class 19 contains 198712 members 
Mstep: Class 20 contains 3548 members 
Mstep: Class 21 contains 20580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1398.228027 but Gain 2224.890625
Score: -93426048.000000 Penalty: 42272.929688
Iteration 4F: 20 clusters Score -9.342605e+07 nChanged 130518
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 25936 members 
Mstep: Class 3 contains 5161 members 
Mstep: Class 4 contains 3300 members 
Mstep: Class 5 contains 52085 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 9 contains 283355 members 
Mstep: Class 10 contains 50850 members 
Mstep: Class 11 contains 118308 members 
Mstep: Class 12 contains 12254 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 14 contains 6489 members 
Mstep: Class 15 contains 15796 members 
Mstep: Class 16 contains 13028 members 
Mstep: Class 17 contains 15100 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 221531 members 
Mstep: Class 21 contains 14594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2218.723877 but Gain 2224.890625
Score: -93504672.000000 Penalty: 40048.039062
Iteration 5F: 19 clusters Score -9.350467e+07 nChanged 101770
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 24708 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 2826 members 
Mstep: Class 5 contains 44126 members 
Mstep: Class 7 contains 7438 members 
Mstep: Class 9 contains 315031 members 
Mstep: Class 10 contains 51137 members 
Mstep: Class 11 contains 116449 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 2291 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 8981 members 
Mstep: Class 16 contains 9854 members 
Mstep: Class 17 contains 9835 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 240429 members 
Mstep: Class 21 contains 10837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93553352.000000 Penalty: 40048.039062
Iteration 6F: 19 clusters Score -9.355335e+07 nChanged 83421
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 27769 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 37140 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 9 contains 318816 members 
Mstep: Class 10 contains 50794 members 
Mstep: Class 11 contains 116985 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 2203 members 
Mstep: Class 14 contains 3337 members 
Mstep: Class 15 contains 5287 members 
Mstep: Class 16 contains 8029 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 4904 members 
Mstep: Class 19 contains 261185 members 
Mstep: Class 21 contains 8531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2084.835938 but Gain 2224.890625
Score: -93593400.000000 Penalty: 37823.148438
Iteration 7F: 18 clusters Score -9.35934e+07 nChanged 69578
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 32843 members 
Mstep: Class 4 contains 3200 members 
Mstep: Class 5 contains 31960 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 9 contains 306496 members 
Mstep: Class 10 contains 50384 members 
Mstep: Class 11 contains 118267 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 13 contains 2354 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 3332 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 4535 members 
Mstep: Class 18 contains 6006 members 
Mstep: Class 19 contains 285658 members 
Mstep: Class 21 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2214.331299 but Gain 2224.890625
Score: -93635672.000000 Penalty: 35598.257812
Iteration 8F: 17 clusters Score -9.363567e+07 nChanged 57032
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 38405 members 
Mstep: Class 4 contains 3370 members 
Mstep: Class 5 contains 27609 members 
Mstep: Class 7 contains 4313 members 
Mstep: Class 9 contains 289830 members 
Mstep: Class 10 contains 49993 members 
Mstep: Class 11 contains 117895 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 2631 members 
Mstep: Class 16 contains 6717 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 310096 members 
Mstep: Class 21 contains 5932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93648824.000000 Penalty: 35598.257812
Iteration 9F: 17 clusters Score -9.364882e+07 nChanged 44995
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 44197 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 24519 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 9 contains 275387 members 
Mstep: Class 10 contains 49880 members 
Mstep: Class 11 contains 117281 members 
Mstep: Class 12 contains 4633 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 324387 members 
Mstep: Class 21 contains 5264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93646160.000000 Penalty: 35598.257812
Iteration 10F: 17 clusters Score -9.364616e+07 nChanged 37570
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 49957 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 22844 members 
Mstep: Class 7 contains 5581 members 
Mstep: Class 9 contains 264322 members 
Mstep: Class 10 contains 49979 members 
Mstep: Class 11 contains 117143 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 16 contains 6444 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 8950 members 
Mstep: Class 19 contains 330826 members 
Mstep: Class 21 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93646256.000000 Penalty: 35598.257812
Iteration 11Q: 17 clusters Score -9.364626e+07 nChanged 30905
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 55627 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 5 contains 22078 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 9 contains 254454 members 
Mstep: Class 10 contains 49939 members 
Mstep: Class 11 contains 117916 members 
Mstep: Class 12 contains 4055 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 1995 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 19 contains 332994 members 
Mstep: Class 21 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93651944.000000 Penalty: 35598.257812
Iteration 12Q: 17 clusters Score -9.365194e+07 nChanged 26650
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 61075 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 9 contains 245970 members 
Mstep: Class 10 contains 49888 members 
Mstep: Class 11 contains 119124 members 
Mstep: Class 12 contains 3972 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 14 contains 2803 members 
Mstep: Class 16 contains 6713 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 10677 members 
Mstep: Class 19 contains 331913 members 
Mstep: Class 21 contains 4169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93659832.000000 Penalty: 35598.257812
Iteration 13Q: 17 clusters Score -9.365983e+07 nChanged 23876
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 66296 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 22150 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 9 contains 238859 members 
Mstep: Class 10 contains 49805 members 
Mstep: Class 11 contains 120395 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 4759 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 16 contains 6960 members 
Mstep: Class 17 contains 1649 members 
Mstep: Class 18 contains 11431 members 
Mstep: Class 19 contains 328464 members 
Mstep: Class 21 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2223.636230 but Gain 2224.890625
Score: -93669816.000000 Penalty: 33373.367188
Iteration 14Q: 16 clusters Score -9.366982e+07 nChanged 23483
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 71187 members 
Mstep: Class 4 contains 3586 members 
Mstep: Class 5 contains 22717 members 
Mstep: Class 7 contains 11834 members 
Mstep: Class 9 contains 233564 members 
Mstep: Class 10 contains 49946 members 
Mstep: Class 11 contains 121457 members 
Mstep: Class 12 contains 3969 members 
Mstep: Class 13 contains 5639 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 16 contains 7218 members 
Mstep: Class 18 contains 12179 members 
Mstep: Class 19 contains 323749 members 
Mstep: Class 21 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93684368.000000 Penalty: 33373.367188
Iteration 15Q: 16 clusters Score -9.368437e+07 nChanged 20547
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 75587 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 23286 members 
Mstep: Class 7 contains 13706 members 
Mstep: Class 9 contains 228172 members 
Mstep: Class 10 contains 49683 members 
Mstep: Class 11 contains 122378 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 3340 members 
Mstep: Class 16 contains 7420 members 
Mstep: Class 18 contains 12943 members 
Mstep: Class 19 contains 318319 members 
Mstep: Class 21 contains 3605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93695680.000000 Penalty: 33373.367188
Iteration 16Q: 16 clusters Score -9.369568e+07 nChanged 18781
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 79499 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 23908 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 9 contains 222680 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 123257 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 7624 members 
Mstep: Class 14 contains 3479 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 18 contains 13635 members 
Mstep: Class 19 contains 313383 members 
Mstep: Class 21 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93706336.000000 Penalty: 33373.367188
Iteration 17Q: 16 clusters Score -9.370634e+07 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 82837 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 24518 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 9 contains 217343 members 
Mstep: Class 10 contains 49119 members 
Mstep: Class 11 contains 124152 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 8744 members 
Mstep: Class 14 contains 3628 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 18 contains 14281 members 
Mstep: Class 19 contains 309087 members 
Mstep: Class 21 contains 3276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93716136.000000 Penalty: 33373.367188
Iteration 18Q: 16 clusters Score -9.371614e+07 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 85756 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 25018 members 
Mstep: Class 7 contains 19378 members 
Mstep: Class 9 contains 212043 members 
Mstep: Class 10 contains 48869 members 
Mstep: Class 11 contains 124782 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 9875 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 16 contains 7840 members 
Mstep: Class 18 contains 14921 members 
Mstep: Class 19 contains 305670 members 
Mstep: Class 21 contains 3111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93724736.000000 Penalty: 33373.367188
Iteration 19Q: 16 clusters Score -9.372474e+07 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 88348 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 25340 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 9 contains 207118 members 
Mstep: Class 10 contains 48656 members 
Mstep: Class 11 contains 125219 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 10895 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 16 contains 7891 members 
Mstep: Class 18 contains 15492 members 
Mstep: Class 19 contains 302927 members 
Mstep: Class 21 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93733000.000000 Penalty: 33373.367188
Iteration 20F: 16 clusters Score -9.3733e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 90508 members 
Mstep: Class 4 contains 3652 members 
Mstep: Class 5 contains 25505 members 
Mstep: Class 7 contains 22961 members 
Mstep: Class 9 contains 202126 members 
Mstep: Class 10 contains 48364 members 
Mstep: Class 11 contains 125505 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 4019 members 
Mstep: Class 16 contains 7925 members 
Mstep: Class 18 contains 16010 members 
Mstep: Class 19 contains 300227 members 
Mstep: Class 21 contains 2753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93741104.000000 Penalty: 33373.367188
Iteration 21Q: 16 clusters Score -9.37411e+07 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 92293 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 25603 members 
Mstep: Class 7 contains 24711 members 
Mstep: Class 9 contains 197547 members 
Mstep: Class 10 contains 48102 members 
Mstep: Class 11 contains 125517 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 4157 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 18 contains 16526 members 
Mstep: Class 19 contains 297938 members 
Mstep: Class 21 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93748080.000000 Penalty: 33373.367188
Iteration 22Q: 16 clusters Score -9.374808e+07 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 93673 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 25553 members 
Mstep: Class 7 contains 26362 members 
Mstep: Class 9 contains 193790 members 
Mstep: Class 10 contains 47859 members 
Mstep: Class 11 contains 125449 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 14900 members 
Mstep: Class 14 contains 4303 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 18 contains 16967 members 
Mstep: Class 19 contains 295713 members 
Mstep: Class 21 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93755496.000000 Penalty: 33373.367188
Iteration 23Q: 16 clusters Score -9.37555e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 94768 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 25392 members 
Mstep: Class 7 contains 27862 members 
Mstep: Class 9 contains 190661 members 
Mstep: Class 10 contains 47670 members 
Mstep: Class 11 contains 125194 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 13 contains 16138 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 16 contains 7851 members 
Mstep: Class 18 contains 17396 members 
Mstep: Class 19 contains 293843 members 
Mstep: Class 21 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93760768.000000 Penalty: 33373.367188
Iteration 24Q: 16 clusters Score -9.376077e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 95572 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 25129 members 
Mstep: Class 7 contains 29232 members 
Mstep: Class 9 contains 188217 members 
Mstep: Class 10 contains 47468 members 
Mstep: Class 11 contains 124741 members 
Mstep: Class 12 contains 4508 members 
Mstep: Class 13 contains 17297 members 
Mstep: Class 14 contains 4551 members 
Mstep: Class 16 contains 7807 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 19 contains 292146 members 
Mstep: Class 21 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93765136.000000 Penalty: 33373.367188
Iteration 25Q: 16 clusters Score -9.376514e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 96156 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 24833 members 
Mstep: Class 7 contains 30395 members 
Mstep: Class 9 contains 186033 members 
Mstep: Class 10 contains 47282 members 
Mstep: Class 11 contains 124111 members 
Mstep: Class 12 contains 4547 members 
Mstep: Class 13 contains 18492 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 16 contains 7805 members 
Mstep: Class 18 contains 18138 members 
Mstep: Class 19 contains 290882 members 
Mstep: Class 21 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93769320.000000 Penalty: 33373.367188
Iteration 26Q: 16 clusters Score -9.376932e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 96561 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 24483 members 
Mstep: Class 7 contains 31450 members 
Mstep: Class 9 contains 184241 members 
Mstep: Class 10 contains 47088 members 
Mstep: Class 11 contains 123437 members 
Mstep: Class 12 contains 4606 members 
Mstep: Class 13 contains 19621 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 16 contains 7842 members 
Mstep: Class 18 contains 18479 members 
Mstep: Class 19 contains 289704 members 
Mstep: Class 21 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93772992.000000 Penalty: 33373.367188
Iteration 27Q: 16 clusters Score -9.377299e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 96802 members 
Mstep: Class 4 contains 3943 members 
Mstep: Class 5 contains 24131 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 9 contains 182826 members 
Mstep: Class 10 contains 46878 members 
Mstep: Class 11 contains 122661 members 
Mstep: Class 12 contains 4664 members 
Mstep: Class 13 contains 20749 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 16 contains 7932 members 
Mstep: Class 18 contains 18820 members 
Mstep: Class 19 contains 288735 members 
Mstep: Class 21 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93776216.000000 Penalty: 33373.367188
Iteration 28Q: 16 clusters Score -9.377622e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 96947 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 23705 members 
Mstep: Class 7 contains 33000 members 
Mstep: Class 9 contains 181735 members 
Mstep: Class 10 contains 46713 members 
Mstep: Class 11 contains 121740 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 21847 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 18 contains 19158 members 
Mstep: Class 19 contains 287939 members 
Mstep: Class 21 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93779480.000000 Penalty: 33373.367188
Iteration 29Q: 16 clusters Score -9.377948e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 96996 members 
Mstep: Class 4 contains 3973 members 
Mstep: Class 5 contains 23250 members 
Mstep: Class 7 contains 33533 members 
Mstep: Class 9 contains 181066 members 
Mstep: Class 10 contains 46508 members 
Mstep: Class 11 contains 120760 members 
Mstep: Class 12 contains 4788 members 
Mstep: Class 13 contains 22912 members 
Mstep: Class 14 contains 4925 members 
Mstep: Class 16 contains 8185 members 
Mstep: Class 18 contains 19447 members 
Mstep: Class 19 contains 287238 members 
Mstep: Class 21 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93781736.000000 Penalty: 33373.367188
Iteration 30Q: 16 clusters Score -9.378174e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 96918 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 22807 members 
Mstep: Class 7 contains 33944 members 
Mstep: Class 9 contains 180558 members 
Mstep: Class 10 contains 46329 members 
Mstep: Class 11 contains 119797 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 23952 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 18 contains 19715 members 
Mstep: Class 19 contains 286697 members 
Mstep: Class 21 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93783464.000000 Penalty: 33373.367188
Iteration 31Q: 16 clusters Score -9.378346e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 96753 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 22394 members 
Mstep: Class 7 contains 34264 members 
Mstep: Class 9 contains 180231 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 118843 members 
Mstep: Class 12 contains 4845 members 
Mstep: Class 13 contains 24934 members 
Mstep: Class 14 contains 5038 members 
Mstep: Class 16 contains 8482 members 
Mstep: Class 18 contains 19969 members 
Mstep: Class 19 contains 286224 members 
Mstep: Class 21 contains 1807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93785088.000000 Penalty: 33373.367188
Iteration 32Q: 16 clusters Score -9.378509e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 96524 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 22071 members 
Mstep: Class 7 contains 34570 members 
Mstep: Class 9 contains 179933 members 
Mstep: Class 10 contains 46016 members 
Mstep: Class 11 contains 117939 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 25899 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 18 contains 20170 members 
Mstep: Class 19 contains 285692 members 
Mstep: Class 21 contains 1774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93786592.000000 Penalty: 33373.367188
Iteration 33Q: 16 clusters Score -9.378659e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 96230 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 21784 members 
Mstep: Class 7 contains 34831 members 
Mstep: Class 9 contains 179730 members 
Mstep: Class 10 contains 45884 members 
Mstep: Class 11 contains 117028 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 13 contains 26722 members 
Mstep: Class 14 contains 5104 members 
Mstep: Class 16 contains 8874 members 
Mstep: Class 18 contains 20341 members 
Mstep: Class 19 contains 285347 members 
Mstep: Class 21 contains 1771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93787352.000000 Penalty: 33373.367188
Iteration 34Q: 16 clusters Score -9.378735e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 95839 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 7 contains 35041 members 
Mstep: Class 9 contains 179653 members 
Mstep: Class 10 contains 45764 members 
Mstep: Class 11 contains 116119 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 13 contains 27481 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 16 contains 9071 members 
Mstep: Class 18 contains 20509 members 
Mstep: Class 19 contains 285014 members 
Mstep: Class 21 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93788208.000000 Penalty: 33373.367188
Iteration 35Q: 16 clusters Score -9.378821e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 95430 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 21377 members 
Mstep: Class 7 contains 35247 members 
Mstep: Class 9 contains 179708 members 
Mstep: Class 10 contains 45678 members 
Mstep: Class 11 contains 115247 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 28135 members 
Mstep: Class 14 contains 5229 members 
Mstep: Class 16 contains 9277 members 
Mstep: Class 18 contains 20654 members 
Mstep: Class 19 contains 284669 members 
Mstep: Class 21 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93789296.000000 Penalty: 33373.367188
Iteration 36Q: 16 clusters Score -9.37893e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 94995 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 21231 members 
Mstep: Class 7 contains 35410 members 
Mstep: Class 9 contains 179842 members 
Mstep: Class 10 contains 45596 members 
Mstep: Class 11 contains 114429 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 28696 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 16 contains 9456 members 
Mstep: Class 18 contains 20778 members 
Mstep: Class 19 contains 284416 members 
Mstep: Class 21 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93789616.000000 Penalty: 33373.367188
Iteration 37Q: 16 clusters Score -9.378962e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 94584 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 21107 members 
Mstep: Class 7 contains 35540 members 
Mstep: Class 9 contains 180001 members 
Mstep: Class 10 contains 45542 members 
Mstep: Class 11 contains 113713 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 29184 members 
Mstep: Class 14 contains 5341 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 284117 members 
Mstep: Class 21 contains 1716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93790664.000000 Penalty: 33373.367188
Iteration 38Q: 16 clusters Score -9.379066e+07 nChanged 4814
Entering ConstructFrom: 
Score: -93790664.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (33652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Entering Unmasked Estep 
Score: -3708983.250000 Penalty: 1693.872070
	Iteration 0F: 2 clusters Score -3708983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3686275.000000 Penalty: 3387.744141
	Iteration 0F: 3 clusters Score -3686275 nChanged 15533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3695001.500000 Penalty: 3387.744141
	Iteration 1F: 3 clusters Score -3695002 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3695440.500000 Penalty: 3387.744141
	Iteration 2Q: 3 clusters Score -3695440 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3695878.000000 Penalty: 3387.744141
	Iteration 3Q: 3 clusters Score -3695878 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3696418.000000 Penalty: 3387.744141
	Iteration 4Q: 3 clusters Score -3696418 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3697126.000000 Penalty: 3387.744141
	Iteration 5Q: 3 clusters Score -3697126 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3698117.500000 Penalty: 3387.744141
	Iteration 6F: 3 clusters Score -3698118 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3699521.750000 Penalty: 3387.744141
	Iteration 7F: 3 clusters Score -3699522 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3701089.750000 Penalty: 3387.744141
	Iteration 8F: 3 clusters Score -3701090 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3702563.000000 Penalty: 3387.744141
	Iteration 9F: 3 clusters Score -3702563 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3703759.500000 Penalty: 3387.744141
	Iteration 10Q: 3 clusters Score -3703760 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3704557.750000 Penalty: 3387.744141
	Iteration 11Q: 3 clusters Score -3704558 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3705106.750000 Penalty: 3387.744141
	Iteration 12Q: 3 clusters Score -3705107 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3705544.750000 Penalty: 3387.744141
	Iteration 13Q: 3 clusters Score -3705545 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3705872.250000 Penalty: 3387.744141
	Iteration 14Q: 3 clusters Score -3705872 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3706167.500000 Penalty: 3387.744141
	Iteration 15Q: 3 clusters Score -3706168 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3706400.750000 Penalty: 3387.744141
	Iteration 16Q: 3 clusters Score -3706401 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3706605.750000 Penalty: 3387.744141
	Iteration 17Q: 3 clusters Score -3706606 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3706774.000000 Penalty: 3387.744141
	Iteration 18Q: 3 clusters Score -3706774 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3706921.750000 Penalty: 3387.744141
	Iteration 19Q: 3 clusters Score -3706922 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3707051.750000 Penalty: 3387.744141
	Iteration 20F: 3 clusters Score -3707052 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3707174.250000 Penalty: 3387.744141
	Iteration 21Q: 3 clusters Score -3707174 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3707297.000000 Penalty: 3387.744141
	Iteration 22Q: 3 clusters Score -3707297 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3707384.500000 Penalty: 3387.744141
	Iteration 23Q: 3 clusters Score -3707384 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3707484.750000 Penalty: 3387.744141
	Iteration 24Q: 3 clusters Score -3707485 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3707567.000000 Penalty: 3387.744141
	Iteration 25Q: 3 clusters Score -3707567 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3707655.250000 Penalty: 3387.744141
	Iteration 26Q: 3 clusters Score -3707655 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3707724.500000 Penalty: 3387.744141
	Iteration 27Q: 3 clusters Score -3707724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3707754.250000 Penalty: 3387.744141
	Iteration 28Q: 3 clusters Score -3707754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3707770.500000 Penalty: 3387.744141
	Iteration 29Q: 3 clusters Score -3707770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3707807.500000 Penalty: 3387.744141
	Iteration 30Q: 3 clusters Score -3707808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3707818.750000 Penalty: 3387.744141
	Iteration 31Q: 3 clusters Score -3707819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3707827.750000 Penalty: 3387.744141
	Iteration 32Q: 3 clusters Score -3707828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3707833.750000 Penalty: 3387.744141
	Iteration 33Q: 3 clusters Score -3707834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3707849.250000 Penalty: 3387.744141
	Iteration 34Q: 3 clusters Score -3707849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3707863.750000 Penalty: 3387.744141
	Iteration 35Q: 3 clusters Score -3707864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3707864.250000 Penalty: 3387.744141
	Iteration 36Q: 3 clusters Score -3707864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3707877.500000 Penalty: 3387.744141
	Iteration 37Q: 3 clusters Score -3707878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3707884.250000 Penalty: 3387.744141
	Iteration 38Q: 3 clusters Score -3707884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3707887.750000 Penalty: 3387.744141
	Iteration 39Q: 3 clusters Score -3707888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3707894.250000 Penalty: 3387.744141
	Iteration 40F: 3 clusters Score -3707894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3707899.500000 Penalty: 3387.744141
	Iteration 41Q: 3 clusters Score -3707900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3707905.500000 Penalty: 3387.744141
	Iteration 42Q: 3 clusters Score -3707906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3707905.000000 Penalty: 3387.744141
	Iteration 43Q: 3 clusters Score -3707905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3707912.500000 Penalty: 3387.744141
	Iteration 44Q: 3 clusters Score -3707912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3707915.250000 Penalty: 3387.744141
	Iteration 45Q: 3 clusters Score -3707915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3707916.250000 Penalty: 3387.744141
	Iteration 46Q: 3 clusters Score -3707916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3707920.750000 Penalty: 3387.744141
	Iteration 47Q: 3 clusters Score -3707921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3707924.500000 Penalty: 3387.744141
	Iteration 48Q: 3 clusters Score -3707924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3707921.500000 Penalty: 3387.744141
	Iteration 49Q: 3 clusters Score -3707922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3707926.250000 Penalty: 3387.744141
	Iteration 50Q: 3 clusters Score -3707926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3707926.250000 Penalty: 3387.744141
	Iteration 51Q: 3 clusters Score -3707926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3707930.500000 Penalty: 3387.744141
	Iteration 52Q: 3 clusters Score -3707930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3707933.000000 Penalty: 3387.744141
	Iteration 53Q: 3 clusters Score -3707933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3707934.000000 Penalty: 3387.744141
	Iteration 54Q: 3 clusters Score -3707934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3707937.500000 Penalty: 3387.744141
	Iteration 55Q: 3 clusters Score -3707938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3707941.250000 Penalty: 3387.744141
	Iteration 56Q: 3 clusters Score -3707941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3707942.750000 Penalty: 3387.744141
	Iteration 57Q: 3 clusters Score -3707943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3707938.000000 Penalty: 3387.744141
	Iteration 58Q: 3 clusters Score -3707938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3707940.750000 Penalty: 3387.744141
	Iteration 59Q: 3 clusters Score -3707941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3707944.500000 Penalty: 3387.744141
	Iteration 60F: 3 clusters Score -3707944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3707946.750000 Penalty: 3387.744141
	Iteration 61Q: 3 clusters Score -3707947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3707945.500000 Penalty: 3387.744141
	Iteration 62Q: 3 clusters Score -3707946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3707946.000000 Penalty: 3387.744141
	Iteration 63Q: 3 clusters Score -3707946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3707944.750000 Penalty: 3387.744141
	Iteration 64Q: 3 clusters Score -3707945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3707945.250000 Penalty: 3387.744141
	Iteration 65Q: 3 clusters Score -3707945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3707945.250000 Penalty: 3387.744141
	Iteration 66F: 3 clusters Score -3707945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Entering Unmasked Estep 
Score: -10279789.000000 Penalty: 1861.108154
	Iteration 0F: 2 clusters Score -1.027979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -10216824.000000 Penalty: 3722.216309
	Iteration 0F: 3 clusters Score -1.021682e+07 nChanged 44845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -10243253.000000 Penalty: 3722.216309
	Iteration 1F: 3 clusters Score -1.024325e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -10244395.000000 Penalty: 3722.216309
	Iteration 2Q: 3 clusters Score -1.02444e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -10246166.000000 Penalty: 3722.216309
	Iteration 3Q: 3 clusters Score -1.024617e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -10248970.000000 Penalty: 3722.216309
	Iteration 4F: 3 clusters Score -1.024897e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -10252745.000000 Penalty: 3722.216309
	Iteration 5F: 3 clusters Score -1.025274e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -10257087.000000 Penalty: 3722.216309
	Iteration 6F: 3 clusters Score -1.025709e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -10262015.000000 Penalty: 3722.216309
	Iteration 7F: 3 clusters Score -1.026202e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -10266477.000000 Penalty: 3722.216309
	Iteration 8F: 3 clusters Score -1.026648e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -10269790.000000 Penalty: 3722.216309
	Iteration 9Q: 3 clusters Score -1.026979e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -10271762.000000 Penalty: 3722.216309
	Iteration 10Q: 3 clusters Score -1.027176e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -10272806.000000 Penalty: 3722.216309
	Iteration 11Q: 3 clusters Score -1.027281e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -10273547.000000 Penalty: 3722.216309
	Iteration 12Q: 3 clusters Score -1.027355e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -10274077.000000 Penalty: 3722.216309
	Iteration 13Q: 3 clusters Score -1.027408e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -10274584.000000 Penalty: 3722.216309
	Iteration 14Q: 3 clusters Score -1.027458e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -10275012.000000 Penalty: 3722.216309
	Iteration 15Q: 3 clusters Score -1.027501e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -10275378.000000 Penalty: 3722.216309
	Iteration 16Q: 3 clusters Score -1.027538e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -10275754.000000 Penalty: 3722.216309
	Iteration 17Q: 3 clusters Score -1.027575e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -10276043.000000 Penalty: 3722.216309
	Iteration 18Q: 3 clusters Score -1.027604e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -10276234.000000 Penalty: 3722.216309
	Iteration 19Q: 3 clusters Score -1.027623e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -10276461.000000 Penalty: 3722.216309
	Iteration 20F: 3 clusters Score -1.027646e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -10276659.000000 Penalty: 3722.216309
	Iteration 21Q: 3 clusters Score -1.027666e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -10276876.000000 Penalty: 3722.216309
	Iteration 22Q: 3 clusters Score -1.027688e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -10276990.000000 Penalty: 3722.216309
	Iteration 23Q: 3 clusters Score -1.027699e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -10277134.000000 Penalty: 3722.216309
	Iteration 24Q: 3 clusters Score -1.027713e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -10277240.000000 Penalty: 3722.216309
	Iteration 25Q: 3 clusters Score -1.027724e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -10277350.000000 Penalty: 3722.216309
	Iteration 26Q: 3 clusters Score -1.027735e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -10277453.000000 Penalty: 3722.216309
	Iteration 27Q: 3 clusters Score -1.027745e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -10277548.000000 Penalty: 3722.216309
	Iteration 28Q: 3 clusters Score -1.027755e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -10277696.000000 Penalty: 3722.216309
	Iteration 29Q: 3 clusters Score -1.02777e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -10277781.000000 Penalty: 3722.216309
	Iteration 30Q: 3 clusters Score -1.027778e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -10277814.000000 Penalty: 3722.216309
	Iteration 31Q: 3 clusters Score -1.027781e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 92447 members 
Entering Unmasked Estep 
Score: -10277882.000000 Penalty: 3722.216309
	Iteration 32Q: 3 clusters Score -1.027788e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -10277952.000000 Penalty: 3722.216309
	Iteration 33Q: 3 clusters Score -1.027795e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 92635 members 
Entering Unmasked Estep 
Score: -10277985.000000 Penalty: 3722.216309
	Iteration 34Q: 3 clusters Score -1.027798e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -10278005.000000 Penalty: 3722.216309
	Iteration 35Q: 3 clusters Score -1.0278e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -10278034.000000 Penalty: 3722.216309
	Iteration 36Q: 3 clusters Score -1.027803e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -10278050.000000 Penalty: 3722.216309
	Iteration 37Q: 3 clusters Score -1.027805e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -10278070.000000 Penalty: 3722.216309
	Iteration 38Q: 3 clusters Score -1.027807e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 92945 members 
Entering Unmasked Estep 
Score: -10278094.000000 Penalty: 3722.216309
	Iteration 39Q: 3 clusters Score -1.027809e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -10278099.000000 Penalty: 3722.216309
	Iteration 40F: 3 clusters Score -1.02781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -10278094.000000 Penalty: 3722.216309
	Iteration 41Q: 3 clusters Score -1.027809e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -10278111.000000 Penalty: 3722.216309
	Iteration 42Q: 3 clusters Score -1.027811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -10278126.000000 Penalty: 3722.216309
	Iteration 43Q: 3 clusters Score -1.027813e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
Score: -10278145.000000 Penalty: 3722.216309
	Iteration 44Q: 3 clusters Score -1.027814e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -10278156.000000 Penalty: 3722.216309
	Iteration 45Q: 3 clusters Score -1.027816e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -10278159.000000 Penalty: 3722.216309
	Iteration 46Q: 3 clusters Score -1.027816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -10278169.000000 Penalty: 3722.216309
	Iteration 47Q: 3 clusters Score -1.027817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 93216 members 
Entering Unmasked Estep 
Score: -10278185.000000 Penalty: 3722.216309
	Iteration 48Q: 3 clusters Score -1.027818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -10278188.000000 Penalty: 3722.216309
	Iteration 49Q: 3 clusters Score -1.027819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -10278183.000000 Penalty: 3722.216309
	Iteration 50Q: 3 clusters Score -1.027818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
Score: -10278182.000000 Penalty: 3722.216309
	Iteration 51Q: 3 clusters Score -1.027818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -10278187.000000 Penalty: 3722.216309
	Iteration 52Q: 3 clusters Score -1.027819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -10278201.000000 Penalty: 3722.216309
	Iteration 53Q: 3 clusters Score -1.02782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -10278202.000000 Penalty: 3722.216309
	Iteration 54Q: 3 clusters Score -1.02782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -10278196.000000 Penalty: 3722.216309
	Iteration 55Q: 3 clusters Score -1.02782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -10278204.000000 Penalty: 3722.216309
	Iteration 56Q: 3 clusters Score -1.02782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -10278217.000000 Penalty: 3722.216309
	Iteration 57Q: 3 clusters Score -1.027822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -10278214.000000 Penalty: 3722.216309
	Iteration 58Q: 3 clusters Score -1.027821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -10278208.000000 Penalty: 3722.216309
	Iteration 59Q: 3 clusters Score -1.027821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -10278225.000000 Penalty: 3722.216309
	Iteration 60F: 3 clusters Score -1.027822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -10278230.000000 Penalty: 3722.216309
	Iteration 61Q: 3 clusters Score -1.027823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 93323 members 
Entering Unmasked Estep 
Score: -10278220.000000 Penalty: 3722.216309
	Iteration 62Q: 3 clusters Score -1.027822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -10278218.000000 Penalty: 3722.216309
	Iteration 63Q: 3 clusters Score -1.027822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -10278236.000000 Penalty: 3722.216309
	Iteration 64Q: 3 clusters Score -1.027824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -10278240.000000 Penalty: 3722.216309
	Iteration 65Q: 3 clusters Score -1.027824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -10278242.000000 Penalty: 3722.216309
	Iteration 66Q: 3 clusters Score -1.027824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -10278239.000000 Penalty: 3722.216309
	Iteration 67Q: 3 clusters Score -1.027824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -10278241.000000 Penalty: 3722.216309
	Iteration 68Q: 3 clusters Score -1.027824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -10278239.000000 Penalty: 3722.216309
	Iteration 69Q: 3 clusters Score -1.027824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -10278249.000000 Penalty: 3722.216309
	Iteration 70Q: 3 clusters Score -1.027825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -10278243.000000 Penalty: 3722.216309
	Iteration 71Q: 3 clusters Score -1.027824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -10278243.000000 Penalty: 3722.216309
	Iteration 72F: 3 clusters Score -1.027824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -405974.156250 Penalty: 1351.438477
	Iteration 0F: 2 clusters Score -405974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -402697.625000 Penalty: 2702.876953
	Iteration 0F: 3 clusters Score -402697.6 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -404137.656250 Penalty: 2702.876953
	Iteration 1F: 3 clusters Score -404137.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -404644.593750 Penalty: 2702.876953
	Iteration 2F: 3 clusters Score -404644.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -405208.406250 Penalty: 2702.876953
	Iteration 3F: 3 clusters Score -405208.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -405882.593750 Penalty: 2702.876953
	Iteration 4F: 3 clusters Score -405882.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -406374.093750 Penalty: 2702.876953
	Iteration 5F: 3 clusters Score -406374.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -406671.468750 Penalty: 2702.876953
	Iteration 6F: 3 clusters Score -406671.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -406847.500000 Penalty: 2702.876953
	Iteration 7Q: 3 clusters Score -406847.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -407031.093750 Penalty: 2702.876953
	Iteration 8Q: 3 clusters Score -407031.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -407204.562500 Penalty: 2702.876953
	Iteration 9Q: 3 clusters Score -407204.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -407376.093750 Penalty: 2702.876953
	Iteration 10Q: 3 clusters Score -407376.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -407590.812500 Penalty: 2702.876953
	Iteration 11Q: 3 clusters Score -407590.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -407764.625000 Penalty: 2702.876953
	Iteration 12Q: 3 clusters Score -407764.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -407803.281250 Penalty: 2702.876953
	Iteration 13Q: 3 clusters Score -407803.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -407815.625000 Penalty: 2702.876953
	Iteration 14Q: 3 clusters Score -407815.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -407821.562500 Penalty: 2702.876953
	Iteration 15Q: 3 clusters Score -407821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -407821.781250 Penalty: 2702.876953
	Iteration 16Q: 3 clusters Score -407821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -407824.906250 Penalty: 2702.876953
	Iteration 17Q: 3 clusters Score -407824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -407838.375000 Penalty: 2702.876953
	Iteration 18Q: 3 clusters Score -407838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -407846.562500 Penalty: 2702.876953
	Iteration 19Q: 3 clusters Score -407846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -407890.531250 Penalty: 2702.876953
	Iteration 20F: 3 clusters Score -407890.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -407930.781250 Penalty: 2702.876953
	Iteration 21Q: 3 clusters Score -407930.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -407939.406250 Penalty: 2702.876953
	Iteration 22Q: 3 clusters Score -407939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -407943.593750 Penalty: 2702.876953
	Iteration 23Q: 3 clusters Score -407943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -407947.218750 Penalty: 2702.876953
	Iteration 24Q: 3 clusters Score -407947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -407947.500000 Penalty: 2702.876953
	Iteration 25Q: 3 clusters Score -407947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -407947.500000 Penalty: 2702.876953
	Iteration 26F: 3 clusters Score -407947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 94181 members 
Mstep: Class 3 contains 3503 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 20981 members 
Mstep: Class 7 contains 35598 members 
Mstep: Class 9 contains 180184 members 
Mstep: Class 10 contains 45499 members 
Mstep: Class 11 contains 113030 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 29619 members 
Mstep: Class 14 contains 5390 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 283869 members 
Mstep: Class 21 contains 1714 members 
Entering Unmasked Estep 
Score: -93792424.000000 Penalty: 35598.257812
Splitting cluster 4 changes total score from -93790664.000000 to -93792424.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (20981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Entering Unmasked Estep 
Score: -2313706.250000 Penalty: 1617.098022
	Iteration 0F: 2 clusters Score -2313706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2299436.750000 Penalty: 3234.196045
	Iteration 0F: 3 clusters Score -2299437 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2304827.750000 Penalty: 3234.196045
	Iteration 1F: 3 clusters Score -2304828 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2305378.000000 Penalty: 3234.196045
	Iteration 2F: 3 clusters Score -2305378 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2306029.750000 Penalty: 3234.196045
	Iteration 3F: 3 clusters Score -2306030 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2306794.250000 Penalty: 3234.196045
	Iteration 4F: 3 clusters Score -2306794 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2307781.250000 Penalty: 3234.196045
	Iteration 5F: 3 clusters Score -2307781 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2308903.000000 Penalty: 3234.196045
	Iteration 6F: 3 clusters Score -2308903 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2309854.500000 Penalty: 3234.196045
	Iteration 7F: 3 clusters Score -2309854 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2310382.750000 Penalty: 3234.196045
	Iteration 8Q: 3 clusters Score -2310383 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2310610.750000 Penalty: 3234.196045
	Iteration 9Q: 3 clusters Score -2310611 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2310733.250000 Penalty: 3234.196045
	Iteration 10Q: 3 clusters Score -2310733 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2310822.000000 Penalty: 3234.196045
	Iteration 11Q: 3 clusters Score -2310822 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2310896.000000 Penalty: 3234.196045
	Iteration 12Q: 3 clusters Score -2310896 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2310978.000000 Penalty: 3234.196045
	Iteration 13Q: 3 clusters Score -2310978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2311047.750000 Penalty: 3234.196045
	Iteration 14Q: 3 clusters Score -2311048 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2311103.750000 Penalty: 3234.196045
	Iteration 15Q: 3 clusters Score -2311104 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2311164.500000 Penalty: 3234.196045
	Iteration 16Q: 3 clusters Score -2311164 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2311229.250000 Penalty: 3234.196045
	Iteration 17Q: 3 clusters Score -2311229 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2311310.250000 Penalty: 3234.196045
	Iteration 18Q: 3 clusters Score -2311310 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2311366.500000 Penalty: 3234.196045
	Iteration 19Q: 3 clusters Score -2311366 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2311413.250000 Penalty: 3234.196045
	Iteration 20F: 3 clusters Score -2311413 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2311453.500000 Penalty: 3234.196045
	Iteration 21Q: 3 clusters Score -2311454 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2311494.250000 Penalty: 3234.196045
	Iteration 22Q: 3 clusters Score -2311494 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2311536.250000 Penalty: 3234.196045
	Iteration 23Q: 3 clusters Score -2311536 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2311565.750000 Penalty: 3234.196045
	Iteration 24Q: 3 clusters Score -2311566 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2311595.500000 Penalty: 3234.196045
	Iteration 25Q: 3 clusters Score -2311596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2311631.750000 Penalty: 3234.196045
	Iteration 26Q: 3 clusters Score -2311632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2311667.000000 Penalty: 3234.196045
	Iteration 27Q: 3 clusters Score -2311667 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2311697.250000 Penalty: 3234.196045
	Iteration 28Q: 3 clusters Score -2311697 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2311717.750000 Penalty: 3234.196045
	Iteration 29Q: 3 clusters Score -2311718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2311750.750000 Penalty: 3234.196045
	Iteration 30Q: 3 clusters Score -2311751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2311773.250000 Penalty: 3234.196045
	Iteration 31Q: 3 clusters Score -2311773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2311784.250000 Penalty: 3234.196045
	Iteration 32Q: 3 clusters Score -2311784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2311805.000000 Penalty: 3234.196045
	Iteration 33Q: 3 clusters Score -2311805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2311817.250000 Penalty: 3234.196045
	Iteration 34Q: 3 clusters Score -2311817 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2311835.000000 Penalty: 3234.196045
	Iteration 35Q: 3 clusters Score -2311835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2311860.500000 Penalty: 3234.196045
	Iteration 36Q: 3 clusters Score -2311860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2311872.500000 Penalty: 3234.196045
	Iteration 37Q: 3 clusters Score -2311872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2311885.500000 Penalty: 3234.196045
	Iteration 38Q: 3 clusters Score -2311886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2311911.500000 Penalty: 3234.196045
	Iteration 39Q: 3 clusters Score -2311912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2311931.500000 Penalty: 3234.196045
	Iteration 40F: 3 clusters Score -2311932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2311948.750000 Penalty: 3234.196045
	Iteration 41Q: 3 clusters Score -2311949 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2311963.250000 Penalty: 3234.196045
	Iteration 42Q: 3 clusters Score -2311963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2311978.750000 Penalty: 3234.196045
	Iteration 43Q: 3 clusters Score -2311979 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2312002.750000 Penalty: 3234.196045
	Iteration 44Q: 3 clusters Score -2312003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2312031.250000 Penalty: 3234.196045
	Iteration 45Q: 3 clusters Score -2312031 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2312051.750000 Penalty: 3234.196045
	Iteration 46Q: 3 clusters Score -2312052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2312065.500000 Penalty: 3234.196045
	Iteration 47Q: 3 clusters Score -2312066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2312081.000000 Penalty: 3234.196045
	Iteration 48Q: 3 clusters Score -2312081 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2312101.250000 Penalty: 3234.196045
	Iteration 49Q: 3 clusters Score -2312101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2312114.750000 Penalty: 3234.196045
	Iteration 50Q: 3 clusters Score -2312115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2312117.750000 Penalty: 3234.196045
	Iteration 51Q: 3 clusters Score -2312118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2312129.000000 Penalty: 3234.196045
	Iteration 52Q: 3 clusters Score -2312129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2312137.500000 Penalty: 3234.196045
	Iteration 53Q: 3 clusters Score -2312138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2312139.500000 Penalty: 3234.196045
	Iteration 54Q: 3 clusters Score -2312140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2312147.250000 Penalty: 3234.196045
	Iteration 55Q: 3 clusters Score -2312147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2312163.750000 Penalty: 3234.196045
	Iteration 56Q: 3 clusters Score -2312164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2312182.250000 Penalty: 3234.196045
	Iteration 57Q: 3 clusters Score -2312182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2312188.250000 Penalty: 3234.196045
	Iteration 58Q: 3 clusters Score -2312188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2312190.750000 Penalty: 3234.196045
	Iteration 59Q: 3 clusters Score -2312191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2312189.500000 Penalty: 3234.196045
	Iteration 60F: 3 clusters Score -2312190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2312195.750000 Penalty: 3234.196045
	Iteration 61Q: 3 clusters Score -2312196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2312203.250000 Penalty: 3234.196045
	Iteration 62Q: 3 clusters Score -2312203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2312207.750000 Penalty: 3234.196045
	Iteration 63Q: 3 clusters Score -2312208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2312208.750000 Penalty: 3234.196045
	Iteration 64Q: 3 clusters Score -2312209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2312217.000000 Penalty: 3234.196045
	Iteration 65Q: 3 clusters Score -2312217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2312222.250000 Penalty: 3234.196045
	Iteration 66Q: 3 clusters Score -2312222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2312227.750000 Penalty: 3234.196045
	Iteration 67Q: 3 clusters Score -2312228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2312231.000000 Penalty: 3234.196045
	Iteration 68Q: 3 clusters Score -2312231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2312231.000000 Penalty: 3234.196045
	Iteration 69Q: 3 clusters Score -2312231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2312234.500000 Penalty: 3234.196045
	Iteration 70Q: 3 clusters Score -2312234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2312239.250000 Penalty: 3234.196045
	Iteration 71Q: 3 clusters Score -2312239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2312242.500000 Penalty: 3234.196045
	Iteration 72Q: 3 clusters Score -2312242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2312252.000000 Penalty: 3234.196045
	Iteration 73Q: 3 clusters Score -2312252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2312250.500000 Penalty: 3234.196045
	Iteration 74Q: 3 clusters Score -2312250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2312252.250000 Penalty: 3234.196045
	Iteration 75Q: 3 clusters Score -2312252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2312252.750000 Penalty: 3234.196045
	Iteration 76Q: 3 clusters Score -2312253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2312254.000000 Penalty: 3234.196045
	Iteration 77Q: 3 clusters Score -2312254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2312250.000000 Penalty: 3234.196045
	Iteration 78Q: 3 clusters Score -2312250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2312247.000000 Penalty: 3234.196045
	Iteration 79Q: 3 clusters Score -2312247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2312253.750000 Penalty: 3234.196045
	Iteration 80F: 3 clusters Score -2312254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2312256.000000 Penalty: 3234.196045
	Iteration 81Q: 3 clusters Score -2312256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2312256.250000 Penalty: 3234.196045
	Iteration 82Q: 3 clusters Score -2312256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2312255.750000 Penalty: 3234.196045
	Iteration 83Q: 3 clusters Score -2312256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2312255.000000 Penalty: 3234.196045
	Iteration 84Q: 3 clusters Score -2312255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2312255.750000 Penalty: 3234.196045
	Iteration 85Q: 3 clusters Score -2312256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2312254.500000 Penalty: 3234.196045
	Iteration 86Q: 3 clusters Score -2312254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2312253.250000 Penalty: 3234.196045
	Iteration 87Q: 3 clusters Score -2312253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2312259.000000 Penalty: 3234.196045
	Iteration 88Q: 3 clusters Score -2312259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2312256.750000 Penalty: 3234.196045
	Iteration 89Q: 3 clusters Score -2312257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2312259.250000 Penalty: 3234.196045
	Iteration 90Q: 3 clusters Score -2312259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2312259.000000 Penalty: 3234.196045
	Iteration 91Q: 3 clusters Score -2312259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2312260.000000 Penalty: 3234.196045
	Iteration 92Q: 3 clusters Score -2312260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2312261.000000 Penalty: 3234.196045
	Iteration 93Q: 3 clusters Score -2312261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2312260.000000 Penalty: 3234.196045
	Iteration 94Q: 3 clusters Score -2312260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2312261.000000 Penalty: 3234.196045
	Iteration 95Q: 3 clusters Score -2312261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2312261.000000 Penalty: 3234.196045
	Iteration 96F: 3 clusters Score -2312261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Entering Unmasked Estep 
Score: -3903823.250000 Penalty: 1703.007202
	Iteration 0F: 2 clusters Score -3903823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3880042.000000 Penalty: 3406.014404
	Iteration 0F: 3 clusters Score -3880042 nChanged 16385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3889153.000000 Penalty: 3406.014404
	Iteration 1F: 3 clusters Score -3889153 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3889610.750000 Penalty: 3406.014404
	Iteration 2Q: 3 clusters Score -3889611 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3890140.250000 Penalty: 3406.014404
	Iteration 3Q: 3 clusters Score -3890140 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3890748.750000 Penalty: 3406.014404
	Iteration 4Q: 3 clusters Score -3890749 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3891419.750000 Penalty: 3406.014404
	Iteration 5Q: 3 clusters Score -3891420 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3892279.000000 Penalty: 3406.014404
	Iteration 6Q: 3 clusters Score -3892279 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3893356.000000 Penalty: 3406.014404
	Iteration 7F: 3 clusters Score -3893356 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3894621.500000 Penalty: 3406.014404
	Iteration 8F: 3 clusters Score -3894622 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3895879.750000 Penalty: 3406.014404
	Iteration 9F: 3 clusters Score -3895880 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3896800.000000 Penalty: 3406.014404
	Iteration 10F: 3 clusters Score -3896800 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3897310.500000 Penalty: 3406.014404
	Iteration 11Q: 3 clusters Score -3897310 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3897576.750000 Penalty: 3406.014404
	Iteration 12Q: 3 clusters Score -3897577 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3897746.250000 Penalty: 3406.014404
	Iteration 13Q: 3 clusters Score -3897746 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3897915.500000 Penalty: 3406.014404
	Iteration 14Q: 3 clusters Score -3897916 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3898082.750000 Penalty: 3406.014404
	Iteration 15Q: 3 clusters Score -3898083 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3898264.750000 Penalty: 3406.014404
	Iteration 16Q: 3 clusters Score -3898265 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3898437.250000 Penalty: 3406.014404
	Iteration 17Q: 3 clusters Score -3898437 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3898592.250000 Penalty: 3406.014404
	Iteration 18Q: 3 clusters Score -3898592 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3898800.250000 Penalty: 3406.014404
	Iteration 19Q: 3 clusters Score -3898800 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3898999.500000 Penalty: 3406.014404
	Iteration 20F: 3 clusters Score -3899000 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3899191.750000 Penalty: 3406.014404
	Iteration 21Q: 3 clusters Score -3899192 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3899389.250000 Penalty: 3406.014404
	Iteration 22Q: 3 clusters Score -3899389 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3899593.500000 Penalty: 3406.014404
	Iteration 23Q: 3 clusters Score -3899594 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3899802.250000 Penalty: 3406.014404
	Iteration 24Q: 3 clusters Score -3899802 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3899995.500000 Penalty: 3406.014404
	Iteration 25Q: 3 clusters Score -3899996 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3900176.500000 Penalty: 3406.014404
	Iteration 26Q: 3 clusters Score -3900176 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3900344.250000 Penalty: 3406.014404
	Iteration 27Q: 3 clusters Score -3900344 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3900542.250000 Penalty: 3406.014404
	Iteration 28Q: 3 clusters Score -3900542 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3900687.500000 Penalty: 3406.014404
	Iteration 29Q: 3 clusters Score -3900688 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3900845.000000 Penalty: 3406.014404
	Iteration 30Q: 3 clusters Score -3900845 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3900961.250000 Penalty: 3406.014404
	Iteration 31Q: 3 clusters Score -3900961 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3901076.000000 Penalty: 3406.014404
	Iteration 32Q: 3 clusters Score -3901076 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3901171.000000 Penalty: 3406.014404
	Iteration 33Q: 3 clusters Score -3901171 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3901263.750000 Penalty: 3406.014404
	Iteration 34Q: 3 clusters Score -3901264 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3901356.250000 Penalty: 3406.014404
	Iteration 35Q: 3 clusters Score -3901356 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3901443.500000 Penalty: 3406.014404
	Iteration 36Q: 3 clusters Score -3901444 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3901522.500000 Penalty: 3406.014404
	Iteration 37Q: 3 clusters Score -3901522 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3901611.000000 Penalty: 3406.014404
	Iteration 38Q: 3 clusters Score -3901611 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3901686.250000 Penalty: 3406.014404
	Iteration 39Q: 3 clusters Score -3901686 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3901757.500000 Penalty: 3406.014404
	Iteration 40F: 3 clusters Score -3901758 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3901837.250000 Penalty: 3406.014404
	Iteration 41Q: 3 clusters Score -3901837 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3901902.000000 Penalty: 3406.014404
	Iteration 42Q: 3 clusters Score -3901902 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3901976.500000 Penalty: 3406.014404
	Iteration 43Q: 3 clusters Score -3901976 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3902014.250000 Penalty: 3406.014404
	Iteration 44Q: 3 clusters Score -3902014 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3902058.250000 Penalty: 3406.014404
	Iteration 45Q: 3 clusters Score -3902058 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3902117.000000 Penalty: 3406.014404
	Iteration 46Q: 3 clusters Score -3902117 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3902167.250000 Penalty: 3406.014404
	Iteration 47Q: 3 clusters Score -3902167 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3902215.500000 Penalty: 3406.014404
	Iteration 48Q: 3 clusters Score -3902216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3902250.250000 Penalty: 3406.014404
	Iteration 49Q: 3 clusters Score -3902250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3902280.250000 Penalty: 3406.014404
	Iteration 50Q: 3 clusters Score -3902280 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3902320.250000 Penalty: 3406.014404
	Iteration 51Q: 3 clusters Score -3902320 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3902349.500000 Penalty: 3406.014404
	Iteration 52Q: 3 clusters Score -3902350 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3902381.500000 Penalty: 3406.014404
	Iteration 53Q: 3 clusters Score -3902382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3902395.250000 Penalty: 3406.014404
	Iteration 54Q: 3 clusters Score -3902395 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3902422.000000 Penalty: 3406.014404
	Iteration 55Q: 3 clusters Score -3902422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3902441.250000 Penalty: 3406.014404
	Iteration 56Q: 3 clusters Score -3902441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3902464.250000 Penalty: 3406.014404
	Iteration 57Q: 3 clusters Score -3902464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3902483.000000 Penalty: 3406.014404
	Iteration 58Q: 3 clusters Score -3902483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3902504.750000 Penalty: 3406.014404
	Iteration 59Q: 3 clusters Score -3902505 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3902515.250000 Penalty: 3406.014404
	Iteration 60F: 3 clusters Score -3902515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3902524.000000 Penalty: 3406.014404
	Iteration 61Q: 3 clusters Score -3902524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3902524.250000 Penalty: 3406.014404
	Iteration 62Q: 3 clusters Score -3902524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3902539.250000 Penalty: 3406.014404
	Iteration 63Q: 3 clusters Score -3902539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3902548.000000 Penalty: 3406.014404
	Iteration 64Q: 3 clusters Score -3902548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3902551.500000 Penalty: 3406.014404
	Iteration 65Q: 3 clusters Score -3902552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3902562.750000 Penalty: 3406.014404
	Iteration 66Q: 3 clusters Score -3902563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3902562.750000 Penalty: 3406.014404
	Iteration 67Q: 3 clusters Score -3902563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3902561.750000 Penalty: 3406.014404
	Iteration 68Q: 3 clusters Score -3902562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3902561.000000 Penalty: 3406.014404
	Iteration 69Q: 3 clusters Score -3902561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3902560.250000 Penalty: 3406.014404
	Iteration 70Q: 3 clusters Score -3902560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3902566.750000 Penalty: 3406.014404
	Iteration 71Q: 3 clusters Score -3902567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3902567.500000 Penalty: 3406.014404
	Iteration 72Q: 3 clusters Score -3902568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3902572.500000 Penalty: 3406.014404
	Iteration 73Q: 3 clusters Score -3902572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3902570.750000 Penalty: 3406.014404
	Iteration 74Q: 3 clusters Score -3902571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3902569.500000 Penalty: 3406.014404
	Iteration 75Q: 3 clusters Score -3902570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3902574.000000 Penalty: 3406.014404
	Iteration 76Q: 3 clusters Score -3902574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3902574.500000 Penalty: 3406.014404
	Iteration 77Q: 3 clusters Score -3902574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3902572.250000 Penalty: 3406.014404
	Iteration 78Q: 3 clusters Score -3902572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3902571.750000 Penalty: 3406.014404
	Iteration 79Q: 3 clusters Score -3902572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3902575.750000 Penalty: 3406.014404
	Iteration 80F: 3 clusters Score -3902576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3902582.250000 Penalty: 3406.014404
	Iteration 81Q: 3 clusters Score -3902582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3902581.750000 Penalty: 3406.014404
	Iteration 82Q: 3 clusters Score -3902582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3902583.250000 Penalty: 3406.014404
	Iteration 83Q: 3 clusters Score -3902583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3902583.250000 Penalty: 3406.014404
	Iteration 84F: 3 clusters Score -3902583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (180184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180184 members 
Entering Unmasked Estep 
Score: -19491354.000000 Penalty: 1966.531860
	Iteration 0F: 2 clusters Score -1.949135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -19373642.000000 Penalty: 3933.063721
	Iteration 0F: 3 clusters Score -1.937364e+07 nChanged 86970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -19427592.000000 Penalty: 3933.063721
	Iteration 1F: 3 clusters Score -1.942759e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -19430742.000000 Penalty: 3933.063721
	Iteration 2Q: 3 clusters Score -1.943074e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -19434586.000000 Penalty: 3933.063721
	Iteration 3Q: 3 clusters Score -1.943459e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -19439306.000000 Penalty: 3933.063721
	Iteration 4F: 3 clusters Score -1.943931e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -19445922.000000 Penalty: 3933.063721
	Iteration 5F: 3 clusters Score -1.944592e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85483 members 
Mstep: Class 2 contains 94701 members 
Entering Unmasked Estep 
Score: -19454702.000000 Penalty: 3933.063721
	Iteration 6F: 3 clusters Score -1.94547e+07 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -19463696.000000 Penalty: 3933.063721
	Iteration 7F: 3 clusters Score -1.94637e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -19469422.000000 Penalty: 3933.063721
	Iteration 8F: 3 clusters Score -1.946942e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 87787 members 
Entering Unmasked Estep 
Score: -19471716.000000 Penalty: 3933.063721
	Iteration 9Q: 3 clusters Score -1.947172e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -19472684.000000 Penalty: 3933.063721
	Iteration 10Q: 3 clusters Score -1.947268e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -19473386.000000 Penalty: 3933.063721
	Iteration 11Q: 3 clusters Score -1.947339e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -19474054.000000 Penalty: 3933.063721
	Iteration 12Q: 3 clusters Score -1.947405e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -19474908.000000 Penalty: 3933.063721
	Iteration 13Q: 3 clusters Score -1.947491e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99845 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -19475596.000000 Penalty: 3933.063721
	Iteration 14Q: 3 clusters Score -1.94756e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -19476162.000000 Penalty: 3933.063721
	Iteration 15Q: 3 clusters Score -1.947616e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102305 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -19476854.000000 Penalty: 3933.063721
	Iteration 16Q: 3 clusters Score -1.947685e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -19477366.000000 Penalty: 3933.063721
	Iteration 17Q: 3 clusters Score -1.947737e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -19477706.000000 Penalty: 3933.063721
	Iteration 18Q: 3 clusters Score -1.947771e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105566 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -19478010.000000 Penalty: 3933.063721
	Iteration 19Q: 3 clusters Score -1.947801e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -19478324.000000 Penalty: 3933.063721
	Iteration 20F: 3 clusters Score -1.947832e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -19478586.000000 Penalty: 3933.063721
	Iteration 21Q: 3 clusters Score -1.947859e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -19478826.000000 Penalty: 3933.063721
	Iteration 22Q: 3 clusters Score -1.947883e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 71332 members 
Entering Unmasked Estep 
Score: -19479026.000000 Penalty: 3933.063721
	Iteration 23Q: 3 clusters Score -1.947903e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -19479236.000000 Penalty: 3933.063721
	Iteration 24Q: 3 clusters Score -1.947924e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -19479364.000000 Penalty: 3933.063721
	Iteration 25Q: 3 clusters Score -1.947936e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111037 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -19479432.000000 Penalty: 3933.063721
	Iteration 26Q: 3 clusters Score -1.947943e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111712 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -19479430.000000 Penalty: 3933.063721
	Iteration 27Q: 3 clusters Score -1.947943e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112426 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -19479604.000000 Penalty: 3933.063721
	Iteration 28Q: 3 clusters Score -1.94796e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -19479686.000000 Penalty: 3933.063721
	Iteration 29Q: 3 clusters Score -1.947969e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -19479868.000000 Penalty: 3933.063721
	Iteration 30Q: 3 clusters Score -1.947987e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114401 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -19479978.000000 Penalty: 3933.063721
	Iteration 31Q: 3 clusters Score -1.947998e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115081 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -19480050.000000 Penalty: 3933.063721
	Iteration 32Q: 3 clusters Score -1.948005e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -19480122.000000 Penalty: 3933.063721
	Iteration 33Q: 3 clusters Score -1.948012e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -19480200.000000 Penalty: 3933.063721
	Iteration 34Q: 3 clusters Score -1.94802e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117403 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -19480326.000000 Penalty: 3933.063721
	Iteration 35Q: 3 clusters Score -1.948033e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118191 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -19480404.000000 Penalty: 3933.063721
	Iteration 36Q: 3 clusters Score -1.94804e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118962 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -19480556.000000 Penalty: 3933.063721
	Iteration 37Q: 3 clusters Score -1.948056e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119780 members 
Mstep: Class 2 contains 60404 members 
Entering Unmasked Estep 
Score: -19480658.000000 Penalty: 3933.063721
	Iteration 38Q: 3 clusters Score -1.948066e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120643 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -19480756.000000 Penalty: 3933.063721
	Iteration 39Q: 3 clusters Score -1.948076e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121509 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -19480858.000000 Penalty: 3933.063721
	Iteration 40F: 3 clusters Score -1.948086e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122369 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -19481036.000000 Penalty: 3933.063721
	Iteration 41Q: 3 clusters Score -1.948104e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -19481220.000000 Penalty: 3933.063721
	Iteration 42Q: 3 clusters Score -1.948122e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124153 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -19481300.000000 Penalty: 3933.063721
	Iteration 43Q: 3 clusters Score -1.94813e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125063 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -19481458.000000 Penalty: 3933.063721
	Iteration 44Q: 3 clusters Score -1.948146e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125957 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -19481600.000000 Penalty: 3933.063721
	Iteration 45Q: 3 clusters Score -1.94816e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -19481854.000000 Penalty: 3933.063721
	Iteration 46Q: 3 clusters Score -1.948185e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127740 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -19482056.000000 Penalty: 3933.063721
	Iteration 47Q: 3 clusters Score -1.948206e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128641 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -19482254.000000 Penalty: 3933.063721
	Iteration 48Q: 3 clusters Score -1.948225e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129523 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -19482404.000000 Penalty: 3933.063721
	Iteration 49Q: 3 clusters Score -1.94824e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130514 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -19482602.000000 Penalty: 3933.063721
	Iteration 50Q: 3 clusters Score -1.94826e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131625 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -19482814.000000 Penalty: 3933.063721
	Iteration 51Q: 3 clusters Score -1.948281e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132772 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -19483074.000000 Penalty: 3933.063721
	Iteration 52Q: 3 clusters Score -1.948307e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133929 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -19483218.000000 Penalty: 3933.063721
	Iteration 53Q: 3 clusters Score -1.948322e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135098 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -19483524.000000 Penalty: 3933.063721
	Iteration 54Q: 3 clusters Score -1.948352e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136316 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -19483858.000000 Penalty: 3933.063721
	Iteration 55Q: 3 clusters Score -1.948386e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137535 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -19484144.000000 Penalty: 3933.063721
	Iteration 56Q: 3 clusters Score -1.948414e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -19484442.000000 Penalty: 3933.063721
	Iteration 57Q: 3 clusters Score -1.948444e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139965 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -19484830.000000 Penalty: 3933.063721
	Iteration 58Q: 3 clusters Score -1.948483e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141218 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -19485224.000000 Penalty: 3933.063721
	Iteration 59Q: 3 clusters Score -1.948522e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142439 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -19485516.000000 Penalty: 3933.063721
	Iteration 60F: 3 clusters Score -1.948552e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143717 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -19485956.000000 Penalty: 3933.063721
	Iteration 61Q: 3 clusters Score -1.948596e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -19486274.000000 Penalty: 3933.063721
	Iteration 62Q: 3 clusters Score -1.948627e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146307 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -19486502.000000 Penalty: 3933.063721
	Iteration 63Q: 3 clusters Score -1.94865e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -19486868.000000 Penalty: 3933.063721
	Iteration 64Q: 3 clusters Score -1.948687e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148897 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -19487178.000000 Penalty: 3933.063721
	Iteration 65Q: 3 clusters Score -1.948718e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -19487504.000000 Penalty: 3933.063721
	Iteration 66Q: 3 clusters Score -1.94875e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151405 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -19487736.000000 Penalty: 3933.063721
	Iteration 67Q: 3 clusters Score -1.948774e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -19488080.000000 Penalty: 3933.063721
	Iteration 68Q: 3 clusters Score -1.948808e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -19488386.000000 Penalty: 3933.063721
	Iteration 69Q: 3 clusters Score -1.948839e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -19488754.000000 Penalty: 3933.063721
	Iteration 70Q: 3 clusters Score -1.948875e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -19489024.000000 Penalty: 3933.063721
	Iteration 71Q: 3 clusters Score -1.948902e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -19489252.000000 Penalty: 3933.063721
	Iteration 72Q: 3 clusters Score -1.948925e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -19489500.000000 Penalty: 3933.063721
	Iteration 73Q: 3 clusters Score -1.94895e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -19489710.000000 Penalty: 3933.063721
	Iteration 74Q: 3 clusters Score -1.948971e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -19489980.000000 Penalty: 3933.063721
	Iteration 75Q: 3 clusters Score -1.948998e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161533 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -19490188.000000 Penalty: 3933.063721
	Iteration 76Q: 3 clusters Score -1.949019e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162414 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -19490398.000000 Penalty: 3933.063721
	Iteration 77Q: 3 clusters Score -1.94904e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163233 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -19490650.000000 Penalty: 3933.063721
	Iteration 78Q: 3 clusters Score -1.949065e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164024 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -19490912.000000 Penalty: 3933.063721
	Iteration 79Q: 3 clusters Score -1.949091e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164793 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -19491152.000000 Penalty: 3933.063721
	Iteration 80F: 3 clusters Score -1.949115e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -19491260.000000 Penalty: 3933.063721
	Iteration 81Q: 3 clusters Score -1.949126e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166325 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -19491464.000000 Penalty: 3933.063721
	Iteration 82Q: 3 clusters Score -1.949146e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167110 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -19491638.000000 Penalty: 3933.063721
	Iteration 83Q: 3 clusters Score -1.949164e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -19491788.000000 Penalty: 3933.063721
	Iteration 84Q: 3 clusters Score -1.949179e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -19491848.000000 Penalty: 3933.063721
	Iteration 85Q: 3 clusters Score -1.949185e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169341 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -19491980.000000 Penalty: 3933.063721
	Iteration 86Q: 3 clusters Score -1.949198e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -19492068.000000 Penalty: 3933.063721
	Iteration 87Q: 3 clusters Score -1.949207e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170640 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -19492150.000000 Penalty: 3933.063721
	Iteration 88Q: 3 clusters Score -1.949215e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -19492204.000000 Penalty: 3933.063721
	Iteration 89Q: 3 clusters Score -1.94922e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171735 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -19492154.000000 Penalty: 3933.063721
	Iteration 90Q: 3 clusters Score -1.949215e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172197 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -19492266.000000 Penalty: 3933.063721
	Iteration 91Q: 3 clusters Score -1.949227e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172647 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -19492252.000000 Penalty: 3933.063721
	Iteration 92Q: 3 clusters Score -1.949225e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173032 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -19492286.000000 Penalty: 3933.063721
	Iteration 93Q: 3 clusters Score -1.949229e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173392 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -19492296.000000 Penalty: 3933.063721
	Iteration 94Q: 3 clusters Score -1.94923e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173718 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -19492318.000000 Penalty: 3933.063721
	Iteration 95Q: 3 clusters Score -1.949232e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173993 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -19492274.000000 Penalty: 3933.063721
	Iteration 96Q: 3 clusters Score -1.949227e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174250 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -19492236.000000 Penalty: 3933.063721
	Iteration 97Q: 3 clusters Score -1.949224e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174479 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -19492226.000000 Penalty: 3933.063721
	Iteration 98Q: 3 clusters Score -1.949223e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174679 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -19492212.000000 Penalty: 3933.063721
	Iteration 99Q: 3 clusters Score -1.949221e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174877 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -19492140.000000 Penalty: 3933.063721
	Iteration 100F: 3 clusters Score -1.949214e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -19492170.000000 Penalty: 3933.063721
	Iteration 101Q: 3 clusters Score -1.949217e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175233 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -19492140.000000 Penalty: 3933.063721
	Iteration 102Q: 3 clusters Score -1.949214e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175381 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -19492144.000000 Penalty: 3933.063721
	Iteration 103Q: 3 clusters Score -1.949214e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175509 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -19492106.000000 Penalty: 3933.063721
	Iteration 104Q: 3 clusters Score -1.949211e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -19492062.000000 Penalty: 3933.063721
	Iteration 105Q: 3 clusters Score -1.949206e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175717 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -19492062.000000 Penalty: 3933.063721
	Iteration 106Q: 3 clusters Score -1.949206e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175813 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -19492052.000000 Penalty: 3933.063721
	Iteration 107Q: 3 clusters Score -1.949205e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -19492028.000000 Penalty: 3933.063721
	Iteration 108Q: 3 clusters Score -1.949203e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175996 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -19492012.000000 Penalty: 3933.063721
	Iteration 109Q: 3 clusters Score -1.949201e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176078 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -19492004.000000 Penalty: 3933.063721
	Iteration 110Q: 3 clusters Score -1.9492e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -19491992.000000 Penalty: 3933.063721
	Iteration 111Q: 3 clusters Score -1.949199e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176228 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -19491958.000000 Penalty: 3933.063721
	Iteration 112Q: 3 clusters Score -1.949196e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176292 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -19491946.000000 Penalty: 3933.063721
	Iteration 113Q: 3 clusters Score -1.949195e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176351 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -19491946.000000 Penalty: 3933.063721
	Iteration 114Q: 3 clusters Score -1.949195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176396 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -19491942.000000 Penalty: 3933.063721
	Iteration 115Q: 3 clusters Score -1.949194e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176442 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -19491948.000000 Penalty: 3933.063721
	Iteration 116Q: 3 clusters Score -1.949195e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176477 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -19491944.000000 Penalty: 3933.063721
	Iteration 117Q: 3 clusters Score -1.949194e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176514 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -19491952.000000 Penalty: 3933.063721
	Iteration 118Q: 3 clusters Score -1.949195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176537 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -19491928.000000 Penalty: 3933.063721
	Iteration 119Q: 3 clusters Score -1.949193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176567 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -19491916.000000 Penalty: 3933.063721
	Iteration 120F: 3 clusters Score -1.949192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176587 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -19491882.000000 Penalty: 3933.063721
	Iteration 121Q: 3 clusters Score -1.949188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -19491888.000000 Penalty: 3933.063721
	Iteration 122Q: 3 clusters Score -1.949189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176626 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -19491886.000000 Penalty: 3933.063721
	Iteration 123Q: 3 clusters Score -1.949189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -19491882.000000 Penalty: 3933.063721
	Iteration 124Q: 3 clusters Score -1.949188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176654 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -19491874.000000 Penalty: 3933.063721
	Iteration 125Q: 3 clusters Score -1.949187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176668 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -19491874.000000 Penalty: 3933.063721
	Iteration 126Q: 3 clusters Score -1.949187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176676 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -19491888.000000 Penalty: 3933.063721
	Iteration 127Q: 3 clusters Score -1.949189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176683 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -19491872.000000 Penalty: 3933.063721
	Iteration 128Q: 3 clusters Score -1.949187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -19491886.000000 Penalty: 3933.063721
	Iteration 129Q: 3 clusters Score -1.949189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176692 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -19491886.000000 Penalty: 3933.063721
	Iteration 130Q: 3 clusters Score -1.949189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176694 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -19491890.000000 Penalty: 3933.063721
	Iteration 131Q: 3 clusters Score -1.949189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -19491882.000000 Penalty: 3933.063721
	Iteration 132Q: 3 clusters Score -1.949188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -19491882.000000 Penalty: 3933.063721
	Iteration 133F: 3 clusters Score -1.949188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 94181 members 
Mstep: Class 3 contains 3503 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 20981 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 35598 members 
Mstep: Class 9 contains 176695 members 
Mstep: Class 10 contains 45499 members 
Mstep: Class 11 contains 113030 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 29619 members 
Mstep: Class 14 contains 5390 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 19 contains 283869 members 
Mstep: Class 21 contains 1714 members 
Entering Unmasked Estep 
Score: -93792848.000000 Penalty: 37823.148438
Splitting cluster 9 changes total score from -93790664.000000 to -93792848.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 10 (45499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Entering Unmasked Estep 
Score: -4839838.500000 Penalty: 1742.884888
	Iteration 0F: 2 clusters Score -4839838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -4809438.500000 Penalty: 3485.769775
	Iteration 0F: 3 clusters Score -4809438 nChanged 21322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -4821430.000000 Penalty: 3485.769775
	Iteration 1F: 3 clusters Score -4821430 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4821887.500000 Penalty: 3485.769775
	Iteration 2Q: 3 clusters Score -4821888 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4822416.500000 Penalty: 3485.769775
	Iteration 3Q: 3 clusters Score -4822416 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4822983.000000 Penalty: 3485.769775
	Iteration 4Q: 3 clusters Score -4822983 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4823649.000000 Penalty: 3485.769775
	Iteration 5Q: 3 clusters Score -4823649 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4824693.000000 Penalty: 3485.769775
	Iteration 6Q: 3 clusters Score -4824693 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -4826118.000000 Penalty: 3485.769775
	Iteration 7F: 3 clusters Score -4826118 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4827810.500000 Penalty: 3485.769775
	Iteration 8F: 3 clusters Score -4827810 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -4829592.500000 Penalty: 3485.769775
	Iteration 9F: 3 clusters Score -4829592 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4830875.000000 Penalty: 3485.769775
	Iteration 10Q: 3 clusters Score -4830875 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4831709.000000 Penalty: 3485.769775
	Iteration 11Q: 3 clusters Score -4831709 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -4832166.000000 Penalty: 3485.769775
	Iteration 12Q: 3 clusters Score -4832166 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4832521.500000 Penalty: 3485.769775
	Iteration 13Q: 3 clusters Score -4832522 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4832899.500000 Penalty: 3485.769775
	Iteration 14Q: 3 clusters Score -4832900 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4833304.500000 Penalty: 3485.769775
	Iteration 15Q: 3 clusters Score -4833304 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -4833767.500000 Penalty: 3485.769775
	Iteration 16Q: 3 clusters Score -4833768 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4834303.500000 Penalty: 3485.769775
	Iteration 17Q: 3 clusters Score -4834304 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4834894.000000 Penalty: 3485.769775
	Iteration 18Q: 3 clusters Score -4834894 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4835482.500000 Penalty: 3485.769775
	Iteration 19Q: 3 clusters Score -4835482 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4836077.500000 Penalty: 3485.769775
	Iteration 20F: 3 clusters Score -4836078 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4836671.000000 Penalty: 3485.769775
	Iteration 21Q: 3 clusters Score -4836671 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4837224.000000 Penalty: 3485.769775
	Iteration 22Q: 3 clusters Score -4837224 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4837725.000000 Penalty: 3485.769775
	Iteration 23Q: 3 clusters Score -4837725 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4838059.500000 Penalty: 3485.769775
	Iteration 24Q: 3 clusters Score -4838060 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4838270.500000 Penalty: 3485.769775
	Iteration 25Q: 3 clusters Score -4838270 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4838432.500000 Penalty: 3485.769775
	Iteration 26Q: 3 clusters Score -4838432 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4838541.500000 Penalty: 3485.769775
	Iteration 27Q: 3 clusters Score -4838542 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4838639.000000 Penalty: 3485.769775
	Iteration 28Q: 3 clusters Score -4838639 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4838727.000000 Penalty: 3485.769775
	Iteration 29Q: 3 clusters Score -4838727 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4838787.500000 Penalty: 3485.769775
	Iteration 30Q: 3 clusters Score -4838788 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4838844.000000 Penalty: 3485.769775
	Iteration 31Q: 3 clusters Score -4838844 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4838878.500000 Penalty: 3485.769775
	Iteration 32Q: 3 clusters Score -4838878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4838894.500000 Penalty: 3485.769775
	Iteration 33Q: 3 clusters Score -4838894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4838918.500000 Penalty: 3485.769775
	Iteration 34Q: 3 clusters Score -4838918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4838927.500000 Penalty: 3485.769775
	Iteration 35Q: 3 clusters Score -4838928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4838935.000000 Penalty: 3485.769775
	Iteration 36Q: 3 clusters Score -4838935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4838940.500000 Penalty: 3485.769775
	Iteration 37Q: 3 clusters Score -4838940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4838947.000000 Penalty: 3485.769775
	Iteration 38Q: 3 clusters Score -4838947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4838952.500000 Penalty: 3485.769775
	Iteration 39Q: 3 clusters Score -4838952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4839000.500000 Penalty: 3485.769775
	Iteration 40F: 3 clusters Score -4839000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4839024.000000 Penalty: 3485.769775
	Iteration 41Q: 3 clusters Score -4839024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4839049.000000 Penalty: 3485.769775
	Iteration 42Q: 3 clusters Score -4839049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4839059.500000 Penalty: 3485.769775
	Iteration 43Q: 3 clusters Score -4839060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4839067.500000 Penalty: 3485.769775
	Iteration 44Q: 3 clusters Score -4839068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4839068.500000 Penalty: 3485.769775
	Iteration 45Q: 3 clusters Score -4839068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4839066.000000 Penalty: 3485.769775
	Iteration 46Q: 3 clusters Score -4839066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4839075.000000 Penalty: 3485.769775
	Iteration 47Q: 3 clusters Score -4839075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4839079.500000 Penalty: 3485.769775
	Iteration 48Q: 3 clusters Score -4839080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4839075.000000 Penalty: 3485.769775
	Iteration 49Q: 3 clusters Score -4839075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4839072.500000 Penalty: 3485.769775
	Iteration 50Q: 3 clusters Score -4839072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4839074.500000 Penalty: 3485.769775
	Iteration 51Q: 3 clusters Score -4839074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4839078.000000 Penalty: 3485.769775
	Iteration 52Q: 3 clusters Score -4839078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4839083.500000 Penalty: 3485.769775
	Iteration 53Q: 3 clusters Score -4839084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4839077.500000 Penalty: 3485.769775
	Iteration 54Q: 3 clusters Score -4839078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4839073.500000 Penalty: 3485.769775
	Iteration 55Q: 3 clusters Score -4839074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4839078.000000 Penalty: 3485.769775
	Iteration 56Q: 3 clusters Score -4839078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4839079.000000 Penalty: 3485.769775
	Iteration 57Q: 3 clusters Score -4839079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4839078.000000 Penalty: 3485.769775
	Iteration 58Q: 3 clusters Score -4839078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4839082.500000 Penalty: 3485.769775
	Iteration 59Q: 3 clusters Score -4839082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4839085.000000 Penalty: 3485.769775
	Iteration 60F: 3 clusters Score -4839085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4839078.000000 Penalty: 3485.769775
	Iteration 61Q: 3 clusters Score -4839078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4839078.000000 Penalty: 3485.769775
	Iteration 62F: 3 clusters Score -4839078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (113030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113030 members 
Entering Unmasked Estep 
Score: -12131880.000000 Penalty: 1890.753906
	Iteration 0F: 2 clusters Score -1.213188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -12056055.000000 Penalty: 3781.507812
	Iteration 0F: 3 clusters Score -1.205606e+07 nChanged 54305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -12087771.000000 Penalty: 3781.507812
	Iteration 1F: 3 clusters Score -1.208777e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -12088621.000000 Penalty: 3781.507812
	Iteration 2Q: 3 clusters Score -1.208862e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -12089711.000000 Penalty: 3781.507812
	Iteration 3Q: 3 clusters Score -1.208971e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -12091534.000000 Penalty: 3781.507812
	Iteration 4Q: 3 clusters Score -1.209153e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -12094794.000000 Penalty: 3781.507812
	Iteration 5F: 3 clusters Score -1.209479e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -12100034.000000 Penalty: 3781.507812
	Iteration 6F: 3 clusters Score -1.210003e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -12107606.000000 Penalty: 3781.507812
	Iteration 7F: 3 clusters Score -1.210761e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -12115733.000000 Penalty: 3781.507812
	Iteration 8F: 3 clusters Score -1.211573e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -12121793.000000 Penalty: 3781.507812
	Iteration 9F: 3 clusters Score -1.212179e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -12125407.000000 Penalty: 3781.507812
	Iteration 10Q: 3 clusters Score -1.212541e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107652 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -12127338.000000 Penalty: 3781.507812
	Iteration 11Q: 3 clusters Score -1.212734e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -12128320.000000 Penalty: 3781.507812
	Iteration 12Q: 3 clusters Score -1.212832e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -12128948.000000 Penalty: 3781.507812
	Iteration 13Q: 3 clusters Score -1.212895e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110871 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -12129372.000000 Penalty: 3781.507812
	Iteration 14Q: 3 clusters Score -1.212937e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -12129626.000000 Penalty: 3781.507812
	Iteration 15Q: 3 clusters Score -1.212963e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111641 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12129778.000000 Penalty: 3781.507812
	Iteration 16Q: 3 clusters Score -1.212978e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12129895.000000 Penalty: 3781.507812
	Iteration 17Q: 3 clusters Score -1.21299e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112019 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -12129978.000000 Penalty: 3781.507812
	Iteration 18Q: 3 clusters Score -1.212998e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12130023.000000 Penalty: 3781.507812
	Iteration 19Q: 3 clusters Score -1.213002e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112214 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12130081.000000 Penalty: 3781.507812
	Iteration 20F: 3 clusters Score -1.213008e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12130111.000000 Penalty: 3781.507812
	Iteration 21Q: 3 clusters Score -1.213011e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112349 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12130158.000000 Penalty: 3781.507812
	Iteration 22Q: 3 clusters Score -1.213016e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12130177.000000 Penalty: 3781.507812
	Iteration 23Q: 3 clusters Score -1.213018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112413 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12130193.000000 Penalty: 3781.507812
	Iteration 24Q: 3 clusters Score -1.213019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112434 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12130212.000000 Penalty: 3781.507812
	Iteration 25Q: 3 clusters Score -1.213021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112459 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12130211.000000 Penalty: 3781.507812
	Iteration 26Q: 3 clusters Score -1.213021e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12130229.000000 Penalty: 3781.507812
	Iteration 27Q: 3 clusters Score -1.213023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112492 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12130243.000000 Penalty: 3781.507812
	Iteration 28Q: 3 clusters Score -1.213024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12130257.000000 Penalty: 3781.507812
	Iteration 29Q: 3 clusters Score -1.213026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112535 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12130280.000000 Penalty: 3781.507812
	Iteration 30Q: 3 clusters Score -1.213028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112551 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12130297.000000 Penalty: 3781.507812
	Iteration 31Q: 3 clusters Score -1.21303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12130314.000000 Penalty: 3781.507812
	Iteration 32Q: 3 clusters Score -1.213031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12130319.000000 Penalty: 3781.507812
	Iteration 33Q: 3 clusters Score -1.213032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112574 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12130317.000000 Penalty: 3781.507812
	Iteration 34Q: 3 clusters Score -1.213032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112577 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12130323.000000 Penalty: 3781.507812
	Iteration 35Q: 3 clusters Score -1.213032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112582 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12130325.000000 Penalty: 3781.507812
	Iteration 36Q: 3 clusters Score -1.213032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112584 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12130324.000000 Penalty: 3781.507812
	Iteration 37Q: 3 clusters Score -1.213032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112587 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12130326.000000 Penalty: 3781.507812
	Iteration 38Q: 3 clusters Score -1.213033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112590 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12130326.000000 Penalty: 3781.507812
	Iteration 39Q: 3 clusters Score -1.213033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12130330.000000 Penalty: 3781.507812
	Iteration 40F: 3 clusters Score -1.213033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -548893.875000 Penalty: 1378.624512
	Iteration 0F: 2 clusters Score -548893.9 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 2358 members 
Entering Unmasked Estep 
Score: -545017.125000 Penalty: 2757.249023
	Iteration 0F: 3 clusters Score -545017.1 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -546051.500000 Penalty: 2757.249023
	Iteration 1F: 3 clusters Score -546051.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -546206.250000 Penalty: 2757.249023
	Iteration 2F: 3 clusters Score -546206.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -546325.500000 Penalty: 2757.249023
	Iteration 3Q: 3 clusters Score -546325.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -546431.375000 Penalty: 2757.249023
	Iteration 4Q: 3 clusters Score -546431.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -546543.375000 Penalty: 2757.249023
	Iteration 5Q: 3 clusters Score -546543.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -546682.875000 Penalty: 2757.249023
	Iteration 6Q: 3 clusters Score -546682.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -546815.812500 Penalty: 2757.249023
	Iteration 7Q: 3 clusters Score -546815.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -546942.812500 Penalty: 2757.249023
	Iteration 8Q: 3 clusters Score -546942.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -547086.375000 Penalty: 2757.249023
	Iteration 9Q: 3 clusters Score -547086.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -547205.437500 Penalty: 2757.249023
	Iteration 10Q: 3 clusters Score -547205.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -547313.000000 Penalty: 2757.249023
	Iteration 11Q: 3 clusters Score -547313 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -547398.375000 Penalty: 2757.249023
	Iteration 12Q: 3 clusters Score -547398.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -547475.625000 Penalty: 2757.249023
	Iteration 13Q: 3 clusters Score -547475.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -547535.500000 Penalty: 2757.249023
	Iteration 14Q: 3 clusters Score -547535.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -547572.125000 Penalty: 2757.249023
	Iteration 15Q: 3 clusters Score -547572.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -547591.062500 Penalty: 2757.249023
	Iteration 16Q: 3 clusters Score -547591.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -547602.000000 Penalty: 2757.249023
	Iteration 17Q: 3 clusters Score -547602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -547613.187500 Penalty: 2757.249023
	Iteration 18Q: 3 clusters Score -547613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -547622.687500 Penalty: 2757.249023
	Iteration 19Q: 3 clusters Score -547622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -547627.937500 Penalty: 2757.249023
	Iteration 20F: 3 clusters Score -547627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -547634.000000 Penalty: 2757.249023
	Iteration 21Q: 3 clusters Score -547634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -547644.062500 Penalty: 2757.249023
	Iteration 22Q: 3 clusters Score -547644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -547651.187500 Penalty: 2757.249023
	Iteration 23Q: 3 clusters Score -547651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -547658.250000 Penalty: 2757.249023
	Iteration 24Q: 3 clusters Score -547658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -547668.812500 Penalty: 2757.249023
	Iteration 25Q: 3 clusters Score -547668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -547676.375000 Penalty: 2757.249023
	Iteration 26Q: 3 clusters Score -547676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -547679.312500 Penalty: 2757.249023
	Iteration 27Q: 3 clusters Score -547679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -547682.500000 Penalty: 2757.249023
	Iteration 28Q: 3 clusters Score -547682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -547684.312500 Penalty: 2757.249023
	Iteration 29Q: 3 clusters Score -547684.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -547684.437500 Penalty: 2757.249023
	Iteration 30Q: 3 clusters Score -547684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -547685.937500 Penalty: 2757.249023
	Iteration 31Q: 3 clusters Score -547685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -547689.437500 Penalty: 2757.249023
	Iteration 32Q: 3 clusters Score -547689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -547692.437500 Penalty: 2757.249023
	Iteration 33Q: 3 clusters Score -547692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -547694.250000 Penalty: 2757.249023
	Iteration 34Q: 3 clusters Score -547694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -547698.250000 Penalty: 2757.249023
	Iteration 35Q: 3 clusters Score -547698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -547700.687500 Penalty: 2757.249023
	Iteration 36Q: 3 clusters Score -547700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -547701.562500 Penalty: 2757.249023
	Iteration 37Q: 3 clusters Score -547701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -547707.437500 Penalty: 2757.249023
	Iteration 38Q: 3 clusters Score -547707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -547710.750000 Penalty: 2757.249023
	Iteration 39Q: 3 clusters Score -547710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -547714.187500 Penalty: 2757.249023
	Iteration 40F: 3 clusters Score -547714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -547715.500000 Penalty: 2757.249023
	Iteration 41Q: 3 clusters Score -547715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -547718.250000 Penalty: 2757.249023
	Iteration 42Q: 3 clusters Score -547718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -547719.562500 Penalty: 2757.249023
	Iteration 43Q: 3 clusters Score -547719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -547722.500000 Penalty: 2757.249023
	Iteration 44Q: 3 clusters Score -547722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -547722.687500 Penalty: 2757.249023
	Iteration 45Q: 3 clusters Score -547722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -547722.687500 Penalty: 2757.249023
	Iteration 46F: 3 clusters Score -547722.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Entering Unmasked Estep 
Score: -3269420.250000 Penalty: 1673.127808
	Iteration 0F: 2 clusters Score -3269420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3249519.250000 Penalty: 3346.255615
	Iteration 0F: 3 clusters Score -3249519 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3257054.500000 Penalty: 3346.255615
	Iteration 1F: 3 clusters Score -3257054 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3257431.500000 Penalty: 3346.255615
	Iteration 2Q: 3 clusters Score -3257432 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3257756.250000 Penalty: 3346.255615
	Iteration 3Q: 3 clusters Score -3257756 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3258064.750000 Penalty: 3346.255615
	Iteration 4Q: 3 clusters Score -3258065 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3258429.000000 Penalty: 3346.255615
	Iteration 5Q: 3 clusters Score -3258429 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3258889.750000 Penalty: 3346.255615
	Iteration 6Q: 3 clusters Score -3258890 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -3259531.000000 Penalty: 3346.255615
	Iteration 7Q: 3 clusters Score -3259531 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3260388.000000 Penalty: 3346.255615
	Iteration 8Q: 3 clusters Score -3260388 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3261469.750000 Penalty: 3346.255615
	Iteration 9F: 3 clusters Score -3261470 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3262765.500000 Penalty: 3346.255615
	Iteration 10F: 3 clusters Score -3262766 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3264123.250000 Penalty: 3346.255615
	Iteration 11F: 3 clusters Score -3264123 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3265340.000000 Penalty: 3346.255615
	Iteration 12F: 3 clusters Score -3265340 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3266296.500000 Penalty: 3346.255615
	Iteration 13Q: 3 clusters Score -3266296 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3266941.250000 Penalty: 3346.255615
	Iteration 14Q: 3 clusters Score -3266941 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3267355.000000 Penalty: 3346.255615
	Iteration 15Q: 3 clusters Score -3267355 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3267605.500000 Penalty: 3346.255615
	Iteration 16Q: 3 clusters Score -3267606 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3267750.250000 Penalty: 3346.255615
	Iteration 17Q: 3 clusters Score -3267750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3267824.500000 Penalty: 3346.255615
	Iteration 18Q: 3 clusters Score -3267824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3267861.000000 Penalty: 3346.255615
	Iteration 19Q: 3 clusters Score -3267861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3267882.000000 Penalty: 3346.255615
	Iteration 20F: 3 clusters Score -3267882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3267897.500000 Penalty: 3346.255615
	Iteration 21Q: 3 clusters Score -3267898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3267919.750000 Penalty: 3346.255615
	Iteration 22Q: 3 clusters Score -3267920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3267926.250000 Penalty: 3346.255615
	Iteration 23Q: 3 clusters Score -3267926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3267930.500000 Penalty: 3346.255615
	Iteration 24Q: 3 clusters Score -3267930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3267932.750000 Penalty: 3346.255615
	Iteration 25Q: 3 clusters Score -3267933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3267934.000000 Penalty: 3346.255615
	Iteration 26Q: 3 clusters Score -3267934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3267935.500000 Penalty: 3346.255615
	Iteration 27Q: 3 clusters Score -3267936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3267935.500000 Penalty: 3346.255615
	Iteration 28F: 3 clusters Score -3267936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Entering Unmasked Estep 
Score: -590396.125000 Penalty: 1396.248779
	Iteration 0F: 2 clusters Score -590396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -586172.062500 Penalty: 2792.497559
	Iteration 0F: 3 clusters Score -586172.1 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -587399.000000 Penalty: 2792.497559
	Iteration 1F: 3 clusters Score -587399 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -587631.375000 Penalty: 2792.497559
	Iteration 2F: 3 clusters Score -587631.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -587794.062500 Penalty: 2792.497559
	Iteration 3F: 3 clusters Score -587794.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -587948.000000 Penalty: 2792.497559
	Iteration 4Q: 3 clusters Score -587948 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -588089.312500 Penalty: 2792.497559
	Iteration 5Q: 3 clusters Score -588089.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -588236.437500 Penalty: 2792.497559
	Iteration 6Q: 3 clusters Score -588236.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -588392.437500 Penalty: 2792.497559
	Iteration 7Q: 3 clusters Score -588392.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -588553.250000 Penalty: 2792.497559
	Iteration 8Q: 3 clusters Score -588553.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -588680.812500 Penalty: 2792.497559
	Iteration 9Q: 3 clusters Score -588680.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -588767.500000 Penalty: 2792.497559
	Iteration 10Q: 3 clusters Score -588767.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -588834.687500 Penalty: 2792.497559
	Iteration 11Q: 3 clusters Score -588834.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -588887.250000 Penalty: 2792.497559
	Iteration 12Q: 3 clusters Score -588887.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -588919.875000 Penalty: 2792.497559
	Iteration 13Q: 3 clusters Score -588919.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -588951.062500 Penalty: 2792.497559
	Iteration 14Q: 3 clusters Score -588951.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -588978.000000 Penalty: 2792.497559
	Iteration 15Q: 3 clusters Score -588978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -589005.937500 Penalty: 2792.497559
	Iteration 16Q: 3 clusters Score -589005.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -589034.000000 Penalty: 2792.497559
	Iteration 17Q: 3 clusters Score -589034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -589054.250000 Penalty: 2792.497559
	Iteration 18Q: 3 clusters Score -589054.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -589076.187500 Penalty: 2792.497559
	Iteration 19Q: 3 clusters Score -589076.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -589099.312500 Penalty: 2792.497559
	Iteration 20F: 3 clusters Score -589099.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -589114.750000 Penalty: 2792.497559
	Iteration 21Q: 3 clusters Score -589114.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -589128.500000 Penalty: 2792.497559
	Iteration 22Q: 3 clusters Score -589128.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -589141.062500 Penalty: 2792.497559
	Iteration 23Q: 3 clusters Score -589141.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -589150.687500 Penalty: 2792.497559
	Iteration 24Q: 3 clusters Score -589150.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -589161.437500 Penalty: 2792.497559
	Iteration 25Q: 3 clusters Score -589161.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -589172.125000 Penalty: 2792.497559
	Iteration 26Q: 3 clusters Score -589172.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -589187.000000 Penalty: 2792.497559
	Iteration 27Q: 3 clusters Score -589187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -589197.937500 Penalty: 2792.497559
	Iteration 28Q: 3 clusters Score -589197.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -589206.687500 Penalty: 2792.497559
	Iteration 29Q: 3 clusters Score -589206.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -589215.062500 Penalty: 2792.497559
	Iteration 30Q: 3 clusters Score -589215.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -589220.187500 Penalty: 2792.497559
	Iteration 31Q: 3 clusters Score -589220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -589225.250000 Penalty: 2792.497559
	Iteration 32Q: 3 clusters Score -589225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -589228.937500 Penalty: 2792.497559
	Iteration 33Q: 3 clusters Score -589228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -589234.000000 Penalty: 2792.497559
	Iteration 34Q: 3 clusters Score -589234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -589238.375000 Penalty: 2792.497559
	Iteration 35Q: 3 clusters Score -589238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -589243.812500 Penalty: 2792.497559
	Iteration 36Q: 3 clusters Score -589243.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -589248.750000 Penalty: 2792.497559
	Iteration 37Q: 3 clusters Score -589248.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -589254.750000 Penalty: 2792.497559
	Iteration 38Q: 3 clusters Score -589254.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -589260.250000 Penalty: 2792.497559
	Iteration 39Q: 3 clusters Score -589260.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -589265.125000 Penalty: 2792.497559
	Iteration 40F: 3 clusters Score -589265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -589269.750000 Penalty: 2792.497559
	Iteration 41Q: 3 clusters Score -589269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -589273.375000 Penalty: 2792.497559
	Iteration 42Q: 3 clusters Score -589273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -589275.187500 Penalty: 2792.497559
	Iteration 43Q: 3 clusters Score -589275.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -589280.000000 Penalty: 2792.497559
	Iteration 44Q: 3 clusters Score -589280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -589282.000000 Penalty: 2792.497559
	Iteration 45Q: 3 clusters Score -589282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -589283.312500 Penalty: 2792.497559
	Iteration 46Q: 3 clusters Score -589283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -589282.937500 Penalty: 2792.497559
	Iteration 47Q: 3 clusters Score -589282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -589284.562500 Penalty: 2792.497559
	Iteration 48Q: 3 clusters Score -589284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -589286.000000 Penalty: 2792.497559
	Iteration 49Q: 3 clusters Score -589286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -589286.250000 Penalty: 2792.497559
	Iteration 50Q: 3 clusters Score -589286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -589286.250000 Penalty: 2792.497559
	Iteration 51F: 3 clusters Score -589286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Entering Unmasked Estep 
Score: -1098048.250000 Penalty: 1493.629395
	Iteration 0F: 2 clusters Score -1098048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1091069.000000 Penalty: 2987.258789
	Iteration 0F: 3 clusters Score -1091069 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1093331.500000 Penalty: 2987.258789
	Iteration 1F: 3 clusters Score -1093332 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1093580.750000 Penalty: 2987.258789
	Iteration 2F: 3 clusters Score -1093581 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1093768.875000 Penalty: 2987.258789
	Iteration 3Q: 3 clusters Score -1093769 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1093931.500000 Penalty: 2987.258789
	Iteration 4Q: 3 clusters Score -1093932 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1094085.500000 Penalty: 2987.258789
	Iteration 5Q: 3 clusters Score -1094086 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1094260.250000 Penalty: 2987.258789
	Iteration 6Q: 3 clusters Score -1094260 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1094507.625000 Penalty: 2987.258789
	Iteration 7Q: 3 clusters Score -1094508 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1094757.875000 Penalty: 2987.258789
	Iteration 8Q: 3 clusters Score -1094758 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1095037.625000 Penalty: 2987.258789
	Iteration 9Q: 3 clusters Score -1095038 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1095320.000000 Penalty: 2987.258789
	Iteration 10Q: 3 clusters Score -1095320 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1095512.625000 Penalty: 2987.258789
	Iteration 11Q: 3 clusters Score -1095513 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1095643.625000 Penalty: 2987.258789
	Iteration 12Q: 3 clusters Score -1095644 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1095739.000000 Penalty: 2987.258789
	Iteration 13Q: 3 clusters Score -1095739 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1095802.625000 Penalty: 2987.258789
	Iteration 14Q: 3 clusters Score -1095803 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1095847.625000 Penalty: 2987.258789
	Iteration 15Q: 3 clusters Score -1095848 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1095884.250000 Penalty: 2987.258789
	Iteration 16Q: 3 clusters Score -1095884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1095904.875000 Penalty: 2987.258789
	Iteration 17Q: 3 clusters Score -1095905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1095929.500000 Penalty: 2987.258789
	Iteration 18Q: 3 clusters Score -1095930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1095955.875000 Penalty: 2987.258789
	Iteration 19Q: 3 clusters Score -1095956 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1095973.375000 Penalty: 2987.258789
	Iteration 20F: 3 clusters Score -1095973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1095991.500000 Penalty: 2987.258789
	Iteration 21Q: 3 clusters Score -1095992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1096009.875000 Penalty: 2987.258789
	Iteration 22Q: 3 clusters Score -1096010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1096022.250000 Penalty: 2987.258789
	Iteration 23Q: 3 clusters Score -1096022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1096027.375000 Penalty: 2987.258789
	Iteration 24Q: 3 clusters Score -1096027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1096039.750000 Penalty: 2987.258789
	Iteration 25Q: 3 clusters Score -1096040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1096047.750000 Penalty: 2987.258789
	Iteration 26Q: 3 clusters Score -1096048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1096062.500000 Penalty: 2987.258789
	Iteration 27Q: 3 clusters Score -1096062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1096069.000000 Penalty: 2987.258789
	Iteration 28Q: 3 clusters Score -1096069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1096077.625000 Penalty: 2987.258789
	Iteration 29Q: 3 clusters Score -1096078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1096085.375000 Penalty: 2987.258789
	Iteration 30Q: 3 clusters Score -1096085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1096092.375000 Penalty: 2987.258789
	Iteration 31Q: 3 clusters Score -1096092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1096093.125000 Penalty: 2987.258789
	Iteration 32Q: 3 clusters Score -1096093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1096096.625000 Penalty: 2987.258789
	Iteration 33Q: 3 clusters Score -1096097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1096101.500000 Penalty: 2987.258789
	Iteration 34Q: 3 clusters Score -1096102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1096105.625000 Penalty: 2987.258789
	Iteration 35Q: 3 clusters Score -1096106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1096109.125000 Penalty: 2987.258789
	Iteration 36Q: 3 clusters Score -1096109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1096113.375000 Penalty: 2987.258789
	Iteration 37Q: 3 clusters Score -1096113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1096117.000000 Penalty: 2987.258789
	Iteration 38Q: 3 clusters Score -1096117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1096120.000000 Penalty: 2987.258789
	Iteration 39Q: 3 clusters Score -1096120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1096124.375000 Penalty: 2987.258789
	Iteration 40F: 3 clusters Score -1096124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1096127.750000 Penalty: 2987.258789
	Iteration 41Q: 3 clusters Score -1096128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1096132.250000 Penalty: 2987.258789
	Iteration 42Q: 3 clusters Score -1096132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1096133.125000 Penalty: 2987.258789
	Iteration 43Q: 3 clusters Score -1096133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1096140.500000 Penalty: 2987.258789
	Iteration 44Q: 3 clusters Score -1096140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1096139.500000 Penalty: 2987.258789
	Iteration 45Q: 3 clusters Score -1096140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1096146.625000 Penalty: 2987.258789
	Iteration 46Q: 3 clusters Score -1096147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1096155.875000 Penalty: 2987.258789
	Iteration 47Q: 3 clusters Score -1096156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1096158.250000 Penalty: 2987.258789
	Iteration 48Q: 3 clusters Score -1096158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1096164.125000 Penalty: 2987.258789
	Iteration 49Q: 3 clusters Score -1096164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1096165.250000 Penalty: 2987.258789
	Iteration 50Q: 3 clusters Score -1096165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1096166.875000 Penalty: 2987.258789
	Iteration 51Q: 3 clusters Score -1096167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1096167.375000 Penalty: 2987.258789
	Iteration 52Q: 3 clusters Score -1096167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1096165.375000 Penalty: 2987.258789
	Iteration 53Q: 3 clusters Score -1096165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1096167.375000 Penalty: 2987.258789
	Iteration 54Q: 3 clusters Score -1096167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1096167.625000 Penalty: 2987.258789
	Iteration 55Q: 3 clusters Score -1096168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1096168.625000 Penalty: 2987.258789
	Iteration 56Q: 3 clusters Score -1096169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1096169.625000 Penalty: 2987.258789
	Iteration 57Q: 3 clusters Score -1096170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1096172.625000 Penalty: 2987.258789
	Iteration 58Q: 3 clusters Score -1096173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1096172.000000 Penalty: 2987.258789
	Iteration 59Q: 3 clusters Score -1096172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1096174.500000 Penalty: 2987.258789
	Iteration 60F: 3 clusters Score -1096174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1096174.875000 Penalty: 2987.258789
	Iteration 61Q: 3 clusters Score -1096175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1096175.500000 Penalty: 2987.258789
	Iteration 62Q: 3 clusters Score -1096176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1096175.250000 Penalty: 2987.258789
	Iteration 63Q: 3 clusters Score -1096175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1096175.250000 Penalty: 2987.258789
	Iteration 64F: 3 clusters Score -1096175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Entering Unmasked Estep 
Score: -2176215.250000 Penalty: 1617.376587
	Iteration 0F: 2 clusters Score -2176215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2161982.500000 Penalty: 3234.753174
	Iteration 0F: 3 clusters Score -2161982 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2167313.500000 Penalty: 3234.753174
	Iteration 1F: 3 clusters Score -2167314 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2167862.500000 Penalty: 3234.753174
	Iteration 2F: 3 clusters Score -2167862 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2168445.500000 Penalty: 3234.753174
	Iteration 3Q: 3 clusters Score -2168446 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2169148.750000 Penalty: 3234.753174
	Iteration 4Q: 3 clusters Score -2169149 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2169890.750000 Penalty: 3234.753174
	Iteration 5Q: 3 clusters Score -2169891 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2170656.500000 Penalty: 3234.753174
	Iteration 6F: 3 clusters Score -2170656 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2171520.500000 Penalty: 3234.753174
	Iteration 7F: 3 clusters Score -2171520 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2172558.750000 Penalty: 3234.753174
	Iteration 8F: 3 clusters Score -2172559 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2173494.750000 Penalty: 3234.753174
	Iteration 9F: 3 clusters Score -2173495 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2174347.500000 Penalty: 3234.753174
	Iteration 10F: 3 clusters Score -2174348 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2174978.250000 Penalty: 3234.753174
	Iteration 11F: 3 clusters Score -2174978 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2175417.500000 Penalty: 3234.753174
	Iteration 12Q: 3 clusters Score -2175418 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2175724.750000 Penalty: 3234.753174
	Iteration 13Q: 3 clusters Score -2175725 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2175916.750000 Penalty: 3234.753174
	Iteration 14Q: 3 clusters Score -2175917 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2176028.750000 Penalty: 3234.753174
	Iteration 15Q: 3 clusters Score -2176029 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2176095.250000 Penalty: 3234.753174
	Iteration 16Q: 3 clusters Score -2176095 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2176142.000000 Penalty: 3234.753174
	Iteration 17Q: 3 clusters Score -2176142 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2176177.250000 Penalty: 3234.753174
	Iteration 18Q: 3 clusters Score -2176177 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2176218.250000 Penalty: 3234.753174
	Iteration 19Q: 3 clusters Score -2176218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2176259.250000 Penalty: 3234.753174
	Iteration 20F: 3 clusters Score -2176259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2176290.250000 Penalty: 3234.753174
	Iteration 21Q: 3 clusters Score -2176290 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2176322.750000 Penalty: 3234.753174
	Iteration 22Q: 3 clusters Score -2176323 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2176365.250000 Penalty: 3234.753174
	Iteration 23Q: 3 clusters Score -2176365 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2176387.500000 Penalty: 3234.753174
	Iteration 24Q: 3 clusters Score -2176388 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2176410.000000 Penalty: 3234.753174
	Iteration 25Q: 3 clusters Score -2176410 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2176431.750000 Penalty: 3234.753174
	Iteration 26Q: 3 clusters Score -2176432 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2176454.750000 Penalty: 3234.753174
	Iteration 27Q: 3 clusters Score -2176455 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2176476.750000 Penalty: 3234.753174
	Iteration 28Q: 3 clusters Score -2176477 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2176501.500000 Penalty: 3234.753174
	Iteration 29Q: 3 clusters Score -2176502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2176519.250000 Penalty: 3234.753174
	Iteration 30Q: 3 clusters Score -2176519 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2176544.250000 Penalty: 3234.753174
	Iteration 31Q: 3 clusters Score -2176544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2176576.750000 Penalty: 3234.753174
	Iteration 32Q: 3 clusters Score -2176577 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2176642.500000 Penalty: 3234.753174
	Iteration 33Q: 3 clusters Score -2176642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2176684.250000 Penalty: 3234.753174
	Iteration 34Q: 3 clusters Score -2176684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2176714.000000 Penalty: 3234.753174
	Iteration 35Q: 3 clusters Score -2176714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2176733.750000 Penalty: 3234.753174
	Iteration 36Q: 3 clusters Score -2176734 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2176764.250000 Penalty: 3234.753174
	Iteration 37Q: 3 clusters Score -2176764 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2176791.000000 Penalty: 3234.753174
	Iteration 38Q: 3 clusters Score -2176791 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2176810.500000 Penalty: 3234.753174
	Iteration 39Q: 3 clusters Score -2176810 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2176836.500000 Penalty: 3234.753174
	Iteration 40F: 3 clusters Score -2176836 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2176849.000000 Penalty: 3234.753174
	Iteration 41Q: 3 clusters Score -2176849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2176868.750000 Penalty: 3234.753174
	Iteration 42Q: 3 clusters Score -2176869 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2176886.250000 Penalty: 3234.753174
	Iteration 43Q: 3 clusters Score -2176886 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2176906.000000 Penalty: 3234.753174
	Iteration 44Q: 3 clusters Score -2176906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2176921.750000 Penalty: 3234.753174
	Iteration 45Q: 3 clusters Score -2176922 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2176945.500000 Penalty: 3234.753174
	Iteration 46Q: 3 clusters Score -2176946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2176963.000000 Penalty: 3234.753174
	Iteration 47Q: 3 clusters Score -2176963 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2176978.000000 Penalty: 3234.753174
	Iteration 48Q: 3 clusters Score -2176978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2176993.000000 Penalty: 3234.753174
	Iteration 49Q: 3 clusters Score -2176993 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2177009.750000 Penalty: 3234.753174
	Iteration 50Q: 3 clusters Score -2177010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2177030.500000 Penalty: 3234.753174
	Iteration 51Q: 3 clusters Score -2177030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2177037.500000 Penalty: 3234.753174
	Iteration 52Q: 3 clusters Score -2177038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2177039.750000 Penalty: 3234.753174
	Iteration 53Q: 3 clusters Score -2177040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2177050.250000 Penalty: 3234.753174
	Iteration 54Q: 3 clusters Score -2177050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2177054.750000 Penalty: 3234.753174
	Iteration 55Q: 3 clusters Score -2177055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2177059.750000 Penalty: 3234.753174
	Iteration 56Q: 3 clusters Score -2177060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2177053.000000 Penalty: 3234.753174
	Iteration 57Q: 3 clusters Score -2177053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2177056.250000 Penalty: 3234.753174
	Iteration 58Q: 3 clusters Score -2177056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2177060.500000 Penalty: 3234.753174
	Iteration 59Q: 3 clusters Score -2177060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2177062.750000 Penalty: 3234.753174
	Iteration 60F: 3 clusters Score -2177063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2177056.000000 Penalty: 3234.753174
	Iteration 61Q: 3 clusters Score -2177056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2177064.000000 Penalty: 3234.753174
	Iteration 62Q: 3 clusters Score -2177064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2177063.000000 Penalty: 3234.753174
	Iteration 63Q: 3 clusters Score -2177063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2177067.750000 Penalty: 3234.753174
	Iteration 64Q: 3 clusters Score -2177068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2177068.250000 Penalty: 3234.753174
	Iteration 65Q: 3 clusters Score -2177068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2177065.250000 Penalty: 3234.753174
	Iteration 66Q: 3 clusters Score -2177065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2177067.500000 Penalty: 3234.753174
	Iteration 67Q: 3 clusters Score -2177068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2177065.250000 Penalty: 3234.753174
	Iteration 68Q: 3 clusters Score -2177065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2177065.250000 Penalty: 3234.753174
	Iteration 69Q: 3 clusters Score -2177065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2177065.500000 Penalty: 3234.753174
	Iteration 70Q: 3 clusters Score -2177066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2177067.500000 Penalty: 3234.753174
	Iteration 71Q: 3 clusters Score -2177068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2177068.000000 Penalty: 3234.753174
	Iteration 72Q: 3 clusters Score -2177068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2177066.500000 Penalty: 3234.753174
	Iteration 73Q: 3 clusters Score -2177066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2177064.750000 Penalty: 3234.753174
	Iteration 74Q: 3 clusters Score -2177065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2177066.000000 Penalty: 3234.753174
	Iteration 75Q: 3 clusters Score -2177066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2177064.250000 Penalty: 3234.753174
	Iteration 76Q: 3 clusters Score -2177064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2177064.250000 Penalty: 3234.753174
	Iteration 77F: 3 clusters Score -2177064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 94181 members 
Mstep: Class 3 contains 3503 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 20981 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 35598 members 
Mstep: Class 8 contains 18366 members 
Mstep: Class 9 contains 176695 members 
Mstep: Class 10 contains 45499 members 
Mstep: Class 11 contains 113030 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 29619 members 
Mstep: Class 14 contains 5390 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 283869 members 
Mstep: Class 21 contains 1714 members 
Entering Unmasked Estep 
Score: -93791944.000000 Penalty: 40048.039062
Splitting cluster 18 changes total score from -93790664.000000 to -93791944.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 19 (283869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283869 members 
Entering Unmasked Estep 
Score: -30636486.000000 Penalty: 2040.393555
	Iteration 0F: 2 clusters Score -3.063649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142220 members 
Mstep: Class 2 contains 141649 members 
Entering Unmasked Estep 
Score: -30465510.000000 Penalty: 4080.787109
	Iteration 0F: 3 clusters Score -3.046551e+07 nChanged 138249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144027 members 
Mstep: Class 2 contains 139842 members 
Entering Unmasked Estep 
Score: -30549132.000000 Penalty: 4080.787109
	Iteration 1F: 3 clusters Score -3.054913e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145983 members 
Mstep: Class 2 contains 137886 members 
Entering Unmasked Estep 
Score: -30551476.000000 Penalty: 4080.787109
	Iteration 2Q: 3 clusters Score -3.055148e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149306 members 
Mstep: Class 2 contains 134563 members 
Entering Unmasked Estep 
Score: -30554280.000000 Penalty: 4080.787109
	Iteration 3Q: 3 clusters Score -3.055428e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 129297 members 
Entering Unmasked Estep 
Score: -30557996.000000 Penalty: 4080.787109
	Iteration 4Q: 3 clusters Score -3.0558e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162539 members 
Mstep: Class 2 contains 121330 members 
Entering Unmasked Estep 
Score: -30563788.000000 Penalty: 4080.787109
	Iteration 5Q: 3 clusters Score -3.056379e+07 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173308 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -30573246.000000 Penalty: 4080.787109
	Iteration 6F: 3 clusters Score -3.057325e+07 nChanged 18978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185452 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -30586010.000000 Penalty: 4080.787109
	Iteration 7F: 3 clusters Score -3.058601e+07 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195730 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -30598220.000000 Penalty: 4080.787109
	Iteration 8F: 3 clusters Score -3.059822e+07 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201229 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -30606622.000000 Penalty: 4080.787109
	Iteration 9F: 3 clusters Score -3.060662e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203427 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -30610234.000000 Penalty: 4080.787109
	Iteration 10Q: 3 clusters Score -3.061023e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204189 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -30612036.000000 Penalty: 4080.787109
	Iteration 11Q: 3 clusters Score -3.061204e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204369 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -30613346.000000 Penalty: 4080.787109
	Iteration 12Q: 3 clusters Score -3.061335e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204148 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -30614440.000000 Penalty: 4080.787109
	Iteration 13Q: 3 clusters Score -3.061444e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203764 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -30615452.000000 Penalty: 4080.787109
	Iteration 14Q: 3 clusters Score -3.061545e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203147 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -30616598.000000 Penalty: 4080.787109
	Iteration 15Q: 3 clusters Score -3.06166e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202334 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -30617948.000000 Penalty: 4080.787109
	Iteration 16Q: 3 clusters Score -3.061795e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201280 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -30619032.000000 Penalty: 4080.787109
	Iteration 17Q: 3 clusters Score -3.061903e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200114 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -30620104.000000 Penalty: 4080.787109
	Iteration 18Q: 3 clusters Score -3.06201e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198936 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -30620866.000000 Penalty: 4080.787109
	Iteration 19Q: 3 clusters Score -3.062087e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197654 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -30621552.000000 Penalty: 4080.787109
	Iteration 20F: 3 clusters Score -3.062155e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196387 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -30622054.000000 Penalty: 4080.787109
	Iteration 21Q: 3 clusters Score -3.062205e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195011 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -30622602.000000 Penalty: 4080.787109
	Iteration 22Q: 3 clusters Score -3.06226e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193567 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -30623112.000000 Penalty: 4080.787109
	Iteration 23Q: 3 clusters Score -3.062311e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192104 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -30623592.000000 Penalty: 4080.787109
	Iteration 24Q: 3 clusters Score -3.062359e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190759 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
Score: -30624226.000000 Penalty: 4080.787109
	Iteration 25Q: 3 clusters Score -3.062423e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189431 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -30624510.000000 Penalty: 4080.787109
	Iteration 26Q: 3 clusters Score -3.062451e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188210 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -30624918.000000 Penalty: 4080.787109
	Iteration 27Q: 3 clusters Score -3.062492e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187161 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -30625360.000000 Penalty: 4080.787109
	Iteration 28Q: 3 clusters Score -3.062536e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186186 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -30625812.000000 Penalty: 4080.787109
	Iteration 29Q: 3 clusters Score -3.062581e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185324 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -30626094.000000 Penalty: 4080.787109
	Iteration 30Q: 3 clusters Score -3.062609e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184550 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -30626304.000000 Penalty: 4080.787109
	Iteration 31Q: 3 clusters Score -3.06263e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183874 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -30626452.000000 Penalty: 4080.787109
	Iteration 32Q: 3 clusters Score -3.062645e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183310 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -30626550.000000 Penalty: 4080.787109
	Iteration 33Q: 3 clusters Score -3.062655e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182812 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -30626670.000000 Penalty: 4080.787109
	Iteration 34Q: 3 clusters Score -3.062667e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182386 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -30626792.000000 Penalty: 4080.787109
	Iteration 35Q: 3 clusters Score -3.062679e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182024 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -30626888.000000 Penalty: 4080.787109
	Iteration 36Q: 3 clusters Score -3.062689e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181781 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -30627022.000000 Penalty: 4080.787109
	Iteration 37Q: 3 clusters Score -3.062702e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181562 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -30627170.000000 Penalty: 4080.787109
	Iteration 38Q: 3 clusters Score -3.062717e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181411 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -30627288.000000 Penalty: 4080.787109
	Iteration 39Q: 3 clusters Score -3.062729e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181325 members 
Mstep: Class 2 contains 102544 members 
Entering Unmasked Estep 
Score: -30627300.000000 Penalty: 4080.787109
	Iteration 40F: 3 clusters Score -3.06273e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181224 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -30627390.000000 Penalty: 4080.787109
	Iteration 41Q: 3 clusters Score -3.062739e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181096 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -30627382.000000 Penalty: 4080.787109
	Iteration 42Q: 3 clusters Score -3.062738e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180939 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -30627418.000000 Penalty: 4080.787109
	Iteration 43Q: 3 clusters Score -3.062742e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180814 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -30627494.000000 Penalty: 4080.787109
	Iteration 44Q: 3 clusters Score -3.062749e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180701 members 
Mstep: Class 2 contains 103168 members 
Entering Unmasked Estep 
Score: -30627498.000000 Penalty: 4080.787109
	Iteration 45Q: 3 clusters Score -3.06275e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180605 members 
Mstep: Class 2 contains 103264 members 
Entering Unmasked Estep 
Score: -30627536.000000 Penalty: 4080.787109
	Iteration 46Q: 3 clusters Score -3.062754e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -30627572.000000 Penalty: 4080.787109
	Iteration 47Q: 3 clusters Score -3.062757e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180442 members 
Mstep: Class 2 contains 103427 members 
Entering Unmasked Estep 
Score: -30627580.000000 Penalty: 4080.787109
	Iteration 48Q: 3 clusters Score -3.062758e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180384 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -30627600.000000 Penalty: 4080.787109
	Iteration 49Q: 3 clusters Score -3.06276e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -30627584.000000 Penalty: 4080.787109
	Iteration 50Q: 3 clusters Score -3.062758e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180270 members 
Mstep: Class 2 contains 103599 members 
Entering Unmasked Estep 
Score: -30627608.000000 Penalty: 4080.787109
	Iteration 51Q: 3 clusters Score -3.062761e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180228 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -30627660.000000 Penalty: 4080.787109
	Iteration 52Q: 3 clusters Score -3.062766e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180168 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -30627694.000000 Penalty: 4080.787109
	Iteration 53Q: 3 clusters Score -3.062769e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180114 members 
Mstep: Class 2 contains 103755 members 
Entering Unmasked Estep 
Score: -30627680.000000 Penalty: 4080.787109
	Iteration 54Q: 3 clusters Score -3.062768e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180056 members 
Mstep: Class 2 contains 103813 members 
Entering Unmasked Estep 
Score: -30627714.000000 Penalty: 4080.787109
	Iteration 55Q: 3 clusters Score -3.062771e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -30627690.000000 Penalty: 4080.787109
	Iteration 56Q: 3 clusters Score -3.062769e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -30627690.000000 Penalty: 4080.787109
	Iteration 57Q: 3 clusters Score -3.062769e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179905 members 
Mstep: Class 2 contains 103964 members 
Entering Unmasked Estep 
Score: -30627656.000000 Penalty: 4080.787109
	Iteration 58Q: 3 clusters Score -3.062766e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179868 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -30627674.000000 Penalty: 4080.787109
	Iteration 59Q: 3 clusters Score -3.062767e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179835 members 
Mstep: Class 2 contains 104034 members 
Entering Unmasked Estep 
Score: -30627656.000000 Penalty: 4080.787109
	Iteration 60F: 3 clusters Score -3.062766e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179808 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -30627632.000000 Penalty: 4080.787109
	Iteration 61Q: 3 clusters Score -3.062763e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179792 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -30627642.000000 Penalty: 4080.787109
	Iteration 62Q: 3 clusters Score -3.062764e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -30627634.000000 Penalty: 4080.787109
	Iteration 63Q: 3 clusters Score -3.062763e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179758 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -30627686.000000 Penalty: 4080.787109
	Iteration 64Q: 3 clusters Score -3.062769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179731 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -30627670.000000 Penalty: 4080.787109
	Iteration 65Q: 3 clusters Score -3.062767e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179685 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -30627696.000000 Penalty: 4080.787109
	Iteration 66Q: 3 clusters Score -3.06277e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179663 members 
Mstep: Class 2 contains 104206 members 
Entering Unmasked Estep 
Score: -30627686.000000 Penalty: 4080.787109
	Iteration 67Q: 3 clusters Score -3.062769e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179641 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -30627718.000000 Penalty: 4080.787109
	Iteration 68Q: 3 clusters Score -3.062772e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179629 members 
Mstep: Class 2 contains 104240 members 
Entering Unmasked Estep 
Score: -30627768.000000 Penalty: 4080.787109
	Iteration 69Q: 3 clusters Score -3.062777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179611 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -30627774.000000 Penalty: 4080.787109
	Iteration 70Q: 3 clusters Score -3.062777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -30627780.000000 Penalty: 4080.787109
	Iteration 71Q: 3 clusters Score -3.062778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179583 members 
Mstep: Class 2 contains 104286 members 
Entering Unmasked Estep 
Score: -30627756.000000 Penalty: 4080.787109
	Iteration 72Q: 3 clusters Score -3.062776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179571 members 
Mstep: Class 2 contains 104298 members 
Entering Unmasked Estep 
Score: -30627770.000000 Penalty: 4080.787109
	Iteration 73Q: 3 clusters Score -3.062777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
Score: -30627788.000000 Penalty: 4080.787109
	Iteration 74Q: 3 clusters Score -3.062779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179555 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -30627794.000000 Penalty: 4080.787109
	Iteration 75Q: 3 clusters Score -3.062779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179555 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -30627780.000000 Penalty: 4080.787109
	Iteration 76Q: 3 clusters Score -3.062778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 104320 members 
Entering Unmasked Estep 
Score: -30627790.000000 Penalty: 4080.787109
	Iteration 77Q: 3 clusters Score -3.062779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179541 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -30627808.000000 Penalty: 4080.787109
	Iteration 78Q: 3 clusters Score -3.062781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179532 members 
Mstep: Class 2 contains 104337 members 
Entering Unmasked Estep 
Score: -30627788.000000 Penalty: 4080.787109
	Iteration 79Q: 3 clusters Score -3.062779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179529 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -30627792.000000 Penalty: 4080.787109
	Iteration 80F: 3 clusters Score -3.062779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179528 members 
Mstep: Class 2 contains 104341 members 
Entering Unmasked Estep 
Score: -30627770.000000 Penalty: 4080.787109
	Iteration 81Q: 3 clusters Score -3.062777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179528 members 
Mstep: Class 2 contains 104341 members 
Entering Unmasked Estep 
Score: -30627770.000000 Penalty: 4080.787109
	Iteration 82Q: 3 clusters Score -3.062777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 104344 members 
Entering Unmasked Estep 
Score: -30627792.000000 Penalty: 4080.787109
	Iteration 83Q: 3 clusters Score -3.062779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 104347 members 
Entering Unmasked Estep 
Score: -30627792.000000 Penalty: 4080.787109
	Iteration 84Q: 3 clusters Score -3.062779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179518 members 
Mstep: Class 2 contains 104351 members 
Entering Unmasked Estep 
Score: -30627800.000000 Penalty: 4080.787109
	Iteration 85Q: 3 clusters Score -3.06278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179514 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -30627794.000000 Penalty: 4080.787109
	Iteration 86Q: 3 clusters Score -3.062779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -30627808.000000 Penalty: 4080.787109
	Iteration 87Q: 3 clusters Score -3.062781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179501 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -30627806.000000 Penalty: 4080.787109
	Iteration 88Q: 3 clusters Score -3.062781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179494 members 
Mstep: Class 2 contains 104375 members 
Entering Unmasked Estep 
Score: -30627800.000000 Penalty: 4080.787109
	Iteration 89Q: 3 clusters Score -3.06278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179490 members 
Mstep: Class 2 contains 104379 members 
Entering Unmasked Estep 
Score: -30627782.000000 Penalty: 4080.787109
	Iteration 90Q: 3 clusters Score -3.062778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179487 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -30627790.000000 Penalty: 4080.787109
	Iteration 91Q: 3 clusters Score -3.062779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179486 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -30627790.000000 Penalty: 4080.787109
	Iteration 92Q: 3 clusters Score -3.062779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179481 members 
Mstep: Class 2 contains 104388 members 
Entering Unmasked Estep 
Score: -30627784.000000 Penalty: 4080.787109
	Iteration 93Q: 3 clusters Score -3.062778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179475 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -30627784.000000 Penalty: 4080.787109
	Iteration 94Q: 3 clusters Score -3.062778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179468 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -30627788.000000 Penalty: 4080.787109
	Iteration 95Q: 3 clusters Score -3.062779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179460 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -30627794.000000 Penalty: 4080.787109
	Iteration 96Q: 3 clusters Score -3.062779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179463 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -30627808.000000 Penalty: 4080.787109
	Iteration 97Q: 3 clusters Score -3.062781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179462 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -30627812.000000 Penalty: 4080.787109
	Iteration 98Q: 3 clusters Score -3.062781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179460 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -30627820.000000 Penalty: 4080.787109
	Iteration 99Q: 3 clusters Score -3.062782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179456 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -30627832.000000 Penalty: 4080.787109
	Iteration 100F: 3 clusters Score -3.062783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179453 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -30627840.000000 Penalty: 4080.787109
	Iteration 101Q: 3 clusters Score -3.062784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179451 members 
Mstep: Class 2 contains 104418 members 
Entering Unmasked Estep 
Score: -30627824.000000 Penalty: 4080.787109
	Iteration 102Q: 3 clusters Score -3.062782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179446 members 
Mstep: Class 2 contains 104423 members 
Entering Unmasked Estep 
Score: -30627830.000000 Penalty: 4080.787109
	Iteration 103Q: 3 clusters Score -3.062783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179448 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -30627830.000000 Penalty: 4080.787109
	Iteration 104Q: 3 clusters Score -3.062783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179448 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -30627838.000000 Penalty: 4080.787109
	Iteration 105Q: 3 clusters Score -3.062784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179449 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -30627810.000000 Penalty: 4080.787109
	Iteration 106Q: 3 clusters Score -3.062781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179442 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -30627816.000000 Penalty: 4080.787109
	Iteration 107Q: 3 clusters Score -3.062782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179436 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -30627820.000000 Penalty: 4080.787109
	Iteration 108Q: 3 clusters Score -3.062782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179427 members 
Mstep: Class 2 contains 104442 members 
Entering Unmasked Estep 
Score: -30627806.000000 Penalty: 4080.787109
	Iteration 109Q: 3 clusters Score -3.062781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179425 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -30627818.000000 Penalty: 4080.787109
	Iteration 110Q: 3 clusters Score -3.062782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179424 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -30627810.000000 Penalty: 4080.787109
	Iteration 111Q: 3 clusters Score -3.062781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179422 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -30627814.000000 Penalty: 4080.787109
	Iteration 112Q: 3 clusters Score -3.062781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -30627810.000000 Penalty: 4080.787109
	Iteration 113Q: 3 clusters Score -3.062781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -30627810.000000 Penalty: 4080.787109
	Iteration 114F: 3 clusters Score -3.062781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Entering Unmasked Estep 
Score: -199401.546875 Penalty: 1210.070068
	Iteration 0F: 2 clusters Score -199401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -197457.500000 Penalty: 2420.140137
	Iteration 0F: 3 clusters Score -197457.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -197827.000000 Penalty: 2420.140137
	Iteration 1F: 3 clusters Score -197827 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -197922.718750 Penalty: 2420.140137
	Iteration 2F: 3 clusters Score -197922.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -197973.671875 Penalty: 2420.140137
	Iteration 3Q: 3 clusters Score -197973.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -198004.265625 Penalty: 2420.140137
	Iteration 4Q: 3 clusters Score -198004.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -198028.593750 Penalty: 2420.140137
	Iteration 5Q: 3 clusters Score -198028.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198046.500000 Penalty: 2420.140137
	Iteration 6Q: 3 clusters Score -198046.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -198055.515625 Penalty: 2420.140137
	Iteration 7Q: 3 clusters Score -198055.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -198060.718750 Penalty: 2420.140137
	Iteration 8Q: 3 clusters Score -198060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -198065.421875 Penalty: 2420.140137
	Iteration 9Q: 3 clusters Score -198065.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -198072.656250 Penalty: 2420.140137
	Iteration 10Q: 3 clusters Score -198072.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -198081.640625 Penalty: 2420.140137
	Iteration 11Q: 3 clusters Score -198081.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -198087.265625 Penalty: 2420.140137
	Iteration 12Q: 3 clusters Score -198087.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -198092.390625 Penalty: 2420.140137
	Iteration 13Q: 3 clusters Score -198092.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -198094.781250 Penalty: 2420.140137
	Iteration 14Q: 3 clusters Score -198094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -198097.703125 Penalty: 2420.140137
	Iteration 15Q: 3 clusters Score -198097.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198100.343750 Penalty: 2420.140137
	Iteration 16Q: 3 clusters Score -198100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198101.437500 Penalty: 2420.140137
	Iteration 17Q: 3 clusters Score -198101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -198101.546875 Penalty: 2420.140137
	Iteration 18Q: 3 clusters Score -198101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -198101.546875 Penalty: 2420.140137
	Iteration 19F: 3 clusters Score -198101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 94181 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 20981 members 
Mstep: Class 7 contains 35598 members 
Mstep: Class 9 contains 176695 members 
Mstep: Class 10 contains 45499 members 
Mstep: Class 11 contains 113030 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 29619 members 
Mstep: Class 14 contains 5390 members 
Mstep: Class 16 contains 9814 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 283869 members 
Mstep: Class 21 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93793320.000000 Penalty: 40048.039062
Iteration 39Q: 19 clusters Score -9.379332e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 93697 members 
Mstep: Class 3 contains 3219 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 20752 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 35583 members 
Mstep: Class 8 contains 18896 members 
Mstep: Class 9 contains 177897 members 
Mstep: Class 10 contains 45465 members 
Mstep: Class 11 contains 111708 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 16 contains 9917 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 283922 members 
Mstep: Class 21 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93794712.000000 Penalty: 40048.039062
Iteration 40F: 19 clusters Score -9.379471e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 93106 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 20588 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 35545 members 
Mstep: Class 8 contains 19333 members 
Mstep: Class 9 contains 178208 members 
Mstep: Class 10 contains 45130 members 
Mstep: Class 11 contains 110508 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 30556 members 
Mstep: Class 14 contains 5397 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 18 contains 2443 members 
Mstep: Class 19 contains 283621 members 
Mstep: Class 21 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93795904.000000 Penalty: 40048.039062
Iteration 41Q: 19 clusters Score -9.37959e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 92529 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 20429 members 
Mstep: Class 6 contains 3605 members 
Mstep: Class 7 contains 35490 members 
Mstep: Class 8 contains 19698 members 
Mstep: Class 9 contains 178538 members 
Mstep: Class 10 contains 44861 members 
Mstep: Class 11 contains 109436 members 
Mstep: Class 12 contains 4960 members 
Mstep: Class 13 contains 31177 members 
Mstep: Class 14 contains 5389 members 
Mstep: Class 16 contains 10278 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 283435 members 
Mstep: Class 21 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93796504.000000 Penalty: 40048.039062
Iteration 42Q: 19 clusters Score -9.37965e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 91955 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 20318 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 35451 members 
Mstep: Class 8 contains 19985 members 
Mstep: Class 9 contains 178845 members 
Mstep: Class 10 contains 44677 members 
Mstep: Class 11 contains 108530 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 31781 members 
Mstep: Class 14 contains 5360 members 
Mstep: Class 16 contains 10462 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 283243 members 
Mstep: Class 21 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93797176.000000 Penalty: 40048.039062
Iteration 43Q: 19 clusters Score -9.379718e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 91446 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 20228 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 35374 members 
Mstep: Class 8 contains 20196 members 
Mstep: Class 9 contains 179085 members 
Mstep: Class 10 contains 44546 members 
Mstep: Class 11 contains 107729 members 
Mstep: Class 12 contains 5013 members 
Mstep: Class 13 contains 32337 members 
Mstep: Class 14 contains 5360 members 
Mstep: Class 16 contains 10658 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 283043 members 
Mstep: Class 21 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93797536.000000 Penalty: 40048.039062
Iteration 44Q: 19 clusters Score -9.379754e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 90909 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 20125 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 35299 members 
Mstep: Class 8 contains 20415 members 
Mstep: Class 9 contains 179381 members 
Mstep: Class 10 contains 44469 members 
Mstep: Class 11 contains 106954 members 
Mstep: Class 12 contains 5043 members 
Mstep: Class 13 contains 32846 members 
Mstep: Class 14 contains 5371 members 
Mstep: Class 16 contains 10906 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 282815 members 
Mstep: Class 21 contains 1653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93798344.000000 Penalty: 40048.039062
Iteration 45Q: 19 clusters Score -9.379834e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 90389 members 
Mstep: Class 3 contains 4493 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 19996 members 
Mstep: Class 6 contains 3669 members 
Mstep: Class 7 contains 35241 members 
Mstep: Class 8 contains 20612 members 
Mstep: Class 9 contains 179670 members 
Mstep: Class 10 contains 44405 members 
Mstep: Class 11 contains 106186 members 
Mstep: Class 12 contains 5063 members 
Mstep: Class 13 contains 33314 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 16 contains 11157 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 282673 members 
Mstep: Class 21 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93798896.000000 Penalty: 40048.039062
Iteration 46Q: 19 clusters Score -9.37989e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 89902 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 19891 members 
Mstep: Class 6 contains 3679 members 
Mstep: Class 7 contains 35187 members 
Mstep: Class 8 contains 20802 members 
Mstep: Class 9 contains 179937 members 
Mstep: Class 10 contains 44350 members 
Mstep: Class 11 contains 105490 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 33731 members 
Mstep: Class 14 contains 5383 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 282515 members 
Mstep: Class 21 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93799216.000000 Penalty: 40048.039062
Iteration 47Q: 19 clusters Score -9.379922e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 89440 members 
Mstep: Class 3 contains 4547 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 3699 members 
Mstep: Class 7 contains 35125 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 180177 members 
Mstep: Class 10 contains 44296 members 
Mstep: Class 11 contains 104883 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 34093 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 16 contains 11726 members 
Mstep: Class 18 contains 2646 members 
Mstep: Class 19 contains 282379 members 
Mstep: Class 21 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93799488.000000 Penalty: 40048.039062
Iteration 48Q: 19 clusters Score -9.379949e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 88968 members 
Mstep: Class 3 contains 4566 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 19620 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 35042 members 
Mstep: Class 8 contains 21109 members 
Mstep: Class 9 contains 180402 members 
Mstep: Class 10 contains 44259 members 
Mstep: Class 11 contains 104369 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 34399 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 16 contains 12061 members 
Mstep: Class 18 contains 2682 members 
Mstep: Class 19 contains 282191 members 
Mstep: Class 21 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93799680.000000 Penalty: 40048.039062
Iteration 49Q: 19 clusters Score -9.379968e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 88525 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 19501 members 
Mstep: Class 6 contains 3723 members 
Mstep: Class 7 contains 34974 members 
Mstep: Class 8 contains 21223 members 
Mstep: Class 9 contains 180609 members 
Mstep: Class 10 contains 44233 members 
Mstep: Class 11 contains 103928 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 34669 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 18 contains 2715 members 
Mstep: Class 19 contains 281987 members 
Mstep: Class 21 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93799832.000000 Penalty: 40048.039062
Iteration 50Q: 19 clusters Score -9.379983e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 88137 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 19330 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 34895 members 
Mstep: Class 8 contains 21309 members 
Mstep: Class 9 contains 180817 members 
Mstep: Class 10 contains 44210 members 
Mstep: Class 11 contains 103485 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 34918 members 
Mstep: Class 14 contains 5366 members 
Mstep: Class 16 contains 12778 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 281817 members 
Mstep: Class 21 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93799648.000000 Penalty: 40048.039062
Iteration 51Q: 19 clusters Score -9.379965e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 87796 members 
Mstep: Class 3 contains 4630 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 19153 members 
Mstep: Class 6 contains 3731 members 
Mstep: Class 7 contains 34843 members 
Mstep: Class 8 contains 21392 members 
Mstep: Class 9 contains 181072 members 
Mstep: Class 10 contains 44201 members 
Mstep: Class 11 contains 103083 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 35154 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 16 contains 13158 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 281530 members 
Mstep: Class 21 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93799776.000000 Penalty: 40048.039062
Iteration 52Q: 19 clusters Score -9.379978e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 87539 members 
Mstep: Class 3 contains 4657 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 18922 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 34764 members 
Mstep: Class 8 contains 21477 members 
Mstep: Class 9 contains 181302 members 
Mstep: Class 10 contains 44173 members 
Mstep: Class 11 contains 102716 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 35368 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 16 contains 13589 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 281242 members 
Mstep: Class 21 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93800264.000000 Penalty: 40048.039062
Iteration 53Q: 19 clusters Score -9.380026e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 87306 members 
Mstep: Class 3 contains 4670 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 18718 members 
Mstep: Class 6 contains 3735 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 21547 members 
Mstep: Class 9 contains 181492 members 
Mstep: Class 10 contains 44148 members 
Mstep: Class 11 contains 102393 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 35572 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 280909 members 
Mstep: Class 21 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93800040.000000 Penalty: 40048.039062
Iteration 54Q: 19 clusters Score -9.380004e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 87073 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 18515 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 34617 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 181679 members 
Mstep: Class 10 contains 44149 members 
Mstep: Class 11 contains 102103 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 35736 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 16 contains 14491 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 280558 members 
Mstep: Class 21 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93800640.000000 Penalty: 40048.039062
Iteration 55Q: 19 clusters Score -9.380064e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 86892 members 
Mstep: Class 3 contains 4713 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 18282 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 34545 members 
Mstep: Class 8 contains 21647 members 
Mstep: Class 9 contains 181875 members 
Mstep: Class 10 contains 44147 members 
Mstep: Class 11 contains 101837 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 35880 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 16 contains 14955 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 280147 members 
Mstep: Class 21 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93800832.000000 Penalty: 40048.039062
Iteration 56Q: 19 clusters Score -9.380083e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 86739 members 
Mstep: Class 3 contains 4728 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 18038 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 34494 members 
Mstep: Class 8 contains 21674 members 
Mstep: Class 9 contains 182126 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 101577 members 
Mstep: Class 12 contains 5162 members 
Mstep: Class 13 contains 36019 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 16 contains 15440 members 
Mstep: Class 18 contains 3033 members 
Mstep: Class 19 contains 279663 members 
Mstep: Class 21 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801072.000000 Penalty: 40048.039062
Iteration 57Q: 19 clusters Score -9.380107e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 86623 members 
Mstep: Class 3 contains 4741 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 17807 members 
Mstep: Class 6 contains 3743 members 
Mstep: Class 7 contains 34434 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 182313 members 
Mstep: Class 10 contains 44140 members 
Mstep: Class 11 contains 101306 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 36166 members 
Mstep: Class 14 contains 5504 members 
Mstep: Class 16 contains 15989 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 279156 members 
Mstep: Class 21 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93800928.000000 Penalty: 40048.039062
Iteration 58Q: 19 clusters Score -9.380093e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 86497 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 17578 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 34394 members 
Mstep: Class 8 contains 21712 members 
Mstep: Class 9 contains 182496 members 
Mstep: Class 10 contains 44133 members 
Mstep: Class 11 contains 101044 members 
Mstep: Class 12 contains 5134 members 
Mstep: Class 13 contains 36299 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 16 contains 16514 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 19 contains 278689 members 
Mstep: Class 21 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801248.000000 Penalty: 40048.039062
Iteration 59Q: 19 clusters Score -9.380125e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 86392 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 17384 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 34329 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 182588 members 
Mstep: Class 10 contains 44136 members 
Mstep: Class 11 contains 100820 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 36422 members 
Mstep: Class 14 contains 5598 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 278197 members 
Mstep: Class 21 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801632.000000 Penalty: 40048.039062
Iteration 60F: 19 clusters Score -9.380163e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 86282 members 
Mstep: Class 3 contains 4790 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 17237 members 
Mstep: Class 6 contains 3731 members 
Mstep: Class 7 contains 34232 members 
Mstep: Class 8 contains 21734 members 
Mstep: Class 9 contains 182692 members 
Mstep: Class 10 contains 44136 members 
Mstep: Class 11 contains 100588 members 
Mstep: Class 12 contains 5114 members 
Mstep: Class 13 contains 36564 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 277598 members 
Mstep: Class 21 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801304.000000 Penalty: 40048.039062
Iteration 61Q: 19 clusters Score -9.38013e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 86176 members 
Mstep: Class 3 contains 4803 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 17104 members 
Mstep: Class 6 contains 3721 members 
Mstep: Class 7 contains 34108 members 
Mstep: Class 8 contains 21744 members 
Mstep: Class 9 contains 182837 members 
Mstep: Class 10 contains 44125 members 
Mstep: Class 11 contains 100405 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 36696 members 
Mstep: Class 14 contains 5740 members 
Mstep: Class 16 contains 18373 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 276934 members 
Mstep: Class 21 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801504.000000 Penalty: 40048.039062
Iteration 62Q: 19 clusters Score -9.38015e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 86119 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 16977 members 
Mstep: Class 6 contains 3706 members 
Mstep: Class 7 contains 33992 members 
Mstep: Class 8 contains 21757 members 
Mstep: Class 9 contains 182964 members 
Mstep: Class 10 contains 44123 members 
Mstep: Class 11 contains 100198 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 36824 members 
Mstep: Class 14 contains 5812 members 
Mstep: Class 16 contains 19021 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 276231 members 
Mstep: Class 21 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801456.000000 Penalty: 40048.039062
Iteration 63Q: 19 clusters Score -9.380146e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 86096 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 16901 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 33879 members 
Mstep: Class 8 contains 21774 members 
Mstep: Class 9 contains 183008 members 
Mstep: Class 10 contains 44131 members 
Mstep: Class 11 contains 100042 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 13 contains 36957 members 
Mstep: Class 14 contains 5895 members 
Mstep: Class 16 contains 19648 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 275466 members 
Mstep: Class 21 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801304.000000 Penalty: 40048.039062
Iteration 64Q: 19 clusters Score -9.38013e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 86107 members 
Mstep: Class 3 contains 4812 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 16914 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 33748 members 
Mstep: Class 8 contains 21780 members 
Mstep: Class 9 contains 183063 members 
Mstep: Class 10 contains 44127 members 
Mstep: Class 11 contains 99915 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 13 contains 37104 members 
Mstep: Class 14 contains 5964 members 
Mstep: Class 16 contains 20292 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 274533 members 
Mstep: Class 21 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801472.000000 Penalty: 40048.039062
Iteration 65Q: 19 clusters Score -9.380147e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 86130 members 
Mstep: Class 3 contains 4829 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 16935 members 
Mstep: Class 6 contains 3661 members 
Mstep: Class 7 contains 33626 members 
Mstep: Class 8 contains 21791 members 
Mstep: Class 9 contains 183142 members 
Mstep: Class 10 contains 44125 members 
Mstep: Class 11 contains 99799 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 13 contains 37271 members 
Mstep: Class 14 contains 6033 members 
Mstep: Class 16 contains 20892 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 273525 members 
Mstep: Class 21 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801664.000000 Penalty: 40048.039062
Iteration 66Q: 19 clusters Score -9.380166e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 86162 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 16957 members 
Mstep: Class 6 contains 3657 members 
Mstep: Class 7 contains 33523 members 
Mstep: Class 8 contains 21797 members 
Mstep: Class 9 contains 183161 members 
Mstep: Class 10 contains 44117 members 
Mstep: Class 11 contains 99727 members 
Mstep: Class 12 contains 5072 members 
Mstep: Class 13 contains 37439 members 
Mstep: Class 14 contains 6098 members 
Mstep: Class 16 contains 21497 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 272483 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801808.000000 Penalty: 40048.039062
Iteration 67Q: 19 clusters Score -9.380181e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 86189 members 
Mstep: Class 3 contains 4857 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 17004 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 33434 members 
Mstep: Class 8 contains 21796 members 
Mstep: Class 9 contains 183126 members 
Mstep: Class 10 contains 44120 members 
Mstep: Class 11 contains 99676 members 
Mstep: Class 12 contains 5054 members 
Mstep: Class 13 contains 37620 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 16 contains 22118 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 271417 members 
Mstep: Class 21 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93802144.000000 Penalty: 40048.039062
Iteration 68Q: 19 clusters Score -9.380214e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 86208 members 
Mstep: Class 3 contains 4867 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 17136 members 
Mstep: Class 6 contains 3644 members 
Mstep: Class 7 contains 33346 members 
Mstep: Class 8 contains 21795 members 
Mstep: Class 9 contains 183041 members 
Mstep: Class 10 contains 44111 members 
Mstep: Class 11 contains 99614 members 
Mstep: Class 12 contains 5023 members 
Mstep: Class 13 contains 37776 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 16 contains 22768 members 
Mstep: Class 18 contains 3720 members 
Mstep: Class 19 contains 270381 members 
Mstep: Class 21 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93802352.000000 Penalty: 40048.039062
Iteration 69Q: 19 clusters Score -9.380235e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 86223 members 
Mstep: Class 3 contains 4884 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 17254 members 
Mstep: Class 6 contains 3632 members 
Mstep: Class 7 contains 33264 members 
Mstep: Class 8 contains 21805 members 
Mstep: Class 9 contains 182994 members 
Mstep: Class 10 contains 44100 members 
Mstep: Class 11 contains 99569 members 
Mstep: Class 12 contains 4990 members 
Mstep: Class 13 contains 37950 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 16 contains 23399 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 269358 members 
Mstep: Class 21 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93802752.000000 Penalty: 40048.039062
Iteration 70Q: 19 clusters Score -9.380275e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 86230 members 
Mstep: Class 3 contains 4903 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 17461 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 33202 members 
Mstep: Class 8 contains 21807 members 
Mstep: Class 9 contains 182939 members 
Mstep: Class 10 contains 44092 members 
Mstep: Class 11 contains 99538 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 38087 members 
Mstep: Class 14 contains 6361 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 268227 members 
Mstep: Class 21 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93802792.000000 Penalty: 40048.039062
Iteration 71Q: 19 clusters Score -9.380279e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 86254 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 17698 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 33144 members 
Mstep: Class 8 contains 21808 members 
Mstep: Class 9 contains 182830 members 
Mstep: Class 10 contains 44094 members 
Mstep: Class 11 contains 99554 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 38218 members 
Mstep: Class 14 contains 6439 members 
Mstep: Class 16 contains 24780 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 266979 members 
Mstep: Class 21 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93802968.000000 Penalty: 40048.039062
Iteration 72Q: 19 clusters Score -9.380297e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 86288 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 17991 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 33124 members 
Mstep: Class 8 contains 21810 members 
Mstep: Class 9 contains 182705 members 
Mstep: Class 10 contains 44093 members 
Mstep: Class 11 contains 99560 members 
Mstep: Class 12 contains 4915 members 
Mstep: Class 13 contains 38355 members 
Mstep: Class 14 contains 6542 members 
Mstep: Class 16 contains 25499 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 265626 members 
Mstep: Class 21 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93803080.000000 Penalty: 40048.039062
Iteration 73Q: 19 clusters Score -9.380308e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 86315 members 
Mstep: Class 3 contains 4946 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 18338 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 33123 members 
Mstep: Class 8 contains 21812 members 
Mstep: Class 9 contains 182573 members 
Mstep: Class 10 contains 44089 members 
Mstep: Class 11 contains 99594 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 13 contains 38480 members 
Mstep: Class 14 contains 6664 members 
Mstep: Class 16 contains 26191 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 264186 members 
Mstep: Class 21 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93802760.000000 Penalty: 40048.039062
Iteration 74Q: 19 clusters Score -9.380276e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 86354 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 18779 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 33124 members 
Mstep: Class 8 contains 21813 members 
Mstep: Class 9 contains 182447 members 
Mstep: Class 10 contains 44099 members 
Mstep: Class 11 contains 99658 members 
Mstep: Class 12 contains 4898 members 
Mstep: Class 13 contains 38579 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 16 contains 26870 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 262630 members 
Mstep: Class 21 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93803304.000000 Penalty: 40048.039062
Iteration 75Q: 19 clusters Score -9.38033e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 86379 members 
Mstep: Class 3 contains 4961 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 19256 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 33149 members 
Mstep: Class 8 contains 21823 members 
Mstep: Class 9 contains 182294 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 99749 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 38678 members 
Mstep: Class 14 contains 6895 members 
Mstep: Class 16 contains 27590 members 
Mstep: Class 18 contains 4179 members 
Mstep: Class 19 contains 261020 members 
Mstep: Class 21 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93803232.000000 Penalty: 40048.039062
Iteration 76Q: 19 clusters Score -9.380323e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 86384 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 19714 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 33187 members 
Mstep: Class 8 contains 21834 members 
Mstep: Class 9 contains 182202 members 
Mstep: Class 10 contains 44120 members 
Mstep: Class 11 contains 99913 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 38773 members 
Mstep: Class 14 contains 7049 members 
Mstep: Class 16 contains 28300 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 259278 members 
Mstep: Class 21 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93803824.000000 Penalty: 40048.039062
Iteration 77Q: 19 clusters Score -9.380382e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 86387 members 
Mstep: Class 3 contains 4989 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 20216 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 33241 members 
Mstep: Class 8 contains 21852 members 
Mstep: Class 9 contains 182066 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 11 contains 100044 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 38849 members 
Mstep: Class 14 contains 7185 members 
Mstep: Class 16 contains 29022 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 257569 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93804056.000000 Penalty: 40048.039062
Iteration 78Q: 19 clusters Score -9.380406e+07 nChanged 3753
Entering ConstructFrom: 
Score: -93804056.000000 Penalty: 40048.039062
Entering ConstructFrom: 
Trying to split cluster 1 (43118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Entering Unmasked Estep 
Score: -4736718.500000 Penalty: 1734.150513
	Iteration 0F: 2 clusters Score -4736718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -4708051.500000 Penalty: 3468.301025
	Iteration 0F: 3 clusters Score -4708052 nChanged 20045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4719394.000000 Penalty: 3468.301025
	Iteration 1F: 3 clusters Score -4719394 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4720287.500000 Penalty: 3468.301025
	Iteration 2Q: 3 clusters Score -4720288 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4721459.500000 Penalty: 3468.301025
	Iteration 3Q: 3 clusters Score -4721460 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -4723028.500000 Penalty: 3468.301025
	Iteration 4F: 3 clusters Score -4723028 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4725181.000000 Penalty: 3468.301025
	Iteration 5F: 3 clusters Score -4725181 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4727591.500000 Penalty: 3468.301025
	Iteration 6F: 3 clusters Score -4727592 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4729529.000000 Penalty: 3468.301025
	Iteration 7F: 3 clusters Score -4729529 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4730559.500000 Penalty: 3468.301025
	Iteration 8F: 3 clusters Score -4730560 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4730957.000000 Penalty: 3468.301025
	Iteration 9Q: 3 clusters Score -4730957 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4731210.500000 Penalty: 3468.301025
	Iteration 10Q: 3 clusters Score -4731210 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4731416.000000 Penalty: 3468.301025
	Iteration 11Q: 3 clusters Score -4731416 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4731586.000000 Penalty: 3468.301025
	Iteration 12Q: 3 clusters Score -4731586 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -4731737.500000 Penalty: 3468.301025
	Iteration 13Q: 3 clusters Score -4731738 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -4731830.000000 Penalty: 3468.301025
	Iteration 14Q: 3 clusters Score -4731830 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -4731941.500000 Penalty: 3468.301025
	Iteration 15Q: 3 clusters Score -4731942 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -4732043.000000 Penalty: 3468.301025
	Iteration 16Q: 3 clusters Score -4732043 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4732149.000000 Penalty: 3468.301025
	Iteration 17Q: 3 clusters Score -4732149 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4732215.500000 Penalty: 3468.301025
	Iteration 18Q: 3 clusters Score -4732216 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4732254.500000 Penalty: 3468.301025
	Iteration 19Q: 3 clusters Score -4732254 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4732296.500000 Penalty: 3468.301025
	Iteration 20F: 3 clusters Score -4732296 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4732321.500000 Penalty: 3468.301025
	Iteration 21Q: 3 clusters Score -4732322 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4732348.500000 Penalty: 3468.301025
	Iteration 22Q: 3 clusters Score -4732348 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4732398.500000 Penalty: 3468.301025
	Iteration 23Q: 3 clusters Score -4732398 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -4732410.000000 Penalty: 3468.301025
	Iteration 24Q: 3 clusters Score -4732410 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4732432 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4732456 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4732471 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4732488 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4732508.500000 Penalty: 3468.301025
	Iteration 29Q: 3 clusters Score -4732508 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -4732497.000000 Penalty: 3468.301025
	Iteration 30Q: 3 clusters Score -4732497 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -4732495.500000 Penalty: 3468.301025
	Iteration 31Q: 3 clusters Score -4732496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -4732489.500000 Penalty: 3468.301025
	Iteration 32Q: 3 clusters Score -4732490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4732521.000000 Penalty: 3468.301025
	Iteration 33Q: 3 clusters Score -4732521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4732532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4732545.000000 Penalty: 3468.301025
	Iteration 35Q: 3 clusters Score -4732545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4732555.500000 Penalty: 3468.301025
	Iteration 36Q: 3 clusters Score -4732556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4732574.500000 Penalty: 3468.301025
	Iteration 37Q: 3 clusters Score -4732574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4732566 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4732562.000000 Penalty: 3468.301025
	Iteration 39Q: 3 clusters Score -4732562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4732560.000000 Penalty: 3468.301025
	Iteration 40F: 3 clusters Score -4732560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4732556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -4732563.500000 Penalty: 3468.301025
	Iteration 42Q: 3 clusters Score -4732564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4732571.500000 Penalty: 3468.301025
	Iteration 43Q: 3 clusters Score -4732572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4732574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4732576.500000 Penalty: 3468.301025
	Iteration 45Q: 3 clusters Score -4732576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4732590.500000 Penalty: 3468.301025
	Iteration 46Q: 3 clusters Score -4732590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -4732593.500000 Penalty: 3468.301025
	Iteration 47Q: 3 clusters Score -4732594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -4732597.500000 Penalty: 3468.301025
	Iteration 48Q: 3 clusters Score -4732598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -4732600.500000 Penalty: 3468.301025
	Iteration 49Q: 3 clusters Score -4732600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4732605.000000 Penalty: 3468.301025
	Iteration 50Q: 3 clusters Score -4732605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4732609.000000 Penalty: 3468.301025
	Iteration 51Q: 3 clusters Score -4732609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4732612.500000 Penalty: 3468.301025
	Iteration 52Q: 3 clusters Score -4732612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4732606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4732615.500000 Penalty: 3468.301025
	Iteration 54Q: 3 clusters Score -4732616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4732624.500000 Penalty: 3468.301025
	Iteration 55Q: 3 clusters Score -4732624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4732621.500000 Penalty: 3468.301025
	Iteration 56Q: 3 clusters Score -4732622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4732628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4732628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4732622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -4732626.000000 Penalty: 3468.301025
	Iteration 60F: 3 clusters Score -4732626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4732631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4732632.500000 Penalty: 3468.301025
	Iteration 62Q: 3 clusters Score -4732632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -4732644.500000 Penalty: 3468.301025
	Iteration 63Q: 3 clusters Score -4732644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4732638.500000 Penalty: 3468.301025
	Iteration 64Q: 3 clusters Score -4732638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4732633.500000 Penalty: 3468.301025
	Iteration 65Q: 3 clusters Score -4732634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4732644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4732644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4732642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4732643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4732644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -4732640.500000 Penalty: 3468.301025
	Iteration 71Q: 3 clusters Score -4732640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4732642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4732641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -4732636.000000 Penalty: 3468.301025
	Iteration 74Q: 3 clusters Score -4732636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4732640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4732652.000000 Penalty: 3468.301025
	Iteration 76Q: 3 clusters Score -4732652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4732650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4732646.000000 Penalty: 3468.301025
	Iteration 78Q: 3 clusters Score -4732646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4732644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4732646.500000 Penalty: 3468.301025
	Iteration 80F: 3 clusters Score -4732646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4732653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4732649.500000 Penalty: 3468.301025
	Iteration 82Q: 3 clusters Score -4732650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4732644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -4732656.500000 Penalty: 3468.301025
	Iteration 84Q: 3 clusters Score -4732656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4732642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4732641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4732648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4732631.500000 Penalty: 3468.301025
	Iteration 88Q: 3 clusters Score -4732632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4732632.500000 Penalty: 3468.301025
	Iteration 89Q: 3 clusters Score -4732632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -4732638.500000 Penalty: 3468.301025
	Iteration 90Q: 3 clusters Score -4732638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4732641.500000 Penalty: 3468.301025
	Iteration 91Q: 3 clusters Score -4732642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4732651.000000 Penalty: 3468.301025
	Iteration 92Q: 3 clusters Score -4732651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4732656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4732653 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4732652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4732650.500000 Penalty: 3468.301025
	Iteration 96Q: 3 clusters Score -4732650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4732657.000000 Penalty: 3468.301025
	Iteration 97Q: 3 clusters Score -4732657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -4732670.500000 Penalty: 3468.301025
	Iteration 98Q: 3 clusters Score -4732670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -4732679.500000 Penalty: 3468.301025
	Iteration 99Q: 3 clusters Score -4732680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4732683.500000 Penalty: 3468.301025
	Iteration 100F: 3 clusters Score -4732684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -4732680.000000 Penalty: 3468.301025
	Iteration 101Q: 3 clusters Score -4732680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -4732684.000000 Penalty: 3468.301025
	Iteration 102Q: 3 clusters Score -4732684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -4732674.000000 Penalty: 3468.301025
	Iteration 103Q: 3 clusters Score -4732674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -4732672.500000 Penalty: 3468.301025
	Iteration 104Q: 3 clusters Score -4732672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4732672 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4732669.500000 Penalty: 3468.301025
	Iteration 106Q: 3 clusters Score -4732670 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4732663.500000 Penalty: 3468.301025
	Iteration 107Q: 3 clusters Score -4732664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4732666.000000 Penalty: 3468.301025
	Iteration 108Q: 3 clusters Score -4732666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4732660.500000 Penalty: 3468.301025
	Iteration 109Q: 3 clusters Score -4732660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
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Entering Unmasked Estep 
Score: -4732658.500000 Penalty: 3468.301025
	Iteration 110Q: 3 clusters Score -4732658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4732654.000000 Penalty: 3468.301025
	Iteration 111Q: 3 clusters Score -4732654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4732662.000000 Penalty: 3468.301025
	Iteration 112Q: 3 clusters Score -4732662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4732664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4732666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4732673.500000 Penalty: 3468.301025
	Iteration 115Q: 3 clusters Score -4732674 nChanged 40
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Mstep: Class 1 contains 29010 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4732667 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -4732686.000000 Penalty: 3468.301025
	Iteration 117Q: 3 clusters Score -4732686 nChanged 48
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 13953 members 
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Mstep: Class 2 contains 13895 members 
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Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 13830 members 
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Mstep: Class 2 contains 13758 members 
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Mstep: Class 2 contains 13691 members 
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Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 13619 members 
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Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 13539 members 
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Mstep: Class 2 contains 13444 members 
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Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 13341 members 
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Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 13223 members 
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Mstep: Class 1 contains 30014 members 
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Mstep: Class 1 contains 36008 members 
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	Iteration 204Q: 3 clusters Score -4735234 nChanged 16
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	Iteration 205Q: 3 clusters Score -4735232 nChanged 16
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	Iteration 206Q: 3 clusters Score -4735230 nChanged 17
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	Iteration 207Q: 3 clusters Score -4735236 nChanged 15
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	Iteration 208Q: 3 clusters Score -4735248 nChanged 16
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	Iteration 210Q: 3 clusters Score -4735255 nChanged 10
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	Iteration 211Q: 3 clusters Score -4735255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4735263.500000 Penalty: 3468.301025
	Iteration 212Q: 3 clusters Score -4735264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4735268.500000 Penalty: 3468.301025
	Iteration 213Q: 3 clusters Score -4735268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4735265.000000 Penalty: 3468.301025
	Iteration 214Q: 3 clusters Score -4735265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4735269.000000 Penalty: 3468.301025
	Iteration 215Q: 3 clusters Score -4735269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4735265.000000 Penalty: 3468.301025
	Iteration 216Q: 3 clusters Score -4735265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4735265.000000 Penalty: 3468.301025
	Iteration 217Q: 3 clusters Score -4735265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4735269.000000 Penalty: 3468.301025
	Iteration 218Q: 3 clusters Score -4735269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4735277.000000 Penalty: 3468.301025
	Iteration 219Q: 3 clusters Score -4735277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4735273.000000 Penalty: 3468.301025
	Iteration 220F: 3 clusters Score -4735273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4735273.500000 Penalty: 3468.301025
	Iteration 221Q: 3 clusters Score -4735274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4735274.500000 Penalty: 3468.301025
	Iteration 222Q: 3 clusters Score -4735274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4735279.500000 Penalty: 3468.301025
	Iteration 223Q: 3 clusters Score -4735280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4735282.000000 Penalty: 3468.301025
	Iteration 224Q: 3 clusters Score -4735282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4735282.000000 Penalty: 3468.301025
	Iteration 225Q: 3 clusters Score -4735282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4735285.500000 Penalty: 3468.301025
	Iteration 226Q: 3 clusters Score -4735286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4735292.000000 Penalty: 3468.301025
	Iteration 227Q: 3 clusters Score -4735292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4735292.000000 Penalty: 3468.301025
	Iteration 228Q: 3 clusters Score -4735292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4735294.000000 Penalty: 3468.301025
	Iteration 229Q: 3 clusters Score -4735294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4735299.000000 Penalty: 3468.301025
	Iteration 230Q: 3 clusters Score -4735299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4735299.000000 Penalty: 3468.301025
	Iteration 231Q: 3 clusters Score -4735299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4735301.500000 Penalty: 3468.301025
	Iteration 232Q: 3 clusters Score -4735302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4735303.500000 Penalty: 3468.301025
	Iteration 233Q: 3 clusters Score -4735304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4735312.500000 Penalty: 3468.301025
	Iteration 234Q: 3 clusters Score -4735312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4735313.000000 Penalty: 3468.301025
	Iteration 235Q: 3 clusters Score -4735313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4735317.500000 Penalty: 3468.301025
	Iteration 236Q: 3 clusters Score -4735318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4735322.500000 Penalty: 3468.301025
	Iteration 237Q: 3 clusters Score -4735322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4735328.500000 Penalty: 3468.301025
	Iteration 238Q: 3 clusters Score -4735328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4735325.500000 Penalty: 3468.301025
	Iteration 239Q: 3 clusters Score -4735326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4735325.500000 Penalty: 3468.301025
	Iteration 240F: 3 clusters Score -4735326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4735328.000000 Penalty: 3468.301025
	Iteration 241Q: 3 clusters Score -4735328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4735330.500000 Penalty: 3468.301025
	Iteration 242Q: 3 clusters Score -4735330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4735333.000000 Penalty: 3468.301025
	Iteration 243Q: 3 clusters Score -4735333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4735333.500000 Penalty: 3468.301025
	Iteration 244Q: 3 clusters Score -4735334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4735336.500000 Penalty: 3468.301025
	Iteration 245Q: 3 clusters Score -4735336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4735341.500000 Penalty: 3468.301025
	Iteration 246Q: 3 clusters Score -4735342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4735344.500000 Penalty: 3468.301025
	Iteration 247Q: 3 clusters Score -4735344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4735343.000000 Penalty: 3468.301025
	Iteration 248Q: 3 clusters Score -4735343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4735344.000000 Penalty: 3468.301025
	Iteration 249Q: 3 clusters Score -4735344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4735341.500000 Penalty: 3468.301025
	Iteration 250Q: 3 clusters Score -4735342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4735342.000000 Penalty: 3468.301025
	Iteration 251Q: 3 clusters Score -4735342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4735339.000000 Penalty: 3468.301025
	Iteration 252Q: 3 clusters Score -4735339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4735341.000000 Penalty: 3468.301025
	Iteration 253Q: 3 clusters Score -4735341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4735342.000000 Penalty: 3468.301025
	Iteration 254Q: 3 clusters Score -4735342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4735353.000000 Penalty: 3468.301025
	Iteration 255Q: 3 clusters Score -4735353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4735349.000000 Penalty: 3468.301025
	Iteration 256Q: 3 clusters Score -4735349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4735347.500000 Penalty: 3468.301025
	Iteration 257Q: 3 clusters Score -4735348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4735353.000000 Penalty: 3468.301025
	Iteration 258Q: 3 clusters Score -4735353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4735355.000000 Penalty: 3468.301025
	Iteration 259Q: 3 clusters Score -4735355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4735362.000000 Penalty: 3468.301025
	Iteration 260F: 3 clusters Score -4735362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4735361.000000 Penalty: 3468.301025
	Iteration 261Q: 3 clusters Score -4735361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4735365.000000 Penalty: 3468.301025
	Iteration 262Q: 3 clusters Score -4735365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4735367.500000 Penalty: 3468.301025
	Iteration 263Q: 3 clusters Score -4735368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4735368.000000 Penalty: 3468.301025
	Iteration 264Q: 3 clusters Score -4735368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4735368.000000 Penalty: 3468.301025
	Iteration 265F: 3 clusters Score -4735368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Entering Unmasked Estep 
Score: -9441893.000000 Penalty: 1847.140869
	Iteration 0F: 2 clusters Score -9441893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -9384223.000000 Penalty: 3694.281738
	Iteration 0F: 3 clusters Score -9384223 nChanged 41216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -9407788.000000 Penalty: 3694.281738
	Iteration 1F: 3 clusters Score -9407788 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -9408598.000000 Penalty: 3694.281738
	Iteration 2Q: 3 clusters Score -9408598 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -9409583.000000 Penalty: 3694.281738
	Iteration 3Q: 3 clusters Score -9409583 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -9410818.000000 Penalty: 3694.281738
	Iteration 4Q: 3 clusters Score -9410818 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -9412591.000000 Penalty: 3694.281738
	Iteration 5Q: 3 clusters Score -9412591 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -9414911.000000 Penalty: 3694.281738
	Iteration 6F: 3 clusters Score -9414911 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -9417724.000000 Penalty: 3694.281738
	Iteration 7F: 3 clusters Score -9417724 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -9421274.000000 Penalty: 3694.281738
	Iteration 8F: 3 clusters Score -9421274 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -9425229.000000 Penalty: 3694.281738
	Iteration 9F: 3 clusters Score -9425229 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -9429020.000000 Penalty: 3694.281738
	Iteration 10Q: 3 clusters Score -9429020 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -9431652.000000 Penalty: 3694.281738
	Iteration 11Q: 3 clusters Score -9431652 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -9433034.000000 Penalty: 3694.281738
	Iteration 12Q: 3 clusters Score -9433034 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -9433976.000000 Penalty: 3694.281738
	Iteration 13Q: 3 clusters Score -9433976 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -9434800.000000 Penalty: 3694.281738
	Iteration 14Q: 3 clusters Score -9434800 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -9435490.000000 Penalty: 3694.281738
	Iteration 15Q: 3 clusters Score -9435490 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -9436135.000000 Penalty: 3694.281738
	Iteration 16Q: 3 clusters Score -9436135 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -9436645.000000 Penalty: 3694.281738
	Iteration 17Q: 3 clusters Score -9436645 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -9437091.000000 Penalty: 3694.281738
	Iteration 18Q: 3 clusters Score -9437091 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -9437457.000000 Penalty: 3694.281738
	Iteration 19Q: 3 clusters Score -9437457 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -9437791.000000 Penalty: 3694.281738
	Iteration 20F: 3 clusters Score -9437791 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -9438074.000000 Penalty: 3694.281738
	Iteration 21Q: 3 clusters Score -9438074 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -9438360.000000 Penalty: 3694.281738
	Iteration 22Q: 3 clusters Score -9438360 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -9438591.000000 Penalty: 3694.281738
	Iteration 23Q: 3 clusters Score -9438591 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -9438813.000000 Penalty: 3694.281738
	Iteration 24Q: 3 clusters Score -9438813 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -9438976.000000 Penalty: 3694.281738
	Iteration 25Q: 3 clusters Score -9438976 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -9439115.000000 Penalty: 3694.281738
	Iteration 26Q: 3 clusters Score -9439115 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -9439238.000000 Penalty: 3694.281738
	Iteration 27Q: 3 clusters Score -9439238 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9439363.000000 Penalty: 3694.281738
	Iteration 28Q: 3 clusters Score -9439363 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -9439449.000000 Penalty: 3694.281738
	Iteration 29Q: 3 clusters Score -9439449 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9439517.000000 Penalty: 3694.281738
	Iteration 30Q: 3 clusters Score -9439517 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9439603.000000 Penalty: 3694.281738
	Iteration 31Q: 3 clusters Score -9439603 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9439711.000000 Penalty: 3694.281738
	Iteration 32Q: 3 clusters Score -9439711 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84561 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9439761.000000 Penalty: 3694.281738
	Iteration 33Q: 3 clusters Score -9439761 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9439819.000000 Penalty: 3694.281738
	Iteration 34Q: 3 clusters Score -9439819 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84805 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9439873.000000 Penalty: 3694.281738
	Iteration 35Q: 3 clusters Score -9439873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84889 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9439900.000000 Penalty: 3694.281738
	Iteration 36Q: 3 clusters Score -9439900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9439925.000000 Penalty: 3694.281738
	Iteration 37Q: 3 clusters Score -9439925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9439953.000000 Penalty: 3694.281738
	Iteration 38Q: 3 clusters Score -9439953 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9439994.000000 Penalty: 3694.281738
	Iteration 39Q: 3 clusters Score -9439994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9440018.000000 Penalty: 3694.281738
	Iteration 40F: 3 clusters Score -9440018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9440042.000000 Penalty: 3694.281738
	Iteration 41Q: 3 clusters Score -9440042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9440061.000000 Penalty: 3694.281738
	Iteration 42Q: 3 clusters Score -9440061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9440085.000000 Penalty: 3694.281738
	Iteration 43Q: 3 clusters Score -9440085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9440096.000000 Penalty: 3694.281738
	Iteration 44Q: 3 clusters Score -9440096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9440102.000000 Penalty: 3694.281738
	Iteration 45Q: 3 clusters Score -9440102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9440106.000000 Penalty: 3694.281738
	Iteration 46Q: 3 clusters Score -9440106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9440111.000000 Penalty: 3694.281738
	Iteration 47Q: 3 clusters Score -9440111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9440117.000000 Penalty: 3694.281738
	Iteration 48Q: 3 clusters Score -9440117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9440114.000000 Penalty: 3694.281738
	Iteration 49Q: 3 clusters Score -9440114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9440120.000000 Penalty: 3694.281738
	Iteration 50Q: 3 clusters Score -9440120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9440123.000000 Penalty: 3694.281738
	Iteration 51Q: 3 clusters Score -9440123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9440119.000000 Penalty: 3694.281738
	Iteration 52Q: 3 clusters Score -9440119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9440136.000000 Penalty: 3694.281738
	Iteration 53Q: 3 clusters Score -9440136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9440135.000000 Penalty: 3694.281738
	Iteration 54Q: 3 clusters Score -9440135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9440141.000000 Penalty: 3694.281738
	Iteration 55Q: 3 clusters Score -9440141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85494 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9440139.000000 Penalty: 3694.281738
	Iteration 56Q: 3 clusters Score -9440139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9440154.000000 Penalty: 3694.281738
	Iteration 57Q: 3 clusters Score -9440154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9440156.000000 Penalty: 3694.281738
	Iteration 58Q: 3 clusters Score -9440156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9440161.000000 Penalty: 3694.281738
	Iteration 59Q: 3 clusters Score -9440161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85531 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9440159.000000 Penalty: 3694.281738
	Iteration 60F: 3 clusters Score -9440159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9440160.000000 Penalty: 3694.281738
	Iteration 61Q: 3 clusters Score -9440160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9440156.000000 Penalty: 3694.281738
	Iteration 62Q: 3 clusters Score -9440156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9440160.000000 Penalty: 3694.281738
	Iteration 63Q: 3 clusters Score -9440160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9440171.000000 Penalty: 3694.281738
	Iteration 64Q: 3 clusters Score -9440171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9440157.000000 Penalty: 3694.281738
	Iteration 65Q: 3 clusters Score -9440157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9440168.000000 Penalty: 3694.281738
	Iteration 66Q: 3 clusters Score -9440168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9440179.000000 Penalty: 3694.281738
	Iteration 67Q: 3 clusters Score -9440179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9440172.000000 Penalty: 3694.281738
	Iteration 68Q: 3 clusters Score -9440172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9440176.000000 Penalty: 3694.281738
	Iteration 69Q: 3 clusters Score -9440176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9440187.000000 Penalty: 3694.281738
	Iteration 70Q: 3 clusters Score -9440187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9440186.000000 Penalty: 3694.281738
	Iteration 71Q: 3 clusters Score -9440186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9440188.000000 Penalty: 3694.281738
	Iteration 72Q: 3 clusters Score -9440188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9440187.000000 Penalty: 3694.281738
	Iteration 73Q: 3 clusters Score -9440187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9440192.000000 Penalty: 3694.281738
	Iteration 74Q: 3 clusters Score -9440192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9440203.000000 Penalty: 3694.281738
	Iteration 75Q: 3 clusters Score -9440203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9440209.000000 Penalty: 3694.281738
	Iteration 76Q: 3 clusters Score -9440209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9440212.000000 Penalty: 3694.281738
	Iteration 77Q: 3 clusters Score -9440212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9440215.000000 Penalty: 3694.281738
	Iteration 78Q: 3 clusters Score -9440215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85620 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9440217.000000 Penalty: 3694.281738
	Iteration 79Q: 3 clusters Score -9440217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9440225.000000 Penalty: 3694.281738
	Iteration 80F: 3 clusters Score -9440225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9440219.000000 Penalty: 3694.281738
	Iteration 81Q: 3 clusters Score -9440219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9440216.000000 Penalty: 3694.281738
	Iteration 82Q: 3 clusters Score -9440216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9440216.000000 Penalty: 3694.281738
	Iteration 83Q: 3 clusters Score -9440216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9440221.000000 Penalty: 3694.281738
	Iteration 84Q: 3 clusters Score -9440221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9440239.000000 Penalty: 3694.281738
	Iteration 85Q: 3 clusters Score -9440239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9440234.000000 Penalty: 3694.281738
	Iteration 86Q: 3 clusters Score -9440234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9440230.000000 Penalty: 3694.281738
	Iteration 87Q: 3 clusters Score -9440230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9440242.000000 Penalty: 3694.281738
	Iteration 88Q: 3 clusters Score -9440242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9440242.000000 Penalty: 3694.281738
	Iteration 89Q: 3 clusters Score -9440242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9440241.000000 Penalty: 3694.281738
	Iteration 90Q: 3 clusters Score -9440241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9440248.000000 Penalty: 3694.281738
	Iteration 91Q: 3 clusters Score -9440248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9440247.000000 Penalty: 3694.281738
	Iteration 92Q: 3 clusters Score -9440247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9440247.000000 Penalty: 3694.281738
	Iteration 93Q: 3 clusters Score -9440247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9440249.000000 Penalty: 3694.281738
	Iteration 94Q: 3 clusters Score -9440249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9440249.000000 Penalty: 3694.281738
	Iteration 95F: 3 clusters Score -9440249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -515161.375000 Penalty: 1383.978882
	Iteration 0F: 2 clusters Score -515161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -511152.187500 Penalty: 2767.957764
	Iteration 0F: 3 clusters Score -511152.2 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -512317.375000 Penalty: 2767.957764
	Iteration 1F: 3 clusters Score -512317.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -512552.750000 Penalty: 2767.957764
	Iteration 2F: 3 clusters Score -512552.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -512800.843750 Penalty: 2767.957764
	Iteration 3F: 3 clusters Score -512800.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -513045.281250 Penalty: 2767.957764
	Iteration 4F: 3 clusters Score -513045.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -513269.031250 Penalty: 2767.957764
	Iteration 5F: 3 clusters Score -513269 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -513506.250000 Penalty: 2767.957764
	Iteration 6F: 3 clusters Score -513506.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -513753.750000 Penalty: 2767.957764
	Iteration 7F: 3 clusters Score -513753.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -513948.343750 Penalty: 2767.957764
	Iteration 8Q: 3 clusters Score -513948.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -514058.093750 Penalty: 2767.957764
	Iteration 9Q: 3 clusters Score -514058.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -514136.500000 Penalty: 2767.957764
	Iteration 10Q: 3 clusters Score -514136.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -514199.468750 Penalty: 2767.957764
	Iteration 11Q: 3 clusters Score -514199.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -514260.031250 Penalty: 2767.957764
	Iteration 12Q: 3 clusters Score -514260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -514324.781250 Penalty: 2767.957764
	Iteration 13Q: 3 clusters Score -514324.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -514400.906250 Penalty: 2767.957764
	Iteration 14Q: 3 clusters Score -514400.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -514477.375000 Penalty: 2767.957764
	Iteration 15Q: 3 clusters Score -514477.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -514542.875000 Penalty: 2767.957764
	Iteration 16Q: 3 clusters Score -514542.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -514604.125000 Penalty: 2767.957764
	Iteration 17Q: 3 clusters Score -514604.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -514672.062500 Penalty: 2767.957764
	Iteration 18Q: 3 clusters Score -514672.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -514745.250000 Penalty: 2767.957764
	Iteration 19Q: 3 clusters Score -514745.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -514784.406250 Penalty: 2767.957764
	Iteration 20F: 3 clusters Score -514784.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -514813.125000 Penalty: 2767.957764
	Iteration 21Q: 3 clusters Score -514813.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -514830.093750 Penalty: 2767.957764
	Iteration 22Q: 3 clusters Score -514830.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -514848.343750 Penalty: 2767.957764
	Iteration 23Q: 3 clusters Score -514848.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -514860.343750 Penalty: 2767.957764
	Iteration 24Q: 3 clusters Score -514860.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -514872.156250 Penalty: 2767.957764
	Iteration 25Q: 3 clusters Score -514872.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -514886.406250 Penalty: 2767.957764
	Iteration 26Q: 3 clusters Score -514886.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -514906.593750 Penalty: 2767.957764
	Iteration 27Q: 3 clusters Score -514906.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -514932.875000 Penalty: 2767.957764
	Iteration 28Q: 3 clusters Score -514932.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -514951.843750 Penalty: 2767.957764
	Iteration 29Q: 3 clusters Score -514951.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -514963.625000 Penalty: 2767.957764
	Iteration 30Q: 3 clusters Score -514963.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -514972.125000 Penalty: 2767.957764
	Iteration 31Q: 3 clusters Score -514972.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -514977.750000 Penalty: 2767.957764
	Iteration 32Q: 3 clusters Score -514977.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -514982.531250 Penalty: 2767.957764
	Iteration 33Q: 3 clusters Score -514982.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -514985.593750 Penalty: 2767.957764
	Iteration 34Q: 3 clusters Score -514985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -514985.718750 Penalty: 2767.957764
	Iteration 35Q: 3 clusters Score -514985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -514987.187500 Penalty: 2767.957764
	Iteration 36Q: 3 clusters Score -514987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -514988.468750 Penalty: 2767.957764
	Iteration 37Q: 3 clusters Score -514988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -514990.437500 Penalty: 2767.957764
	Iteration 38Q: 3 clusters Score -514990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -514990.593750 Penalty: 2767.957764
	Iteration 39Q: 3 clusters Score -514990.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -514991.250000 Penalty: 2767.957764
	Iteration 40F: 3 clusters Score -514991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -514991.687500 Penalty: 2767.957764
	Iteration 41Q: 3 clusters Score -514991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -514992.156250 Penalty: 2767.957764
	Iteration 42Q: 3 clusters Score -514992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -514992.156250 Penalty: 2767.957764
	Iteration 43F: 3 clusters Score -514992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -57747.312500 Penalty: 1045.352783
	Iteration 0F: 2 clusters Score -57747.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56651.390625 Penalty: 2090.705566
	Iteration 0F: 3 clusters Score -56651.39 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56891.007812 Penalty: 2090.705566
	Iteration 1F: 3 clusters Score -56891.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57033.183594 Penalty: 2090.705566
	Iteration 2F: 3 clusters Score -57033.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57208.667969 Penalty: 2090.705566
	Iteration 3F: 3 clusters Score -57208.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57471.156250 Penalty: 2090.705566
	Iteration 4F: 3 clusters Score -57471.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57797.343750 Penalty: 2090.705566
	Iteration 5F: 3 clusters Score -57797.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58056.472656 Penalty: 2090.705566
	Iteration 6F: 3 clusters Score -58056.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58234.843750 Penalty: 2090.705566
	Iteration 7Q: 3 clusters Score -58234.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58365.191406 Penalty: 2090.705566
	Iteration 8Q: 3 clusters Score -58365.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58508.640625 Penalty: 2090.705566
	Iteration 9Q: 3 clusters Score -58508.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58537.042969 Penalty: 2090.705566
	Iteration 10Q: 3 clusters Score -58537.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58543.578125 Penalty: 2090.705566
	Iteration 11Q: 3 clusters Score -58543.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58544.750000 Penalty: 2090.705566
	Iteration 12Q: 3 clusters Score -58544.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58544.750000 Penalty: 2090.705566
	Iteration 13F: 3 clusters Score -58544.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 86424 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 316 members 
Mstep: Class 5 contains 20749 members 
Mstep: Class 6 contains 3594 members 
Mstep: Class 7 contains 33272 members 
Mstep: Class 8 contains 21885 members 
Mstep: Class 9 contains 181976 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 11 contains 100161 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 38952 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 29657 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 255818 members 
Mstep: Class 21 contains 1642 members 
Entering Unmasked Estep 
Score: -93803656.000000 Penalty: 42272.929688
Splitting cluster 4 changes total score from -93804056.000000 to -93803656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Entering Unmasked Estep 
Score: -2287728.750000 Penalty: 1615.291138
	Iteration 0F: 2 clusters Score -2287729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2273788.000000 Penalty: 3230.582275
	Iteration 0F: 3 clusters Score -2273788 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2279087.000000 Penalty: 3230.582275
	Iteration 1F: 3 clusters Score -2279087 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2279627.250000 Penalty: 3230.582275
	Iteration 2F: 3 clusters Score -2279627 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2280217.500000 Penalty: 3230.582275
	Iteration 3F: 3 clusters Score -2280218 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2280876.250000 Penalty: 3230.582275
	Iteration 4F: 3 clusters Score -2280876 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2281697.500000 Penalty: 3230.582275
	Iteration 5F: 3 clusters Score -2281698 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2282719.000000 Penalty: 3230.582275
	Iteration 6F: 3 clusters Score -2282719 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2283684.500000 Penalty: 3230.582275
	Iteration 7F: 3 clusters Score -2283684 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2284407.000000 Penalty: 3230.582275
	Iteration 8F: 3 clusters Score -2284407 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2284833.000000 Penalty: 3230.582275
	Iteration 9Q: 3 clusters Score -2284833 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2285052.750000 Penalty: 3230.582275
	Iteration 10Q: 3 clusters Score -2285053 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2285179.000000 Penalty: 3230.582275
	Iteration 11Q: 3 clusters Score -2285179 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2285284.250000 Penalty: 3230.582275
	Iteration 12Q: 3 clusters Score -2285284 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2285387.250000 Penalty: 3230.582275
	Iteration 13Q: 3 clusters Score -2285387 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2285482.250000 Penalty: 3230.582275
	Iteration 14Q: 3 clusters Score -2285482 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2285582.000000 Penalty: 3230.582275
	Iteration 15Q: 3 clusters Score -2285582 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2285654.000000 Penalty: 3230.582275
	Iteration 16Q: 3 clusters Score -2285654 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2285747.750000 Penalty: 3230.582275
	Iteration 17Q: 3 clusters Score -2285748 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2285802.000000 Penalty: 3230.582275
	Iteration 18Q: 3 clusters Score -2285802 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2285869.000000 Penalty: 3230.582275
	Iteration 19Q: 3 clusters Score -2285869 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2285925.250000 Penalty: 3230.582275
	Iteration 20F: 3 clusters Score -2285925 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2285971.250000 Penalty: 3230.582275
	Iteration 21Q: 3 clusters Score -2285971 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2286015.750000 Penalty: 3230.582275
	Iteration 22Q: 3 clusters Score -2286016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2286049.750000 Penalty: 3230.582275
	Iteration 23Q: 3 clusters Score -2286050 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2286084.500000 Penalty: 3230.582275
	Iteration 24Q: 3 clusters Score -2286084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2286114.250000 Penalty: 3230.582275
	Iteration 25Q: 3 clusters Score -2286114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2286139.250000 Penalty: 3230.582275
	Iteration 26Q: 3 clusters Score -2286139 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2286172.750000 Penalty: 3230.582275
	Iteration 27Q: 3 clusters Score -2286173 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2286190.000000 Penalty: 3230.582275
	Iteration 28Q: 3 clusters Score -2286190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2286213.250000 Penalty: 3230.582275
	Iteration 29Q: 3 clusters Score -2286213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2286230.750000 Penalty: 3230.582275
	Iteration 30Q: 3 clusters Score -2286231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2286243.750000 Penalty: 3230.582275
	Iteration 31Q: 3 clusters Score -2286244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2286259.250000 Penalty: 3230.582275
	Iteration 32Q: 3 clusters Score -2286259 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2286271.000000 Penalty: 3230.582275
	Iteration 33Q: 3 clusters Score -2286271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2286295.750000 Penalty: 3230.582275
	Iteration 34Q: 3 clusters Score -2286296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2286303.000000 Penalty: 3230.582275
	Iteration 35Q: 3 clusters Score -2286303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2286316.250000 Penalty: 3230.582275
	Iteration 36Q: 3 clusters Score -2286316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2286322.250000 Penalty: 3230.582275
	Iteration 37Q: 3 clusters Score -2286322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2286328.500000 Penalty: 3230.582275
	Iteration 38Q: 3 clusters Score -2286328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2286340.500000 Penalty: 3230.582275
	Iteration 39Q: 3 clusters Score -2286340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2286349.500000 Penalty: 3230.582275
	Iteration 40F: 3 clusters Score -2286350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2286361.750000 Penalty: 3230.582275
	Iteration 41Q: 3 clusters Score -2286362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2286369.000000 Penalty: 3230.582275
	Iteration 42Q: 3 clusters Score -2286369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2286380.000000 Penalty: 3230.582275
	Iteration 43Q: 3 clusters Score -2286380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2286386.000000 Penalty: 3230.582275
	Iteration 44Q: 3 clusters Score -2286386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2286392.500000 Penalty: 3230.582275
	Iteration 45Q: 3 clusters Score -2286392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2286395.250000 Penalty: 3230.582275
	Iteration 46Q: 3 clusters Score -2286395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2286399.750000 Penalty: 3230.582275
	Iteration 47Q: 3 clusters Score -2286400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2286398.000000 Penalty: 3230.582275
	Iteration 48Q: 3 clusters Score -2286398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2286402.000000 Penalty: 3230.582275
	Iteration 49Q: 3 clusters Score -2286402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2286402.750000 Penalty: 3230.582275
	Iteration 50Q: 3 clusters Score -2286403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2286405.750000 Penalty: 3230.582275
	Iteration 51Q: 3 clusters Score -2286406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2286407.250000 Penalty: 3230.582275
	Iteration 52Q: 3 clusters Score -2286407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2286408.250000 Penalty: 3230.582275
	Iteration 53Q: 3 clusters Score -2286408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2286407.250000 Penalty: 3230.582275
	Iteration 54Q: 3 clusters Score -2286407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2286410.250000 Penalty: 3230.582275
	Iteration 55Q: 3 clusters Score -2286410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2286408.250000 Penalty: 3230.582275
	Iteration 56Q: 3 clusters Score -2286408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2286415.750000 Penalty: 3230.582275
	Iteration 57Q: 3 clusters Score -2286416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2286418.750000 Penalty: 3230.582275
	Iteration 58Q: 3 clusters Score -2286419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2286422.500000 Penalty: 3230.582275
	Iteration 59Q: 3 clusters Score -2286422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2286423.500000 Penalty: 3230.582275
	Iteration 60F: 3 clusters Score -2286424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2286434.250000 Penalty: 3230.582275
	Iteration 61Q: 3 clusters Score -2286434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2286437.500000 Penalty: 3230.582275
	Iteration 62Q: 3 clusters Score -2286438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2286438.250000 Penalty: 3230.582275
	Iteration 63Q: 3 clusters Score -2286438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2286440.250000 Penalty: 3230.582275
	Iteration 64Q: 3 clusters Score -2286440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2286443.000000 Penalty: 3230.582275
	Iteration 65Q: 3 clusters Score -2286443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2286443.000000 Penalty: 3230.582275
	Iteration 66Q: 3 clusters Score -2286443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2286443.250000 Penalty: 3230.582275
	Iteration 67Q: 3 clusters Score -2286443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2286445.000000 Penalty: 3230.582275
	Iteration 68Q: 3 clusters Score -2286445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2286446.250000 Penalty: 3230.582275
	Iteration 69Q: 3 clusters Score -2286446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2286445.750000 Penalty: 3230.582275
	Iteration 70Q: 3 clusters Score -2286446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2286446.750000 Penalty: 3230.582275
	Iteration 71Q: 3 clusters Score -2286447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2286446.500000 Penalty: 3230.582275
	Iteration 72Q: 3 clusters Score -2286446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2286448.000000 Penalty: 3230.582275
	Iteration 73Q: 3 clusters Score -2286448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2286444.750000 Penalty: 3230.582275
	Iteration 74Q: 3 clusters Score -2286445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2286446.500000 Penalty: 3230.582275
	Iteration 75Q: 3 clusters Score -2286446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2286446.500000 Penalty: 3230.582275
	Iteration 76F: 3 clusters Score -2286446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -395491.875000 Penalty: 1330.390991
	Iteration 0F: 2 clusters Score -395491.9 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 1842 members 
Entering Unmasked Estep 
Score: -392404.718750 Penalty: 2660.781982
	Iteration 0F: 3 clusters Score -392404.7 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -393163.937500 Penalty: 2660.781982
	Iteration 1F: 3 clusters Score -393163.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -393296.937500 Penalty: 2660.781982
	Iteration 2F: 3 clusters Score -393296.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -393385.875000 Penalty: 2660.781982
	Iteration 3Q: 3 clusters Score -393385.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -393447.687500 Penalty: 2660.781982
	Iteration 4Q: 3 clusters Score -393447.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -393489.843750 Penalty: 2660.781982
	Iteration 5Q: 3 clusters Score -393489.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -393530.187500 Penalty: 2660.781982
	Iteration 6Q: 3 clusters Score -393530.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -393567.000000 Penalty: 2660.781982
	Iteration 7Q: 3 clusters Score -393567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -393599.531250 Penalty: 2660.781982
	Iteration 8Q: 3 clusters Score -393599.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -393650.031250 Penalty: 2660.781982
	Iteration 9Q: 3 clusters Score -393650 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -393694.718750 Penalty: 2660.781982
	Iteration 10Q: 3 clusters Score -393694.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -393742.812500 Penalty: 2660.781982
	Iteration 11Q: 3 clusters Score -393742.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -393806.250000 Penalty: 2660.781982
	Iteration 12Q: 3 clusters Score -393806.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -393871.343750 Penalty: 2660.781982
	Iteration 13Q: 3 clusters Score -393871.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -393939.625000 Penalty: 2660.781982
	Iteration 14Q: 3 clusters Score -393939.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -394014.500000 Penalty: 2660.781982
	Iteration 15Q: 3 clusters Score -394014.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -394090.343750 Penalty: 2660.781982
	Iteration 16Q: 3 clusters Score -394090.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -394172.625000 Penalty: 2660.781982
	Iteration 17Q: 3 clusters Score -394172.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -394252.062500 Penalty: 2660.781982
	Iteration 18Q: 3 clusters Score -394252.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -394339.468750 Penalty: 2660.781982
	Iteration 19Q: 3 clusters Score -394339.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -394420.937500 Penalty: 2660.781982
	Iteration 20F: 3 clusters Score -394420.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -394475.843750 Penalty: 2660.781982
	Iteration 21Q: 3 clusters Score -394475.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -394506.375000 Penalty: 2660.781982
	Iteration 22Q: 3 clusters Score -394506.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -394518.125000 Penalty: 2660.781982
	Iteration 23Q: 3 clusters Score -394518.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -394529.500000 Penalty: 2660.781982
	Iteration 24Q: 3 clusters Score -394529.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -394538.406250 Penalty: 2660.781982
	Iteration 25Q: 3 clusters Score -394538.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -394546.812500 Penalty: 2660.781982
	Iteration 26Q: 3 clusters Score -394546.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -394556.000000 Penalty: 2660.781982
	Iteration 27Q: 3 clusters Score -394556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -394563.250000 Penalty: 2660.781982
	Iteration 28Q: 3 clusters Score -394563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -394569.500000 Penalty: 2660.781982
	Iteration 29Q: 3 clusters Score -394569.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -394574.875000 Penalty: 2660.781982
	Iteration 30Q: 3 clusters Score -394574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -394576.500000 Penalty: 2660.781982
	Iteration 31Q: 3 clusters Score -394576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -394577.750000 Penalty: 2660.781982
	Iteration 32Q: 3 clusters Score -394577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -394578.468750 Penalty: 2660.781982
	Iteration 33Q: 3 clusters Score -394578.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -394579.156250 Penalty: 2660.781982
	Iteration 34Q: 3 clusters Score -394579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -394581.218750 Penalty: 2660.781982
	Iteration 35Q: 3 clusters Score -394581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -394582.031250 Penalty: 2660.781982
	Iteration 36Q: 3 clusters Score -394582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -394583.031250 Penalty: 2660.781982
	Iteration 37Q: 3 clusters Score -394583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -394583.031250 Penalty: 2660.781982
	Iteration 38F: 3 clusters Score -394583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Entering Unmasked Estep 
Score: -3650372.500000 Penalty: 1692.026611
	Iteration 0F: 2 clusters Score -3650372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3628195.000000 Penalty: 3384.053223
	Iteration 0F: 3 clusters Score -3628195 nChanged 15346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3636778.000000 Penalty: 3384.053223
	Iteration 1F: 3 clusters Score -3636778 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3637461.250000 Penalty: 3384.053223
	Iteration 2Q: 3 clusters Score -3637461 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3638405.500000 Penalty: 3384.053223
	Iteration 3F: 3 clusters Score -3638406 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3639759.750000 Penalty: 3384.053223
	Iteration 4F: 3 clusters Score -3639760 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3641599.500000 Penalty: 3384.053223
	Iteration 5F: 3 clusters Score -3641600 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3643601.000000 Penalty: 3384.053223
	Iteration 6F: 3 clusters Score -3643601 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3645192.750000 Penalty: 3384.053223
	Iteration 7F: 3 clusters Score -3645193 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3645982.000000 Penalty: 3384.053223
	Iteration 8Q: 3 clusters Score -3645982 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3646319.250000 Penalty: 3384.053223
	Iteration 9Q: 3 clusters Score -3646319 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3646512.000000 Penalty: 3384.053223
	Iteration 10Q: 3 clusters Score -3646512 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3646620.500000 Penalty: 3384.053223
	Iteration 11Q: 3 clusters Score -3646620 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3646749.500000 Penalty: 3384.053223
	Iteration 12Q: 3 clusters Score -3646750 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3646841.250000 Penalty: 3384.053223
	Iteration 13Q: 3 clusters Score -3646841 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3646937.250000 Penalty: 3384.053223
	Iteration 14Q: 3 clusters Score -3646937 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3647036.500000 Penalty: 3384.053223
	Iteration 15Q: 3 clusters Score -3647036 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3647127.250000 Penalty: 3384.053223
	Iteration 16Q: 3 clusters Score -3647127 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3647206.500000 Penalty: 3384.053223
	Iteration 17Q: 3 clusters Score -3647206 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3647290.000000 Penalty: 3384.053223
	Iteration 18Q: 3 clusters Score -3647290 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3647359.750000 Penalty: 3384.053223
	Iteration 19Q: 3 clusters Score -3647360 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3647429.500000 Penalty: 3384.053223
	Iteration 20F: 3 clusters Score -3647430 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3647516.000000 Penalty: 3384.053223
	Iteration 21Q: 3 clusters Score -3647516 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3647608.500000 Penalty: 3384.053223
	Iteration 22Q: 3 clusters Score -3647608 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3647670.750000 Penalty: 3384.053223
	Iteration 23Q: 3 clusters Score -3647671 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3647740.500000 Penalty: 3384.053223
	Iteration 24Q: 3 clusters Score -3647740 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3647821.250000 Penalty: 3384.053223
	Iteration 25Q: 3 clusters Score -3647821 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3647886.000000 Penalty: 3384.053223
	Iteration 26Q: 3 clusters Score -3647886 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3647966.250000 Penalty: 3384.053223
	Iteration 27Q: 3 clusters Score -3647966 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3648047.250000 Penalty: 3384.053223
	Iteration 28Q: 3 clusters Score -3648047 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3648116.500000 Penalty: 3384.053223
	Iteration 29Q: 3 clusters Score -3648116 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3648170.500000 Penalty: 3384.053223
	Iteration 30Q: 3 clusters Score -3648170 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3648259.000000 Penalty: 3384.053223
	Iteration 31Q: 3 clusters Score -3648259 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3648310.750000 Penalty: 3384.053223
	Iteration 32Q: 3 clusters Score -3648311 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3648375.750000 Penalty: 3384.053223
	Iteration 33Q: 3 clusters Score -3648376 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3648428.750000 Penalty: 3384.053223
	Iteration 34Q: 3 clusters Score -3648429 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3648477.750000 Penalty: 3384.053223
	Iteration 35Q: 3 clusters Score -3648478 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3648540.750000 Penalty: 3384.053223
	Iteration 36Q: 3 clusters Score -3648541 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3648606.250000 Penalty: 3384.053223
	Iteration 37Q: 3 clusters Score -3648606 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3648683.250000 Penalty: 3384.053223
	Iteration 38Q: 3 clusters Score -3648683 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3648719.750000 Penalty: 3384.053223
	Iteration 39Q: 3 clusters Score -3648720 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3648771.000000 Penalty: 3384.053223
	Iteration 40F: 3 clusters Score -3648771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3648831.750000 Penalty: 3384.053223
	Iteration 41Q: 3 clusters Score -3648832 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3648874.250000 Penalty: 3384.053223
	Iteration 42Q: 3 clusters Score -3648874 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3648906.500000 Penalty: 3384.053223
	Iteration 43Q: 3 clusters Score -3648906 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3648942.750000 Penalty: 3384.053223
	Iteration 44Q: 3 clusters Score -3648943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3648957.750000 Penalty: 3384.053223
	Iteration 45Q: 3 clusters Score -3648958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3648975.750000 Penalty: 3384.053223
	Iteration 46Q: 3 clusters Score -3648976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3648993.500000 Penalty: 3384.053223
	Iteration 47Q: 3 clusters Score -3648994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3649001.750000 Penalty: 3384.053223
	Iteration 48Q: 3 clusters Score -3649002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3649013.000000 Penalty: 3384.053223
	Iteration 49Q: 3 clusters Score -3649013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3649019.750000 Penalty: 3384.053223
	Iteration 50Q: 3 clusters Score -3649020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3649034.500000 Penalty: 3384.053223
	Iteration 51Q: 3 clusters Score -3649034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3649039.500000 Penalty: 3384.053223
	Iteration 52Q: 3 clusters Score -3649040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3649060.250000 Penalty: 3384.053223
	Iteration 53Q: 3 clusters Score -3649060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3649065.750000 Penalty: 3384.053223
	Iteration 54Q: 3 clusters Score -3649066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3649070.000000 Penalty: 3384.053223
	Iteration 55Q: 3 clusters Score -3649070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3649073.500000 Penalty: 3384.053223
	Iteration 56Q: 3 clusters Score -3649074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3649077.000000 Penalty: 3384.053223
	Iteration 57Q: 3 clusters Score -3649077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3649081.750000 Penalty: 3384.053223
	Iteration 58Q: 3 clusters Score -3649082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3649091.500000 Penalty: 3384.053223
	Iteration 59Q: 3 clusters Score -3649092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3649106.500000 Penalty: 3384.053223
	Iteration 60F: 3 clusters Score -3649106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3649101.250000 Penalty: 3384.053223
	Iteration 61Q: 3 clusters Score -3649101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3649100.500000 Penalty: 3384.053223
	Iteration 62Q: 3 clusters Score -3649100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3649111.250000 Penalty: 3384.053223
	Iteration 63Q: 3 clusters Score -3649111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3649115.000000 Penalty: 3384.053223
	Iteration 64Q: 3 clusters Score -3649115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3649115.250000 Penalty: 3384.053223
	Iteration 65Q: 3 clusters Score -3649115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3649122.750000 Penalty: 3384.053223
	Iteration 66Q: 3 clusters Score -3649123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3649123.250000 Penalty: 3384.053223
	Iteration 67Q: 3 clusters Score -3649123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3649129.750000 Penalty: 3384.053223
	Iteration 68Q: 3 clusters Score -3649130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3649133.250000 Penalty: 3384.053223
	Iteration 69Q: 3 clusters Score -3649133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3649128.500000 Penalty: 3384.053223
	Iteration 70Q: 3 clusters Score -3649128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3649132.250000 Penalty: 3384.053223
	Iteration 71Q: 3 clusters Score -3649132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3649134.750000 Penalty: 3384.053223
	Iteration 72Q: 3 clusters Score -3649135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3649131.250000 Penalty: 3384.053223
	Iteration 73Q: 3 clusters Score -3649131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3649130.000000 Penalty: 3384.053223
	Iteration 74Q: 3 clusters Score -3649130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3649132.250000 Penalty: 3384.053223
	Iteration 75Q: 3 clusters Score -3649132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3649133.750000 Penalty: 3384.053223
	Iteration 76Q: 3 clusters Score -3649134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3649133.750000 Penalty: 3384.053223
	Iteration 77Q: 3 clusters Score -3649134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3649135.250000 Penalty: 3384.053223
	Iteration 78Q: 3 clusters Score -3649135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3649139.000000 Penalty: 3384.053223
	Iteration 79Q: 3 clusters Score -3649139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3649139.500000 Penalty: 3384.053223
	Iteration 80F: 3 clusters Score -3649140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Entering Unmasked Estep 
Score: -2305413.750000 Penalty: 1623.953003
	Iteration 0F: 2 clusters Score -2305414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2290602.000000 Penalty: 3247.906006
	Iteration 0F: 3 clusters Score -2290602 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2295864.500000 Penalty: 3247.906006
	Iteration 1F: 3 clusters Score -2295864 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2296086.750000 Penalty: 3247.906006
	Iteration 2Q: 3 clusters Score -2296087 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2296265.000000 Penalty: 3247.906006
	Iteration 3Q: 3 clusters Score -2296265 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2296443.500000 Penalty: 3247.906006
	Iteration 4Q: 3 clusters Score -2296444 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2296611.750000 Penalty: 3247.906006
	Iteration 5Q: 3 clusters Score -2296612 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2296797.000000 Penalty: 3247.906006
	Iteration 6Q: 3 clusters Score -2296797 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2297019.500000 Penalty: 3247.906006
	Iteration 7Q: 3 clusters Score -2297020 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2297362.500000 Penalty: 3247.906006
	Iteration 8Q: 3 clusters Score -2297362 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2297841.500000 Penalty: 3247.906006
	Iteration 9Q: 3 clusters Score -2297842 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2298546.250000 Penalty: 3247.906006
	Iteration 10F: 3 clusters Score -2298546 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2299544.750000 Penalty: 3247.906006
	Iteration 11F: 3 clusters Score -2299545 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2300629.500000 Penalty: 3247.906006
	Iteration 12F: 3 clusters Score -2300630 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2301754.000000 Penalty: 3247.906006
	Iteration 13F: 3 clusters Score -2301754 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2302856.000000 Penalty: 3247.906006
	Iteration 14Q: 3 clusters Score -2302856 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2303871.000000 Penalty: 3247.906006
	Iteration 15Q: 3 clusters Score -2303871 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2304337.000000 Penalty: 3247.906006
	Iteration 16Q: 3 clusters Score -2304337 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2304484.000000 Penalty: 3247.906006
	Iteration 17Q: 3 clusters Score -2304484 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2304546.000000 Penalty: 3247.906006
	Iteration 18Q: 3 clusters Score -2304546 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2304582.500000 Penalty: 3247.906006
	Iteration 19Q: 3 clusters Score -2304582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2304597.750000 Penalty: 3247.906006
	Iteration 20F: 3 clusters Score -2304598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2304611.750000 Penalty: 3247.906006
	Iteration 21Q: 3 clusters Score -2304612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2304617.750000 Penalty: 3247.906006
	Iteration 22Q: 3 clusters Score -2304618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2304632.750000 Penalty: 3247.906006
	Iteration 23Q: 3 clusters Score -2304633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2304640.000000 Penalty: 3247.906006
	Iteration 24Q: 3 clusters Score -2304640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2304642.000000 Penalty: 3247.906006
	Iteration 25Q: 3 clusters Score -2304642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2304649.750000 Penalty: 3247.906006
	Iteration 26Q: 3 clusters Score -2304650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2304652.250000 Penalty: 3247.906006
	Iteration 27Q: 3 clusters Score -2304652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2304656.250000 Penalty: 3247.906006
	Iteration 28Q: 3 clusters Score -2304656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2304658.750000 Penalty: 3247.906006
	Iteration 29Q: 3 clusters Score -2304659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2304658.500000 Penalty: 3247.906006
	Iteration 30Q: 3 clusters Score -2304658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2304660.500000 Penalty: 3247.906006
	Iteration 31Q: 3 clusters Score -2304660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2304662.500000 Penalty: 3247.906006
	Iteration 32Q: 3 clusters Score -2304662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2304665.000000 Penalty: 3247.906006
	Iteration 33Q: 3 clusters Score -2304665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2304666.250000 Penalty: 3247.906006
	Iteration 34Q: 3 clusters Score -2304666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2304664.250000 Penalty: 3247.906006
	Iteration 35Q: 3 clusters Score -2304664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2304664.750000 Penalty: 3247.906006
	Iteration 36Q: 3 clusters Score -2304665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2304662.750000 Penalty: 3247.906006
	Iteration 37Q: 3 clusters Score -2304663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2304662.000000 Penalty: 3247.906006
	Iteration 38Q: 3 clusters Score -2304662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2304660.500000 Penalty: 3247.906006
	Iteration 39Q: 3 clusters Score -2304660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2304660.500000 Penalty: 3247.906006
	Iteration 40F: 3 clusters Score -2304660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181976 members 
Entering Unmasked Estep 
Score: -19700176.000000 Penalty: 1968.139893
	Iteration 0F: 2 clusters Score -1.970018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -19581516.000000 Penalty: 3936.279785
	Iteration 0F: 3 clusters Score -1.958152e+07 nChanged 87626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -19633286.000000 Penalty: 3936.279785
	Iteration 1F: 3 clusters Score -1.963329e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -19634424.000000 Penalty: 3936.279785
	Iteration 2Q: 3 clusters Score -1.963442e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -19635940.000000 Penalty: 3936.279785
	Iteration 3Q: 3 clusters Score -1.963594e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -19638440.000000 Penalty: 3936.279785
	Iteration 4Q: 3 clusters Score -1.963844e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -19642306.000000 Penalty: 3936.279785
	Iteration 5Q: 3 clusters Score -1.964231e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -19649476.000000 Penalty: 3936.279785
	Iteration 6F: 3 clusters Score -1.964948e+07 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 113276 members 
Entering Unmasked Estep 
Score: -19660916.000000 Penalty: 3936.279785
	Iteration 7F: 3 clusters Score -1.966092e+07 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 118748 members 
Entering Unmasked Estep 
Score: -19674204.000000 Penalty: 3936.279785
	Iteration 8F: 3 clusters Score -1.96742e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 121906 members 
Entering Unmasked Estep 
Score: -19682072.000000 Penalty: 3936.279785
	Iteration 9F: 3 clusters Score -1.968207e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 123822 members 
Entering Unmasked Estep 
Score: -19685134.000000 Penalty: 3936.279785
	Iteration 10Q: 3 clusters Score -1.968513e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 125418 members 
Entering Unmasked Estep 
Score: -19686888.000000 Penalty: 3936.279785
	Iteration 11Q: 3 clusters Score -1.968689e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -19688176.000000 Penalty: 3936.279785
	Iteration 12Q: 3 clusters Score -1.968818e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 128146 members 
Entering Unmasked Estep 
Score: -19689222.000000 Penalty: 3936.279785
	Iteration 13Q: 3 clusters Score -1.968922e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 129318 members 
Entering Unmasked Estep 
Score: -19690136.000000 Penalty: 3936.279785
	Iteration 14Q: 3 clusters Score -1.969014e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 130392 members 
Entering Unmasked Estep 
Score: -19691040.000000 Penalty: 3936.279785
	Iteration 15Q: 3 clusters Score -1.969104e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 131383 members 
Entering Unmasked Estep 
Score: -19691516.000000 Penalty: 3936.279785
	Iteration 16Q: 3 clusters Score -1.969152e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 132390 members 
Entering Unmasked Estep 
Score: -19691928.000000 Penalty: 3936.279785
	Iteration 17Q: 3 clusters Score -1.969193e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 133346 members 
Entering Unmasked Estep 
Score: -19692324.000000 Penalty: 3936.279785
	Iteration 18Q: 3 clusters Score -1.969232e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 134291 members 
Entering Unmasked Estep 
Score: -19692648.000000 Penalty: 3936.279785
	Iteration 19Q: 3 clusters Score -1.969265e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 135181 members 
Entering Unmasked Estep 
Score: -19692826.000000 Penalty: 3936.279785
	Iteration 20F: 3 clusters Score -1.969283e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -19693040.000000 Penalty: 3936.279785
	Iteration 21Q: 3 clusters Score -1.969304e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 136883 members 
Entering Unmasked Estep 
Score: -19693294.000000 Penalty: 3936.279785
	Iteration 22Q: 3 clusters Score -1.969329e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -19693462.000000 Penalty: 3936.279785
	Iteration 23Q: 3 clusters Score -1.969346e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 138605 members 
Entering Unmasked Estep 
Score: -19693642.000000 Penalty: 3936.279785
	Iteration 24Q: 3 clusters Score -1.969364e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 139462 members 
Entering Unmasked Estep 
Score: -19693832.000000 Penalty: 3936.279785
	Iteration 25Q: 3 clusters Score -1.969383e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 140357 members 
Entering Unmasked Estep 
Score: -19694072.000000 Penalty: 3936.279785
	Iteration 26Q: 3 clusters Score -1.969407e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 141290 members 
Entering Unmasked Estep 
Score: -19694176.000000 Penalty: 3936.279785
	Iteration 27Q: 3 clusters Score -1.969418e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 142217 members 
Entering Unmasked Estep 
Score: -19694364.000000 Penalty: 3936.279785
	Iteration 28Q: 3 clusters Score -1.969436e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 143137 members 
Entering Unmasked Estep 
Score: -19694560.000000 Penalty: 3936.279785
	Iteration 29Q: 3 clusters Score -1.969456e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -19694752.000000 Penalty: 3936.279785
	Iteration 30Q: 3 clusters Score -1.969475e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -19694854.000000 Penalty: 3936.279785
	Iteration 31Q: 3 clusters Score -1.969485e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 145719 members 
Entering Unmasked Estep 
Score: -19694974.000000 Penalty: 3936.279785
	Iteration 32Q: 3 clusters Score -1.969497e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 146581 members 
Entering Unmasked Estep 
Score: -19695112.000000 Penalty: 3936.279785
	Iteration 33Q: 3 clusters Score -1.969511e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 147461 members 
Entering Unmasked Estep 
Score: -19695286.000000 Penalty: 3936.279785
	Iteration 34Q: 3 clusters Score -1.969529e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 148368 members 
Entering Unmasked Estep 
Score: -19695382.000000 Penalty: 3936.279785
	Iteration 35Q: 3 clusters Score -1.969538e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 149252 members 
Entering Unmasked Estep 
Score: -19695518.000000 Penalty: 3936.279785
	Iteration 36Q: 3 clusters Score -1.969552e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -19695634.000000 Penalty: 3936.279785
	Iteration 37Q: 3 clusters Score -1.969563e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 151003 members 
Entering Unmasked Estep 
Score: -19695678.000000 Penalty: 3936.279785
	Iteration 38Q: 3 clusters Score -1.969568e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 151876 members 
Entering Unmasked Estep 
Score: -19695810.000000 Penalty: 3936.279785
	Iteration 39Q: 3 clusters Score -1.969581e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 152725 members 
Entering Unmasked Estep 
Score: -19696044.000000 Penalty: 3936.279785
	Iteration 40F: 3 clusters Score -1.969604e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -19696172.000000 Penalty: 3936.279785
	Iteration 41Q: 3 clusters Score -1.969617e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 154375 members 
Entering Unmasked Estep 
Score: -19696334.000000 Penalty: 3936.279785
	Iteration 42Q: 3 clusters Score -1.969633e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 155171 members 
Entering Unmasked Estep 
Score: -19696440.000000 Penalty: 3936.279785
	Iteration 43Q: 3 clusters Score -1.969644e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 155882 members 
Entering Unmasked Estep 
Score: -19696654.000000 Penalty: 3936.279785
	Iteration 44Q: 3 clusters Score -1.969665e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 156557 members 
Entering Unmasked Estep 
Score: -19696752.000000 Penalty: 3936.279785
	Iteration 45Q: 3 clusters Score -1.969675e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 157192 members 
Entering Unmasked Estep 
Score: -19696810.000000 Penalty: 3936.279785
	Iteration 46Q: 3 clusters Score -1.969681e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 157764 members 
Entering Unmasked Estep 
Score: -19696900.000000 Penalty: 3936.279785
	Iteration 47Q: 3 clusters Score -1.96969e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 158279 members 
Entering Unmasked Estep 
Score: -19696954.000000 Penalty: 3936.279785
	Iteration 48Q: 3 clusters Score -1.969695e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 158766 members 
Entering Unmasked Estep 
Score: -19697026.000000 Penalty: 3936.279785
	Iteration 49Q: 3 clusters Score -1.969703e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -19697084.000000 Penalty: 3936.279785
	Iteration 50Q: 3 clusters Score -1.969708e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 159727 members 
Entering Unmasked Estep 
Score: -19697156.000000 Penalty: 3936.279785
	Iteration 51Q: 3 clusters Score -1.969716e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -19697210.000000 Penalty: 3936.279785
	Iteration 52Q: 3 clusters Score -1.969721e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 160720 members 
Entering Unmasked Estep 
Score: -19697214.000000 Penalty: 3936.279785
	Iteration 53Q: 3 clusters Score -1.969721e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 161176 members 
Entering Unmasked Estep 
Score: -19697302.000000 Penalty: 3936.279785
	Iteration 54Q: 3 clusters Score -1.96973e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 161620 members 
Entering Unmasked Estep 
Score: -19697414.000000 Penalty: 3936.279785
	Iteration 55Q: 3 clusters Score -1.969741e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 162038 members 
Entering Unmasked Estep 
Score: -19697462.000000 Penalty: 3936.279785
	Iteration 56Q: 3 clusters Score -1.969746e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 162415 members 
Entering Unmasked Estep 
Score: -19697508.000000 Penalty: 3936.279785
	Iteration 57Q: 3 clusters Score -1.969751e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 162797 members 
Entering Unmasked Estep 
Score: -19697550.000000 Penalty: 3936.279785
	Iteration 58Q: 3 clusters Score -1.969755e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -19697656.000000 Penalty: 3936.279785
	Iteration 59Q: 3 clusters Score -1.969766e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 163529 members 
Entering Unmasked Estep 
Score: -19697728.000000 Penalty: 3936.279785
	Iteration 60F: 3 clusters Score -1.969773e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -19697834.000000 Penalty: 3936.279785
	Iteration 61Q: 3 clusters Score -1.969783e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 164328 members 
Entering Unmasked Estep 
Score: -19697882.000000 Penalty: 3936.279785
	Iteration 62Q: 3 clusters Score -1.969788e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -19697942.000000 Penalty: 3936.279785
	Iteration 63Q: 3 clusters Score -1.969794e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -19697992.000000 Penalty: 3936.279785
	Iteration 64Q: 3 clusters Score -1.969799e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 165536 members 
Entering Unmasked Estep 
Score: -19698030.000000 Penalty: 3936.279785
	Iteration 65Q: 3 clusters Score -1.969803e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 165931 members 
Entering Unmasked Estep 
Score: -19698102.000000 Penalty: 3936.279785
	Iteration 66Q: 3 clusters Score -1.96981e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 166348 members 
Entering Unmasked Estep 
Score: -19698178.000000 Penalty: 3936.279785
	Iteration 67Q: 3 clusters Score -1.969818e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 166780 members 
Entering Unmasked Estep 
Score: -19698208.000000 Penalty: 3936.279785
	Iteration 68Q: 3 clusters Score -1.969821e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 167217 members 
Entering Unmasked Estep 
Score: -19698274.000000 Penalty: 3936.279785
	Iteration 69Q: 3 clusters Score -1.969827e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 167595 members 
Entering Unmasked Estep 
Score: -19698360.000000 Penalty: 3936.279785
	Iteration 70Q: 3 clusters Score -1.969836e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 167992 members 
Entering Unmasked Estep 
Score: -19698376.000000 Penalty: 3936.279785
	Iteration 71Q: 3 clusters Score -1.969838e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -19698462.000000 Penalty: 3936.279785
	Iteration 72Q: 3 clusters Score -1.969846e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 168740 members 
Entering Unmasked Estep 
Score: -19698518.000000 Penalty: 3936.279785
	Iteration 73Q: 3 clusters Score -1.969852e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 169083 members 
Entering Unmasked Estep 
Score: -19698538.000000 Penalty: 3936.279785
	Iteration 74Q: 3 clusters Score -1.969854e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 169433 members 
Entering Unmasked Estep 
Score: -19698600.000000 Penalty: 3936.279785
	Iteration 75Q: 3 clusters Score -1.96986e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -19698572.000000 Penalty: 3936.279785
	Iteration 76Q: 3 clusters Score -1.969857e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 170080 members 
Entering Unmasked Estep 
Score: -19698620.000000 Penalty: 3936.279785
	Iteration 77Q: 3 clusters Score -1.969862e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 170362 members 
Entering Unmasked Estep 
Score: -19698670.000000 Penalty: 3936.279785
	Iteration 78Q: 3 clusters Score -1.969867e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 170661 members 
Entering Unmasked Estep 
Score: -19698698.000000 Penalty: 3936.279785
	Iteration 79Q: 3 clusters Score -1.96987e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 170939 members 
Entering Unmasked Estep 
Score: -19698702.000000 Penalty: 3936.279785
	Iteration 80F: 3 clusters Score -1.96987e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 171212 members 
Entering Unmasked Estep 
Score: -19698688.000000 Penalty: 3936.279785
	Iteration 81Q: 3 clusters Score -1.969869e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 171478 members 
Entering Unmasked Estep 
Score: -19698694.000000 Penalty: 3936.279785
	Iteration 82Q: 3 clusters Score -1.969869e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 171765 members 
Entering Unmasked Estep 
Score: -19698696.000000 Penalty: 3936.279785
	Iteration 83Q: 3 clusters Score -1.96987e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -19698656.000000 Penalty: 3936.279785
	Iteration 84Q: 3 clusters Score -1.969866e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 172316 members 
Entering Unmasked Estep 
Score: -19698650.000000 Penalty: 3936.279785
	Iteration 85Q: 3 clusters Score -1.969865e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 172557 members 
Entering Unmasked Estep 
Score: -19698752.000000 Penalty: 3936.279785
	Iteration 86Q: 3 clusters Score -1.969875e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -19698748.000000 Penalty: 3936.279785
	Iteration 87Q: 3 clusters Score -1.969875e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 173070 members 
Entering Unmasked Estep 
Score: -19698740.000000 Penalty: 3936.279785
	Iteration 88Q: 3 clusters Score -1.969874e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 173315 members 
Entering Unmasked Estep 
Score: -19698744.000000 Penalty: 3936.279785
	Iteration 89Q: 3 clusters Score -1.969874e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 173553 members 
Entering Unmasked Estep 
Score: -19698778.000000 Penalty: 3936.279785
	Iteration 90Q: 3 clusters Score -1.969878e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 173793 members 
Entering Unmasked Estep 
Score: -19698816.000000 Penalty: 3936.279785
	Iteration 91Q: 3 clusters Score -1.969882e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -19698816.000000 Penalty: 3936.279785
	Iteration 92Q: 3 clusters Score -1.969882e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 174303 members 
Entering Unmasked Estep 
Score: -19698860.000000 Penalty: 3936.279785
	Iteration 93Q: 3 clusters Score -1.969886e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 174593 members 
Entering Unmasked Estep 
Score: -19698870.000000 Penalty: 3936.279785
	Iteration 94Q: 3 clusters Score -1.969887e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 174894 members 
Entering Unmasked Estep 
Score: -19698890.000000 Penalty: 3936.279785
	Iteration 95Q: 3 clusters Score -1.969889e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -19698860.000000 Penalty: 3936.279785
	Iteration 96Q: 3 clusters Score -1.969886e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 175507 members 
Entering Unmasked Estep 
Score: -19698854.000000 Penalty: 3936.279785
	Iteration 97Q: 3 clusters Score -1.969885e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -19698940.000000 Penalty: 3936.279785
	Iteration 98Q: 3 clusters Score -1.969894e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 176124 members 
Entering Unmasked Estep 
Score: -19699028.000000 Penalty: 3936.279785
	Iteration 99Q: 3 clusters Score -1.969903e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 176411 members 
Entering Unmasked Estep 
Score: -19699028.000000 Penalty: 3936.279785
	Iteration 100F: 3 clusters Score -1.969903e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 176704 members 
Entering Unmasked Estep 
Score: -19699030.000000 Penalty: 3936.279785
	Iteration 101Q: 3 clusters Score -1.969903e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 177019 members 
Entering Unmasked Estep 
Score: -19699094.000000 Penalty: 3936.279785
	Iteration 102Q: 3 clusters Score -1.969909e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 177331 members 
Entering Unmasked Estep 
Score: -19699104.000000 Penalty: 3936.279785
	Iteration 103Q: 3 clusters Score -1.96991e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 177620 members 
Entering Unmasked Estep 
Score: -19699108.000000 Penalty: 3936.279785
	Iteration 104Q: 3 clusters Score -1.969911e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -19699148.000000 Penalty: 3936.279785
	Iteration 105Q: 3 clusters Score -1.969915e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 178128 members 
Entering Unmasked Estep 
Score: -19699170.000000 Penalty: 3936.279785
	Iteration 106Q: 3 clusters Score -1.969917e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 178379 members 
Entering Unmasked Estep 
Score: -19699168.000000 Penalty: 3936.279785
	Iteration 107Q: 3 clusters Score -1.969917e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 178612 members 
Entering Unmasked Estep 
Score: -19699144.000000 Penalty: 3936.279785
	Iteration 108Q: 3 clusters Score -1.969914e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 178825 members 
Entering Unmasked Estep 
Score: -19699160.000000 Penalty: 3936.279785
	Iteration 109Q: 3 clusters Score -1.969916e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 179020 members 
Entering Unmasked Estep 
Score: -19699120.000000 Penalty: 3936.279785
	Iteration 110Q: 3 clusters Score -1.969912e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 179165 members 
Entering Unmasked Estep 
Score: -19699092.000000 Penalty: 3936.279785
	Iteration 111Q: 3 clusters Score -1.969909e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 179295 members 
Entering Unmasked Estep 
Score: -19699070.000000 Penalty: 3936.279785
	Iteration 112Q: 3 clusters Score -1.969907e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 179412 members 
Entering Unmasked Estep 
Score: -19699072.000000 Penalty: 3936.279785
	Iteration 113Q: 3 clusters Score -1.969907e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 179516 members 
Entering Unmasked Estep 
Score: -19699124.000000 Penalty: 3936.279785
	Iteration 114Q: 3 clusters Score -1.969912e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 179614 members 
Entering Unmasked Estep 
Score: -19699168.000000 Penalty: 3936.279785
	Iteration 115Q: 3 clusters Score -1.969917e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 179698 members 
Entering Unmasked Estep 
Score: -19699152.000000 Penalty: 3936.279785
	Iteration 116Q: 3 clusters Score -1.969915e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 179772 members 
Entering Unmasked Estep 
Score: -19699128.000000 Penalty: 3936.279785
	Iteration 117Q: 3 clusters Score -1.969913e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 179836 members 
Entering Unmasked Estep 
Score: -19699130.000000 Penalty: 3936.279785
	Iteration 118Q: 3 clusters Score -1.969913e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 179894 members 
Entering Unmasked Estep 
Score: -19699130.000000 Penalty: 3936.279785
	Iteration 119Q: 3 clusters Score -1.969913e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 179963 members 
Entering Unmasked Estep 
Score: -19699144.000000 Penalty: 3936.279785
	Iteration 120F: 3 clusters Score -1.969914e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 180032 members 
Entering Unmasked Estep 
Score: -19699170.000000 Penalty: 3936.279785
	Iteration 121Q: 3 clusters Score -1.969917e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 180084 members 
Entering Unmasked Estep 
Score: -19699140.000000 Penalty: 3936.279785
	Iteration 122Q: 3 clusters Score -1.969914e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -19699140.000000 Penalty: 3936.279785
	Iteration 123Q: 3 clusters Score -1.969914e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 180170 members 
Entering Unmasked Estep 
Score: -19699144.000000 Penalty: 3936.279785
	Iteration 124Q: 3 clusters Score -1.969914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 180198 members 
Entering Unmasked Estep 
Score: -19699146.000000 Penalty: 3936.279785
	Iteration 125Q: 3 clusters Score -1.969915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 180220 members 
Entering Unmasked Estep 
Score: -19699136.000000 Penalty: 3936.279785
	Iteration 126Q: 3 clusters Score -1.969914e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 180241 members 
Entering Unmasked Estep 
Score: -19699134.000000 Penalty: 3936.279785
	Iteration 127Q: 3 clusters Score -1.969913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -19699118.000000 Penalty: 3936.279785
	Iteration 128Q: 3 clusters Score -1.969912e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -19699128.000000 Penalty: 3936.279785
	Iteration 129Q: 3 clusters Score -1.969913e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 180333 members 
Entering Unmasked Estep 
Score: -19699120.000000 Penalty: 3936.279785
	Iteration 130Q: 3 clusters Score -1.969912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 180358 members 
Entering Unmasked Estep 
Score: -19699138.000000 Penalty: 3936.279785
	Iteration 131Q: 3 clusters Score -1.969914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 180386 members 
Entering Unmasked Estep 
Score: -19699118.000000 Penalty: 3936.279785
	Iteration 132Q: 3 clusters Score -1.969912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 180410 members 
Entering Unmasked Estep 
Score: -19699106.000000 Penalty: 3936.279785
	Iteration 133Q: 3 clusters Score -1.969911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 180429 members 
Entering Unmasked Estep 
Score: -19699118.000000 Penalty: 3936.279785
	Iteration 134Q: 3 clusters Score -1.969912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 180445 members 
Entering Unmasked Estep 
Score: -19699132.000000 Penalty: 3936.279785
	Iteration 135Q: 3 clusters Score -1.969913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 180456 members 
Entering Unmasked Estep 
Score: -19699112.000000 Penalty: 3936.279785
	Iteration 136Q: 3 clusters Score -1.969911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 180466 members 
Entering Unmasked Estep 
Score: -19699124.000000 Penalty: 3936.279785
	Iteration 137Q: 3 clusters Score -1.969912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 180471 members 
Entering Unmasked Estep 
Score: -19699114.000000 Penalty: 3936.279785
	Iteration 138Q: 3 clusters Score -1.969911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 180477 members 
Entering Unmasked Estep 
Score: -19699126.000000 Penalty: 3936.279785
	Iteration 139Q: 3 clusters Score -1.969913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 180481 members 
Entering Unmasked Estep 
Score: -19699136.000000 Penalty: 3936.279785
	Iteration 140F: 3 clusters Score -1.969914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 180487 members 
Entering Unmasked Estep 
Score: -19699118.000000 Penalty: 3936.279785
	Iteration 141Q: 3 clusters Score -1.969912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 180494 members 
Entering Unmasked Estep 
Score: -19699118.000000 Penalty: 3936.279785
	Iteration 142Q: 3 clusters Score -1.969912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 180499 members 
Entering Unmasked Estep 
Score: -19699114.000000 Penalty: 3936.279785
	Iteration 143Q: 3 clusters Score -1.969911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 180507 members 
Entering Unmasked Estep 
Score: -19699128.000000 Penalty: 3936.279785
	Iteration 144Q: 3 clusters Score -1.969913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -19699142.000000 Penalty: 3936.279785
	Iteration 145Q: 3 clusters Score -1.969914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 180516 members 
Entering Unmasked Estep 
Score: -19699156.000000 Penalty: 3936.279785
	Iteration 146Q: 3 clusters Score -1.969916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 180516 members 
Entering Unmasked Estep 
Score: -19699156.000000 Penalty: 3936.279785
	Iteration 147F: 3 clusters Score -1.969916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Entering Unmasked Estep 
Score: -4694966.500000 Penalty: 1737.920410
	Iteration 0F: 2 clusters Score -4694966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -4665645.000000 Penalty: 3475.840820
	Iteration 0F: 3 clusters Score -4665645 nChanged 20478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4676958.000000 Penalty: 3475.840820
	Iteration 1F: 3 clusters Score -4676958 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -4677370.000000 Penalty: 3475.840820
	Iteration 2Q: 3 clusters Score -4677370 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4677801.500000 Penalty: 3475.840820
	Iteration 3Q: 3 clusters Score -4677802 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4678304.500000 Penalty: 3475.840820
	Iteration 4Q: 3 clusters Score -4678304 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -4678985.500000 Penalty: 3475.840820
	Iteration 5Q: 3 clusters Score -4678986 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4679769.000000 Penalty: 3475.840820
	Iteration 6Q: 3 clusters Score -4679769 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4680750.500000 Penalty: 3475.840820
	Iteration 7Q: 3 clusters Score -4680750 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4681812.500000 Penalty: 3475.840820
	Iteration 8F: 3 clusters Score -4681812 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -4682767.000000 Penalty: 3475.840820
	Iteration 9F: 3 clusters Score -4682767 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4683758.000000 Penalty: 3475.840820
	Iteration 10Q: 3 clusters Score -4683758 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4684897.000000 Penalty: 3475.840820
	Iteration 11Q: 3 clusters Score -4684897 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -4686198.000000 Penalty: 3475.840820
	Iteration 12Q: 3 clusters Score -4686198 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4687702.000000 Penalty: 3475.840820
	Iteration 13Q: 3 clusters Score -4687702 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4689294.000000 Penalty: 3475.840820
	Iteration 14Q: 3 clusters Score -4689294 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -4690478.000000 Penalty: 3475.840820
	Iteration 15Q: 3 clusters Score -4690478 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -4691323.000000 Penalty: 3475.840820
	Iteration 16Q: 3 clusters Score -4691323 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4691824.000000 Penalty: 3475.840820
	Iteration 17Q: 3 clusters Score -4691824 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4692213.500000 Penalty: 3475.840820
	Iteration 18Q: 3 clusters Score -4692214 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4692536.500000 Penalty: 3475.840820
	Iteration 19Q: 3 clusters Score -4692536 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4692817.000000 Penalty: 3475.840820
	Iteration 20F: 3 clusters Score -4692817 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4693040.000000 Penalty: 3475.840820
	Iteration 21Q: 3 clusters Score -4693040 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4693220.000000 Penalty: 3475.840820
	Iteration 22Q: 3 clusters Score -4693220 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4693374.000000 Penalty: 3475.840820
	Iteration 23Q: 3 clusters Score -4693374 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4693484.000000 Penalty: 3475.840820
	Iteration 24Q: 3 clusters Score -4693484 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4693598.500000 Penalty: 3475.840820
	Iteration 25Q: 3 clusters Score -4693598 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4693689.500000 Penalty: 3475.840820
	Iteration 26Q: 3 clusters Score -4693690 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4693764.500000 Penalty: 3475.840820
	Iteration 27Q: 3 clusters Score -4693764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4693832.000000 Penalty: 3475.840820
	Iteration 28Q: 3 clusters Score -4693832 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4693891.500000 Penalty: 3475.840820
	Iteration 29Q: 3 clusters Score -4693892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4693907.000000 Penalty: 3475.840820
	Iteration 30Q: 3 clusters Score -4693907 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4693938.500000 Penalty: 3475.840820
	Iteration 31Q: 3 clusters Score -4693938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4693957.500000 Penalty: 3475.840820
	Iteration 32Q: 3 clusters Score -4693958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4693964.500000 Penalty: 3475.840820
	Iteration 33Q: 3 clusters Score -4693964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4693975.000000 Penalty: 3475.840820
	Iteration 34Q: 3 clusters Score -4693975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4694000.000000 Penalty: 3475.840820
	Iteration 35Q: 3 clusters Score -4694000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4694010.500000 Penalty: 3475.840820
	Iteration 36Q: 3 clusters Score -4694010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4694020.000000 Penalty: 3475.840820
	Iteration 37Q: 3 clusters Score -4694020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4694031.500000 Penalty: 3475.840820
	Iteration 38Q: 3 clusters Score -4694032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4694033.500000 Penalty: 3475.840820
	Iteration 39Q: 3 clusters Score -4694034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4694038.000000 Penalty: 3475.840820
	Iteration 40F: 3 clusters Score -4694038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4694038.000000 Penalty: 3475.840820
	Iteration 41Q: 3 clusters Score -4694038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4694042.500000 Penalty: 3475.840820
	Iteration 42Q: 3 clusters Score -4694042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4694047.000000 Penalty: 3475.840820
	Iteration 43Q: 3 clusters Score -4694047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4694041.500000 Penalty: 3475.840820
	Iteration 44Q: 3 clusters Score -4694042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4694044.000000 Penalty: 3475.840820
	Iteration 45Q: 3 clusters Score -4694044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4694048.000000 Penalty: 3475.840820
	Iteration 46Q: 3 clusters Score -4694048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4694047.000000 Penalty: 3475.840820
	Iteration 47Q: 3 clusters Score -4694047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4694043.500000 Penalty: 3475.840820
	Iteration 48Q: 3 clusters Score -4694044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4694044.000000 Penalty: 3475.840820
	Iteration 49Q: 3 clusters Score -4694044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4694050.500000 Penalty: 3475.840820
	Iteration 50Q: 3 clusters Score -4694050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4694055.500000 Penalty: 3475.840820
	Iteration 51Q: 3 clusters Score -4694056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4694054.500000 Penalty: 3475.840820
	Iteration 52Q: 3 clusters Score -4694054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4694052.500000 Penalty: 3475.840820
	Iteration 53Q: 3 clusters Score -4694052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4694052.500000 Penalty: 3475.840820
	Iteration 54F: 3 clusters Score -4694052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (100161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Entering Unmasked Estep 
Score: -10764411.000000 Penalty: 1871.111816
	Iteration 0F: 2 clusters Score -1.076441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -10697270.000000 Penalty: 3742.223633
	Iteration 0F: 3 clusters Score -1.069727e+07 nChanged 48154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -10725571.000000 Penalty: 3742.223633
	Iteration 1F: 3 clusters Score -1.072557e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -10726735.000000 Penalty: 3742.223633
	Iteration 2Q: 3 clusters Score -1.072674e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -10728352.000000 Penalty: 3742.223633
	Iteration 3Q: 3 clusters Score -1.072835e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -10730870.000000 Penalty: 3742.223633
	Iteration 4Q: 3 clusters Score -1.073087e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -10734387.000000 Penalty: 3742.223633
	Iteration 5F: 3 clusters Score -1.073439e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -10739139.000000 Penalty: 3742.223633
	Iteration 6F: 3 clusters Score -1.073914e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -10743949.000000 Penalty: 3742.223633
	Iteration 7F: 3 clusters Score -1.074395e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -10748437.000000 Penalty: 3742.223633
	Iteration 8F: 3 clusters Score -1.074844e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -10751468.000000 Penalty: 3742.223633
	Iteration 9Q: 3 clusters Score -1.075147e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -10753566.000000 Penalty: 3742.223633
	Iteration 10Q: 3 clusters Score -1.075357e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -10755295.000000 Penalty: 3742.223633
	Iteration 11Q: 3 clusters Score -1.07553e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -10756754.000000 Penalty: 3742.223633
	Iteration 12Q: 3 clusters Score -1.075675e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -10758042.000000 Penalty: 3742.223633
	Iteration 13Q: 3 clusters Score -1.075804e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -10759253.000000 Penalty: 3742.223633
	Iteration 14Q: 3 clusters Score -1.075925e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -10760152.000000 Penalty: 3742.223633
	Iteration 15Q: 3 clusters Score -1.076015e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -10761009.000000 Penalty: 3742.223633
	Iteration 16Q: 3 clusters Score -1.076101e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97544 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10761594.000000 Penalty: 3742.223633
	Iteration 17Q: 3 clusters Score -1.076159e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -10761999.000000 Penalty: 3742.223633
	Iteration 18Q: 3 clusters Score -1.0762e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10762308.000000 Penalty: 3742.223633
	Iteration 19Q: 3 clusters Score -1.076231e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10762475.000000 Penalty: 3742.223633
	Iteration 20F: 3 clusters Score -1.076248e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10762650.000000 Penalty: 3742.223633
	Iteration 21Q: 3 clusters Score -1.076265e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10762760.000000 Penalty: 3742.223633
	Iteration 22Q: 3 clusters Score -1.076276e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10762813.000000 Penalty: 3742.223633
	Iteration 23Q: 3 clusters Score -1.076281e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10762834.000000 Penalty: 3742.223633
	Iteration 24Q: 3 clusters Score -1.076283e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99452 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10762870.000000 Penalty: 3742.223633
	Iteration 25Q: 3 clusters Score -1.076287e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10762896.000000 Penalty: 3742.223633
	Iteration 26Q: 3 clusters Score -1.07629e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10762916.000000 Penalty: 3742.223633
	Iteration 27Q: 3 clusters Score -1.076292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10762939.000000 Penalty: 3742.223633
	Iteration 28Q: 3 clusters Score -1.076294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10762928.000000 Penalty: 3742.223633
	Iteration 29Q: 3 clusters Score -1.076293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99535 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10762937.000000 Penalty: 3742.223633
	Iteration 30Q: 3 clusters Score -1.076294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10762945.000000 Penalty: 3742.223633
	Iteration 31Q: 3 clusters Score -1.076294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10762941.000000 Penalty: 3742.223633
	Iteration 32Q: 3 clusters Score -1.076294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99552 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10762941.000000 Penalty: 3742.223633
	Iteration 33Q: 3 clusters Score -1.076294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99558 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10762947.000000 Penalty: 3742.223633
	Iteration 34Q: 3 clusters Score -1.076295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10762942.000000 Penalty: 3742.223633
	Iteration 35Q: 3 clusters Score -1.076294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10762949.000000 Penalty: 3742.223633
	Iteration 36Q: 3 clusters Score -1.076295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10762963.000000 Penalty: 3742.223633
	Iteration 37Q: 3 clusters Score -1.076296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10762949.000000 Penalty: 3742.223633
	Iteration 38Q: 3 clusters Score -1.076295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10762964.000000 Penalty: 3742.223633
	Iteration 39Q: 3 clusters Score -1.076296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10762964.000000 Penalty: 3742.223633
	Iteration 40F: 3 clusters Score -1.076296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10762963.000000 Penalty: 3742.223633
	Iteration 41Q: 3 clusters Score -1.076296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10762961.000000 Penalty: 3742.223633
	Iteration 42Q: 3 clusters Score -1.076296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10762975.000000 Penalty: 3742.223633
	Iteration 43Q: 3 clusters Score -1.076298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10762968.000000 Penalty: 3742.223633
	Iteration 44Q: 3 clusters Score -1.076297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10762968.000000 Penalty: 3742.223633
	Iteration 45Q: 3 clusters Score -1.076297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10762975.000000 Penalty: 3742.223633
	Iteration 46Q: 3 clusters Score -1.076298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10762981.000000 Penalty: 3742.223633
	Iteration 47Q: 3 clusters Score -1.076298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10762976.000000 Penalty: 3742.223633
	Iteration 48Q: 3 clusters Score -1.076298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10762984.000000 Penalty: 3742.223633
	Iteration 49Q: 3 clusters Score -1.076298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10762990.000000 Penalty: 3742.223633
	Iteration 50Q: 3 clusters Score -1.076299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10762988.000000 Penalty: 3742.223633
	Iteration 51Q: 3 clusters Score -1.076299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10762988.000000 Penalty: 3742.223633
	Iteration 52F: 3 clusters Score -1.076299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -544040.187500 Penalty: 1378.187134
	Iteration 0F: 2 clusters Score -544040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -540205.937500 Penalty: 2756.374268
	Iteration 0F: 3 clusters Score -540205.9 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -541254.437500 Penalty: 2756.374268
	Iteration 1F: 3 clusters Score -541254.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -541386.375000 Penalty: 2756.374268
	Iteration 2F: 3 clusters Score -541386.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -541480.312500 Penalty: 2756.374268
	Iteration 3Q: 3 clusters Score -541480.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -541535.875000 Penalty: 2756.374268
	Iteration 4Q: 3 clusters Score -541535.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -541580.125000 Penalty: 2756.374268
	Iteration 5Q: 3 clusters Score -541580.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -541620.937500 Penalty: 2756.374268
	Iteration 6Q: 3 clusters Score -541620.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -541662.687500 Penalty: 2756.374268
	Iteration 7Q: 3 clusters Score -541662.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -541710.750000 Penalty: 2756.374268
	Iteration 8Q: 3 clusters Score -541710.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -541754.250000 Penalty: 2756.374268
	Iteration 9Q: 3 clusters Score -541754.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -541796.187500 Penalty: 2756.374268
	Iteration 10Q: 3 clusters Score -541796.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -541848.000000 Penalty: 2756.374268
	Iteration 11Q: 3 clusters Score -541848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -541910.125000 Penalty: 2756.374268
	Iteration 12Q: 3 clusters Score -541910.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -541977.562500 Penalty: 2756.374268
	Iteration 13Q: 3 clusters Score -541977.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -542054.062500 Penalty: 2756.374268
	Iteration 14Q: 3 clusters Score -542054.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -542130.312500 Penalty: 2756.374268
	Iteration 15Q: 3 clusters Score -542130.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -542223.437500 Penalty: 2756.374268
	Iteration 16Q: 3 clusters Score -542223.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -542309.500000 Penalty: 2756.374268
	Iteration 17Q: 3 clusters Score -542309.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -542402.250000 Penalty: 2756.374268
	Iteration 18Q: 3 clusters Score -542402.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -542502.250000 Penalty: 2756.374268
	Iteration 19Q: 3 clusters Score -542502.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -542591.187500 Penalty: 2756.374268
	Iteration 20F: 3 clusters Score -542591.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -542651.062500 Penalty: 2756.374268
	Iteration 21Q: 3 clusters Score -542651.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -542682.625000 Penalty: 2756.374268
	Iteration 22Q: 3 clusters Score -542682.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -542709.875000 Penalty: 2756.374268
	Iteration 23Q: 3 clusters Score -542709.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -542730.437500 Penalty: 2756.374268
	Iteration 24Q: 3 clusters Score -542730.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -542742.125000 Penalty: 2756.374268
	Iteration 25Q: 3 clusters Score -542742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -542750.750000 Penalty: 2756.374268
	Iteration 26Q: 3 clusters Score -542750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -542763.562500 Penalty: 2756.374268
	Iteration 27Q: 3 clusters Score -542763.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -542771.937500 Penalty: 2756.374268
	Iteration 28Q: 3 clusters Score -542771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -542776.437500 Penalty: 2756.374268
	Iteration 29Q: 3 clusters Score -542776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -542779.000000 Penalty: 2756.374268
	Iteration 30Q: 3 clusters Score -542779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -542782.187500 Penalty: 2756.374268
	Iteration 31Q: 3 clusters Score -542782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -542787.062500 Penalty: 2756.374268
	Iteration 32Q: 3 clusters Score -542787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -542789.437500 Penalty: 2756.374268
	Iteration 33Q: 3 clusters Score -542789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -542790.500000 Penalty: 2756.374268
	Iteration 34Q: 3 clusters Score -542790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -542792.375000 Penalty: 2756.374268
	Iteration 35Q: 3 clusters Score -542792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -542794.437500 Penalty: 2756.374268
	Iteration 36Q: 3 clusters Score -542794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -542796.562500 Penalty: 2756.374268
	Iteration 37Q: 3 clusters Score -542796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -542797.375000 Penalty: 2756.374268
	Iteration 38Q: 3 clusters Score -542797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -542799.250000 Penalty: 2756.374268
	Iteration 39Q: 3 clusters Score -542799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -542799.250000 Penalty: 2756.374268
	Iteration 40F: 3 clusters Score -542799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Entering Unmasked Estep 
Score: -4283317.500000 Penalty: 1717.638916
	Iteration 0F: 2 clusters Score -4283318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4257335.000000 Penalty: 3435.277832
	Iteration 0F: 3 clusters Score -4257335 nChanged 17955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4267131.000000 Penalty: 3435.277832
	Iteration 1F: 3 clusters Score -4267131 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4267609.000000 Penalty: 3435.277832
	Iteration 2Q: 3 clusters Score -4267609 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4268249.500000 Penalty: 3435.277832
	Iteration 3Q: 3 clusters Score -4268250 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4269138.000000 Penalty: 3435.277832
	Iteration 4Q: 3 clusters Score -4269138 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -4270365.000000 Penalty: 3435.277832
	Iteration 5F: 3 clusters Score -4270365 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4272235.000000 Penalty: 3435.277832
	Iteration 6F: 3 clusters Score -4272235 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -4274602.000000 Penalty: 3435.277832
	Iteration 7F: 3 clusters Score -4274602 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4276768.500000 Penalty: 3435.277832
	Iteration 8F: 3 clusters Score -4276768 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4278059.000000 Penalty: 3435.277832
	Iteration 9F: 3 clusters Score -4278059 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -4278656.500000 Penalty: 3435.277832
	Iteration 10Q: 3 clusters Score -4278656 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -4278967.000000 Penalty: 3435.277832
	Iteration 11Q: 3 clusters Score -4278967 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4279219.500000 Penalty: 3435.277832
	Iteration 12Q: 3 clusters Score -4279220 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4279402.500000 Penalty: 3435.277832
	Iteration 13Q: 3 clusters Score -4279402 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4279544.000000 Penalty: 3435.277832
	Iteration 14Q: 3 clusters Score -4279544 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -4279663.000000 Penalty: 3435.277832
	Iteration 15Q: 3 clusters Score -4279663 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4279767.000000 Penalty: 3435.277832
	Iteration 16Q: 3 clusters Score -4279767 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4279837.500000 Penalty: 3435.277832
	Iteration 17Q: 3 clusters Score -4279838 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4279902.000000 Penalty: 3435.277832
	Iteration 18Q: 3 clusters Score -4279902 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4279960.000000 Penalty: 3435.277832
	Iteration 19Q: 3 clusters Score -4279960 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -4280012.000000 Penalty: 3435.277832
	Iteration 20F: 3 clusters Score -4280012 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4280058.000000 Penalty: 3435.277832
	Iteration 21Q: 3 clusters Score -4280058 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4280136.500000 Penalty: 3435.277832
	Iteration 22Q: 3 clusters Score -4280136 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -4280183.500000 Penalty: 3435.277832
	Iteration 23Q: 3 clusters Score -4280184 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4280250.000000 Penalty: 3435.277832
	Iteration 24Q: 3 clusters Score -4280250 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4280279.000000 Penalty: 3435.277832
	Iteration 25Q: 3 clusters Score -4280279 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4280325.000000 Penalty: 3435.277832
	Iteration 26Q: 3 clusters Score -4280325 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4280369.500000 Penalty: 3435.277832
	Iteration 27Q: 3 clusters Score -4280370 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4280414.000000 Penalty: 3435.277832
	Iteration 28Q: 3 clusters Score -4280414 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4280449.500000 Penalty: 3435.277832
	Iteration 29Q: 3 clusters Score -4280450 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4280507.000000 Penalty: 3435.277832
	Iteration 30Q: 3 clusters Score -4280507 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4280548.000000 Penalty: 3435.277832
	Iteration 31Q: 3 clusters Score -4280548 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4280591.000000 Penalty: 3435.277832
	Iteration 32Q: 3 clusters Score -4280591 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4280660.500000 Penalty: 3435.277832
	Iteration 33Q: 3 clusters Score -4280660 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4280695.500000 Penalty: 3435.277832
	Iteration 34Q: 3 clusters Score -4280696 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4280733.500000 Penalty: 3435.277832
	Iteration 35Q: 3 clusters Score -4280734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4280770.000000 Penalty: 3435.277832
	Iteration 36Q: 3 clusters Score -4280770 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4280805.500000 Penalty: 3435.277832
	Iteration 37Q: 3 clusters Score -4280806 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -4280827.000000 Penalty: 3435.277832
	Iteration 38Q: 3 clusters Score -4280827 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4280864.500000 Penalty: 3435.277832
	Iteration 39Q: 3 clusters Score -4280864 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -4280897.500000 Penalty: 3435.277832
	Iteration 40F: 3 clusters Score -4280898 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4280938.500000 Penalty: 3435.277832
	Iteration 41Q: 3 clusters Score -4280938 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4280964.000000 Penalty: 3435.277832
	Iteration 42Q: 3 clusters Score -4280964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4280996.500000 Penalty: 3435.277832
	Iteration 43Q: 3 clusters Score -4280996 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4281010.000000 Penalty: 3435.277832
	Iteration 44Q: 3 clusters Score -4281010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4281053.000000 Penalty: 3435.277832
	Iteration 45Q: 3 clusters Score -4281053 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4281069.000000 Penalty: 3435.277832
	Iteration 46Q: 3 clusters Score -4281069 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -4281107.000000 Penalty: 3435.277832
	Iteration 47Q: 3 clusters Score -4281107 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4281120.500000 Penalty: 3435.277832
	Iteration 48Q: 3 clusters Score -4281120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4281151.500000 Penalty: 3435.277832
	Iteration 49Q: 3 clusters Score -4281152 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4281174.500000 Penalty: 3435.277832
	Iteration 50Q: 3 clusters Score -4281174 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4281198.500000 Penalty: 3435.277832
	Iteration 51Q: 3 clusters Score -4281198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4281229.000000 Penalty: 3435.277832
	Iteration 52Q: 3 clusters Score -4281229 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4281243.000000 Penalty: 3435.277832
	Iteration 53Q: 3 clusters Score -4281243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4281258.000000 Penalty: 3435.277832
	Iteration 54Q: 3 clusters Score -4281258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -4281271.500000 Penalty: 3435.277832
	Iteration 55Q: 3 clusters Score -4281272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4281284.500000 Penalty: 3435.277832
	Iteration 56Q: 3 clusters Score -4281284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -4281312.500000 Penalty: 3435.277832
	Iteration 57Q: 3 clusters Score -4281312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -4281332.500000 Penalty: 3435.277832
	Iteration 58Q: 3 clusters Score -4281332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -4281334.000000 Penalty: 3435.277832
	Iteration 59Q: 3 clusters Score -4281334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4281360.500000 Penalty: 3435.277832
	Iteration 60F: 3 clusters Score -4281360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4281375.500000 Penalty: 3435.277832
	Iteration 61Q: 3 clusters Score -4281376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4281410.000000 Penalty: 3435.277832
	Iteration 62Q: 3 clusters Score -4281410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4281443.000000 Penalty: 3435.277832
	Iteration 63Q: 3 clusters Score -4281443 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4281467.000000 Penalty: 3435.277832
	Iteration 64Q: 3 clusters Score -4281467 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4281481.500000 Penalty: 3435.277832
	Iteration 65Q: 3 clusters Score -4281482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -4281497.000000 Penalty: 3435.277832
	Iteration 66Q: 3 clusters Score -4281497 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4281514.000000 Penalty: 3435.277832
	Iteration 67Q: 3 clusters Score -4281514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4281548.000000 Penalty: 3435.277832
	Iteration 68Q: 3 clusters Score -4281548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4281540.500000 Penalty: 3435.277832
	Iteration 69Q: 3 clusters Score -4281540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4281547.500000 Penalty: 3435.277832
	Iteration 70Q: 3 clusters Score -4281548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4281559.500000 Penalty: 3435.277832
	Iteration 71Q: 3 clusters Score -4281560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4281578.500000 Penalty: 3435.277832
	Iteration 72Q: 3 clusters Score -4281578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4281594.000000 Penalty: 3435.277832
	Iteration 73Q: 3 clusters Score -4281594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -4281597.500000 Penalty: 3435.277832
	Iteration 74Q: 3 clusters Score -4281598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -4281604.500000 Penalty: 3435.277832
	Iteration 75Q: 3 clusters Score -4281604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4281608.500000 Penalty: 3435.277832
	Iteration 76Q: 3 clusters Score -4281608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4281613.500000 Penalty: 3435.277832
	Iteration 77Q: 3 clusters Score -4281614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -4281619.500000 Penalty: 3435.277832
	Iteration 78Q: 3 clusters Score -4281620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -4281621.000000 Penalty: 3435.277832
	Iteration 79Q: 3 clusters Score -4281621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4281635.500000 Penalty: 3435.277832
	Iteration 80F: 3 clusters Score -4281636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -4281640.000000 Penalty: 3435.277832
	Iteration 81Q: 3 clusters Score -4281640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4281652.000000 Penalty: 3435.277832
	Iteration 82Q: 3 clusters Score -4281652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4281658.500000 Penalty: 3435.277832
	Iteration 83Q: 3 clusters Score -4281658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4281673.000000 Penalty: 3435.277832
	Iteration 84Q: 3 clusters Score -4281673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -4281662.500000 Penalty: 3435.277832
	Iteration 85Q: 3 clusters Score -4281662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4281673.500000 Penalty: 3435.277832
	Iteration 86Q: 3 clusters Score -4281674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4281677.000000 Penalty: 3435.277832
	Iteration 87Q: 3 clusters Score -4281677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -4281678.000000 Penalty: 3435.277832
	Iteration 88Q: 3 clusters Score -4281678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4281687.500000 Penalty: 3435.277832
	Iteration 89Q: 3 clusters Score -4281688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4281687.500000 Penalty: 3435.277832
	Iteration 90Q: 3 clusters Score -4281688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4281693.000000 Penalty: 3435.277832
	Iteration 91Q: 3 clusters Score -4281693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -4281704.000000 Penalty: 3435.277832
	Iteration 92Q: 3 clusters Score -4281704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4281707.000000 Penalty: 3435.277832
	Iteration 93Q: 3 clusters Score -4281707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4281720.000000 Penalty: 3435.277832
	Iteration 94Q: 3 clusters Score -4281720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4281720.500000 Penalty: 3435.277832
	Iteration 95Q: 3 clusters Score -4281720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4281728.000000 Penalty: 3435.277832
	Iteration 96Q: 3 clusters Score -4281728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4281725.500000 Penalty: 3435.277832
	Iteration 97Q: 3 clusters Score -4281726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -4281727.000000 Penalty: 3435.277832
	Iteration 98Q: 3 clusters Score -4281727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4281736.500000 Penalty: 3435.277832
	Iteration 99Q: 3 clusters Score -4281736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4281742.500000 Penalty: 3435.277832
	Iteration 100F: 3 clusters Score -4281742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -4281753.000000 Penalty: 3435.277832
	Iteration 101Q: 3 clusters Score -4281753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4281755.500000 Penalty: 3435.277832
	Iteration 102Q: 3 clusters Score -4281756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4281759.000000 Penalty: 3435.277832
	Iteration 103Q: 3 clusters Score -4281759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4281768.500000 Penalty: 3435.277832
	Iteration 104Q: 3 clusters Score -4281768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -4281760.000000 Penalty: 3435.277832
	Iteration 105Q: 3 clusters Score -4281760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -4281769.000000 Penalty: 3435.277832
	Iteration 106Q: 3 clusters Score -4281769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4281775.000000 Penalty: 3435.277832
	Iteration 107Q: 3 clusters Score -4281775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -4281779.000000 Penalty: 3435.277832
	Iteration 108Q: 3 clusters Score -4281779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -4281783.000000 Penalty: 3435.277832
	Iteration 109Q: 3 clusters Score -4281783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -4281789.500000 Penalty: 3435.277832
	Iteration 110Q: 3 clusters Score -4281790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -4281796.000000 Penalty: 3435.277832
	Iteration 111Q: 3 clusters Score -4281796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4281804.000000 Penalty: 3435.277832
	Iteration 112Q: 3 clusters Score -4281804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4281814.000000 Penalty: 3435.277832
	Iteration 113Q: 3 clusters Score -4281814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -4281812.500000 Penalty: 3435.277832
	Iteration 114Q: 3 clusters Score -4281812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -4281811.000000 Penalty: 3435.277832
	Iteration 115Q: 3 clusters Score -4281811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4281809.500000 Penalty: 3435.277832
	Iteration 116Q: 3 clusters Score -4281810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -4281812.500000 Penalty: 3435.277832
	Iteration 117Q: 3 clusters Score -4281812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4281814.000000 Penalty: 3435.277832
	Iteration 118Q: 3 clusters Score -4281814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4281814.000000 Penalty: 3435.277832
	Iteration 119Q: 3 clusters Score -4281814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4281813.000000 Penalty: 3435.277832
	Iteration 120F: 3 clusters Score -4281813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4281814.500000 Penalty: 3435.277832
	Iteration 121Q: 3 clusters Score -4281814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4281816.500000 Penalty: 3435.277832
	Iteration 122Q: 3 clusters Score -4281816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -4281810.500000 Penalty: 3435.277832
	Iteration 123Q: 3 clusters Score -4281810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4281816.500000 Penalty: 3435.277832
	Iteration 124Q: 3 clusters Score -4281816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -4281817.500000 Penalty: 3435.277832
	Iteration 125Q: 3 clusters Score -4281818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -4281824.500000 Penalty: 3435.277832
	Iteration 126Q: 3 clusters Score -4281824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -4281824.500000 Penalty: 3435.277832
	Iteration 127F: 3 clusters Score -4281824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Entering Unmasked Estep 
Score: -814222.750000 Penalty: 1446.980347
	Iteration 0F: 2 clusters Score -814222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -808746.125000 Penalty: 2893.960693
	Iteration 0F: 3 clusters Score -808746.1 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -810425.687500 Penalty: 2893.960693
	Iteration 1F: 3 clusters Score -810425.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -810577.812500 Penalty: 2893.960693
	Iteration 2F: 3 clusters Score -810577.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -810687.750000 Penalty: 2893.960693
	Iteration 3Q: 3 clusters Score -810687.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -810756.687500 Penalty: 2893.960693
	Iteration 4Q: 3 clusters Score -810756.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -810816.437500 Penalty: 2893.960693
	Iteration 5Q: 3 clusters Score -810816.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -810856.437500 Penalty: 2893.960693
	Iteration 6Q: 3 clusters Score -810856.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -810889.500000 Penalty: 2893.960693
	Iteration 7Q: 3 clusters Score -810889.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -810921.312500 Penalty: 2893.960693
	Iteration 8Q: 3 clusters Score -810921.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -810944.312500 Penalty: 2893.960693
	Iteration 9Q: 3 clusters Score -810944.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -810968.562500 Penalty: 2893.960693
	Iteration 10Q: 3 clusters Score -810968.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -810995.125000 Penalty: 2893.960693
	Iteration 11Q: 3 clusters Score -810995.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -811018.500000 Penalty: 2893.960693
	Iteration 12Q: 3 clusters Score -811018.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -811048.875000 Penalty: 2893.960693
	Iteration 13Q: 3 clusters Score -811048.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -811083.250000 Penalty: 2893.960693
	Iteration 14Q: 3 clusters Score -811083.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -811119.250000 Penalty: 2893.960693
	Iteration 15Q: 3 clusters Score -811119.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -811150.750000 Penalty: 2893.960693
	Iteration 16Q: 3 clusters Score -811150.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -811192.750000 Penalty: 2893.960693
	Iteration 17Q: 3 clusters Score -811192.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -811243.312500 Penalty: 2893.960693
	Iteration 18Q: 3 clusters Score -811243.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -811295.500000 Penalty: 2893.960693
	Iteration 19Q: 3 clusters Score -811295.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -811341.437500 Penalty: 2893.960693
	Iteration 20F: 3 clusters Score -811341.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -811387.875000 Penalty: 2893.960693
	Iteration 21Q: 3 clusters Score -811387.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -811453.750000 Penalty: 2893.960693
	Iteration 22Q: 3 clusters Score -811453.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -811539.187500 Penalty: 2893.960693
	Iteration 23Q: 3 clusters Score -811539.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -811650.375000 Penalty: 2893.960693
	Iteration 24Q: 3 clusters Score -811650.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -811800.125000 Penalty: 2893.960693
	Iteration 25Q: 3 clusters Score -811800.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -811950.812500 Penalty: 2893.960693
	Iteration 26Q: 3 clusters Score -811950.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -812115.562500 Penalty: 2893.960693
	Iteration 27Q: 3 clusters Score -812115.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -812284.062500 Penalty: 2893.960693
	Iteration 28Q: 3 clusters Score -812284.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -812412.500000 Penalty: 2893.960693
	Iteration 29Q: 3 clusters Score -812412.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -812496.187500 Penalty: 2893.960693
	Iteration 30Q: 3 clusters Score -812496.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -812551.937500 Penalty: 2893.960693
	Iteration 31Q: 3 clusters Score -812551.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -812584.687500 Penalty: 2893.960693
	Iteration 32Q: 3 clusters Score -812584.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -812610.500000 Penalty: 2893.960693
	Iteration 33Q: 3 clusters Score -812610.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -812626.000000 Penalty: 2893.960693
	Iteration 34Q: 3 clusters Score -812626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -812649.437500 Penalty: 2893.960693
	Iteration 35Q: 3 clusters Score -812649.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -812669.875000 Penalty: 2893.960693
	Iteration 36Q: 3 clusters Score -812669.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -812684.250000 Penalty: 2893.960693
	Iteration 37Q: 3 clusters Score -812684.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -812703.250000 Penalty: 2893.960693
	Iteration 38Q: 3 clusters Score -812703.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -812717.375000 Penalty: 2893.960693
	Iteration 39Q: 3 clusters Score -812717.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -812727.687500 Penalty: 2893.960693
	Iteration 40F: 3 clusters Score -812727.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -812729.250000 Penalty: 2893.960693
	Iteration 41Q: 3 clusters Score -812729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -812734.000000 Penalty: 2893.960693
	Iteration 42Q: 3 clusters Score -812734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -812736.875000 Penalty: 2893.960693
	Iteration 43Q: 3 clusters Score -812736.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -812742.812500 Penalty: 2893.960693
	Iteration 44Q: 3 clusters Score -812742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -812745.250000 Penalty: 2893.960693
	Iteration 45Q: 3 clusters Score -812745.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -812748.125000 Penalty: 2893.960693
	Iteration 46Q: 3 clusters Score -812748.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -812750.875000 Penalty: 2893.960693
	Iteration 47Q: 3 clusters Score -812750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -812753.812500 Penalty: 2893.960693
	Iteration 48Q: 3 clusters Score -812753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -812757.812500 Penalty: 2893.960693
	Iteration 49Q: 3 clusters Score -812757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -812759.437500 Penalty: 2893.960693
	Iteration 50Q: 3 clusters Score -812759.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -812764.625000 Penalty: 2893.960693
	Iteration 51Q: 3 clusters Score -812764.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -812768.125000 Penalty: 2893.960693
	Iteration 52Q: 3 clusters Score -812768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -812769.312500 Penalty: 2893.960693
	Iteration 53Q: 3 clusters Score -812769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -812769.062500 Penalty: 2893.960693
	Iteration 54Q: 3 clusters Score -812769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -812770.312500 Penalty: 2893.960693
	Iteration 55Q: 3 clusters Score -812770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -812771.687500 Penalty: 2893.960693
	Iteration 56Q: 3 clusters Score -812771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -812771.750000 Penalty: 2893.960693
	Iteration 57Q: 3 clusters Score -812771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -812772.312500 Penalty: 2893.960693
	Iteration 58Q: 3 clusters Score -812772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -812771.625000 Penalty: 2893.960693
	Iteration 59Q: 3 clusters Score -812771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -812772.875000 Penalty: 2893.960693
	Iteration 60F: 3 clusters Score -812772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Entering Unmasked Estep 
Score: -3271147.750000 Penalty: 1673.336304
	Iteration 0F: 2 clusters Score -3271148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3251255.250000 Penalty: 3346.672607
	Iteration 0F: 3 clusters Score -3251255 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3258638.750000 Penalty: 3346.672607
	Iteration 1F: 3 clusters Score -3258639 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3259053.500000 Penalty: 3346.672607
	Iteration 2Q: 3 clusters Score -3259054 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3259525.750000 Penalty: 3346.672607
	Iteration 3Q: 3 clusters Score -3259526 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3260132.750000 Penalty: 3346.672607
	Iteration 4Q: 3 clusters Score -3260133 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3261007.500000 Penalty: 3346.672607
	Iteration 5F: 3 clusters Score -3261008 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3262428.250000 Penalty: 3346.672607
	Iteration 6F: 3 clusters Score -3262428 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3264404.750000 Penalty: 3346.672607
	Iteration 7F: 3 clusters Score -3264405 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3266456.750000 Penalty: 3346.672607
	Iteration 8F: 3 clusters Score -3266457 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3267834.000000 Penalty: 3346.672607
	Iteration 9Q: 3 clusters Score -3267834 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3268579.250000 Penalty: 3346.672607
	Iteration 10Q: 3 clusters Score -3268579 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3268951.000000 Penalty: 3346.672607
	Iteration 11Q: 3 clusters Score -3268951 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3269177.500000 Penalty: 3346.672607
	Iteration 12Q: 3 clusters Score -3269178 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3269315.250000 Penalty: 3346.672607
	Iteration 13Q: 3 clusters Score -3269315 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3269429.750000 Penalty: 3346.672607
	Iteration 14Q: 3 clusters Score -3269430 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3269531.000000 Penalty: 3346.672607
	Iteration 15Q: 3 clusters Score -3269531 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3269621.000000 Penalty: 3346.672607
	Iteration 16Q: 3 clusters Score -3269621 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3269672.000000 Penalty: 3346.672607
	Iteration 17Q: 3 clusters Score -3269672 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3269731.500000 Penalty: 3346.672607
	Iteration 18Q: 3 clusters Score -3269732 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3269775.250000 Penalty: 3346.672607
	Iteration 19Q: 3 clusters Score -3269775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3269801.500000 Penalty: 3346.672607
	Iteration 20F: 3 clusters Score -3269802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -3269838.000000 Penalty: 3346.672607
	Iteration 21Q: 3 clusters Score -3269838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3269866.000000 Penalty: 3346.672607
	Iteration 22Q: 3 clusters Score -3269866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3269888.250000 Penalty: 3346.672607
	Iteration 23Q: 3 clusters Score -3269888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3269904.250000 Penalty: 3346.672607
	Iteration 24Q: 3 clusters Score -3269904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3269914.750000 Penalty: 3346.672607
	Iteration 25Q: 3 clusters Score -3269915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -3269921.500000 Penalty: 3346.672607
	Iteration 26Q: 3 clusters Score -3269922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -3269931.250000 Penalty: 3346.672607
	Iteration 27Q: 3 clusters Score -3269931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3269935.000000 Penalty: 3346.672607
	Iteration 28Q: 3 clusters Score -3269935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3269939.000000 Penalty: 3346.672607
	Iteration 29Q: 3 clusters Score -3269939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3269936.250000 Penalty: 3346.672607
	Iteration 30Q: 3 clusters Score -3269936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3269932.750000 Penalty: 3346.672607
	Iteration 31Q: 3 clusters Score -3269933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3269934.500000 Penalty: 3346.672607
	Iteration 32Q: 3 clusters Score -3269934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3269939.000000 Penalty: 3346.672607
	Iteration 33Q: 3 clusters Score -3269939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3269943.750000 Penalty: 3346.672607
	Iteration 34Q: 3 clusters Score -3269944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3269951.500000 Penalty: 3346.672607
	Iteration 35Q: 3 clusters Score -3269952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3269958.500000 Penalty: 3346.672607
	Iteration 36Q: 3 clusters Score -3269958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3269961.250000 Penalty: 3346.672607
	Iteration 37Q: 3 clusters Score -3269961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3269960.250000 Penalty: 3346.672607
	Iteration 38Q: 3 clusters Score -3269960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3269966.500000 Penalty: 3346.672607
	Iteration 39Q: 3 clusters Score -3269966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3269975.250000 Penalty: 3346.672607
	Iteration 40F: 3 clusters Score -3269975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3269980.750000 Penalty: 3346.672607
	Iteration 41Q: 3 clusters Score -3269981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -3269984.750000 Penalty: 3346.672607
	Iteration 42Q: 3 clusters Score -3269985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3269982.750000 Penalty: 3346.672607
	Iteration 43Q: 3 clusters Score -3269983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3269987.000000 Penalty: 3346.672607
	Iteration 44Q: 3 clusters Score -3269987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -3269984.750000 Penalty: 3346.672607
	Iteration 45Q: 3 clusters Score -3269985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3269986.250000 Penalty: 3346.672607
	Iteration 46Q: 3 clusters Score -3269986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3269986.000000 Penalty: 3346.672607
	Iteration 47Q: 3 clusters Score -3269986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3269991.000000 Penalty: 3346.672607
	Iteration 48Q: 3 clusters Score -3269991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3269990.500000 Penalty: 3346.672607
	Iteration 49Q: 3 clusters Score -3269990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3269988.250000 Penalty: 3346.672607
	Iteration 50Q: 3 clusters Score -3269988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3269989.250000 Penalty: 3346.672607
	Iteration 51Q: 3 clusters Score -3269989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3269989.250000 Penalty: 3346.672607
	Iteration 52F: 3 clusters Score -3269989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -433978.875000 Penalty: 1359.270508
	Iteration 0F: 2 clusters Score -433978.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -430425.562500 Penalty: 2718.541016
	Iteration 0F: 3 clusters Score -430425.6 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -431486.468750 Penalty: 2718.541016
	Iteration 1F: 3 clusters Score -431486.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -431739.343750 Penalty: 2718.541016
	Iteration 2F: 3 clusters Score -431739.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -431979.156250 Penalty: 2718.541016
	Iteration 3F: 3 clusters Score -431979.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -432238.031250 Penalty: 2718.541016
	Iteration 4F: 3 clusters Score -432238 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -432571.843750 Penalty: 2718.541016
	Iteration 5F: 3 clusters Score -432571.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -432966.968750 Penalty: 2718.541016
	Iteration 6F: 3 clusters Score -432967 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -433317.468750 Penalty: 2718.541016
	Iteration 7F: 3 clusters Score -433317.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -433491.593750 Penalty: 2718.541016
	Iteration 8Q: 3 clusters Score -433491.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -433541.187500 Penalty: 2718.541016
	Iteration 9Q: 3 clusters Score -433541.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -433562.093750 Penalty: 2718.541016
	Iteration 10Q: 3 clusters Score -433562.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -433570.781250 Penalty: 2718.541016
	Iteration 11Q: 3 clusters Score -433570.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -433575.656250 Penalty: 2718.541016
	Iteration 12Q: 3 clusters Score -433575.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -433578.781250 Penalty: 2718.541016
	Iteration 13Q: 3 clusters Score -433578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -433580.937500 Penalty: 2718.541016
	Iteration 14Q: 3 clusters Score -433580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -433581.718750 Penalty: 2718.541016
	Iteration 15Q: 3 clusters Score -433581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -433581.875000 Penalty: 2718.541016
	Iteration 16Q: 3 clusters Score -433581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -433581.875000 Penalty: 2718.541016
	Iteration 17F: 3 clusters Score -433581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (255818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255818 members 
Entering Unmasked Estep 
Score: -27644452.000000 Penalty: 2023.486084
	Iteration 0F: 2 clusters Score -2.764445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128016 members 
Mstep: Class 2 contains 127802 members 
Entering Unmasked Estep 
Score: -27488266.000000 Penalty: 4046.972168
	Iteration 0F: 3 clusters Score -2.748827e+07 nChanged 124610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 121480 members 
Entering Unmasked Estep 
Score: -27565012.000000 Penalty: 4046.972168
	Iteration 1F: 3 clusters Score -2.756501e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138047 members 
Mstep: Class 2 contains 117771 members 
Entering Unmasked Estep 
Score: -27568960.000000 Penalty: 4046.972168
	Iteration 2Q: 3 clusters Score -2.756896e+07 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143638 members 
Mstep: Class 2 contains 112180 members 
Entering Unmasked Estep 
Score: -27575602.000000 Penalty: 4046.972168
	Iteration 3F: 3 clusters Score -2.75756e+07 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -27585210.000000 Penalty: 4046.972168
	Iteration 4F: 3 clusters Score -2.758521e+07 nChanged 18199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -27599748.000000 Penalty: 4046.972168
	Iteration 5F: 3 clusters Score -2.759975e+07 nChanged 18467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169572 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -27616292.000000 Penalty: 4046.972168
	Iteration 6F: 3 clusters Score -2.761629e+07 nChanged 15415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175051 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -27626650.000000 Penalty: 4046.972168
	Iteration 7F: 3 clusters Score -2.762665e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178275 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -27629876.000000 Penalty: 4046.972168
	Iteration 8Q: 3 clusters Score -2.762988e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181088 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -27630720.000000 Penalty: 4046.972168
	Iteration 9Q: 3 clusters Score -2.763072e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183786 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -27631038.000000 Penalty: 4046.972168
	Iteration 10Q: 3 clusters Score -2.763104e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186388 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -27631176.000000 Penalty: 4046.972168
	Iteration 11Q: 3 clusters Score -2.763118e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188899 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -27631300.000000 Penalty: 4046.972168
	Iteration 12Q: 3 clusters Score -2.76313e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191302 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -27631458.000000 Penalty: 4046.972168
	Iteration 13Q: 3 clusters Score -2.763146e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193587 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -27631548.000000 Penalty: 4046.972168
	Iteration 14Q: 3 clusters Score -2.763155e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195933 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -27631846.000000 Penalty: 4046.972168
	Iteration 15Q: 3 clusters Score -2.763185e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198230 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -27632122.000000 Penalty: 4046.972168
	Iteration 16Q: 3 clusters Score -2.763212e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200607 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -27632318.000000 Penalty: 4046.972168
	Iteration 17Q: 3 clusters Score -2.763232e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202888 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -27632456.000000 Penalty: 4046.972168
	Iteration 18Q: 3 clusters Score -2.763246e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205122 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -27632524.000000 Penalty: 4046.972168
	Iteration 19Q: 3 clusters Score -2.763252e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207324 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -27632746.000000 Penalty: 4046.972168
	Iteration 20F: 3 clusters Score -2.763275e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209403 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -27632978.000000 Penalty: 4046.972168
	Iteration 21Q: 3 clusters Score -2.763298e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211462 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -27633246.000000 Penalty: 4046.972168
	Iteration 22Q: 3 clusters Score -2.763325e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213512 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -27633636.000000 Penalty: 4046.972168
	Iteration 23Q: 3 clusters Score -2.763364e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215474 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -27633650.000000 Penalty: 4046.972168
	Iteration 24Q: 3 clusters Score -2.763365e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217429 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -27633730.000000 Penalty: 4046.972168
	Iteration 25Q: 3 clusters Score -2.763373e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219377 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -27633990.000000 Penalty: 4046.972168
	Iteration 26Q: 3 clusters Score -2.763399e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221335 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -27634326.000000 Penalty: 4046.972168
	Iteration 27Q: 3 clusters Score -2.763433e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223259 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -27634506.000000 Penalty: 4046.972168
	Iteration 28Q: 3 clusters Score -2.763451e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225155 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -27634942.000000 Penalty: 4046.972168
	Iteration 29Q: 3 clusters Score -2.763494e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227064 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -27635422.000000 Penalty: 4046.972168
	Iteration 30Q: 3 clusters Score -2.763542e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228978 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -27635750.000000 Penalty: 4046.972168
	Iteration 31Q: 3 clusters Score -2.763575e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230854 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -27635990.000000 Penalty: 4046.972168
	Iteration 32Q: 3 clusters Score -2.763599e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232653 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -27636482.000000 Penalty: 4046.972168
	Iteration 33Q: 3 clusters Score -2.763648e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234413 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -27636850.000000 Penalty: 4046.972168
	Iteration 34Q: 3 clusters Score -2.763685e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236134 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -27637210.000000 Penalty: 4046.972168
	Iteration 35Q: 3 clusters Score -2.763721e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237776 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -27637620.000000 Penalty: 4046.972168
	Iteration 36Q: 3 clusters Score -2.763762e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239354 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -27638148.000000 Penalty: 4046.972168
	Iteration 37Q: 3 clusters Score -2.763815e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240810 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -27638570.000000 Penalty: 4046.972168
	Iteration 38Q: 3 clusters Score -2.763857e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242164 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -27638970.000000 Penalty: 4046.972168
	Iteration 39Q: 3 clusters Score -2.763897e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243473 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -27639288.000000 Penalty: 4046.972168
	Iteration 40F: 3 clusters Score -2.763929e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244696 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -27639548.000000 Penalty: 4046.972168
	Iteration 41Q: 3 clusters Score -2.763955e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245829 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -27639926.000000 Penalty: 4046.972168
	Iteration 42Q: 3 clusters Score -2.763993e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246884 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -27640344.000000 Penalty: 4046.972168
	Iteration 43Q: 3 clusters Score -2.764034e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247773 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -27640700.000000 Penalty: 4046.972168
	Iteration 44Q: 3 clusters Score -2.76407e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248613 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -27641096.000000 Penalty: 4046.972168
	Iteration 45Q: 3 clusters Score -2.76411e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249303 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -27641304.000000 Penalty: 4046.972168
	Iteration 46Q: 3 clusters Score -2.76413e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249887 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -27641490.000000 Penalty: 4046.972168
	Iteration 47Q: 3 clusters Score -2.764149e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250366 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -27641784.000000 Penalty: 4046.972168
	Iteration 48Q: 3 clusters Score -2.764178e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250771 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -27642038.000000 Penalty: 4046.972168
	Iteration 49Q: 3 clusters Score -2.764204e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251107 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -27642202.000000 Penalty: 4046.972168
	Iteration 50Q: 3 clusters Score -2.76422e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251366 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -27642356.000000 Penalty: 4046.972168
	Iteration 51Q: 3 clusters Score -2.764236e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251547 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -27642508.000000 Penalty: 4046.972168
	Iteration 52Q: 3 clusters Score -2.764251e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251682 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -27642588.000000 Penalty: 4046.972168
	Iteration 53Q: 3 clusters Score -2.764259e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251792 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -27642690.000000 Penalty: 4046.972168
	Iteration 54Q: 3 clusters Score -2.764269e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251866 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -27642758.000000 Penalty: 4046.972168
	Iteration 55Q: 3 clusters Score -2.764276e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251923 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -27642740.000000 Penalty: 4046.972168
	Iteration 56Q: 3 clusters Score -2.764274e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251968 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -27642716.000000 Penalty: 4046.972168
	Iteration 57Q: 3 clusters Score -2.764272e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251991 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -27642744.000000 Penalty: 4046.972168
	Iteration 58Q: 3 clusters Score -2.764274e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252012 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -27642788.000000 Penalty: 4046.972168
	Iteration 59Q: 3 clusters Score -2.764279e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252016 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -27642802.000000 Penalty: 4046.972168
	Iteration 60F: 3 clusters Score -2.76428e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252026 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -27642790.000000 Penalty: 4046.972168
	Iteration 61Q: 3 clusters Score -2.764279e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252029 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -27642768.000000 Penalty: 4046.972168
	Iteration 62Q: 3 clusters Score -2.764277e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252023 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -27642760.000000 Penalty: 4046.972168
	Iteration 63Q: 3 clusters Score -2.764276e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252024 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -27642750.000000 Penalty: 4046.972168
	Iteration 64Q: 3 clusters Score -2.764275e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252018 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -27642740.000000 Penalty: 4046.972168
	Iteration 65Q: 3 clusters Score -2.764274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252004 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -27642764.000000 Penalty: 4046.972168
	Iteration 66Q: 3 clusters Score -2.764276e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252003 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -27642774.000000 Penalty: 4046.972168
	Iteration 67Q: 3 clusters Score -2.764277e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251986 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -27642754.000000 Penalty: 4046.972168
	Iteration 68Q: 3 clusters Score -2.764275e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251971 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -27642748.000000 Penalty: 4046.972168
	Iteration 69Q: 3 clusters Score -2.764275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251954 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -27642756.000000 Penalty: 4046.972168
	Iteration 70Q: 3 clusters Score -2.764276e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251934 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -27642752.000000 Penalty: 4046.972168
	Iteration 71Q: 3 clusters Score -2.764275e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251928 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -27642738.000000 Penalty: 4046.972168
	Iteration 72Q: 3 clusters Score -2.764274e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251938 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -27642738.000000 Penalty: 4046.972168
	Iteration 73Q: 3 clusters Score -2.764274e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251937 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -27642762.000000 Penalty: 4046.972168
	Iteration 74Q: 3 clusters Score -2.764276e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251940 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -27642792.000000 Penalty: 4046.972168
	Iteration 75Q: 3 clusters Score -2.764279e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251935 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -27642774.000000 Penalty: 4046.972168
	Iteration 76Q: 3 clusters Score -2.764277e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251939 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -27642782.000000 Penalty: 4046.972168
	Iteration 77Q: 3 clusters Score -2.764278e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251947 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -27642802.000000 Penalty: 4046.972168
	Iteration 78Q: 3 clusters Score -2.76428e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251940 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -27642798.000000 Penalty: 4046.972168
	Iteration 79Q: 3 clusters Score -2.76428e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251919 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -27642802.000000 Penalty: 4046.972168
	Iteration 80F: 3 clusters Score -2.76428e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251897 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -27642788.000000 Penalty: 4046.972168
	Iteration 81Q: 3 clusters Score -2.764279e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251868 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -27642768.000000 Penalty: 4046.972168
	Iteration 82Q: 3 clusters Score -2.764277e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251842 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -27642816.000000 Penalty: 4046.972168
	Iteration 83Q: 3 clusters Score -2.764282e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251825 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -27642798.000000 Penalty: 4046.972168
	Iteration 84Q: 3 clusters Score -2.76428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251810 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -27642782.000000 Penalty: 4046.972168
	Iteration 85Q: 3 clusters Score -2.764278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251800 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -27642778.000000 Penalty: 4046.972168
	Iteration 86Q: 3 clusters Score -2.764278e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251788 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -27642786.000000 Penalty: 4046.972168
	Iteration 87Q: 3 clusters Score -2.764279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251782 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -27642784.000000 Penalty: 4046.972168
	Iteration 88Q: 3 clusters Score -2.764278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251766 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -27642770.000000 Penalty: 4046.972168
	Iteration 89Q: 3 clusters Score -2.764277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251748 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -27642774.000000 Penalty: 4046.972168
	Iteration 90Q: 3 clusters Score -2.764277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251730 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -27642756.000000 Penalty: 4046.972168
	Iteration 91Q: 3 clusters Score -2.764276e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251710 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -27642770.000000 Penalty: 4046.972168
	Iteration 92Q: 3 clusters Score -2.764277e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251697 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -27642746.000000 Penalty: 4046.972168
	Iteration 93Q: 3 clusters Score -2.764275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251677 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -27642770.000000 Penalty: 4046.972168
	Iteration 94Q: 3 clusters Score -2.764277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251663 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -27642750.000000 Penalty: 4046.972168
	Iteration 95Q: 3 clusters Score -2.764275e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251641 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -27642762.000000 Penalty: 4046.972168
	Iteration 96Q: 3 clusters Score -2.764276e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251622 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -27642764.000000 Penalty: 4046.972168
	Iteration 97Q: 3 clusters Score -2.764276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251613 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -27642760.000000 Penalty: 4046.972168
	Iteration 98Q: 3 clusters Score -2.764276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251609 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -27642766.000000 Penalty: 4046.972168
	Iteration 99Q: 3 clusters Score -2.764277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251604 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -27642788.000000 Penalty: 4046.972168
	Iteration 100F: 3 clusters Score -2.764279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251600 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -27642792.000000 Penalty: 4046.972168
	Iteration 101Q: 3 clusters Score -2.764279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251594 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -27642780.000000 Penalty: 4046.972168
	Iteration 102Q: 3 clusters Score -2.764278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251590 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -27642760.000000 Penalty: 4046.972168
	Iteration 103Q: 3 clusters Score -2.764276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251590 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -27642768.000000 Penalty: 4046.972168
	Iteration 104Q: 3 clusters Score -2.764277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251593 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -27642768.000000 Penalty: 4046.972168
	Iteration 105Q: 3 clusters Score -2.764277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251594 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -27642768.000000 Penalty: 4046.972168
	Iteration 106Q: 3 clusters Score -2.764277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251592 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -27642748.000000 Penalty: 4046.972168
	Iteration 107Q: 3 clusters Score -2.764275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251591 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -27642758.000000 Penalty: 4046.972168
	Iteration 108Q: 3 clusters Score -2.764276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251589 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -27642750.000000 Penalty: 4046.972168
	Iteration 109Q: 3 clusters Score -2.764275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251586 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -27642742.000000 Penalty: 4046.972168
	Iteration 110Q: 3 clusters Score -2.764274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251587 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -27642756.000000 Penalty: 4046.972168
	Iteration 111Q: 3 clusters Score -2.764276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251587 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -27642750.000000 Penalty: 4046.972168
	Iteration 112Q: 3 clusters Score -2.764275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251588 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -27642758.000000 Penalty: 4046.972168
	Iteration 113Q: 3 clusters Score -2.764276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251588 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -27642756.000000 Penalty: 4046.972168
	Iteration 114Q: 3 clusters Score -2.764276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251590 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -27642758.000000 Penalty: 4046.972168
	Iteration 115Q: 3 clusters Score -2.764276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251593 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -27642762.000000 Penalty: 4046.972168
	Iteration 116Q: 3 clusters Score -2.764276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251596 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -27642758.000000 Penalty: 4046.972168
	Iteration 117Q: 3 clusters Score -2.764276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251592 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -27642770.000000 Penalty: 4046.972168
	Iteration 118Q: 3 clusters Score -2.764277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251588 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -27642776.000000 Penalty: 4046.972168
	Iteration 119Q: 3 clusters Score -2.764278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251584 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -27642786.000000 Penalty: 4046.972168
	Iteration 120F: 3 clusters Score -2.764279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251576 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -27642780.000000 Penalty: 4046.972168
	Iteration 121Q: 3 clusters Score -2.764278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251566 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -27642792.000000 Penalty: 4046.972168
	Iteration 122Q: 3 clusters Score -2.764279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251555 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -27642776.000000 Penalty: 4046.972168
	Iteration 123Q: 3 clusters Score -2.764278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251546 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -27642768.000000 Penalty: 4046.972168
	Iteration 124Q: 3 clusters Score -2.764277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251542 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -27642790.000000 Penalty: 4046.972168
	Iteration 125Q: 3 clusters Score -2.764279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251541 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -27642796.000000 Penalty: 4046.972168
	Iteration 126Q: 3 clusters Score -2.76428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251541 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -27642808.000000 Penalty: 4046.972168
	Iteration 127Q: 3 clusters Score -2.764281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251538 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -27642804.000000 Penalty: 4046.972168
	Iteration 128Q: 3 clusters Score -2.76428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251538 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -27642794.000000 Penalty: 4046.972168
	Iteration 129Q: 3 clusters Score -2.764279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251536 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -27642790.000000 Penalty: 4046.972168
	Iteration 130Q: 3 clusters Score -2.764279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251530 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -27642788.000000 Penalty: 4046.972168
	Iteration 131Q: 3 clusters Score -2.764279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251527 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -27642794.000000 Penalty: 4046.972168
	Iteration 132Q: 3 clusters Score -2.764279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251526 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -27642802.000000 Penalty: 4046.972168
	Iteration 133Q: 3 clusters Score -2.76428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251523 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -27642816.000000 Penalty: 4046.972168
	Iteration 134Q: 3 clusters Score -2.764282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251516 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -27642810.000000 Penalty: 4046.972168
	Iteration 135Q: 3 clusters Score -2.764281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251508 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -27642806.000000 Penalty: 4046.972168
	Iteration 136Q: 3 clusters Score -2.764281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251501 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -27642782.000000 Penalty: 4046.972168
	Iteration 137Q: 3 clusters Score -2.764278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251497 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -27642768.000000 Penalty: 4046.972168
	Iteration 138Q: 3 clusters Score -2.764277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251493 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -27642792.000000 Penalty: 4046.972168
	Iteration 139Q: 3 clusters Score -2.764279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251487 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -27642782.000000 Penalty: 4046.972168
	Iteration 140F: 3 clusters Score -2.764278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251482 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -27642806.000000 Penalty: 4046.972168
	Iteration 141Q: 3 clusters Score -2.764281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251476 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -27642818.000000 Penalty: 4046.972168
	Iteration 142Q: 3 clusters Score -2.764282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251469 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -27642806.000000 Penalty: 4046.972168
	Iteration 143Q: 3 clusters Score -2.764281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251461 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -27642776.000000 Penalty: 4046.972168
	Iteration 144Q: 3 clusters Score -2.764278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251455 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -27642776.000000 Penalty: 4046.972168
	Iteration 145Q: 3 clusters Score -2.764278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251451 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -27642786.000000 Penalty: 4046.972168
	Iteration 146Q: 3 clusters Score -2.764279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251445 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -27642770.000000 Penalty: 4046.972168
	Iteration 147Q: 3 clusters Score -2.764277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251439 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -27642768.000000 Penalty: 4046.972168
	Iteration 148Q: 3 clusters Score -2.764277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251432 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -27642762.000000 Penalty: 4046.972168
	Iteration 149Q: 3 clusters Score -2.764276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251430 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -27642762.000000 Penalty: 4046.972168
	Iteration 150Q: 3 clusters Score -2.764276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251426 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -27642758.000000 Penalty: 4046.972168
	Iteration 151Q: 3 clusters Score -2.764276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251423 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -27642746.000000 Penalty: 4046.972168
	Iteration 152Q: 3 clusters Score -2.764275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251425 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -27642762.000000 Penalty: 4046.972168
	Iteration 153Q: 3 clusters Score -2.764276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251430 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -27642760.000000 Penalty: 4046.972168
	Iteration 154Q: 3 clusters Score -2.764276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251431 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -27642750.000000 Penalty: 4046.972168
	Iteration 155Q: 3 clusters Score -2.764275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251426 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -27642776.000000 Penalty: 4046.972168
	Iteration 156Q: 3 clusters Score -2.764278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251421 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -27642770.000000 Penalty: 4046.972168
	Iteration 157Q: 3 clusters Score -2.764277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251419 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -27642766.000000 Penalty: 4046.972168
	Iteration 158Q: 3 clusters Score -2.764277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251420 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -27642776.000000 Penalty: 4046.972168
	Iteration 159Q: 3 clusters Score -2.764278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251420 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -27642790.000000 Penalty: 4046.972168
	Iteration 160F: 3 clusters Score -2.764279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251420 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -27642784.000000 Penalty: 4046.972168
	Iteration 161Q: 3 clusters Score -2.764278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251419 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -27642762.000000 Penalty: 4046.972168
	Iteration 162Q: 3 clusters Score -2.764276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251419 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -27642762.000000 Penalty: 4046.972168
	Iteration 163F: 3 clusters Score -2.764276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -190951.062500 Penalty: 1203.096436
	Iteration 0F: 2 clusters Score -190951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -189057.843750 Penalty: 2406.192871
	Iteration 0F: 3 clusters Score -189057.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189381.781250 Penalty: 2406.192871
	Iteration 1F: 3 clusters Score -189381.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -189463.750000 Penalty: 2406.192871
	Iteration 2F: 3 clusters Score -189463.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -189512.984375 Penalty: 2406.192871
	Iteration 3Q: 3 clusters Score -189513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189547.796875 Penalty: 2406.192871
	Iteration 4Q: 3 clusters Score -189547.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -189570.031250 Penalty: 2406.192871
	Iteration 5Q: 3 clusters Score -189570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -189592.500000 Penalty: 2406.192871
	Iteration 6Q: 3 clusters Score -189592.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -189610.171875 Penalty: 2406.192871
	Iteration 7Q: 3 clusters Score -189610.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -189621.968750 Penalty: 2406.192871
	Iteration 8Q: 3 clusters Score -189622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -189626.984375 Penalty: 2406.192871
	Iteration 9Q: 3 clusters Score -189627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -189628.437500 Penalty: 2406.192871
	Iteration 10Q: 3 clusters Score -189628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -189631.484375 Penalty: 2406.192871
	Iteration 11Q: 3 clusters Score -189631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -189635.828125 Penalty: 2406.192871
	Iteration 12Q: 3 clusters Score -189635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -189641.046875 Penalty: 2406.192871
	Iteration 13Q: 3 clusters Score -189641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -189648.046875 Penalty: 2406.192871
	Iteration 14Q: 3 clusters Score -189648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189657.031250 Penalty: 2406.192871
	Iteration 15Q: 3 clusters Score -189657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -189666.281250 Penalty: 2406.192871
	Iteration 16Q: 3 clusters Score -189666.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -189673.828125 Penalty: 2406.192871
	Iteration 17Q: 3 clusters Score -189673.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -189681.343750 Penalty: 2406.192871
	Iteration 18Q: 3 clusters Score -189681.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189683.812500 Penalty: 2406.192871
	Iteration 19Q: 3 clusters Score -189683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -189688.734375 Penalty: 2406.192871
	Iteration 20F: 3 clusters Score -189688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -189692.578125 Penalty: 2406.192871
	Iteration 21Q: 3 clusters Score -189692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -189697.859375 Penalty: 2406.192871
	Iteration 22Q: 3 clusters Score -189697.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -189702.421875 Penalty: 2406.192871
	Iteration 23Q: 3 clusters Score -189702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -189704.718750 Penalty: 2406.192871
	Iteration 24Q: 3 clusters Score -189704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -189705.890625 Penalty: 2406.192871
	Iteration 25Q: 3 clusters Score -189705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -189705.890625 Penalty: 2406.192871
	Iteration 26F: 3 clusters Score -189705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 86424 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 20749 members 
Mstep: Class 6 contains 3594 members 
Mstep: Class 7 contains 33272 members 
Mstep: Class 8 contains 21885 members 
Mstep: Class 9 contains 181976 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 11 contains 100161 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 38952 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 16 contains 29657 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 255818 members 
Mstep: Class 21 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93804272.000000 Penalty: 40048.039062
Iteration 79Q: 19 clusters Score -9.380427e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 86438 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 21224 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 33318 members 
Mstep: Class 8 contains 21919 members 
Mstep: Class 9 contains 182024 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 11 contains 100303 members 
Mstep: Class 12 contains 4784 members 
Mstep: Class 13 contains 39060 members 
Mstep: Class 14 contains 7542 members 
Mstep: Class 16 contains 30252 members 
Mstep: Class 18 contains 4316 members 
Mstep: Class 19 contains 254023 members 
Mstep: Class 21 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93804776.000000 Penalty: 40048.039062
Iteration 80F: 19 clusters Score -9.380478e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 86450 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 22049 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 33357 members 
Mstep: Class 8 contains 21944 members 
Mstep: Class 9 contains 182076 members 
Mstep: Class 10 contains 44132 members 
Mstep: Class 11 contains 100473 members 
Mstep: Class 12 contains 4744 members 
Mstep: Class 13 contains 39164 members 
Mstep: Class 14 contains 7769 members 
Mstep: Class 16 contains 30804 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 251826 members 
Mstep: Class 21 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93805496.000000 Penalty: 40048.039062
Iteration 81Q: 19 clusters Score -9.38055e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 86477 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 23047 members 
Mstep: Class 6 contains 3567 members 
Mstep: Class 7 contains 33422 members 
Mstep: Class 8 contains 21966 members 
Mstep: Class 9 contains 182089 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 11 contains 100669 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 39259 members 
Mstep: Class 14 contains 8024 members 
Mstep: Class 16 contains 31339 members 
Mstep: Class 18 contains 4377 members 
Mstep: Class 19 contains 249386 members 
Mstep: Class 21 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93805904.000000 Penalty: 40048.039062
Iteration 82Q: 19 clusters Score -9.38059e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 86521 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 24150 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 7 contains 33514 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 182071 members 
Mstep: Class 10 contains 44147 members 
Mstep: Class 11 contains 100851 members 
Mstep: Class 12 contains 4687 members 
Mstep: Class 13 contains 39349 members 
Mstep: Class 14 contains 8296 members 
Mstep: Class 16 contains 31821 members 
Mstep: Class 18 contains 4419 members 
Mstep: Class 19 contains 246894 members 
Mstep: Class 21 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93806200.000000 Penalty: 40048.039062
Iteration 83Q: 19 clusters Score -9.38062e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 86570 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 25361 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 33611 members 
Mstep: Class 8 contains 22035 members 
Mstep: Class 9 contains 181998 members 
Mstep: Class 10 contains 44150 members 
Mstep: Class 11 contains 101072 members 
Mstep: Class 12 contains 4670 members 
Mstep: Class 13 contains 39471 members 
Mstep: Class 14 contains 8578 members 
Mstep: Class 16 contains 32285 members 
Mstep: Class 18 contains 4460 members 
Mstep: Class 19 contains 244237 members 
Mstep: Class 21 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93806680.000000 Penalty: 40048.039062
Iteration 84Q: 19 clusters Score -9.380668e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 86612 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 33718 members 
Mstep: Class 8 contains 22075 members 
Mstep: Class 9 contains 181911 members 
Mstep: Class 10 contains 44166 members 
Mstep: Class 11 contains 101350 members 
Mstep: Class 12 contains 4645 members 
Mstep: Class 13 contains 39581 members 
Mstep: Class 14 contains 8880 members 
Mstep: Class 16 contains 32708 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 241536 members 
Mstep: Class 21 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93806496.000000 Penalty: 40048.039062
Iteration 85Q: 19 clusters Score -9.38065e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 86643 members 
Mstep: Class 3 contains 5063 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 27940 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 7 contains 33823 members 
Mstep: Class 8 contains 22114 members 
Mstep: Class 9 contains 181782 members 
Mstep: Class 10 contains 44183 members 
Mstep: Class 11 contains 101682 members 
Mstep: Class 12 contains 4621 members 
Mstep: Class 13 contains 39723 members 
Mstep: Class 14 contains 9201 members 
Mstep: Class 16 contains 33099 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 238711 members 
Mstep: Class 21 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93806552.000000 Penalty: 40048.039062
Iteration 86Q: 19 clusters Score -9.380655e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 86679 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 29367 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 7 contains 33940 members 
Mstep: Class 8 contains 22150 members 
Mstep: Class 9 contains 181614 members 
Mstep: Class 10 contains 44186 members 
Mstep: Class 11 contains 102039 members 
Mstep: Class 12 contains 4608 members 
Mstep: Class 13 contains 39882 members 
Mstep: Class 14 contains 9508 members 
Mstep: Class 16 contains 33482 members 
Mstep: Class 18 contains 4572 members 
Mstep: Class 19 contains 235776 members 
Mstep: Class 21 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93807576.000000 Penalty: 40048.039062
Iteration 87Q: 19 clusters Score -9.380758e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 86723 members 
Mstep: Class 3 contains 5059 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 30892 members 
Mstep: Class 6 contains 3529 members 
Mstep: Class 7 contains 34040 members 
Mstep: Class 8 contains 22202 members 
Mstep: Class 9 contains 181504 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 102381 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 40026 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 16 contains 33863 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 232697 members 
Mstep: Class 21 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93807760.000000 Penalty: 40048.039062
Iteration 88Q: 19 clusters Score -9.380776e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 86757 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 32405 members 
Mstep: Class 6 contains 3521 members 
Mstep: Class 7 contains 34142 members 
Mstep: Class 8 contains 22261 members 
Mstep: Class 9 contains 181385 members 
Mstep: Class 10 contains 44211 members 
Mstep: Class 11 contains 102762 members 
Mstep: Class 12 contains 4547 members 
Mstep: Class 13 contains 40217 members 
Mstep: Class 14 contains 10125 members 
Mstep: Class 16 contains 34238 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 229556 members 
Mstep: Class 21 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93808016.000000 Penalty: 40048.039062
Iteration 89Q: 19 clusters Score -9.380802e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 86778 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 33875 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 34260 members 
Mstep: Class 8 contains 22311 members 
Mstep: Class 9 contains 181309 members 
Mstep: Class 10 contains 44214 members 
Mstep: Class 11 contains 103183 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 40376 members 
Mstep: Class 14 contains 10395 members 
Mstep: Class 16 contains 34596 members 
Mstep: Class 18 contains 4683 members 
Mstep: Class 19 contains 226497 members 
Mstep: Class 21 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93808080.000000 Penalty: 40048.039062
Iteration 90Q: 19 clusters Score -9.380808e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 86776 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 35351 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 34372 members 
Mstep: Class 8 contains 22380 members 
Mstep: Class 9 contains 181249 members 
Mstep: Class 10 contains 44224 members 
Mstep: Class 11 contains 103594 members 
Mstep: Class 12 contains 4506 members 
Mstep: Class 13 contains 40556 members 
Mstep: Class 14 contains 10642 members 
Mstep: Class 16 contains 34997 members 
Mstep: Class 18 contains 4714 members 
Mstep: Class 19 contains 223396 members 
Mstep: Class 21 contains 1573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93808824.000000 Penalty: 40048.039062
Iteration 91Q: 19 clusters Score -9.380882e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 86791 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 36828 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 34483 members 
Mstep: Class 8 contains 22443 members 
Mstep: Class 9 contains 181126 members 
Mstep: Class 10 contains 44237 members 
Mstep: Class 11 contains 104094 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 40737 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 16 contains 35368 members 
Mstep: Class 18 contains 4750 members 
Mstep: Class 19 contains 220329 members 
Mstep: Class 21 contains 1567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93808904.000000 Penalty: 40048.039062
Iteration 92Q: 19 clusters Score -9.38089e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 86811 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 38140 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 34610 members 
Mstep: Class 8 contains 22498 members 
Mstep: Class 9 contains 181009 members 
Mstep: Class 10 contains 44242 members 
Mstep: Class 11 contains 104624 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 40907 members 
Mstep: Class 14 contains 11069 members 
Mstep: Class 16 contains 35697 members 
Mstep: Class 18 contains 4791 members 
Mstep: Class 19 contains 217452 members 
Mstep: Class 21 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93809064.000000 Penalty: 40048.039062
Iteration 93Q: 19 clusters Score -9.380906e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 86809 members 
Mstep: Class 3 contains 5101 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 39436 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 34767 members 
Mstep: Class 8 contains 22572 members 
Mstep: Class 9 contains 180926 members 
Mstep: Class 10 contains 44247 members 
Mstep: Class 11 contains 105158 members 
Mstep: Class 12 contains 4427 members 
Mstep: Class 13 contains 41060 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 16 contains 36051 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 214493 members 
Mstep: Class 21 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93809416.000000 Penalty: 40048.039062
Iteration 94Q: 19 clusters Score -9.380942e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 86803 members 
Mstep: Class 3 contains 5101 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 40635 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 7 contains 34921 members 
Mstep: Class 8 contains 22649 members 
Mstep: Class 9 contains 180839 members 
Mstep: Class 10 contains 44245 members 
Mstep: Class 11 contains 105740 members 
Mstep: Class 12 contains 4416 members 
Mstep: Class 13 contains 41235 members 
Mstep: Class 14 contains 11495 members 
Mstep: Class 16 contains 36422 members 
Mstep: Class 18 contains 4861 members 
Mstep: Class 19 contains 211568 members 
Mstep: Class 21 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2217.526855 but Gain 2224.890625
Score: -93809904.000000 Penalty: 37823.148438
Iteration 95Q: 18 clusters Score -9.38099e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 86872 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 41782 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 35094 members 
Mstep: Class 8 contains 22724 members 
Mstep: Class 9 contains 181149 members 
Mstep: Class 10 contains 44249 members 
Mstep: Class 11 contains 106981 members 
Mstep: Class 12 contains 4414 members 
Mstep: Class 13 contains 41425 members 
Mstep: Class 14 contains 11720 members 
Mstep: Class 16 contains 36798 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 208971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93811912.000000 Penalty: 37823.148438
Iteration 96Q: 18 clusters Score -9.381191e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 86869 members 
Mstep: Class 3 contains 5104 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 42899 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 35249 members 
Mstep: Class 8 contains 22861 members 
Mstep: Class 9 contains 180980 members 
Mstep: Class 10 contains 44247 members 
Mstep: Class 11 contains 107712 members 
Mstep: Class 12 contains 4416 members 
Mstep: Class 13 contains 41588 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 16 contains 37113 members 
Mstep: Class 18 contains 4958 members 
Mstep: Class 19 contains 205997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93812496.000000 Penalty: 37823.148438
Iteration 97Q: 18 clusters Score -9.38125e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 86864 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 43945 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 35394 members 
Mstep: Class 8 contains 22980 members 
Mstep: Class 9 contains 180821 members 
Mstep: Class 10 contains 44245 members 
Mstep: Class 11 contains 108540 members 
Mstep: Class 12 contains 4403 members 
Mstep: Class 13 contains 41766 members 
Mstep: Class 14 contains 12066 members 
Mstep: Class 16 contains 37440 members 
Mstep: Class 18 contains 5002 members 
Mstep: Class 19 contains 202996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93813136.000000 Penalty: 37823.148438
Iteration 98Q: 18 clusters Score -9.381314e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 86868 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44919 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 35538 members 
Mstep: Class 8 contains 23104 members 
Mstep: Class 9 contains 180635 members 
Mstep: Class 10 contains 44244 members 
Mstep: Class 11 contains 109349 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 41931 members 
Mstep: Class 14 contains 12229 members 
Mstep: Class 16 contains 37760 members 
Mstep: Class 18 contains 5055 members 
Mstep: Class 19 contains 200105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93813656.000000 Penalty: 37823.148438
Iteration 99Q: 18 clusters Score -9.381366e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 86882 members 
Mstep: Class 3 contains 5120 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 45781 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 35683 members 
Mstep: Class 8 contains 23264 members 
Mstep: Class 9 contains 180345 members 
Mstep: Class 10 contains 44242 members 
Mstep: Class 11 contains 110134 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 13 contains 42105 members 
Mstep: Class 14 contains 12370 members 
Mstep: Class 16 contains 38071 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 197369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93814728.000000 Penalty: 37823.148438
Iteration 100F: 18 clusters Score -9.381473e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 86917 members 
Mstep: Class 3 contains 5130 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 47606 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 35819 members 
Mstep: Class 8 contains 23438 members 
Mstep: Class 9 contains 180000 members 
Mstep: Class 10 contains 44230 members 
Mstep: Class 11 contains 110907 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 42252 members 
Mstep: Class 14 contains 12489 members 
Mstep: Class 16 contains 38360 members 
Mstep: Class 18 contains 5154 members 
Mstep: Class 19 contains 193814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93815624.000000 Penalty: 37823.148438
Iteration 101Q: 18 clusters Score -9.381562e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 86902 members 
Mstep: Class 3 contains 5136 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 49514 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 35970 members 
Mstep: Class 8 contains 23609 members 
Mstep: Class 9 contains 179505 members 
Mstep: Class 10 contains 44228 members 
Mstep: Class 11 contains 111664 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 42428 members 
Mstep: Class 14 contains 12585 members 
Mstep: Class 16 contains 38658 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 19 contains 190398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93816712.000000 Penalty: 37823.148438
Iteration 102Q: 18 clusters Score -9.381671e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 86840 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 51364 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 36145 members 
Mstep: Class 8 contains 23761 members 
Mstep: Class 9 contains 178982 members 
Mstep: Class 10 contains 44203 members 
Mstep: Class 11 contains 112334 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 42590 members 
Mstep: Class 14 contains 12601 members 
Mstep: Class 16 contains 38916 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 187367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93817808.000000 Penalty: 37823.148438
Iteration 103Q: 18 clusters Score -9.381781e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 86714 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 53128 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 36336 members 
Mstep: Class 8 contains 23905 members 
Mstep: Class 9 contains 178365 members 
Mstep: Class 10 contains 44194 members 
Mstep: Class 11 contains 112995 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 42740 members 
Mstep: Class 14 contains 12561 members 
Mstep: Class 16 contains 39149 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 184629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93818912.000000 Penalty: 37823.148438
Iteration 104Q: 18 clusters Score -9.381891e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 86580 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 54714 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 36534 members 
Mstep: Class 8 contains 24049 members 
Mstep: Class 9 contains 177666 members 
Mstep: Class 10 contains 44200 members 
Mstep: Class 11 contains 113574 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 42873 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 16 contains 39342 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 182365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93819856.000000 Penalty: 37823.148438
Iteration 105Q: 18 clusters Score -9.381986e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 86446 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 56132 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 36760 members 
Mstep: Class 8 contains 24194 members 
Mstep: Class 9 contains 176989 members 
Mstep: Class 10 contains 44187 members 
Mstep: Class 11 contains 114107 members 
Mstep: Class 12 contains 4133 members 
Mstep: Class 13 contains 43018 members 
Mstep: Class 14 contains 12288 members 
Mstep: Class 16 contains 39540 members 
Mstep: Class 18 contains 5474 members 
Mstep: Class 19 contains 180311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93820968.000000 Penalty: 37823.148438
Iteration 106Q: 18 clusters Score -9.382097e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 86300 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 57465 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 36968 members 
Mstep: Class 8 contains 24323 members 
Mstep: Class 9 contains 176307 members 
Mstep: Class 10 contains 44173 members 
Mstep: Class 11 contains 114613 members 
Mstep: Class 12 contains 4069 members 
Mstep: Class 13 contains 43200 members 
Mstep: Class 14 contains 12059 members 
Mstep: Class 16 contains 39728 members 
Mstep: Class 18 contains 5546 members 
Mstep: Class 19 contains 178502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93822008.000000 Penalty: 37823.148438
Iteration 107Q: 18 clusters Score -9.382201e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 86155 members 
Mstep: Class 3 contains 5149 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 58805 members 
Mstep: Class 6 contains 2910 members 
Mstep: Class 7 contains 37184 members 
Mstep: Class 8 contains 24455 members 
Mstep: Class 9 contains 175616 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 115085 members 
Mstep: Class 12 contains 3997 members 
Mstep: Class 13 contains 43379 members 
Mstep: Class 14 contains 11749 members 
Mstep: Class 16 contains 39931 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 19 contains 176791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93823576.000000 Penalty: 37823.148438
Iteration 108Q: 18 clusters Score -9.382358e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 86012 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60068 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 37407 members 
Mstep: Class 8 contains 24615 members 
Mstep: Class 9 contains 174927 members 
Mstep: Class 10 contains 44128 members 
Mstep: Class 11 contains 115500 members 
Mstep: Class 12 contains 3939 members 
Mstep: Class 13 contains 43543 members 
Mstep: Class 14 contains 11378 members 
Mstep: Class 16 contains 40146 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 175239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93824576.000000 Penalty: 37823.148438
Iteration 109Q: 18 clusters Score -9.382458e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 85865 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 61213 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 37615 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 174247 members 
Mstep: Class 10 contains 44118 members 
Mstep: Class 11 contains 115912 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 43725 members 
Mstep: Class 14 contains 10984 members 
Mstep: Class 16 contains 40350 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 173817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93825544.000000 Penalty: 37823.148438
Iteration 110Q: 18 clusters Score -9.382554e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 85728 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 62346 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 37831 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 173621 members 
Mstep: Class 10 contains 44120 members 
Mstep: Class 11 contains 116382 members 
Mstep: Class 12 contains 3791 members 
Mstep: Class 13 contains 43851 members 
Mstep: Class 14 contains 10560 members 
Mstep: Class 16 contains 40556 members 
Mstep: Class 18 contains 5883 members 
Mstep: Class 19 contains 172363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93826552.000000 Penalty: 37823.148438
Iteration 111Q: 18 clusters Score -9.382655e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 85598 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 63433 members 
Mstep: Class 6 contains 2713 members 
Mstep: Class 7 contains 38019 members 
Mstep: Class 8 contains 24988 members 
Mstep: Class 9 contains 172956 members 
Mstep: Class 10 contains 44095 members 
Mstep: Class 11 contains 116872 members 
Mstep: Class 12 contains 3711 members 
Mstep: Class 13 contains 43993 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 18 contains 5985 members 
Mstep: Class 19 contains 171079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93827888.000000 Penalty: 37823.148438
Iteration 112Q: 18 clusters Score -9.382789e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 85464 members 
Mstep: Class 3 contains 5151 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 64462 members 
Mstep: Class 6 contains 2660 members 
Mstep: Class 7 contains 38222 members 
Mstep: Class 8 contains 25132 members 
Mstep: Class 9 contains 172314 members 
Mstep: Class 10 contains 44064 members 
Mstep: Class 11 contains 117329 members 
Mstep: Class 12 contains 3624 members 
Mstep: Class 13 contains 44133 members 
Mstep: Class 14 contains 9601 members 
Mstep: Class 16 contains 41037 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 169863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93828712.000000 Penalty: 37823.148438
Iteration 113Q: 18 clusters Score -9.382871e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 85324 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 65402 members 
Mstep: Class 6 contains 2600 members 
Mstep: Class 7 contains 38413 members 
Mstep: Class 8 contains 25274 members 
Mstep: Class 9 contains 171661 members 
Mstep: Class 10 contains 44044 members 
Mstep: Class 11 contains 117778 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 44272 members 
Mstep: Class 14 contains 9080 members 
Mstep: Class 16 contains 41325 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 168706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93829568.000000 Penalty: 37823.148438
Iteration 114Q: 18 clusters Score -9.382957e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 85156 members 
Mstep: Class 3 contains 5135 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 66245 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 38620 members 
Mstep: Class 8 contains 25414 members 
Mstep: Class 9 contains 170999 members 
Mstep: Class 10 contains 44019 members 
Mstep: Class 11 contains 118313 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 44386 members 
Mstep: Class 14 contains 8558 members 
Mstep: Class 16 contains 41625 members 
Mstep: Class 18 contains 6278 members 
Mstep: Class 19 contains 167599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93830904.000000 Penalty: 37823.148438
Iteration 115Q: 18 clusters Score -9.38309e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 84989 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 67001 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 38850 members 
Mstep: Class 8 contains 25552 members 
Mstep: Class 9 contains 170356 members 
Mstep: Class 10 contains 43995 members 
Mstep: Class 11 contains 118862 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 44500 members 
Mstep: Class 14 contains 8017 members 
Mstep: Class 16 contains 41891 members 
Mstep: Class 18 contains 6370 members 
Mstep: Class 19 contains 166619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831720.000000 Penalty: 37823.148438
Iteration 116Q: 18 clusters Score -9.383172e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 84806 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 656 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 39089 members 
Mstep: Class 8 contains 25717 members 
Mstep: Class 9 contains 169703 members 
Mstep: Class 10 contains 43965 members 
Mstep: Class 11 contains 119405 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 44636 members 
Mstep: Class 14 contains 7458 members 
Mstep: Class 16 contains 42180 members 
Mstep: Class 18 contains 6457 members 
Mstep: Class 19 contains 165600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832480.000000 Penalty: 37823.148438
Iteration 117Q: 18 clusters Score -9.383248e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 84589 members 
Mstep: Class 3 contains 5148 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 68251 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 39353 members 
Mstep: Class 8 contains 25897 members 
Mstep: Class 9 contains 169077 members 
Mstep: Class 10 contains 43921 members 
Mstep: Class 11 contains 119887 members 
Mstep: Class 12 contains 3218 members 
Mstep: Class 13 contains 44819 members 
Mstep: Class 14 contains 6928 members 
Mstep: Class 16 contains 42497 members 
Mstep: Class 18 contains 6559 members 
Mstep: Class 19 contains 164646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833472.000000 Penalty: 37823.148438
Iteration 118Q: 18 clusters Score -9.383347e+07 nChanged 6234
Entering ConstructFrom: 
Score: -93833472.000000 Penalty: 37823.148438
Entering ConstructFrom: 
Trying to split cluster 1 (56104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Entering Unmasked Estep 
Score: -6148550.500000 Penalty: 1776.931396
	Iteration 0F: 2 clusters Score -6148550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -6111160.500000 Penalty: 3553.862793
	Iteration 0F: 3 clusters Score -6111160 nChanged 26355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -6126679.000000 Penalty: 3553.862793
	Iteration 1F: 3 clusters Score -6126679 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -6127792.000000 Penalty: 3553.862793
	Iteration 2Q: 3 clusters Score -6127792 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -6129280.500000 Penalty: 3553.862793
	Iteration 3F: 3 clusters Score -6129280 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -6131421.000000 Penalty: 3553.862793
	Iteration 4F: 3 clusters Score -6131421 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -6134394.500000 Penalty: 3553.862793
	Iteration 5F: 3 clusters Score -6134394 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -6137754.000000 Penalty: 3553.862793
	Iteration 6F: 3 clusters Score -6137754 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -6140475.000000 Penalty: 3553.862793
	Iteration 7F: 3 clusters Score -6140475 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -6142129.000000 Penalty: 3553.862793
	Iteration 8Q: 3 clusters Score -6142129 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -6143093.000000 Penalty: 3553.862793
	Iteration 9Q: 3 clusters Score -6143093 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -6143801.000000 Penalty: 3553.862793
	Iteration 10Q: 3 clusters Score -6143801 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -6144400.000000 Penalty: 3553.862793
	Iteration 11Q: 3 clusters Score -6144400 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6144873.000000 Penalty: 3553.862793
	Iteration 12Q: 3 clusters Score -6144873 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -6145214.000000 Penalty: 3553.862793
	Iteration 13Q: 3 clusters Score -6145214 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6145475.500000 Penalty: 3553.862793
	Iteration 14Q: 3 clusters Score -6145476 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6145659.500000 Penalty: 3553.862793
	Iteration 15Q: 3 clusters Score -6145660 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -6145816.000000 Penalty: 3553.862793
	Iteration 16Q: 3 clusters Score -6145816 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -6145963.500000 Penalty: 3553.862793
	Iteration 17Q: 3 clusters Score -6145964 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -6146088.000000 Penalty: 3553.862793
	Iteration 18Q: 3 clusters Score -6146088 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -6146160.500000 Penalty: 3553.862793
	Iteration 19Q: 3 clusters Score -6146160 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -6146274.500000 Penalty: 3553.862793
	Iteration 20F: 3 clusters Score -6146274 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -6146364.000000 Penalty: 3553.862793
	Iteration 21Q: 3 clusters Score -6146364 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -6146456.500000 Penalty: 3553.862793
	Iteration 22Q: 3 clusters Score -6146456 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -6146537.000000 Penalty: 3553.862793
	Iteration 23Q: 3 clusters Score -6146537 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -6146614.000000 Penalty: 3553.862793
	Iteration 24Q: 3 clusters Score -6146614 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -6146682.500000 Penalty: 3553.862793
	Iteration 25Q: 3 clusters Score -6146682 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -6146719.500000 Penalty: 3553.862793
	Iteration 26Q: 3 clusters Score -6146720 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -6146761.500000 Penalty: 3553.862793
	Iteration 27Q: 3 clusters Score -6146762 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -6146812.500000 Penalty: 3553.862793
	Iteration 28Q: 3 clusters Score -6146812 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -6146876.500000 Penalty: 3553.862793
	Iteration 29Q: 3 clusters Score -6146876 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -6146910.500000 Penalty: 3553.862793
	Iteration 30Q: 3 clusters Score -6146910 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -6146947.000000 Penalty: 3553.862793
	Iteration 31Q: 3 clusters Score -6146947 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -6147012.000000 Penalty: 3553.862793
	Iteration 32Q: 3 clusters Score -6147012 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -6147050.500000 Penalty: 3553.862793
	Iteration 33Q: 3 clusters Score -6147050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -6147082.000000 Penalty: 3553.862793
	Iteration 34Q: 3 clusters Score -6147082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -6147101.500000 Penalty: 3553.862793
	Iteration 35Q: 3 clusters Score -6147102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -6147112.500000 Penalty: 3553.862793
	Iteration 36Q: 3 clusters Score -6147112 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -6147144.000000 Penalty: 3553.862793
	Iteration 37Q: 3 clusters Score -6147144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -6147164.500000 Penalty: 3553.862793
	Iteration 38Q: 3 clusters Score -6147164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -6147179.000000 Penalty: 3553.862793
	Iteration 39Q: 3 clusters Score -6147179 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -6147192.500000 Penalty: 3553.862793
	Iteration 40F: 3 clusters Score -6147192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -6147205.500000 Penalty: 3553.862793
	Iteration 41Q: 3 clusters Score -6147206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -6147211.000000 Penalty: 3553.862793
	Iteration 42Q: 3 clusters Score -6147211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -6147234.500000 Penalty: 3553.862793
	Iteration 43Q: 3 clusters Score -6147234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -6147243.500000 Penalty: 3553.862793
	Iteration 44Q: 3 clusters Score -6147244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -6147261.500000 Penalty: 3553.862793
	Iteration 45Q: 3 clusters Score -6147262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -6147268.500000 Penalty: 3553.862793
	Iteration 46Q: 3 clusters Score -6147268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -6147277.000000 Penalty: 3553.862793
	Iteration 47Q: 3 clusters Score -6147277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -6147284.500000 Penalty: 3553.862793
	Iteration 48Q: 3 clusters Score -6147284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -6147294.500000 Penalty: 3553.862793
	Iteration 49Q: 3 clusters Score -6147294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -6147299.500000 Penalty: 3553.862793
	Iteration 50Q: 3 clusters Score -6147300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -6147311.000000 Penalty: 3553.862793
	Iteration 51Q: 3 clusters Score -6147311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6147325.000000 Penalty: 3553.862793
	Iteration 52Q: 3 clusters Score -6147325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -6147320.500000 Penalty: 3553.862793
	Iteration 53Q: 3 clusters Score -6147320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -6147330.000000 Penalty: 3553.862793
	Iteration 54Q: 3 clusters Score -6147330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -6147329.500000 Penalty: 3553.862793
	Iteration 55Q: 3 clusters Score -6147330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -6147336.000000 Penalty: 3553.862793
	Iteration 56Q: 3 clusters Score -6147336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -6147341.000000 Penalty: 3553.862793
	Iteration 57Q: 3 clusters Score -6147341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -6147339.000000 Penalty: 3553.862793
	Iteration 58Q: 3 clusters Score -6147339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -6147351.500000 Penalty: 3553.862793
	Iteration 59Q: 3 clusters Score -6147352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -6147349.500000 Penalty: 3553.862793
	Iteration 60F: 3 clusters Score -6147350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -6147355.000000 Penalty: 3553.862793
	Iteration 61Q: 3 clusters Score -6147355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -6147362.000000 Penalty: 3553.862793
	Iteration 62Q: 3 clusters Score -6147362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -6147359.500000 Penalty: 3553.862793
	Iteration 63Q: 3 clusters Score -6147360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -6147360.500000 Penalty: 3553.862793
	Iteration 64Q: 3 clusters Score -6147360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -6147364.500000 Penalty: 3553.862793
	Iteration 65Q: 3 clusters Score -6147364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -6147370.000000 Penalty: 3553.862793
	Iteration 66Q: 3 clusters Score -6147370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -6147380.000000 Penalty: 3553.862793
	Iteration 67Q: 3 clusters Score -6147380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -6147378.500000 Penalty: 3553.862793
	Iteration 68Q: 3 clusters Score -6147378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -6147380.500000 Penalty: 3553.862793
	Iteration 69Q: 3 clusters Score -6147380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -6147381.000000 Penalty: 3553.862793
	Iteration 70Q: 3 clusters Score -6147381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -6147371.000000 Penalty: 3553.862793
	Iteration 71Q: 3 clusters Score -6147371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -6147373.500000 Penalty: 3553.862793
	Iteration 72Q: 3 clusters Score -6147374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6147373.500000 Penalty: 3553.862793
	Iteration 73Q: 3 clusters Score -6147374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -6147380.500000 Penalty: 3553.862793
	Iteration 74Q: 3 clusters Score -6147380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -6147389.500000 Penalty: 3553.862793
	Iteration 75Q: 3 clusters Score -6147390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -6147390.000000 Penalty: 3553.862793
	Iteration 76Q: 3 clusters Score -6147390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -6147386.500000 Penalty: 3553.862793
	Iteration 77Q: 3 clusters Score -6147386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -6147388.000000 Penalty: 3553.862793
	Iteration 78Q: 3 clusters Score -6147388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -6147390.000000 Penalty: 3553.862793
	Iteration 79Q: 3 clusters Score -6147390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6147392.500000 Penalty: 3553.862793
	Iteration 80F: 3 clusters Score -6147392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -6147390.000000 Penalty: 3553.862793
	Iteration 81Q: 3 clusters Score -6147390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -6147385.000000 Penalty: 3553.862793
	Iteration 82Q: 3 clusters Score -6147385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -6147403.000000 Penalty: 3553.862793
	Iteration 83Q: 3 clusters Score -6147403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -6147410.500000 Penalty: 3553.862793
	Iteration 84Q: 3 clusters Score -6147410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -6147414.000000 Penalty: 3553.862793
	Iteration 85Q: 3 clusters Score -6147414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -6147425.500000 Penalty: 3553.862793
	Iteration 86Q: 3 clusters Score -6147426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -6147419.000000 Penalty: 3553.862793
	Iteration 87Q: 3 clusters Score -6147419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -6147414.500000 Penalty: 3553.862793
	Iteration 88Q: 3 clusters Score -6147414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -6147408.500000 Penalty: 3553.862793
	Iteration 89Q: 3 clusters Score -6147408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -6147404.000000 Penalty: 3553.862793
	Iteration 90Q: 3 clusters Score -6147404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -6147406.000000 Penalty: 3553.862793
	Iteration 91Q: 3 clusters Score -6147406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -6147410.500000 Penalty: 3553.862793
	Iteration 92Q: 3 clusters Score -6147410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -6147413.000000 Penalty: 3553.862793
	Iteration 93Q: 3 clusters Score -6147413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -6147416.500000 Penalty: 3553.862793
	Iteration 94Q: 3 clusters Score -6147416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -6147413.000000 Penalty: 3553.862793
	Iteration 95Q: 3 clusters Score -6147413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -6147410.500000 Penalty: 3553.862793
	Iteration 96Q: 3 clusters Score -6147410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -6147411.000000 Penalty: 3553.862793
	Iteration 97Q: 3 clusters Score -6147411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -6147421.000000 Penalty: 3553.862793
	Iteration 98Q: 3 clusters Score -6147421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -6147416.500000 Penalty: 3553.862793
	Iteration 99Q: 3 clusters Score -6147416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -6147423.000000 Penalty: 3553.862793
	Iteration 100F: 3 clusters Score -6147423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -6147419.500000 Penalty: 3553.862793
	Iteration 101Q: 3 clusters Score -6147420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -6147415.500000 Penalty: 3553.862793
	Iteration 102Q: 3 clusters Score -6147416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -6147414.500000 Penalty: 3553.862793
	Iteration 103Q: 3 clusters Score -6147414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -6147414.500000 Penalty: 3553.862793
	Iteration 104F: 3 clusters Score -6147414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Entering Unmasked Estep 
Score: -9218744.000000 Penalty: 1843.203369
	Iteration 0F: 2 clusters Score -9218744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -9162075.000000 Penalty: 3686.406738
	Iteration 0F: 3 clusters Score -9162075 nChanged 40112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -9184902.000000 Penalty: 3686.406738
	Iteration 1F: 3 clusters Score -9184902 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -9185371.000000 Penalty: 3686.406738
	Iteration 2Q: 3 clusters Score -9185371 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -9186066.000000 Penalty: 3686.406738
	Iteration 3Q: 3 clusters Score -9186066 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -9187087.000000 Penalty: 3686.406738
	Iteration 4Q: 3 clusters Score -9187087 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -9188743.000000 Penalty: 3686.406738
	Iteration 5Q: 3 clusters Score -9188743 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -9192121.000000 Penalty: 3686.406738
	Iteration 6F: 3 clusters Score -9192121 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -9197925.000000 Penalty: 3686.406738
	Iteration 7F: 3 clusters Score -9197925 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -9205790.000000 Penalty: 3686.406738
	Iteration 8F: 3 clusters Score -9205790 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -9212035.000000 Penalty: 3686.406738
	Iteration 9F: 3 clusters Score -9212035 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82217 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9215243.000000 Penalty: 3686.406738
	Iteration 10Q: 3 clusters Score -9215243 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9216435.000000 Penalty: 3686.406738
	Iteration 11Q: 3 clusters Score -9216435 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9216792.000000 Penalty: 3686.406738
	Iteration 12Q: 3 clusters Score -9216792 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9216920.000000 Penalty: 3686.406738
	Iteration 13Q: 3 clusters Score -9216920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9217020.000000 Penalty: 3686.406738
	Iteration 14Q: 3 clusters Score -9217020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9217048.000000 Penalty: 3686.406738
	Iteration 15Q: 3 clusters Score -9217048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9217074.000000 Penalty: 3686.406738
	Iteration 16Q: 3 clusters Score -9217074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9217073.000000 Penalty: 3686.406738
	Iteration 17Q: 3 clusters Score -9217073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9217090.000000 Penalty: 3686.406738
	Iteration 18Q: 3 clusters Score -9217090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9217098.000000 Penalty: 3686.406738
	Iteration 19Q: 3 clusters Score -9217098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9217109.000000 Penalty: 3686.406738
	Iteration 20F: 3 clusters Score -9217109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9217134.000000 Penalty: 3686.406738
	Iteration 21Q: 3 clusters Score -9217134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9217148.000000 Penalty: 3686.406738
	Iteration 22Q: 3 clusters Score -9217148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9217163.000000 Penalty: 3686.406738
	Iteration 23Q: 3 clusters Score -9217163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9217160.000000 Penalty: 3686.406738
	Iteration 24Q: 3 clusters Score -9217160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9217172.000000 Penalty: 3686.406738
	Iteration 25Q: 3 clusters Score -9217172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9217182.000000 Penalty: 3686.406738
	Iteration 26Q: 3 clusters Score -9217182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9217184.000000 Penalty: 3686.406738
	Iteration 27Q: 3 clusters Score -9217184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9217202.000000 Penalty: 3686.406738
	Iteration 28Q: 3 clusters Score -9217202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9217201.000000 Penalty: 3686.406738
	Iteration 29Q: 3 clusters Score -9217201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9217212.000000 Penalty: 3686.406738
	Iteration 30Q: 3 clusters Score -9217212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9217213.000000 Penalty: 3686.406738
	Iteration 31Q: 3 clusters Score -9217213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9217217.000000 Penalty: 3686.406738
	Iteration 32Q: 3 clusters Score -9217217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9217218.000000 Penalty: 3686.406738
	Iteration 33Q: 3 clusters Score -9217218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9217220.000000 Penalty: 3686.406738
	Iteration 34Q: 3 clusters Score -9217220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9217216.000000 Penalty: 3686.406738
	Iteration 35Q: 3 clusters Score -9217216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9217219.000000 Penalty: 3686.406738
	Iteration 36Q: 3 clusters Score -9217219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9217217.000000 Penalty: 3686.406738
	Iteration 37Q: 3 clusters Score -9217217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9217224.000000 Penalty: 3686.406738
	Iteration 38Q: 3 clusters Score -9217224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9217224.000000 Penalty: 3686.406738
	Iteration 39F: 3 clusters Score -9217224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -534425.937500 Penalty: 1389.571411
	Iteration 0F: 2 clusters Score -534425.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -530439.687500 Penalty: 2779.142822
	Iteration 0F: 3 clusters Score -530439.7 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -531832.375000 Penalty: 2779.142822
	Iteration 1F: 3 clusters Score -531832.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -532235.187500 Penalty: 2779.142822
	Iteration 2F: 3 clusters Score -532235.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -532544.687500 Penalty: 2779.142822
	Iteration 3F: 3 clusters Score -532544.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -532790.500000 Penalty: 2779.142822
	Iteration 4F: 3 clusters Score -532790.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -532968.000000 Penalty: 2779.142822
	Iteration 5Q: 3 clusters Score -532968 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -533123.937500 Penalty: 2779.142822
	Iteration 6Q: 3 clusters Score -533123.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -533342.750000 Penalty: 2779.142822
	Iteration 7Q: 3 clusters Score -533342.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -533601.562500 Penalty: 2779.142822
	Iteration 8Q: 3 clusters Score -533601.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -533778.562500 Penalty: 2779.142822
	Iteration 9Q: 3 clusters Score -533778.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -533876.625000 Penalty: 2779.142822
	Iteration 10Q: 3 clusters Score -533876.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -533910.812500 Penalty: 2779.142822
	Iteration 11Q: 3 clusters Score -533910.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -533930.687500 Penalty: 2779.142822
	Iteration 12Q: 3 clusters Score -533930.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -533946.500000 Penalty: 2779.142822
	Iteration 13Q: 3 clusters Score -533946.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -533956.187500 Penalty: 2779.142822
	Iteration 14Q: 3 clusters Score -533956.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -533959.687500 Penalty: 2779.142822
	Iteration 15Q: 3 clusters Score -533959.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -533965.687500 Penalty: 2779.142822
	Iteration 16Q: 3 clusters Score -533965.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -533969.000000 Penalty: 2779.142822
	Iteration 17Q: 3 clusters Score -533969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -533972.125000 Penalty: 2779.142822
	Iteration 18Q: 3 clusters Score -533972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -533974.000000 Penalty: 2779.142822
	Iteration 19Q: 3 clusters Score -533974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -533974.687500 Penalty: 2779.142822
	Iteration 20F: 3 clusters Score -533974.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -533976.500000 Penalty: 2779.142822
	Iteration 21Q: 3 clusters Score -533976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -533976.562500 Penalty: 2779.142822
	Iteration 22Q: 3 clusters Score -533976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -533977.687500 Penalty: 2779.142822
	Iteration 23Q: 3 clusters Score -533977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -533978.062500 Penalty: 2779.142822
	Iteration 24Q: 3 clusters Score -533978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -533979.437500 Penalty: 2779.142822
	Iteration 25Q: 3 clusters Score -533979.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -533979.375000 Penalty: 2779.142822
	Iteration 26Q: 3 clusters Score -533979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -533979.250000 Penalty: 2779.142822
	Iteration 27Q: 3 clusters Score -533979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -533981.125000 Penalty: 2779.142822
	Iteration 28Q: 3 clusters Score -533981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -533981.250000 Penalty: 2779.142822
	Iteration 29Q: 3 clusters Score -533981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -533981.562500 Penalty: 2779.142822
	Iteration 30Q: 3 clusters Score -533981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -533982.187500 Penalty: 2779.142822
	Iteration 31Q: 3 clusters Score -533982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -533983.000000 Penalty: 2779.142822
	Iteration 32Q: 3 clusters Score -533983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -533982.312500 Penalty: 2779.142822
	Iteration 33Q: 3 clusters Score -533982.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -533982.312500 Penalty: 2779.142822
	Iteration 34F: 3 clusters Score -533982.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -61616.359375 Penalty: 1055.970825
	Iteration 0F: 2 clusters Score -61616.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60490.382812 Penalty: 2111.941650
	Iteration 0F: 3 clusters Score -60490.38 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60893.316406 Penalty: 2111.941650
	Iteration 1F: 3 clusters Score -60893.32 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61152.515625 Penalty: 2111.941650
	Iteration 2F: 3 clusters Score -61152.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61500.675781 Penalty: 2111.941650
	Iteration 3F: 3 clusters Score -61500.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61893.062500 Penalty: 2111.941650
	Iteration 4F: 3 clusters Score -61893.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62167.000000 Penalty: 2111.941650
	Iteration 5F: 3 clusters Score -62167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62275.074219 Penalty: 2111.941650
	Iteration 6Q: 3 clusters Score -62275.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62313.667969 Penalty: 2111.941650
	Iteration 7Q: 3 clusters Score -62313.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62324.292969 Penalty: 2111.941650
	Iteration 8Q: 3 clusters Score -62324.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62328.234375 Penalty: 2111.941650
	Iteration 9Q: 3 clusters Score -62328.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62338.613281 Penalty: 2111.941650
	Iteration 10Q: 3 clusters Score -62338.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62341.066406 Penalty: 2111.941650
	Iteration 11Q: 3 clusters Score -62341.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62344.410156 Penalty: 2111.941650
	Iteration 12F: 3 clusters Score -62344.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62423.609375 Penalty: 2111.941650
	Iteration 13Q: 3 clusters Score -62423.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62438.585938 Penalty: 2111.941650
	Iteration 14Q: 3 clusters Score -62438.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62448.347656 Penalty: 2111.941650
	Iteration 15Q: 3 clusters Score -62448.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62450.039062 Penalty: 2111.941650
	Iteration 16Q: 3 clusters Score -62450.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62452.160156 Penalty: 2111.941650
	Iteration 17Q: 3 clusters Score -62452.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62454.507812 Penalty: 2111.941650
	Iteration 18Q: 3 clusters Score -62454.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62454.507812 Penalty: 2111.941650
	Iteration 19F: 3 clusters Score -62454.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 84355 members 
Mstep: Class 3 contains 5173 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 5 contains 68777 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 39605 members 
Mstep: Class 8 contains 26097 members 
Mstep: Class 9 contains 168446 members 
Mstep: Class 10 contains 43890 members 
Mstep: Class 11 contains 120357 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 45020 members 
Mstep: Class 14 contains 6409 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 42862 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 163640 members 
Entering Unmasked Estep 
Score: -93834000.000000 Penalty: 40048.039062
Splitting cluster 4 changes total score from -93833472.000000 to -93834000.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (68777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Entering Unmasked Estep 
Score: -7521467.000000 Penalty: 1810.026489
	Iteration 0F: 2 clusters Score -7521467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -7475403.000000 Penalty: 3620.052979
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Mstep: Class 1 contains 34320 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34786 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 32950 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41103 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48334 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 18134 members 
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Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52955 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7520240 nChanged 13
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	Iteration 64Q: 3 clusters Score -7520236 nChanged 6
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	Iteration 67Q: 3 clusters Score -7520238 nChanged 11
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	Iteration 68Q: 3 clusters Score -7520238 nChanged 13
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	Iteration 69Q: 3 clusters Score -7520237 nChanged 15
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	Iteration 70Q: 3 clusters Score -7520238 nChanged 20
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	Iteration 71Q: 3 clusters Score -7520240 nChanged 19
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	Iteration 77Q: 3 clusters Score -7520252 nChanged 6
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	Iteration 78Q: 3 clusters Score -7520246 nChanged 9
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	Iteration 79Q: 3 clusters Score -7520254 nChanged 8
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	Iteration 80F: 3 clusters Score -7520256 nChanged 7
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	Iteration 81Q: 3 clusters Score -7520268 nChanged 10
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	Iteration 82Q: 3 clusters Score -7520262 nChanged 4
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	Iteration 84Q: 3 clusters Score -7520262 nChanged 6
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	Iteration 85Q: 3 clusters Score -7520268 nChanged 3
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	Iteration 86Q: 3 clusters Score -7520271 nChanged 2
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	Iteration 87Q: 3 clusters Score -7520262 nChanged 2
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	Iteration 89Q: 3 clusters Score -7520266 nChanged 1
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	Iteration 90Q: 3 clusters Score -7520257 nChanged 3
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	Iteration 92Q: 3 clusters Score -7520254 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7520256.500000 Penalty: 3620.052979
	Iteration 93Q: 3 clusters Score -7520256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7520265.000000 Penalty: 3620.052979
	Iteration 94Q: 3 clusters Score -7520265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7520263.000000 Penalty: 3620.052979
	Iteration 95Q: 3 clusters Score -7520263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7520263.000000 Penalty: 3620.052979
	Iteration 96F: 3 clusters Score -7520263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -251490.312500 Penalty: 1256.794678
	Iteration 0F: 2 clusters Score -251490.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -249222.421875 Penalty: 2513.589355
	Iteration 0F: 3 clusters Score -249222.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249685.328125 Penalty: 2513.589355
	Iteration 1F: 3 clusters Score -249685.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -249788.437500 Penalty: 2513.589355
	Iteration 2F: 3 clusters Score -249788.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -249847.265625 Penalty: 2513.589355
	Iteration 3Q: 3 clusters Score -249847.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -249898.531250 Penalty: 2513.589355
	Iteration 4Q: 3 clusters Score -249898.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -249929.203125 Penalty: 2513.589355
	Iteration 5Q: 3 clusters Score -249929.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -249957.234375 Penalty: 2513.589355
	Iteration 6Q: 3 clusters Score -249957.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -249981.890625 Penalty: 2513.589355
	Iteration 7Q: 3 clusters Score -249981.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -250000.906250 Penalty: 2513.589355
	Iteration 8Q: 3 clusters Score -250000.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -250017.734375 Penalty: 2513.589355
	Iteration 9Q: 3 clusters Score -250017.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -250032.031250 Penalty: 2513.589355
	Iteration 10Q: 3 clusters Score -250032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -250041.906250 Penalty: 2513.589355
	Iteration 11Q: 3 clusters Score -250041.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -250046.406250 Penalty: 2513.589355
	Iteration 12Q: 3 clusters Score -250046.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -250049.140625 Penalty: 2513.589355
	Iteration 13Q: 3 clusters Score -250049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -250049.734375 Penalty: 2513.589355
	Iteration 14Q: 3 clusters Score -250049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -250050.671875 Penalty: 2513.589355
	Iteration 15Q: 3 clusters Score -250050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -250051.203125 Penalty: 2513.589355
	Iteration 16Q: 3 clusters Score -250051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -250051.546875 Penalty: 2513.589355
	Iteration 17Q: 3 clusters Score -250051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -250052.125000 Penalty: 2513.589355
	Iteration 18Q: 3 clusters Score -250052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -250051.906250 Penalty: 2513.589355
	Iteration 19Q: 3 clusters Score -250051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -250051.906250 Penalty: 2513.589355
	Iteration 20F: 3 clusters Score -250051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Entering Unmasked Estep 
Score: -4340000.500000 Penalty: 1720.340576
	Iteration 0F: 2 clusters Score -4340000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4313375.500000 Penalty: 3440.681152
	Iteration 0F: 3 clusters Score -4313376 nChanged 18473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -4323914.500000 Penalty: 3440.681152
	Iteration 1F: 3 clusters Score -4323914 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4324416.000000 Penalty: 3440.681152
	Iteration 2Q: 3 clusters Score -4324416 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4324975.000000 Penalty: 3440.681152
	Iteration 3Q: 3 clusters Score -4324975 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4325727.500000 Penalty: 3440.681152
	Iteration 4Q: 3 clusters Score -4325728 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4326768.500000 Penalty: 3440.681152
	Iteration 5F: 3 clusters Score -4326768 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4328434.000000 Penalty: 3440.681152
	Iteration 6F: 3 clusters Score -4328434 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -4331022.000000 Penalty: 3440.681152
	Iteration 7F: 3 clusters Score -4331022 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4333868.000000 Penalty: 3440.681152
	Iteration 8F: 3 clusters Score -4333868 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4336045.500000 Penalty: 3440.681152
	Iteration 9F: 3 clusters Score -4336046 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4337371.500000 Penalty: 3440.681152
	Iteration 10Q: 3 clusters Score -4337372 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -4338055.500000 Penalty: 3440.681152
	Iteration 11Q: 3 clusters Score -4338056 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -4338342.500000 Penalty: 3440.681152
	Iteration 12Q: 3 clusters Score -4338342 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4338465.500000 Penalty: 3440.681152
	Iteration 13Q: 3 clusters Score -4338466 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -4338536.500000 Penalty: 3440.681152
	Iteration 14Q: 3 clusters Score -4338536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4338567.500000 Penalty: 3440.681152
	Iteration 15Q: 3 clusters Score -4338568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -4338590.500000 Penalty: 3440.681152
	Iteration 16Q: 3 clusters Score -4338590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -4338615.500000 Penalty: 3440.681152
	Iteration 17Q: 3 clusters Score -4338616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -4338634.000000 Penalty: 3440.681152
	Iteration 18Q: 3 clusters Score -4338634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -4338645.500000 Penalty: 3440.681152
	Iteration 19Q: 3 clusters Score -4338646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -4338652.000000 Penalty: 3440.681152
	Iteration 20F: 3 clusters Score -4338652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -4338659.000000 Penalty: 3440.681152
	Iteration 21Q: 3 clusters Score -4338659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4338658.500000 Penalty: 3440.681152
	Iteration 22Q: 3 clusters Score -4338658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4338658.000000 Penalty: 3440.681152
	Iteration 23Q: 3 clusters Score -4338658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -4338659.500000 Penalty: 3440.681152
	Iteration 24Q: 3 clusters Score -4338660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4338662.500000 Penalty: 3440.681152
	Iteration 25Q: 3 clusters Score -4338662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -4338662.500000 Penalty: 3440.681152
	Iteration 26Q: 3 clusters Score -4338662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4338664.000000 Penalty: 3440.681152
	Iteration 27Q: 3 clusters Score -4338664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4338663.500000 Penalty: 3440.681152
	Iteration 28Q: 3 clusters Score -4338664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4338665.000000 Penalty: 3440.681152
	Iteration 29Q: 3 clusters Score -4338665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4338663.000000 Penalty: 3440.681152
	Iteration 30Q: 3 clusters Score -4338663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4338666.000000 Penalty: 3440.681152
	Iteration 31Q: 3 clusters Score -4338666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4338667.000000 Penalty: 3440.681152
	Iteration 32Q: 3 clusters Score -4338667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4338666.000000 Penalty: 3440.681152
	Iteration 33Q: 3 clusters Score -4338666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4338663.500000 Penalty: 3440.681152
	Iteration 34Q: 3 clusters Score -4338664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4338663.500000 Penalty: 3440.681152
	Iteration 35F: 3 clusters Score -4338664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Entering Unmasked Estep 
Score: -2757899.500000 Penalty: 1652.556030
	Iteration 0F: 2 clusters Score -2757900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2740143.500000 Penalty: 3305.112061
	Iteration 0F: 3 clusters Score -2740144 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2746942.000000 Penalty: 3305.112061
	Iteration 1F: 3 clusters Score -2746942 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2747501.500000 Penalty: 3305.112061
	Iteration 2F: 3 clusters Score -2747502 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2748245.750000 Penalty: 3305.112061
	Iteration 3F: 3 clusters Score -2748246 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2749278.750000 Penalty: 3305.112061
	Iteration 4F: 3 clusters Score -2749279 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2750681.000000 Penalty: 3305.112061
	Iteration 5F: 3 clusters Score -2750681 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2752402.500000 Penalty: 3305.112061
	Iteration 6F: 3 clusters Score -2752402 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -2754130.000000 Penalty: 3305.112061
	Iteration 7F: 3 clusters Score -2754130 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -2755409.250000 Penalty: 3305.112061
	Iteration 8Q: 3 clusters Score -2755409 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2756131.000000 Penalty: 3305.112061
	Iteration 9Q: 3 clusters Score -2756131 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2756476.500000 Penalty: 3305.112061
	Iteration 10Q: 3 clusters Score -2756476 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -2756663.250000 Penalty: 3305.112061
	Iteration 11Q: 3 clusters Score -2756663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2756775.000000 Penalty: 3305.112061
	Iteration 12Q: 3 clusters Score -2756775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2756832.250000 Penalty: 3305.112061
	Iteration 13Q: 3 clusters Score -2756832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -2756857.750000 Penalty: 3305.112061
	Iteration 14Q: 3 clusters Score -2756858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2756877.750000 Penalty: 3305.112061
	Iteration 15Q: 3 clusters Score -2756878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2756901.750000 Penalty: 3305.112061
	Iteration 16Q: 3 clusters Score -2756902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -2756913.250000 Penalty: 3305.112061
	Iteration 17Q: 3 clusters Score -2756913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2756926.500000 Penalty: 3305.112061
	Iteration 18Q: 3 clusters Score -2756926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -2756936.000000 Penalty: 3305.112061
	Iteration 19Q: 3 clusters Score -2756936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2756947.250000 Penalty: 3305.112061
	Iteration 20F: 3 clusters Score -2756947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2756947.500000 Penalty: 3305.112061
	Iteration 21Q: 3 clusters Score -2756948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2756950.000000 Penalty: 3305.112061
	Iteration 22Q: 3 clusters Score -2756950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -2756957.500000 Penalty: 3305.112061
	Iteration 23Q: 3 clusters Score -2756958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2756958.750000 Penalty: 3305.112061
	Iteration 24Q: 3 clusters Score -2756959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2756958.750000 Penalty: 3305.112061
	Iteration 25F: 3 clusters Score -2756959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168446 members 
Entering Unmasked Estep 
Score: -18246790.000000 Penalty: 1955.585205
	Iteration 0F: 2 clusters Score -1.824679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -18134634.000000 Penalty: 3911.170410
	Iteration 0F: 3 clusters Score -1.813463e+07 nChanged 81677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 81065 members 
Entering Unmasked Estep 
Score: -18182224.000000 Penalty: 3911.170410
	Iteration 1F: 3 clusters Score -1.818222e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -18183338.000000 Penalty: 3911.170410
	Iteration 2Q: 3 clusters Score -1.818334e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -18184972.000000 Penalty: 3911.170410
	Iteration 3Q: 3 clusters Score -1.818497e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -18187578.000000 Penalty: 3911.170410
	Iteration 4Q: 3 clusters Score -1.818758e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106584 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -18192324.000000 Penalty: 3911.170410
	Iteration 5F: 3 clusters Score -1.819232e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117446 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -18200248.000000 Penalty: 3911.170410
	Iteration 6F: 3 clusters Score -1.820025e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130089 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -18211528.000000 Penalty: 3911.170410
	Iteration 7F: 3 clusters Score -1.821153e+07 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142001 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -18222700.000000 Penalty: 3911.170410
	Iteration 8F: 3 clusters Score -1.82227e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151026 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -18231164.000000 Penalty: 3911.170410
	Iteration 9F: 3 clusters Score -1.823116e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157007 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -18236644.000000 Penalty: 3911.170410
	Iteration 10Q: 3 clusters Score -1.823664e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160711 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -18239822.000000 Penalty: 3911.170410
	Iteration 11Q: 3 clusters Score -1.823982e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163123 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -18241798.000000 Penalty: 3911.170410
	Iteration 12Q: 3 clusters Score -1.82418e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -18243010.000000 Penalty: 3911.170410
	Iteration 13Q: 3 clusters Score -1.824301e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -18243886.000000 Penalty: 3911.170410
	Iteration 14Q: 3 clusters Score -1.824389e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -18244348.000000 Penalty: 3911.170410
	Iteration 15Q: 3 clusters Score -1.824435e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167054 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -18244588.000000 Penalty: 3911.170410
	Iteration 16Q: 3 clusters Score -1.824459e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18244744.000000 Penalty: 3911.170410
	Iteration 17Q: 3 clusters Score -1.824474e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167578 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -18244874.000000 Penalty: 3911.170410
	Iteration 18Q: 3 clusters Score -1.824487e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -18244998.000000 Penalty: 3911.170410
	Iteration 19Q: 3 clusters Score -1.8245e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18245040.000000 Penalty: 3911.170410
	Iteration 20F: 3 clusters Score -1.824504e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167887 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18245064.000000 Penalty: 3911.170410
	Iteration 21Q: 3 clusters Score -1.824506e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167927 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18245088.000000 Penalty: 3911.170410
	Iteration 22Q: 3 clusters Score -1.824509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167956 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18245108.000000 Penalty: 3911.170410
	Iteration 23Q: 3 clusters Score -1.824511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167975 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -18245128.000000 Penalty: 3911.170410
	Iteration 24Q: 3 clusters Score -1.824513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167990 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -18245154.000000 Penalty: 3911.170410
	Iteration 25Q: 3 clusters Score -1.824515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18245150.000000 Penalty: 3911.170410
	Iteration 26Q: 3 clusters Score -1.824515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168014 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -18245162.000000 Penalty: 3911.170410
	Iteration 27Q: 3 clusters Score -1.824516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168024 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -18245154.000000 Penalty: 3911.170410
	Iteration 28Q: 3 clusters Score -1.824515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168027 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -18245154.000000 Penalty: 3911.170410
	Iteration 29Q: 3 clusters Score -1.824515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168030 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18245158.000000 Penalty: 3911.170410
	Iteration 30Q: 3 clusters Score -1.824516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168034 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18245156.000000 Penalty: 3911.170410
	Iteration 31Q: 3 clusters Score -1.824516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168038 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18245168.000000 Penalty: 3911.170410
	Iteration 32Q: 3 clusters Score -1.824517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168038 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18245170.000000 Penalty: 3911.170410
	Iteration 33Q: 3 clusters Score -1.824517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168043 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -18245162.000000 Penalty: 3911.170410
	Iteration 34Q: 3 clusters Score -1.824516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -18245164.000000 Penalty: 3911.170410
	Iteration 35Q: 3 clusters Score -1.824516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168052 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -18245164.000000 Penalty: 3911.170410
	Iteration 36Q: 3 clusters Score -1.824516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168055 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -18245164.000000 Penalty: 3911.170410
	Iteration 37Q: 3 clusters Score -1.824516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168055 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -18245164.000000 Penalty: 3911.170410
	Iteration 38F: 3 clusters Score -1.824516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Entering Unmasked Estep 
Score: -4669773.500000 Penalty: 1737.034302
	Iteration 0F: 2 clusters Score -4669774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4640450.500000 Penalty: 3474.068604
	Iteration 0F: 3 clusters Score -4640450 nChanged 20456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -4652082.500000 Penalty: 3474.068604
	Iteration 1F: 3 clusters Score -4652082 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4652669.000000 Penalty: 3474.068604
	Iteration 2Q: 3 clusters Score -4652669 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4653369.500000 Penalty: 3474.068604
	Iteration 3Q: 3 clusters Score -4653370 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4654223.500000 Penalty: 3474.068604
	Iteration 4Q: 3 clusters Score -4654224 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -4655375.000000 Penalty: 3474.068604
	Iteration 5F: 3 clusters Score -4655375 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -4656914.500000 Penalty: 3474.068604
	Iteration 6F: 3 clusters Score -4656914 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -4659045.500000 Penalty: 3474.068604
	Iteration 7F: 3 clusters Score -4659046 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -4661462.500000 Penalty: 3474.068604
	Iteration 8F: 3 clusters Score -4661462 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4663998.000000 Penalty: 3474.068604
	Iteration 9F: 3 clusters Score -4663998 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4666129.000000 Penalty: 3474.068604
	Iteration 10F: 3 clusters Score -4666129 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4667433.500000 Penalty: 3474.068604
	Iteration 11Q: 3 clusters Score -4667434 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4668035.000000 Penalty: 3474.068604
	Iteration 12Q: 3 clusters Score -4668035 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4668310.500000 Penalty: 3474.068604
	Iteration 13Q: 3 clusters Score -4668310 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4668438.000000 Penalty: 3474.068604
	Iteration 14Q: 3 clusters Score -4668438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4668483.000000 Penalty: 3474.068604
	Iteration 15Q: 3 clusters Score -4668483 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4668511.000000 Penalty: 3474.068604
	Iteration 16Q: 3 clusters Score -4668511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4668534.000000 Penalty: 3474.068604
	Iteration 17Q: 3 clusters Score -4668534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4668562.500000 Penalty: 3474.068604
	Iteration 18Q: 3 clusters Score -4668562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4668590.000000 Penalty: 3474.068604
	Iteration 19Q: 3 clusters Score -4668590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4668613.500000 Penalty: 3474.068604
	Iteration 20F: 3 clusters Score -4668614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4668637.500000 Penalty: 3474.068604
	Iteration 21Q: 3 clusters Score -4668638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4668644.500000 Penalty: 3474.068604
	Iteration 22Q: 3 clusters Score -4668644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4668649.000000 Penalty: 3474.068604
	Iteration 23Q: 3 clusters Score -4668649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4668653.000000 Penalty: 3474.068604
	Iteration 24Q: 3 clusters Score -4668653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4668660.000000 Penalty: 3474.068604
	Iteration 25Q: 3 clusters Score -4668660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4668657.500000 Penalty: 3474.068604
	Iteration 26Q: 3 clusters Score -4668658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4668657.500000 Penalty: 3474.068604
	Iteration 27F: 3 clusters Score -4668658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (120357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Entering Unmasked Estep 
Score: -12979605.000000 Penalty: 1900.960327
	Iteration 0F: 2 clusters Score -1.29796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -12898781.000000 Penalty: 3801.920654
	Iteration 0F: 3 clusters Score -1.289878e+07 nChanged 57928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -12933021.000000 Penalty: 3801.920654
	Iteration 1F: 3 clusters Score -1.293302e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -12934471.000000 Penalty: 3801.920654
	Iteration 2Q: 3 clusters Score -1.293447e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -12936323.000000 Penalty: 3801.920654
	Iteration 3Q: 3 clusters Score -1.293632e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -12939255.000000 Penalty: 3801.920654
	Iteration 4F: 3 clusters Score -1.293926e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -12943198.000000 Penalty: 3801.920654
	Iteration 5F: 3 clusters Score -1.29432e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -12947974.000000 Penalty: 3801.920654
	Iteration 6F: 3 clusters Score -1.294797e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -12952972.000000 Penalty: 3801.920654
	Iteration 7F: 3 clusters Score -1.295297e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -12956872.000000 Penalty: 3801.920654
	Iteration 8F: 3 clusters Score -1.295687e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -12959797.000000 Penalty: 3801.920654
	Iteration 9Q: 3 clusters Score -1.29598e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -12961758.000000 Penalty: 3801.920654
	Iteration 10Q: 3 clusters Score -1.296176e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -12963013.000000 Penalty: 3801.920654
	Iteration 11Q: 3 clusters Score -1.296301e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 75588 members 
Entering Unmasked Estep 
Score: -12964155.000000 Penalty: 3801.920654
	Iteration 12Q: 3 clusters Score -1.296416e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -12965103.000000 Penalty: 3801.920654
	Iteration 13Q: 3 clusters Score -1.29651e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -12965931.000000 Penalty: 3801.920654
	Iteration 14Q: 3 clusters Score -1.296593e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -12966496.000000 Penalty: 3801.920654
	Iteration 15Q: 3 clusters Score -1.29665e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -12967134.000000 Penalty: 3801.920654
	Iteration 16Q: 3 clusters Score -1.296713e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -12967733.000000 Penalty: 3801.920654
	Iteration 17Q: 3 clusters Score -1.296773e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -12968303.000000 Penalty: 3801.920654
	Iteration 18Q: 3 clusters Score -1.29683e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -12968809.000000 Penalty: 3801.920654
	Iteration 19Q: 3 clusters Score -1.296881e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -12969480.000000 Penalty: 3801.920654
	Iteration 20F: 3 clusters Score -1.296948e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 89703 members 
Entering Unmasked Estep 
Score: -12970174.000000 Penalty: 3801.920654
	Iteration 21Q: 3 clusters Score -1.297017e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -12970859.000000 Penalty: 3801.920654
	Iteration 22Q: 3 clusters Score -1.297086e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -12971395.000000 Penalty: 3801.920654
	Iteration 23Q: 3 clusters Score -1.29714e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -12971937.000000 Penalty: 3801.920654
	Iteration 24Q: 3 clusters Score -1.297194e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -12972399.000000 Penalty: 3801.920654
	Iteration 25Q: 3 clusters Score -1.29724e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 96625 members 
Entering Unmasked Estep 
Score: -12972787.000000 Penalty: 3801.920654
	Iteration 26Q: 3 clusters Score -1.297279e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 97713 members 
Entering Unmasked Estep 
Score: -12973189.000000 Penalty: 3801.920654
	Iteration 27Q: 3 clusters Score -1.297319e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -12973478.000000 Penalty: 3801.920654
	Iteration 28Q: 3 clusters Score -1.297348e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -12973728.000000 Penalty: 3801.920654
	Iteration 29Q: 3 clusters Score -1.297373e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 100482 members 
Entering Unmasked Estep 
Score: -12973921.000000 Penalty: 3801.920654
	Iteration 30Q: 3 clusters Score -1.297392e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -12974126.000000 Penalty: 3801.920654
	Iteration 31Q: 3 clusters Score -1.297413e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -12974339.000000 Penalty: 3801.920654
	Iteration 32Q: 3 clusters Score -1.297434e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -12974550.000000 Penalty: 3801.920654
	Iteration 33Q: 3 clusters Score -1.297455e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -12974786.000000 Penalty: 3801.920654
	Iteration 34Q: 3 clusters Score -1.297479e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -12974950.000000 Penalty: 3801.920654
	Iteration 35Q: 3 clusters Score -1.297495e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 104792 members 
Entering Unmasked Estep 
Score: -12975145.000000 Penalty: 3801.920654
	Iteration 36Q: 3 clusters Score -1.297514e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -12975252.000000 Penalty: 3801.920654
	Iteration 37Q: 3 clusters Score -1.297525e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -12975373.000000 Penalty: 3801.920654
	Iteration 38Q: 3 clusters Score -1.297537e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -12975509.000000 Penalty: 3801.920654
	Iteration 39Q: 3 clusters Score -1.297551e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 106882 members 
Entering Unmasked Estep 
Score: -12975661.000000 Penalty: 3801.920654
	Iteration 40F: 3 clusters Score -1.297566e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 107292 members 
Entering Unmasked Estep 
Score: -12975766.000000 Penalty: 3801.920654
	Iteration 41Q: 3 clusters Score -1.297577e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 107703 members 
Entering Unmasked Estep 
Score: -12975853.000000 Penalty: 3801.920654
	Iteration 42Q: 3 clusters Score -1.297585e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
Score: -12975908.000000 Penalty: 3801.920654
	Iteration 43Q: 3 clusters Score -1.297591e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 108492 members 
Entering Unmasked Estep 
Score: -12975975.000000 Penalty: 3801.920654
	Iteration 44Q: 3 clusters Score -1.297598e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 108888 members 
Entering Unmasked Estep 
Score: -12976076.000000 Penalty: 3801.920654
	Iteration 45Q: 3 clusters Score -1.297608e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -12976179.000000 Penalty: 3801.920654
	Iteration 46Q: 3 clusters Score -1.297618e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -12976270.000000 Penalty: 3801.920654
	Iteration 47Q: 3 clusters Score -1.297627e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 109992 members 
Entering Unmasked Estep 
Score: -12976312.000000 Penalty: 3801.920654
	Iteration 48Q: 3 clusters Score -1.297631e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 110317 members 
Entering Unmasked Estep 
Score: -12976371.000000 Penalty: 3801.920654
	Iteration 49Q: 3 clusters Score -1.297637e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -12976438.000000 Penalty: 3801.920654
	Iteration 50Q: 3 clusters Score -1.297644e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 110949 members 
Entering Unmasked Estep 
Score: -12976506.000000 Penalty: 3801.920654
	Iteration 51Q: 3 clusters Score -1.297651e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -12976583.000000 Penalty: 3801.920654
	Iteration 52Q: 3 clusters Score -1.297658e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 111573 members 
Entering Unmasked Estep 
Score: -12976651.000000 Penalty: 3801.920654
	Iteration 53Q: 3 clusters Score -1.297665e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -12976657.000000 Penalty: 3801.920654
	Iteration 54Q: 3 clusters Score -1.297666e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 112169 members 
Entering Unmasked Estep 
Score: -12976696.000000 Penalty: 3801.920654
	Iteration 55Q: 3 clusters Score -1.29767e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 112431 members 
Entering Unmasked Estep 
Score: -12976810.000000 Penalty: 3801.920654
	Iteration 56Q: 3 clusters Score -1.297681e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 112679 members 
Entering Unmasked Estep 
Score: -12976847.000000 Penalty: 3801.920654
	Iteration 57Q: 3 clusters Score -1.297685e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -12976892.000000 Penalty: 3801.920654
	Iteration 58Q: 3 clusters Score -1.297689e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -12976955.000000 Penalty: 3801.920654
	Iteration 59Q: 3 clusters Score -1.297696e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -12976994.000000 Penalty: 3801.920654
	Iteration 60F: 3 clusters Score -1.297699e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 113531 members 
Entering Unmasked Estep 
Score: -12977039.000000 Penalty: 3801.920654
	Iteration 61Q: 3 clusters Score -1.297704e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 113733 members 
Entering Unmasked Estep 
Score: -12977073.000000 Penalty: 3801.920654
	Iteration 62Q: 3 clusters Score -1.297707e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -12977087.000000 Penalty: 3801.920654
	Iteration 63Q: 3 clusters Score -1.297709e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -12977173.000000 Penalty: 3801.920654
	Iteration 64Q: 3 clusters Score -1.297717e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 114314 members 
Entering Unmasked Estep 
Score: -12977225.000000 Penalty: 3801.920654
	Iteration 65Q: 3 clusters Score -1.297722e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 114444 members 
Entering Unmasked Estep 
Score: -12977248.000000 Penalty: 3801.920654
	Iteration 66Q: 3 clusters Score -1.297725e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 114570 members 
Entering Unmasked Estep 
Score: -12977252.000000 Penalty: 3801.920654
	Iteration 67Q: 3 clusters Score -1.297725e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -12977238.000000 Penalty: 3801.920654
	Iteration 68Q: 3 clusters Score -1.297724e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -12977222.000000 Penalty: 3801.920654
	Iteration 69Q: 3 clusters Score -1.297722e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -12977221.000000 Penalty: 3801.920654
	Iteration 70Q: 3 clusters Score -1.297722e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 115118 members 
Entering Unmasked Estep 
Score: -12977263.000000 Penalty: 3801.920654
	Iteration 71Q: 3 clusters Score -1.297726e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 115242 members 
Entering Unmasked Estep 
Score: -12977294.000000 Penalty: 3801.920654
	Iteration 72Q: 3 clusters Score -1.297729e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -12977318.000000 Penalty: 3801.920654
	Iteration 73Q: 3 clusters Score -1.297732e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 115420 members 
Entering Unmasked Estep 
Score: -12977338.000000 Penalty: 3801.920654
	Iteration 74Q: 3 clusters Score -1.297734e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 115499 members 
Entering Unmasked Estep 
Score: -12977350.000000 Penalty: 3801.920654
	Iteration 75Q: 3 clusters Score -1.297735e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 115555 members 
Entering Unmasked Estep 
Score: -12977351.000000 Penalty: 3801.920654
	Iteration 76Q: 3 clusters Score -1.297735e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -12977357.000000 Penalty: 3801.920654
	Iteration 77Q: 3 clusters Score -1.297736e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -12977374.000000 Penalty: 3801.920654
	Iteration 78Q: 3 clusters Score -1.297737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -12977411.000000 Penalty: 3801.920654
	Iteration 79Q: 3 clusters Score -1.297741e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 115796 members 
Entering Unmasked Estep 
Score: -12977397.000000 Penalty: 3801.920654
	Iteration 80F: 3 clusters Score -1.29774e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -12977417.000000 Penalty: 3801.920654
	Iteration 81Q: 3 clusters Score -1.297742e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 115945 members 
Entering Unmasked Estep 
Score: -12977448.000000 Penalty: 3801.920654
	Iteration 82Q: 3 clusters Score -1.297745e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -12977452.000000 Penalty: 3801.920654
	Iteration 83Q: 3 clusters Score -1.297745e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -12977463.000000 Penalty: 3801.920654
	Iteration 84Q: 3 clusters Score -1.297746e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 116175 members 
Entering Unmasked Estep 
Score: -12977487.000000 Penalty: 3801.920654
	Iteration 85Q: 3 clusters Score -1.297749e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 116253 members 
Entering Unmasked Estep 
Score: -12977475.000000 Penalty: 3801.920654
	Iteration 86Q: 3 clusters Score -1.297748e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 116330 members 
Entering Unmasked Estep 
Score: -12977490.000000 Penalty: 3801.920654
	Iteration 87Q: 3 clusters Score -1.297749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 116396 members 
Entering Unmasked Estep 
Score: -12977492.000000 Penalty: 3801.920654
	Iteration 88Q: 3 clusters Score -1.297749e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -12977529.000000 Penalty: 3801.920654
	Iteration 89Q: 3 clusters Score -1.297753e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 116524 members 
Entering Unmasked Estep 
Score: -12977561.000000 Penalty: 3801.920654
	Iteration 90Q: 3 clusters Score -1.297756e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -12977599.000000 Penalty: 3801.920654
	Iteration 91Q: 3 clusters Score -1.29776e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -12977607.000000 Penalty: 3801.920654
	Iteration 92Q: 3 clusters Score -1.297761e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 116718 members 
Entering Unmasked Estep 
Score: -12977607.000000 Penalty: 3801.920654
	Iteration 93Q: 3 clusters Score -1.297761e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -12977615.000000 Penalty: 3801.920654
	Iteration 94Q: 3 clusters Score -1.297762e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
Score: -12977639.000000 Penalty: 3801.920654
	Iteration 95Q: 3 clusters Score -1.297764e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -12977663.000000 Penalty: 3801.920654
	Iteration 96Q: 3 clusters Score -1.297766e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -12977686.000000 Penalty: 3801.920654
	Iteration 97Q: 3 clusters Score -1.297769e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 116979 members 
Entering Unmasked Estep 
Score: -12977683.000000 Penalty: 3801.920654
	Iteration 98Q: 3 clusters Score -1.297768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 117008 members 
Entering Unmasked Estep 
Score: -12977693.000000 Penalty: 3801.920654
	Iteration 99Q: 3 clusters Score -1.297769e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -12977680.000000 Penalty: 3801.920654
	Iteration 100F: 3 clusters Score -1.297768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 117066 members 
Entering Unmasked Estep 
Score: -12977690.000000 Penalty: 3801.920654
	Iteration 101Q: 3 clusters Score -1.297769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 117091 members 
Entering Unmasked Estep 
Score: -12977699.000000 Penalty: 3801.920654
	Iteration 102Q: 3 clusters Score -1.29777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
Score: -12977702.000000 Penalty: 3801.920654
	Iteration 103Q: 3 clusters Score -1.29777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -12977686.000000 Penalty: 3801.920654
	Iteration 104Q: 3 clusters Score -1.297769e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 117174 members 
Entering Unmasked Estep 
Score: -12977672.000000 Penalty: 3801.920654
	Iteration 105Q: 3 clusters Score -1.297767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -12977687.000000 Penalty: 3801.920654
	Iteration 106Q: 3 clusters Score -1.297769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 117218 members 
Entering Unmasked Estep 
Score: -12977703.000000 Penalty: 3801.920654
	Iteration 107Q: 3 clusters Score -1.29777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -12977696.000000 Penalty: 3801.920654
	Iteration 108Q: 3 clusters Score -1.29777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -12977705.000000 Penalty: 3801.920654
	Iteration 109Q: 3 clusters Score -1.29777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 117278 members 
Entering Unmasked Estep 
Score: -12977703.000000 Penalty: 3801.920654
	Iteration 110Q: 3 clusters Score -1.29777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 117307 members 
Entering Unmasked Estep 
Score: -12977705.000000 Penalty: 3801.920654
	Iteration 111Q: 3 clusters Score -1.29777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 117323 members 
Entering Unmasked Estep 
Score: -12977710.000000 Penalty: 3801.920654
	Iteration 112Q: 3 clusters Score -1.297771e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 117343 members 
Entering Unmasked Estep 
Score: -12977691.000000 Penalty: 3801.920654
	Iteration 113Q: 3 clusters Score -1.297769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 117353 members 
Entering Unmasked Estep 
Score: -12977688.000000 Penalty: 3801.920654
	Iteration 114Q: 3 clusters Score -1.297769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -12977690.000000 Penalty: 3801.920654
	Iteration 115Q: 3 clusters Score -1.297769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 117381 members 
Entering Unmasked Estep 
Score: -12977698.000000 Penalty: 3801.920654
	Iteration 116Q: 3 clusters Score -1.29777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 117394 members 
Entering Unmasked Estep 
Score: -12977695.000000 Penalty: 3801.920654
	Iteration 117Q: 3 clusters Score -1.29777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 117405 members 
Entering Unmasked Estep 
Score: -12977693.000000 Penalty: 3801.920654
	Iteration 118Q: 3 clusters Score -1.297769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -12977700.000000 Penalty: 3801.920654
	Iteration 119Q: 3 clusters Score -1.29777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -12977694.000000 Penalty: 3801.920654
	Iteration 120F: 3 clusters Score -1.297769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
Score: -12977695.000000 Penalty: 3801.920654
	Iteration 121Q: 3 clusters Score -1.29777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 117440 members 
Entering Unmasked Estep 
Score: -12977690.000000 Penalty: 3801.920654
	Iteration 122Q: 3 clusters Score -1.297769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -12977695.000000 Penalty: 3801.920654
	Iteration 123Q: 3 clusters Score -1.29777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 117450 members 
Entering Unmasked Estep 
Score: -12977690.000000 Penalty: 3801.920654
	Iteration 124Q: 3 clusters Score -1.297769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 117452 members 
Entering Unmasked Estep 
Score: -12977700.000000 Penalty: 3801.920654
	Iteration 125Q: 3 clusters Score -1.29777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 117454 members 
Entering Unmasked Estep 
Score: -12977689.000000 Penalty: 3801.920654
	Iteration 126Q: 3 clusters Score -1.297769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -12977690.000000 Penalty: 3801.920654
	Iteration 127Q: 3 clusters Score -1.297769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -12977692.000000 Penalty: 3801.920654
	Iteration 128Q: 3 clusters Score -1.297769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 117460 members 
Entering Unmasked Estep 
Score: -12977681.000000 Penalty: 3801.920654
	Iteration 129Q: 3 clusters Score -1.297768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 117461 members 
Entering Unmasked Estep 
Score: -12977678.000000 Penalty: 3801.920654
	Iteration 130Q: 3 clusters Score -1.297768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 117463 members 
Entering Unmasked Estep 
Score: -12977681.000000 Penalty: 3801.920654
	Iteration 131Q: 3 clusters Score -1.297768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 117463 members 
Entering Unmasked Estep 
Score: -12977686.000000 Penalty: 3801.920654
	Iteration 132Q: 3 clusters Score -1.297769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 117465 members 
Entering Unmasked Estep 
Score: -12977683.000000 Penalty: 3801.920654
	Iteration 133Q: 3 clusters Score -1.297768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -12977687.000000 Penalty: 3801.920654
	Iteration 134Q: 3 clusters Score -1.297769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 117468 members 
Entering Unmasked Estep 
Score: -12977685.000000 Penalty: 3801.920654
	Iteration 135Q: 3 clusters Score -1.297768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -12977685.000000 Penalty: 3801.920654
	Iteration 136Q: 3 clusters Score -1.297768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -12977685.000000 Penalty: 3801.920654
	Iteration 137F: 3 clusters Score -1.297768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -354777.343750 Penalty: 1308.498169
	Iteration 0F: 2 clusters Score -354777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -351970.562500 Penalty: 2616.996338
	Iteration 0F: 3 clusters Score -351970.6 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -352576.406250 Penalty: 2616.996338
	Iteration 1F: 3 clusters Score -352576.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -352678.875000 Penalty: 2616.996338
	Iteration 2F: 3 clusters Score -352678.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -352747.031250 Penalty: 2616.996338
	Iteration 3Q: 3 clusters Score -352747 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -352790.500000 Penalty: 2616.996338
	Iteration 4Q: 3 clusters Score -352790.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352821.906250 Penalty: 2616.996338
	Iteration 5Q: 3 clusters Score -352821.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -352851.593750 Penalty: 2616.996338
	Iteration 6Q: 3 clusters Score -352851.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -352873.718750 Penalty: 2616.996338
	Iteration 7Q: 3 clusters Score -352873.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -352893.312500 Penalty: 2616.996338
	Iteration 8Q: 3 clusters Score -352893.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -352912.937500 Penalty: 2616.996338
	Iteration 9Q: 3 clusters Score -352912.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -352929.531250 Penalty: 2616.996338
	Iteration 10Q: 3 clusters Score -352929.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -352941.406250 Penalty: 2616.996338
	Iteration 11Q: 3 clusters Score -352941.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -352953.125000 Penalty: 2616.996338
	Iteration 12Q: 3 clusters Score -352953.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -352961.218750 Penalty: 2616.996338
	Iteration 13Q: 3 clusters Score -352961.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -352968.625000 Penalty: 2616.996338
	Iteration 14Q: 3 clusters Score -352968.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -352975.593750 Penalty: 2616.996338
	Iteration 15Q: 3 clusters Score -352975.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -352982.218750 Penalty: 2616.996338
	Iteration 16Q: 3 clusters Score -352982.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -352993.562500 Penalty: 2616.996338
	Iteration 17Q: 3 clusters Score -352993.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -353005.968750 Penalty: 2616.996338
	Iteration 18Q: 3 clusters Score -353006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -353020.250000 Penalty: 2616.996338
	Iteration 19Q: 3 clusters Score -353020.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -353039.937500 Penalty: 2616.996338
	Iteration 20F: 3 clusters Score -353039.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -353055.781250 Penalty: 2616.996338
	Iteration 21Q: 3 clusters Score -353055.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -353068.562500 Penalty: 2616.996338
	Iteration 22Q: 3 clusters Score -353068.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -353083.500000 Penalty: 2616.996338
	Iteration 23Q: 3 clusters Score -353083.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -353104.187500 Penalty: 2616.996338
	Iteration 24Q: 3 clusters Score -353104.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -353120.750000 Penalty: 2616.996338
	Iteration 25Q: 3 clusters Score -353120.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -353138.406250 Penalty: 2616.996338
	Iteration 26Q: 3 clusters Score -353138.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -353162.218750 Penalty: 2616.996338
	Iteration 27Q: 3 clusters Score -353162.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -353186.781250 Penalty: 2616.996338
	Iteration 28Q: 3 clusters Score -353186.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -353217.125000 Penalty: 2616.996338
	Iteration 29Q: 3 clusters Score -353217.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -353245.593750 Penalty: 2616.996338
	Iteration 30Q: 3 clusters Score -353245.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -353284.531250 Penalty: 2616.996338
	Iteration 31Q: 3 clusters Score -353284.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -353320.531250 Penalty: 2616.996338
	Iteration 32Q: 3 clusters Score -353320.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -353355.718750 Penalty: 2616.996338
	Iteration 33Q: 3 clusters Score -353355.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -353385.812500 Penalty: 2616.996338
	Iteration 34Q: 3 clusters Score -353385.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -353411.062500 Penalty: 2616.996338
	Iteration 35Q: 3 clusters Score -353411.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -353442.343750 Penalty: 2616.996338
	Iteration 36Q: 3 clusters Score -353442.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -353474.312500 Penalty: 2616.996338
	Iteration 37Q: 3 clusters Score -353474.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -353498.781250 Penalty: 2616.996338
	Iteration 38Q: 3 clusters Score -353498.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -353514.406250 Penalty: 2616.996338
	Iteration 39Q: 3 clusters Score -353514.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -353528.250000 Penalty: 2616.996338
	Iteration 40F: 3 clusters Score -353528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -353536.968750 Penalty: 2616.996338
	Iteration 41Q: 3 clusters Score -353537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -353546.312500 Penalty: 2616.996338
	Iteration 42Q: 3 clusters Score -353546.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -353555.312500 Penalty: 2616.996338
	Iteration 43Q: 3 clusters Score -353555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -353564.125000 Penalty: 2616.996338
	Iteration 44Q: 3 clusters Score -353564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -353574.406250 Penalty: 2616.996338
	Iteration 45Q: 3 clusters Score -353574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -353585.593750 Penalty: 2616.996338
	Iteration 46Q: 3 clusters Score -353585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -353590.343750 Penalty: 2616.996338
	Iteration 47Q: 3 clusters Score -353590.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -353590.343750 Penalty: 2616.996338
	Iteration 48Q: 3 clusters Score -353590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -353590.343750 Penalty: 2616.996338
	Iteration 49F: 3 clusters Score -353590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Entering Unmasked Estep 
Score: -4947498.000000 Penalty: 1741.165039
	Iteration 0F: 2 clusters Score -4947498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4917346.500000 Penalty: 3482.330078
	Iteration 0F: 3 clusters Score -4917346 nChanged 21155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4929280.500000 Penalty: 3482.330078
	Iteration 1F: 3 clusters Score -4929280 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4929861.000000 Penalty: 3482.330078
	Iteration 2Q: 3 clusters Score -4929861 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4930439.000000 Penalty: 3482.330078
	Iteration 3Q: 3 clusters Score -4930439 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4931168.000000 Penalty: 3482.330078
	Iteration 4Q: 3 clusters Score -4931168 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4932056.000000 Penalty: 3482.330078
	Iteration 5Q: 3 clusters Score -4932056 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4933221.000000 Penalty: 3482.330078
	Iteration 6Q: 3 clusters Score -4933221 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4934774.500000 Penalty: 3482.330078
	Iteration 7F: 3 clusters Score -4934774 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -4936912.000000 Penalty: 3482.330078
	Iteration 8F: 3 clusters Score -4936912 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -4939238.500000 Penalty: 3482.330078
	Iteration 9F: 3 clusters Score -4939238 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -4941340.500000 Penalty: 3482.330078
	Iteration 10F: 3 clusters Score -4941340 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4942765 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4943601.500000 Penalty: 3482.330078
	Iteration 12Q: 3 clusters Score -4943602 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4944076 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4944390.500000 Penalty: 3482.330078
	Iteration 14Q: 3 clusters Score -4944390 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4944555.000000 Penalty: 3482.330078
	Iteration 15Q: 3 clusters Score -4944555 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -4944666.500000 Penalty: 3482.330078
	Iteration 16Q: 3 clusters Score -4944666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4944761.500000 Penalty: 3482.330078
	Iteration 17Q: 3 clusters Score -4944762 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4944842 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4944903 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4944954 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4944998.500000 Penalty: 3482.330078
	Iteration 21Q: 3 clusters Score -4944998 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4945037.500000 Penalty: 3482.330078
	Iteration 22Q: 3 clusters Score -4945038 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4945095.500000 Penalty: 3482.330078
	Iteration 23Q: 3 clusters Score -4945096 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4945126.500000 Penalty: 3482.330078
	Iteration 24Q: 3 clusters Score -4945126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4945154.500000 Penalty: 3482.330078
	Iteration 25Q: 3 clusters Score -4945154 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4945216.500000 Penalty: 3482.330078
	Iteration 26Q: 3 clusters Score -4945216 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4945255.500000 Penalty: 3482.330078
	Iteration 27Q: 3 clusters Score -4945256 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4945311.000000 Penalty: 3482.330078
	Iteration 28Q: 3 clusters Score -4945311 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4945360.000000 Penalty: 3482.330078
	Iteration 29Q: 3 clusters Score -4945360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4945400.500000 Penalty: 3482.330078
	Iteration 30Q: 3 clusters Score -4945400 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4945438.500000 Penalty: 3482.330078
	Iteration 31Q: 3 clusters Score -4945438 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4945468.000000 Penalty: 3482.330078
	Iteration 32Q: 3 clusters Score -4945468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4945503.000000 Penalty: 3482.330078
	Iteration 33Q: 3 clusters Score -4945503 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4945531.000000 Penalty: 3482.330078
	Iteration 34Q: 3 clusters Score -4945531 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4945575.000000 Penalty: 3482.330078
	Iteration 35Q: 3 clusters Score -4945575 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4945627.000000 Penalty: 3482.330078
	Iteration 36Q: 3 clusters Score -4945627 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4945660 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4945685.000000 Penalty: 3482.330078
	Iteration 38Q: 3 clusters Score -4945685 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4945710.500000 Penalty: 3482.330078
	Iteration 39Q: 3 clusters Score -4945710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4945721.000000 Penalty: 3482.330078
	Iteration 40F: 3 clusters Score -4945721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4945730.500000 Penalty: 3482.330078
	Iteration 41Q: 3 clusters Score -4945730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4945751.500000 Penalty: 3482.330078
	Iteration 42Q: 3 clusters Score -4945752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4945772.000000 Penalty: 3482.330078
	Iteration 43Q: 3 clusters Score -4945772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4945781.000000 Penalty: 3482.330078
	Iteration 44Q: 3 clusters Score -4945781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4945788.000000 Penalty: 3482.330078
	Iteration 45Q: 3 clusters Score -4945788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4945802.500000 Penalty: 3482.330078
	Iteration 46Q: 3 clusters Score -4945802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4945811.500000 Penalty: 3482.330078
	Iteration 47Q: 3 clusters Score -4945812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4945819.500000 Penalty: 3482.330078
	Iteration 48Q: 3 clusters Score -4945820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4945823.000000 Penalty: 3482.330078
	Iteration 49Q: 3 clusters Score -4945823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4945825.500000 Penalty: 3482.330078
	Iteration 50Q: 3 clusters Score -4945826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4945837.000000 Penalty: 3482.330078
	Iteration 51Q: 3 clusters Score -4945837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4945846.500000 Penalty: 3482.330078
	Iteration 52Q: 3 clusters Score -4945846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4945845.000000 Penalty: 3482.330078
	Iteration 53Q: 3 clusters Score -4945845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4945859.500000 Penalty: 3482.330078
	Iteration 54Q: 3 clusters Score -4945860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4945859.500000 Penalty: 3482.330078
	Iteration 55Q: 3 clusters Score -4945860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4945859.500000 Penalty: 3482.330078
	Iteration 56Q: 3 clusters Score -4945860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4945865.000000 Penalty: 3482.330078
	Iteration 57Q: 3 clusters Score -4945865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4945876.500000 Penalty: 3482.330078
	Iteration 58Q: 3 clusters Score -4945876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4945883.000000 Penalty: 3482.330078
	Iteration 59Q: 3 clusters Score -4945883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4945885.500000 Penalty: 3482.330078
	Iteration 60F: 3 clusters Score -4945886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4945882.000000 Penalty: 3482.330078
	Iteration 61Q: 3 clusters Score -4945882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4945885.000000 Penalty: 3482.330078
	Iteration 62Q: 3 clusters Score -4945885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4945884.500000 Penalty: 3482.330078
	Iteration 63Q: 3 clusters Score -4945884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4945884.000000 Penalty: 3482.330078
	Iteration 64Q: 3 clusters Score -4945884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4945885.500000 Penalty: 3482.330078
	Iteration 65Q: 3 clusters Score -4945886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4945889.000000 Penalty: 3482.330078
	Iteration 66Q: 3 clusters Score -4945889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4945889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4945891.500000 Penalty: 3482.330078
	Iteration 68Q: 3 clusters Score -4945892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4945893.500000 Penalty: 3482.330078
	Iteration 69Q: 3 clusters Score -4945894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4945892.500000 Penalty: 3482.330078
	Iteration 70Q: 3 clusters Score -4945892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4945894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4945903.500000 Penalty: 3482.330078
	Iteration 72Q: 3 clusters Score -4945904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4945909.500000 Penalty: 3482.330078
	Iteration 73Q: 3 clusters Score -4945910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4945918.000000 Penalty: 3482.330078
	Iteration 74Q: 3 clusters Score -4945918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4945914.500000 Penalty: 3482.330078
	Iteration 75Q: 3 clusters Score -4945914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4945925.000000 Penalty: 3482.330078
	Iteration 76Q: 3 clusters Score -4945925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4945927.500000 Penalty: 3482.330078
	Iteration 77Q: 3 clusters Score -4945928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4945928.500000 Penalty: 3482.330078
	Iteration 78Q: 3 clusters Score -4945928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4945936.000000 Penalty: 3482.330078
	Iteration 79Q: 3 clusters Score -4945936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4945941.000000 Penalty: 3482.330078
	Iteration 80F: 3 clusters Score -4945941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4945945.500000 Penalty: 3482.330078
	Iteration 81Q: 3 clusters Score -4945946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4945945.000000 Penalty: 3482.330078
	Iteration 82Q: 3 clusters Score -4945945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4945949.500000 Penalty: 3482.330078
	Iteration 83Q: 3 clusters Score -4945950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4945956.000000 Penalty: 3482.330078
	Iteration 84Q: 3 clusters Score -4945956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4945954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4945954.500000 Penalty: 3482.330078
	Iteration 86Q: 3 clusters Score -4945954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4945954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4945958.500000 Penalty: 3482.330078
	Iteration 88Q: 3 clusters Score -4945958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4945960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4945969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4945972 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4945971 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4945978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4945978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4945980.000000 Penalty: 3482.330078
	Iteration 95Q: 3 clusters Score -4945980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4945982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4945984 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4945988 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44374 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4945986 nChanged 1
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Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4945985 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44376 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4945986 nChanged 1
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Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4945982 nChanged 1
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Entering Unmasked Estep 
Score: -4945986.500000 Penalty: 3482.330078
	Iteration 103Q: 3 clusters Score -4945986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4945990.500000 Penalty: 3482.330078
	Iteration 104Q: 3 clusters Score -4945990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4945991.500000 Penalty: 3482.330078
	Iteration 105Q: 3 clusters Score -4945992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4945993.500000 Penalty: 3482.330078
	Iteration 106Q: 3 clusters Score -4945994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4945992.500000 Penalty: 3482.330078
	Iteration 107Q: 3 clusters Score -4945992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4945993.500000 Penalty: 3482.330078
	Iteration 108Q: 3 clusters Score -4945994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4945994.000000 Penalty: 3482.330078
	Iteration 109Q: 3 clusters Score -4945994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4945995.000000 Penalty: 3482.330078
	Iteration 110Q: 3 clusters Score -4945995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4946004.000000 Penalty: 3482.330078
	Iteration 111Q: 3 clusters Score -4946004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4946002.000000 Penalty: 3482.330078
	Iteration 112Q: 3 clusters Score -4946002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4946002.500000 Penalty: 3482.330078
	Iteration 113Q: 3 clusters Score -4946002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4946007.500000 Penalty: 3482.330078
	Iteration 114Q: 3 clusters Score -4946008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4946009.500000 Penalty: 3482.330078
	Iteration 115Q: 3 clusters Score -4946010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4946010.000000 Penalty: 3482.330078
	Iteration 116Q: 3 clusters Score -4946010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4946007.500000 Penalty: 3482.330078
	Iteration 117Q: 3 clusters Score -4946008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4946013.500000 Penalty: 3482.330078
	Iteration 118Q: 3 clusters Score -4946014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4946013.500000 Penalty: 3482.330078
	Iteration 119F: 3 clusters Score -4946014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -708704.812500 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -708704.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -703814.375000 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -703814.4 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -705208.187500 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -705208.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -705426.000000 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -705426 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -705586.312500 Penalty: 2848.773926
	Iteration 3F: 3 clusters Score -705586.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -705688.687500 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -705688.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -705774.000000 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -705774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -705830.937500 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -705830.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -705879.125000 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -705879.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -705922.125000 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -705922.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -705954.437500 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -705954.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -705983.062500 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -705983.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -706011.312500 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -706011.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -706044.500000 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -706044.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -706079.312500 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -706079.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -706111.500000 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -706111.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -706146.812500 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -706146.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -706183.562500 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -706183.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -706232.187500 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -706232.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -706280.750000 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -706280.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -706343.187500 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -706343.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -706413.687500 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -706413.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -706487.000000 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -706487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -706568.437500 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -706568.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -706631.937500 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -706631.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -706694.750000 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -706694.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -706752.375000 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -706752.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -706790.875000 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -706790.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -706827.562500 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -706827.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -706863.625000 Penalty: 2848.773926
	Iteration 28Q: 3 clusters Score -706863.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -706893.437500 Penalty: 2848.773926
	Iteration 29Q: 3 clusters Score -706893.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -706913.875000 Penalty: 2848.773926
	Iteration 30Q: 3 clusters Score -706913.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -706929.500000 Penalty: 2848.773926
	Iteration 31Q: 3 clusters Score -706929.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -706945.500000 Penalty: 2848.773926
	Iteration 32Q: 3 clusters Score -706945.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -706960.250000 Penalty: 2848.773926
	Iteration 33Q: 3 clusters Score -706960.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -706968.750000 Penalty: 2848.773926
	Iteration 34Q: 3 clusters Score -706968.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -706977.187500 Penalty: 2848.773926
	Iteration 35Q: 3 clusters Score -706977.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -706985.562500 Penalty: 2848.773926
	Iteration 36Q: 3 clusters Score -706985.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -706994.062500 Penalty: 2848.773926
	Iteration 37Q: 3 clusters Score -706994.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -707001.687500 Penalty: 2848.773926
	Iteration 38Q: 3 clusters Score -707001.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -707011.687500 Penalty: 2848.773926
	Iteration 39Q: 3 clusters Score -707011.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -707024.875000 Penalty: 2848.773926
	Iteration 40F: 3 clusters Score -707024.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -707044.062500 Penalty: 2848.773926
	Iteration 41Q: 3 clusters Score -707044.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -707063.312500 Penalty: 2848.773926
	Iteration 42Q: 3 clusters Score -707063.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -707086.687500 Penalty: 2848.773926
	Iteration 43Q: 3 clusters Score -707086.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -707109.750000 Penalty: 2848.773926
	Iteration 44Q: 3 clusters Score -707109.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -707131.375000 Penalty: 2848.773926
	Iteration 45Q: 3 clusters Score -707131.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -707148.437500 Penalty: 2848.773926
	Iteration 46Q: 3 clusters Score -707148.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -707166.937500 Penalty: 2848.773926
	Iteration 47Q: 3 clusters Score -707166.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -707184.312500 Penalty: 2848.773926
	Iteration 48Q: 3 clusters Score -707184.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -707201.625000 Penalty: 2848.773926
	Iteration 49Q: 3 clusters Score -707201.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -707215.812500 Penalty: 2848.773926
	Iteration 50Q: 3 clusters Score -707215.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -707228.875000 Penalty: 2848.773926
	Iteration 51Q: 3 clusters Score -707228.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -707237.375000 Penalty: 2848.773926
	Iteration 52Q: 3 clusters Score -707237.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -707251.250000 Penalty: 2848.773926
	Iteration 53Q: 3 clusters Score -707251.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -707267.875000 Penalty: 2848.773926
	Iteration 54Q: 3 clusters Score -707267.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -707279.250000 Penalty: 2848.773926
	Iteration 55Q: 3 clusters Score -707279.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -707286.000000 Penalty: 2848.773926
	Iteration 56Q: 3 clusters Score -707286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -707299.625000 Penalty: 2848.773926
	Iteration 57Q: 3 clusters Score -707299.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -707308.812500 Penalty: 2848.773926
	Iteration 58Q: 3 clusters Score -707308.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -707321.562500 Penalty: 2848.773926
	Iteration 59Q: 3 clusters Score -707321.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -707332.250000 Penalty: 2848.773926
	Iteration 60F: 3 clusters Score -707332.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -707346.000000 Penalty: 2848.773926
	Iteration 61Q: 3 clusters Score -707346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -707362.125000 Penalty: 2848.773926
	Iteration 62Q: 3 clusters Score -707362.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -707369.437500 Penalty: 2848.773926
	Iteration 63Q: 3 clusters Score -707369.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -707376.687500 Penalty: 2848.773926
	Iteration 64Q: 3 clusters Score -707376.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -707383.937500 Penalty: 2848.773926
	Iteration 65Q: 3 clusters Score -707383.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -707393.187500 Penalty: 2848.773926
	Iteration 66Q: 3 clusters Score -707393.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -707398.562500 Penalty: 2848.773926
	Iteration 67Q: 3 clusters Score -707398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -707405.000000 Penalty: 2848.773926
	Iteration 68Q: 3 clusters Score -707405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -707410.750000 Penalty: 2848.773926
	Iteration 69Q: 3 clusters Score -707410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -707413.125000 Penalty: 2848.773926
	Iteration 70Q: 3 clusters Score -707413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -707417.062500 Penalty: 2848.773926
	Iteration 71Q: 3 clusters Score -707417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -707417.937500 Penalty: 2848.773926
	Iteration 72Q: 3 clusters Score -707417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -707420.937500 Penalty: 2848.773926
	Iteration 73Q: 3 clusters Score -707420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -707421.750000 Penalty: 2848.773926
	Iteration 74Q: 3 clusters Score -707421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -707421.812500 Penalty: 2848.773926
	Iteration 75Q: 3 clusters Score -707421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -707421.812500 Penalty: 2848.773926
	Iteration 76F: 3 clusters Score -707421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Entering Unmasked Estep 
Score: -4709568.500000 Penalty: 1733.182861
	Iteration 0F: 2 clusters Score -4709568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -4680881.500000 Penalty: 3466.365723
	Iteration 0F: 3 clusters Score -4680882 nChanged 19950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4691918.500000 Penalty: 3466.365723
	Iteration 1F: 3 clusters Score -4691918 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4692468.000000 Penalty: 3466.365723
	Iteration 2Q: 3 clusters Score -4692468 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4693176.000000 Penalty: 3466.365723
	Iteration 3Q: 3 clusters Score -4693176 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4694166.000000 Penalty: 3466.365723
	Iteration 4Q: 3 clusters Score -4694166 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -4695773.000000 Penalty: 3466.365723
	Iteration 5F: 3 clusters Score -4695773 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4698444.500000 Penalty: 3466.365723
	Iteration 6F: 3 clusters Score -4698444 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4701905.500000 Penalty: 3466.365723
	Iteration 7F: 3 clusters Score -4701906 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4705031.000000 Penalty: 3466.365723
	Iteration 8F: 3 clusters Score -4705031 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4706855.000000 Penalty: 3466.365723
	Iteration 9Q: 3 clusters Score -4706855 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4707643.000000 Penalty: 3466.365723
	Iteration 10Q: 3 clusters Score -4707643 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4707915.000000 Penalty: 3466.365723
	Iteration 11Q: 3 clusters Score -4707915 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4708009.500000 Penalty: 3466.365723
	Iteration 12Q: 3 clusters Score -4708010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4708040.500000 Penalty: 3466.365723
	Iteration 13Q: 3 clusters Score -4708040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4708048.000000 Penalty: 3466.365723
	Iteration 14Q: 3 clusters Score -4708048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4708063.000000 Penalty: 3466.365723
	Iteration 15Q: 3 clusters Score -4708063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4708067.500000 Penalty: 3466.365723
	Iteration 16Q: 3 clusters Score -4708068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4708070.000000 Penalty: 3466.365723
	Iteration 17Q: 3 clusters Score -4708070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4708082.000000 Penalty: 3466.365723
	Iteration 18Q: 3 clusters Score -4708082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4708083.500000 Penalty: 3466.365723
	Iteration 19Q: 3 clusters Score -4708084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4708089.000000 Penalty: 3466.365723
	Iteration 20F: 3 clusters Score -4708089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4708101.500000 Penalty: 3466.365723
	Iteration 21Q: 3 clusters Score -4708102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4708105.500000 Penalty: 3466.365723
	Iteration 22Q: 3 clusters Score -4708106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4708110.500000 Penalty: 3466.365723
	Iteration 23Q: 3 clusters Score -4708110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4708111.500000 Penalty: 3466.365723
	Iteration 24Q: 3 clusters Score -4708112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4708115.500000 Penalty: 3466.365723
	Iteration 25Q: 3 clusters Score -4708116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4708114.500000 Penalty: 3466.365723
	Iteration 26Q: 3 clusters Score -4708114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4708116.500000 Penalty: 3466.365723
	Iteration 27Q: 3 clusters Score -4708116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4708117.500000 Penalty: 3466.365723
	Iteration 28Q: 3 clusters Score -4708118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4708119.500000 Penalty: 3466.365723
	Iteration 29Q: 3 clusters Score -4708120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4708119.500000 Penalty: 3466.365723
	Iteration 30F: 3 clusters Score -4708120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -677159.875000 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -677159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -672129.875000 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -672129.9 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -673665.125000 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -673665.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -673889.812500 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -673889.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -674067.437500 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -674067.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -674236.562500 Penalty: 2860.966553
	Iteration 4Q: 3 clusters Score -674236.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -674400.937500 Penalty: 2860.966553
	Iteration 5Q: 3 clusters Score -674400.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -674613.437500 Penalty: 2860.966553
	Iteration 6Q: 3 clusters Score -674613.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -674854.562500 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -674854.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -675071.937500 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -675071.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -675290.625000 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -675290.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -675500.875000 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -675500.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -675691.375000 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -675691.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -675842.937500 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -675842.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -676000.812500 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -676000.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -676160.187500 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -676160.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -676266.687500 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -676266.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -676334.500000 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -676334.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -676374.750000 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -676374.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -676401.562500 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -676401.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -676415.187500 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -676415.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -676428.062500 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -676428.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -676436.187500 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -676436.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -676442.437500 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -676442.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -676447.125000 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -676447.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -676450.937500 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -676450.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -676454.187500 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -676454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -676454.375000 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -676454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -676455.250000 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -676455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -676455.937500 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -676455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -676456.625000 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -676456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -676457.062500 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -676457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -676457.062500 Penalty: 2860.966553
	Iteration 31F: 3 clusters Score -676457.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Entering Unmasked Estep 
Score: -17772228.000000 Penalty: 1950.881470
	Iteration 0F: 2 clusters Score -1.777223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -17663098.000000 Penalty: 3901.762939
	Iteration 0F: 3 clusters Score -1.76631e+07 nChanged 78815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -17709812.000000 Penalty: 3901.762939
	Iteration 1F: 3 clusters Score -1.770981e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -17711428.000000 Penalty: 3901.762939
	Iteration 2Q: 3 clusters Score -1.771143e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -17713892.000000 Penalty: 3901.762939
	Iteration 3Q: 3 clusters Score -1.771389e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 104367 members 
Entering Unmasked Estep 
Score: -17718644.000000 Penalty: 3901.762939
	Iteration 4F: 3 clusters Score -1.771864e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -17727126.000000 Penalty: 3901.762939
	Iteration 5F: 3 clusters Score -1.772713e+07 nChanged 13532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 128608 members 
Entering Unmasked Estep 
Score: -17739210.000000 Penalty: 3901.762939
	Iteration 6F: 3 clusters Score -1.773921e+07 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 140818 members 
Entering Unmasked Estep 
Score: -17751516.000000 Penalty: 3901.762939
	Iteration 7F: 3 clusters Score -1.775152e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 149237 members 
Entering Unmasked Estep 
Score: -17759984.000000 Penalty: 3901.762939
	Iteration 8F: 3 clusters Score -1.775998e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 154018 members 
Entering Unmasked Estep 
Score: -17764556.000000 Penalty: 3901.762939
	Iteration 9Q: 3 clusters Score -1.776456e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 156678 members 
Entering Unmasked Estep 
Score: -17766732.000000 Penalty: 3901.762939
	Iteration 10Q: 3 clusters Score -1.776673e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 158348 members 
Entering Unmasked Estep 
Score: -17767860.000000 Penalty: 3901.762939
	Iteration 11Q: 3 clusters Score -1.776786e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 159513 members 
Entering Unmasked Estep 
Score: -17768526.000000 Penalty: 3901.762939
	Iteration 12Q: 3 clusters Score -1.776853e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 160377 members 
Entering Unmasked Estep 
Score: -17768988.000000 Penalty: 3901.762939
	Iteration 13Q: 3 clusters Score -1.776899e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 161028 members 
Entering Unmasked Estep 
Score: -17769302.000000 Penalty: 3901.762939
	Iteration 14Q: 3 clusters Score -1.77693e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 161541 members 
Entering Unmasked Estep 
Score: -17769624.000000 Penalty: 3901.762939
	Iteration 15Q: 3 clusters Score -1.776962e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -17769786.000000 Penalty: 3901.762939
	Iteration 16Q: 3 clusters Score -1.776979e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 162163 members 
Entering Unmasked Estep 
Score: -17769878.000000 Penalty: 3901.762939
	Iteration 17Q: 3 clusters Score -1.776988e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 162365 members 
Entering Unmasked Estep 
Score: -17769990.000000 Penalty: 3901.762939
	Iteration 18Q: 3 clusters Score -1.776999e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 162530 members 
Entering Unmasked Estep 
Score: -17770084.000000 Penalty: 3901.762939
	Iteration 19Q: 3 clusters Score -1.777008e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 162651 members 
Entering Unmasked Estep 
Score: -17770126.000000 Penalty: 3901.762939
	Iteration 20F: 3 clusters Score -1.777013e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 162758 members 
Entering Unmasked Estep 
Score: -17770220.000000 Penalty: 3901.762939
	Iteration 21Q: 3 clusters Score -1.777022e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 162841 members 
Entering Unmasked Estep 
Score: -17770290.000000 Penalty: 3901.762939
	Iteration 22Q: 3 clusters Score -1.777029e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 162912 members 
Entering Unmasked Estep 
Score: -17770320.000000 Penalty: 3901.762939
	Iteration 23Q: 3 clusters Score -1.777032e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 162958 members 
Entering Unmasked Estep 
Score: -17770352.000000 Penalty: 3901.762939
	Iteration 24Q: 3 clusters Score -1.777035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 162993 members 
Entering Unmasked Estep 
Score: -17770390.000000 Penalty: 3901.762939
	Iteration 25Q: 3 clusters Score -1.777039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 163014 members 
Entering Unmasked Estep 
Score: -17770398.000000 Penalty: 3901.762939
	Iteration 26Q: 3 clusters Score -1.77704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -17770406.000000 Penalty: 3901.762939
	Iteration 27Q: 3 clusters Score -1.777041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -17770436.000000 Penalty: 3901.762939
	Iteration 28Q: 3 clusters Score -1.777044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -17770438.000000 Penalty: 3901.762939
	Iteration 29Q: 3 clusters Score -1.777044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -17770458.000000 Penalty: 3901.762939
	Iteration 30Q: 3 clusters Score -1.777046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -17770456.000000 Penalty: 3901.762939
	Iteration 31Q: 3 clusters Score -1.777046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -17770478.000000 Penalty: 3901.762939
	Iteration 32Q: 3 clusters Score -1.777048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 163141 members 
Entering Unmasked Estep 
Score: -17770496.000000 Penalty: 3901.762939
	Iteration 33Q: 3 clusters Score -1.77705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 163154 members 
Entering Unmasked Estep 
Score: -17770500.000000 Penalty: 3901.762939
	Iteration 34Q: 3 clusters Score -1.77705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -17770514.000000 Penalty: 3901.762939
	Iteration 35Q: 3 clusters Score -1.777051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -17770516.000000 Penalty: 3901.762939
	Iteration 36Q: 3 clusters Score -1.777052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 163179 members 
Entering Unmasked Estep 
Score: -17770528.000000 Penalty: 3901.762939
	Iteration 37Q: 3 clusters Score -1.777053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 163190 members 
Entering Unmasked Estep 
Score: -17770532.000000 Penalty: 3901.762939
	Iteration 38Q: 3 clusters Score -1.777053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 163194 members 
Entering Unmasked Estep 
Score: -17770544.000000 Penalty: 3901.762939
	Iteration 39Q: 3 clusters Score -1.777054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -17770534.000000 Penalty: 3901.762939
	Iteration 40F: 3 clusters Score -1.777053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -17770536.000000 Penalty: 3901.762939
	Iteration 41Q: 3 clusters Score -1.777054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -17770546.000000 Penalty: 3901.762939
	Iteration 42Q: 3 clusters Score -1.777055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -17770544.000000 Penalty: 3901.762939
	Iteration 43Q: 3 clusters Score -1.777054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 163219 members 
Entering Unmasked Estep 
Score: -17770556.000000 Penalty: 3901.762939
	Iteration 44Q: 3 clusters Score -1.777056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 163221 members 
Entering Unmasked Estep 
Score: -17770562.000000 Penalty: 3901.762939
	Iteration 45Q: 3 clusters Score -1.777056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -17770558.000000 Penalty: 3901.762939
	Iteration 46Q: 3 clusters Score -1.777056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -17770562.000000 Penalty: 3901.762939
	Iteration 47Q: 3 clusters Score -1.777056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -17770562.000000 Penalty: 3901.762939
	Iteration 48F: 3 clusters Score -1.777056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 84355 members 
Mstep: Class 3 contains 5173 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 5 contains 68777 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 39605 members 
Mstep: Class 8 contains 26097 members 
Mstep: Class 9 contains 168446 members 
Mstep: Class 10 contains 43890 members 
Mstep: Class 11 contains 120357 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 45020 members 
Mstep: Class 14 contains 6409 members 
Mstep: Class 16 contains 42862 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 163640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834648.000000 Penalty: 40048.039062
Iteration 119Q: 19 clusters Score -9.383465e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 84149 members 
Mstep: Class 3 contains 5190 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 69203 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 39880 members 
Mstep: Class 8 contains 26297 members 
Mstep: Class 9 contains 167860 members 
Mstep: Class 10 contains 43762 members 
Mstep: Class 11 contains 120839 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 45221 members 
Mstep: Class 14 contains 5947 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 43212 members 
Mstep: Class 18 contains 6748 members 
Mstep: Class 19 contains 162535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93835760.000000 Penalty: 40048.039062
Iteration 120F: 19 clusters Score -9.383576e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 83969 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 69671 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 40152 members 
Mstep: Class 8 contains 26491 members 
Mstep: Class 9 contains 167282 members 
Mstep: Class 10 contains 43696 members 
Mstep: Class 11 contains 121297 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 45391 members 
Mstep: Class 14 contains 5619 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 43509 members 
Mstep: Class 18 contains 6831 members 
Mstep: Class 19 contains 161352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837056.000000 Penalty: 40048.039062
Iteration 121Q: 19 clusters Score -9.383706e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 83796 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 594 members 
Mstep: Class 5 contains 70076 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 40446 members 
Mstep: Class 8 contains 26695 members 
Mstep: Class 9 contains 166634 members 
Mstep: Class 10 contains 43640 members 
Mstep: Class 11 contains 121750 members 
Mstep: Class 12 contains 2906 members 
Mstep: Class 13 contains 45589 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 344 members 
Mstep: Class 16 contains 43808 members 
Mstep: Class 18 contains 6919 members 
Mstep: Class 19 contains 160233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838144.000000 Penalty: 40048.039062
Iteration 122Q: 19 clusters Score -9.383814e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 83599 members 
Mstep: Class 3 contains 5238 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 70431 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 40783 members 
Mstep: Class 8 contains 26886 members 
Mstep: Class 9 contains 165993 members 
Mstep: Class 10 contains 43578 members 
Mstep: Class 11 contains 122233 members 
Mstep: Class 12 contains 2831 members 
Mstep: Class 13 contains 45798 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 44105 members 
Mstep: Class 18 contains 7010 members 
Mstep: Class 19 contains 159168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839288.000000 Penalty: 40048.039062
Iteration 123Q: 19 clusters Score -9.383929e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 83406 members 
Mstep: Class 3 contains 5251 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 70722 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 41118 members 
Mstep: Class 8 contains 27084 members 
Mstep: Class 9 contains 165364 members 
Mstep: Class 10 contains 43539 members 
Mstep: Class 11 contains 122693 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 46018 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 44417 members 
Mstep: Class 18 contains 7095 members 
Mstep: Class 19 contains 158085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839984.000000 Penalty: 40048.039062
Iteration 124Q: 19 clusters Score -9.383998e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 83198 members 
Mstep: Class 3 contains 5277 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 71020 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 41395 members 
Mstep: Class 8 contains 27272 members 
Mstep: Class 9 contains 164734 members 
Mstep: Class 10 contains 43495 members 
Mstep: Class 11 contains 123185 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 13 contains 46245 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 44763 members 
Mstep: Class 18 contains 7184 members 
Mstep: Class 19 contains 157002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840288.000000 Penalty: 40048.039062
Iteration 125Q: 19 clusters Score -9.384029e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 82962 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 71303 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 41678 members 
Mstep: Class 8 contains 27487 members 
Mstep: Class 9 contains 164055 members 
Mstep: Class 10 contains 43449 members 
Mstep: Class 11 contains 123658 members 
Mstep: Class 12 contains 2619 members 
Mstep: Class 13 contains 46494 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 45125 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 155960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841112.000000 Penalty: 40048.039062
Iteration 126Q: 19 clusters Score -9.384111e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 82797 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 624 members 
Mstep: Class 5 contains 71552 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 41969 members 
Mstep: Class 8 contains 27662 members 
Mstep: Class 9 contains 163351 members 
Mstep: Class 10 contains 43433 members 
Mstep: Class 11 contains 124162 members 
Mstep: Class 12 contains 2536 members 
Mstep: Class 13 contains 46713 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 45488 members 
Mstep: Class 18 contains 7368 members 
Mstep: Class 19 contains 154901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842008.000000 Penalty: 40048.039062
Iteration 127Q: 19 clusters Score -9.384201e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 82664 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 71775 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 42256 members 
Mstep: Class 8 contains 27825 members 
Mstep: Class 9 contains 162663 members 
Mstep: Class 10 contains 43422 members 
Mstep: Class 11 contains 124778 members 
Mstep: Class 12 contains 2445 members 
Mstep: Class 13 contains 46911 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 45858 members 
Mstep: Class 18 contains 7458 members 
Mstep: Class 19 contains 153761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842592.000000 Penalty: 40048.039062
Iteration 128Q: 19 clusters Score -9.384259e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 82547 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 71993 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 42559 members 
Mstep: Class 8 contains 27980 members 
Mstep: Class 9 contains 161920 members 
Mstep: Class 10 contains 43404 members 
Mstep: Class 11 contains 125478 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 47106 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 46207 members 
Mstep: Class 18 contains 7548 members 
Mstep: Class 19 contains 152621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843472.000000 Penalty: 40048.039062
Iteration 129Q: 19 clusters Score -9.384347e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 82443 members 
Mstep: Class 3 contains 5323 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 72167 members 
Mstep: Class 6 contains 1811 members 
Mstep: Class 7 contains 42849 members 
Mstep: Class 8 contains 28122 members 
Mstep: Class 9 contains 161236 members 
Mstep: Class 10 contains 43394 members 
Mstep: Class 11 contains 126296 members 
Mstep: Class 12 contains 2260 members 
Mstep: Class 13 contains 47311 members 
Mstep: Class 14 contains 3865 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 46531 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 151381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844064.000000 Penalty: 40048.039062
Iteration 130Q: 19 clusters Score -9.384406e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 82340 members 
Mstep: Class 3 contains 5318 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 72359 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 43174 members 
Mstep: Class 8 contains 28289 members 
Mstep: Class 9 contains 160536 members 
Mstep: Class 10 contains 43372 members 
Mstep: Class 11 contains 127099 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 47523 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 46828 members 
Mstep: Class 18 contains 7685 members 
Mstep: Class 19 contains 150116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844544.000000 Penalty: 40048.039062
Iteration 131Q: 19 clusters Score -9.384454e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 82239 members 
Mstep: Class 3 contains 5323 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 72544 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 43428 members 
Mstep: Class 8 contains 28468 members 
Mstep: Class 9 contains 159845 members 
Mstep: Class 10 contains 43353 members 
Mstep: Class 11 contains 127946 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 47731 members 
Mstep: Class 14 contains 3712 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 47124 members 
Mstep: Class 18 contains 7753 members 
Mstep: Class 19 contains 148793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844808.000000 Penalty: 40048.039062
Iteration 132Q: 19 clusters Score -9.384481e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 82169 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 72751 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 43673 members 
Mstep: Class 8 contains 28676 members 
Mstep: Class 9 contains 159167 members 
Mstep: Class 10 contains 43329 members 
Mstep: Class 11 contains 128786 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 47909 members 
Mstep: Class 14 contains 3645 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 47421 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 147449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844992.000000 Penalty: 40048.039062
Iteration 133Q: 19 clusters Score -9.384499e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 82118 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 72971 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 43916 members 
Mstep: Class 8 contains 28879 members 
Mstep: Class 9 contains 158475 members 
Mstep: Class 10 contains 43317 members 
Mstep: Class 11 contains 129629 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 48100 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 47727 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 146071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845384.000000 Penalty: 40048.039062
Iteration 134Q: 19 clusters Score -9.384538e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 82072 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 73210 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 44153 members 
Mstep: Class 8 contains 29065 members 
Mstep: Class 9 contains 157791 members 
Mstep: Class 10 contains 43301 members 
Mstep: Class 11 contains 130510 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 48271 members 
Mstep: Class 14 contains 3536 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 47980 members 
Mstep: Class 18 contains 7925 members 
Mstep: Class 19 contains 144671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846264.000000 Penalty: 40048.039062
Iteration 135Q: 19 clusters Score -9.384626e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 82007 members 
Mstep: Class 3 contains 5338 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 73450 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 44408 members 
Mstep: Class 8 contains 29205 members 
Mstep: Class 9 contains 157106 members 
Mstep: Class 10 contains 43283 members 
Mstep: Class 11 contains 131427 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 48468 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 48223 members 
Mstep: Class 18 contains 7988 members 
Mstep: Class 19 contains 143281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2192.042969 but Gain 2224.890625
Score: -93846944.000000 Penalty: 37823.148438
Iteration 136Q: 18 clusters Score -9.384694e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 82004 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 73765 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 44764 members 
Mstep: Class 8 contains 29331 members 
Mstep: Class 9 contains 156535 members 
Mstep: Class 10 contains 43330 members 
Mstep: Class 11 contains 132649 members 
Mstep: Class 13 contains 49502 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 48476 members 
Mstep: Class 18 contains 8054 members 
Mstep: Class 19 contains 141976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849248.000000 Penalty: 37823.148438
Iteration 137Q: 18 clusters Score -9.384925e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 81891 members 
Mstep: Class 3 contains 5343 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 73972 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 44967 members 
Mstep: Class 8 contains 29470 members 
Mstep: Class 9 contains 155784 members 
Mstep: Class 10 contains 43228 members 
Mstep: Class 11 contains 133653 members 
Mstep: Class 13 contains 50123 members 
Mstep: Class 14 contains 3377 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 48663 members 
Mstep: Class 18 contains 8117 members 
Mstep: Class 19 contains 140364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849872.000000 Penalty: 37823.148438
Iteration 138Q: 18 clusters Score -9.384987e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 81767 members 
Mstep: Class 3 contains 5337 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 74136 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 45186 members 
Mstep: Class 8 contains 29615 members 
Mstep: Class 9 contains 154989 members 
Mstep: Class 10 contains 43124 members 
Mstep: Class 11 contains 134807 members 
Mstep: Class 13 contains 50680 members 
Mstep: Class 14 contains 3337 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 48898 members 
Mstep: Class 18 contains 8167 members 
Mstep: Class 19 contains 138705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2186.156250 but Gain 2224.890625
Score: -93850728.000000 Penalty: 35598.257812
Iteration 139Q: 17 clusters Score -9.385073e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 81678 members 
Mstep: Class 3 contains 5338 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 74310 members 
Mstep: Class 7 contains 45442 members 
Mstep: Class 8 contains 29761 members 
Mstep: Class 9 contains 155596 members 
Mstep: Class 10 contains 43044 members 
Mstep: Class 11 contains 135944 members 
Mstep: Class 13 contains 51144 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 49115 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 137016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853136.000000 Penalty: 35598.257812
Iteration 140F: 17 clusters Score -9.385314e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 81628 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 74570 members 
Mstep: Class 7 contains 45718 members 
Mstep: Class 8 contains 29939 members 
Mstep: Class 9 contains 154732 members 
Mstep: Class 10 contains 42991 members 
Mstep: Class 11 contains 137206 members 
Mstep: Class 13 contains 51556 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 49346 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 135088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853976.000000 Penalty: 35598.257812
Iteration 141Q: 17 clusters Score -9.385398e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 81610 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 74805 members 
Mstep: Class 7 contains 45942 members 
Mstep: Class 8 contains 30126 members 
Mstep: Class 9 contains 153876 members 
Mstep: Class 10 contains 42952 members 
Mstep: Class 11 contains 138450 members 
Mstep: Class 13 contains 51910 members 
Mstep: Class 14 contains 3254 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 49574 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 133243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93854488.000000 Penalty: 35598.257812
Iteration 142Q: 17 clusters Score -9.385449e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 81589 members 
Mstep: Class 3 contains 5357 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 75083 members 
Mstep: Class 7 contains 46169 members 
Mstep: Class 8 contains 30340 members 
Mstep: Class 9 contains 153059 members 
Mstep: Class 10 contains 42901 members 
Mstep: Class 11 contains 139682 members 
Mstep: Class 13 contains 52230 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 49810 members 
Mstep: Class 18 contains 8343 members 
Mstep: Class 19 contains 131324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93855248.000000 Penalty: 35598.257812
Iteration 143Q: 17 clusters Score -9.385525e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 81571 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 75404 members 
Mstep: Class 7 contains 46375 members 
Mstep: Class 8 contains 30560 members 
Mstep: Class 9 contains 152224 members 
Mstep: Class 10 contains 42872 members 
Mstep: Class 11 contains 140954 members 
Mstep: Class 13 contains 52491 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 50042 members 
Mstep: Class 18 contains 8374 members 
Mstep: Class 19 contains 129409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93855864.000000 Penalty: 35598.257812
Iteration 144Q: 17 clusters Score -9.385586e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 81565 members 
Mstep: Class 3 contains 5357 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 75719 members 
Mstep: Class 7 contains 46573 members 
Mstep: Class 8 contains 30758 members 
Mstep: Class 9 contains 151364 members 
Mstep: Class 10 contains 42843 members 
Mstep: Class 11 contains 142291 members 
Mstep: Class 13 contains 52747 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 50287 members 
Mstep: Class 18 contains 8411 members 
Mstep: Class 19 contains 127442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93856400.000000 Penalty: 35598.257812
Iteration 145Q: 17 clusters Score -9.38564e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 81529 members 
Mstep: Class 3 contains 5343 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 76030 members 
Mstep: Class 7 contains 46781 members 
Mstep: Class 8 contains 30943 members 
Mstep: Class 9 contains 150490 members 
Mstep: Class 10 contains 42815 members 
Mstep: Class 11 contains 143724 members 
Mstep: Class 13 contains 52954 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 50554 members 
Mstep: Class 18 contains 8451 members 
Mstep: Class 19 contains 125447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93856712.000000 Penalty: 35598.257812
Iteration 146Q: 17 clusters Score -9.385671e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 81489 members 
Mstep: Class 3 contains 5332 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 76350 members 
Mstep: Class 7 contains 46980 members 
Mstep: Class 8 contains 31153 members 
Mstep: Class 9 contains 149683 members 
Mstep: Class 10 contains 42802 members 
Mstep: Class 11 contains 145114 members 
Mstep: Class 13 contains 53114 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 50785 members 
Mstep: Class 18 contains 8485 members 
Mstep: Class 19 contains 123470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93857512.000000 Penalty: 35598.257812
Iteration 147Q: 17 clusters Score -9.385751e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 81448 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 76657 members 
Mstep: Class 7 contains 47153 members 
Mstep: Class 8 contains 31389 members 
Mstep: Class 9 contains 148921 members 
Mstep: Class 10 contains 42777 members 
Mstep: Class 11 contains 146475 members 
Mstep: Class 13 contains 53265 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 51026 members 
Mstep: Class 18 contains 8514 members 
Mstep: Class 19 contains 121525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93858016.000000 Penalty: 35598.257812
Iteration 148Q: 17 clusters Score -9.385802e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 81400 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 76925 members 
Mstep: Class 7 contains 47330 members 
Mstep: Class 8 contains 31612 members 
Mstep: Class 9 contains 148112 members 
Mstep: Class 10 contains 42764 members 
Mstep: Class 11 contains 147969 members 
Mstep: Class 13 contains 53391 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 51268 members 
Mstep: Class 18 contains 8547 members 
Mstep: Class 19 contains 119560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93857912.000000 Penalty: 35598.257812
Iteration 149Q: 17 clusters Score -9.385791e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 81357 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 77187 members 
Mstep: Class 7 contains 47480 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 147274 members 
Mstep: Class 10 contains 42743 members 
Mstep: Class 11 contains 149431 members 
Mstep: Class 13 contains 53493 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 51465 members 
Mstep: Class 18 contains 8580 members 
Mstep: Class 19 contains 117672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93858224.000000 Penalty: 35598.257812
Iteration 150Q: 17 clusters Score -9.385822e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 81301 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 77420 members 
Mstep: Class 7 contains 47601 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 146463 members 
Mstep: Class 10 contains 42708 members 
Mstep: Class 11 contains 150957 members 
Mstep: Class 13 contains 53620 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 351 members 
Mstep: Class 16 contains 51634 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 115781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93858432.000000 Penalty: 35598.257812
Iteration 151Q: 17 clusters Score -9.385843e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 81248 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 77650 members 
Mstep: Class 7 contains 47693 members 
Mstep: Class 8 contains 32386 members 
Mstep: Class 9 contains 145673 members 
Mstep: Class 10 contains 42661 members 
Mstep: Class 11 contains 152556 members 
Mstep: Class 13 contains 53738 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 51777 members 
Mstep: Class 18 contains 8611 members 
Mstep: Class 19 contains 113908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859192.000000 Penalty: 35598.257812
Iteration 152Q: 17 clusters Score -9.385919e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 81141 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 77850 members 
Mstep: Class 7 contains 47785 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 9 contains 144922 members 
Mstep: Class 10 contains 42621 members 
Mstep: Class 11 contains 154286 members 
Mstep: Class 13 contains 53826 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 51879 members 
Mstep: Class 18 contains 8613 members 
Mstep: Class 19 contains 112085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859576.000000 Penalty: 35598.257812
Iteration 153Q: 17 clusters Score -9.385958e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 81018 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 78061 members 
Mstep: Class 7 contains 47884 members 
Mstep: Class 8 contains 32868 members 
Mstep: Class 9 contains 144150 members 
Mstep: Class 10 contains 42569 members 
Mstep: Class 11 contains 156136 members 
Mstep: Class 13 contains 53912 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 51935 members 
Mstep: Class 18 contains 8632 members 
Mstep: Class 19 contains 110274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859384.000000 Penalty: 35598.257812
Iteration 154Q: 17 clusters Score -9.385938e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 80891 members 
Mstep: Class 3 contains 5323 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 78277 members 
Mstep: Class 7 contains 47969 members 
Mstep: Class 8 contains 33111 members 
Mstep: Class 9 contains 143396 members 
Mstep: Class 10 contains 42540 members 
Mstep: Class 11 contains 157960 members 
Mstep: Class 13 contains 53994 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52015 members 
Mstep: Class 18 contains 8634 members 
Mstep: Class 19 contains 108479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859576.000000 Penalty: 35598.257812
Iteration 155Q: 17 clusters Score -9.385958e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 80735 members 
Mstep: Class 3 contains 5333 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 78483 members 
Mstep: Class 7 contains 48042 members 
Mstep: Class 8 contains 33373 members 
Mstep: Class 9 contains 142637 members 
Mstep: Class 10 contains 42516 members 
Mstep: Class 11 contains 159759 members 
Mstep: Class 13 contains 54071 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52103 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 19 contains 106759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859888.000000 Penalty: 35598.257812
Iteration 156Q: 17 clusters Score -9.385989e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 80566 members 
Mstep: Class 3 contains 5334 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 78657 members 
Mstep: Class 7 contains 48091 members 
Mstep: Class 8 contains 33654 members 
Mstep: Class 9 contains 141904 members 
Mstep: Class 10 contains 42497 members 
Mstep: Class 11 contains 161614 members 
Mstep: Class 13 contains 54132 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52168 members 
Mstep: Class 18 contains 8603 members 
Mstep: Class 19 contains 105089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860576.000000 Penalty: 35598.257812
Iteration 157Q: 17 clusters Score -9.386058e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 80368 members 
Mstep: Class 3 contains 5337 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 78841 members 
Mstep: Class 7 contains 48111 members 
Mstep: Class 8 contains 33943 members 
Mstep: Class 9 contains 141143 members 
Mstep: Class 10 contains 42467 members 
Mstep: Class 11 contains 163523 members 
Mstep: Class 13 contains 54158 members 
Mstep: Class 14 contains 3123 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 52217 members 
Mstep: Class 18 contains 8570 members 
Mstep: Class 19 contains 103514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860616.000000 Penalty: 35598.257812
Iteration 158Q: 17 clusters Score -9.386062e+07 nChanged 4305
Entering ConstructFrom: 
Score: -93860616.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (67299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Entering Unmasked Estep 
Score: -7363139.000000 Penalty: 1806.496338
	Iteration 0F: 2 clusters Score -7363139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -7317976.000000 Penalty: 3612.992676
	Iteration 0F: 3 clusters Score -7317976 nChanged 31792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -7336155.000000 Penalty: 3612.992676
	Iteration 1F: 3 clusters Score -7336155 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -7336578.000000 Penalty: 3612.992676
	Iteration 2Q: 3 clusters Score -7336578 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -7336966.500000 Penalty: 3612.992676
	Iteration 3Q: 3 clusters Score -7336966 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -7337392.500000 Penalty: 3612.992676
	Iteration 4Q: 3 clusters Score -7337392 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -7337995.000000 Penalty: 3612.992676
	Iteration 5Q: 3 clusters Score -7337995 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -7338826.500000 Penalty: 3612.992676
	Iteration 6Q: 3 clusters Score -7338826 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -7340107.500000 Penalty: 3612.992676
	Iteration 7Q: 3 clusters Score -7340108 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -7342122.500000 Penalty: 3612.992676
	Iteration 8F: 3 clusters Score -7342122 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -7345157.000000 Penalty: 3612.992676
	Iteration 9F: 3 clusters Score -7345157 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -7349288.500000 Penalty: 3612.992676
	Iteration 10F: 3 clusters Score -7349288 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -7352966.500000 Penalty: 3612.992676
	Iteration 11F: 3 clusters Score -7352966 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -7355094.000000 Penalty: 3612.992676
	Iteration 12F: 3 clusters Score -7355094 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -7356189.500000 Penalty: 3612.992676
	Iteration 13Q: 3 clusters Score -7356190 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -7356858.500000 Penalty: 3612.992676
	Iteration 14Q: 3 clusters Score -7356858 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7357342.500000 Penalty: 3612.992676
	Iteration 15Q: 3 clusters Score -7357342 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -7357717.000000 Penalty: 3612.992676
	Iteration 16Q: 3 clusters Score -7357717 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -7358053.000000 Penalty: 3612.992676
	Iteration 17Q: 3 clusters Score -7358053 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -7358407.500000 Penalty: 3612.992676
	Iteration 18Q: 3 clusters Score -7358408 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -7358733.000000 Penalty: 3612.992676
	Iteration 19Q: 3 clusters Score -7358733 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -7358991.500000 Penalty: 3612.992676
	Iteration 20F: 3 clusters Score -7358992 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -7359283.500000 Penalty: 3612.992676
	Iteration 21Q: 3 clusters Score -7359284 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -7359495.500000 Penalty: 3612.992676
	Iteration 22Q: 3 clusters Score -7359496 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -7359704.500000 Penalty: 3612.992676
	Iteration 23Q: 3 clusters Score -7359704 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -7359964.000000 Penalty: 3612.992676
	Iteration 24Q: 3 clusters Score -7359964 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -7360194.000000 Penalty: 3612.992676
	Iteration 25Q: 3 clusters Score -7360194 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -7360396.500000 Penalty: 3612.992676
	Iteration 26Q: 3 clusters Score -7360396 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -7360583.000000 Penalty: 3612.992676
	Iteration 27Q: 3 clusters Score -7360583 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -7360745.500000 Penalty: 3612.992676
	Iteration 28Q: 3 clusters Score -7360746 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -7360926.500000 Penalty: 3612.992676
	Iteration 29Q: 3 clusters Score -7360926 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -7361075.500000 Penalty: 3612.992676
	Iteration 30Q: 3 clusters Score -7361076 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -7361185.500000 Penalty: 3612.992676
	Iteration 31Q: 3 clusters Score -7361186 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -7361292.000000 Penalty: 3612.992676
	Iteration 32Q: 3 clusters Score -7361292 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -7361319.000000 Penalty: 3612.992676
	Iteration 33Q: 3 clusters Score -7361319 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -7361411.500000 Penalty: 3612.992676
	Iteration 34Q: 3 clusters Score -7361412 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -7361460.000000 Penalty: 3612.992676
	Iteration 35Q: 3 clusters Score -7361460 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -7361514.500000 Penalty: 3612.992676
	Iteration 36Q: 3 clusters Score -7361514 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -7361574.500000 Penalty: 3612.992676
	Iteration 37Q: 3 clusters Score -7361574 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -7361601.500000 Penalty: 3612.992676
	Iteration 38Q: 3 clusters Score -7361602 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -7361643.000000 Penalty: 3612.992676
	Iteration 39Q: 3 clusters Score -7361643 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -7361663.500000 Penalty: 3612.992676
	Iteration 40F: 3 clusters Score -7361664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -7361696.000000 Penalty: 3612.992676
	Iteration 41Q: 3 clusters Score -7361696 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -7361733.500000 Penalty: 3612.992676
	Iteration 42Q: 3 clusters Score -7361734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -7361743.000000 Penalty: 3612.992676
	Iteration 43Q: 3 clusters Score -7361743 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -7361755.500000 Penalty: 3612.992676
	Iteration 44Q: 3 clusters Score -7361756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -7361766.500000 Penalty: 3612.992676
	Iteration 45Q: 3 clusters Score -7361766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -7361763.000000 Penalty: 3612.992676
	Iteration 46Q: 3 clusters Score -7361763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -7361760.000000 Penalty: 3612.992676
	Iteration 47Q: 3 clusters Score -7361760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -7361782.000000 Penalty: 3612.992676
	Iteration 48Q: 3 clusters Score -7361782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -7361806.000000 Penalty: 3612.992676
	Iteration 49Q: 3 clusters Score -7361806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -7361816.500000 Penalty: 3612.992676
	Iteration 50Q: 3 clusters Score -7361816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -7361814.000000 Penalty: 3612.992676
	Iteration 51Q: 3 clusters Score -7361814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -7361819.000000 Penalty: 3612.992676
	Iteration 52Q: 3 clusters Score -7361819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -7361832.500000 Penalty: 3612.992676
	Iteration 53Q: 3 clusters Score -7361832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -7361830.500000 Penalty: 3612.992676
	Iteration 54Q: 3 clusters Score -7361830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -7361844.500000 Penalty: 3612.992676
	Iteration 55Q: 3 clusters Score -7361844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -7361848.000000 Penalty: 3612.992676
	Iteration 56Q: 3 clusters Score -7361848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -7361867.000000 Penalty: 3612.992676
	Iteration 57Q: 3 clusters Score -7361867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -7361876.500000 Penalty: 3612.992676
	Iteration 58Q: 3 clusters Score -7361876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -7361879.500000 Penalty: 3612.992676
	Iteration 59Q: 3 clusters Score -7361880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -7361886.500000 Penalty: 3612.992676
	Iteration 60F: 3 clusters Score -7361886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -7361888.500000 Penalty: 3612.992676
	Iteration 61Q: 3 clusters Score -7361888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -7361885.500000 Penalty: 3612.992676
	Iteration 62Q: 3 clusters Score -7361886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -7361897.500000 Penalty: 3612.992676
	Iteration 63Q: 3 clusters Score -7361898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -7361907.500000 Penalty: 3612.992676
	Iteration 64Q: 3 clusters Score -7361908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -7361909.000000 Penalty: 3612.992676
	Iteration 65Q: 3 clusters Score -7361909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -7361917.000000 Penalty: 3612.992676
	Iteration 66Q: 3 clusters Score -7361917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -7361915.000000 Penalty: 3612.992676
	Iteration 67Q: 3 clusters Score -7361915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -7361919.000000 Penalty: 3612.992676
	Iteration 68Q: 3 clusters Score -7361919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -7361916.000000 Penalty: 3612.992676
	Iteration 69Q: 3 clusters Score -7361916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -7361918.000000 Penalty: 3612.992676
	Iteration 70Q: 3 clusters Score -7361918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -7361915.500000 Penalty: 3612.992676
	Iteration 71Q: 3 clusters Score -7361916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -7361907.500000 Penalty: 3612.992676
	Iteration 72Q: 3 clusters Score -7361908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -7361909.000000 Penalty: 3612.992676
	Iteration 73Q: 3 clusters Score -7361909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -7361912.000000 Penalty: 3612.992676
	Iteration 74Q: 3 clusters Score -7361912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -7361923.500000 Penalty: 3612.992676
	Iteration 75Q: 3 clusters Score -7361924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -7361920.000000 Penalty: 3612.992676
	Iteration 76Q: 3 clusters Score -7361920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -7361918.500000 Penalty: 3612.992676
	Iteration 77Q: 3 clusters Score -7361918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -7361920.000000 Penalty: 3612.992676
	Iteration 78Q: 3 clusters Score -7361920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -7361923.500000 Penalty: 3612.992676
	Iteration 79Q: 3 clusters Score -7361924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -7361927.500000 Penalty: 3612.992676
	Iteration 80F: 3 clusters Score -7361928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -7361931.500000 Penalty: 3612.992676
	Iteration 81Q: 3 clusters Score -7361932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -7361937.500000 Penalty: 3612.992676
	Iteration 82Q: 3 clusters Score -7361938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -7361937.500000 Penalty: 3612.992676
	Iteration 83F: 3 clusters Score -7361938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Entering Unmasked Estep 
Score: -8758465.000000 Penalty: 1834.818848
	Iteration 0F: 2 clusters Score -8758465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -8705071.000000 Penalty: 3669.637695
	Iteration 0F: 3 clusters Score -8705071 nChanged 38123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -8726866.000000 Penalty: 3669.637695
	Iteration 1F: 3 clusters Score -8726866 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -8727450.000000 Penalty: 3669.637695
	Iteration 2Q: 3 clusters Score -8727450 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -8728112.000000 Penalty: 3669.637695
	Iteration 3Q: 3 clusters Score -8728112 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -8728913.000000 Penalty: 3669.637695
	Iteration 4Q: 3 clusters Score -8728913 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -8730198.000000 Penalty: 3669.637695
	Iteration 5Q: 3 clusters Score -8730198 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -8731992.000000 Penalty: 3669.637695
	Iteration 6Q: 3 clusters Score -8731992 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -8734796.000000 Penalty: 3669.637695
	Iteration 7F: 3 clusters Score -8734796 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -8738817.000000 Penalty: 3669.637695
	Iteration 8F: 3 clusters Score -8738817 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -8743241.000000 Penalty: 3669.637695
	Iteration 9F: 3 clusters Score -8743241 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -8745977.000000 Penalty: 3669.637695
	Iteration 10F: 3 clusters Score -8745977 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -8747111.000000 Penalty: 3669.637695
	Iteration 11Q: 3 clusters Score -8747111 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -8747622.000000 Penalty: 3669.637695
	Iteration 12Q: 3 clusters Score -8747622 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -8747970.000000 Penalty: 3669.637695
	Iteration 13Q: 3 clusters Score -8747970 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -8748376.000000 Penalty: 3669.637695
	Iteration 14Q: 3 clusters Score -8748376 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -8748716.000000 Penalty: 3669.637695
	Iteration 15Q: 3 clusters Score -8748716 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -8749071.000000 Penalty: 3669.637695
	Iteration 16Q: 3 clusters Score -8749071 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -8749373.000000 Penalty: 3669.637695
	Iteration 17Q: 3 clusters Score -8749373 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -8749692.000000 Penalty: 3669.637695
	Iteration 18Q: 3 clusters Score -8749692 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -8749978.000000 Penalty: 3669.637695
	Iteration 19Q: 3 clusters Score -8749978 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -8750258.000000 Penalty: 3669.637695
	Iteration 20F: 3 clusters Score -8750258 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -8750536.000000 Penalty: 3669.637695
	Iteration 21Q: 3 clusters Score -8750536 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -8750804.000000 Penalty: 3669.637695
	Iteration 22Q: 3 clusters Score -8750804 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -8751145.000000 Penalty: 3669.637695
	Iteration 23Q: 3 clusters Score -8751145 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -8751469.000000 Penalty: 3669.637695
	Iteration 24Q: 3 clusters Score -8751469 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -8751753.000000 Penalty: 3669.637695
	Iteration 25Q: 3 clusters Score -8751753 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -8752043.000000 Penalty: 3669.637695
	Iteration 26Q: 3 clusters Score -8752043 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -8752329.000000 Penalty: 3669.637695
	Iteration 27Q: 3 clusters Score -8752329 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -8752614.000000 Penalty: 3669.637695
	Iteration 28Q: 3 clusters Score -8752614 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -8752949.000000 Penalty: 3669.637695
	Iteration 29Q: 3 clusters Score -8752949 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -8753300.000000 Penalty: 3669.637695
	Iteration 30Q: 3 clusters Score -8753300 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -8753615.000000 Penalty: 3669.637695
	Iteration 31Q: 3 clusters Score -8753615 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -8753924.000000 Penalty: 3669.637695
	Iteration 32Q: 3 clusters Score -8753924 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -8754230.000000 Penalty: 3669.637695
	Iteration 33Q: 3 clusters Score -8754230 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -8754473.000000 Penalty: 3669.637695
	Iteration 34Q: 3 clusters Score -8754473 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -8754710.000000 Penalty: 3669.637695
	Iteration 35Q: 3 clusters Score -8754710 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -8754923.000000 Penalty: 3669.637695
	Iteration 36Q: 3 clusters Score -8754923 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -8755125.000000 Penalty: 3669.637695
	Iteration 37Q: 3 clusters Score -8755125 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -8755379.000000 Penalty: 3669.637695
	Iteration 38Q: 3 clusters Score -8755379 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -8755578.000000 Penalty: 3669.637695
	Iteration 39Q: 3 clusters Score -8755578 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -8755772.000000 Penalty: 3669.637695
	Iteration 40F: 3 clusters Score -8755772 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -8755922.000000 Penalty: 3669.637695
	Iteration 41Q: 3 clusters Score -8755922 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -8756128.000000 Penalty: 3669.637695
	Iteration 42Q: 3 clusters Score -8756128 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -8756282.000000 Penalty: 3669.637695
	Iteration 43Q: 3 clusters Score -8756282 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -8756407.000000 Penalty: 3669.637695
	Iteration 44Q: 3 clusters Score -8756407 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -8756505.000000 Penalty: 3669.637695
	Iteration 45Q: 3 clusters Score -8756505 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -8756596.000000 Penalty: 3669.637695
	Iteration 46Q: 3 clusters Score -8756596 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -8756658.000000 Penalty: 3669.637695
	Iteration 47Q: 3 clusters Score -8756658 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -8756715.000000 Penalty: 3669.637695
	Iteration 48Q: 3 clusters Score -8756715 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -8756757.000000 Penalty: 3669.637695
	Iteration 49Q: 3 clusters Score -8756757 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -8756823.000000 Penalty: 3669.637695
	Iteration 50Q: 3 clusters Score -8756823 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -8756878.000000 Penalty: 3669.637695
	Iteration 51Q: 3 clusters Score -8756878 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -8756913.000000 Penalty: 3669.637695
	Iteration 52Q: 3 clusters Score -8756913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -8756909.000000 Penalty: 3669.637695
	Iteration 53Q: 3 clusters Score -8756909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -8756912.000000 Penalty: 3669.637695
	Iteration 54Q: 3 clusters Score -8756912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -8756928.000000 Penalty: 3669.637695
	Iteration 55Q: 3 clusters Score -8756928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -8756954.000000 Penalty: 3669.637695
	Iteration 56Q: 3 clusters Score -8756954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -8756966.000000 Penalty: 3669.637695
	Iteration 57Q: 3 clusters Score -8756966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -8756979.000000 Penalty: 3669.637695
	Iteration 58Q: 3 clusters Score -8756979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -8756983.000000 Penalty: 3669.637695
	Iteration 59Q: 3 clusters Score -8756983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -8756986.000000 Penalty: 3669.637695
	Iteration 60F: 3 clusters Score -8756986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -8756986.000000 Penalty: 3669.637695
	Iteration 61Q: 3 clusters Score -8756986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -8756985.000000 Penalty: 3669.637695
	Iteration 62Q: 3 clusters Score -8756985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 78842 members 
Entering Unmasked Estep 
Score: -8756994.000000 Penalty: 3669.637695
	Iteration 63Q: 3 clusters Score -8756994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -8756991.000000 Penalty: 3669.637695
	Iteration 64Q: 3 clusters Score -8756991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -8757003.000000 Penalty: 3669.637695
	Iteration 65Q: 3 clusters Score -8757003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -8756999.000000 Penalty: 3669.637695
	Iteration 66Q: 3 clusters Score -8756999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -8757004.000000 Penalty: 3669.637695
	Iteration 67Q: 3 clusters Score -8757004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -8757028.000000 Penalty: 3669.637695
	Iteration 68Q: 3 clusters Score -8757028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -8757024.000000 Penalty: 3669.637695
	Iteration 69Q: 3 clusters Score -8757024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -8757021.000000 Penalty: 3669.637695
	Iteration 70Q: 3 clusters Score -8757021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -8757023.000000 Penalty: 3669.637695
	Iteration 71Q: 3 clusters Score -8757023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -8757030.000000 Penalty: 3669.637695
	Iteration 72Q: 3 clusters Score -8757030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -8757035.000000 Penalty: 3669.637695
	Iteration 73Q: 3 clusters Score -8757035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -8757038.000000 Penalty: 3669.637695
	Iteration 74Q: 3 clusters Score -8757038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -8757032.000000 Penalty: 3669.637695
	Iteration 75Q: 3 clusters Score -8757032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -8757033.000000 Penalty: 3669.637695
	Iteration 76Q: 3 clusters Score -8757033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -8757027.000000 Penalty: 3669.637695
	Iteration 77Q: 3 clusters Score -8757027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -8757032.000000 Penalty: 3669.637695
	Iteration 78Q: 3 clusters Score -8757032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -8757036.000000 Penalty: 3669.637695
	Iteration 79Q: 3 clusters Score -8757036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -8757036.000000 Penalty: 3669.637695
	Iteration 80F: 3 clusters Score -8757036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -8757033.000000 Penalty: 3669.637695
	Iteration 81Q: 3 clusters Score -8757033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -8757032.000000 Penalty: 3669.637695
	Iteration 82Q: 3 clusters Score -8757032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -8757031.000000 Penalty: 3669.637695
	Iteration 83Q: 3 clusters Score -8757031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -8757019.000000 Penalty: 3669.637695
	Iteration 84Q: 3 clusters Score -8757019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -8757029.000000 Penalty: 3669.637695
	Iteration 85Q: 3 clusters Score -8757029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -8757026.000000 Penalty: 3669.637695
	Iteration 86Q: 3 clusters Score -8757026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -8757032.000000 Penalty: 3669.637695
	Iteration 87Q: 3 clusters Score -8757032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -8757030.000000 Penalty: 3669.637695
	Iteration 88Q: 3 clusters Score -8757030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -8757025.000000 Penalty: 3669.637695
	Iteration 89Q: 3 clusters Score -8757025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -8757032.000000 Penalty: 3669.637695
	Iteration 90Q: 3 clusters Score -8757032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -8757021.000000 Penalty: 3669.637695
	Iteration 91Q: 3 clusters Score -8757021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -8757030.000000 Penalty: 3669.637695
	Iteration 92Q: 3 clusters Score -8757030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -8757031.000000 Penalty: 3669.637695
	Iteration 93Q: 3 clusters Score -8757031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -8757037.000000 Penalty: 3669.637695
	Iteration 94Q: 3 clusters Score -8757037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -8757041.000000 Penalty: 3669.637695
	Iteration 95Q: 3 clusters Score -8757041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -8757044.000000 Penalty: 3669.637695
	Iteration 96Q: 3 clusters Score -8757044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -8757042.000000 Penalty: 3669.637695
	Iteration 97Q: 3 clusters Score -8757042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -8757045.000000 Penalty: 3669.637695
	Iteration 98Q: 3 clusters Score -8757045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -8757044.000000 Penalty: 3669.637695
	Iteration 99Q: 3 clusters Score -8757044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -8757044.000000 Penalty: 3669.637695
	Iteration 100F: 3 clusters Score -8757044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -552216.000000 Penalty: 1394.916870
	Iteration 0F: 2 clusters Score -552216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -548026.062500 Penalty: 2789.833740
	Iteration 0F: 3 clusters Score -548026.1 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -549281.250000 Penalty: 2789.833740
	Iteration 1F: 3 clusters Score -549281.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -549573.375000 Penalty: 2789.833740
	Iteration 2F: 3 clusters Score -549573.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -549914.062500 Penalty: 2789.833740
	Iteration 3F: 3 clusters Score -549914.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -550298.312500 Penalty: 2789.833740
	Iteration 4F: 3 clusters Score -550298.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -550628.562500 Penalty: 2789.833740
	Iteration 5F: 3 clusters Score -550628.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -550882.812500 Penalty: 2789.833740
	Iteration 6F: 3 clusters Score -550882.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -551056.625000 Penalty: 2789.833740
	Iteration 7Q: 3 clusters Score -551056.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -551185.250000 Penalty: 2789.833740
	Iteration 8Q: 3 clusters Score -551185.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -551324.750000 Penalty: 2789.833740
	Iteration 9Q: 3 clusters Score -551324.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -551467.125000 Penalty: 2789.833740
	Iteration 10Q: 3 clusters Score -551467.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -551556.000000 Penalty: 2789.833740
	Iteration 11Q: 3 clusters Score -551556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -551608.375000 Penalty: 2789.833740
	Iteration 12Q: 3 clusters Score -551608.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -551642.437500 Penalty: 2789.833740
	Iteration 13Q: 3 clusters Score -551642.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -551659.750000 Penalty: 2789.833740
	Iteration 14Q: 3 clusters Score -551659.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -551670.937500 Penalty: 2789.833740
	Iteration 15Q: 3 clusters Score -551670.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -551676.562500 Penalty: 2789.833740
	Iteration 16Q: 3 clusters Score -551676.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -551681.312500 Penalty: 2789.833740
	Iteration 17Q: 3 clusters Score -551681.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -551683.250000 Penalty: 2789.833740
	Iteration 18Q: 3 clusters Score -551683.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -551683.750000 Penalty: 2789.833740
	Iteration 19Q: 3 clusters Score -551683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -551685.625000 Penalty: 2789.833740
	Iteration 20F: 3 clusters Score -551685.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -551687.562500 Penalty: 2789.833740
	Iteration 21Q: 3 clusters Score -551687.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -551689.562500 Penalty: 2789.833740
	Iteration 22Q: 3 clusters Score -551689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -551691.500000 Penalty: 2789.833740
	Iteration 23Q: 3 clusters Score -551691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -551694.000000 Penalty: 2789.833740
	Iteration 24Q: 3 clusters Score -551694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -551695.937500 Penalty: 2789.833740
	Iteration 25Q: 3 clusters Score -551695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -551697.000000 Penalty: 2789.833740
	Iteration 26Q: 3 clusters Score -551697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -551699.062500 Penalty: 2789.833740
	Iteration 27Q: 3 clusters Score -551699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -551699.500000 Penalty: 2789.833740
	Iteration 28Q: 3 clusters Score -551699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -551700.187500 Penalty: 2789.833740
	Iteration 29Q: 3 clusters Score -551700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -551700.812500 Penalty: 2789.833740
	Iteration 30Q: 3 clusters Score -551700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -551699.937500 Penalty: 2789.833740
	Iteration 31Q: 3 clusters Score -551699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -551701.562500 Penalty: 2789.833740
	Iteration 32Q: 3 clusters Score -551701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -551702.062500 Penalty: 2789.833740
	Iteration 33Q: 3 clusters Score -551702.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -551702.062500 Penalty: 2789.833740
	Iteration 34F: 3 clusters Score -551702.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -65914.734375 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -65914.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64702.937500 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -64702.94 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64865.167969 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -64865.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64916.589844 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -64916.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64946.386719 Penalty: 2099.977051
	Iteration 3Q: 3 clusters Score -64946.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64967.710938 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -64967.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64978.332031 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -64978.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64986.429688 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -64986.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64995.500000 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -64995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65005.578125 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -65005.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65006.484375 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -65006.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65007.347656 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -65007.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65007.898438 Penalty: 2099.977051
	Iteration 11Q: 3 clusters Score -65007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65007.898438 Penalty: 2099.977051
	Iteration 12F: 3 clusters Score -65007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Entering Unmasked Estep 
Score: -8630169.000000 Penalty: 1832.627686
	Iteration 0F: 2 clusters Score -8630169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -8577335.000000 Penalty: 3665.255371
	Iteration 0F: 3 clusters Score -8577335 nChanged 37629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8599142.000000 Penalty: 3665.255371
	Iteration 1F: 3 clusters Score -8599142 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -8600152.000000 Penalty: 3665.255371
	Iteration 2Q: 3 clusters Score -8600152 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -8601503.000000 Penalty: 3665.255371
	Iteration 3Q: 3 clusters Score -8601503 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -8603546.000000 Penalty: 3665.255371
	Iteration 4Q: 3 clusters Score -8603546 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -8606471.000000 Penalty: 3665.255371
	Iteration 5F: 3 clusters Score -8606471 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -8610252.000000 Penalty: 3665.255371
	Iteration 6F: 3 clusters Score -8610252 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -8614823.000000 Penalty: 3665.255371
	Iteration 7F: 3 clusters Score -8614823 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -8619517.000000 Penalty: 3665.255371
	Iteration 8F: 3 clusters Score -8619517 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -8623306.000000 Penalty: 3665.255371
	Iteration 9F: 3 clusters Score -8623306 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -8625927.000000 Penalty: 3665.255371
	Iteration 10Q: 3 clusters Score -8625927 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -8627268.000000 Penalty: 3665.255371
	Iteration 11Q: 3 clusters Score -8627268 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -8627865.000000 Penalty: 3665.255371
	Iteration 12Q: 3 clusters Score -8627865 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -8628124.000000 Penalty: 3665.255371
	Iteration 13Q: 3 clusters Score -8628124 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -8628282.000000 Penalty: 3665.255371
	Iteration 14Q: 3 clusters Score -8628282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -8628376.000000 Penalty: 3665.255371
	Iteration 15Q: 3 clusters Score -8628376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -8628445.000000 Penalty: 3665.255371
	Iteration 16Q: 3 clusters Score -8628445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -8628480.000000 Penalty: 3665.255371
	Iteration 17Q: 3 clusters Score -8628480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -8628521.000000 Penalty: 3665.255371
	Iteration 18Q: 3 clusters Score -8628521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -8628548.000000 Penalty: 3665.255371
	Iteration 19Q: 3 clusters Score -8628548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -8628558.000000 Penalty: 3665.255371
	Iteration 20F: 3 clusters Score -8628558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -8628561.000000 Penalty: 3665.255371
	Iteration 21Q: 3 clusters Score -8628561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -8628552.000000 Penalty: 3665.255371
	Iteration 22Q: 3 clusters Score -8628552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -8628560.000000 Penalty: 3665.255371
	Iteration 23Q: 3 clusters Score -8628560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -8628560.000000 Penalty: 3665.255371
	Iteration 24F: 3 clusters Score -8628560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Entering Unmasked Estep 
Score: -5263209.000000 Penalty: 1751.948975
	Iteration 0F: 2 clusters Score -5263209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -5231135.500000 Penalty: 3503.897949
	Iteration 0F: 3 clusters Score -5231136 nChanged 22616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -5243850.500000 Penalty: 3503.897949
	Iteration 1F: 3 clusters Score -5243850 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5244302.000000 Penalty: 3503.897949
	Iteration 2Q: 3 clusters Score -5244302 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5244680.000000 Penalty: 3503.897949
	Iteration 3Q: 3 clusters Score -5244680 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -5245123.000000 Penalty: 3503.897949
	Iteration 4Q: 3 clusters Score -5245123 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -5245688.000000 Penalty: 3503.897949
	Iteration 5Q: 3 clusters Score -5245688 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -5246476.000000 Penalty: 3503.897949
	Iteration 6Q: 3 clusters Score -5246476 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -5247619.000000 Penalty: 3503.897949
	Iteration 7Q: 3 clusters Score -5247619 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -5249368.000000 Penalty: 3503.897949
	Iteration 8F: 3 clusters Score -5249368 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -5251792.500000 Penalty: 3503.897949
	Iteration 9F: 3 clusters Score -5251792 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5254399.500000 Penalty: 3503.897949
	Iteration 10F: 3 clusters Score -5254400 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -5256135.000000 Penalty: 3503.897949
	Iteration 11F: 3 clusters Score -5256135 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -5256903.000000 Penalty: 3503.897949
	Iteration 12Q: 3 clusters Score -5256903 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -5257326.000000 Penalty: 3503.897949
	Iteration 13Q: 3 clusters Score -5257326 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -5257602.500000 Penalty: 3503.897949
	Iteration 14Q: 3 clusters Score -5257602 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -5257845.000000 Penalty: 3503.897949
	Iteration 15Q: 3 clusters Score -5257845 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -5258090.000000 Penalty: 3503.897949
	Iteration 16Q: 3 clusters Score -5258090 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -5258300.000000 Penalty: 3503.897949
	Iteration 17Q: 3 clusters Score -5258300 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -5258483.500000 Penalty: 3503.897949
	Iteration 18Q: 3 clusters Score -5258484 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -5258692.000000 Penalty: 3503.897949
	Iteration 19Q: 3 clusters Score -5258692 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5258885.000000 Penalty: 3503.897949
	Iteration 20F: 3 clusters Score -5258885 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -5259061.000000 Penalty: 3503.897949
	Iteration 21Q: 3 clusters Score -5259061 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5259247.500000 Penalty: 3503.897949
	Iteration 22Q: 3 clusters Score -5259248 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -5259448.000000 Penalty: 3503.897949
	Iteration 23Q: 3 clusters Score -5259448 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -5259625.500000 Penalty: 3503.897949
	Iteration 24Q: 3 clusters Score -5259626 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -5259835.000000 Penalty: 3503.897949
	Iteration 25Q: 3 clusters Score -5259835 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -5260000.500000 Penalty: 3503.897949
	Iteration 26Q: 3 clusters Score -5260000 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5260166.500000 Penalty: 3503.897949
	Iteration 27Q: 3 clusters Score -5260166 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5260286.000000 Penalty: 3503.897949
	Iteration 28Q: 3 clusters Score -5260286 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5260398.500000 Penalty: 3503.897949
	Iteration 29Q: 3 clusters Score -5260398 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5260515.500000 Penalty: 3503.897949
	Iteration 30Q: 3 clusters Score -5260516 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5260588.000000 Penalty: 3503.897949
	Iteration 31Q: 3 clusters Score -5260588 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5260684.500000 Penalty: 3503.897949
	Iteration 32Q: 3 clusters Score -5260684 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5260768.000000 Penalty: 3503.897949
	Iteration 33Q: 3 clusters Score -5260768 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5260858.500000 Penalty: 3503.897949
	Iteration 34Q: 3 clusters Score -5260858 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5260934.000000 Penalty: 3503.897949
	Iteration 35Q: 3 clusters Score -5260934 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5261021.500000 Penalty: 3503.897949
	Iteration 36Q: 3 clusters Score -5261022 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5261134.500000 Penalty: 3503.897949
	Iteration 37Q: 3 clusters Score -5261134 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5261205.000000 Penalty: 3503.897949
	Iteration 38Q: 3 clusters Score -5261205 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5261261.000000 Penalty: 3503.897949
	Iteration 39Q: 3 clusters Score -5261261 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5261322.000000 Penalty: 3503.897949
	Iteration 40F: 3 clusters Score -5261322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5261352.000000 Penalty: 3503.897949
	Iteration 41Q: 3 clusters Score -5261352 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5261398.500000 Penalty: 3503.897949
	Iteration 42Q: 3 clusters Score -5261398 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5261456.500000 Penalty: 3503.897949
	Iteration 43Q: 3 clusters Score -5261456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5261506.000000 Penalty: 3503.897949
	Iteration 44Q: 3 clusters Score -5261506 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5261543.000000 Penalty: 3503.897949
	Iteration 45Q: 3 clusters Score -5261543 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5261569.500000 Penalty: 3503.897949
	Iteration 46Q: 3 clusters Score -5261570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5261585.500000 Penalty: 3503.897949
	Iteration 47Q: 3 clusters Score -5261586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5261623.500000 Penalty: 3503.897949
	Iteration 48Q: 3 clusters Score -5261624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5261663.000000 Penalty: 3503.897949
	Iteration 49Q: 3 clusters Score -5261663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5261683.000000 Penalty: 3503.897949
	Iteration 50Q: 3 clusters Score -5261683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5261703.000000 Penalty: 3503.897949
	Iteration 51Q: 3 clusters Score -5261703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5261709.500000 Penalty: 3503.897949
	Iteration 52Q: 3 clusters Score -5261710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5261739.500000 Penalty: 3503.897949
	Iteration 53Q: 3 clusters Score -5261740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5261751.000000 Penalty: 3503.897949
	Iteration 54Q: 3 clusters Score -5261751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5261773.000000 Penalty: 3503.897949
	Iteration 55Q: 3 clusters Score -5261773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5261792.000000 Penalty: 3503.897949
	Iteration 56Q: 3 clusters Score -5261792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5261804.000000 Penalty: 3503.897949
	Iteration 57Q: 3 clusters Score -5261804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5261815.500000 Penalty: 3503.897949
	Iteration 58Q: 3 clusters Score -5261816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5261823.500000 Penalty: 3503.897949
	Iteration 59Q: 3 clusters Score -5261824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5261841.000000 Penalty: 3503.897949
	Iteration 60F: 3 clusters Score -5261841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5261835.000000 Penalty: 3503.897949
	Iteration 61Q: 3 clusters Score -5261835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5261840.000000 Penalty: 3503.897949
	Iteration 62Q: 3 clusters Score -5261840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5261840.500000 Penalty: 3503.897949
	Iteration 63Q: 3 clusters Score -5261840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5261847.500000 Penalty: 3503.897949
	Iteration 64Q: 3 clusters Score -5261848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5261848.000000 Penalty: 3503.897949
	Iteration 65Q: 3 clusters Score -5261848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5261849.500000 Penalty: 3503.897949
	Iteration 66Q: 3 clusters Score -5261850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5261846.000000 Penalty: 3503.897949
	Iteration 67Q: 3 clusters Score -5261846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5261849.500000 Penalty: 3503.897949
	Iteration 68Q: 3 clusters Score -5261850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5261849.500000 Penalty: 3503.897949
	Iteration 69F: 3 clusters Score -5261850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Entering Unmasked Estep 
Score: -3625073.750000 Penalty: 1696.596680
	Iteration 0F: 2 clusters Score -3625074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3601986.250000 Penalty: 3393.193359
	Iteration 0F: 3 clusters Score -3601986 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3610649.250000 Penalty: 3393.193359
	Iteration 1F: 3 clusters Score -3610649 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3611049.250000 Penalty: 3393.193359
	Iteration 2Q: 3 clusters Score -3611049 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3611511.250000 Penalty: 3393.193359
	Iteration 3Q: 3 clusters Score -3611511 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3612128.250000 Penalty: 3393.193359
	Iteration 4Q: 3 clusters Score -3612128 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3613061.000000 Penalty: 3393.193359
	Iteration 5F: 3 clusters Score -3613061 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3614609.750000 Penalty: 3393.193359
	Iteration 6F: 3 clusters Score -3614610 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3616774.500000 Penalty: 3393.193359
	Iteration 7F: 3 clusters Score -3616774 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3619275.750000 Penalty: 3393.193359
	Iteration 8F: 3 clusters Score -3619276 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -3621272.750000 Penalty: 3393.193359
	Iteration 9F: 3 clusters Score -3621273 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -3622501.500000 Penalty: 3393.193359
	Iteration 10Q: 3 clusters Score -3622502 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -3623046.000000 Penalty: 3393.193359
	Iteration 11Q: 3 clusters Score -3623046 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3623304.500000 Penalty: 3393.193359
	Iteration 12Q: 3 clusters Score -3623304 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3623454.500000 Penalty: 3393.193359
	Iteration 13Q: 3 clusters Score -3623454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -3623497.750000 Penalty: 3393.193359
	Iteration 14Q: 3 clusters Score -3623498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3623528.250000 Penalty: 3393.193359
	Iteration 15Q: 3 clusters Score -3623528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -3623546.000000 Penalty: 3393.193359
	Iteration 16Q: 3 clusters Score -3623546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -3623557.250000 Penalty: 3393.193359
	Iteration 17Q: 3 clusters Score -3623557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -3623562.250000 Penalty: 3393.193359
	Iteration 18Q: 3 clusters Score -3623562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -3623560.750000 Penalty: 3393.193359
	Iteration 19Q: 3 clusters Score -3623561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -3623562.500000 Penalty: 3393.193359
	Iteration 20F: 3 clusters Score -3623562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -3623568.750000 Penalty: 3393.193359
	Iteration 21Q: 3 clusters Score -3623569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -3623566.250000 Penalty: 3393.193359
	Iteration 22Q: 3 clusters Score -3623566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -3623566.250000 Penalty: 3393.193359
	Iteration 23F: 3 clusters Score -3623566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (140356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140356 members 
Entering Unmasked Estep 
Score: -15220353.000000 Penalty: 1925.939819
	Iteration 0F: 2 clusters Score -1.522035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -15126194.000000 Penalty: 3851.879639
	Iteration 0F: 3 clusters Score -1.512619e+07 nChanged 67691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -15166030.000000 Penalty: 3851.879639
	Iteration 1F: 3 clusters Score -1.516603e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -15167079.000000 Penalty: 3851.879639
	Iteration 2Q: 3 clusters Score -1.516708e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -15168386.000000 Penalty: 3851.879639
	Iteration 3Q: 3 clusters Score -1.516839e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -15170309.000000 Penalty: 3851.879639
	Iteration 4Q: 3 clusters Score -1.517031e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -15172857.000000 Penalty: 3851.879639
	Iteration 5Q: 3 clusters Score -1.517286e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -15176540.000000 Penalty: 3851.879639
	Iteration 6Q: 3 clusters Score -1.517654e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -15181037.000000 Penalty: 3851.879639
	Iteration 7F: 3 clusters Score -1.518104e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -15186379.000000 Penalty: 3851.879639
	Iteration 8F: 3 clusters Score -1.518638e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -15192766.000000 Penalty: 3851.879639
	Iteration 9F: 3 clusters Score -1.519277e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -15197963.000000 Penalty: 3851.879639
	Iteration 10F: 3 clusters Score -1.519796e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -15200852.000000 Penalty: 3851.879639
	Iteration 11Q: 3 clusters Score -1.520085e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74590 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -15201836.000000 Penalty: 3851.879639
	Iteration 12Q: 3 clusters Score -1.520184e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -15202430.000000 Penalty: 3851.879639
	Iteration 13Q: 3 clusters Score -1.520243e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -15202707.000000 Penalty: 3851.879639
	Iteration 14Q: 3 clusters Score -1.520271e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -15203039.000000 Penalty: 3851.879639
	Iteration 15Q: 3 clusters Score -1.520304e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -15203389.000000 Penalty: 3851.879639
	Iteration 16Q: 3 clusters Score -1.520339e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -15203682.000000 Penalty: 3851.879639
	Iteration 17Q: 3 clusters Score -1.520368e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -15204051.000000 Penalty: 3851.879639
	Iteration 18Q: 3 clusters Score -1.520405e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -15204338.000000 Penalty: 3851.879639
	Iteration 19Q: 3 clusters Score -1.520434e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -15204571.000000 Penalty: 3851.879639
	Iteration 20F: 3 clusters Score -1.520457e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -15204802.000000 Penalty: 3851.879639
	Iteration 21Q: 3 clusters Score -1.52048e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -15204907.000000 Penalty: 3851.879639
	Iteration 22Q: 3 clusters Score -1.520491e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -15205009.000000 Penalty: 3851.879639
	Iteration 23Q: 3 clusters Score -1.520501e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -15205074.000000 Penalty: 3851.879639
	Iteration 24Q: 3 clusters Score -1.520507e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -15205132.000000 Penalty: 3851.879639
	Iteration 25Q: 3 clusters Score -1.520513e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -15205241.000000 Penalty: 3851.879639
	Iteration 26Q: 3 clusters Score -1.520524e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -15205298.000000 Penalty: 3851.879639
	Iteration 27Q: 3 clusters Score -1.52053e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -15205350.000000 Penalty: 3851.879639
	Iteration 28Q: 3 clusters Score -1.520535e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -15205326.000000 Penalty: 3851.879639
	Iteration 29Q: 3 clusters Score -1.520533e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -15205355.000000 Penalty: 3851.879639
	Iteration 30Q: 3 clusters Score -1.520536e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -15205424.000000 Penalty: 3851.879639
	Iteration 31Q: 3 clusters Score -1.520542e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -15205383.000000 Penalty: 3851.879639
	Iteration 32Q: 3 clusters Score -1.520538e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -15205411.000000 Penalty: 3851.879639
	Iteration 33Q: 3 clusters Score -1.520541e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -15205436.000000 Penalty: 3851.879639
	Iteration 34Q: 3 clusters Score -1.520544e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -15205445.000000 Penalty: 3851.879639
	Iteration 35Q: 3 clusters Score -1.520544e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -15205406.000000 Penalty: 3851.879639
	Iteration 36Q: 3 clusters Score -1.520541e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -15205441.000000 Penalty: 3851.879639
	Iteration 37Q: 3 clusters Score -1.520544e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -15205444.000000 Penalty: 3851.879639
	Iteration 38Q: 3 clusters Score -1.520544e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -15205431.000000 Penalty: 3851.879639
	Iteration 39Q: 3 clusters Score -1.520543e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -15205411.000000 Penalty: 3851.879639
	Iteration 40F: 3 clusters Score -1.520541e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -15205393.000000 Penalty: 3851.879639
	Iteration 41Q: 3 clusters Score -1.520539e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -15205372.000000 Penalty: 3851.879639
	Iteration 42Q: 3 clusters Score -1.520537e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -15205417.000000 Penalty: 3851.879639
	Iteration 43Q: 3 clusters Score -1.520542e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -15205421.000000 Penalty: 3851.879639
	Iteration 44Q: 3 clusters Score -1.520542e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -15205430.000000 Penalty: 3851.879639
	Iteration 45Q: 3 clusters Score -1.520543e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -15205438.000000 Penalty: 3851.879639
	Iteration 46Q: 3 clusters Score -1.520544e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
Score: -15205444.000000 Penalty: 3851.879639
	Iteration 47Q: 3 clusters Score -1.520544e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -15205459.000000 Penalty: 3851.879639
	Iteration 48Q: 3 clusters Score -1.520546e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -15205484.000000 Penalty: 3851.879639
	Iteration 49Q: 3 clusters Score -1.520548e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -15205512.000000 Penalty: 3851.879639
	Iteration 50Q: 3 clusters Score -1.520551e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -15205489.000000 Penalty: 3851.879639
	Iteration 51Q: 3 clusters Score -1.520549e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -15205475.000000 Penalty: 3851.879639
	Iteration 52Q: 3 clusters Score -1.520548e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -15205459.000000 Penalty: 3851.879639
	Iteration 53Q: 3 clusters Score -1.520546e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -15205497.000000 Penalty: 3851.879639
	Iteration 54Q: 3 clusters Score -1.52055e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 73048 members 
Entering Unmasked Estep 
Score: -15205474.000000 Penalty: 3851.879639
	Iteration 55Q: 3 clusters Score -1.520547e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -15205471.000000 Penalty: 3851.879639
	Iteration 56Q: 3 clusters Score -1.520547e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -15205514.000000 Penalty: 3851.879639
	Iteration 57Q: 3 clusters Score -1.520551e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -15205508.000000 Penalty: 3851.879639
	Iteration 58Q: 3 clusters Score -1.520551e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -15205523.000000 Penalty: 3851.879639
	Iteration 59Q: 3 clusters Score -1.520552e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -15205509.000000 Penalty: 3851.879639
	Iteration 60F: 3 clusters Score -1.520551e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -15205502.000000 Penalty: 3851.879639
	Iteration 61Q: 3 clusters Score -1.52055e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -15205521.000000 Penalty: 3851.879639
	Iteration 62Q: 3 clusters Score -1.520552e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -15205516.000000 Penalty: 3851.879639
	Iteration 63Q: 3 clusters Score -1.520552e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -15205518.000000 Penalty: 3851.879639
	Iteration 64Q: 3 clusters Score -1.520552e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -15205509.000000 Penalty: 3851.879639
	Iteration 65Q: 3 clusters Score -1.520551e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -15205520.000000 Penalty: 3851.879639
	Iteration 66Q: 3 clusters Score -1.520552e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -15205509.000000 Penalty: 3851.879639
	Iteration 67Q: 3 clusters Score -1.520551e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -15205477.000000 Penalty: 3851.879639
	Iteration 68Q: 3 clusters Score -1.520548e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -15205484.000000 Penalty: 3851.879639
	Iteration 69Q: 3 clusters Score -1.520548e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -15205487.000000 Penalty: 3851.879639
	Iteration 70Q: 3 clusters Score -1.520549e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64964 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -15205490.000000 Penalty: 3851.879639
	Iteration 71Q: 3 clusters Score -1.520549e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -15205509.000000 Penalty: 3851.879639
	Iteration 72Q: 3 clusters Score -1.520551e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -15205514.000000 Penalty: 3851.879639
	Iteration 73Q: 3 clusters Score -1.520551e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -15205489.000000 Penalty: 3851.879639
	Iteration 74Q: 3 clusters Score -1.520549e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -15205491.000000 Penalty: 3851.879639
	Iteration 75Q: 3 clusters Score -1.520549e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -15205518.000000 Penalty: 3851.879639
	Iteration 76Q: 3 clusters Score -1.520552e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -15205519.000000 Penalty: 3851.879639
	Iteration 77Q: 3 clusters Score -1.520552e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -15205521.000000 Penalty: 3851.879639
	Iteration 78Q: 3 clusters Score -1.520552e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -15205509.000000 Penalty: 3851.879639
	Iteration 79Q: 3 clusters Score -1.520551e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -15205541.000000 Penalty: 3851.879639
	Iteration 80F: 3 clusters Score -1.520554e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -15205564.000000 Penalty: 3851.879639
	Iteration 81Q: 3 clusters Score -1.520556e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -15205560.000000 Penalty: 3851.879639
	Iteration 82Q: 3 clusters Score -1.520556e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -15205564.000000 Penalty: 3851.879639
	Iteration 83Q: 3 clusters Score -1.520556e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -15205570.000000 Penalty: 3851.879639
	Iteration 84Q: 3 clusters Score -1.520557e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -15205619.000000 Penalty: 3851.879639
	Iteration 85Q: 3 clusters Score -1.520562e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -15205678.000000 Penalty: 3851.879639
	Iteration 86Q: 3 clusters Score -1.520568e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -15205668.000000 Penalty: 3851.879639
	Iteration 87Q: 3 clusters Score -1.520567e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -15205685.000000 Penalty: 3851.879639
	Iteration 88Q: 3 clusters Score -1.520568e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -15205734.000000 Penalty: 3851.879639
	Iteration 89Q: 3 clusters Score -1.520573e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -15205752.000000 Penalty: 3851.879639
	Iteration 90Q: 3 clusters Score -1.520575e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -15205766.000000 Penalty: 3851.879639
	Iteration 91Q: 3 clusters Score -1.520577e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -15205811.000000 Penalty: 3851.879639
	Iteration 92Q: 3 clusters Score -1.520581e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -15205830.000000 Penalty: 3851.879639
	Iteration 93Q: 3 clusters Score -1.520583e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -15205863.000000 Penalty: 3851.879639
	Iteration 94Q: 3 clusters Score -1.520586e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -15205902.000000 Penalty: 3851.879639
	Iteration 95Q: 3 clusters Score -1.52059e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -15205968.000000 Penalty: 3851.879639
	Iteration 96Q: 3 clusters Score -1.520597e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 84160 members 
Entering Unmasked Estep 
Score: -15205990.000000 Penalty: 3851.879639
	Iteration 97Q: 3 clusters Score -1.520599e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -15206009.000000 Penalty: 3851.879639
	Iteration 98Q: 3 clusters Score -1.520601e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -15206052.000000 Penalty: 3851.879639
	Iteration 99Q: 3 clusters Score -1.520605e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -15206106.000000 Penalty: 3851.879639
	Iteration 100F: 3 clusters Score -1.520611e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -15206146.000000 Penalty: 3851.879639
	Iteration 101Q: 3 clusters Score -1.520615e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -15206182.000000 Penalty: 3851.879639
	Iteration 102Q: 3 clusters Score -1.520618e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -15206224.000000 Penalty: 3851.879639
	Iteration 103Q: 3 clusters Score -1.520622e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 88412 members 
Entering Unmasked Estep 
Score: -15206224.000000 Penalty: 3851.879639
	Iteration 104Q: 3 clusters Score -1.520622e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -15206277.000000 Penalty: 3851.879639
	Iteration 105Q: 3 clusters Score -1.520628e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -15206347.000000 Penalty: 3851.879639
	Iteration 106Q: 3 clusters Score -1.520635e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -15206484.000000 Penalty: 3851.879639
	Iteration 107Q: 3 clusters Score -1.520648e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -15206621.000000 Penalty: 3851.879639
	Iteration 108Q: 3 clusters Score -1.520662e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -15206761.000000 Penalty: 3851.879639
	Iteration 109Q: 3 clusters Score -1.520676e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -15206886.000000 Penalty: 3851.879639
	Iteration 110Q: 3 clusters Score -1.520689e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -15206928.000000 Penalty: 3851.879639
	Iteration 111Q: 3 clusters Score -1.520693e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -15207153.000000 Penalty: 3851.879639
	Iteration 112Q: 3 clusters Score -1.520715e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -15207353.000000 Penalty: 3851.879639
	Iteration 113Q: 3 clusters Score -1.520735e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -15207469.000000 Penalty: 3851.879639
	Iteration 114Q: 3 clusters Score -1.520747e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -15207726.000000 Penalty: 3851.879639
	Iteration 115Q: 3 clusters Score -1.520773e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -15207849.000000 Penalty: 3851.879639
	Iteration 116Q: 3 clusters Score -1.520785e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -15208071.000000 Penalty: 3851.879639
	Iteration 117Q: 3 clusters Score -1.520807e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 103193 members 
Entering Unmasked Estep 
Score: -15208319.000000 Penalty: 3851.879639
	Iteration 118Q: 3 clusters Score -1.520832e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -15208593.000000 Penalty: 3851.879639
	Iteration 119Q: 3 clusters Score -1.520859e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -15208958.000000 Penalty: 3851.879639
	Iteration 120F: 3 clusters Score -1.520896e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 107261 members 
Entering Unmasked Estep 
Score: -15209159.000000 Penalty: 3851.879639
	Iteration 121Q: 3 clusters Score -1.520916e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -15209415.000000 Penalty: 3851.879639
	Iteration 122Q: 3 clusters Score -1.520942e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -15209719.000000 Penalty: 3851.879639
	Iteration 123Q: 3 clusters Score -1.520972e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 111464 members 
Entering Unmasked Estep 
Score: -15209996.000000 Penalty: 3851.879639
	Iteration 124Q: 3 clusters Score -1.521e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 113003 members 
Entering Unmasked Estep 
Score: -15210433.000000 Penalty: 3851.879639
	Iteration 125Q: 3 clusters Score -1.521043e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -15210769.000000 Penalty: 3851.879639
	Iteration 126Q: 3 clusters Score -1.521077e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 115885 members 
Entering Unmasked Estep 
Score: -15211059.000000 Penalty: 3851.879639
	Iteration 127Q: 3 clusters Score -1.521106e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -15211527.000000 Penalty: 3851.879639
	Iteration 128Q: 3 clusters Score -1.521153e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 118637 members 
Entering Unmasked Estep 
Score: -15211926.000000 Penalty: 3851.879639
	Iteration 129Q: 3 clusters Score -1.521193e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -15212181.000000 Penalty: 3851.879639
	Iteration 130Q: 3 clusters Score -1.521218e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -15212518.000000 Penalty: 3851.879639
	Iteration 131Q: 3 clusters Score -1.521252e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 122504 members 
Entering Unmasked Estep 
Score: -15212846.000000 Penalty: 3851.879639
	Iteration 132Q: 3 clusters Score -1.521285e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 123750 members 
Entering Unmasked Estep 
Score: -15213184.000000 Penalty: 3851.879639
	Iteration 133Q: 3 clusters Score -1.521318e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 125026 members 
Entering Unmasked Estep 
Score: -15213575.000000 Penalty: 3851.879639
	Iteration 134Q: 3 clusters Score -1.521358e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 126310 members 
Entering Unmasked Estep 
Score: -15214022.000000 Penalty: 3851.879639
	Iteration 135Q: 3 clusters Score -1.521402e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 127567 members 
Entering Unmasked Estep 
Score: -15214430.000000 Penalty: 3851.879639
	Iteration 136Q: 3 clusters Score -1.521443e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 128808 members 
Entering Unmasked Estep 
Score: -15214970.000000 Penalty: 3851.879639
	Iteration 137Q: 3 clusters Score -1.521497e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -15215494.000000 Penalty: 3851.879639
	Iteration 138Q: 3 clusters Score -1.521549e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 131144 members 
Entering Unmasked Estep 
Score: -15215883.000000 Penalty: 3851.879639
	Iteration 139Q: 3 clusters Score -1.521588e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 132159 members 
Entering Unmasked Estep 
Score: -15216315.000000 Penalty: 3851.879639
	Iteration 140F: 3 clusters Score -1.521632e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 133071 members 
Entering Unmasked Estep 
Score: -15216686.000000 Penalty: 3851.879639
	Iteration 141Q: 3 clusters Score -1.521669e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 133896 members 
Entering Unmasked Estep 
Score: -15217063.000000 Penalty: 3851.879639
	Iteration 142Q: 3 clusters Score -1.521706e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 134658 members 
Entering Unmasked Estep 
Score: -15217377.000000 Penalty: 3851.879639
	Iteration 143Q: 3 clusters Score -1.521738e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 135258 members 
Entering Unmasked Estep 
Score: -15217599.000000 Penalty: 3851.879639
	Iteration 144Q: 3 clusters Score -1.52176e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 135828 members 
Entering Unmasked Estep 
Score: -15217833.000000 Penalty: 3851.879639
	Iteration 145Q: 3 clusters Score -1.521783e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 136350 members 
Entering Unmasked Estep 
Score: -15217980.000000 Penalty: 3851.879639
	Iteration 146Q: 3 clusters Score -1.521798e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 136747 members 
Entering Unmasked Estep 
Score: -15218104.000000 Penalty: 3851.879639
	Iteration 147Q: 3 clusters Score -1.52181e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 137116 members 
Entering Unmasked Estep 
Score: -15218262.000000 Penalty: 3851.879639
	Iteration 148Q: 3 clusters Score -1.521826e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -15218315.000000 Penalty: 3851.879639
	Iteration 149Q: 3 clusters Score -1.521832e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 137677 members 
Entering Unmasked Estep 
Score: -15218398.000000 Penalty: 3851.879639
	Iteration 150Q: 3 clusters Score -1.52184e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 137901 members 
Entering Unmasked Estep 
Score: -15218503.000000 Penalty: 3851.879639
	Iteration 151Q: 3 clusters Score -1.52185e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 138087 members 
Entering Unmasked Estep 
Score: -15218568.000000 Penalty: 3851.879639
	Iteration 152Q: 3 clusters Score -1.521857e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 138245 members 
Entering Unmasked Estep 
Score: -15218604.000000 Penalty: 3851.879639
	Iteration 153Q: 3 clusters Score -1.52186e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 138390 members 
Entering Unmasked Estep 
Score: -15218640.000000 Penalty: 3851.879639
	Iteration 154Q: 3 clusters Score -1.521864e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 138497 members 
Entering Unmasked Estep 
Score: -15218693.000000 Penalty: 3851.879639
	Iteration 155Q: 3 clusters Score -1.521869e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 138596 members 
Entering Unmasked Estep 
Score: -15218713.000000 Penalty: 3851.879639
	Iteration 156Q: 3 clusters Score -1.521871e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 138694 members 
Entering Unmasked Estep 
Score: -15218710.000000 Penalty: 3851.879639
	Iteration 157Q: 3 clusters Score -1.521871e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 138784 members 
Entering Unmasked Estep 
Score: -15218760.000000 Penalty: 3851.879639
	Iteration 158Q: 3 clusters Score -1.521876e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 138865 members 
Entering Unmasked Estep 
Score: -15218788.000000 Penalty: 3851.879639
	Iteration 159Q: 3 clusters Score -1.521879e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 138934 members 
Entering Unmasked Estep 
Score: -15218792.000000 Penalty: 3851.879639
	Iteration 160F: 3 clusters Score -1.521879e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 138987 members 
Entering Unmasked Estep 
Score: -15218776.000000 Penalty: 3851.879639
	Iteration 161Q: 3 clusters Score -1.521878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 139022 members 
Entering Unmasked Estep 
Score: -15218784.000000 Penalty: 3851.879639
	Iteration 162Q: 3 clusters Score -1.521878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 139057 members 
Entering Unmasked Estep 
Score: -15218789.000000 Penalty: 3851.879639
	Iteration 163Q: 3 clusters Score -1.521879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 139085 members 
Entering Unmasked Estep 
Score: -15218774.000000 Penalty: 3851.879639
	Iteration 164Q: 3 clusters Score -1.521877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 139113 members 
Entering Unmasked Estep 
Score: -15218760.000000 Penalty: 3851.879639
	Iteration 165Q: 3 clusters Score -1.521876e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 139135 members 
Entering Unmasked Estep 
Score: -15218783.000000 Penalty: 3851.879639
	Iteration 166Q: 3 clusters Score -1.521878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -15218794.000000 Penalty: 3851.879639
	Iteration 167Q: 3 clusters Score -1.521879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 139174 members 
Entering Unmasked Estep 
Score: -15218813.000000 Penalty: 3851.879639
	Iteration 168Q: 3 clusters Score -1.521881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 139193 members 
Entering Unmasked Estep 
Score: -15218817.000000 Penalty: 3851.879639
	Iteration 169Q: 3 clusters Score -1.521882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -15218813.000000 Penalty: 3851.879639
	Iteration 170Q: 3 clusters Score -1.521881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 139217 members 
Entering Unmasked Estep 
Score: -15218805.000000 Penalty: 3851.879639
	Iteration 171Q: 3 clusters Score -1.52188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 139226 members 
Entering Unmasked Estep 
Score: -15218805.000000 Penalty: 3851.879639
	Iteration 172Q: 3 clusters Score -1.52188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 139235 members 
Entering Unmasked Estep 
Score: -15218813.000000 Penalty: 3851.879639
	Iteration 173Q: 3 clusters Score -1.521881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 139243 members 
Entering Unmasked Estep 
Score: -15218815.000000 Penalty: 3851.879639
	Iteration 174Q: 3 clusters Score -1.521882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 139247 members 
Entering Unmasked Estep 
Score: -15218811.000000 Penalty: 3851.879639
	Iteration 175Q: 3 clusters Score -1.521881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 139252 members 
Entering Unmasked Estep 
Score: -15218816.000000 Penalty: 3851.879639
	Iteration 176Q: 3 clusters Score -1.521882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 139257 members 
Entering Unmasked Estep 
Score: -15218808.000000 Penalty: 3851.879639
	Iteration 177Q: 3 clusters Score -1.521881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -15218799.000000 Penalty: 3851.879639
	Iteration 178Q: 3 clusters Score -1.52188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -15218799.000000 Penalty: 3851.879639
	Iteration 179F: 3 clusters Score -1.52188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Entering Unmasked Estep 
Score: -4517635.000000 Penalty: 1731.624878
	Iteration 0F: 2 clusters Score -4517635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4489287.000000 Penalty: 3463.249756
	Iteration 0F: 3 clusters Score -4489287 nChanged 19662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -4500178.000000 Penalty: 3463.249756
	Iteration 1F: 3 clusters Score -4500178 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -4500590.500000 Penalty: 3463.249756
	Iteration 2Q: 3 clusters Score -4500590 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4500991.500000 Penalty: 3463.249756
	Iteration 3Q: 3 clusters Score -4500992 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4501505.000000 Penalty: 3463.249756
	Iteration 4Q: 3 clusters Score -4501505 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4502153.500000 Penalty: 3463.249756
	Iteration 5Q: 3 clusters Score -4502154 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -4503071.000000 Penalty: 3463.249756
	Iteration 6Q: 3 clusters Score -4503071 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -4504497.000000 Penalty: 3463.249756
	Iteration 7F: 3 clusters Score -4504497 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -4506395.000000 Penalty: 3463.249756
	Iteration 8F: 3 clusters Score -4506395 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4508774.000000 Penalty: 3463.249756
	Iteration 9F: 3 clusters Score -4508774 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4511192.500000 Penalty: 3463.249756
	Iteration 10F: 3 clusters Score -4511192 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -4513240.000000 Penalty: 3463.249756
	Iteration 11F: 3 clusters Score -4513240 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -4514756.000000 Penalty: 3463.249756
	Iteration 12Q: 3 clusters Score -4514756 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -4515600.500000 Penalty: 3463.249756
	Iteration 13Q: 3 clusters Score -4515600 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -4516020.000000 Penalty: 3463.249756
	Iteration 14Q: 3 clusters Score -4516020 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -4516216.500000 Penalty: 3463.249756
	Iteration 15Q: 3 clusters Score -4516216 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -4516350.000000 Penalty: 3463.249756
	Iteration 16Q: 3 clusters Score -4516350 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -4516403.000000 Penalty: 3463.249756
	Iteration 17Q: 3 clusters Score -4516403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -4516414.500000 Penalty: 3463.249756
	Iteration 18Q: 3 clusters Score -4516414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -4516438.500000 Penalty: 3463.249756
	Iteration 19Q: 3 clusters Score -4516438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -4516435.000000 Penalty: 3463.249756
	Iteration 20F: 3 clusters Score -4516435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -4516436.500000 Penalty: 3463.249756
	Iteration 21Q: 3 clusters Score -4516436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -4516446.000000 Penalty: 3463.249756
	Iteration 22Q: 3 clusters Score -4516446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4516459.000000 Penalty: 3463.249756
	Iteration 23Q: 3 clusters Score -4516459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4516467.000000 Penalty: 3463.249756
	Iteration 24Q: 3 clusters Score -4516467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -4516471.000000 Penalty: 3463.249756
	Iteration 25Q: 3 clusters Score -4516471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -4516469.500000 Penalty: 3463.249756
	Iteration 26Q: 3 clusters Score -4516470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -4516472.500000 Penalty: 3463.249756
	Iteration 27Q: 3 clusters Score -4516472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -4516474.000000 Penalty: 3463.249756
	Iteration 28Q: 3 clusters Score -4516474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -4516476.500000 Penalty: 3463.249756
	Iteration 29Q: 3 clusters Score -4516476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -4516480.500000 Penalty: 3463.249756
	Iteration 30Q: 3 clusters Score -4516480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -4516477.500000 Penalty: 3463.249756
	Iteration 31Q: 3 clusters Score -4516478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -4516479.500000 Penalty: 3463.249756
	Iteration 32Q: 3 clusters Score -4516480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -4516479.500000 Penalty: 3463.249756
	Iteration 33F: 3 clusters Score -4516480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Entering Unmasked Estep 
Score: -17892648.000000 Penalty: 1952.676880
	Iteration 0F: 2 clusters Score -1.789265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -17781604.000000 Penalty: 3905.353760
	Iteration 0F: 3 clusters Score -1.77816e+07 nChanged 80230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -17828270.000000 Penalty: 3905.353760
	Iteration 1F: 3 clusters Score -1.782827e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -17828968.000000 Penalty: 3905.353760
	Iteration 2Q: 3 clusters Score -1.782897e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -17830026.000000 Penalty: 3905.353760
	Iteration 3Q: 3 clusters Score -1.783003e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -17832376.000000 Penalty: 3905.353760
	Iteration 4Q: 3 clusters Score -1.783238e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 107062 members 
Entering Unmasked Estep 
Score: -17836698.000000 Penalty: 3905.353760
	Iteration 5F: 3 clusters Score -1.78367e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 119658 members 
Entering Unmasked Estep 
Score: -17845564.000000 Penalty: 3905.353760
	Iteration 6F: 3 clusters Score -1.784556e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -17860098.000000 Penalty: 3905.353760
	Iteration 7F: 3 clusters Score -1.78601e+07 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 151123 members 
Entering Unmasked Estep 
Score: -17876194.000000 Penalty: 3905.353760
	Iteration 8F: 3 clusters Score -1.787619e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 160800 members 
Entering Unmasked Estep 
Score: -17886202.000000 Penalty: 3905.353760
	Iteration 9F: 3 clusters Score -1.78862e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 164255 members 
Entering Unmasked Estep 
Score: -17889714.000000 Penalty: 3905.353760
	Iteration 10Q: 3 clusters Score -1.788971e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 165067 members 
Entering Unmasked Estep 
Score: -17890530.000000 Penalty: 3905.353760
	Iteration 11Q: 3 clusters Score -1.789053e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 165226 members 
Entering Unmasked Estep 
Score: -17890768.000000 Penalty: 3905.353760
	Iteration 12Q: 3 clusters Score -1.789077e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 165252 members 
Entering Unmasked Estep 
Score: -17890846.000000 Penalty: 3905.353760
	Iteration 13Q: 3 clusters Score -1.789085e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -17890932.000000 Penalty: 3905.353760
	Iteration 14Q: 3 clusters Score -1.789093e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -17890974.000000 Penalty: 3905.353760
	Iteration 15Q: 3 clusters Score -1.789097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -17890982.000000 Penalty: 3905.353760
	Iteration 16Q: 3 clusters Score -1.789098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 165262 members 
Entering Unmasked Estep 
Score: -17890986.000000 Penalty: 3905.353760
	Iteration 17Q: 3 clusters Score -1.789099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 165262 members 
Entering Unmasked Estep 
Score: -17891000.000000 Penalty: 3905.353760
	Iteration 18Q: 3 clusters Score -1.7891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -17890996.000000 Penalty: 3905.353760
	Iteration 19Q: 3 clusters Score -1.7891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 165262 members 
Entering Unmasked Estep 
Score: -17891000.000000 Penalty: 3905.353760
	Iteration 20F: 3 clusters Score -1.7891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 165263 members 
Entering Unmasked Estep 
Score: -17891004.000000 Penalty: 3905.353760
	Iteration 21Q: 3 clusters Score -1.7891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -17891000.000000 Penalty: 3905.353760
	Iteration 22Q: 3 clusters Score -1.7891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -17890994.000000 Penalty: 3905.353760
	Iteration 23Q: 3 clusters Score -1.789099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 165266 members 
Entering Unmasked Estep 
Score: -17891006.000000 Penalty: 3905.353760
	Iteration 24Q: 3 clusters Score -1.789101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -17891036.000000 Penalty: 3905.353760
	Iteration 25Q: 3 clusters Score -1.789104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 165259 members 
Entering Unmasked Estep 
Score: -17891028.000000 Penalty: 3905.353760
	Iteration 26Q: 3 clusters Score -1.789103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 165257 members 
Entering Unmasked Estep 
Score: -17891028.000000 Penalty: 3905.353760
	Iteration 27Q: 3 clusters Score -1.789103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -17891032.000000 Penalty: 3905.353760
	Iteration 28Q: 3 clusters Score -1.789103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -17891032.000000 Penalty: 3905.353760
	Iteration 29F: 3 clusters Score -1.789103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Entering Unmasked Estep 
Score: -5942740.000000 Penalty: 1771.218994
	Iteration 0F: 2 clusters Score -5942740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5906452.500000 Penalty: 3542.437988
	Iteration 0F: 3 clusters Score -5906452 nChanged 25457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5920766.000000 Penalty: 3542.437988
	Iteration 1F: 3 clusters Score -5920766 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -5921234.000000 Penalty: 3542.437988
	Iteration 2Q: 3 clusters Score -5921234 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -5921662.500000 Penalty: 3542.437988
	Iteration 3Q: 3 clusters Score -5921662 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -5922153.500000 Penalty: 3542.437988
	Iteration 4Q: 3 clusters Score -5922154 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -5922665.500000 Penalty: 3542.437988
	Iteration 5Q: 3 clusters Score -5922666 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5923422.000000 Penalty: 3542.437988
	Iteration 6Q: 3 clusters Score -5923422 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5924615.000000 Penalty: 3542.437988
	Iteration 7Q: 3 clusters Score -5924615 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -5926335.500000 Penalty: 3542.437988
	Iteration 8F: 3 clusters Score -5926336 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -5928761.000000 Penalty: 3542.437988
	Iteration 9F: 3 clusters Score -5928761 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -5931397.500000 Penalty: 3542.437988
	Iteration 10F: 3 clusters Score -5931398 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5933422.000000 Penalty: 3542.437988
	Iteration 11F: 3 clusters Score -5933422 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5934521.000000 Penalty: 3542.437988
	Iteration 12Q: 3 clusters Score -5934521 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -5935083.000000 Penalty: 3542.437988
	Iteration 13Q: 3 clusters Score -5935083 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -5935452.000000 Penalty: 3542.437988
	Iteration 14Q: 3 clusters Score -5935452 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5935793.500000 Penalty: 3542.437988
	Iteration 15Q: 3 clusters Score -5935794 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -5936122.500000 Penalty: 3542.437988
	Iteration 16Q: 3 clusters Score -5936122 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -5936495.000000 Penalty: 3542.437988
	Iteration 17Q: 3 clusters Score -5936495 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -5936839.500000 Penalty: 3542.437988
	Iteration 18Q: 3 clusters Score -5936840 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -5937267.000000 Penalty: 3542.437988
	Iteration 19Q: 3 clusters Score -5937267 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -5937645.500000 Penalty: 3542.437988
	Iteration 20F: 3 clusters Score -5937646 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -5938007.000000 Penalty: 3542.437988
	Iteration 21Q: 3 clusters Score -5938007 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5938393.000000 Penalty: 3542.437988
	Iteration 22Q: 3 clusters Score -5938393 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -5938828.500000 Penalty: 3542.437988
	Iteration 23Q: 3 clusters Score -5938828 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -5939208.000000 Penalty: 3542.437988
	Iteration 24Q: 3 clusters Score -5939208 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5939559.000000 Penalty: 3542.437988
	Iteration 25Q: 3 clusters Score -5939559 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5939885.000000 Penalty: 3542.437988
	Iteration 26Q: 3 clusters Score -5939885 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5940154.000000 Penalty: 3542.437988
	Iteration 27Q: 3 clusters Score -5940154 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5940423.000000 Penalty: 3542.437988
	Iteration 28Q: 3 clusters Score -5940423 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5940597.500000 Penalty: 3542.437988
	Iteration 29Q: 3 clusters Score -5940598 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5940758.500000 Penalty: 3542.437988
	Iteration 30Q: 3 clusters Score -5940758 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5940864.500000 Penalty: 3542.437988
	Iteration 31Q: 3 clusters Score -5940864 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5940952.000000 Penalty: 3542.437988
	Iteration 32Q: 3 clusters Score -5940952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5941026.000000 Penalty: 3542.437988
	Iteration 33Q: 3 clusters Score -5941026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5941073.000000 Penalty: 3542.437988
	Iteration 34Q: 3 clusters Score -5941073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5941105.500000 Penalty: 3542.437988
	Iteration 35Q: 3 clusters Score -5941106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5941122.000000 Penalty: 3542.437988
	Iteration 36Q: 3 clusters Score -5941122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5941139.500000 Penalty: 3542.437988
	Iteration 37Q: 3 clusters Score -5941140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5941155.500000 Penalty: 3542.437988
	Iteration 38Q: 3 clusters Score -5941156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5941173.000000 Penalty: 3542.437988
	Iteration 39Q: 3 clusters Score -5941173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5941172.500000 Penalty: 3542.437988
	Iteration 40F: 3 clusters Score -5941172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5941186.500000 Penalty: 3542.437988
	Iteration 41Q: 3 clusters Score -5941186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5941202.500000 Penalty: 3542.437988
	Iteration 42Q: 3 clusters Score -5941202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5941205.000000 Penalty: 3542.437988
	Iteration 43Q: 3 clusters Score -5941205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5941221.000000 Penalty: 3542.437988
	Iteration 44Q: 3 clusters Score -5941221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5941234.500000 Penalty: 3542.437988
	Iteration 45Q: 3 clusters Score -5941234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5941246.000000 Penalty: 3542.437988
	Iteration 46Q: 3 clusters Score -5941246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5941260.000000 Penalty: 3542.437988
	Iteration 47Q: 3 clusters Score -5941260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5941267.500000 Penalty: 3542.437988
	Iteration 48Q: 3 clusters Score -5941268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5941270.000000 Penalty: 3542.437988
	Iteration 49Q: 3 clusters Score -5941270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5941275.000000 Penalty: 3542.437988
	Iteration 50Q: 3 clusters Score -5941275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5941276.000000 Penalty: 3542.437988
	Iteration 51Q: 3 clusters Score -5941276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5941278.500000 Penalty: 3542.437988
	Iteration 52Q: 3 clusters Score -5941278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5941279.500000 Penalty: 3542.437988
	Iteration 53Q: 3 clusters Score -5941280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5941279.000000 Penalty: 3542.437988
	Iteration 54Q: 3 clusters Score -5941279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5941283.000000 Penalty: 3542.437988
	Iteration 55Q: 3 clusters Score -5941283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5941283.000000 Penalty: 3542.437988
	Iteration 56Q: 3 clusters Score -5941283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5941286.000000 Penalty: 3542.437988
	Iteration 57Q: 3 clusters Score -5941286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5941287.000000 Penalty: 3542.437988
	Iteration 58Q: 3 clusters Score -5941287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5941286.000000 Penalty: 3542.437988
	Iteration 59Q: 3 clusters Score -5941286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5941283.500000 Penalty: 3542.437988
	Iteration 60F: 3 clusters Score -5941284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5941286.500000 Penalty: 3542.437988
	Iteration 61Q: 3 clusters Score -5941286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5941281.500000 Penalty: 3542.437988
	Iteration 62Q: 3 clusters Score -5941282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5941284.500000 Penalty: 3542.437988
	Iteration 63Q: 3 clusters Score -5941284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5941285.000000 Penalty: 3542.437988
	Iteration 64Q: 3 clusters Score -5941285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5941280.000000 Penalty: 3542.437988
	Iteration 65Q: 3 clusters Score -5941280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5941280.000000 Penalty: 3542.437988
	Iteration 66F: 3 clusters Score -5941280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -345410.656250 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -345410.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -342586.000000 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -342586 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -343288.250000 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -343288.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -343449.812500 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -343449.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -343548.625000 Penalty: 2615.024658
	Iteration 3F: 3 clusters Score -343548.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -343610.437500 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -343610.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -343655.718750 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -343655.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -343696.250000 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -343696.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -343717.531250 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -343717.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -343733.218750 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -343733.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -343753.781250 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -343753.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -343773.062500 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -343773.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -343783.750000 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -343783.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -343792.781250 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -343792.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -343802.031250 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -343802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -343807.687500 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -343807.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -343814.500000 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -343814.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -343821.437500 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -343821.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -343827.375000 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -343827.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -343834.593750 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -343834.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -343841.468750 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -343841.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -343847.937500 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -343847.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -343853.250000 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -343853.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -343857.656250 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -343857.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -343860.468750 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -343860.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -343867.125000 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -343867.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -343876.406250 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -343876.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -343885.125000 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -343885.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -343894.781250 Penalty: 2615.024658
	Iteration 27Q: 3 clusters Score -343894.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -343900.968750 Penalty: 2615.024658
	Iteration 28Q: 3 clusters Score -343901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -343905.843750 Penalty: 2615.024658
	Iteration 29Q: 3 clusters Score -343905.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -343910.875000 Penalty: 2615.024658
	Iteration 30Q: 3 clusters Score -343910.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -343919.218750 Penalty: 2615.024658
	Iteration 31Q: 3 clusters Score -343919.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -343926.656250 Penalty: 2615.024658
	Iteration 32Q: 3 clusters Score -343926.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -343937.187500 Penalty: 2615.024658
	Iteration 33Q: 3 clusters Score -343937.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -343944.343750 Penalty: 2615.024658
	Iteration 34Q: 3 clusters Score -343944.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -343949.593750 Penalty: 2615.024658
	Iteration 35Q: 3 clusters Score -343949.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -343955.281250 Penalty: 2615.024658
	Iteration 36Q: 3 clusters Score -343955.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -343960.531250 Penalty: 2615.024658
	Iteration 37Q: 3 clusters Score -343960.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -343963.593750 Penalty: 2615.024658
	Iteration 38Q: 3 clusters Score -343963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -343967.406250 Penalty: 2615.024658
	Iteration 39Q: 3 clusters Score -343967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -343971.000000 Penalty: 2615.024658
	Iteration 40F: 3 clusters Score -343971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -343973.656250 Penalty: 2615.024658
	Iteration 41Q: 3 clusters Score -343973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -343977.281250 Penalty: 2615.024658
	Iteration 42Q: 3 clusters Score -343977.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -343983.781250 Penalty: 2615.024658
	Iteration 43Q: 3 clusters Score -343983.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -343990.812500 Penalty: 2615.024658
	Iteration 44Q: 3 clusters Score -343990.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -343996.687500 Penalty: 2615.024658
	Iteration 45Q: 3 clusters Score -343996.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -344003.343750 Penalty: 2615.024658
	Iteration 46Q: 3 clusters Score -344003.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -344013.031250 Penalty: 2615.024658
	Iteration 47Q: 3 clusters Score -344013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -344022.625000 Penalty: 2615.024658
	Iteration 48Q: 3 clusters Score -344022.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -344031.812500 Penalty: 2615.024658
	Iteration 49Q: 3 clusters Score -344031.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -344041.312500 Penalty: 2615.024658
	Iteration 50Q: 3 clusters Score -344041.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -344050.187500 Penalty: 2615.024658
	Iteration 51Q: 3 clusters Score -344050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -344059.906250 Penalty: 2615.024658
	Iteration 52Q: 3 clusters Score -344059.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -344067.843750 Penalty: 2615.024658
	Iteration 53Q: 3 clusters Score -344067.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -344079.000000 Penalty: 2615.024658
	Iteration 54Q: 3 clusters Score -344079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -344090.156250 Penalty: 2615.024658
	Iteration 55Q: 3 clusters Score -344090.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -344097.093750 Penalty: 2615.024658
	Iteration 56Q: 3 clusters Score -344097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -344104.843750 Penalty: 2615.024658
	Iteration 57Q: 3 clusters Score -344104.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -344112.843750 Penalty: 2615.024658
	Iteration 58Q: 3 clusters Score -344112.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -344121.812500 Penalty: 2615.024658
	Iteration 59Q: 3 clusters Score -344121.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -344132.656250 Penalty: 2615.024658
	Iteration 60F: 3 clusters Score -344132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -344139.968750 Penalty: 2615.024658
	Iteration 61Q: 3 clusters Score -344140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -344144.500000 Penalty: 2615.024658
	Iteration 62Q: 3 clusters Score -344144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -344149.187500 Penalty: 2615.024658
	Iteration 63Q: 3 clusters Score -344149.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -344151.375000 Penalty: 2615.024658
	Iteration 64Q: 3 clusters Score -344151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -344152.656250 Penalty: 2615.024658
	Iteration 65Q: 3 clusters Score -344152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -344154.031250 Penalty: 2615.024658
	Iteration 66Q: 3 clusters Score -344154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -344153.687500 Penalty: 2615.024658
	Iteration 67Q: 3 clusters Score -344153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -344153.687500 Penalty: 2615.024658
	Iteration 68F: 3 clusters Score -344153.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -32098.632812 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -32098.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31172.792969 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -31172.79 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31332.656250 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -31332.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31397.708984 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -31397.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31451.808594 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -31451.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31482.595703 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -31482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31509.591797 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -31509.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31529.628906 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -31529.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31540.812500 Penalty: 1907.521484
	Iteration 7Q: 3 clusters Score -31540.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31542.453125 Penalty: 1907.521484
	Iteration 8Q: 3 clusters Score -31542.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31546.580078 Penalty: 1907.521484
	Iteration 9Q: 3 clusters Score -31546.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31551.732422 Penalty: 1907.521484
	Iteration 10Q: 3 clusters Score -31551.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31556.634766 Penalty: 1907.521484
	Iteration 11Q: 3 clusters Score -31556.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31556.634766 Penalty: 1907.521484
	Iteration 12F: 3 clusters Score -31556.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Entering Unmasked Estep 
Score: -5733462.500000 Penalty: 1765.419556
	Iteration 0F: 2 clusters Score -5733462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -5698464.000000 Penalty: 3530.839111
	Iteration 0F: 3 clusters Score -5698464 nChanged 24566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -5712508.000000 Penalty: 3530.839111
	Iteration 1F: 3 clusters Score -5712508 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -5713015.500000 Penalty: 3530.839111
	Iteration 2Q: 3 clusters Score -5713016 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5713663.000000 Penalty: 3530.839111
	Iteration 3Q: 3 clusters Score -5713663 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -5714555.000000 Penalty: 3530.839111
	Iteration 4Q: 3 clusters Score -5714555 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -5715746.500000 Penalty: 3530.839111
	Iteration 5Q: 3 clusters Score -5715746 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5717312.500000 Penalty: 3530.839111
	Iteration 6F: 3 clusters Score -5717312 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -5719502.500000 Penalty: 3530.839111
	Iteration 7F: 3 clusters Score -5719502 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5722183.500000 Penalty: 3530.839111
	Iteration 8F: 3 clusters Score -5722184 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -5724434.500000 Penalty: 3530.839111
	Iteration 9F: 3 clusters Score -5724434 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5725839.000000 Penalty: 3530.839111
	Iteration 10Q: 3 clusters Score -5725839 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -5726572.500000 Penalty: 3530.839111
	Iteration 11Q: 3 clusters Score -5726572 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5727046.500000 Penalty: 3530.839111
	Iteration 12Q: 3 clusters Score -5727046 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -5727460.500000 Penalty: 3530.839111
	Iteration 13Q: 3 clusters Score -5727460 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -5727806.500000 Penalty: 3530.839111
	Iteration 14Q: 3 clusters Score -5727806 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5728118.000000 Penalty: 3530.839111
	Iteration 15Q: 3 clusters Score -5728118 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -5728455.500000 Penalty: 3530.839111
	Iteration 16Q: 3 clusters Score -5728456 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -5728769.500000 Penalty: 3530.839111
	Iteration 17Q: 3 clusters Score -5728770 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -5729072.500000 Penalty: 3530.839111
	Iteration 18Q: 3 clusters Score -5729072 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -5729349.500000 Penalty: 3530.839111
	Iteration 19Q: 3 clusters Score -5729350 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -5729599.500000 Penalty: 3530.839111
	Iteration 20F: 3 clusters Score -5729600 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -5729862.500000 Penalty: 3530.839111
	Iteration 21Q: 3 clusters Score -5729862 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -5730089.000000 Penalty: 3530.839111
	Iteration 22Q: 3 clusters Score -5730089 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -5730322.000000 Penalty: 3530.839111
	Iteration 23Q: 3 clusters Score -5730322 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -5730531.500000 Penalty: 3530.839111
	Iteration 24Q: 3 clusters Score -5730532 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -5730700.000000 Penalty: 3530.839111
	Iteration 25Q: 3 clusters Score -5730700 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5730888.000000 Penalty: 3530.839111
	Iteration 26Q: 3 clusters Score -5730888 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5731050.500000 Penalty: 3530.839111
	Iteration 27Q: 3 clusters Score -5731050 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -5731194.000000 Penalty: 3530.839111
	Iteration 28Q: 3 clusters Score -5731194 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5731325.500000 Penalty: 3530.839111
	Iteration 29Q: 3 clusters Score -5731326 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5731472.000000 Penalty: 3530.839111
	Iteration 30Q: 3 clusters Score -5731472 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5731580.500000 Penalty: 3530.839111
	Iteration 31Q: 3 clusters Score -5731580 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5731659.000000 Penalty: 3530.839111
	Iteration 32Q: 3 clusters Score -5731659 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5731740.500000 Penalty: 3530.839111
	Iteration 33Q: 3 clusters Score -5731740 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5731781.500000 Penalty: 3530.839111
	Iteration 34Q: 3 clusters Score -5731782 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5731837.500000 Penalty: 3530.839111
	Iteration 35Q: 3 clusters Score -5731838 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5731869.500000 Penalty: 3530.839111
	Iteration 36Q: 3 clusters Score -5731870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5731898.500000 Penalty: 3530.839111
	Iteration 37Q: 3 clusters Score -5731898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5731912.500000 Penalty: 3530.839111
	Iteration 38Q: 3 clusters Score -5731912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5731959.500000 Penalty: 3530.839111
	Iteration 39Q: 3 clusters Score -5731960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5732001.500000 Penalty: 3530.839111
	Iteration 40F: 3 clusters Score -5732002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5732014.000000 Penalty: 3530.839111
	Iteration 41Q: 3 clusters Score -5732014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5732035.000000 Penalty: 3530.839111
	Iteration 42Q: 3 clusters Score -5732035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5732044.000000 Penalty: 3530.839111
	Iteration 43Q: 3 clusters Score -5732044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5732049.500000 Penalty: 3530.839111
	Iteration 44Q: 3 clusters Score -5732050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5732061.000000 Penalty: 3530.839111
	Iteration 45Q: 3 clusters Score -5732061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5732063.500000 Penalty: 3530.839111
	Iteration 46Q: 3 clusters Score -5732064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5732068.500000 Penalty: 3530.839111
	Iteration 47Q: 3 clusters Score -5732068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5732076.000000 Penalty: 3530.839111
	Iteration 48Q: 3 clusters Score -5732076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5732078.500000 Penalty: 3530.839111
	Iteration 49Q: 3 clusters Score -5732078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5732087.000000 Penalty: 3530.839111
	Iteration 50Q: 3 clusters Score -5732087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5732103.000000 Penalty: 3530.839111
	Iteration 51Q: 3 clusters Score -5732103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5732110.500000 Penalty: 3530.839111
	Iteration 52Q: 3 clusters Score -5732110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5732115.000000 Penalty: 3530.839111
	Iteration 53Q: 3 clusters Score -5732115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5732110.500000 Penalty: 3530.839111
	Iteration 54Q: 3 clusters Score -5732110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5732117.000000 Penalty: 3530.839111
	Iteration 55Q: 3 clusters Score -5732117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5732116.000000 Penalty: 3530.839111
	Iteration 56Q: 3 clusters Score -5732116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5732113.000000 Penalty: 3530.839111
	Iteration 57Q: 3 clusters Score -5732113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5732116.000000 Penalty: 3530.839111
	Iteration 58Q: 3 clusters Score -5732116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5732117.000000 Penalty: 3530.839111
	Iteration 59Q: 3 clusters Score -5732117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5732116.500000 Penalty: 3530.839111
	Iteration 60F: 3 clusters Score -5732116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5732119.500000 Penalty: 3530.839111
	Iteration 61Q: 3 clusters Score -5732120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5732114.500000 Penalty: 3530.839111
	Iteration 62Q: 3 clusters Score -5732114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5732116.500000 Penalty: 3530.839111
	Iteration 63Q: 3 clusters Score -5732116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5732126.500000 Penalty: 3530.839111
	Iteration 64Q: 3 clusters Score -5732126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5732131.500000 Penalty: 3530.839111
	Iteration 65Q: 3 clusters Score -5732132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5732131.500000 Penalty: 3530.839111
	Iteration 66Q: 3 clusters Score -5732132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5732129.500000 Penalty: 3530.839111
	Iteration 67Q: 3 clusters Score -5732130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5732135.000000 Penalty: 3530.839111
	Iteration 68Q: 3 clusters Score -5732135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5732136.500000 Penalty: 3530.839111
	Iteration 69Q: 3 clusters Score -5732136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5732135.500000 Penalty: 3530.839111
	Iteration 70Q: 3 clusters Score -5732136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5732139.000000 Penalty: 3530.839111
	Iteration 71Q: 3 clusters Score -5732139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5732140.500000 Penalty: 3530.839111
	Iteration 72Q: 3 clusters Score -5732140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5732145.500000 Penalty: 3530.839111
	Iteration 73Q: 3 clusters Score -5732146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5732147.000000 Penalty: 3530.839111
	Iteration 74Q: 3 clusters Score -5732147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5732146.000000 Penalty: 3530.839111
	Iteration 75Q: 3 clusters Score -5732146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5732142.000000 Penalty: 3530.839111
	Iteration 76Q: 3 clusters Score -5732142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5732147.500000 Penalty: 3530.839111
	Iteration 77Q: 3 clusters Score -5732148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5732147.000000 Penalty: 3530.839111
	Iteration 78Q: 3 clusters Score -5732147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5732147.000000 Penalty: 3530.839111
	Iteration 79Q: 3 clusters Score -5732147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5732142.500000 Penalty: 3530.839111
	Iteration 80F: 3 clusters Score -5732142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Entering Unmasked Estep 
Score: -873743.500000 Penalty: 1471.205078
	Iteration 0F: 2 clusters Score -873743.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -867515.062500 Penalty: 2942.410156
	Iteration 0F: 3 clusters Score -867515.1 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -869503.375000 Penalty: 2942.410156
	Iteration 1F: 3 clusters Score -869503.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -869770.562500 Penalty: 2942.410156
	Iteration 2F: 3 clusters Score -869770.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -870022.062500 Penalty: 2942.410156
	Iteration 3F: 3 clusters Score -870022.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -870301.000000 Penalty: 2942.410156
	Iteration 4F: 3 clusters Score -870301 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -870657.250000 Penalty: 2942.410156
	Iteration 5F: 3 clusters Score -870657.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -871114.812500 Penalty: 2942.410156
	Iteration 6F: 3 clusters Score -871114.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -871696.750000 Penalty: 2942.410156
	Iteration 7F: 3 clusters Score -871696.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -872358.437500 Penalty: 2942.410156
	Iteration 8F: 3 clusters Score -872358.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -872862.562500 Penalty: 2942.410156
	Iteration 9F: 3 clusters Score -872862.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -873106.250000 Penalty: 2942.410156
	Iteration 10Q: 3 clusters Score -873106.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -873210.812500 Penalty: 2942.410156
	Iteration 11Q: 3 clusters Score -873210.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -873252.687500 Penalty: 2942.410156
	Iteration 12Q: 3 clusters Score -873252.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -873281.625000 Penalty: 2942.410156
	Iteration 13Q: 3 clusters Score -873281.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -873298.500000 Penalty: 2942.410156
	Iteration 14Q: 3 clusters Score -873298.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -873308.750000 Penalty: 2942.410156
	Iteration 15Q: 3 clusters Score -873308.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -873319.000000 Penalty: 2942.410156
	Iteration 16Q: 3 clusters Score -873319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -873325.562500 Penalty: 2942.410156
	Iteration 17Q: 3 clusters Score -873325.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -873331.062500 Penalty: 2942.410156
	Iteration 18Q: 3 clusters Score -873331.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -873338.187500 Penalty: 2942.410156
	Iteration 19Q: 3 clusters Score -873338.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -873352.375000 Penalty: 2942.410156
	Iteration 20F: 3 clusters Score -873352.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -873358.000000 Penalty: 2942.410156
	Iteration 21Q: 3 clusters Score -873358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -873368.125000 Penalty: 2942.410156
	Iteration 22Q: 3 clusters Score -873368.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -873376.375000 Penalty: 2942.410156
	Iteration 23Q: 3 clusters Score -873376.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -873380.875000 Penalty: 2942.410156
	Iteration 24Q: 3 clusters Score -873380.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -873390.750000 Penalty: 2942.410156
	Iteration 25Q: 3 clusters Score -873390.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -873398.187500 Penalty: 2942.410156
	Iteration 26Q: 3 clusters Score -873398.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -873403.562500 Penalty: 2942.410156
	Iteration 27Q: 3 clusters Score -873403.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -873408.375000 Penalty: 2942.410156
	Iteration 28Q: 3 clusters Score -873408.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -873413.937500 Penalty: 2942.410156
	Iteration 29Q: 3 clusters Score -873413.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -873422.812500 Penalty: 2942.410156
	Iteration 30Q: 3 clusters Score -873422.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -873430.062500 Penalty: 2942.410156
	Iteration 31Q: 3 clusters Score -873430.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -873436.812500 Penalty: 2942.410156
	Iteration 32Q: 3 clusters Score -873436.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -873442.187500 Penalty: 2942.410156
	Iteration 33Q: 3 clusters Score -873442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -873447.687500 Penalty: 2942.410156
	Iteration 34Q: 3 clusters Score -873447.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -873455.500000 Penalty: 2942.410156
	Iteration 35Q: 3 clusters Score -873455.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -873456.375000 Penalty: 2942.410156
	Iteration 36Q: 3 clusters Score -873456.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -873457.000000 Penalty: 2942.410156
	Iteration 37Q: 3 clusters Score -873457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -873460.875000 Penalty: 2942.410156
	Iteration 38Q: 3 clusters Score -873460.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -873462.375000 Penalty: 2942.410156
	Iteration 39Q: 3 clusters Score -873462.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -873463.750000 Penalty: 2942.410156
	Iteration 40F: 3 clusters Score -873463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -873465.000000 Penalty: 2942.410156
	Iteration 41Q: 3 clusters Score -873465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -873465.937500 Penalty: 2942.410156
	Iteration 42Q: 3 clusters Score -873465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -873466.750000 Penalty: 2942.410156
	Iteration 43Q: 3 clusters Score -873466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -873467.000000 Penalty: 2942.410156
	Iteration 44Q: 3 clusters Score -873467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -873467.750000 Penalty: 2942.410156
	Iteration 45Q: 3 clusters Score -873467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -873466.875000 Penalty: 2942.410156
	Iteration 46Q: 3 clusters Score -873466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -873468.437500 Penalty: 2942.410156
	Iteration 47Q: 3 clusters Score -873468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -873466.500000 Penalty: 2942.410156
	Iteration 48Q: 3 clusters Score -873466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -873467.000000 Penalty: 2942.410156
	Iteration 49Q: 3 clusters Score -873467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -873467.125000 Penalty: 2942.410156
	Iteration 50Q: 3 clusters Score -873467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -873469.187500 Penalty: 2942.410156
	Iteration 51Q: 3 clusters Score -873469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -873469.375000 Penalty: 2942.410156
	Iteration 52Q: 3 clusters Score -873469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -873469.500000 Penalty: 2942.410156
	Iteration 53Q: 3 clusters Score -873469.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -873470.187500 Penalty: 2942.410156
	Iteration 54Q: 3 clusters Score -873470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -873471.562500 Penalty: 2942.410156
	Iteration 55Q: 3 clusters Score -873471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -873472.437500 Penalty: 2942.410156
	Iteration 56Q: 3 clusters Score -873472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -873472.187500 Penalty: 2942.410156
	Iteration 57Q: 3 clusters Score -873472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -873472.187500 Penalty: 2942.410156
	Iteration 58F: 3 clusters Score -873472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101988 members 
Entering Unmasked Estep 
Score: -11131022.000000 Penalty: 1874.049316
	Iteration 0F: 2 clusters Score -1.113102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -11062826.000000 Penalty: 3748.098633
	Iteration 0F: 3 clusters Score -1.106283e+07 nChanged 48696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -11091466.000000 Penalty: 3748.098633
	Iteration 1F: 3 clusters Score -1.109147e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -11092574.000000 Penalty: 3748.098633
	Iteration 2Q: 3 clusters Score -1.109257e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -11094486.000000 Penalty: 3748.098633
	Iteration 3Q: 3 clusters Score -1.109449e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -11097575.000000 Penalty: 3748.098633
	Iteration 4F: 3 clusters Score -1.109758e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -11102243.000000 Penalty: 3748.098633
	Iteration 5F: 3 clusters Score -1.110224e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -11109080.000000 Penalty: 3748.098633
	Iteration 6F: 3 clusters Score -1.110908e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -11116844.000000 Penalty: 3748.098633
	Iteration 7F: 3 clusters Score -1.111684e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -11122786.000000 Penalty: 3748.098633
	Iteration 8F: 3 clusters Score -1.112279e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -11126283.000000 Penalty: 3748.098633
	Iteration 9Q: 3 clusters Score -1.112628e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99922 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11127905.000000 Penalty: 3748.098633
	Iteration 10Q: 3 clusters Score -1.11279e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11128626.000000 Penalty: 3748.098633
	Iteration 11Q: 3 clusters Score -1.112863e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11128969.000000 Penalty: 3748.098633
	Iteration 12Q: 3 clusters Score -1.112897e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11129118.000000 Penalty: 3748.098633
	Iteration 13Q: 3 clusters Score -1.112912e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11129225.000000 Penalty: 3748.098633
	Iteration 14Q: 3 clusters Score -1.112922e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101598 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11129286.000000 Penalty: 3748.098633
	Iteration 15Q: 3 clusters Score -1.112929e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -11129327.000000 Penalty: 3748.098633
	Iteration 16Q: 3 clusters Score -1.112933e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -11129343.000000 Penalty: 3748.098633
	Iteration 17Q: 3 clusters Score -1.112934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11129369.000000 Penalty: 3748.098633
	Iteration 18Q: 3 clusters Score -1.112937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11129382.000000 Penalty: 3748.098633
	Iteration 19Q: 3 clusters Score -1.112938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11129393.000000 Penalty: 3748.098633
	Iteration 20F: 3 clusters Score -1.112939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11129397.000000 Penalty: 3748.098633
	Iteration 21Q: 3 clusters Score -1.11294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11129392.000000 Penalty: 3748.098633
	Iteration 22Q: 3 clusters Score -1.112939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11129392.000000 Penalty: 3748.098633
	Iteration 23F: 3 clusters Score -1.112939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 80113 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 640 members 
Mstep: Class 5 contains 79040 members 
Mstep: Class 7 contains 48109 members 
Mstep: Class 8 contains 34221 members 
Mstep: Class 9 contains 140356 members 
Mstep: Class 10 contains 42453 members 
Mstep: Class 11 contains 165458 members 
Mstep: Class 13 contains 54166 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 52267 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 101988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860752.000000 Penalty: 35598.257812
Iteration 159Q: 17 clusters Score -9.386075e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 79834 members 
Mstep: Class 3 contains 5347 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 79186 members 
Mstep: Class 7 contains 48104 members 
Mstep: Class 8 contains 34496 members 
Mstep: Class 9 contains 139547 members 
Mstep: Class 10 contains 42428 members 
Mstep: Class 11 contains 167459 members 
Mstep: Class 13 contains 54148 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 52341 members 
Mstep: Class 18 contains 8520 members 
Mstep: Class 19 contains 100581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860872.000000 Penalty: 35598.257812
Iteration 160F: 17 clusters Score -9.386087e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 79511 members 
Mstep: Class 3 contains 5347 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 79309 members 
Mstep: Class 7 contains 48092 members 
Mstep: Class 8 contains 34728 members 
Mstep: Class 9 contains 138749 members 
Mstep: Class 10 contains 42407 members 
Mstep: Class 11 contains 169500 members 
Mstep: Class 13 contains 54117 members 
Mstep: Class 14 contains 3118 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 52398 members 
Mstep: Class 18 contains 8499 members 
Mstep: Class 19 contains 99222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861008.000000 Penalty: 35598.257812
Iteration 161Q: 17 clusters Score -9.386101e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 79192 members 
Mstep: Class 3 contains 5343 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 79422 members 
Mstep: Class 7 contains 48123 members 
Mstep: Class 8 contains 34958 members 
Mstep: Class 9 contains 137900 members 
Mstep: Class 10 contains 42376 members 
Mstep: Class 11 contains 171451 members 
Mstep: Class 13 contains 54069 members 
Mstep: Class 14 contains 3118 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52473 members 
Mstep: Class 18 contains 8475 members 
Mstep: Class 19 contains 97965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861616.000000 Penalty: 35598.257812
Iteration 162Q: 17 clusters Score -9.386162e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 78855 members 
Mstep: Class 3 contains 5341 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 79487 members 
Mstep: Class 7 contains 48164 members 
Mstep: Class 8 contains 35176 members 
Mstep: Class 9 contains 137062 members 
Mstep: Class 10 contains 42346 members 
Mstep: Class 11 contains 173388 members 
Mstep: Class 13 contains 54031 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52501 members 
Mstep: Class 18 contains 8455 members 
Mstep: Class 19 contains 96803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861376.000000 Penalty: 35598.257812
Iteration 163Q: 17 clusters Score -9.386138e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 78517 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 79482 members 
Mstep: Class 7 contains 48194 members 
Mstep: Class 8 contains 35397 members 
Mstep: Class 9 contains 136247 members 
Mstep: Class 10 contains 42325 members 
Mstep: Class 11 contains 175338 members 
Mstep: Class 13 contains 54014 members 
Mstep: Class 14 contains 3113 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52512 members 
Mstep: Class 18 contains 8431 members 
Mstep: Class 19 contains 95699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861816.000000 Penalty: 35598.257812
Iteration 164Q: 17 clusters Score -9.386182e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 78177 members 
Mstep: Class 3 contains 5323 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 79416 members 
Mstep: Class 7 contains 48198 members 
Mstep: Class 8 contains 35624 members 
Mstep: Class 9 contains 135539 members 
Mstep: Class 10 contains 42298 members 
Mstep: Class 11 contains 177202 members 
Mstep: Class 13 contains 53986 members 
Mstep: Class 14 contains 3116 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52522 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 94668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861720.000000 Penalty: 35598.257812
Iteration 165Q: 17 clusters Score -9.386172e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 77839 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 79239 members 
Mstep: Class 7 contains 48223 members 
Mstep: Class 8 contains 35833 members 
Mstep: Class 9 contains 134857 members 
Mstep: Class 10 contains 42274 members 
Mstep: Class 11 contains 179015 members 
Mstep: Class 13 contains 53959 members 
Mstep: Class 14 contains 3113 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52525 members 
Mstep: Class 18 contains 8376 members 
Mstep: Class 19 contains 93754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861656.000000 Penalty: 35598.257812
Iteration 166Q: 17 clusters Score -9.386166e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 77503 members 
Mstep: Class 3 contains 5320 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 79055 members 
Mstep: Class 7 contains 48226 members 
Mstep: Class 8 contains 36021 members 
Mstep: Class 9 contains 134205 members 
Mstep: Class 10 contains 42247 members 
Mstep: Class 11 contains 180802 members 
Mstep: Class 13 contains 53932 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52523 members 
Mstep: Class 18 contains 8361 members 
Mstep: Class 19 contains 92876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861816.000000 Penalty: 35598.257812
Iteration 167Q: 17 clusters Score -9.386182e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 77187 members 
Mstep: Class 3 contains 5318 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 78827 members 
Mstep: Class 7 contains 48212 members 
Mstep: Class 8 contains 36183 members 
Mstep: Class 9 contains 133601 members 
Mstep: Class 10 contains 42222 members 
Mstep: Class 11 contains 182473 members 
Mstep: Class 13 contains 53894 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52539 members 
Mstep: Class 18 contains 8353 members 
Mstep: Class 19 contains 92104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861800.000000 Penalty: 35598.257812
Iteration 168Q: 17 clusters Score -9.38618e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 76887 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 78572 members 
Mstep: Class 7 contains 48190 members 
Mstep: Class 8 contains 36349 members 
Mstep: Class 9 contains 133095 members 
Mstep: Class 10 contains 42206 members 
Mstep: Class 11 contains 184036 members 
Mstep: Class 13 contains 53844 members 
Mstep: Class 14 contains 3131 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52516 members 
Mstep: Class 18 contains 8346 members 
Mstep: Class 19 contains 91416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861656.000000 Penalty: 35598.257812
Iteration 169Q: 17 clusters Score -9.386166e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 76575 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 78315 members 
Mstep: Class 7 contains 48184 members 
Mstep: Class 8 contains 36485 members 
Mstep: Class 9 contains 132658 members 
Mstep: Class 10 contains 42181 members 
Mstep: Class 11 contains 185481 members 
Mstep: Class 13 contains 53821 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 52470 members 
Mstep: Class 18 contains 8331 members 
Mstep: Class 19 contains 90792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861448.000000 Penalty: 35598.257812
Iteration 170Q: 17 clusters Score -9.386145e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 76263 members 
Mstep: Class 3 contains 5301 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 78037 members 
Mstep: Class 7 contains 48176 members 
Mstep: Class 8 contains 36623 members 
Mstep: Class 9 contains 132205 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 186749 members 
Mstep: Class 13 contains 53816 members 
Mstep: Class 14 contains 3147 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 52447 members 
Mstep: Class 18 contains 8320 members 
Mstep: Class 19 contains 90280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861472.000000 Penalty: 35598.257812
Iteration 171Q: 17 clusters Score -9.386147e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 75945 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 77750 members 
Mstep: Class 7 contains 48163 members 
Mstep: Class 8 contains 36783 members 
Mstep: Class 9 contains 131804 members 
Mstep: Class 10 contains 42157 members 
Mstep: Class 11 contains 187925 members 
Mstep: Class 13 contains 53817 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 52426 members 
Mstep: Class 18 contains 8294 members 
Mstep: Class 19 contains 89816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861176.000000 Penalty: 35598.257812
Iteration 172Q: 17 clusters Score -9.386118e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 75646 members 
Mstep: Class 3 contains 5288 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 77441 members 
Mstep: Class 7 contains 48138 members 
Mstep: Class 8 contains 36923 members 
Mstep: Class 9 contains 131476 members 
Mstep: Class 10 contains 42152 members 
Mstep: Class 11 contains 188983 members 
Mstep: Class 13 contains 53802 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 52455 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 89424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93861056.000000 Penalty: 35598.257812
Iteration 173Q: 17 clusters Score -9.386106e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 75383 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 77193 members 
Mstep: Class 7 contains 48104 members 
Mstep: Class 8 contains 37039 members 
Mstep: Class 9 contains 131159 members 
Mstep: Class 10 contains 42138 members 
Mstep: Class 11 contains 189964 members 
Mstep: Class 13 contains 53800 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 52478 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 89059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860680.000000 Penalty: 35598.257812
Iteration 174Q: 17 clusters Score -9.386068e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 75104 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 76957 members 
Mstep: Class 7 contains 48096 members 
Mstep: Class 8 contains 37155 members 
Mstep: Class 9 contains 130894 members 
Mstep: Class 10 contains 42135 members 
Mstep: Class 11 contains 190814 members 
Mstep: Class 13 contains 53812 members 
Mstep: Class 14 contains 3153 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 52487 members 
Mstep: Class 18 contains 8191 members 
Mstep: Class 19 contains 88738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860544.000000 Penalty: 35598.257812
Iteration 175Q: 17 clusters Score -9.386054e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 74830 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 76738 members 
Mstep: Class 7 contains 48110 members 
Mstep: Class 8 contains 37280 members 
Mstep: Class 9 contains 130650 members 
Mstep: Class 10 contains 42122 members 
Mstep: Class 11 contains 191573 members 
Mstep: Class 13 contains 53831 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 52502 members 
Mstep: Class 18 contains 8155 members 
Mstep: Class 19 contains 88451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860640.000000 Penalty: 35598.257812
Iteration 176Q: 17 clusters Score -9.386064e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 74570 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 76544 members 
Mstep: Class 7 contains 48133 members 
Mstep: Class 8 contains 37392 members 
Mstep: Class 9 contains 130453 members 
Mstep: Class 10 contains 42118 members 
Mstep: Class 11 contains 192216 members 
Mstep: Class 13 contains 53853 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 52517 members 
Mstep: Class 18 contains 8117 members 
Mstep: Class 19 contains 88174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860416.000000 Penalty: 35598.257812
Iteration 177Q: 17 clusters Score -9.386042e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70094 members 
Mstep: Class 2 contains 74317 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 76340 members 
Mstep: Class 7 contains 48141 members 
Mstep: Class 8 contains 37519 members 
Mstep: Class 9 contains 130226 members 
Mstep: Class 10 contains 42113 members 
Mstep: Class 11 contains 192844 members 
Mstep: Class 13 contains 53862 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 52546 members 
Mstep: Class 18 contains 8059 members 
Mstep: Class 19 contains 87920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860120.000000 Penalty: 35598.257812
Iteration 178Q: 17 clusters Score -9.386012e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 74091 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 76179 members 
Mstep: Class 7 contains 48152 members 
Mstep: Class 8 contains 37639 members 
Mstep: Class 9 contains 130039 members 
Mstep: Class 10 contains 42105 members 
Mstep: Class 11 contains 193382 members 
Mstep: Class 13 contains 53864 members 
Mstep: Class 14 contains 3210 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 52549 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 87724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860120.000000 Penalty: 35598.257812
Iteration 179Q: 17 clusters Score -9.386012e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 73870 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 76019 members 
Mstep: Class 7 contains 48155 members 
Mstep: Class 8 contains 37758 members 
Mstep: Class 9 contains 129843 members 
Mstep: Class 10 contains 42098 members 
Mstep: Class 11 contains 193841 members 
Mstep: Class 13 contains 53858 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 362 members 
Mstep: Class 16 contains 52592 members 
Mstep: Class 18 contains 7918 members 
Mstep: Class 19 contains 87574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859912.000000 Penalty: 35598.257812
Iteration 180F: 17 clusters Score -9.385991e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 73664 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 75868 members 
Mstep: Class 7 contains 48170 members 
Mstep: Class 8 contains 37858 members 
Mstep: Class 9 contains 129657 members 
Mstep: Class 10 contains 42103 members 
Mstep: Class 11 contains 194217 members 
Mstep: Class 13 contains 53848 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 52628 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 87458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859760.000000 Penalty: 35598.257812
Iteration 181Q: 17 clusters Score -9.385976e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 73508 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 75727 members 
Mstep: Class 7 contains 48178 members 
Mstep: Class 8 contains 37950 members 
Mstep: Class 9 contains 129457 members 
Mstep: Class 10 contains 42103 members 
Mstep: Class 11 contains 194541 members 
Mstep: Class 13 contains 53839 members 
Mstep: Class 14 contains 3238 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 52670 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 87359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859584.000000 Penalty: 35598.257812
Iteration 182Q: 17 clusters Score -9.385958e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 73350 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 75572 members 
Mstep: Class 7 contains 48188 members 
Mstep: Class 8 contains 38039 members 
Mstep: Class 9 contains 129314 members 
Mstep: Class 10 contains 42103 members 
Mstep: Class 11 contains 194783 members 
Mstep: Class 13 contains 53852 members 
Mstep: Class 14 contains 3242 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 52712 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 19 contains 87276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859688.000000 Penalty: 35598.257812
Iteration 183Q: 17 clusters Score -9.385969e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 73196 members 
Mstep: Class 3 contains 5312 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 75424 members 
Mstep: Class 7 contains 48189 members 
Mstep: Class 8 contains 38110 members 
Mstep: Class 9 contains 129216 members 
Mstep: Class 10 contains 42112 members 
Mstep: Class 11 contains 195059 members 
Mstep: Class 13 contains 53851 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 52732 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 87209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859744.000000 Penalty: 35598.257812
Iteration 184Q: 17 clusters Score -9.385974e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 73070 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 75250 members 
Mstep: Class 7 contains 48197 members 
Mstep: Class 8 contains 38170 members 
Mstep: Class 9 contains 129109 members 
Mstep: Class 10 contains 42121 members 
Mstep: Class 11 contains 195307 members 
Mstep: Class 13 contains 53857 members 
Mstep: Class 14 contains 3248 members 
Mstep: Class 15 contains 365 members 
Mstep: Class 16 contains 52764 members 
Mstep: Class 18 contains 7675 members 
Mstep: Class 19 contains 87152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859496.000000 Penalty: 35598.257812
Iteration 185Q: 17 clusters Score -9.38595e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 72963 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 75117 members 
Mstep: Class 7 contains 48216 members 
Mstep: Class 8 contains 38221 members 
Mstep: Class 9 contains 128979 members 
Mstep: Class 10 contains 42121 members 
Mstep: Class 11 contains 195487 members 
Mstep: Class 13 contains 53869 members 
Mstep: Class 14 contains 3251 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 52797 members 
Mstep: Class 18 contains 7637 members 
Mstep: Class 19 contains 87109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859496.000000 Penalty: 35598.257812
Iteration 186Q: 17 clusters Score -9.38595e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 72843 members 
Mstep: Class 3 contains 5344 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 74981 members 
Mstep: Class 7 contains 48250 members 
Mstep: Class 8 contains 38275 members 
Mstep: Class 9 contains 128869 members 
Mstep: Class 10 contains 42117 members 
Mstep: Class 11 contains 195632 members 
Mstep: Class 13 contains 53880 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 52847 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859712.000000 Penalty: 35598.257812
Iteration 187Q: 17 clusters Score -9.385971e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 72750 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 74865 members 
Mstep: Class 7 contains 48273 members 
Mstep: Class 8 contains 38322 members 
Mstep: Class 9 contains 128807 members 
Mstep: Class 10 contains 42112 members 
Mstep: Class 11 contains 195716 members 
Mstep: Class 13 contains 53889 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 52874 members 
Mstep: Class 18 contains 7560 members 
Mstep: Class 19 contains 87045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859712.000000 Penalty: 35598.257812
Iteration 188Q: 17 clusters Score -9.385971e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 72683 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 74752 members 
Mstep: Class 7 contains 48298 members 
Mstep: Class 8 contains 38364 members 
Mstep: Class 9 contains 128758 members 
Mstep: Class 10 contains 42116 members 
Mstep: Class 11 contains 195765 members 
Mstep: Class 13 contains 53900 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 52919 members 
Mstep: Class 18 contains 7519 members 
Mstep: Class 19 contains 87024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859592.000000 Penalty: 35598.257812
Iteration 189Q: 17 clusters Score -9.385959e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 72625 members 
Mstep: Class 3 contains 5357 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 74662 members 
Mstep: Class 7 contains 48319 members 
Mstep: Class 8 contains 38422 members 
Mstep: Class 9 contains 128730 members 
Mstep: Class 10 contains 42120 members 
Mstep: Class 11 contains 195730 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 52968 members 
Mstep: Class 18 contains 7473 members 
Mstep: Class 19 contains 87002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859560.000000 Penalty: 35598.257812
Iteration 190Q: 17 clusters Score -9.385956e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 72563 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 74586 members 
Mstep: Class 7 contains 48355 members 
Mstep: Class 8 contains 38503 members 
Mstep: Class 9 contains 128695 members 
Mstep: Class 10 contains 42120 members 
Mstep: Class 11 contains 195649 members 
Mstep: Class 13 contains 53925 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 15 contains 365 members 
Mstep: Class 16 contains 53033 members 
Mstep: Class 18 contains 7416 members 
Mstep: Class 19 contains 86989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859512.000000 Penalty: 35598.257812
Iteration 191Q: 17 clusters Score -9.385951e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 72528 members 
Mstep: Class 3 contains 5381 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 74521 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 38570 members 
Mstep: Class 9 contains 128673 members 
Mstep: Class 10 contains 42119 members 
Mstep: Class 11 contains 195603 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 365 members 
Mstep: Class 16 contains 53103 members 
Mstep: Class 18 contains 7355 members 
Mstep: Class 19 contains 86947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859576.000000 Penalty: 35598.257812
Iteration 192Q: 17 clusters Score -9.385958e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 72479 members 
Mstep: Class 3 contains 5387 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 74476 members 
Mstep: Class 7 contains 48402 members 
Mstep: Class 8 contains 38634 members 
Mstep: Class 9 contains 128678 members 
Mstep: Class 10 contains 42116 members 
Mstep: Class 11 contains 195560 members 
Mstep: Class 13 contains 53950 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 53164 members 
Mstep: Class 18 contains 7300 members 
Mstep: Class 19 contains 86904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859888.000000 Penalty: 35598.257812
Iteration 193Q: 17 clusters Score -9.385989e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 72445 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 74434 members 
Mstep: Class 7 contains 48423 members 
Mstep: Class 8 contains 38710 members 
Mstep: Class 9 contains 128664 members 
Mstep: Class 10 contains 42112 members 
Mstep: Class 11 contains 195516 members 
Mstep: Class 13 contains 53964 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 370 members 
Mstep: Class 16 contains 53207 members 
Mstep: Class 18 contains 7234 members 
Mstep: Class 19 contains 86875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859800.000000 Penalty: 35598.257812
Iteration 194Q: 17 clusters Score -9.38598e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 72403 members 
Mstep: Class 3 contains 5398 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 74369 members 
Mstep: Class 7 contains 48453 members 
Mstep: Class 8 contains 38817 members 
Mstep: Class 9 contains 128638 members 
Mstep: Class 10 contains 42111 members 
Mstep: Class 11 contains 195470 members 
Mstep: Class 13 contains 53996 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 373 members 
Mstep: Class 16 contains 53241 members 
Mstep: Class 18 contains 7142 members 
Mstep: Class 19 contains 86849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859808.000000 Penalty: 35598.257812
Iteration 195Q: 17 clusters Score -9.385981e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 72362 members 
Mstep: Class 3 contains 5408 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74314 members 
Mstep: Class 7 contains 48469 members 
Mstep: Class 8 contains 38931 members 
Mstep: Class 9 contains 128618 members 
Mstep: Class 10 contains 42109 members 
Mstep: Class 11 contains 195429 members 
Mstep: Class 13 contains 54035 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 53270 members 
Mstep: Class 18 contains 7046 members 
Mstep: Class 19 contains 86827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859856.000000 Penalty: 35598.257812
Iteration 196Q: 17 clusters Score -9.385986e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 72328 members 
Mstep: Class 3 contains 5410 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74264 members 
Mstep: Class 7 contains 48486 members 
Mstep: Class 8 contains 39034 members 
Mstep: Class 9 contains 128607 members 
Mstep: Class 10 contains 42109 members 
Mstep: Class 11 contains 195375 members 
Mstep: Class 13 contains 54071 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 53294 members 
Mstep: Class 18 contains 6956 members 
Mstep: Class 19 contains 86806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859928.000000 Penalty: 35598.257812
Iteration 197Q: 17 clusters Score -9.385993e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 72295 members 
Mstep: Class 3 contains 5420 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74231 members 
Mstep: Class 7 contains 48497 members 
Mstep: Class 8 contains 39127 members 
Mstep: Class 9 contains 128617 members 
Mstep: Class 10 contains 42112 members 
Mstep: Class 11 contains 195343 members 
Mstep: Class 13 contains 54085 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 53313 members 
Mstep: Class 18 contains 6861 members 
Mstep: Class 19 contains 86773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859936.000000 Penalty: 35598.257812
Iteration 198Q: 17 clusters Score -9.385994e+07 nChanged 615
Entering ConstructFrom: 
Score: -93859936.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (72597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Entering Unmasked Estep 
Score: -7935587.000000 Penalty: 1818.810303
	Iteration 0F: 2 clusters Score -7935587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7887303.000000 Penalty: 3637.620605
	Iteration 0F: 3 clusters Score -7887303 nChanged 34208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -7906641.500000 Penalty: 3637.620605
	Iteration 1F: 3 clusters Score -7906642 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7907177.500000 Penalty: 3637.620605
	Iteration 2Q: 3 clusters Score -7907178 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -7907760.000000 Penalty: 3637.620605
	Iteration 3Q: 3 clusters Score -7907760 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -7908588.500000 Penalty: 3637.620605
	Iteration 4Q: 3 clusters Score -7908588 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -7909770.500000 Penalty: 3637.620605
	Iteration 5Q: 3 clusters Score -7909770 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -7911307.500000 Penalty: 3637.620605
	Iteration 6Q: 3 clusters Score -7911308 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -7913373.000000 Penalty: 3637.620605
	Iteration 7F: 3 clusters Score -7913373 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -7916447.000000 Penalty: 3637.620605
	Iteration 8F: 3 clusters Score -7916447 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -7920313.500000 Penalty: 3637.620605
	Iteration 9F: 3 clusters Score -7920314 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -7923654.500000 Penalty: 3637.620605
	Iteration 10F: 3 clusters Score -7923654 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -7925279.500000 Penalty: 3637.620605
	Iteration 11Q: 3 clusters Score -7925280 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -7925947.000000 Penalty: 3637.620605
	Iteration 12Q: 3 clusters Score -7925947 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -7926368.000000 Penalty: 3637.620605
	Iteration 13Q: 3 clusters Score -7926368 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -7926709.000000 Penalty: 3637.620605
	Iteration 14Q: 3 clusters Score -7926709 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -7927003.500000 Penalty: 3637.620605
	Iteration 15Q: 3 clusters Score -7927004 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -7927302.500000 Penalty: 3637.620605
	Iteration 16Q: 3 clusters Score -7927302 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -7927625.000000 Penalty: 3637.620605
	Iteration 17Q: 3 clusters Score -7927625 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -7927894.000000 Penalty: 3637.620605
	Iteration 18Q: 3 clusters Score -7927894 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -7928119.000000 Penalty: 3637.620605
	Iteration 19Q: 3 clusters Score -7928119 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -7928395.500000 Penalty: 3637.620605
	Iteration 20F: 3 clusters Score -7928396 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -7928640.500000 Penalty: 3637.620605
	Iteration 21Q: 3 clusters Score -7928640 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -7928868.500000 Penalty: 3637.620605
	Iteration 22Q: 3 clusters Score -7928868 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -7929065.000000 Penalty: 3637.620605
	Iteration 23Q: 3 clusters Score -7929065 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -7929356.000000 Penalty: 3637.620605
	Iteration 24Q: 3 clusters Score -7929356 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -7929617.000000 Penalty: 3637.620605
	Iteration 25Q: 3 clusters Score -7929617 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -7929911.500000 Penalty: 3637.620605
	Iteration 26Q: 3 clusters Score -7929912 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -7930178.500000 Penalty: 3637.620605
	Iteration 27Q: 3 clusters Score -7930178 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -7930426.000000 Penalty: 3637.620605
	Iteration 28Q: 3 clusters Score -7930426 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -7930710.500000 Penalty: 3637.620605
	Iteration 29Q: 3 clusters Score -7930710 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -7930951.000000 Penalty: 3637.620605
	Iteration 30Q: 3 clusters Score -7930951 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -7931224.500000 Penalty: 3637.620605
	Iteration 31Q: 3 clusters Score -7931224 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -7931488.500000 Penalty: 3637.620605
	Iteration 32Q: 3 clusters Score -7931488 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -7931764.000000 Penalty: 3637.620605
	Iteration 33Q: 3 clusters Score -7931764 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -7932024.000000 Penalty: 3637.620605
	Iteration 34Q: 3 clusters Score -7932024 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -7932228.500000 Penalty: 3637.620605
	Iteration 35Q: 3 clusters Score -7932228 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -7932450.500000 Penalty: 3637.620605
	Iteration 36Q: 3 clusters Score -7932450 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -7932672.500000 Penalty: 3637.620605
	Iteration 37Q: 3 clusters Score -7932672 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -7932897.000000 Penalty: 3637.620605
	Iteration 38Q: 3 clusters Score -7932897 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -7933093.500000 Penalty: 3637.620605
	Iteration 39Q: 3 clusters Score -7933094 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -7933215.500000 Penalty: 3637.620605
	Iteration 40F: 3 clusters Score -7933216 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -7933363.000000 Penalty: 3637.620605
	Iteration 41Q: 3 clusters Score -7933363 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7933485.500000 Penalty: 3637.620605
	Iteration 42Q: 3 clusters Score -7933486 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -7933601.000000 Penalty: 3637.620605
	Iteration 43Q: 3 clusters Score -7933601 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -7933697.000000 Penalty: 3637.620605
	Iteration 44Q: 3 clusters Score -7933697 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7933746.500000 Penalty: 3637.620605
	Iteration 45Q: 3 clusters Score -7933746 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7933814.000000 Penalty: 3637.620605
	Iteration 46Q: 3 clusters Score -7933814 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7933876.000000 Penalty: 3637.620605
	Iteration 47Q: 3 clusters Score -7933876 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7933921.500000 Penalty: 3637.620605
	Iteration 48Q: 3 clusters Score -7933922 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7933977.000000 Penalty: 3637.620605
	Iteration 49Q: 3 clusters Score -7933977 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7934020.000000 Penalty: 3637.620605
	Iteration 50Q: 3 clusters Score -7934020 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7934036.000000 Penalty: 3637.620605
	Iteration 51Q: 3 clusters Score -7934036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7934071.500000 Penalty: 3637.620605
	Iteration 52Q: 3 clusters Score -7934072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7934115.500000 Penalty: 3637.620605
	Iteration 53Q: 3 clusters Score -7934116 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7934148.500000 Penalty: 3637.620605
	Iteration 54Q: 3 clusters Score -7934148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7934199.500000 Penalty: 3637.620605
	Iteration 55Q: 3 clusters Score -7934200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7934223.500000 Penalty: 3637.620605
	Iteration 56Q: 3 clusters Score -7934224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7934255.000000 Penalty: 3637.620605
	Iteration 57Q: 3 clusters Score -7934255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7934258.500000 Penalty: 3637.620605
	Iteration 58Q: 3 clusters Score -7934258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7934273.000000 Penalty: 3637.620605
	Iteration 59Q: 3 clusters Score -7934273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7934286.500000 Penalty: 3637.620605
	Iteration 60F: 3 clusters Score -7934286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7934298.500000 Penalty: 3637.620605
	Iteration 61Q: 3 clusters Score -7934298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7934307.000000 Penalty: 3637.620605
	Iteration 62Q: 3 clusters Score -7934307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7934319.000000 Penalty: 3637.620605
	Iteration 63Q: 3 clusters Score -7934319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7934313.500000 Penalty: 3637.620605
	Iteration 64Q: 3 clusters Score -7934314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7934313.000000 Penalty: 3637.620605
	Iteration 65Q: 3 clusters Score -7934313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7934304.000000 Penalty: 3637.620605
	Iteration 66Q: 3 clusters Score -7934304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7934314.500000 Penalty: 3637.620605
	Iteration 67Q: 3 clusters Score -7934314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7934318.500000 Penalty: 3637.620605
	Iteration 68Q: 3 clusters Score -7934318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7934321.000000 Penalty: 3637.620605
	Iteration 69Q: 3 clusters Score -7934321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7934315.500000 Penalty: 3637.620605
	Iteration 70Q: 3 clusters Score -7934316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7934323.500000 Penalty: 3637.620605
	Iteration 71Q: 3 clusters Score -7934324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7934325.000000 Penalty: 3637.620605
	Iteration 72Q: 3 clusters Score -7934325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70988 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7934322.500000 Penalty: 3637.620605
	Iteration 73Q: 3 clusters Score -7934322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7934319.500000 Penalty: 3637.620605
	Iteration 74Q: 3 clusters Score -7934320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7934334.500000 Penalty: 3637.620605
	Iteration 75Q: 3 clusters Score -7934334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7934323.500000 Penalty: 3637.620605
	Iteration 76Q: 3 clusters Score -7934324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7934327.000000 Penalty: 3637.620605
	Iteration 77Q: 3 clusters Score -7934327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7934327.000000 Penalty: 3637.620605
	Iteration 78F: 3 clusters Score -7934327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Entering Unmasked Estep 
Score: -7905104.000000 Penalty: 1818.065430
	Iteration 0F: 2 clusters Score -7905104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -7856843.000000 Penalty: 3636.130859
	Iteration 0F: 3 clusters Score -7856843 nChanged 34116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -7877205.000000 Penalty: 3636.130859
	Iteration 1F: 3 clusters Score -7877205 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -7878957.500000 Penalty: 3636.130859
	Iteration 2F: 3 clusters Score -7878958 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -7881571.000000 Penalty: 3636.130859
	Iteration 3F: 3 clusters Score -7881571 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -7886133.000000 Penalty: 3636.130859
	Iteration 4F: 3 clusters Score -7886133 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -7892022.500000 Penalty: 3636.130859
	Iteration 5F: 3 clusters Score -7892022 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -7897555.000000 Penalty: 3636.130859
	Iteration 6F: 3 clusters Score -7897555 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -7901163.500000 Penalty: 3636.130859
	Iteration 7Q: 3 clusters Score -7901164 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -7902625.000000 Penalty: 3636.130859
	Iteration 8Q: 3 clusters Score -7902625 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -7903135.500000 Penalty: 3636.130859
	Iteration 9Q: 3 clusters Score -7903136 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -7903329.500000 Penalty: 3636.130859
	Iteration 10Q: 3 clusters Score -7903330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -7903420.000000 Penalty: 3636.130859
	Iteration 11Q: 3 clusters Score -7903420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -7903501.500000 Penalty: 3636.130859
	Iteration 12Q: 3 clusters Score -7903502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -7903544.500000 Penalty: 3636.130859
	Iteration 13Q: 3 clusters Score -7903544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -7903556.000000 Penalty: 3636.130859
	Iteration 14Q: 3 clusters Score -7903556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -7903568.500000 Penalty: 3636.130859
	Iteration 15Q: 3 clusters Score -7903568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -7903584.000000 Penalty: 3636.130859
	Iteration 16Q: 3 clusters Score -7903584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -7903597.500000 Penalty: 3636.130859
	Iteration 17Q: 3 clusters Score -7903598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -7903605.500000 Penalty: 3636.130859
	Iteration 18Q: 3 clusters Score -7903606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -7903611.500000 Penalty: 3636.130859
	Iteration 19Q: 3 clusters Score -7903612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -7903629.000000 Penalty: 3636.130859
	Iteration 20F: 3 clusters Score -7903629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -7903631.500000 Penalty: 3636.130859
	Iteration 21Q: 3 clusters Score -7903632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -7903636.000000 Penalty: 3636.130859
	Iteration 22Q: 3 clusters Score -7903636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -7903639.500000 Penalty: 3636.130859
	Iteration 23Q: 3 clusters Score -7903640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -7903631.500000 Penalty: 3636.130859
	Iteration 24Q: 3 clusters Score -7903632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -7903631.500000 Penalty: 3636.130859
	Iteration 25Q: 3 clusters Score -7903632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -7903631.500000 Penalty: 3636.130859
	Iteration 26F: 3 clusters Score -7903632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Entering Unmasked Estep 
Score: -560838.875000 Penalty: 1397.599854
	Iteration 0F: 2 clusters Score -560838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -556670.062500 Penalty: 2795.199707
	Iteration 0F: 3 clusters Score -556670.1 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -558287.250000 Penalty: 2795.199707
	Iteration 1F: 3 clusters Score -558287.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -558820.875000 Penalty: 2795.199707
	Iteration 2F: 3 clusters Score -558820.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -559272.562500 Penalty: 2795.199707
	Iteration 3F: 3 clusters Score -559272.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -559644.437500 Penalty: 2795.199707
	Iteration 4F: 3 clusters Score -559644.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -559990.812500 Penalty: 2795.199707
	Iteration 5F: 3 clusters Score -559990.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -560212.562500 Penalty: 2795.199707
	Iteration 6Q: 3 clusters Score -560212.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -560315.375000 Penalty: 2795.199707
	Iteration 7Q: 3 clusters Score -560315.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -560355.187500 Penalty: 2795.199707
	Iteration 8Q: 3 clusters Score -560355.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -560379.625000 Penalty: 2795.199707
	Iteration 9Q: 3 clusters Score -560379.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -560393.875000 Penalty: 2795.199707
	Iteration 10Q: 3 clusters Score -560393.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -560400.312500 Penalty: 2795.199707
	Iteration 11Q: 3 clusters Score -560400.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -560401.375000 Penalty: 2795.199707
	Iteration 12Q: 3 clusters Score -560401.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -560403.500000 Penalty: 2795.199707
	Iteration 13Q: 3 clusters Score -560403.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -560403.500000 Penalty: 2795.199707
	Iteration 14F: 3 clusters Score -560403.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -66806.648438 Penalty: 1052.007202
	Iteration 0F: 2 clusters Score -66806.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65601.914062 Penalty: 2104.014404
	Iteration 0F: 3 clusters Score -65601.91 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65756.585938 Penalty: 2104.014404
	Iteration 1F: 3 clusters Score -65756.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65813.148438 Penalty: 2104.014404
	Iteration 2F: 3 clusters Score -65813.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65841.492188 Penalty: 2104.014404
	Iteration 3Q: 3 clusters Score -65841.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65855.257812 Penalty: 2104.014404
	Iteration 4Q: 3 clusters Score -65855.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65862.484375 Penalty: 2104.014404
	Iteration 5Q: 3 clusters Score -65862.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65869.546875 Penalty: 2104.014404
	Iteration 6Q: 3 clusters Score -65869.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65871.226562 Penalty: 2104.014404
	Iteration 7Q: 3 clusters Score -65871.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65874.703125 Penalty: 2104.014404
	Iteration 8Q: 3 clusters Score -65874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65880.312500 Penalty: 2104.014404
	Iteration 9Q: 3 clusters Score -65880.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65884.226562 Penalty: 2104.014404
	Iteration 10Q: 3 clusters Score -65884.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65885.007812 Penalty: 2104.014404
	Iteration 11Q: 3 clusters Score -65885.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65885.007812 Penalty: 2104.014404
	Iteration 12F: 3 clusters Score -65885.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (74202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Entering Unmasked Estep 
Score: -8101705.500000 Penalty: 1822.363770
	Iteration 0F: 2 clusters Score -8101706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -8052113.500000 Penalty: 3644.727539
	Iteration 0F: 3 clusters Score -8052114 nChanged 35259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -8072442.500000 Penalty: 3644.727539
	Iteration 1F: 3 clusters Score -8072442 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -8073118.500000 Penalty: 3644.727539
	Iteration 2Q: 3 clusters Score -8073118 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -8073895.500000 Penalty: 3644.727539
	Iteration 3Q: 3 clusters Score -8073896 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -8074994.500000 Penalty: 3644.727539
	Iteration 4Q: 3 clusters Score -8074994 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -8076473.000000 Penalty: 3644.727539
	Iteration 5Q: 3 clusters Score -8076473 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -8078377.500000 Penalty: 3644.727539
	Iteration 6F: 3 clusters Score -8078378 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -8081168.000000 Penalty: 3644.727539
	Iteration 7F: 3 clusters Score -8081168 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -8084814.000000 Penalty: 3644.727539
	Iteration 8F: 3 clusters Score -8084814 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -8088636.500000 Penalty: 3644.727539
	Iteration 9F: 3 clusters Score -8088636 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -8091708.000000 Penalty: 3644.727539
	Iteration 10F: 3 clusters Score -8091708 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -8093678.500000 Penalty: 3644.727539
	Iteration 11Q: 3 clusters Score -8093678 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -8094915.500000 Penalty: 3644.727539
	Iteration 12Q: 3 clusters Score -8094916 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -8095671.000000 Penalty: 3644.727539
	Iteration 13Q: 3 clusters Score -8095671 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -8096208.500000 Penalty: 3644.727539
	Iteration 14Q: 3 clusters Score -8096208 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -8096682.500000 Penalty: 3644.727539
	Iteration 15Q: 3 clusters Score -8096682 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -8097085.000000 Penalty: 3644.727539
	Iteration 16Q: 3 clusters Score -8097085 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -8097396.000000 Penalty: 3644.727539
	Iteration 17Q: 3 clusters Score -8097396 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -8097668.500000 Penalty: 3644.727539
	Iteration 18Q: 3 clusters Score -8097668 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -8097958.500000 Penalty: 3644.727539
	Iteration 19Q: 3 clusters Score -8097958 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -8098206.000000 Penalty: 3644.727539
	Iteration 20F: 3 clusters Score -8098206 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -8098403.000000 Penalty: 3644.727539
	Iteration 21Q: 3 clusters Score -8098403 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8098611.000000 Penalty: 3644.727539
	Iteration 22Q: 3 clusters Score -8098611 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8098788.000000 Penalty: 3644.727539
	Iteration 23Q: 3 clusters Score -8098788 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -8098959.500000 Penalty: 3644.727539
	Iteration 24Q: 3 clusters Score -8098960 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8099091.000000 Penalty: 3644.727539
	Iteration 25Q: 3 clusters Score -8099091 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71573 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8099213.500000 Penalty: 3644.727539
	Iteration 26Q: 3 clusters Score -8099214 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8099310.500000 Penalty: 3644.727539
	Iteration 27Q: 3 clusters Score -8099310 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8099430.500000 Penalty: 3644.727539
	Iteration 28Q: 3 clusters Score -8099430 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8099532.000000 Penalty: 3644.727539
	Iteration 29Q: 3 clusters Score -8099532 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8099616.000000 Penalty: 3644.727539
	Iteration 30Q: 3 clusters Score -8099616 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8099673.000000 Penalty: 3644.727539
	Iteration 31Q: 3 clusters Score -8099673 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8099725.000000 Penalty: 3644.727539
	Iteration 32Q: 3 clusters Score -8099725 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8099807.500000 Penalty: 3644.727539
	Iteration 33Q: 3 clusters Score -8099808 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8099862.500000 Penalty: 3644.727539
	Iteration 34Q: 3 clusters Score -8099862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8099913.000000 Penalty: 3644.727539
	Iteration 35Q: 3 clusters Score -8099913 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8099943.500000 Penalty: 3644.727539
	Iteration 36Q: 3 clusters Score -8099944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8099981.500000 Penalty: 3644.727539
	Iteration 37Q: 3 clusters Score -8099982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8100007.000000 Penalty: 3644.727539
	Iteration 38Q: 3 clusters Score -8100007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8100034.000000 Penalty: 3644.727539
	Iteration 39Q: 3 clusters Score -8100034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8100073.500000 Penalty: 3644.727539
	Iteration 40F: 3 clusters Score -8100074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8100087.000000 Penalty: 3644.727539
	Iteration 41Q: 3 clusters Score -8100087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8100106.500000 Penalty: 3644.727539
	Iteration 42Q: 3 clusters Score -8100106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8100121.500000 Penalty: 3644.727539
	Iteration 43Q: 3 clusters Score -8100122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8100150.500000 Penalty: 3644.727539
	Iteration 44Q: 3 clusters Score -8100150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8100163.500000 Penalty: 3644.727539
	Iteration 45Q: 3 clusters Score -8100164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8100167.500000 Penalty: 3644.727539
	Iteration 46Q: 3 clusters Score -8100168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8100165.000000 Penalty: 3644.727539
	Iteration 47Q: 3 clusters Score -8100165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8100170.000000 Penalty: 3644.727539
	Iteration 48Q: 3 clusters Score -8100170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8100175.000000 Penalty: 3644.727539
	Iteration 49Q: 3 clusters Score -8100175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8100179.500000 Penalty: 3644.727539
	Iteration 50Q: 3 clusters Score -8100180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8100179.000000 Penalty: 3644.727539
	Iteration 51Q: 3 clusters Score -8100179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8100181.000000 Penalty: 3644.727539
	Iteration 52Q: 3 clusters Score -8100181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8100194.000000 Penalty: 3644.727539
	Iteration 53Q: 3 clusters Score -8100194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8100200.500000 Penalty: 3644.727539
	Iteration 54Q: 3 clusters Score -8100200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8100206.000000 Penalty: 3644.727539
	Iteration 55Q: 3 clusters Score -8100206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8100203.000000 Penalty: 3644.727539
	Iteration 56Q: 3 clusters Score -8100203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8100210.000000 Penalty: 3644.727539
	Iteration 57Q: 3 clusters Score -8100210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8100215.000000 Penalty: 3644.727539
	Iteration 58Q: 3 clusters Score -8100215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8100212.500000 Penalty: 3644.727539
	Iteration 59Q: 3 clusters Score -8100212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8100214.000000 Penalty: 3644.727539
	Iteration 60F: 3 clusters Score -8100214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8100214.000000 Penalty: 3644.727539
	Iteration 61Q: 3 clusters Score -8100214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8100215.500000 Penalty: 3644.727539
	Iteration 62Q: 3 clusters Score -8100216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8100217.000000 Penalty: 3644.727539
	Iteration 63Q: 3 clusters Score -8100217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8100218.000000 Penalty: 3644.727539
	Iteration 64Q: 3 clusters Score -8100218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8100218.000000 Penalty: 3644.727539
	Iteration 65F: 3 clusters Score -8100218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Entering Unmasked Estep 
Score: -5305962.000000 Penalty: 1753.301270
	Iteration 0F: 2 clusters Score -5305962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -5273402.500000 Penalty: 3506.602539
	Iteration 0F: 3 clusters Score -5273402 nChanged 22863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -5285992.000000 Penalty: 3506.602539
	Iteration 1F: 3 clusters Score -5285992 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -5286454.000000 Penalty: 3506.602539
	Iteration 2Q: 3 clusters Score -5286454 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -5286838.500000 Penalty: 3506.602539
	Iteration 3Q: 3 clusters Score -5286838 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5287322.000000 Penalty: 3506.602539
	Iteration 4Q: 3 clusters Score -5287322 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -5288046.000000 Penalty: 3506.602539
	Iteration 5Q: 3 clusters Score -5288046 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5289134.500000 Penalty: 3506.602539
	Iteration 6Q: 3 clusters Score -5289134 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -5290807.500000 Penalty: 3506.602539
	Iteration 7F: 3 clusters Score -5290808 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -5293340.500000 Penalty: 3506.602539
	Iteration 8F: 3 clusters Score -5293340 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -5296317.000000 Penalty: 3506.602539
	Iteration 9F: 3 clusters Score -5296317 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5299096.000000 Penalty: 3506.602539
	Iteration 10F: 3 clusters Score -5299096 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5300781.000000 Penalty: 3506.602539
	Iteration 11Q: 3 clusters Score -5300781 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5301608.500000 Penalty: 3506.602539
	Iteration 12Q: 3 clusters Score -5301608 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -5302067.500000 Penalty: 3506.602539
	Iteration 13Q: 3 clusters Score -5302068 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5302390.000000 Penalty: 3506.602539
	Iteration 14Q: 3 clusters Score -5302390 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5302660.000000 Penalty: 3506.602539
	Iteration 15Q: 3 clusters Score -5302660 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -5302870.000000 Penalty: 3506.602539
	Iteration 16Q: 3 clusters Score -5302870 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5303028.500000 Penalty: 3506.602539
	Iteration 17Q: 3 clusters Score -5303028 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5303175.500000 Penalty: 3506.602539
	Iteration 18Q: 3 clusters Score -5303176 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5303375.000000 Penalty: 3506.602539
	Iteration 19Q: 3 clusters Score -5303375 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -5303483.500000 Penalty: 3506.602539
	Iteration 20F: 3 clusters Score -5303484 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -5303609.500000 Penalty: 3506.602539
	Iteration 21Q: 3 clusters Score -5303610 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5303683.500000 Penalty: 3506.602539
	Iteration 22Q: 3 clusters Score -5303684 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -5303742.500000 Penalty: 3506.602539
	Iteration 23Q: 3 clusters Score -5303742 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -5303792.500000 Penalty: 3506.602539
	Iteration 24Q: 3 clusters Score -5303792 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5303864.000000 Penalty: 3506.602539
	Iteration 25Q: 3 clusters Score -5303864 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -5303938.000000 Penalty: 3506.602539
	Iteration 26Q: 3 clusters Score -5303938 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -5303992.000000 Penalty: 3506.602539
	Iteration 27Q: 3 clusters Score -5303992 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -5304051.000000 Penalty: 3506.602539
	Iteration 28Q: 3 clusters Score -5304051 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -5304062.500000 Penalty: 3506.602539
	Iteration 29Q: 3 clusters Score -5304062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -5304096.500000 Penalty: 3506.602539
	Iteration 30Q: 3 clusters Score -5304096 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -5304129.000000 Penalty: 3506.602539
	Iteration 31Q: 3 clusters Score -5304129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -5304174.000000 Penalty: 3506.602539
	Iteration 32Q: 3 clusters Score -5304174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -5304210.000000 Penalty: 3506.602539
	Iteration 33Q: 3 clusters Score -5304210 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -5304257.000000 Penalty: 3506.602539
	Iteration 34Q: 3 clusters Score -5304257 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -5304309.000000 Penalty: 3506.602539
	Iteration 35Q: 3 clusters Score -5304309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -5304336.000000 Penalty: 3506.602539
	Iteration 36Q: 3 clusters Score -5304336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -5304361.000000 Penalty: 3506.602539
	Iteration 37Q: 3 clusters Score -5304361 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -5304389.000000 Penalty: 3506.602539
	Iteration 38Q: 3 clusters Score -5304389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -5304398.500000 Penalty: 3506.602539
	Iteration 39Q: 3 clusters Score -5304398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -5304413.500000 Penalty: 3506.602539
	Iteration 40F: 3 clusters Score -5304414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -5304428.000000 Penalty: 3506.602539
	Iteration 41Q: 3 clusters Score -5304428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -5304435.500000 Penalty: 3506.602539
	Iteration 42Q: 3 clusters Score -5304436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -5304443.500000 Penalty: 3506.602539
	Iteration 43Q: 3 clusters Score -5304444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -5304458.000000 Penalty: 3506.602539
	Iteration 44Q: 3 clusters Score -5304458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -5304463.500000 Penalty: 3506.602539
	Iteration 45Q: 3 clusters Score -5304464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -5304474.000000 Penalty: 3506.602539
	Iteration 46Q: 3 clusters Score -5304474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -5304475.000000 Penalty: 3506.602539
	Iteration 47Q: 3 clusters Score -5304475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -5304485.000000 Penalty: 3506.602539
	Iteration 48Q: 3 clusters Score -5304485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -5304508.500000 Penalty: 3506.602539
	Iteration 49Q: 3 clusters Score -5304508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -5304514.000000 Penalty: 3506.602539
	Iteration 50Q: 3 clusters Score -5304514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -5304513.500000 Penalty: 3506.602539
	Iteration 51Q: 3 clusters Score -5304514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -5304525.000000 Penalty: 3506.602539
	Iteration 52Q: 3 clusters Score -5304525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -5304538.500000 Penalty: 3506.602539
	Iteration 53Q: 3 clusters Score -5304538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -5304538.500000 Penalty: 3506.602539
	Iteration 54Q: 3 clusters Score -5304538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5304543.500000 Penalty: 3506.602539
	Iteration 55Q: 3 clusters Score -5304544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -5304543.000000 Penalty: 3506.602539
	Iteration 56Q: 3 clusters Score -5304543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -5304552.500000 Penalty: 3506.602539
	Iteration 57Q: 3 clusters Score -5304552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -5304560.000000 Penalty: 3506.602539
	Iteration 58Q: 3 clusters Score -5304560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -5304570.500000 Penalty: 3506.602539
	Iteration 59Q: 3 clusters Score -5304570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -5304569.000000 Penalty: 3506.602539
	Iteration 60F: 3 clusters Score -5304569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -5304579.000000 Penalty: 3506.602539
	Iteration 61Q: 3 clusters Score -5304579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -5304602.000000 Penalty: 3506.602539
	Iteration 62Q: 3 clusters Score -5304602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -5304595.500000 Penalty: 3506.602539
	Iteration 63Q: 3 clusters Score -5304596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -5304599.500000 Penalty: 3506.602539
	Iteration 64Q: 3 clusters Score -5304600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -5304603.000000 Penalty: 3506.602539
	Iteration 65Q: 3 clusters Score -5304603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -5304609.500000 Penalty: 3506.602539
	Iteration 66Q: 3 clusters Score -5304610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -5304606.000000 Penalty: 3506.602539
	Iteration 67Q: 3 clusters Score -5304606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -5304607.500000 Penalty: 3506.602539
	Iteration 68Q: 3 clusters Score -5304608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -5304610.500000 Penalty: 3506.602539
	Iteration 69Q: 3 clusters Score -5304610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -5304616.500000 Penalty: 3506.602539
	Iteration 70Q: 3 clusters Score -5304616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -5304619.000000 Penalty: 3506.602539
	Iteration 71Q: 3 clusters Score -5304619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -5304617.000000 Penalty: 3506.602539
	Iteration 72Q: 3 clusters Score -5304617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -5304619.500000 Penalty: 3506.602539
	Iteration 73Q: 3 clusters Score -5304620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -5304619.500000 Penalty: 3506.602539
	Iteration 74Q: 3 clusters Score -5304620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -5304621.000000 Penalty: 3506.602539
	Iteration 75Q: 3 clusters Score -5304621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -5304621.500000 Penalty: 3506.602539
	Iteration 76Q: 3 clusters Score -5304622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -5304622.000000 Penalty: 3506.602539
	Iteration 77Q: 3 clusters Score -5304622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -5304622.000000 Penalty: 3506.602539
	Iteration 78F: 3 clusters Score -5304622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Entering Unmasked Estep 
Score: -4146703.500000 Penalty: 1718.819336
	Iteration 0F: 2 clusters Score -4146704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4120312.750000 Penalty: 3437.638672
	Iteration 0F: 3 clusters Score -4120313 nChanged 18225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -4130812.500000 Penalty: 3437.638672
	Iteration 1F: 3 clusters Score -4130812 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4131371.250000 Penalty: 3437.638672
	Iteration 2Q: 3 clusters Score -4131371 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4131965.750000 Penalty: 3437.638672
	Iteration 3Q: 3 clusters Score -4131966 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -4132708.500000 Penalty: 3437.638672
	Iteration 4Q: 3 clusters Score -4132708 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4133656.500000 Penalty: 3437.638672
	Iteration 5Q: 3 clusters Score -4133656 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -4134897.250000 Penalty: 3437.638672
	Iteration 6F: 3 clusters Score -4134897 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4136367.500000 Penalty: 3437.638672
	Iteration 7F: 3 clusters Score -4136368 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4137782.000000 Penalty: 3437.638672
	Iteration 8F: 3 clusters Score -4137782 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -4138732.500000 Penalty: 3437.638672
	Iteration 9Q: 3 clusters Score -4138732 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -4139257.000000 Penalty: 3437.638672
	Iteration 10Q: 3 clusters Score -4139257 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -4139587.750000 Penalty: 3437.638672
	Iteration 11Q: 3 clusters Score -4139588 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -4139856.500000 Penalty: 3437.638672
	Iteration 12Q: 3 clusters Score -4139856 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4140111.750000 Penalty: 3437.638672
	Iteration 13Q: 3 clusters Score -4140112 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4140390.500000 Penalty: 3437.638672
	Iteration 14Q: 3 clusters Score -4140390 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4140687.750000 Penalty: 3437.638672
	Iteration 15Q: 3 clusters Score -4140688 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4141066.250000 Penalty: 3437.638672
	Iteration 16Q: 3 clusters Score -4141066 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4141461.000000 Penalty: 3437.638672
	Iteration 17Q: 3 clusters Score -4141461 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4141853.500000 Penalty: 3437.638672
	Iteration 18Q: 3 clusters Score -4141854 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4142335.000000 Penalty: 3437.638672
	Iteration 19Q: 3 clusters Score -4142335 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4142807.750000 Penalty: 3437.638672
	Iteration 20F: 3 clusters Score -4142808 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4143232.250000 Penalty: 3437.638672
	Iteration 21Q: 3 clusters Score -4143232 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4143680.000000 Penalty: 3437.638672
	Iteration 22Q: 3 clusters Score -4143680 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4144073.250000 Penalty: 3437.638672
	Iteration 23Q: 3 clusters Score -4144073 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4144385.000000 Penalty: 3437.638672
	Iteration 24Q: 3 clusters Score -4144385 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -4144620.500000 Penalty: 3437.638672
	Iteration 25Q: 3 clusters Score -4144620 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4144816.250000 Penalty: 3437.638672
	Iteration 26Q: 3 clusters Score -4144816 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -4144950.500000 Penalty: 3437.638672
	Iteration 27Q: 3 clusters Score -4144950 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4145033.500000 Penalty: 3437.638672
	Iteration 28Q: 3 clusters Score -4145034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -4145079.500000 Penalty: 3437.638672
	Iteration 29Q: 3 clusters Score -4145080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4145113.250000 Penalty: 3437.638672
	Iteration 30Q: 3 clusters Score -4145113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -4145145.250000 Penalty: 3437.638672
	Iteration 31Q: 3 clusters Score -4145145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -4145168.750000 Penalty: 3437.638672
	Iteration 32Q: 3 clusters Score -4145169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -4145181.500000 Penalty: 3437.638672
	Iteration 33Q: 3 clusters Score -4145182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -4145204.750000 Penalty: 3437.638672
	Iteration 34Q: 3 clusters Score -4145205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -4145214.000000 Penalty: 3437.638672
	Iteration 35Q: 3 clusters Score -4145214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4145225.750000 Penalty: 3437.638672
	Iteration 36Q: 3 clusters Score -4145226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -4145232.000000 Penalty: 3437.638672
	Iteration 37Q: 3 clusters Score -4145232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -4145239.250000 Penalty: 3437.638672
	Iteration 38Q: 3 clusters Score -4145239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -4145243.000000 Penalty: 3437.638672
	Iteration 39Q: 3 clusters Score -4145243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -4145246.750000 Penalty: 3437.638672
	Iteration 40F: 3 clusters Score -4145247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -4145254.500000 Penalty: 3437.638672
	Iteration 41Q: 3 clusters Score -4145254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -4145263.000000 Penalty: 3437.638672
	Iteration 42Q: 3 clusters Score -4145263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -4145278.000000 Penalty: 3437.638672
	Iteration 43Q: 3 clusters Score -4145278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -4145281.250000 Penalty: 3437.638672
	Iteration 44Q: 3 clusters Score -4145281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -4145285.750000 Penalty: 3437.638672
	Iteration 45Q: 3 clusters Score -4145286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -4145287.500000 Penalty: 3437.638672
	Iteration 46Q: 3 clusters Score -4145288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -4145291.750000 Penalty: 3437.638672
	Iteration 47Q: 3 clusters Score -4145292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -4145300.500000 Penalty: 3437.638672
	Iteration 48Q: 3 clusters Score -4145300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -4145303.250000 Penalty: 3437.638672
	Iteration 49Q: 3 clusters Score -4145303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -4145304.500000 Penalty: 3437.638672
	Iteration 50Q: 3 clusters Score -4145304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -4145303.500000 Penalty: 3437.638672
	Iteration 51Q: 3 clusters Score -4145304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -4145303.750000 Penalty: 3437.638672
	Iteration 52Q: 3 clusters Score -4145304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4145304.000000 Penalty: 3437.638672
	Iteration 53Q: 3 clusters Score -4145304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4145305.250000 Penalty: 3437.638672
	Iteration 54Q: 3 clusters Score -4145305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4145307.500000 Penalty: 3437.638672
	Iteration 55Q: 3 clusters Score -4145308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -4145310.750000 Penalty: 3437.638672
	Iteration 56Q: 3 clusters Score -4145311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -4145308.250000 Penalty: 3437.638672
	Iteration 57Q: 3 clusters Score -4145308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -4145312.500000 Penalty: 3437.638672
	Iteration 58Q: 3 clusters Score -4145312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4145318.500000 Penalty: 3437.638672
	Iteration 59Q: 3 clusters Score -4145318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -4145317.750000 Penalty: 3437.638672
	Iteration 60F: 3 clusters Score -4145318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -4145318.750000 Penalty: 3437.638672
	Iteration 61Q: 3 clusters Score -4145319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -4145322.000000 Penalty: 3437.638672
	Iteration 62Q: 3 clusters Score -4145322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -4145323.750000 Penalty: 3437.638672
	Iteration 63Q: 3 clusters Score -4145324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -4145323.750000 Penalty: 3437.638672
	Iteration 64F: 3 clusters Score -4145324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (128631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Entering Unmasked Estep 
Score: -13960036.000000 Penalty: 1911.764160
	Iteration 0F: 2 clusters Score -1.396004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -13874042.000000 Penalty: 3823.528320
	Iteration 0F: 3 clusters Score -1.387404e+07 nChanged 61856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -13910500.000000 Penalty: 3823.528320
	Iteration 1F: 3 clusters Score -1.39105e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -13911404.000000 Penalty: 3823.528320
	Iteration 2Q: 3 clusters Score -1.39114e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -13912868.000000 Penalty: 3823.528320
	Iteration 3Q: 3 clusters Score -1.391287e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -13915204.000000 Penalty: 3823.528320
	Iteration 4Q: 3 clusters Score -1.39152e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -13918825.000000 Penalty: 3823.528320
	Iteration 5Q: 3 clusters Score -1.391882e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -13923993.000000 Penalty: 3823.528320
	Iteration 6F: 3 clusters Score -1.392399e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -13930833.000000 Penalty: 3823.528320
	Iteration 7F: 3 clusters Score -1.393083e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -13937124.000000 Penalty: 3823.528320
	Iteration 8F: 3 clusters Score -1.393712e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -13940725.000000 Penalty: 3823.528320
	Iteration 9F: 3 clusters Score -1.394072e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -13942106.000000 Penalty: 3823.528320
	Iteration 10Q: 3 clusters Score -1.394211e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -13942661.000000 Penalty: 3823.528320
	Iteration 11Q: 3 clusters Score -1.394266e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -13943007.000000 Penalty: 3823.528320
	Iteration 12Q: 3 clusters Score -1.394301e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -13943268.000000 Penalty: 3823.528320
	Iteration 13Q: 3 clusters Score -1.394327e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -13943582.000000 Penalty: 3823.528320
	Iteration 14Q: 3 clusters Score -1.394358e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -13943936.000000 Penalty: 3823.528320
	Iteration 15Q: 3 clusters Score -1.394394e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84606 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -13944256.000000 Penalty: 3823.528320
	Iteration 16Q: 3 clusters Score -1.394426e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -13944625.000000 Penalty: 3823.528320
	Iteration 17Q: 3 clusters Score -1.394462e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -13944955.000000 Penalty: 3823.528320
	Iteration 18Q: 3 clusters Score -1.394496e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -13945303.000000 Penalty: 3823.528320
	Iteration 19Q: 3 clusters Score -1.39453e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -13945587.000000 Penalty: 3823.528320
	Iteration 20F: 3 clusters Score -1.394559e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -13945875.000000 Penalty: 3823.528320
	Iteration 21Q: 3 clusters Score -1.394588e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -13946156.000000 Penalty: 3823.528320
	Iteration 22Q: 3 clusters Score -1.394616e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89784 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -13946416.000000 Penalty: 3823.528320
	Iteration 23Q: 3 clusters Score -1.394642e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -13946721.000000 Penalty: 3823.528320
	Iteration 24Q: 3 clusters Score -1.394672e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -13946996.000000 Penalty: 3823.528320
	Iteration 25Q: 3 clusters Score -1.3947e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -13947229.000000 Penalty: 3823.528320
	Iteration 26Q: 3 clusters Score -1.394723e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -13947436.000000 Penalty: 3823.528320
	Iteration 27Q: 3 clusters Score -1.394744e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -13947619.000000 Penalty: 3823.528320
	Iteration 28Q: 3 clusters Score -1.394762e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -13947873.000000 Penalty: 3823.528320
	Iteration 29Q: 3 clusters Score -1.394787e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -13948112.000000 Penalty: 3823.528320
	Iteration 30Q: 3 clusters Score -1.394811e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -13948314.000000 Penalty: 3823.528320
	Iteration 31Q: 3 clusters Score -1.394831e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -13948492.000000 Penalty: 3823.528320
	Iteration 32Q: 3 clusters Score -1.394849e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -13948807.000000 Penalty: 3823.528320
	Iteration 33Q: 3 clusters Score -1.394881e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -13949058.000000 Penalty: 3823.528320
	Iteration 34Q: 3 clusters Score -1.394906e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -13949252.000000 Penalty: 3823.528320
	Iteration 35Q: 3 clusters Score -1.394925e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -13949482.000000 Penalty: 3823.528320
	Iteration 36Q: 3 clusters Score -1.394948e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -13949753.000000 Penalty: 3823.528320
	Iteration 37Q: 3 clusters Score -1.394975e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -13949959.000000 Penalty: 3823.528320
	Iteration 38Q: 3 clusters Score -1.394996e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -13950248.000000 Penalty: 3823.528320
	Iteration 39Q: 3 clusters Score -1.395025e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -13950525.000000 Penalty: 3823.528320
	Iteration 40F: 3 clusters Score -1.395052e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106319 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -13950833.000000 Penalty: 3823.528320
	Iteration 41Q: 3 clusters Score -1.395083e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -13951181.000000 Penalty: 3823.528320
	Iteration 42Q: 3 clusters Score -1.395118e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -13951531.000000 Penalty: 3823.528320
	Iteration 43Q: 3 clusters Score -1.395153e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -13951912.000000 Penalty: 3823.528320
	Iteration 44Q: 3 clusters Score -1.395191e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -13952272.000000 Penalty: 3823.528320
	Iteration 45Q: 3 clusters Score -1.395227e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -13952581.000000 Penalty: 3823.528320
	Iteration 46Q: 3 clusters Score -1.395258e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113778 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -13952962.000000 Penalty: 3823.528320
	Iteration 47Q: 3 clusters Score -1.395296e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -13953363.000000 Penalty: 3823.528320
	Iteration 48Q: 3 clusters Score -1.395336e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -13953705.000000 Penalty: 3823.528320
	Iteration 49Q: 3 clusters Score -1.39537e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117554 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -13954079.000000 Penalty: 3823.528320
	Iteration 50Q: 3 clusters Score -1.395408e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118817 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -13954529.000000 Penalty: 3823.528320
	Iteration 51Q: 3 clusters Score -1.395453e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -13955039.000000 Penalty: 3823.528320
	Iteration 52Q: 3 clusters Score -1.395504e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121313 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -13955521.000000 Penalty: 3823.528320
	Iteration 53Q: 3 clusters Score -1.395552e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122440 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -13955918.000000 Penalty: 3823.528320
	Iteration 54Q: 3 clusters Score -1.395592e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -13956401.000000 Penalty: 3823.528320
	Iteration 55Q: 3 clusters Score -1.39564e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124386 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -13956778.000000 Penalty: 3823.528320
	Iteration 56Q: 3 clusters Score -1.395678e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125173 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -13957092.000000 Penalty: 3823.528320
	Iteration 57Q: 3 clusters Score -1.395709e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -13957371.000000 Penalty: 3823.528320
	Iteration 58Q: 3 clusters Score -1.395737e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126285 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -13957548.000000 Penalty: 3823.528320
	Iteration 59Q: 3 clusters Score -1.395755e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126678 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -13957706.000000 Penalty: 3823.528320
	Iteration 60F: 3 clusters Score -1.395771e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126985 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -13957889.000000 Penalty: 3823.528320
	Iteration 61Q: 3 clusters Score -1.395789e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127226 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13957999.000000 Penalty: 3823.528320
	Iteration 62Q: 3 clusters Score -1.3958e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127408 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13958079.000000 Penalty: 3823.528320
	Iteration 63Q: 3 clusters Score -1.395808e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127543 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13958153.000000 Penalty: 3823.528320
	Iteration 64Q: 3 clusters Score -1.395815e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127638 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -13958211.000000 Penalty: 3823.528320
	Iteration 65Q: 3 clusters Score -1.395821e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127714 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13958243.000000 Penalty: 3823.528320
	Iteration 66Q: 3 clusters Score -1.395824e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13958251.000000 Penalty: 3823.528320
	Iteration 67Q: 3 clusters Score -1.395825e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127825 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13958294.000000 Penalty: 3823.528320
	Iteration 68Q: 3 clusters Score -1.395829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127866 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13958295.000000 Penalty: 3823.528320
	Iteration 69Q: 3 clusters Score -1.39583e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127907 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -13958311.000000 Penalty: 3823.528320
	Iteration 70Q: 3 clusters Score -1.395831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127945 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13958341.000000 Penalty: 3823.528320
	Iteration 71Q: 3 clusters Score -1.395834e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127970 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13958344.000000 Penalty: 3823.528320
	Iteration 72Q: 3 clusters Score -1.395834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127982 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13958351.000000 Penalty: 3823.528320
	Iteration 73Q: 3 clusters Score -1.395835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13958358.000000 Penalty: 3823.528320
	Iteration 74Q: 3 clusters Score -1.395836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128005 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13958363.000000 Penalty: 3823.528320
	Iteration 75Q: 3 clusters Score -1.395836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128014 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13958369.000000 Penalty: 3823.528320
	Iteration 76Q: 3 clusters Score -1.395837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128023 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -13958383.000000 Penalty: 3823.528320
	Iteration 77Q: 3 clusters Score -1.395838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128030 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13958389.000000 Penalty: 3823.528320
	Iteration 78Q: 3 clusters Score -1.395839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128036 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13958383.000000 Penalty: 3823.528320
	Iteration 79Q: 3 clusters Score -1.395838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128041 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13958394.000000 Penalty: 3823.528320
	Iteration 80F: 3 clusters Score -1.395839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128048 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13958401.000000 Penalty: 3823.528320
	Iteration 81Q: 3 clusters Score -1.39584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128056 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13958406.000000 Penalty: 3823.528320
	Iteration 82Q: 3 clusters Score -1.395841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13958405.000000 Penalty: 3823.528320
	Iteration 83Q: 3 clusters Score -1.39584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13958416.000000 Penalty: 3823.528320
	Iteration 84Q: 3 clusters Score -1.395842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -13958418.000000 Penalty: 3823.528320
	Iteration 85Q: 3 clusters Score -1.395842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13958417.000000 Penalty: 3823.528320
	Iteration 86Q: 3 clusters Score -1.395842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13958415.000000 Penalty: 3823.528320
	Iteration 87Q: 3 clusters Score -1.395842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128080 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13958423.000000 Penalty: 3823.528320
	Iteration 88Q: 3 clusters Score -1.395842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128086 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13958432.000000 Penalty: 3823.528320
	Iteration 89Q: 3 clusters Score -1.395843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128089 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -13958433.000000 Penalty: 3823.528320
	Iteration 90Q: 3 clusters Score -1.395843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128090 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -13958436.000000 Penalty: 3823.528320
	Iteration 91Q: 3 clusters Score -1.395844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13958434.000000 Penalty: 3823.528320
	Iteration 92Q: 3 clusters Score -1.395843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13958442.000000 Penalty: 3823.528320
	Iteration 93Q: 3 clusters Score -1.395844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13958442.000000 Penalty: 3823.528320
	Iteration 94F: 3 clusters Score -1.395844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Entering Unmasked Estep 
Score: -4481461.000000 Penalty: 1730.322021
	Iteration 0F: 2 clusters Score -4481461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4453177.000000 Penalty: 3460.644043
	Iteration 0F: 3 clusters Score -4453177 nChanged 19645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4464014.500000 Penalty: 3460.644043
	Iteration 1F: 3 clusters Score -4464014 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4464492.500000 Penalty: 3460.644043
	Iteration 2Q: 3 clusters Score -4464492 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4465081.000000 Penalty: 3460.644043
	Iteration 3Q: 3 clusters Score -4465081 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4465748.000000 Penalty: 3460.644043
	Iteration 4Q: 3 clusters Score -4465748 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4466709.000000 Penalty: 3460.644043
	Iteration 5Q: 3 clusters Score -4466709 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4468234.000000 Penalty: 3460.644043
	Iteration 6F: 3 clusters Score -4468234 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4470479.000000 Penalty: 3460.644043
	Iteration 7F: 3 clusters Score -4470479 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -4473265.500000 Penalty: 3460.644043
	Iteration 8F: 3 clusters Score -4473266 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4476092.500000 Penalty: 3460.644043
	Iteration 9F: 3 clusters Score -4476092 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4478179.500000 Penalty: 3460.644043
	Iteration 10F: 3 clusters Score -4478180 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4479263.000000 Penalty: 3460.644043
	Iteration 11Q: 3 clusters Score -4479263 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4479702.500000 Penalty: 3460.644043
	Iteration 12Q: 3 clusters Score -4479702 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4479864.000000 Penalty: 3460.644043
	Iteration 13Q: 3 clusters Score -4479864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4479937.000000 Penalty: 3460.644043
	Iteration 14Q: 3 clusters Score -4479937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4479986.000000 Penalty: 3460.644043
	Iteration 15Q: 3 clusters Score -4479986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4480002.000000 Penalty: 3460.644043
	Iteration 16Q: 3 clusters Score -4480002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4480017.500000 Penalty: 3460.644043
	Iteration 17Q: 3 clusters Score -4480018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4480022.000000 Penalty: 3460.644043
	Iteration 18Q: 3 clusters Score -4480022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4480027.500000 Penalty: 3460.644043
	Iteration 19Q: 3 clusters Score -4480028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4480026.000000 Penalty: 3460.644043
	Iteration 20F: 3 clusters Score -4480026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4480028.000000 Penalty: 3460.644043
	Iteration 21Q: 3 clusters Score -4480028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4480028.500000 Penalty: 3460.644043
	Iteration 22Q: 3 clusters Score -4480028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4480035.000000 Penalty: 3460.644043
	Iteration 23Q: 3 clusters Score -4480035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4480039.500000 Penalty: 3460.644043
	Iteration 24Q: 3 clusters Score -4480040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4480040.500000 Penalty: 3460.644043
	Iteration 25Q: 3 clusters Score -4480040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4480040.500000 Penalty: 3460.644043
	Iteration 26F: 3 clusters Score -4480040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (195303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195303 members 
Entering Unmasked Estep 
Score: -21120248.000000 Penalty: 1979.624878
	Iteration 0F: 2 clusters Score -2.112025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 97993 members 
Entering Unmasked Estep 
Score: -20992934.000000 Penalty: 3959.249756
	Iteration 0F: 3 clusters Score -2.099293e+07 nChanged 94295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89331 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -21048596.000000 Penalty: 3959.249756
	Iteration 1F: 3 clusters Score -2.10486e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -21050342.000000 Penalty: 3959.249756
	Iteration 2Q: 3 clusters Score -2.105034e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 118366 members 
Entering Unmasked Estep 
Score: -21053568.000000 Penalty: 3959.249756
	Iteration 3Q: 3 clusters Score -2.105357e+07 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 129280 members 
Entering Unmasked Estep 
Score: -21059400.000000 Penalty: 3959.249756
	Iteration 4F: 3 clusters Score -2.10594e+07 nChanged 15129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 144323 members 
Entering Unmasked Estep 
Score: -21070656.000000 Penalty: 3959.249756
	Iteration 5F: 3 clusters Score -2.107066e+07 nChanged 17888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 162195 members 
Entering Unmasked Estep 
Score: -21087000.000000 Penalty: 3959.249756
	Iteration 6F: 3 clusters Score -2.1087e+07 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 178496 members 
Entering Unmasked Estep 
Score: -21103602.000000 Penalty: 3959.249756
	Iteration 7F: 3 clusters Score -2.11036e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 189266 members 
Entering Unmasked Estep 
Score: -21113492.000000 Penalty: 3959.249756
	Iteration 8F: 3 clusters Score -2.111349e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 193695 members 
Entering Unmasked Estep 
Score: -21117174.000000 Penalty: 3959.249756
	Iteration 9Q: 3 clusters Score -2.111717e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 194867 members 
Entering Unmasked Estep 
Score: -21118062.000000 Penalty: 3959.249756
	Iteration 10Q: 3 clusters Score -2.111806e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195118 members 
Entering Unmasked Estep 
Score: -21118270.000000 Penalty: 3959.249756
	Iteration 11Q: 3 clusters Score -2.111827e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 195168 members 
Entering Unmasked Estep 
Score: -21118336.000000 Penalty: 3959.249756
	Iteration 12Q: 3 clusters Score -2.111834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 195182 members 
Entering Unmasked Estep 
Score: -21118384.000000 Penalty: 3959.249756
	Iteration 13Q: 3 clusters Score -2.111838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195190 members 
Entering Unmasked Estep 
Score: -21118406.000000 Penalty: 3959.249756
	Iteration 14Q: 3 clusters Score -2.111841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 195193 members 
Entering Unmasked Estep 
Score: -21118434.000000 Penalty: 3959.249756
	Iteration 15Q: 3 clusters Score -2.111843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195194 members 
Entering Unmasked Estep 
Score: -21118440.000000 Penalty: 3959.249756
	Iteration 16Q: 3 clusters Score -2.111844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195195 members 
Entering Unmasked Estep 
Score: -21118454.000000 Penalty: 3959.249756
	Iteration 17Q: 3 clusters Score -2.111845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 195193 members 
Entering Unmasked Estep 
Score: -21118464.000000 Penalty: 3959.249756
	Iteration 18Q: 3 clusters Score -2.111846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195194 members 
Entering Unmasked Estep 
Score: -21118462.000000 Penalty: 3959.249756
	Iteration 19Q: 3 clusters Score -2.111846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195194 members 
Entering Unmasked Estep 
Score: -21118462.000000 Penalty: 3959.249756
	Iteration 20F: 3 clusters Score -2.111846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Entering Unmasked Estep 
Score: -5932438.000000 Penalty: 1770.993774
	Iteration 0F: 2 clusters Score -5932438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -5896220.000000 Penalty: 3541.987549
	Iteration 0F: 3 clusters Score -5896220 nChanged 25507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -5910384.000000 Penalty: 3541.987549
	Iteration 1F: 3 clusters Score -5910384 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -5910752.500000 Penalty: 3541.987549
	Iteration 2Q: 3 clusters Score -5910752 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -5911114.500000 Penalty: 3541.987549
	Iteration 3Q: 3 clusters Score -5911114 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -5911561.000000 Penalty: 3541.987549
	Iteration 4Q: 3 clusters Score -5911561 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -5912115.500000 Penalty: 3541.987549
	Iteration 5Q: 3 clusters Score -5912116 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -5912816.500000 Penalty: 3541.987549
	Iteration 6Q: 3 clusters Score -5912816 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5913878.500000 Penalty: 3541.987549
	Iteration 7Q: 3 clusters Score -5913878 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -5915359.500000 Penalty: 3541.987549
	Iteration 8Q: 3 clusters Score -5915360 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5917535.500000 Penalty: 3541.987549
	Iteration 9F: 3 clusters Score -5917536 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -5920028.500000 Penalty: 3541.987549
	Iteration 10F: 3 clusters Score -5920028 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5922121.000000 Penalty: 3541.987549
	Iteration 11F: 3 clusters Score -5922121 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -5923596.000000 Penalty: 3541.987549
	Iteration 12Q: 3 clusters Score -5923596 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -5924513.000000 Penalty: 3541.987549
	Iteration 13Q: 3 clusters Score -5924513 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -5925131.500000 Penalty: 3541.987549
	Iteration 14Q: 3 clusters Score -5925132 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5925617.000000 Penalty: 3541.987549
	Iteration 15Q: 3 clusters Score -5925617 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -5926054.500000 Penalty: 3541.987549
	Iteration 16Q: 3 clusters Score -5926054 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -5926510.000000 Penalty: 3541.987549
	Iteration 17Q: 3 clusters Score -5926510 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -5926986.000000 Penalty: 3541.987549
	Iteration 18Q: 3 clusters Score -5926986 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5927395.000000 Penalty: 3541.987549
	Iteration 19Q: 3 clusters Score -5927395 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -5927857.500000 Penalty: 3541.987549
	Iteration 20F: 3 clusters Score -5927858 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -5928328.500000 Penalty: 3541.987549
	Iteration 21Q: 3 clusters Score -5928328 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5928724.000000 Penalty: 3541.987549
	Iteration 22Q: 3 clusters Score -5928724 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5929096.500000 Penalty: 3541.987549
	Iteration 23Q: 3 clusters Score -5929096 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5929432.500000 Penalty: 3541.987549
	Iteration 24Q: 3 clusters Score -5929432 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5929767.500000 Penalty: 3541.987549
	Iteration 25Q: 3 clusters Score -5929768 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5930035.000000 Penalty: 3541.987549
	Iteration 26Q: 3 clusters Score -5930035 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5930287.000000 Penalty: 3541.987549
	Iteration 27Q: 3 clusters Score -5930287 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5930475.500000 Penalty: 3541.987549
	Iteration 28Q: 3 clusters Score -5930476 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5930579.500000 Penalty: 3541.987549
	Iteration 29Q: 3 clusters Score -5930580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5930659.500000 Penalty: 3541.987549
	Iteration 30Q: 3 clusters Score -5930660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5930727.000000 Penalty: 3541.987549
	Iteration 31Q: 3 clusters Score -5930727 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5930777.000000 Penalty: 3541.987549
	Iteration 32Q: 3 clusters Score -5930777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5930815.500000 Penalty: 3541.987549
	Iteration 33Q: 3 clusters Score -5930816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5930820.000000 Penalty: 3541.987549
	Iteration 34Q: 3 clusters Score -5930820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5930836.500000 Penalty: 3541.987549
	Iteration 35Q: 3 clusters Score -5930836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5930843.000000 Penalty: 3541.987549
	Iteration 36Q: 3 clusters Score -5930843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5930848.000000 Penalty: 3541.987549
	Iteration 37Q: 3 clusters Score -5930848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5930859.000000 Penalty: 3541.987549
	Iteration 38Q: 3 clusters Score -5930859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5930860.000000 Penalty: 3541.987549
	Iteration 39Q: 3 clusters Score -5930860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5930873.000000 Penalty: 3541.987549
	Iteration 40F: 3 clusters Score -5930873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5930877.000000 Penalty: 3541.987549
	Iteration 41Q: 3 clusters Score -5930877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5930888.000000 Penalty: 3541.987549
	Iteration 42Q: 3 clusters Score -5930888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5930900.500000 Penalty: 3541.987549
	Iteration 43Q: 3 clusters Score -5930900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5930910.000000 Penalty: 3541.987549
	Iteration 44Q: 3 clusters Score -5930910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5930901.500000 Penalty: 3541.987549
	Iteration 45Q: 3 clusters Score -5930902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5930896.500000 Penalty: 3541.987549
	Iteration 46Q: 3 clusters Score -5930896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5930910.500000 Penalty: 3541.987549
	Iteration 47Q: 3 clusters Score -5930910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5930910.500000 Penalty: 3541.987549
	Iteration 48Q: 3 clusters Score -5930910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5930913.500000 Penalty: 3541.987549
	Iteration 49Q: 3 clusters Score -5930914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5930916.500000 Penalty: 3541.987549
	Iteration 50Q: 3 clusters Score -5930916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5930915.000000 Penalty: 3541.987549
	Iteration 51Q: 3 clusters Score -5930915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5930915.500000 Penalty: 3541.987549
	Iteration 52Q: 3 clusters Score -5930916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5930915.500000 Penalty: 3541.987549
	Iteration 53Q: 3 clusters Score -5930916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5930915.500000 Penalty: 3541.987549
	Iteration 54F: 3 clusters Score -5930916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Entering Unmasked Estep 
Score: -361245.625000 Penalty: 1314.939209
	Iteration 0F: 2 clusters Score -361245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -358343.750000 Penalty: 2629.878418
	Iteration 0F: 3 clusters Score -358343.8 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -359102.406250 Penalty: 2629.878418
	Iteration 1F: 3 clusters Score -359102.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -359251.781250 Penalty: 2629.878418
	Iteration 2F: 3 clusters Score -359251.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -359337.187500 Penalty: 2629.878418
	Iteration 3Q: 3 clusters Score -359337.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -359396.562500 Penalty: 2629.878418
	Iteration 4Q: 3 clusters Score -359396.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -359449.406250 Penalty: 2629.878418
	Iteration 5Q: 3 clusters Score -359449.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -359493.687500 Penalty: 2629.878418
	Iteration 6Q: 3 clusters Score -359493.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -359529.562500 Penalty: 2629.878418
	Iteration 7Q: 3 clusters Score -359529.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -359562.593750 Penalty: 2629.878418
	Iteration 8Q: 3 clusters Score -359562.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -359588.218750 Penalty: 2629.878418
	Iteration 9Q: 3 clusters Score -359588.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -359610.156250 Penalty: 2629.878418
	Iteration 10Q: 3 clusters Score -359610.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -359635.156250 Penalty: 2629.878418
	Iteration 11Q: 3 clusters Score -359635.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -359661.187500 Penalty: 2629.878418
	Iteration 12Q: 3 clusters Score -359661.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -359689.000000 Penalty: 2629.878418
	Iteration 13Q: 3 clusters Score -359689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -359715.468750 Penalty: 2629.878418
	Iteration 14Q: 3 clusters Score -359715.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -359755.093750 Penalty: 2629.878418
	Iteration 15Q: 3 clusters Score -359755.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -359793.750000 Penalty: 2629.878418
	Iteration 16Q: 3 clusters Score -359793.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -359825.312500 Penalty: 2629.878418
	Iteration 17Q: 3 clusters Score -359825.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -359856.843750 Penalty: 2629.878418
	Iteration 18Q: 3 clusters Score -359856.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -359882.375000 Penalty: 2629.878418
	Iteration 19Q: 3 clusters Score -359882.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -359899.500000 Penalty: 2629.878418
	Iteration 20F: 3 clusters Score -359899.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -359910.531250 Penalty: 2629.878418
	Iteration 21Q: 3 clusters Score -359910.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -359920.843750 Penalty: 2629.878418
	Iteration 22Q: 3 clusters Score -359920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -359931.093750 Penalty: 2629.878418
	Iteration 23Q: 3 clusters Score -359931.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -359942.125000 Penalty: 2629.878418
	Iteration 24Q: 3 clusters Score -359942.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -359955.187500 Penalty: 2629.878418
	Iteration 25Q: 3 clusters Score -359955.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -359969.156250 Penalty: 2629.878418
	Iteration 26Q: 3 clusters Score -359969.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -359980.093750 Penalty: 2629.878418
	Iteration 27Q: 3 clusters Score -359980.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -359989.000000 Penalty: 2629.878418
	Iteration 28Q: 3 clusters Score -359989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -359993.843750 Penalty: 2629.878418
	Iteration 29Q: 3 clusters Score -359993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -359998.656250 Penalty: 2629.878418
	Iteration 30Q: 3 clusters Score -359998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -360000.500000 Penalty: 2629.878418
	Iteration 31Q: 3 clusters Score -360000.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -360001.968750 Penalty: 2629.878418
	Iteration 32Q: 3 clusters Score -360002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -360002.812500 Penalty: 2629.878418
	Iteration 33Q: 3 clusters Score -360002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -360003.625000 Penalty: 2629.878418
	Iteration 34Q: 3 clusters Score -360003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -360006.250000 Penalty: 2629.878418
	Iteration 35Q: 3 clusters Score -360006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -360009.968750 Penalty: 2629.878418
	Iteration 36Q: 3 clusters Score -360010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -360011.468750 Penalty: 2629.878418
	Iteration 37Q: 3 clusters Score -360011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -360013.906250 Penalty: 2629.878418
	Iteration 38Q: 3 clusters Score -360013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -360017.250000 Penalty: 2629.878418
	Iteration 39Q: 3 clusters Score -360017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -360019.468750 Penalty: 2629.878418
	Iteration 40F: 3 clusters Score -360019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -360019.718750 Penalty: 2629.878418
	Iteration 41Q: 3 clusters Score -360019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -360019.718750 Penalty: 2629.878418
	Iteration 42F: 3 clusters Score -360019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -34039.316406 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -34039.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33102.691406 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -33102.69 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33341.957031 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -33341.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33409.906250 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -33409.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33439.792969 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -33439.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33450.707031 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -33450.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33457.710938 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -33457.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33458.910156 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -33458.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33468.093750 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -33468.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33470.289062 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -33470.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33470.289062 Penalty: 1925.383179
	Iteration 9F: 3 clusters Score -33470.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Entering Unmasked Estep 
Score: -5846112.000000 Penalty: 1768.685303
	Iteration 0F: 2 clusters Score -5846112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -5810441.000000 Penalty: 3537.370605
	Iteration 0F: 3 clusters Score -5810441 nChanged 25216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -5825077.000000 Penalty: 3537.370605
	Iteration 1F: 3 clusters Score -5825077 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5826071.500000 Penalty: 3537.370605
	Iteration 2Q: 3 clusters Score -5826072 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5827601.500000 Penalty: 3537.370605
	Iteration 3F: 3 clusters Score -5827602 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -5829954.000000 Penalty: 3537.370605
	Iteration 4F: 3 clusters Score -5829954 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5833119.500000 Penalty: 3537.370605
	Iteration 5F: 3 clusters Score -5833120 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -5836605.500000 Penalty: 3537.370605
	Iteration 6F: 3 clusters Score -5836606 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -5839287.500000 Penalty: 3537.370605
	Iteration 7F: 3 clusters Score -5839288 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -5840758.500000 Penalty: 3537.370605
	Iteration 8Q: 3 clusters Score -5840758 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -5841434.000000 Penalty: 3537.370605
	Iteration 9Q: 3 clusters Score -5841434 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -5841823.000000 Penalty: 3537.370605
	Iteration 10Q: 3 clusters Score -5841823 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -5842125.000000 Penalty: 3537.370605
	Iteration 11Q: 3 clusters Score -5842125 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -5842417.500000 Penalty: 3537.370605
	Iteration 12Q: 3 clusters Score -5842418 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -5842686.500000 Penalty: 3537.370605
	Iteration 13Q: 3 clusters Score -5842686 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -5842895.500000 Penalty: 3537.370605
	Iteration 14Q: 3 clusters Score -5842896 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -5843127.000000 Penalty: 3537.370605
	Iteration 15Q: 3 clusters Score -5843127 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5843283.000000 Penalty: 3537.370605
	Iteration 16Q: 3 clusters Score -5843283 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -5843484.500000 Penalty: 3537.370605
	Iteration 17Q: 3 clusters Score -5843484 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -5843665.500000 Penalty: 3537.370605
	Iteration 18Q: 3 clusters Score -5843666 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5843804.500000 Penalty: 3537.370605
	Iteration 19Q: 3 clusters Score -5843804 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5843938.500000 Penalty: 3537.370605
	Iteration 20F: 3 clusters Score -5843938 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5844082.000000 Penalty: 3537.370605
	Iteration 21Q: 3 clusters Score -5844082 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5844164.500000 Penalty: 3537.370605
	Iteration 22Q: 3 clusters Score -5844164 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5844265.500000 Penalty: 3537.370605
	Iteration 23Q: 3 clusters Score -5844266 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5844347.500000 Penalty: 3537.370605
	Iteration 24Q: 3 clusters Score -5844348 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5844406.000000 Penalty: 3537.370605
	Iteration 25Q: 3 clusters Score -5844406 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5844471.500000 Penalty: 3537.370605
	Iteration 26Q: 3 clusters Score -5844472 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5844504.000000 Penalty: 3537.370605
	Iteration 27Q: 3 clusters Score -5844504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5844540.500000 Penalty: 3537.370605
	Iteration 28Q: 3 clusters Score -5844540 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5844570.500000 Penalty: 3537.370605
	Iteration 29Q: 3 clusters Score -5844570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5844581.500000 Penalty: 3537.370605
	Iteration 30Q: 3 clusters Score -5844582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5844595.500000 Penalty: 3537.370605
	Iteration 31Q: 3 clusters Score -5844596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5844617.500000 Penalty: 3537.370605
	Iteration 32Q: 3 clusters Score -5844618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5844630.500000 Penalty: 3537.370605
	Iteration 33Q: 3 clusters Score -5844630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5844651.000000 Penalty: 3537.370605
	Iteration 34Q: 3 clusters Score -5844651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5844644.500000 Penalty: 3537.370605
	Iteration 35Q: 3 clusters Score -5844644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5844656.000000 Penalty: 3537.370605
	Iteration 36Q: 3 clusters Score -5844656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5844665.000000 Penalty: 3537.370605
	Iteration 37Q: 3 clusters Score -5844665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5844669.000000 Penalty: 3537.370605
	Iteration 38Q: 3 clusters Score -5844669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5844674.000000 Penalty: 3537.370605
	Iteration 39Q: 3 clusters Score -5844674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5844682.500000 Penalty: 3537.370605
	Iteration 40F: 3 clusters Score -5844682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5844684.500000 Penalty: 3537.370605
	Iteration 41Q: 3 clusters Score -5844684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5844697.000000 Penalty: 3537.370605
	Iteration 42Q: 3 clusters Score -5844697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5844699.000000 Penalty: 3537.370605
	Iteration 43Q: 3 clusters Score -5844699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5844701.500000 Penalty: 3537.370605
	Iteration 44Q: 3 clusters Score -5844702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5844703.000000 Penalty: 3537.370605
	Iteration 45Q: 3 clusters Score -5844703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5844702.000000 Penalty: 3537.370605
	Iteration 46Q: 3 clusters Score -5844702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5844705.500000 Penalty: 3537.370605
	Iteration 47Q: 3 clusters Score -5844706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5844717.000000 Penalty: 3537.370605
	Iteration 48Q: 3 clusters Score -5844717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5844713.000000 Penalty: 3537.370605
	Iteration 49Q: 3 clusters Score -5844713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5844711.000000 Penalty: 3537.370605
	Iteration 50Q: 3 clusters Score -5844711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5844704.500000 Penalty: 3537.370605
	Iteration 51Q: 3 clusters Score -5844704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5844717.500000 Penalty: 3537.370605
	Iteration 52Q: 3 clusters Score -5844718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5844721.000000 Penalty: 3537.370605
	Iteration 53Q: 3 clusters Score -5844721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5844724.500000 Penalty: 3537.370605
	Iteration 54Q: 3 clusters Score -5844724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5844724.000000 Penalty: 3537.370605
	Iteration 55Q: 3 clusters Score -5844724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5844727.000000 Penalty: 3537.370605
	Iteration 56Q: 3 clusters Score -5844727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5844732.500000 Penalty: 3537.370605
	Iteration 57Q: 3 clusters Score -5844732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5844732.500000 Penalty: 3537.370605
	Iteration 58Q: 3 clusters Score -5844732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5844732.500000 Penalty: 3537.370605
	Iteration 59Q: 3 clusters Score -5844732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5844736.500000 Penalty: 3537.370605
	Iteration 60F: 3 clusters Score -5844736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5844733.000000 Penalty: 3537.370605
	Iteration 61Q: 3 clusters Score -5844733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5844738.000000 Penalty: 3537.370605
	Iteration 62Q: 3 clusters Score -5844738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5844738.000000 Penalty: 3537.370605
	Iteration 63F: 3 clusters Score -5844738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Entering Unmasked Estep 
Score: -689564.812500 Penalty: 1432.545898
	Iteration 0F: 2 clusters Score -689564.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -684501.187500 Penalty: 2865.091797
	Iteration 0F: 3 clusters Score -684501.2 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -686110.687500 Penalty: 2865.091797
	Iteration 1F: 3 clusters Score -686110.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -686467.000000 Penalty: 2865.091797
	Iteration 2F: 3 clusters Score -686467 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -686981.562500 Penalty: 2865.091797
	Iteration 3F: 3 clusters Score -686981.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -687655.000000 Penalty: 2865.091797
	Iteration 4F: 3 clusters Score -687655 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -688349.312500 Penalty: 2865.091797
	Iteration 5F: 3 clusters Score -688349.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -688902.250000 Penalty: 2865.091797
	Iteration 6F: 3 clusters Score -688902.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -689231.312500 Penalty: 2865.091797
	Iteration 7F: 3 clusters Score -689231.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -689372.312500 Penalty: 2865.091797
	Iteration 8Q: 3 clusters Score -689372.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -689433.437500 Penalty: 2865.091797
	Iteration 9Q: 3 clusters Score -689433.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -689451.687500 Penalty: 2865.091797
	Iteration 10Q: 3 clusters Score -689451.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -689460.312500 Penalty: 2865.091797
	Iteration 11Q: 3 clusters Score -689460.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -689462.812500 Penalty: 2865.091797
	Iteration 12Q: 3 clusters Score -689462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -689467.625000 Penalty: 2865.091797
	Iteration 13Q: 3 clusters Score -689467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -689466.875000 Penalty: 2865.091797
	Iteration 14Q: 3 clusters Score -689466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -689466.125000 Penalty: 2865.091797
	Iteration 15Q: 3 clusters Score -689466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -689467.375000 Penalty: 2865.091797
	Iteration 16Q: 3 clusters Score -689467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -689467.375000 Penalty: 2865.091797
	Iteration 17F: 3 clusters Score -689467.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Entering Unmasked Estep 
Score: -9484012.000000 Penalty: 1847.732056
	Iteration 0F: 2 clusters Score -9484012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -9426097.000000 Penalty: 3695.464111
	Iteration 0F: 3 clusters Score -9426097 nChanged 41173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -9449917.000000 Penalty: 3695.464111
	Iteration 1F: 3 clusters Score -9449917 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -9450614.000000 Penalty: 3695.464111
	Iteration 2Q: 3 clusters Score -9450614 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -9451639.000000 Penalty: 3695.464111
	Iteration 3Q: 3 clusters Score -9451639 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -9453620.000000 Penalty: 3695.464111
	Iteration 4Q: 3 clusters Score -9453620 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -9457209.000000 Penalty: 3695.464111
	Iteration 5F: 3 clusters Score -9457209 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -9463096.000000 Penalty: 3695.464111
	Iteration 6F: 3 clusters Score -9463096 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -9470600.000000 Penalty: 3695.464111
	Iteration 7F: 3 clusters Score -9470600 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -9477020.000000 Penalty: 3695.464111
	Iteration 8F: 3 clusters Score -9477020 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -9480244.000000 Penalty: 3695.464111
	Iteration 9Q: 3 clusters Score -9480244 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -9481588.000000 Penalty: 3695.464111
	Iteration 10Q: 3 clusters Score -9481588 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -9482038.000000 Penalty: 3695.464111
	Iteration 11Q: 3 clusters Score -9482038 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -9482211.000000 Penalty: 3695.464111
	Iteration 12Q: 3 clusters Score -9482211 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -9482303.000000 Penalty: 3695.464111
	Iteration 13Q: 3 clusters Score -9482303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -9482339.000000 Penalty: 3695.464111
	Iteration 14Q: 3 clusters Score -9482339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -9482373.000000 Penalty: 3695.464111
	Iteration 15Q: 3 clusters Score -9482373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -9482374.000000 Penalty: 3695.464111
	Iteration 16Q: 3 clusters Score -9482374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 86500 members 
Entering Unmasked Estep 
Score: -9482382.000000 Penalty: 3695.464111
	Iteration 17Q: 3 clusters Score -9482382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -9482379.000000 Penalty: 3695.464111
	Iteration 18Q: 3 clusters Score -9482379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -9482379.000000 Penalty: 3695.464111
	Iteration 19F: 3 clusters Score -9482379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 72265 members 
Mstep: Class 3 contains 5435 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 74202 members 
Mstep: Class 7 contains 48511 members 
Mstep: Class 8 contains 39236 members 
Mstep: Class 9 contains 128631 members 
Mstep: Class 10 contains 42114 members 
Mstep: Class 11 contains 195303 members 
Mstep: Class 13 contains 54091 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 53328 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 86739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859976.000000 Penalty: 35598.257812
Iteration 199Q: 17 clusters Score -9.385998e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 72238 members 
Mstep: Class 3 contains 5440 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 74173 members 
Mstep: Class 7 contains 48530 members 
Mstep: Class 8 contains 39367 members 
Mstep: Class 9 contains 128652 members 
Mstep: Class 10 contains 42116 members 
Mstep: Class 11 contains 195257 members 
Mstep: Class 13 contains 54093 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 53353 members 
Mstep: Class 18 contains 6592 members 
Mstep: Class 19 contains 86706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859952.000000 Penalty: 35598.257812
Iteration 200F: 17 clusters Score -9.385995e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 72215 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 74142 members 
Mstep: Class 7 contains 48548 members 
Mstep: Class 8 contains 39514 members 
Mstep: Class 9 contains 128668 members 
Mstep: Class 10 contains 42120 members 
Mstep: Class 11 contains 195172 members 
Mstep: Class 13 contains 54095 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 53388 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 86691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859904.000000 Penalty: 35598.257812
Iteration 201Q: 17 clusters Score -9.38599e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 72190 members 
Mstep: Class 3 contains 5456 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 74123 members 
Mstep: Class 7 contains 48552 members 
Mstep: Class 8 contains 39645 members 
Mstep: Class 9 contains 128709 members 
Mstep: Class 10 contains 42127 members 
Mstep: Class 11 contains 195071 members 
Mstep: Class 13 contains 54088 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 380 members 
Mstep: Class 16 contains 53410 members 
Mstep: Class 18 contains 6349 members 
Mstep: Class 19 contains 86680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860112.000000 Penalty: 35598.257812
Iteration 202Q: 17 clusters Score -9.386011e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 72158 members 
Mstep: Class 3 contains 5472 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74106 members 
Mstep: Class 7 contains 48554 members 
Mstep: Class 8 contains 39771 members 
Mstep: Class 9 contains 128754 members 
Mstep: Class 10 contains 42129 members 
Mstep: Class 11 contains 195009 members 
Mstep: Class 13 contains 54076 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 53427 members 
Mstep: Class 18 contains 6246 members 
Mstep: Class 19 contains 86651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860080.000000 Penalty: 35598.257812
Iteration 203Q: 17 clusters Score -9.386008e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 72129 members 
Mstep: Class 3 contains 5491 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74081 members 
Mstep: Class 7 contains 48551 members 
Mstep: Class 8 contains 39911 members 
Mstep: Class 9 contains 128778 members 
Mstep: Class 10 contains 42135 members 
Mstep: Class 11 contains 194960 members 
Mstep: Class 13 contains 54070 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 53443 members 
Mstep: Class 18 contains 6133 members 
Mstep: Class 19 contains 86631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860032.000000 Penalty: 35598.257812
Iteration 204Q: 17 clusters Score -9.386003e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 72104 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74055 members 
Mstep: Class 7 contains 48551 members 
Mstep: Class 8 contains 40098 members 
Mstep: Class 9 contains 128812 members 
Mstep: Class 10 contains 42141 members 
Mstep: Class 11 contains 194882 members 
Mstep: Class 13 contains 54063 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53444 members 
Mstep: Class 18 contains 6002 members 
Mstep: Class 19 contains 86620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860200.000000 Penalty: 35598.257812
Iteration 205Q: 17 clusters Score -9.38602e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 72072 members 
Mstep: Class 3 contains 5512 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74046 members 
Mstep: Class 7 contains 48556 members 
Mstep: Class 8 contains 40319 members 
Mstep: Class 9 contains 128854 members 
Mstep: Class 10 contains 42146 members 
Mstep: Class 11 contains 194755 members 
Mstep: Class 13 contains 54058 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53458 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 19 contains 86603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860400.000000 Penalty: 35598.257812
Iteration 206Q: 17 clusters Score -9.38604e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 72038 members 
Mstep: Class 3 contains 5513 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74052 members 
Mstep: Class 7 contains 48560 members 
Mstep: Class 8 contains 40538 members 
Mstep: Class 9 contains 128875 members 
Mstep: Class 10 contains 42151 members 
Mstep: Class 11 contains 194632 members 
Mstep: Class 13 contains 54054 members 
Mstep: Class 14 contains 3276 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 53469 members 
Mstep: Class 18 contains 5718 members 
Mstep: Class 19 contains 86593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860240.000000 Penalty: 35598.257812
Iteration 207Q: 17 clusters Score -9.386024e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 72002 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74053 members 
Mstep: Class 7 contains 48567 members 
Mstep: Class 8 contains 40720 members 
Mstep: Class 9 contains 128883 members 
Mstep: Class 10 contains 42158 members 
Mstep: Class 11 contains 194534 members 
Mstep: Class 13 contains 54045 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 53479 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 19 contains 86587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860264.000000 Penalty: 35598.257812
Iteration 208Q: 17 clusters Score -9.386026e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 71979 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74038 members 
Mstep: Class 7 contains 48580 members 
Mstep: Class 8 contains 40907 members 
Mstep: Class 9 contains 128894 members 
Mstep: Class 10 contains 42162 members 
Mstep: Class 11 contains 194442 members 
Mstep: Class 13 contains 54038 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 53490 members 
Mstep: Class 18 contains 5502 members 
Mstep: Class 19 contains 86571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860256.000000 Penalty: 35598.257812
Iteration 209Q: 17 clusters Score -9.386026e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 71943 members 
Mstep: Class 3 contains 5523 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74017 members 
Mstep: Class 7 contains 48591 members 
Mstep: Class 8 contains 41043 members 
Mstep: Class 9 contains 128939 members 
Mstep: Class 10 contains 42160 members 
Mstep: Class 11 contains 194356 members 
Mstep: Class 13 contains 54035 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 53497 members 
Mstep: Class 18 contains 5417 members 
Mstep: Class 19 contains 86557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860168.000000 Penalty: 35598.257812
Iteration 210Q: 17 clusters Score -9.386017e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 71908 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74006 members 
Mstep: Class 7 contains 48594 members 
Mstep: Class 8 contains 41140 members 
Mstep: Class 9 contains 128985 members 
Mstep: Class 10 contains 42162 members 
Mstep: Class 11 contains 194278 members 
Mstep: Class 13 contains 54029 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 53504 members 
Mstep: Class 18 contains 5354 members 
Mstep: Class 19 contains 86539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859968.000000 Penalty: 35598.257812
Iteration 211Q: 17 clusters Score -9.385997e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 71879 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74001 members 
Mstep: Class 7 contains 48593 members 
Mstep: Class 8 contains 41223 members 
Mstep: Class 9 contains 129036 members 
Mstep: Class 10 contains 42163 members 
Mstep: Class 11 contains 194206 members 
Mstep: Class 13 contains 54022 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 53506 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 86539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860072.000000 Penalty: 35598.257812
Iteration 212Q: 17 clusters Score -9.386007e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73995 members 
Mstep: Class 7 contains 48602 members 
Mstep: Class 8 contains 41291 members 
Mstep: Class 9 contains 129106 members 
Mstep: Class 10 contains 42163 members 
Mstep: Class 11 contains 194142 members 
Mstep: Class 13 contains 54022 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53509 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 86528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860024.000000 Penalty: 35598.257812
Iteration 213Q: 17 clusters Score -9.386002e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 71808 members 
Mstep: Class 3 contains 5521 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73985 members 
Mstep: Class 7 contains 48607 members 
Mstep: Class 8 contains 41359 members 
Mstep: Class 9 contains 129186 members 
Mstep: Class 10 contains 42166 members 
Mstep: Class 11 contains 194066 members 
Mstep: Class 13 contains 54019 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53514 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 86519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860208.000000 Penalty: 35598.257812
Iteration 214Q: 17 clusters Score -9.386021e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 71776 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73976 members 
Mstep: Class 7 contains 48612 members 
Mstep: Class 8 contains 41408 members 
Mstep: Class 9 contains 129274 members 
Mstep: Class 10 contains 42165 members 
Mstep: Class 11 contains 193992 members 
Mstep: Class 13 contains 54013 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53516 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 86507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860008.000000 Penalty: 35598.257812
Iteration 215Q: 17 clusters Score -9.386001e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 71758 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73973 members 
Mstep: Class 7 contains 48617 members 
Mstep: Class 8 contains 41463 members 
Mstep: Class 9 contains 129344 members 
Mstep: Class 10 contains 42166 members 
Mstep: Class 11 contains 193895 members 
Mstep: Class 13 contains 54021 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53522 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 86497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859936.000000 Penalty: 35598.257812
Iteration 216Q: 17 clusters Score -9.385994e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 71739 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73963 members 
Mstep: Class 7 contains 48624 members 
Mstep: Class 8 contains 41515 members 
Mstep: Class 9 contains 129413 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 193813 members 
Mstep: Class 13 contains 54025 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53526 members 
Mstep: Class 18 contains 5089 members 
Mstep: Class 19 contains 86489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860040.000000 Penalty: 35598.257812
Iteration 217Q: 17 clusters Score -9.386004e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 71719 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73967 members 
Mstep: Class 7 contains 48626 members 
Mstep: Class 8 contains 41568 members 
Mstep: Class 9 contains 129489 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 193717 members 
Mstep: Class 13 contains 54022 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53527 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 86483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859952.000000 Penalty: 35598.257812
Iteration 218Q: 17 clusters Score -9.385995e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 71705 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73969 members 
Mstep: Class 7 contains 48625 members 
Mstep: Class 8 contains 41619 members 
Mstep: Class 9 contains 129550 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 193641 members 
Mstep: Class 13 contains 54018 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53526 members 
Mstep: Class 18 contains 5022 members 
Mstep: Class 19 contains 86484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859968.000000 Penalty: 35598.257812
Iteration 219Q: 17 clusters Score -9.385997e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 71683 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73968 members 
Mstep: Class 7 contains 48622 members 
Mstep: Class 8 contains 41654 members 
Mstep: Class 9 contains 129635 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 193571 members 
Mstep: Class 13 contains 54017 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53528 members 
Mstep: Class 18 contains 4997 members 
Mstep: Class 19 contains 86474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859936.000000 Penalty: 35598.257812
Iteration 220F: 17 clusters Score -9.385994e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 71655 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73966 members 
Mstep: Class 7 contains 48616 members 
Mstep: Class 8 contains 41689 members 
Mstep: Class 9 contains 129724 members 
Mstep: Class 10 contains 42171 members 
Mstep: Class 11 contains 193506 members 
Mstep: Class 13 contains 54021 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53527 members 
Mstep: Class 18 contains 4973 members 
Mstep: Class 19 contains 86472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859944.000000 Penalty: 35598.257812
Iteration 221Q: 17 clusters Score -9.385994e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 71636 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73974 members 
Mstep: Class 7 contains 48610 members 
Mstep: Class 8 contains 41742 members 
Mstep: Class 9 contains 129800 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 193417 members 
Mstep: Class 13 contains 54020 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53524 members 
Mstep: Class 18 contains 4955 members 
Mstep: Class 19 contains 86473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859984.000000 Penalty: 35598.257812
Iteration 222Q: 17 clusters Score -9.385998e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 71608 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73980 members 
Mstep: Class 7 contains 48603 members 
Mstep: Class 8 contains 41779 members 
Mstep: Class 9 contains 129859 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 193370 members 
Mstep: Class 13 contains 54014 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53527 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 19 contains 86474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859936.000000 Penalty: 35598.257812
Iteration 223Q: 17 clusters Score -9.385994e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 71589 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73979 members 
Mstep: Class 7 contains 48602 members 
Mstep: Class 8 contains 41814 members 
Mstep: Class 9 contains 129900 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 193335 members 
Mstep: Class 13 contains 54013 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53528 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 86476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860048.000000 Penalty: 35598.257812
Iteration 224Q: 17 clusters Score -9.386005e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 71569 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73978 members 
Mstep: Class 7 contains 48593 members 
Mstep: Class 8 contains 41849 members 
Mstep: Class 9 contains 129948 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 193295 members 
Mstep: Class 13 contains 54012 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53530 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 86478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859984.000000 Penalty: 35598.257812
Iteration 225Q: 17 clusters Score -9.385998e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 71551 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73977 members 
Mstep: Class 7 contains 48592 members 
Mstep: Class 8 contains 41877 members 
Mstep: Class 9 contains 129994 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 193257 members 
Mstep: Class 13 contains 54007 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53527 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 86478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859968.000000 Penalty: 35598.257812
Iteration 226Q: 17 clusters Score -9.385997e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 71525 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73970 members 
Mstep: Class 7 contains 48591 members 
Mstep: Class 8 contains 41906 members 
Mstep: Class 9 contains 130053 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 193206 members 
Mstep: Class 13 contains 54004 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53526 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 86483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93860024.000000 Penalty: 35598.257812
Iteration 227Q: 17 clusters Score -9.386002e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 71502 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73970 members 
Mstep: Class 7 contains 48592 members 
Mstep: Class 8 contains 41922 members 
Mstep: Class 9 contains 130121 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 193163 members 
Mstep: Class 13 contains 54005 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53518 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 86481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859880.000000 Penalty: 35598.257812
Iteration 228Q: 17 clusters Score -9.385988e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 71482 members 
Mstep: Class 3 contains 5519 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73966 members 
Mstep: Class 7 contains 48594 members 
Mstep: Class 8 contains 41947 members 
Mstep: Class 9 contains 130186 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 193109 members 
Mstep: Class 13 contains 54003 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53514 members 
Mstep: Class 18 contains 4863 members 
Mstep: Class 19 contains 86480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859752.000000 Penalty: 35598.257812
Iteration 229Q: 17 clusters Score -9.385975e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 71466 members 
Mstep: Class 3 contains 5519 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73967 members 
Mstep: Class 7 contains 48588 members 
Mstep: Class 8 contains 41971 members 
Mstep: Class 9 contains 130254 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 193058 members 
Mstep: Class 13 contains 54004 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53505 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 86483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859800.000000 Penalty: 35598.257812
Iteration 230Q: 17 clusters Score -9.38598e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 71451 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73967 members 
Mstep: Class 7 contains 48586 members 
Mstep: Class 8 contains 41986 members 
Mstep: Class 9 contains 130308 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 193007 members 
Mstep: Class 13 contains 54004 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53509 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 19 contains 86485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859784.000000 Penalty: 35598.257812
Iteration 231Q: 17 clusters Score -9.385978e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 71430 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73966 members 
Mstep: Class 7 contains 48585 members 
Mstep: Class 8 contains 41996 members 
Mstep: Class 9 contains 130352 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 192971 members 
Mstep: Class 13 contains 54007 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53509 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 86484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859800.000000 Penalty: 35598.257812
Iteration 232Q: 17 clusters Score -9.38598e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 71419 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73973 members 
Mstep: Class 7 contains 48580 members 
Mstep: Class 8 contains 42003 members 
Mstep: Class 9 contains 130395 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 192922 members 
Mstep: Class 13 contains 54006 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53511 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 86486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859768.000000 Penalty: 35598.257812
Iteration 233Q: 17 clusters Score -9.385977e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 71405 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73978 members 
Mstep: Class 7 contains 48577 members 
Mstep: Class 8 contains 42008 members 
Mstep: Class 9 contains 130443 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 192874 members 
Mstep: Class 13 contains 54004 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53512 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 86489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859744.000000 Penalty: 35598.257812
Iteration 234Q: 17 clusters Score -9.385974e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 71384 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73982 members 
Mstep: Class 7 contains 48573 members 
Mstep: Class 8 contains 42017 members 
Mstep: Class 9 contains 130472 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 192856 members 
Mstep: Class 13 contains 54000 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53517 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 86485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859688.000000 Penalty: 35598.257812
Iteration 235Q: 17 clusters Score -9.385969e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 71361 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73986 members 
Mstep: Class 7 contains 48567 members 
Mstep: Class 8 contains 42023 members 
Mstep: Class 9 contains 130496 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192842 members 
Mstep: Class 13 contains 53998 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53526 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 86484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859680.000000 Penalty: 35598.257812
Iteration 236Q: 17 clusters Score -9.385968e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 71344 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73990 members 
Mstep: Class 7 contains 48561 members 
Mstep: Class 8 contains 42028 members 
Mstep: Class 9 contains 130523 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192829 members 
Mstep: Class 13 contains 53992 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53534 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 19 contains 86478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859720.000000 Penalty: 35598.257812
Iteration 237Q: 17 clusters Score -9.385972e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 71331 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73991 members 
Mstep: Class 7 contains 48558 members 
Mstep: Class 8 contains 42036 members 
Mstep: Class 9 contains 130547 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192808 members 
Mstep: Class 13 contains 53988 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53539 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 86479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859808.000000 Penalty: 35598.257812
Iteration 238Q: 17 clusters Score -9.385981e+07 nChanged 84
Entering ConstructFrom: 
Score: -93859808.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (73384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Entering Unmasked Estep 
Score: -8019921.000000 Penalty: 1820.562500
	Iteration 0F: 2 clusters Score -8019921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -7970885.500000 Penalty: 3641.125000
	Iteration 0F: 3 clusters Score -7970886 nChanged 34932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -7990830.000000 Penalty: 3641.125000
	Iteration 1F: 3 clusters Score -7990830 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -7991420.500000 Penalty: 3641.125000
	Iteration 2Q: 3 clusters Score -7991420 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -7992319.500000 Penalty: 3641.125000
	Iteration 3Q: 3 clusters Score -7992320 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -7993349.000000 Penalty: 3641.125000
	Iteration 4Q: 3 clusters Score -7993349 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -7994761.000000 Penalty: 3641.125000
	Iteration 5Q: 3 clusters Score -7994761 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -7996739.000000 Penalty: 3641.125000
	Iteration 6F: 3 clusters Score -7996739 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -7999709.000000 Penalty: 3641.125000
	Iteration 7F: 3 clusters Score -7999709 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -8003852.000000 Penalty: 3641.125000
	Iteration 8F: 3 clusters Score -8003852 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -8007761.500000 Penalty: 3641.125000
	Iteration 9F: 3 clusters Score -8007762 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -8009847.500000 Penalty: 3641.125000
	Iteration 10F: 3 clusters Score -8009848 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -8010619.000000 Penalty: 3641.125000
	Iteration 11Q: 3 clusters Score -8010619 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -8010918.000000 Penalty: 3641.125000
	Iteration 12Q: 3 clusters Score -8010918 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -8011162.000000 Penalty: 3641.125000
	Iteration 13Q: 3 clusters Score -8011162 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -8011458.000000 Penalty: 3641.125000
	Iteration 14Q: 3 clusters Score -8011458 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -8011681.500000 Penalty: 3641.125000
	Iteration 15Q: 3 clusters Score -8011682 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -8011852.500000 Penalty: 3641.125000
	Iteration 16Q: 3 clusters Score -8011852 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -8012057.500000 Penalty: 3641.125000
	Iteration 17Q: 3 clusters Score -8012058 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -8012283.000000 Penalty: 3641.125000
	Iteration 18Q: 3 clusters Score -8012283 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -8012494.500000 Penalty: 3641.125000
	Iteration 19Q: 3 clusters Score -8012494 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -8012716.000000 Penalty: 3641.125000
	Iteration 20F: 3 clusters Score -8012716 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -8012897.500000 Penalty: 3641.125000
	Iteration 21Q: 3 clusters Score -8012898 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -8013087.000000 Penalty: 3641.125000
	Iteration 22Q: 3 clusters Score -8013087 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -8013312.000000 Penalty: 3641.125000
	Iteration 23Q: 3 clusters Score -8013312 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -8013495.500000 Penalty: 3641.125000
	Iteration 24Q: 3 clusters Score -8013496 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -8013673.000000 Penalty: 3641.125000
	Iteration 25Q: 3 clusters Score -8013673 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -8013865.500000 Penalty: 3641.125000
	Iteration 26Q: 3 clusters Score -8013866 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -8014111.000000 Penalty: 3641.125000
	Iteration 27Q: 3 clusters Score -8014111 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -8014315.000000 Penalty: 3641.125000
	Iteration 28Q: 3 clusters Score -8014315 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -8014517.000000 Penalty: 3641.125000
	Iteration 29Q: 3 clusters Score -8014517 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -8014791.000000 Penalty: 3641.125000
	Iteration 30Q: 3 clusters Score -8014791 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -8015056.000000 Penalty: 3641.125000
	Iteration 31Q: 3 clusters Score -8015056 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -8015259.500000 Penalty: 3641.125000
	Iteration 32Q: 3 clusters Score -8015260 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -8015502.000000 Penalty: 3641.125000
	Iteration 33Q: 3 clusters Score -8015502 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -8015801.000000 Penalty: 3641.125000
	Iteration 34Q: 3 clusters Score -8015801 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -8016061.000000 Penalty: 3641.125000
	Iteration 35Q: 3 clusters Score -8016061 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -8016353.000000 Penalty: 3641.125000
	Iteration 36Q: 3 clusters Score -8016353 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -8016576.000000 Penalty: 3641.125000
	Iteration 37Q: 3 clusters Score -8016576 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -8016773.000000 Penalty: 3641.125000
	Iteration 38Q: 3 clusters Score -8016773 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -8017014.500000 Penalty: 3641.125000
	Iteration 39Q: 3 clusters Score -8017014 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -8017259.500000 Penalty: 3641.125000
	Iteration 40F: 3 clusters Score -8017260 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -8017404.500000 Penalty: 3641.125000
	Iteration 41Q: 3 clusters Score -8017404 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -8017546.500000 Penalty: 3641.125000
	Iteration 42Q: 3 clusters Score -8017546 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -8017711.000000 Penalty: 3641.125000
	Iteration 43Q: 3 clusters Score -8017711 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -8017820.500000 Penalty: 3641.125000
	Iteration 44Q: 3 clusters Score -8017820 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -8017935.500000 Penalty: 3641.125000
	Iteration 45Q: 3 clusters Score -8017936 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -8018032.000000 Penalty: 3641.125000
	Iteration 46Q: 3 clusters Score -8018032 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -8018107.500000 Penalty: 3641.125000
	Iteration 47Q: 3 clusters Score -8018108 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8018161.500000 Penalty: 3641.125000
	Iteration 48Q: 3 clusters Score -8018162 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8018239.000000 Penalty: 3641.125000
	Iteration 49Q: 3 clusters Score -8018239 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8018285.000000 Penalty: 3641.125000
	Iteration 50Q: 3 clusters Score -8018285 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8018346.000000 Penalty: 3641.125000
	Iteration 51Q: 3 clusters Score -8018346 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8018390.500000 Penalty: 3641.125000
	Iteration 52Q: 3 clusters Score -8018390 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8018427.500000 Penalty: 3641.125000
	Iteration 53Q: 3 clusters Score -8018428 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8018456.000000 Penalty: 3641.125000
	Iteration 54Q: 3 clusters Score -8018456 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8018483.000000 Penalty: 3641.125000
	Iteration 55Q: 3 clusters Score -8018483 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8018526.500000 Penalty: 3641.125000
	Iteration 56Q: 3 clusters Score -8018526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8018565.000000 Penalty: 3641.125000
	Iteration 57Q: 3 clusters Score -8018565 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8018583.000000 Penalty: 3641.125000
	Iteration 58Q: 3 clusters Score -8018583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8018603.000000 Penalty: 3641.125000
	Iteration 59Q: 3 clusters Score -8018603 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8018614.500000 Penalty: 3641.125000
	Iteration 60F: 3 clusters Score -8018614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8018616.000000 Penalty: 3641.125000
	Iteration 61Q: 3 clusters Score -8018616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8018628.000000 Penalty: 3641.125000
	Iteration 62Q: 3 clusters Score -8018628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8018630.500000 Penalty: 3641.125000
	Iteration 63Q: 3 clusters Score -8018630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8018636.000000 Penalty: 3641.125000
	Iteration 64Q: 3 clusters Score -8018636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8018629.000000 Penalty: 3641.125000
	Iteration 65Q: 3 clusters Score -8018629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8018640.000000 Penalty: 3641.125000
	Iteration 66Q: 3 clusters Score -8018640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8018653.000000 Penalty: 3641.125000
	Iteration 67Q: 3 clusters Score -8018653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8018647.000000 Penalty: 3641.125000
	Iteration 68Q: 3 clusters Score -8018647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8018664.500000 Penalty: 3641.125000
	Iteration 69Q: 3 clusters Score -8018664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8018661.000000 Penalty: 3641.125000
	Iteration 70Q: 3 clusters Score -8018661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8018654.000000 Penalty: 3641.125000
	Iteration 71Q: 3 clusters Score -8018654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8018661.000000 Penalty: 3641.125000
	Iteration 72Q: 3 clusters Score -8018661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8018684.500000 Penalty: 3641.125000
	Iteration 73Q: 3 clusters Score -8018684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8018688.500000 Penalty: 3641.125000
	Iteration 74Q: 3 clusters Score -8018688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8018694.000000 Penalty: 3641.125000
	Iteration 75Q: 3 clusters Score -8018694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8018684.500000 Penalty: 3641.125000
	Iteration 76Q: 3 clusters Score -8018684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8018695.500000 Penalty: 3641.125000
	Iteration 77Q: 3 clusters Score -8018696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8018698.500000 Penalty: 3641.125000
	Iteration 78Q: 3 clusters Score -8018698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8018702.500000 Penalty: 3641.125000
	Iteration 79Q: 3 clusters Score -8018702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8018708.500000 Penalty: 3641.125000
	Iteration 80F: 3 clusters Score -8018708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8018710.500000 Penalty: 3641.125000
	Iteration 81Q: 3 clusters Score -8018710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8018712.500000 Penalty: 3641.125000
	Iteration 82Q: 3 clusters Score -8018712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8018711.500000 Penalty: 3641.125000
	Iteration 83Q: 3 clusters Score -8018712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8018705.500000 Penalty: 3641.125000
	Iteration 84Q: 3 clusters Score -8018706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8018701.500000 Penalty: 3641.125000
	Iteration 85Q: 3 clusters Score -8018702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8018708.000000 Penalty: 3641.125000
	Iteration 86Q: 3 clusters Score -8018708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8018710.500000 Penalty: 3641.125000
	Iteration 87Q: 3 clusters Score -8018710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8018711.500000 Penalty: 3641.125000
	Iteration 88Q: 3 clusters Score -8018712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8018712.500000 Penalty: 3641.125000
	Iteration 89Q: 3 clusters Score -8018712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8018712.500000 Penalty: 3641.125000
	Iteration 90F: 3 clusters Score -8018712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Entering Unmasked Estep 
Score: -7802400.000000 Penalty: 1815.921875
	Iteration 0F: 2 clusters Score -7802400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -7754499.500000 Penalty: 3631.843750
	Iteration 0F: 3 clusters Score -7754500 nChanged 33800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -7774067.000000 Penalty: 3631.843750
	Iteration 1F: 3 clusters Score -7774067 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -7774564.500000 Penalty: 3631.843750
	Iteration 2Q: 3 clusters Score -7774564 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -7775103.000000 Penalty: 3631.843750
	Iteration 3Q: 3 clusters Score -7775103 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -7775783.500000 Penalty: 3631.843750
	Iteration 4Q: 3 clusters Score -7775784 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -7776664.000000 Penalty: 3631.843750
	Iteration 5Q: 3 clusters Score -7776664 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -7777721.000000 Penalty: 3631.843750
	Iteration 6Q: 3 clusters Score -7777721 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -7779146.500000 Penalty: 3631.843750
	Iteration 7Q: 3 clusters Score -7779146 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -7780826.500000 Penalty: 3631.843750
	Iteration 8Q: 3 clusters Score -7780826 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -7782658.000000 Penalty: 3631.843750
	Iteration 9Q: 3 clusters Score -7782658 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -7784479.000000 Penalty: 3631.843750
	Iteration 10Q: 3 clusters Score -7784479 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -7786197.500000 Penalty: 3631.843750
	Iteration 11Q: 3 clusters Score -7786198 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -7787573.000000 Penalty: 3631.843750
	Iteration 12Q: 3 clusters Score -7787573 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -7788613.500000 Penalty: 3631.843750
	Iteration 13Q: 3 clusters Score -7788614 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -7789406.500000 Penalty: 3631.843750
	Iteration 14Q: 3 clusters Score -7789406 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7789976.000000 Penalty: 3631.843750
	Iteration 15Q: 3 clusters Score -7789976 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -7790315.000000 Penalty: 3631.843750
	Iteration 16Q: 3 clusters Score -7790315 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -7790638.500000 Penalty: 3631.843750
	Iteration 17Q: 3 clusters Score -7790638 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -7791001.500000 Penalty: 3631.843750
	Iteration 18Q: 3 clusters Score -7791002 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -7791466.500000 Penalty: 3631.843750
	Iteration 19Q: 3 clusters Score -7791466 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -7791904.000000 Penalty: 3631.843750
	Iteration 20F: 3 clusters Score -7791904 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -7792429.000000 Penalty: 3631.843750
	Iteration 21Q: 3 clusters Score -7792429 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -7792884.500000 Penalty: 3631.843750
	Iteration 22Q: 3 clusters Score -7792884 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -7793470.000000 Penalty: 3631.843750
	Iteration 23Q: 3 clusters Score -7793470 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7794127.000000 Penalty: 3631.843750
	Iteration 24Q: 3 clusters Score -7794127 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -7794714.500000 Penalty: 3631.843750
	Iteration 25Q: 3 clusters Score -7794714 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -7795372.500000 Penalty: 3631.843750
	Iteration 26Q: 3 clusters Score -7795372 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -7796002.500000 Penalty: 3631.843750
	Iteration 27Q: 3 clusters Score -7796002 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -7796520.500000 Penalty: 3631.843750
	Iteration 28Q: 3 clusters Score -7796520 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -7797111.500000 Penalty: 3631.843750
	Iteration 29Q: 3 clusters Score -7797112 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -7797680.500000 Penalty: 3631.843750
	Iteration 30Q: 3 clusters Score -7797680 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -7798262.000000 Penalty: 3631.843750
	Iteration 31Q: 3 clusters Score -7798262 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -7798669.500000 Penalty: 3631.843750
	Iteration 32Q: 3 clusters Score -7798670 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -7799043.000000 Penalty: 3631.843750
	Iteration 33Q: 3 clusters Score -7799043 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -7799389.500000 Penalty: 3631.843750
	Iteration 34Q: 3 clusters Score -7799390 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7799698.500000 Penalty: 3631.843750
	Iteration 35Q: 3 clusters Score -7799698 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7799964.500000 Penalty: 3631.843750
	Iteration 36Q: 3 clusters Score -7799964 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7800163.000000 Penalty: 3631.843750
	Iteration 37Q: 3 clusters Score -7800163 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -7800296.500000 Penalty: 3631.843750
	Iteration 38Q: 3 clusters Score -7800296 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7800452.000000 Penalty: 3631.843750
	Iteration 39Q: 3 clusters Score -7800452 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7800588.000000 Penalty: 3631.843750
	Iteration 40F: 3 clusters Score -7800588 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7800689.000000 Penalty: 3631.843750
	Iteration 41Q: 3 clusters Score -7800689 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7800742.000000 Penalty: 3631.843750
	Iteration 42Q: 3 clusters Score -7800742 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7800789.500000 Penalty: 3631.843750
	Iteration 43Q: 3 clusters Score -7800790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7800818.500000 Penalty: 3631.843750
	Iteration 44Q: 3 clusters Score -7800818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7800863.000000 Penalty: 3631.843750
	Iteration 45Q: 3 clusters Score -7800863 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7800895.500000 Penalty: 3631.843750
	Iteration 46Q: 3 clusters Score -7800896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7800918.500000 Penalty: 3631.843750
	Iteration 47Q: 3 clusters Score -7800918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7800913.500000 Penalty: 3631.843750
	Iteration 48Q: 3 clusters Score -7800914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7800931.500000 Penalty: 3631.843750
	Iteration 49Q: 3 clusters Score -7800932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7800932.500000 Penalty: 3631.843750
	Iteration 50Q: 3 clusters Score -7800932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7800936.500000 Penalty: 3631.843750
	Iteration 51Q: 3 clusters Score -7800936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7800940.500000 Penalty: 3631.843750
	Iteration 52Q: 3 clusters Score -7800940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7800945.000000 Penalty: 3631.843750
	Iteration 53Q: 3 clusters Score -7800945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7800952.000000 Penalty: 3631.843750
	Iteration 54Q: 3 clusters Score -7800952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7800955.500000 Penalty: 3631.843750
	Iteration 55Q: 3 clusters Score -7800956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7800959.000000 Penalty: 3631.843750
	Iteration 56Q: 3 clusters Score -7800959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7800970.500000 Penalty: 3631.843750
	Iteration 57Q: 3 clusters Score -7800970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7800962.500000 Penalty: 3631.843750
	Iteration 58Q: 3 clusters Score -7800962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7800972.000000 Penalty: 3631.843750
	Iteration 59Q: 3 clusters Score -7800972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7800978.500000 Penalty: 3631.843750
	Iteration 60F: 3 clusters Score -7800978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7800982.500000 Penalty: 3631.843750
	Iteration 61Q: 3 clusters Score -7800982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7800996.000000 Penalty: 3631.843750
	Iteration 62Q: 3 clusters Score -7800996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7800992.500000 Penalty: 3631.843750
	Iteration 63Q: 3 clusters Score -7800992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7800992.000000 Penalty: 3631.843750
	Iteration 64Q: 3 clusters Score -7800992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7800995.500000 Penalty: 3631.843750
	Iteration 65Q: 3 clusters Score -7800996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7800991.500000 Penalty: 3631.843750
	Iteration 66Q: 3 clusters Score -7800992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7800992.000000 Penalty: 3631.843750
	Iteration 67Q: 3 clusters Score -7800992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7800986.500000 Penalty: 3631.843750
	Iteration 68Q: 3 clusters Score -7800986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7800990.500000 Penalty: 3631.843750
	Iteration 69Q: 3 clusters Score -7800990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7800988.000000 Penalty: 3631.843750
	Iteration 70Q: 3 clusters Score -7800988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7800993.500000 Penalty: 3631.843750
	Iteration 71Q: 3 clusters Score -7800994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7800992.000000 Penalty: 3631.843750
	Iteration 72Q: 3 clusters Score -7800992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7800994.000000 Penalty: 3631.843750
	Iteration 73Q: 3 clusters Score -7800994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7800988.000000 Penalty: 3631.843750
	Iteration 74Q: 3 clusters Score -7800988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7800988.000000 Penalty: 3631.843750
	Iteration 75Q: 3 clusters Score -7800988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7800989.500000 Penalty: 3631.843750
	Iteration 76Q: 3 clusters Score -7800990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7800990.500000 Penalty: 3631.843750
	Iteration 77Q: 3 clusters Score -7800990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7800993.500000 Penalty: 3631.843750
	Iteration 78Q: 3 clusters Score -7800994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7800996.500000 Penalty: 3631.843750
	Iteration 79Q: 3 clusters Score -7800996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7800998.500000 Penalty: 3631.843750
	Iteration 80F: 3 clusters Score -7800998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7800991.000000 Penalty: 3631.843750
	Iteration 81Q: 3 clusters Score -7800991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7800993.500000 Penalty: 3631.843750
	Iteration 82Q: 3 clusters Score -7800994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7800994.500000 Penalty: 3631.843750
	Iteration 83Q: 3 clusters Score -7800994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7800994.500000 Penalty: 3631.843750
	Iteration 84F: 3 clusters Score -7800994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -568741.687500 Penalty: 1400.003784
	Iteration 0F: 2 clusters Score -568741.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -564511.687500 Penalty: 2800.007568
	Iteration 0F: 3 clusters Score -564511.7 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -565791.312500 Penalty: 2800.007568
	Iteration 1F: 3 clusters Score -565791.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -566071.062500 Penalty: 2800.007568
	Iteration 2F: 3 clusters Score -566071.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -566342.000000 Penalty: 2800.007568
	Iteration 3F: 3 clusters Score -566342 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -566617.312500 Penalty: 2800.007568
	Iteration 4F: 3 clusters Score -566617.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -566911.625000 Penalty: 2800.007568
	Iteration 5F: 3 clusters Score -566911.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -567236.750000 Penalty: 2800.007568
	Iteration 6F: 3 clusters Score -567236.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -567490.750000 Penalty: 2800.007568
	Iteration 7Q: 3 clusters Score -567490.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -567655.937500 Penalty: 2800.007568
	Iteration 8Q: 3 clusters Score -567655.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -567773.062500 Penalty: 2800.007568
	Iteration 9Q: 3 clusters Score -567773.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -567937.062500 Penalty: 2800.007568
	Iteration 10Q: 3 clusters Score -567937.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -568163.437500 Penalty: 2800.007568
	Iteration 11Q: 3 clusters Score -568163.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -568400.875000 Penalty: 2800.007568
	Iteration 12Q: 3 clusters Score -568400.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -568602.000000 Penalty: 2800.007568
	Iteration 13Q: 3 clusters Score -568602 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -568751.375000 Penalty: 2800.007568
	Iteration 14Q: 3 clusters Score -568751.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -568859.875000 Penalty: 2800.007568
	Iteration 15Q: 3 clusters Score -568859.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -568928.687500 Penalty: 2800.007568
	Iteration 16Q: 3 clusters Score -568928.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -568977.625000 Penalty: 2800.007568
	Iteration 17Q: 3 clusters Score -568977.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -569016.687500 Penalty: 2800.007568
	Iteration 18Q: 3 clusters Score -569016.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -569042.312500 Penalty: 2800.007568
	Iteration 19Q: 3 clusters Score -569042.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -569059.375000 Penalty: 2800.007568
	Iteration 20F: 3 clusters Score -569059.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -569068.562500 Penalty: 2800.007568
	Iteration 21Q: 3 clusters Score -569068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -569071.062500 Penalty: 2800.007568
	Iteration 22Q: 3 clusters Score -569071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -569071.500000 Penalty: 2800.007568
	Iteration 23Q: 3 clusters Score -569071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -569071.250000 Penalty: 2800.007568
	Iteration 24Q: 3 clusters Score -569071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -569072.437500 Penalty: 2800.007568
	Iteration 25Q: 3 clusters Score -569072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -569072.437500 Penalty: 2800.007568
	Iteration 26F: 3 clusters Score -569072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 71318 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73989 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 48558 members 
Mstep: Class 8 contains 42044 members 
Mstep: Class 9 contains 130579 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192785 members 
Mstep: Class 13 contains 53984 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53544 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 86477 members 
Entering Unmasked Estep 
Score: -93859120.000000 Penalty: 37823.148438
Splitting cluster 3 changes total score from -93859808.000000 to -93859120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -66704.921875 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -66704.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65511.464844 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -65511.46 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65699.507812 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -65699.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65752.625000 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -65752.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65782.984375 Penalty: 2103.512451
	Iteration 3Q: 3 clusters Score -65782.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65796.835938 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -65796.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65801.031250 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -65801.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65802.812500 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -65802.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65805.445312 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -65805.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65807.664062 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -65807.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65807.664062 Penalty: 2103.512451
	Iteration 9F: 3 clusters Score -65807.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Entering Unmasked Estep 
Score: -8078471.000000 Penalty: 1821.896729
	Iteration 0F: 2 clusters Score -8078471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -8028961.500000 Penalty: 3643.793457
	Iteration 0F: 3 clusters Score -8028962 nChanged 35142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -8049225.000000 Penalty: 3643.793457
	Iteration 1F: 3 clusters Score -8049225 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -8049901.000000 Penalty: 3643.793457
	Iteration 2Q: 3 clusters Score -8049901 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -8050816.000000 Penalty: 3643.793457
	Iteration 3Q: 3 clusters Score -8050816 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -8052081.000000 Penalty: 3643.793457
	Iteration 4Q: 3 clusters Score -8052081 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -8054252.000000 Penalty: 3643.793457
	Iteration 5F: 3 clusters Score -8054252 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -8057763.500000 Penalty: 3643.793457
	Iteration 6F: 3 clusters Score -8057764 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -8062751.500000 Penalty: 3643.793457
	Iteration 7F: 3 clusters Score -8062752 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -8068205.000000 Penalty: 3643.793457
	Iteration 8F: 3 clusters Score -8068205 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -8072334.000000 Penalty: 3643.793457
	Iteration 9F: 3 clusters Score -8072334 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8074563.500000 Penalty: 3643.793457
	Iteration 10Q: 3 clusters Score -8074564 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8075632.000000 Penalty: 3643.793457
	Iteration 11Q: 3 clusters Score -8075632 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8076111.500000 Penalty: 3643.793457
	Iteration 12Q: 3 clusters Score -8076112 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8076372.000000 Penalty: 3643.793457
	Iteration 13Q: 3 clusters Score -8076372 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8076538.500000 Penalty: 3643.793457
	Iteration 14Q: 3 clusters Score -8076538 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8076676.500000 Penalty: 3643.793457
	Iteration 15Q: 3 clusters Score -8076676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8076750.000000 Penalty: 3643.793457
	Iteration 16Q: 3 clusters Score -8076750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8076806.500000 Penalty: 3643.793457
	Iteration 17Q: 3 clusters Score -8076806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8076841.000000 Penalty: 3643.793457
	Iteration 18Q: 3 clusters Score -8076841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8076862.000000 Penalty: 3643.793457
	Iteration 19Q: 3 clusters Score -8076862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8076881.500000 Penalty: 3643.793457
	Iteration 20F: 3 clusters Score -8076882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8076911.000000 Penalty: 3643.793457
	Iteration 21Q: 3 clusters Score -8076911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8076917.000000 Penalty: 3643.793457
	Iteration 22Q: 3 clusters Score -8076917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8076926.500000 Penalty: 3643.793457
	Iteration 23Q: 3 clusters Score -8076926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8076938.000000 Penalty: 3643.793457
	Iteration 24Q: 3 clusters Score -8076938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8076944.000000 Penalty: 3643.793457
	Iteration 25Q: 3 clusters Score -8076944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8076955.000000 Penalty: 3643.793457
	Iteration 26Q: 3 clusters Score -8076955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8076968.000000 Penalty: 3643.793457
	Iteration 27Q: 3 clusters Score -8076968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8076981.500000 Penalty: 3643.793457
	Iteration 28Q: 3 clusters Score -8076982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8076993.500000 Penalty: 3643.793457
	Iteration 29Q: 3 clusters Score -8076994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8077008.500000 Penalty: 3643.793457
	Iteration 30Q: 3 clusters Score -8077008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8077008.500000 Penalty: 3643.793457
	Iteration 31Q: 3 clusters Score -8077008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8077011.000000 Penalty: 3643.793457
	Iteration 32Q: 3 clusters Score -8077011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8077012.000000 Penalty: 3643.793457
	Iteration 33Q: 3 clusters Score -8077012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8077012.000000 Penalty: 3643.793457
	Iteration 34F: 3 clusters Score -8077012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Entering Unmasked Estep 
Score: -5310748.000000 Penalty: 1753.458496
	Iteration 0F: 2 clusters Score -5310748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -5278132.500000 Penalty: 3506.916992
	Iteration 0F: 3 clusters Score -5278132 nChanged 22881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5291174.500000 Penalty: 3506.916992
	Iteration 1F: 3 clusters Score -5291174 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5291725.500000 Penalty: 3506.916992
	Iteration 2Q: 3 clusters Score -5291726 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -5292416.000000 Penalty: 3506.916992
	Iteration 3Q: 3 clusters Score -5292416 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -5293260.000000 Penalty: 3506.916992
	Iteration 4Q: 3 clusters Score -5293260 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5294278.500000 Penalty: 3506.916992
	Iteration 5Q: 3 clusters Score -5294278 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -5295443.500000 Penalty: 3506.916992
	Iteration 6Q: 3 clusters Score -5295444 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5296866.000000 Penalty: 3506.916992
	Iteration 7F: 3 clusters Score -5296866 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5298470.500000 Penalty: 3506.916992
	Iteration 8F: 3 clusters Score -5298470 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5299989.000000 Penalty: 3506.916992
	Iteration 9F: 3 clusters Score -5299989 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -5301007.000000 Penalty: 3506.916992
	Iteration 10Q: 3 clusters Score -5301007 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5301511.500000 Penalty: 3506.916992
	Iteration 11Q: 3 clusters Score -5301512 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -5301739.500000 Penalty: 3506.916992
	Iteration 12Q: 3 clusters Score -5301740 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -5301885.500000 Penalty: 3506.916992
	Iteration 13Q: 3 clusters Score -5301886 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5302034.000000 Penalty: 3506.916992
	Iteration 14Q: 3 clusters Score -5302034 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -5302118.500000 Penalty: 3506.916992
	Iteration 15Q: 3 clusters Score -5302118 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -5302256.500000 Penalty: 3506.916992
	Iteration 16Q: 3 clusters Score -5302256 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -5302347.500000 Penalty: 3506.916992
	Iteration 17Q: 3 clusters Score -5302348 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -5302448.500000 Penalty: 3506.916992
	Iteration 18Q: 3 clusters Score -5302448 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -5302552.500000 Penalty: 3506.916992
	Iteration 19Q: 3 clusters Score -5302552 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5302660.500000 Penalty: 3506.916992
	Iteration 20F: 3 clusters Score -5302660 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5302771 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -5302819.500000 Penalty: 3506.916992
	Iteration 22Q: 3 clusters Score -5302820 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -5302895.000000 Penalty: 3506.916992
	Iteration 23Q: 3 clusters Score -5302895 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5302927.500000 Penalty: 3506.916992
	Iteration 24Q: 3 clusters Score -5302928 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -5302977.500000 Penalty: 3506.916992
	Iteration 25Q: 3 clusters Score -5302978 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -5303069.000000 Penalty: 3506.916992
	Iteration 26Q: 3 clusters Score -5303069 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -5303135.500000 Penalty: 3506.916992
	Iteration 27Q: 3 clusters Score -5303136 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -5303209.500000 Penalty: 3506.916992
	Iteration 28Q: 3 clusters Score -5303210 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -5303249.000000 Penalty: 3506.916992
	Iteration 29Q: 3 clusters Score -5303249 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5303307.500000 Penalty: 3506.916992
	Iteration 30Q: 3 clusters Score -5303308 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5303377.000000 Penalty: 3506.916992
	Iteration 31Q: 3 clusters Score -5303377 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5303459.500000 Penalty: 3506.916992
	Iteration 32Q: 3 clusters Score -5303460 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5303534.000000 Penalty: 3506.916992
	Iteration 33Q: 3 clusters Score -5303534 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -5303630.000000 Penalty: 3506.916992
	Iteration 34Q: 3 clusters Score -5303630 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5303727.500000 Penalty: 3506.916992
	Iteration 35Q: 3 clusters Score -5303728 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -5303809.000000 Penalty: 3506.916992
	Iteration 36Q: 3 clusters Score -5303809 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -5303952.500000 Penalty: 3506.916992
	Iteration 37Q: 3 clusters Score -5303952 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5304037.000000 Penalty: 3506.916992
	Iteration 38Q: 3 clusters Score -5304037 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -5304184.500000 Penalty: 3506.916992
	Iteration 39Q: 3 clusters Score -5304184 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5304321.000000 Penalty: 3506.916992
	Iteration 40F: 3 clusters Score -5304321 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -5304459.500000 Penalty: 3506.916992
	Iteration 41Q: 3 clusters Score -5304460 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -5304578.500000 Penalty: 3506.916992
	Iteration 42Q: 3 clusters Score -5304578 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -5304722.500000 Penalty: 3506.916992
	Iteration 43Q: 3 clusters Score -5304722 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -5304857.000000 Penalty: 3506.916992
	Iteration 44Q: 3 clusters Score -5304857 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5305036.500000 Penalty: 3506.916992
	Iteration 45Q: 3 clusters Score -5305036 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -5305161.500000 Penalty: 3506.916992
	Iteration 46Q: 3 clusters Score -5305162 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -5305338.500000 Penalty: 3506.916992
	Iteration 47Q: 3 clusters Score -5305338 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -5305505.000000 Penalty: 3506.916992
	Iteration 48Q: 3 clusters Score -5305505 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -5305673.500000 Penalty: 3506.916992
	Iteration 49Q: 3 clusters Score -5305674 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -5305866.500000 Penalty: 3506.916992
	Iteration 50Q: 3 clusters Score -5305866 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -5306085.000000 Penalty: 3506.916992
	Iteration 51Q: 3 clusters Score -5306085 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -5306274.000000 Penalty: 3506.916992
	Iteration 52Q: 3 clusters Score -5306274 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -5306487.000000 Penalty: 3506.916992
	Iteration 53Q: 3 clusters Score -5306487 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5306687 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -5306851.000000 Penalty: 3506.916992
	Iteration 55Q: 3 clusters Score -5306851 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -5307070.500000 Penalty: 3506.916992
	Iteration 56Q: 3 clusters Score -5307070 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -5307225.500000 Penalty: 3506.916992
	Iteration 57Q: 3 clusters Score -5307226 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -5307332.000000 Penalty: 3506.916992
	Iteration 58Q: 3 clusters Score -5307332 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -5307465.500000 Penalty: 3506.916992
	Iteration 59Q: 3 clusters Score -5307466 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -5307584.000000 Penalty: 3506.916992
	Iteration 60F: 3 clusters Score -5307584 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -5307722.000000 Penalty: 3506.916992
	Iteration 61Q: 3 clusters Score -5307722 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5307845.500000 Penalty: 3506.916992
	Iteration 62Q: 3 clusters Score -5307846 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -5308004.500000 Penalty: 3506.916992
	Iteration 63Q: 3 clusters Score -5308004 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5308066.500000 Penalty: 3506.916992
	Iteration 64Q: 3 clusters Score -5308066 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -5308192.500000 Penalty: 3506.916992
	Iteration 65Q: 3 clusters Score -5308192 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -5308272.500000 Penalty: 3506.916992
	Iteration 66Q: 3 clusters Score -5308272 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5308365.500000 Penalty: 3506.916992
	Iteration 67Q: 3 clusters Score -5308366 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5308430.000000 Penalty: 3506.916992
	Iteration 68Q: 3 clusters Score -5308430 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5308492.000000 Penalty: 3506.916992
	Iteration 69Q: 3 clusters Score -5308492 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5308534.000000 Penalty: 3506.916992
	Iteration 70Q: 3 clusters Score -5308534 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5308595.500000 Penalty: 3506.916992
	Iteration 71Q: 3 clusters Score -5308596 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5308674.000000 Penalty: 3506.916992
	Iteration 72Q: 3 clusters Score -5308674 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5308737.500000 Penalty: 3506.916992
	Iteration 73Q: 3 clusters Score -5308738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5308798.500000 Penalty: 3506.916992
	Iteration 74Q: 3 clusters Score -5308798 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5308854.500000 Penalty: 3506.916992
	Iteration 75Q: 3 clusters Score -5308854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5308881.000000 Penalty: 3506.916992
	Iteration 76Q: 3 clusters Score -5308881 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5308915.500000 Penalty: 3506.916992
	Iteration 77Q: 3 clusters Score -5308916 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5308960.000000 Penalty: 3506.916992
	Iteration 78Q: 3 clusters Score -5308960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5309018.500000 Penalty: 3506.916992
	Iteration 79Q: 3 clusters Score -5309018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5309045.500000 Penalty: 3506.916992
	Iteration 80F: 3 clusters Score -5309046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5309077.500000 Penalty: 3506.916992
	Iteration 81Q: 3 clusters Score -5309078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5309095.000000 Penalty: 3506.916992
	Iteration 82Q: 3 clusters Score -5309095 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5309124.500000 Penalty: 3506.916992
	Iteration 83Q: 3 clusters Score -5309124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5309142.000000 Penalty: 3506.916992
	Iteration 84Q: 3 clusters Score -5309142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5309177.500000 Penalty: 3506.916992
	Iteration 85Q: 3 clusters Score -5309178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5309185.000000 Penalty: 3506.916992
	Iteration 86Q: 3 clusters Score -5309185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5309198.000000 Penalty: 3506.916992
	Iteration 87Q: 3 clusters Score -5309198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5309207.500000 Penalty: 3506.916992
	Iteration 88Q: 3 clusters Score -5309208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5309228.000000 Penalty: 3506.916992
	Iteration 89Q: 3 clusters Score -5309228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5309238.500000 Penalty: 3506.916992
	Iteration 90Q: 3 clusters Score -5309238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5309254.000000 Penalty: 3506.916992
	Iteration 91Q: 3 clusters Score -5309254 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5309269.000000 Penalty: 3506.916992
	Iteration 92Q: 3 clusters Score -5309269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5309277.000000 Penalty: 3506.916992
	Iteration 93Q: 3 clusters Score -5309277 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5309290.000000 Penalty: 3506.916992
	Iteration 94Q: 3 clusters Score -5309290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5309308.000000 Penalty: 3506.916992
	Iteration 95Q: 3 clusters Score -5309308 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5309326.000000 Penalty: 3506.916992
	Iteration 96Q: 3 clusters Score -5309326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5309335.000000 Penalty: 3506.916992
	Iteration 97Q: 3 clusters Score -5309335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5309338.000000 Penalty: 3506.916992
	Iteration 98Q: 3 clusters Score -5309338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5309335.500000 Penalty: 3506.916992
	Iteration 99Q: 3 clusters Score -5309336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5309345.500000 Penalty: 3506.916992
	Iteration 100F: 3 clusters Score -5309346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5309354.000000 Penalty: 3506.916992
	Iteration 101Q: 3 clusters Score -5309354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5309361.000000 Penalty: 3506.916992
	Iteration 102Q: 3 clusters Score -5309361 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5309353.000000 Penalty: 3506.916992
	Iteration 103Q: 3 clusters Score -5309353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5309361.000000 Penalty: 3506.916992
	Iteration 104Q: 3 clusters Score -5309361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5309366.000000 Penalty: 3506.916992
	Iteration 105Q: 3 clusters Score -5309366 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5309368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5309373.000000 Penalty: 3506.916992
	Iteration 107Q: 3 clusters Score -5309373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5309372.000000 Penalty: 3506.916992
	Iteration 108Q: 3 clusters Score -5309372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5309368.500000 Penalty: 3506.916992
	Iteration 109Q: 3 clusters Score -5309368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5309369.500000 Penalty: 3506.916992
	Iteration 110Q: 3 clusters Score -5309370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5309372.500000 Penalty: 3506.916992
	Iteration 111Q: 3 clusters Score -5309372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5309386.500000 Penalty: 3506.916992
	Iteration 112Q: 3 clusters Score -5309386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5309386.000000 Penalty: 3506.916992
	Iteration 113Q: 3 clusters Score -5309386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5309382.500000 Penalty: 3506.916992
	Iteration 114Q: 3 clusters Score -5309382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5309392.000000 Penalty: 3506.916992
	Iteration 115Q: 3 clusters Score -5309392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5309389.500000 Penalty: 3506.916992
	Iteration 116Q: 3 clusters Score -5309390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5309403.000000 Penalty: 3506.916992
	Iteration 117Q: 3 clusters Score -5309403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5309406.000000 Penalty: 3506.916992
	Iteration 118Q: 3 clusters Score -5309406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5309408.000000 Penalty: 3506.916992
	Iteration 119Q: 3 clusters Score -5309408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5309408.000000 Penalty: 3506.916992
	Iteration 120F: 3 clusters Score -5309408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Entering Unmasked Estep 
Score: -4431055.000000 Penalty: 1730.051636
	Iteration 0F: 2 clusters Score -4431055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4402875.000000 Penalty: 3460.103271
	Iteration 0F: 3 clusters Score -4402875 nChanged 19521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4413688.500000 Penalty: 3460.103271
	Iteration 1F: 3 clusters Score -4413688 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4414212.000000 Penalty: 3460.103271
	Iteration 2Q: 3 clusters Score -4414212 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4414836.000000 Penalty: 3460.103271
	Iteration 3Q: 3 clusters Score -4414836 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4415808.500000 Penalty: 3460.103271
	Iteration 4F: 3 clusters Score -4415808 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4417348.500000 Penalty: 3460.103271
	Iteration 5F: 3 clusters Score -4417348 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4419710.500000 Penalty: 3460.103271
	Iteration 6F: 3 clusters Score -4419710 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -4422751.000000 Penalty: 3460.103271
	Iteration 7F: 3 clusters Score -4422751 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -4425602.500000 Penalty: 3460.103271
	Iteration 8F: 3 clusters Score -4425602 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4427594.000000 Penalty: 3460.103271
	Iteration 9Q: 3 clusters Score -4427594 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4428733.500000 Penalty: 3460.103271
	Iteration 10Q: 3 clusters Score -4428734 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4429261.500000 Penalty: 3460.103271
	Iteration 11Q: 3 clusters Score -4429262 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4429481.500000 Penalty: 3460.103271
	Iteration 12Q: 3 clusters Score -4429482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4429576.000000 Penalty: 3460.103271
	Iteration 13Q: 3 clusters Score -4429576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4429642.500000 Penalty: 3460.103271
	Iteration 14Q: 3 clusters Score -4429642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4429672.500000 Penalty: 3460.103271
	Iteration 15Q: 3 clusters Score -4429672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4429704.000000 Penalty: 3460.103271
	Iteration 16Q: 3 clusters Score -4429704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4429734.000000 Penalty: 3460.103271
	Iteration 17Q: 3 clusters Score -4429734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4429755.500000 Penalty: 3460.103271
	Iteration 18Q: 3 clusters Score -4429756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4429763.000000 Penalty: 3460.103271
	Iteration 19Q: 3 clusters Score -4429763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4429771.500000 Penalty: 3460.103271
	Iteration 20F: 3 clusters Score -4429772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4429775.500000 Penalty: 3460.103271
	Iteration 21Q: 3 clusters Score -4429776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4429777.500000 Penalty: 3460.103271
	Iteration 22Q: 3 clusters Score -4429778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4429778.000000 Penalty: 3460.103271
	Iteration 23Q: 3 clusters Score -4429778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4429779.500000 Penalty: 3460.103271
	Iteration 24Q: 3 clusters Score -4429780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4429779.500000 Penalty: 3460.103271
	Iteration 25F: 3 clusters Score -4429780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (130579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Entering Unmasked Estep 
Score: -14171464.000000 Penalty: 1914.206665
	Iteration 0F: 2 clusters Score -1.417146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -14083814.000000 Penalty: 3828.413330
	Iteration 0F: 3 clusters Score -1.408381e+07 nChanged 63056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -14120648.000000 Penalty: 3828.413330
	Iteration 1F: 3 clusters Score -1.412065e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -14121569.000000 Penalty: 3828.413330
	Iteration 2Q: 3 clusters Score -1.412157e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -14123026.000000 Penalty: 3828.413330
	Iteration 3Q: 3 clusters Score -1.412303e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -14125332.000000 Penalty: 3828.413330
	Iteration 4Q: 3 clusters Score -1.412533e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -14129692.000000 Penalty: 3828.413330
	Iteration 5F: 3 clusters Score -1.412969e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -14136949.000000 Penalty: 3828.413330
	Iteration 6F: 3 clusters Score -1.413695e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 103078 members 
Entering Unmasked Estep 
Score: -14146621.000000 Penalty: 3828.413330
	Iteration 7F: 3 clusters Score -1.414662e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -14155880.000000 Penalty: 3828.413330
	Iteration 8F: 3 clusters Score -1.415588e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 117760 members 
Entering Unmasked Estep 
Score: -14161970.000000 Penalty: 3828.413330
	Iteration 9Q: 3 clusters Score -1.416197e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 120617 members 
Entering Unmasked Estep 
Score: -14165113.000000 Penalty: 3828.413330
	Iteration 10Q: 3 clusters Score -1.416511e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
Score: -14166523.000000 Penalty: 3828.413330
	Iteration 11Q: 3 clusters Score -1.416652e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -14167193.000000 Penalty: 3828.413330
	Iteration 12Q: 3 clusters Score -1.416719e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 124282 members 
Entering Unmasked Estep 
Score: -14167765.000000 Penalty: 3828.413330
	Iteration 13Q: 3 clusters Score -1.416776e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 125095 members 
Entering Unmasked Estep 
Score: -14168180.000000 Penalty: 3828.413330
	Iteration 14Q: 3 clusters Score -1.416818e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 125750 members 
Entering Unmasked Estep 
Score: -14168506.000000 Penalty: 3828.413330
	Iteration 15Q: 3 clusters Score -1.416851e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
Score: -14168783.000000 Penalty: 3828.413330
	Iteration 16Q: 3 clusters Score -1.416878e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 126783 members 
Entering Unmasked Estep 
Score: -14169014.000000 Penalty: 3828.413330
	Iteration 17Q: 3 clusters Score -1.416901e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 127214 members 
Entering Unmasked Estep 
Score: -14169233.000000 Penalty: 3828.413330
	Iteration 18Q: 3 clusters Score -1.416923e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 127550 members 
Entering Unmasked Estep 
Score: -14169382.000000 Penalty: 3828.413330
	Iteration 19Q: 3 clusters Score -1.416938e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 127793 members 
Entering Unmasked Estep 
Score: -14169508.000000 Penalty: 3828.413330
	Iteration 20F: 3 clusters Score -1.416951e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 127977 members 
Entering Unmasked Estep 
Score: -14169635.000000 Penalty: 3828.413330
	Iteration 21Q: 3 clusters Score -1.416964e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -14169706.000000 Penalty: 3828.413330
	Iteration 22Q: 3 clusters Score -1.416971e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 128252 members 
Entering Unmasked Estep 
Score: -14169777.000000 Penalty: 3828.413330
	Iteration 23Q: 3 clusters Score -1.416978e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 128373 members 
Entering Unmasked Estep 
Score: -14169843.000000 Penalty: 3828.413330
	Iteration 24Q: 3 clusters Score -1.416984e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 128462 members 
Entering Unmasked Estep 
Score: -14169876.000000 Penalty: 3828.413330
	Iteration 25Q: 3 clusters Score -1.416988e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 128548 members 
Entering Unmasked Estep 
Score: -14169870.000000 Penalty: 3828.413330
	Iteration 26Q: 3 clusters Score -1.416987e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 128622 members 
Entering Unmasked Estep 
Score: -14169862.000000 Penalty: 3828.413330
	Iteration 27Q: 3 clusters Score -1.416986e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 128690 members 
Entering Unmasked Estep 
Score: -14169863.000000 Penalty: 3828.413330
	Iteration 28Q: 3 clusters Score -1.416986e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 128749 members 
Entering Unmasked Estep 
Score: -14169880.000000 Penalty: 3828.413330
	Iteration 29Q: 3 clusters Score -1.416988e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 128815 members 
Entering Unmasked Estep 
Score: -14169897.000000 Penalty: 3828.413330
	Iteration 30Q: 3 clusters Score -1.41699e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 128873 members 
Entering Unmasked Estep 
Score: -14169915.000000 Penalty: 3828.413330
	Iteration 31Q: 3 clusters Score -1.416992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 128915 members 
Entering Unmasked Estep 
Score: -14169927.000000 Penalty: 3828.413330
	Iteration 32Q: 3 clusters Score -1.416993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 128948 members 
Entering Unmasked Estep 
Score: -14169935.000000 Penalty: 3828.413330
	Iteration 33Q: 3 clusters Score -1.416994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 128973 members 
Entering Unmasked Estep 
Score: -14169931.000000 Penalty: 3828.413330
	Iteration 34Q: 3 clusters Score -1.416993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 128985 members 
Entering Unmasked Estep 
Score: -14169923.000000 Penalty: 3828.413330
	Iteration 35Q: 3 clusters Score -1.416992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 128995 members 
Entering Unmasked Estep 
Score: -14169934.000000 Penalty: 3828.413330
	Iteration 36Q: 3 clusters Score -1.416993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 129008 members 
Entering Unmasked Estep 
Score: -14169943.000000 Penalty: 3828.413330
	Iteration 37Q: 3 clusters Score -1.416994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 129024 members 
Entering Unmasked Estep 
Score: -14169962.000000 Penalty: 3828.413330
	Iteration 38Q: 3 clusters Score -1.416996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -14169959.000000 Penalty: 3828.413330
	Iteration 39Q: 3 clusters Score -1.416996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 129041 members 
Entering Unmasked Estep 
Score: -14169963.000000 Penalty: 3828.413330
	Iteration 40F: 3 clusters Score -1.416996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 129049 members 
Entering Unmasked Estep 
Score: -14169969.000000 Penalty: 3828.413330
	Iteration 41Q: 3 clusters Score -1.416997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 129053 members 
Entering Unmasked Estep 
Score: -14169968.000000 Penalty: 3828.413330
	Iteration 42Q: 3 clusters Score -1.416997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 129057 members 
Entering Unmasked Estep 
Score: -14169957.000000 Penalty: 3828.413330
	Iteration 43Q: 3 clusters Score -1.416996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 129058 members 
Entering Unmasked Estep 
Score: -14169958.000000 Penalty: 3828.413330
	Iteration 44Q: 3 clusters Score -1.416996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 129059 members 
Entering Unmasked Estep 
Score: -14169962.000000 Penalty: 3828.413330
	Iteration 45Q: 3 clusters Score -1.416996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 129062 members 
Entering Unmasked Estep 
Score: -14169955.000000 Penalty: 3828.413330
	Iteration 46Q: 3 clusters Score -1.416996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 129063 members 
Entering Unmasked Estep 
Score: -14169954.000000 Penalty: 3828.413330
	Iteration 47Q: 3 clusters Score -1.416995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 129063 members 
Entering Unmasked Estep 
Score: -14169957.000000 Penalty: 3828.413330
	Iteration 48Q: 3 clusters Score -1.416996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 129063 members 
Entering Unmasked Estep 
Score: -14169957.000000 Penalty: 3828.413330
	Iteration 49F: 3 clusters Score -1.416996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Entering Unmasked Estep 
Score: -4487313.000000 Penalty: 1730.534180
	Iteration 0F: 2 clusters Score -4487313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4459088.500000 Penalty: 3461.068359
	Iteration 0F: 3 clusters Score -4459088 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4470254.000000 Penalty: 3461.068359
	Iteration 1F: 3 clusters Score -4470254 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4470674.500000 Penalty: 3461.068359
	Iteration 2Q: 3 clusters Score -4470674 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -4471086.000000 Penalty: 3461.068359
	Iteration 3Q: 3 clusters Score -4471086 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4471480.500000 Penalty: 3461.068359
	Iteration 4Q: 3 clusters Score -4471480 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4471930.000000 Penalty: 3461.068359
	Iteration 5Q: 3 clusters Score -4471930 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4472516.000000 Penalty: 3461.068359
	Iteration 6Q: 3 clusters Score -4472516 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4473229.000000 Penalty: 3461.068359
	Iteration 7Q: 3 clusters Score -4473229 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4474236.000000 Penalty: 3461.068359
	Iteration 8Q: 3 clusters Score -4474236 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4475463.000000 Penalty: 3461.068359
	Iteration 9Q: 3 clusters Score -4475463 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4476866.500000 Penalty: 3461.068359
	Iteration 10Q: 3 clusters Score -4476866 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4478133.000000 Penalty: 3461.068359
	Iteration 11Q: 3 clusters Score -4478133 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4479097.500000 Penalty: 3461.068359
	Iteration 12Q: 3 clusters Score -4479098 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4479736.000000 Penalty: 3461.068359
	Iteration 13Q: 3 clusters Score -4479736 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4480270.000000 Penalty: 3461.068359
	Iteration 14Q: 3 clusters Score -4480270 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -4480787.500000 Penalty: 3461.068359
	Iteration 15Q: 3 clusters Score -4480788 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -4481307.500000 Penalty: 3461.068359
	Iteration 16Q: 3 clusters Score -4481308 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4481821.000000 Penalty: 3461.068359
	Iteration 17Q: 3 clusters Score -4481821 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4482379.500000 Penalty: 3461.068359
	Iteration 18Q: 3 clusters Score -4482380 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4482999.000000 Penalty: 3461.068359
	Iteration 19Q: 3 clusters Score -4482999 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4483606.000000 Penalty: 3461.068359
	Iteration 20F: 3 clusters Score -4483606 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4484172.000000 Penalty: 3461.068359
	Iteration 21Q: 3 clusters Score -4484172 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4484716.000000 Penalty: 3461.068359
	Iteration 22Q: 3 clusters Score -4484716 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4485157.000000 Penalty: 3461.068359
	Iteration 23Q: 3 clusters Score -4485157 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4485481.500000 Penalty: 3461.068359
	Iteration 24Q: 3 clusters Score -4485482 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4485690.000000 Penalty: 3461.068359
	Iteration 25Q: 3 clusters Score -4485690 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4485822.500000 Penalty: 3461.068359
	Iteration 26Q: 3 clusters Score -4485822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4485901.000000 Penalty: 3461.068359
	Iteration 27Q: 3 clusters Score -4485901 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4485950.000000 Penalty: 3461.068359
	Iteration 28Q: 3 clusters Score -4485950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4485978.000000 Penalty: 3461.068359
	Iteration 29Q: 3 clusters Score -4485978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4486001.500000 Penalty: 3461.068359
	Iteration 30Q: 3 clusters Score -4486002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4486015.500000 Penalty: 3461.068359
	Iteration 31Q: 3 clusters Score -4486016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4486021.000000 Penalty: 3461.068359
	Iteration 32Q: 3 clusters Score -4486021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4486034.000000 Penalty: 3461.068359
	Iteration 33Q: 3 clusters Score -4486034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4486042.000000 Penalty: 3461.068359
	Iteration 34Q: 3 clusters Score -4486042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4486043.500000 Penalty: 3461.068359
	Iteration 35Q: 3 clusters Score -4486044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4486047.500000 Penalty: 3461.068359
	Iteration 36Q: 3 clusters Score -4486048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4486045.500000 Penalty: 3461.068359
	Iteration 37Q: 3 clusters Score -4486046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4486044.000000 Penalty: 3461.068359
	Iteration 38Q: 3 clusters Score -4486044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4486047.500000 Penalty: 3461.068359
	Iteration 39Q: 3 clusters Score -4486048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4486044.500000 Penalty: 3461.068359
	Iteration 40F: 3 clusters Score -4486044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4486046.000000 Penalty: 3461.068359
	Iteration 41Q: 3 clusters Score -4486046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4486054.500000 Penalty: 3461.068359
	Iteration 42Q: 3 clusters Score -4486054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4486053.500000 Penalty: 3461.068359
	Iteration 43Q: 3 clusters Score -4486054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4486060.000000 Penalty: 3461.068359
	Iteration 44Q: 3 clusters Score -4486060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4486059.000000 Penalty: 3461.068359
	Iteration 45Q: 3 clusters Score -4486059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4486064.500000 Penalty: 3461.068359
	Iteration 46Q: 3 clusters Score -4486064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4486064.500000 Penalty: 3461.068359
	Iteration 47F: 3 clusters Score -4486064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (192785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192785 members 
Entering Unmasked Estep 
Score: -20858010.000000 Penalty: 1977.516235
	Iteration 0F: 2 clusters Score -2.085801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -20730950.000000 Penalty: 3955.032471
	Iteration 0F: 3 clusters Score -2.073095e+07 nChanged 93449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -20786594.000000 Penalty: 3955.032471
	Iteration 1F: 3 clusters Score -2.078659e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Mstep: Class 2 contains 105354 members 
Entering Unmasked Estep 
Score: -20787716.000000 Penalty: 3955.032471
	Iteration 2Q: 3 clusters Score -2.078772e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -20789492.000000 Penalty: 3955.032471
	Iteration 3Q: 3 clusters Score -2.078949e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 117388 members 
Entering Unmasked Estep 
Score: -20792456.000000 Penalty: 3955.032471
	Iteration 4Q: 3 clusters Score -2.079246e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -20798056.000000 Penalty: 3955.032471
	Iteration 5F: 3 clusters Score -2.079806e+07 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 141780 members 
Entering Unmasked Estep 
Score: -20807986.000000 Penalty: 3955.032471
	Iteration 6F: 3 clusters Score -2.080799e+07 nChanged 16881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 158649 members 
Entering Unmasked Estep 
Score: -20822762.000000 Penalty: 3955.032471
	Iteration 7F: 3 clusters Score -2.082276e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 174784 members 
Entering Unmasked Estep 
Score: -20838790.000000 Penalty: 3955.032471
	Iteration 8F: 3 clusters Score -2.083879e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 185831 members 
Entering Unmasked Estep 
Score: -20849572.000000 Penalty: 3955.032471
	Iteration 9F: 3 clusters Score -2.084957e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 190736 members 
Entering Unmasked Estep 
Score: -20854216.000000 Penalty: 3955.032471
	Iteration 10Q: 3 clusters Score -2.085422e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 192214 members 
Entering Unmasked Estep 
Score: -20855746.000000 Penalty: 3955.032471
	Iteration 11Q: 3 clusters Score -2.085575e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192554 members 
Entering Unmasked Estep 
Score: -20856124.000000 Penalty: 3955.032471
	Iteration 12Q: 3 clusters Score -2.085612e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 192617 members 
Entering Unmasked Estep 
Score: -20856192.000000 Penalty: 3955.032471
	Iteration 13Q: 3 clusters Score -2.085619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 192634 members 
Entering Unmasked Estep 
Score: -20856240.000000 Penalty: 3955.032471
	Iteration 14Q: 3 clusters Score -2.085624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 192642 members 
Entering Unmasked Estep 
Score: -20856240.000000 Penalty: 3955.032471
	Iteration 15Q: 3 clusters Score -2.085624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192644 members 
Entering Unmasked Estep 
Score: -20856258.000000 Penalty: 3955.032471
	Iteration 16Q: 3 clusters Score -2.085626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192644 members 
Entering Unmasked Estep 
Score: -20856260.000000 Penalty: 3955.032471
	Iteration 17Q: 3 clusters Score -2.085626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192644 members 
Entering Unmasked Estep 
Score: -20856258.000000 Penalty: 3955.032471
	Iteration 18Q: 3 clusters Score -2.085626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192644 members 
Entering Unmasked Estep 
Score: -20856264.000000 Penalty: 3955.032471
	Iteration 19Q: 3 clusters Score -2.085626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192644 members 
Entering Unmasked Estep 
Score: -20856276.000000 Penalty: 3955.032471
	Iteration 20F: 3 clusters Score -2.085628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 192646 members 
Entering Unmasked Estep 
Score: -20856288.000000 Penalty: 3955.032471
	Iteration 21Q: 3 clusters Score -2.085629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 192646 members 
Entering Unmasked Estep 
Score: -20856288.000000 Penalty: 3955.032471
	Iteration 22F: 3 clusters Score -2.085629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Entering Unmasked Estep 
Score: -5920595.500000 Penalty: 1770.671997
	Iteration 0F: 2 clusters Score -5920596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -5884588.500000 Penalty: 3541.343994
	Iteration 0F: 3 clusters Score -5884588 nChanged 25358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -5898711.500000 Penalty: 3541.343994
	Iteration 1F: 3 clusters Score -5898712 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -5899055.000000 Penalty: 3541.343994
	Iteration 2Q: 3 clusters Score -5899055 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5899374.500000 Penalty: 3541.343994
	Iteration 3Q: 3 clusters Score -5899374 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -5899693.500000 Penalty: 3541.343994
	Iteration 4Q: 3 clusters Score -5899694 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -5900032.000000 Penalty: 3541.343994
	Iteration 5Q: 3 clusters Score -5900032 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5900430.000000 Penalty: 3541.343994
	Iteration 6Q: 3 clusters Score -5900430 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5900950.500000 Penalty: 3541.343994
	Iteration 7Q: 3 clusters Score -5900950 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -5901679.000000 Penalty: 3541.343994
	Iteration 8Q: 3 clusters Score -5901679 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -5902577.000000 Penalty: 3541.343994
	Iteration 9Q: 3 clusters Score -5902577 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5903913.500000 Penalty: 3541.343994
	Iteration 10Q: 3 clusters Score -5903914 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5905754.000000 Penalty: 3541.343994
	Iteration 11F: 3 clusters Score -5905754 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5908106.000000 Penalty: 3541.343994
	Iteration 12F: 3 clusters Score -5908106 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5910202.500000 Penalty: 3541.343994
	Iteration 13F: 3 clusters Score -5910202 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5911524.000000 Penalty: 3541.343994
	Iteration 14Q: 3 clusters Score -5911524 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -5912203.500000 Penalty: 3541.343994
	Iteration 15Q: 3 clusters Score -5912204 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -5912607.000000 Penalty: 3541.343994
	Iteration 16Q: 3 clusters Score -5912607 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -5912970.000000 Penalty: 3541.343994
	Iteration 17Q: 3 clusters Score -5912970 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -5913359.500000 Penalty: 3541.343994
	Iteration 18Q: 3 clusters Score -5913360 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -5913861.500000 Penalty: 3541.343994
	Iteration 19Q: 3 clusters Score -5913862 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -5914364.500000 Penalty: 3541.343994
	Iteration 20F: 3 clusters Score -5914364 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -5914837.000000 Penalty: 3541.343994
	Iteration 21Q: 3 clusters Score -5914837 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -5915299.500000 Penalty: 3541.343994
	Iteration 22Q: 3 clusters Score -5915300 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -5915683.000000 Penalty: 3541.343994
	Iteration 23Q: 3 clusters Score -5915683 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -5916042.500000 Penalty: 3541.343994
	Iteration 24Q: 3 clusters Score -5916042 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5916346.000000 Penalty: 3541.343994
	Iteration 25Q: 3 clusters Score -5916346 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5916674.000000 Penalty: 3541.343994
	Iteration 26Q: 3 clusters Score -5916674 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -5916985.000000 Penalty: 3541.343994
	Iteration 27Q: 3 clusters Score -5916985 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -5917239.500000 Penalty: 3541.343994
	Iteration 28Q: 3 clusters Score -5917240 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5917465.500000 Penalty: 3541.343994
	Iteration 29Q: 3 clusters Score -5917466 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5917617.500000 Penalty: 3541.343994
	Iteration 30Q: 3 clusters Score -5917618 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5917765.500000 Penalty: 3541.343994
	Iteration 31Q: 3 clusters Score -5917766 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5917891.500000 Penalty: 3541.343994
	Iteration 32Q: 3 clusters Score -5917892 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5917994.000000 Penalty: 3541.343994
	Iteration 33Q: 3 clusters Score -5917994 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5918075.000000 Penalty: 3541.343994
	Iteration 34Q: 3 clusters Score -5918075 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5918164.500000 Penalty: 3541.343994
	Iteration 35Q: 3 clusters Score -5918164 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5918245.500000 Penalty: 3541.343994
	Iteration 36Q: 3 clusters Score -5918246 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5918313.000000 Penalty: 3541.343994
	Iteration 37Q: 3 clusters Score -5918313 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5918364.500000 Penalty: 3541.343994
	Iteration 38Q: 3 clusters Score -5918364 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5918457.500000 Penalty: 3541.343994
	Iteration 39Q: 3 clusters Score -5918458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5918531.000000 Penalty: 3541.343994
	Iteration 40F: 3 clusters Score -5918531 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5918578.500000 Penalty: 3541.343994
	Iteration 41Q: 3 clusters Score -5918578 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5918616.000000 Penalty: 3541.343994
	Iteration 42Q: 3 clusters Score -5918616 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5918675.000000 Penalty: 3541.343994
	Iteration 43Q: 3 clusters Score -5918675 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5918712.000000 Penalty: 3541.343994
	Iteration 44Q: 3 clusters Score -5918712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5918754.000000 Penalty: 3541.343994
	Iteration 45Q: 3 clusters Score -5918754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5918787.000000 Penalty: 3541.343994
	Iteration 46Q: 3 clusters Score -5918787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5918807.000000 Penalty: 3541.343994
	Iteration 47Q: 3 clusters Score -5918807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5918835.000000 Penalty: 3541.343994
	Iteration 48Q: 3 clusters Score -5918835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5918861.500000 Penalty: 3541.343994
	Iteration 49Q: 3 clusters Score -5918862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5918905.000000 Penalty: 3541.343994
	Iteration 50Q: 3 clusters Score -5918905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5918924.000000 Penalty: 3541.343994
	Iteration 51Q: 3 clusters Score -5918924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5918940.500000 Penalty: 3541.343994
	Iteration 52Q: 3 clusters Score -5918940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5918954.500000 Penalty: 3541.343994
	Iteration 53Q: 3 clusters Score -5918954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5918974.000000 Penalty: 3541.343994
	Iteration 54Q: 3 clusters Score -5918974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5918978.000000 Penalty: 3541.343994
	Iteration 55Q: 3 clusters Score -5918978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5918983.000000 Penalty: 3541.343994
	Iteration 56Q: 3 clusters Score -5918983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5918986.500000 Penalty: 3541.343994
	Iteration 57Q: 3 clusters Score -5918986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5918992.500000 Penalty: 3541.343994
	Iteration 58Q: 3 clusters Score -5918992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5919001.000000 Penalty: 3541.343994
	Iteration 59Q: 3 clusters Score -5919001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5919006.000000 Penalty: 3541.343994
	Iteration 60F: 3 clusters Score -5919006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5919012.500000 Penalty: 3541.343994
	Iteration 61Q: 3 clusters Score -5919012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5919010.500000 Penalty: 3541.343994
	Iteration 62Q: 3 clusters Score -5919010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5919014.500000 Penalty: 3541.343994
	Iteration 63Q: 3 clusters Score -5919014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5919019.500000 Penalty: 3541.343994
	Iteration 64Q: 3 clusters Score -5919020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5919022.500000 Penalty: 3541.343994
	Iteration 65Q: 3 clusters Score -5919022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5919027.000000 Penalty: 3541.343994
	Iteration 66Q: 3 clusters Score -5919027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5919032.000000 Penalty: 3541.343994
	Iteration 67Q: 3 clusters Score -5919032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5919036.500000 Penalty: 3541.343994
	Iteration 68Q: 3 clusters Score -5919036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5919033.500000 Penalty: 3541.343994
	Iteration 69Q: 3 clusters Score -5919034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5919039.000000 Penalty: 3541.343994
	Iteration 70Q: 3 clusters Score -5919039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5919040.500000 Penalty: 3541.343994
	Iteration 71Q: 3 clusters Score -5919040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5919048.500000 Penalty: 3541.343994
	Iteration 72Q: 3 clusters Score -5919048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5919057.500000 Penalty: 3541.343994
	Iteration 73Q: 3 clusters Score -5919058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5919064.000000 Penalty: 3541.343994
	Iteration 74Q: 3 clusters Score -5919064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5919070.500000 Penalty: 3541.343994
	Iteration 75Q: 3 clusters Score -5919070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5919080.500000 Penalty: 3541.343994
	Iteration 76Q: 3 clusters Score -5919080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5919085.500000 Penalty: 3541.343994
	Iteration 77Q: 3 clusters Score -5919086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5919088.000000 Penalty: 3541.343994
	Iteration 78Q: 3 clusters Score -5919088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5919086.500000 Penalty: 3541.343994
	Iteration 79Q: 3 clusters Score -5919086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5919087.500000 Penalty: 3541.343994
	Iteration 80F: 3 clusters Score -5919088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5919083.500000 Penalty: 3541.343994
	Iteration 81Q: 3 clusters Score -5919084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5919089.500000 Penalty: 3541.343994
	Iteration 82Q: 3 clusters Score -5919090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5919094.500000 Penalty: 3541.343994
	Iteration 83Q: 3 clusters Score -5919094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5919091.000000 Penalty: 3541.343994
	Iteration 84Q: 3 clusters Score -5919091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5919091.000000 Penalty: 3541.343994
	Iteration 85F: 3 clusters Score -5919091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -360744.750000 Penalty: 1314.740112
	Iteration 0F: 2 clusters Score -360744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -357854.625000 Penalty: 2629.480225
	Iteration 0F: 3 clusters Score -357854.6 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -358517.812500 Penalty: 2629.480225
	Iteration 1F: 3 clusters Score -358517.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -358641.468750 Penalty: 2629.480225
	Iteration 2F: 3 clusters Score -358641.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -358716.406250 Penalty: 2629.480225
	Iteration 3Q: 3 clusters Score -358716.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -358783.875000 Penalty: 2629.480225
	Iteration 4Q: 3 clusters Score -358783.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -358826.218750 Penalty: 2629.480225
	Iteration 5Q: 3 clusters Score -358826.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -358856.937500 Penalty: 2629.480225
	Iteration 6Q: 3 clusters Score -358856.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -358887.781250 Penalty: 2629.480225
	Iteration 7Q: 3 clusters Score -358887.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -358918.500000 Penalty: 2629.480225
	Iteration 8Q: 3 clusters Score -358918.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -358950.437500 Penalty: 2629.480225
	Iteration 9Q: 3 clusters Score -358950.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -358982.000000 Penalty: 2629.480225
	Iteration 10Q: 3 clusters Score -358982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -359022.875000 Penalty: 2629.480225
	Iteration 11Q: 3 clusters Score -359022.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -359059.218750 Penalty: 2629.480225
	Iteration 12Q: 3 clusters Score -359059.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -359098.093750 Penalty: 2629.480225
	Iteration 13Q: 3 clusters Score -359098.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -359139.031250 Penalty: 2629.480225
	Iteration 14Q: 3 clusters Score -359139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -359175.250000 Penalty: 2629.480225
	Iteration 15Q: 3 clusters Score -359175.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -359206.500000 Penalty: 2629.480225
	Iteration 16Q: 3 clusters Score -359206.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -359232.812500 Penalty: 2629.480225
	Iteration 17Q: 3 clusters Score -359232.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -359267.906250 Penalty: 2629.480225
	Iteration 18Q: 3 clusters Score -359267.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -359313.187500 Penalty: 2629.480225
	Iteration 19Q: 3 clusters Score -359313.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -359355.687500 Penalty: 2629.480225
	Iteration 20F: 3 clusters Score -359355.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -359397.593750 Penalty: 2629.480225
	Iteration 21Q: 3 clusters Score -359397.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -359433.218750 Penalty: 2629.480225
	Iteration 22Q: 3 clusters Score -359433.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -359460.156250 Penalty: 2629.480225
	Iteration 23Q: 3 clusters Score -359460.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -359487.218750 Penalty: 2629.480225
	Iteration 24Q: 3 clusters Score -359487.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -359513.343750 Penalty: 2629.480225
	Iteration 25Q: 3 clusters Score -359513.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -359531.937500 Penalty: 2629.480225
	Iteration 26Q: 3 clusters Score -359531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -359548.218750 Penalty: 2629.480225
	Iteration 27Q: 3 clusters Score -359548.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -359555.625000 Penalty: 2629.480225
	Iteration 28Q: 3 clusters Score -359555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -359558.093750 Penalty: 2629.480225
	Iteration 29Q: 3 clusters Score -359558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -359558.718750 Penalty: 2629.480225
	Iteration 30Q: 3 clusters Score -359558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -359560.375000 Penalty: 2629.480225
	Iteration 31Q: 3 clusters Score -359560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -359564.437500 Penalty: 2629.480225
	Iteration 32Q: 3 clusters Score -359564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -359570.156250 Penalty: 2629.480225
	Iteration 33Q: 3 clusters Score -359570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -359577.906250 Penalty: 2629.480225
	Iteration 34Q: 3 clusters Score -359577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -359580.250000 Penalty: 2629.480225
	Iteration 35Q: 3 clusters Score -359580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -359580.250000 Penalty: 2629.480225
	Iteration 36F: 3 clusters Score -359580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -35255.585938 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -35255.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34326.449219 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -34326.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34463.339844 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -34463.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34543.589844 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -34543.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34605.718750 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -34605.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34634.406250 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -34634.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34653.574219 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -34653.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34659.195312 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -34659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34660.878906 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -34660.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34670.328125 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -34670.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34675.078125 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -34675.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34676.621094 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -34676.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34678.343750 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -34678.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34678.343750 Penalty: 1936.488037
	Iteration 12F: 3 clusters Score -34678.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Entering Unmasked Estep 
Score: -5869284.500000 Penalty: 1769.342041
	Iteration 0F: 2 clusters Score -5869284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -5833183.000000 Penalty: 3538.684082
	Iteration 0F: 3 clusters Score -5833183 nChanged 25298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -5847800.000000 Penalty: 3538.684082
	Iteration 1F: 3 clusters Score -5847800 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -5848257.500000 Penalty: 3538.684082
	Iteration 2Q: 3 clusters Score -5848258 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5848828.000000 Penalty: 3538.684082
	Iteration 3Q: 3 clusters Score -5848828 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5849555.500000 Penalty: 3538.684082
	Iteration 4Q: 3 clusters Score -5849556 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5850638.000000 Penalty: 3538.684082
	Iteration 5Q: 3 clusters Score -5850638 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -5852149.500000 Penalty: 3538.684082
	Iteration 6F: 3 clusters Score -5852150 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -5854256.500000 Penalty: 3538.684082
	Iteration 7F: 3 clusters Score -5854256 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -5857030.000000 Penalty: 3538.684082
	Iteration 8F: 3 clusters Score -5857030 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -5859845.000000 Penalty: 3538.684082
	Iteration 9F: 3 clusters Score -5859845 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5861705.500000 Penalty: 3538.684082
	Iteration 10F: 3 clusters Score -5861706 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5862636.500000 Penalty: 3538.684082
	Iteration 11Q: 3 clusters Score -5862636 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5863063.500000 Penalty: 3538.684082
	Iteration 12Q: 3 clusters Score -5863064 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -5863437.500000 Penalty: 3538.684082
	Iteration 13Q: 3 clusters Score -5863438 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -5863782.500000 Penalty: 3538.684082
	Iteration 14Q: 3 clusters Score -5863782 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -5864097.500000 Penalty: 3538.684082
	Iteration 15Q: 3 clusters Score -5864098 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -5864338.500000 Penalty: 3538.684082
	Iteration 16Q: 3 clusters Score -5864338 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -5864572.500000 Penalty: 3538.684082
	Iteration 17Q: 3 clusters Score -5864572 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -5864809.000000 Penalty: 3538.684082
	Iteration 18Q: 3 clusters Score -5864809 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -5865006.500000 Penalty: 3538.684082
	Iteration 19Q: 3 clusters Score -5865006 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -5865206.000000 Penalty: 3538.684082
	Iteration 20F: 3 clusters Score -5865206 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5865402.500000 Penalty: 3538.684082
	Iteration 21Q: 3 clusters Score -5865402 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5865586.000000 Penalty: 3538.684082
	Iteration 22Q: 3 clusters Score -5865586 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -5865749.000000 Penalty: 3538.684082
	Iteration 23Q: 3 clusters Score -5865749 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -5865954.500000 Penalty: 3538.684082
	Iteration 24Q: 3 clusters Score -5865954 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -5866160.000000 Penalty: 3538.684082
	Iteration 25Q: 3 clusters Score -5866160 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5866333.000000 Penalty: 3538.684082
	Iteration 26Q: 3 clusters Score -5866333 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -5866525.500000 Penalty: 3538.684082
	Iteration 27Q: 3 clusters Score -5866526 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -5866712.500000 Penalty: 3538.684082
	Iteration 28Q: 3 clusters Score -5866712 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -5866848.500000 Penalty: 3538.684082
	Iteration 29Q: 3 clusters Score -5866848 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -5867000.500000 Penalty: 3538.684082
	Iteration 30Q: 3 clusters Score -5867000 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -5867111.000000 Penalty: 3538.684082
	Iteration 31Q: 3 clusters Score -5867111 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -5867204.500000 Penalty: 3538.684082
	Iteration 32Q: 3 clusters Score -5867204 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -5867281.500000 Penalty: 3538.684082
	Iteration 33Q: 3 clusters Score -5867282 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -5867391.500000 Penalty: 3538.684082
	Iteration 34Q: 3 clusters Score -5867392 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -5867482.500000 Penalty: 3538.684082
	Iteration 35Q: 3 clusters Score -5867482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -5867539.500000 Penalty: 3538.684082
	Iteration 36Q: 3 clusters Score -5867540 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -5867593.000000 Penalty: 3538.684082
	Iteration 37Q: 3 clusters Score -5867593 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -5867647.500000 Penalty: 3538.684082
	Iteration 38Q: 3 clusters Score -5867648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -5867695.500000 Penalty: 3538.684082
	Iteration 39Q: 3 clusters Score -5867696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -5867717.000000 Penalty: 3538.684082
	Iteration 40F: 3 clusters Score -5867717 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -5867731.500000 Penalty: 3538.684082
	Iteration 41Q: 3 clusters Score -5867732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -5867737.000000 Penalty: 3538.684082
	Iteration 42Q: 3 clusters Score -5867737 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -5867762.000000 Penalty: 3538.684082
	Iteration 43Q: 3 clusters Score -5867762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -5867777.000000 Penalty: 3538.684082
	Iteration 44Q: 3 clusters Score -5867777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -5867801.500000 Penalty: 3538.684082
	Iteration 45Q: 3 clusters Score -5867802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -5867807.000000 Penalty: 3538.684082
	Iteration 46Q: 3 clusters Score -5867807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -5867829.000000 Penalty: 3538.684082
	Iteration 47Q: 3 clusters Score -5867829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -5867824.500000 Penalty: 3538.684082
	Iteration 48Q: 3 clusters Score -5867824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -5867823.500000 Penalty: 3538.684082
	Iteration 49Q: 3 clusters Score -5867824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -5867827.500000 Penalty: 3538.684082
	Iteration 50Q: 3 clusters Score -5867828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -5867837.000000 Penalty: 3538.684082
	Iteration 51Q: 3 clusters Score -5867837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -5867837.000000 Penalty: 3538.684082
	Iteration 52Q: 3 clusters Score -5867837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -5867836.500000 Penalty: 3538.684082
	Iteration 53Q: 3 clusters Score -5867836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -5867845.000000 Penalty: 3538.684082
	Iteration 54Q: 3 clusters Score -5867845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -5867854.500000 Penalty: 3538.684082
	Iteration 55Q: 3 clusters Score -5867854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -5867857.000000 Penalty: 3538.684082
	Iteration 56Q: 3 clusters Score -5867857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -5867854.000000 Penalty: 3538.684082
	Iteration 57Q: 3 clusters Score -5867854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -5867855.000000 Penalty: 3538.684082
	Iteration 58Q: 3 clusters Score -5867855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -5867850.000000 Penalty: 3538.684082
	Iteration 59Q: 3 clusters Score -5867850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -5867861.500000 Penalty: 3538.684082
	Iteration 60F: 3 clusters Score -5867862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -5867855.000000 Penalty: 3538.684082
	Iteration 61Q: 3 clusters Score -5867855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -5867863.500000 Penalty: 3538.684082
	Iteration 62Q: 3 clusters Score -5867864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -5867864.500000 Penalty: 3538.684082
	Iteration 63Q: 3 clusters Score -5867864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -5867871.500000 Penalty: 3538.684082
	Iteration 64Q: 3 clusters Score -5867872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -5867872.500000 Penalty: 3538.684082
	Iteration 65Q: 3 clusters Score -5867872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -5867873.000000 Penalty: 3538.684082
	Iteration 66Q: 3 clusters Score -5867873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -5867874.500000 Penalty: 3538.684082
	Iteration 67Q: 3 clusters Score -5867874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -5867874.500000 Penalty: 3538.684082
	Iteration 68F: 3 clusters Score -5867874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -494829.625000 Penalty: 1378.624512
	Iteration 0F: 2 clusters Score -494829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -490961.968750 Penalty: 2757.249023
	Iteration 0F: 3 clusters Score -490962 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -492161.281250 Penalty: 2757.249023
	Iteration 1F: 3 clusters Score -492161.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -492494.093750 Penalty: 2757.249023
	Iteration 2F: 3 clusters Score -492494.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -492875.312500 Penalty: 2757.249023
	Iteration 3F: 3 clusters Score -492875.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -493261.062500 Penalty: 2757.249023
	Iteration 4F: 3 clusters Score -493261.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -493619.906250 Penalty: 2757.249023
	Iteration 5F: 3 clusters Score -493619.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -493922.875000 Penalty: 2757.249023
	Iteration 6F: 3 clusters Score -493922.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -494147.750000 Penalty: 2757.249023
	Iteration 7F: 3 clusters Score -494147.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -494275.656250 Penalty: 2757.249023
	Iteration 8Q: 3 clusters Score -494275.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -494362.218750 Penalty: 2757.249023
	Iteration 9Q: 3 clusters Score -494362.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -494409.375000 Penalty: 2757.249023
	Iteration 10Q: 3 clusters Score -494409.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -494445.968750 Penalty: 2757.249023
	Iteration 11Q: 3 clusters Score -494446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -494472.593750 Penalty: 2757.249023
	Iteration 12Q: 3 clusters Score -494472.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -494495.781250 Penalty: 2757.249023
	Iteration 13Q: 3 clusters Score -494495.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -494517.687500 Penalty: 2757.249023
	Iteration 14Q: 3 clusters Score -494517.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -494532.937500 Penalty: 2757.249023
	Iteration 15Q: 3 clusters Score -494532.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -494541.062500 Penalty: 2757.249023
	Iteration 16Q: 3 clusters Score -494541.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -494551.250000 Penalty: 2757.249023
	Iteration 17Q: 3 clusters Score -494551.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -494559.375000 Penalty: 2757.249023
	Iteration 18Q: 3 clusters Score -494559.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -494566.906250 Penalty: 2757.249023
	Iteration 19Q: 3 clusters Score -494566.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -494574.656250 Penalty: 2757.249023
	Iteration 20F: 3 clusters Score -494574.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -494578.218750 Penalty: 2757.249023
	Iteration 21Q: 3 clusters Score -494578.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -494581.718750 Penalty: 2757.249023
	Iteration 22Q: 3 clusters Score -494581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -494584.687500 Penalty: 2757.249023
	Iteration 23Q: 3 clusters Score -494584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -494585.656250 Penalty: 2757.249023
	Iteration 24Q: 3 clusters Score -494585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -494588.187500 Penalty: 2757.249023
	Iteration 25Q: 3 clusters Score -494588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -494590.375000 Penalty: 2757.249023
	Iteration 26Q: 3 clusters Score -494590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -494593.000000 Penalty: 2757.249023
	Iteration 27Q: 3 clusters Score -494593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -494595.125000 Penalty: 2757.249023
	Iteration 28Q: 3 clusters Score -494595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -494599.031250 Penalty: 2757.249023
	Iteration 29Q: 3 clusters Score -494599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -494602.093750 Penalty: 2757.249023
	Iteration 30Q: 3 clusters Score -494602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -494604.843750 Penalty: 2757.249023
	Iteration 31Q: 3 clusters Score -494604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -494607.093750 Penalty: 2757.249023
	Iteration 32Q: 3 clusters Score -494607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -494608.718750 Penalty: 2757.249023
	Iteration 33Q: 3 clusters Score -494608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -494610.000000 Penalty: 2757.249023
	Iteration 34Q: 3 clusters Score -494610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -494610.968750 Penalty: 2757.249023
	Iteration 35Q: 3 clusters Score -494611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -494611.343750 Penalty: 2757.249023
	Iteration 36Q: 3 clusters Score -494611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -494611.343750 Penalty: 2757.249023
	Iteration 37F: 3 clusters Score -494611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Entering Unmasked Estep 
Score: -9455152.000000 Penalty: 1847.240479
	Iteration 0F: 2 clusters Score -9455152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -9397028.000000 Penalty: 3694.480957
	Iteration 0F: 3 clusters Score -9397028 nChanged 41313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -9421745.000000 Penalty: 3694.480957
	Iteration 1F: 3 clusters Score -9421745 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -9422989.000000 Penalty: 3694.480957
	Iteration 2Q: 3 clusters Score -9422989 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -9425018.000000 Penalty: 3694.480957
	Iteration 3Q: 3 clusters Score -9425018 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -9428160.000000 Penalty: 3694.480957
	Iteration 4F: 3 clusters Score -9428160 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -9432802.000000 Penalty: 3694.480957
	Iteration 5F: 3 clusters Score -9432802 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -9438540.000000 Penalty: 3694.480957
	Iteration 6F: 3 clusters Score -9438540 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -9444027.000000 Penalty: 3694.480957
	Iteration 7F: 3 clusters Score -9444027 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -9447032.000000 Penalty: 3694.480957
	Iteration 8Q: 3 clusters Score -9447032 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -9447989.000000 Penalty: 3694.480957
	Iteration 9Q: 3 clusters Score -9447989 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -9448530.000000 Penalty: 3694.480957
	Iteration 10Q: 3 clusters Score -9448530 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -9448919.000000 Penalty: 3694.480957
	Iteration 11Q: 3 clusters Score -9448919 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -9449314.000000 Penalty: 3694.480957
	Iteration 12Q: 3 clusters Score -9449314 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -9449602.000000 Penalty: 3694.480957
	Iteration 13Q: 3 clusters Score -9449602 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -9449892.000000 Penalty: 3694.480957
	Iteration 14Q: 3 clusters Score -9449892 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -9450126.000000 Penalty: 3694.480957
	Iteration 15Q: 3 clusters Score -9450126 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -9450407.000000 Penalty: 3694.480957
	Iteration 16Q: 3 clusters Score -9450407 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -9450673.000000 Penalty: 3694.480957
	Iteration 17Q: 3 clusters Score -9450673 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -9450985.000000 Penalty: 3694.480957
	Iteration 18Q: 3 clusters Score -9450985 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -9451174.000000 Penalty: 3694.480957
	Iteration 19Q: 3 clusters Score -9451174 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -9451460.000000 Penalty: 3694.480957
	Iteration 20F: 3 clusters Score -9451460 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -9451685.000000 Penalty: 3694.480957
	Iteration 21Q: 3 clusters Score -9451685 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -9451875.000000 Penalty: 3694.480957
	Iteration 22Q: 3 clusters Score -9451875 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -9452117.000000 Penalty: 3694.480957
	Iteration 23Q: 3 clusters Score -9452117 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -9452330.000000 Penalty: 3694.480957
	Iteration 24Q: 3 clusters Score -9452330 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -9452517.000000 Penalty: 3694.480957
	Iteration 25Q: 3 clusters Score -9452517 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -9452630.000000 Penalty: 3694.480957
	Iteration 26Q: 3 clusters Score -9452630 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -9452758.000000 Penalty: 3694.480957
	Iteration 27Q: 3 clusters Score -9452758 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -9452865.000000 Penalty: 3694.480957
	Iteration 28Q: 3 clusters Score -9452865 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -9452929.000000 Penalty: 3694.480957
	Iteration 29Q: 3 clusters Score -9452929 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -9453039.000000 Penalty: 3694.480957
	Iteration 30Q: 3 clusters Score -9453039 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -9453114.000000 Penalty: 3694.480957
	Iteration 31Q: 3 clusters Score -9453114 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -9453210.000000 Penalty: 3694.480957
	Iteration 32Q: 3 clusters Score -9453210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -9453268.000000 Penalty: 3694.480957
	Iteration 33Q: 3 clusters Score -9453268 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -9453303.000000 Penalty: 3694.480957
	Iteration 34Q: 3 clusters Score -9453303 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -9453369.000000 Penalty: 3694.480957
	Iteration 35Q: 3 clusters Score -9453369 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -9453437.000000 Penalty: 3694.480957
	Iteration 36Q: 3 clusters Score -9453437 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -9453490.000000 Penalty: 3694.480957
	Iteration 37Q: 3 clusters Score -9453490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -9453515.000000 Penalty: 3694.480957
	Iteration 38Q: 3 clusters Score -9453515 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -9453538.000000 Penalty: 3694.480957
	Iteration 39Q: 3 clusters Score -9453538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -9453580.000000 Penalty: 3694.480957
	Iteration 40F: 3 clusters Score -9453580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -9453583.000000 Penalty: 3694.480957
	Iteration 41Q: 3 clusters Score -9453583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -9453602.000000 Penalty: 3694.480957
	Iteration 42Q: 3 clusters Score -9453602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -9453612.000000 Penalty: 3694.480957
	Iteration 43Q: 3 clusters Score -9453612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -9453634.000000 Penalty: 3694.480957
	Iteration 44Q: 3 clusters Score -9453634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -9453641.000000 Penalty: 3694.480957
	Iteration 45Q: 3 clusters Score -9453641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -9453651.000000 Penalty: 3694.480957
	Iteration 46Q: 3 clusters Score -9453651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -9453654.000000 Penalty: 3694.480957
	Iteration 47Q: 3 clusters Score -9453654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -9453672.000000 Penalty: 3694.480957
	Iteration 48Q: 3 clusters Score -9453672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 84964 members 
Entering Unmasked Estep 
Score: -9453678.000000 Penalty: 3694.480957
	Iteration 49Q: 3 clusters Score -9453678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -9453669.000000 Penalty: 3694.480957
	Iteration 50Q: 3 clusters Score -9453669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -9453675.000000 Penalty: 3694.480957
	Iteration 51Q: 3 clusters Score -9453675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -9453668.000000 Penalty: 3694.480957
	Iteration 52Q: 3 clusters Score -9453668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -9453669.000000 Penalty: 3694.480957
	Iteration 53Q: 3 clusters Score -9453669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -9453675.000000 Penalty: 3694.480957
	Iteration 54Q: 3 clusters Score -9453675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -9453680.000000 Penalty: 3694.480957
	Iteration 55Q: 3 clusters Score -9453680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -9453675.000000 Penalty: 3694.480957
	Iteration 56Q: 3 clusters Score -9453675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -9453678.000000 Penalty: 3694.480957
	Iteration 57Q: 3 clusters Score -9453678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -9453676.000000 Penalty: 3694.480957
	Iteration 58Q: 3 clusters Score -9453676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -9453676.000000 Penalty: 3694.480957
	Iteration 59Q: 3 clusters Score -9453676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -9453673.000000 Penalty: 3694.480957
	Iteration 60F: 3 clusters Score -9453673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -9453661.000000 Penalty: 3694.480957
	Iteration 61Q: 3 clusters Score -9453661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -9453669.000000 Penalty: 3694.480957
	Iteration 62Q: 3 clusters Score -9453669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -9453670.000000 Penalty: 3694.480957
	Iteration 63Q: 3 clusters Score -9453670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -9453669.000000 Penalty: 3694.480957
	Iteration 64Q: 3 clusters Score -9453669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -9453672.000000 Penalty: 3694.480957
	Iteration 65Q: 3 clusters Score -9453672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -9453676.000000 Penalty: 3694.480957
	Iteration 66Q: 3 clusters Score -9453676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -9453677.000000 Penalty: 3694.480957
	Iteration 67Q: 3 clusters Score -9453677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -9453673.000000 Penalty: 3694.480957
	Iteration 68Q: 3 clusters Score -9453673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -9453671.000000 Penalty: 3694.480957
	Iteration 69Q: 3 clusters Score -9453671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -9453675.000000 Penalty: 3694.480957
	Iteration 70Q: 3 clusters Score -9453675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -9453680.000000 Penalty: 3694.480957
	Iteration 71Q: 3 clusters Score -9453680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -9453676.000000 Penalty: 3694.480957
	Iteration 72Q: 3 clusters Score -9453676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -9453675.000000 Penalty: 3694.480957
	Iteration 73Q: 3 clusters Score -9453675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -9453672.000000 Penalty: 3694.480957
	Iteration 74Q: 3 clusters Score -9453672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -9453672.000000 Penalty: 3694.480957
	Iteration 75F: 3 clusters Score -9453672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 71318 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73989 members 
Mstep: Class 7 contains 48558 members 
Mstep: Class 8 contains 42044 members 
Mstep: Class 9 contains 130579 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192785 members 
Mstep: Class 13 contains 53984 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53544 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 86477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859736.000000 Penalty: 35598.257812
Iteration 239Q: 17 clusters Score -9.385974e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 71302 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73989 members 
Mstep: Class 7 contains 48559 members 
Mstep: Class 8 contains 42053 members 
Mstep: Class 9 contains 130613 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192765 members 
Mstep: Class 13 contains 53978 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53545 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 86472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859696.000000 Penalty: 35598.257812
Iteration 240F: 17 clusters Score -9.38597e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 71292 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73991 members 
Mstep: Class 7 contains 48557 members 
Mstep: Class 8 contains 42060 members 
Mstep: Class 9 contains 130636 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192748 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53548 members 
Mstep: Class 18 contains 4834 members 
Mstep: Class 19 contains 86471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859704.000000 Penalty: 35598.257812
Iteration 241Q: 17 clusters Score -9.38597e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 71287 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73992 members 
Mstep: Class 7 contains 48554 members 
Mstep: Class 8 contains 42067 members 
Mstep: Class 9 contains 130663 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192728 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53548 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859712.000000 Penalty: 35598.257812
Iteration 242Q: 17 clusters Score -9.385971e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 71281 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73988 members 
Mstep: Class 7 contains 48552 members 
Mstep: Class 8 contains 42077 members 
Mstep: Class 9 contains 130689 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192701 members 
Mstep: Class 13 contains 53971 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53554 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859752.000000 Penalty: 35598.257812
Iteration 243Q: 17 clusters Score -9.385975e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 71273 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73987 members 
Mstep: Class 7 contains 48552 members 
Mstep: Class 8 contains 42091 members 
Mstep: Class 9 contains 130713 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192678 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53556 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859856.000000 Penalty: 35598.257812
Iteration 244Q: 17 clusters Score -9.385986e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 71267 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73986 members 
Mstep: Class 7 contains 48552 members 
Mstep: Class 8 contains 42099 members 
Mstep: Class 9 contains 130743 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192658 members 
Mstep: Class 13 contains 53967 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53555 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859872.000000 Penalty: 35598.257812
Iteration 245Q: 17 clusters Score -9.385987e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 71261 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73987 members 
Mstep: Class 7 contains 48551 members 
Mstep: Class 8 contains 42106 members 
Mstep: Class 9 contains 130771 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192642 members 
Mstep: Class 13 contains 53966 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53554 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859800.000000 Penalty: 35598.257812
Iteration 246Q: 17 clusters Score -9.38598e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 71250 members 
Mstep: Class 3 contains 5527 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73977 members 
Mstep: Class 7 contains 48549 members 
Mstep: Class 8 contains 42112 members 
Mstep: Class 9 contains 130795 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192634 members 
Mstep: Class 13 contains 53964 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53554 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859792.000000 Penalty: 35598.257812
Iteration 247Q: 17 clusters Score -9.385979e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 71242 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73975 members 
Mstep: Class 7 contains 48547 members 
Mstep: Class 8 contains 42118 members 
Mstep: Class 9 contains 130816 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192619 members 
Mstep: Class 13 contains 53963 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53551 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859760.000000 Penalty: 35598.257812
Iteration 248Q: 17 clusters Score -9.385976e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 71232 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73975 members 
Mstep: Class 7 contains 48539 members 
Mstep: Class 8 contains 42123 members 
Mstep: Class 9 contains 130842 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 192619 members 
Mstep: Class 13 contains 53963 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53546 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859752.000000 Penalty: 35598.257812
Iteration 249Q: 17 clusters Score -9.385975e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 71224 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73969 members 
Mstep: Class 7 contains 48530 members 
Mstep: Class 8 contains 42128 members 
Mstep: Class 9 contains 130877 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 192612 members 
Mstep: Class 13 contains 53962 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53546 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859728.000000 Penalty: 35598.257812
Iteration 250Q: 17 clusters Score -9.385973e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 71218 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73968 members 
Mstep: Class 7 contains 48527 members 
Mstep: Class 8 contains 42134 members 
Mstep: Class 9 contains 130909 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 192590 members 
Mstep: Class 13 contains 53960 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53546 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859760.000000 Penalty: 35598.257812
Iteration 251Q: 17 clusters Score -9.385976e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 71213 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73970 members 
Mstep: Class 7 contains 48525 members 
Mstep: Class 8 contains 42135 members 
Mstep: Class 9 contains 130944 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192566 members 
Mstep: Class 13 contains 53958 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53546 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859808.000000 Penalty: 35598.257812
Iteration 252Q: 17 clusters Score -9.385981e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 71210 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73971 members 
Mstep: Class 7 contains 48520 members 
Mstep: Class 8 contains 42136 members 
Mstep: Class 9 contains 130992 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192531 members 
Mstep: Class 13 contains 53958 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53542 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859800.000000 Penalty: 35598.257812
Iteration 253Q: 17 clusters Score -9.38598e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 71209 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73973 members 
Mstep: Class 7 contains 48513 members 
Mstep: Class 8 contains 42142 members 
Mstep: Class 9 contains 131034 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192499 members 
Mstep: Class 13 contains 53960 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53540 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859816.000000 Penalty: 35598.257812
Iteration 254Q: 17 clusters Score -9.385982e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 71202 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73980 members 
Mstep: Class 7 contains 48513 members 
Mstep: Class 8 contains 42148 members 
Mstep: Class 9 contains 131081 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192451 members 
Mstep: Class 13 contains 53963 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53539 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859808.000000 Penalty: 35598.257812
Iteration 255Q: 17 clusters Score -9.385981e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 71194 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73984 members 
Mstep: Class 7 contains 48511 members 
Mstep: Class 8 contains 42152 members 
Mstep: Class 9 contains 131123 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192415 members 
Mstep: Class 13 contains 53965 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53540 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859768.000000 Penalty: 35598.257812
Iteration 256Q: 17 clusters Score -9.385977e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 71187 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73993 members 
Mstep: Class 7 contains 48509 members 
Mstep: Class 8 contains 42156 members 
Mstep: Class 9 contains 131161 members 
Mstep: Class 10 contains 42171 members 
Mstep: Class 11 contains 192380 members 
Mstep: Class 13 contains 53963 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53541 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859720.000000 Penalty: 35598.257812
Iteration 257Q: 17 clusters Score -9.385972e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 71171 members 
Mstep: Class 3 contains 5528 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73994 members 
Mstep: Class 7 contains 48511 members 
Mstep: Class 8 contains 42162 members 
Mstep: Class 9 contains 131201 members 
Mstep: Class 10 contains 42171 members 
Mstep: Class 11 contains 192347 members 
Mstep: Class 13 contains 53965 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53539 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859656.000000 Penalty: 35598.257812
Iteration 258Q: 17 clusters Score -9.385966e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 71157 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73995 members 
Mstep: Class 7 contains 48512 members 
Mstep: Class 8 contains 42169 members 
Mstep: Class 9 contains 131240 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192313 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53537 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859576.000000 Penalty: 35598.257812
Iteration 259Q: 17 clusters Score -9.385958e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 71140 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73994 members 
Mstep: Class 7 contains 48510 members 
Mstep: Class 8 contains 42169 members 
Mstep: Class 9 contains 131277 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192287 members 
Mstep: Class 13 contains 53972 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53539 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859520.000000 Penalty: 35598.257812
Iteration 260F: 17 clusters Score -9.385952e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 71125 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73997 members 
Mstep: Class 7 contains 48509 members 
Mstep: Class 8 contains 42172 members 
Mstep: Class 9 contains 131306 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192263 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 53542 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859528.000000 Penalty: 35598.257812
Iteration 261Q: 17 clusters Score -9.385953e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 71113 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74001 members 
Mstep: Class 7 contains 48507 members 
Mstep: Class 8 contains 42177 members 
Mstep: Class 9 contains 131333 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192240 members 
Mstep: Class 13 contains 53976 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53547 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859432.000000 Penalty: 35598.257812
Iteration 262Q: 17 clusters Score -9.385943e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 71103 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 74001 members 
Mstep: Class 7 contains 48505 members 
Mstep: Class 8 contains 42182 members 
Mstep: Class 9 contains 131374 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192212 members 
Mstep: Class 13 contains 53977 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53546 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859464.000000 Penalty: 35598.257812
Iteration 263Q: 17 clusters Score -9.385946e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 71093 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73997 members 
Mstep: Class 7 contains 48503 members 
Mstep: Class 8 contains 42184 members 
Mstep: Class 9 contains 131410 members 
Mstep: Class 10 contains 42171 members 
Mstep: Class 11 contains 192200 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53544 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859512.000000 Penalty: 35598.257812
Iteration 264Q: 17 clusters Score -9.385951e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 71086 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73991 members 
Mstep: Class 7 contains 48499 members 
Mstep: Class 8 contains 42187 members 
Mstep: Class 9 contains 131447 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 192192 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53540 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859512.000000 Penalty: 35598.257812
Iteration 265Q: 17 clusters Score -9.385951e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 71076 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73983 members 
Mstep: Class 7 contains 48494 members 
Mstep: Class 8 contains 42190 members 
Mstep: Class 9 contains 131476 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 192182 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53540 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859584.000000 Penalty: 35598.257812
Iteration 266Q: 17 clusters Score -9.385958e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 71071 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73978 members 
Mstep: Class 7 contains 48491 members 
Mstep: Class 8 contains 42193 members 
Mstep: Class 9 contains 131501 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 192170 members 
Mstep: Class 13 contains 53971 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53541 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859552.000000 Penalty: 35598.257812
Iteration 267Q: 17 clusters Score -9.385955e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 71064 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73967 members 
Mstep: Class 7 contains 48489 members 
Mstep: Class 8 contains 42198 members 
Mstep: Class 9 contains 131525 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 192159 members 
Mstep: Class 13 contains 53971 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53542 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859568.000000 Penalty: 35598.257812
Iteration 268Q: 17 clusters Score -9.385957e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 71058 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73957 members 
Mstep: Class 7 contains 48487 members 
Mstep: Class 8 contains 42202 members 
Mstep: Class 9 contains 131549 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 192152 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53542 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 86363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859528.000000 Penalty: 35598.257812
Iteration 269Q: 17 clusters Score -9.385953e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 71055 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73953 members 
Mstep: Class 7 contains 48487 members 
Mstep: Class 8 contains 42206 members 
Mstep: Class 9 contains 131576 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 192137 members 
Mstep: Class 13 contains 53967 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53543 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859480.000000 Penalty: 35598.257812
Iteration 270Q: 17 clusters Score -9.385948e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 71055 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73951 members 
Mstep: Class 7 contains 48481 members 
Mstep: Class 8 contains 42209 members 
Mstep: Class 9 contains 131608 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 192125 members 
Mstep: Class 13 contains 53963 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53541 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859456.000000 Penalty: 35598.257812
Iteration 271Q: 17 clusters Score -9.385946e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 71055 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73952 members 
Mstep: Class 7 contains 48480 members 
Mstep: Class 8 contains 42212 members 
Mstep: Class 9 contains 131639 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 192113 members 
Mstep: Class 13 contains 53961 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53537 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859528.000000 Penalty: 35598.257812
Iteration 272Q: 17 clusters Score -9.385953e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 71058 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73950 members 
Mstep: Class 7 contains 48481 members 
Mstep: Class 8 contains 42213 members 
Mstep: Class 9 contains 131661 members 
Mstep: Class 10 contains 42171 members 
Mstep: Class 11 contains 192097 members 
Mstep: Class 13 contains 53957 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53536 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859496.000000 Penalty: 35598.257812
Iteration 273Q: 17 clusters Score -9.38595e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 71056 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73947 members 
Mstep: Class 7 contains 48483 members 
Mstep: Class 8 contains 42213 members 
Mstep: Class 9 contains 131680 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192083 members 
Mstep: Class 13 contains 53956 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53538 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859472.000000 Penalty: 35598.257812
Iteration 274Q: 17 clusters Score -9.385947e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 71056 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73946 members 
Mstep: Class 7 contains 48483 members 
Mstep: Class 8 contains 42214 members 
Mstep: Class 9 contains 131694 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192068 members 
Mstep: Class 13 contains 53955 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53540 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859440.000000 Penalty: 35598.257812
Iteration 275Q: 17 clusters Score -9.385944e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 71053 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73944 members 
Mstep: Class 7 contains 48482 members 
Mstep: Class 8 contains 42217 members 
Mstep: Class 9 contains 131714 members 
Mstep: Class 10 contains 42167 members 
Mstep: Class 11 contains 192060 members 
Mstep: Class 13 contains 53953 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53540 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859488.000000 Penalty: 35598.257812
Iteration 276Q: 17 clusters Score -9.385949e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 71054 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73942 members 
Mstep: Class 7 contains 48480 members 
Mstep: Class 8 contains 42219 members 
Mstep: Class 9 contains 131722 members 
Mstep: Class 10 contains 42167 members 
Mstep: Class 11 contains 192051 members 
Mstep: Class 13 contains 53950 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53542 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859480.000000 Penalty: 35598.257812
Iteration 277Q: 17 clusters Score -9.385948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 71054 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73940 members 
Mstep: Class 7 contains 48478 members 
Mstep: Class 8 contains 42220 members 
Mstep: Class 9 contains 131733 members 
Mstep: Class 10 contains 42167 members 
Mstep: Class 11 contains 192042 members 
Mstep: Class 13 contains 53947 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53545 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859488.000000 Penalty: 35598.257812
Iteration 278Q: 17 clusters Score -9.385949e+07 nChanged 30
Entering ConstructFrom: 
Score: -93859488.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (73377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Entering Unmasked Estep 
Score: -8019040.500000 Penalty: 1820.546997
	Iteration 0F: 2 clusters Score -8019040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -7969902.000000 Penalty: 3641.093994
	Iteration 0F: 3 clusters Score -7969902 nChanged 34807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -7990004.500000 Penalty: 3641.093994
	Iteration 1F: 3 clusters Score -7990004 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -7990518.500000 Penalty: 3641.093994
	Iteration 2Q: 3 clusters Score -7990518 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -7991280.000000 Penalty: 3641.093994
	Iteration 3Q: 3 clusters Score -7991280 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -7992297.000000 Penalty: 3641.093994
	Iteration 4Q: 3 clusters Score -7992297 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -7993761.500000 Penalty: 3641.093994
	Iteration 5Q: 3 clusters Score -7993762 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -7995798.500000 Penalty: 3641.093994
	Iteration 6F: 3 clusters Score -7995798 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -7998781.000000 Penalty: 3641.093994
	Iteration 7F: 3 clusters Score -7998781 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -8002910.500000 Penalty: 3641.093994
	Iteration 8F: 3 clusters Score -8002910 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -8007200.000000 Penalty: 3641.093994
	Iteration 9F: 3 clusters Score -8007200 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -8009976.000000 Penalty: 3641.093994
	Iteration 10F: 3 clusters Score -8009976 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -8011165.500000 Penalty: 3641.093994
	Iteration 11Q: 3 clusters Score -8011166 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -8011769.000000 Penalty: 3641.093994
	Iteration 12Q: 3 clusters Score -8011769 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -8012185.500000 Penalty: 3641.093994
	Iteration 13Q: 3 clusters Score -8012186 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -8012549.500000 Penalty: 3641.093994
	Iteration 14Q: 3 clusters Score -8012550 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -8012922.500000 Penalty: 3641.093994
	Iteration 15Q: 3 clusters Score -8012922 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -8013321.000000 Penalty: 3641.093994
	Iteration 16Q: 3 clusters Score -8013321 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -8013616.000000 Penalty: 3641.093994
	Iteration 17Q: 3 clusters Score -8013616 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -8013871.500000 Penalty: 3641.093994
	Iteration 18Q: 3 clusters Score -8013872 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -8014200.000000 Penalty: 3641.093994
	Iteration 19Q: 3 clusters Score -8014200 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -8014488.000000 Penalty: 3641.093994
	Iteration 20F: 3 clusters Score -8014488 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -8014799.000000 Penalty: 3641.093994
	Iteration 21Q: 3 clusters Score -8014799 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -8015055.500000 Penalty: 3641.093994
	Iteration 22Q: 3 clusters Score -8015056 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -8015313.000000 Penalty: 3641.093994
	Iteration 23Q: 3 clusters Score -8015313 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -8015550.500000 Penalty: 3641.093994
	Iteration 24Q: 3 clusters Score -8015550 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -8015749.500000 Penalty: 3641.093994
	Iteration 25Q: 3 clusters Score -8015750 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -8015939.000000 Penalty: 3641.093994
	Iteration 26Q: 3 clusters Score -8015939 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -8016150.500000 Penalty: 3641.093994
	Iteration 27Q: 3 clusters Score -8016150 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -8016323.000000 Penalty: 3641.093994
	Iteration 28Q: 3 clusters Score -8016323 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -8016522.000000 Penalty: 3641.093994
	Iteration 29Q: 3 clusters Score -8016522 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -8016653.500000 Penalty: 3641.093994
	Iteration 30Q: 3 clusters Score -8016654 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -8016814.000000 Penalty: 3641.093994
	Iteration 31Q: 3 clusters Score -8016814 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -8016940.000000 Penalty: 3641.093994
	Iteration 32Q: 3 clusters Score -8016940 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -8017056.500000 Penalty: 3641.093994
	Iteration 33Q: 3 clusters Score -8017056 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -8017172.000000 Penalty: 3641.093994
	Iteration 34Q: 3 clusters Score -8017172 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -8017230.500000 Penalty: 3641.093994
	Iteration 35Q: 3 clusters Score -8017230 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -8017326.500000 Penalty: 3641.093994
	Iteration 36Q: 3 clusters Score -8017326 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -8017370.000000 Penalty: 3641.093994
	Iteration 37Q: 3 clusters Score -8017370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -8017418.500000 Penalty: 3641.093994
	Iteration 38Q: 3 clusters Score -8017418 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -8017458.500000 Penalty: 3641.093994
	Iteration 39Q: 3 clusters Score -8017458 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -8017489.000000 Penalty: 3641.093994
	Iteration 40F: 3 clusters Score -8017489 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -8017508.000000 Penalty: 3641.093994
	Iteration 41Q: 3 clusters Score -8017508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -8017556.000000 Penalty: 3641.093994
	Iteration 42Q: 3 clusters Score -8017556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -8017606.000000 Penalty: 3641.093994
	Iteration 43Q: 3 clusters Score -8017606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -8017632.500000 Penalty: 3641.093994
	Iteration 44Q: 3 clusters Score -8017632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -8017653.000000 Penalty: 3641.093994
	Iteration 45Q: 3 clusters Score -8017653 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -8017658.000000 Penalty: 3641.093994
	Iteration 46Q: 3 clusters Score -8017658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -8017687.000000 Penalty: 3641.093994
	Iteration 47Q: 3 clusters Score -8017687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -8017698.500000 Penalty: 3641.093994
	Iteration 48Q: 3 clusters Score -8017698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -8017719.000000 Penalty: 3641.093994
	Iteration 49Q: 3 clusters Score -8017719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -8017732.000000 Penalty: 3641.093994
	Iteration 50Q: 3 clusters Score -8017732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -8017729.000000 Penalty: 3641.093994
	Iteration 51Q: 3 clusters Score -8017729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -8017728.000000 Penalty: 3641.093994
	Iteration 52Q: 3 clusters Score -8017728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -8017731.000000 Penalty: 3641.093994
	Iteration 53Q: 3 clusters Score -8017731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -8017732.500000 Penalty: 3641.093994
	Iteration 54Q: 3 clusters Score -8017732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 71644 members 
Entering Unmasked Estep 
Score: -8017738.500000 Penalty: 3641.093994
	Iteration 55Q: 3 clusters Score -8017738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -8017734.500000 Penalty: 3641.093994
	Iteration 56Q: 3 clusters Score -8017734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -8017745.000000 Penalty: 3641.093994
	Iteration 57Q: 3 clusters Score -8017745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -8017753.000000 Penalty: 3641.093994
	Iteration 58Q: 3 clusters Score -8017753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -8017752.500000 Penalty: 3641.093994
	Iteration 59Q: 3 clusters Score -8017752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -8017760.500000 Penalty: 3641.093994
	Iteration 60F: 3 clusters Score -8017760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -8017764.500000 Penalty: 3641.093994
	Iteration 61Q: 3 clusters Score -8017764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -8017765.000000 Penalty: 3641.093994
	Iteration 62Q: 3 clusters Score -8017765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 71812 members 
Entering Unmasked Estep 
Score: -8017773.000000 Penalty: 3641.093994
	Iteration 63Q: 3 clusters Score -8017773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -8017773.500000 Penalty: 3641.093994
	Iteration 64Q: 3 clusters Score -8017774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
Score: -8017786.000000 Penalty: 3641.093994
	Iteration 65Q: 3 clusters Score -8017786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -8017790.000000 Penalty: 3641.093994
	Iteration 66Q: 3 clusters Score -8017790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -8017794.000000 Penalty: 3641.093994
	Iteration 67Q: 3 clusters Score -8017794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -8017786.000000 Penalty: 3641.093994
	Iteration 68Q: 3 clusters Score -8017786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -8017793.000000 Penalty: 3641.093994
	Iteration 69Q: 3 clusters Score -8017793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -8017789.000000 Penalty: 3641.093994
	Iteration 70Q: 3 clusters Score -8017789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -8017795.500000 Penalty: 3641.093994
	Iteration 71Q: 3 clusters Score -8017796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -8017792.500000 Penalty: 3641.093994
	Iteration 72Q: 3 clusters Score -8017792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -8017796.500000 Penalty: 3641.093994
	Iteration 73Q: 3 clusters Score -8017796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -8017792.500000 Penalty: 3641.093994
	Iteration 74Q: 3 clusters Score -8017792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -8017791.000000 Penalty: 3641.093994
	Iteration 75Q: 3 clusters Score -8017791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -8017786.000000 Penalty: 3641.093994
	Iteration 76Q: 3 clusters Score -8017786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -8017782.000000 Penalty: 3641.093994
	Iteration 77Q: 3 clusters Score -8017782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -8017787.000000 Penalty: 3641.093994
	Iteration 78Q: 3 clusters Score -8017787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -8017787.000000 Penalty: 3641.093994
	Iteration 79Q: 3 clusters Score -8017787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -8017787.000000 Penalty: 3641.093994
	Iteration 80F: 3 clusters Score -8017787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Entering Unmasked Estep 
Score: -7774039.500000 Penalty: 1815.319214
	Iteration 0F: 2 clusters Score -7774040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -7726606.000000 Penalty: 3630.638428
	Iteration 0F: 3 clusters Score -7726606 nChanged 33683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -7745657.500000 Penalty: 3630.638428
	Iteration 1F: 3 clusters Score -7745658 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -7746335.000000 Penalty: 3630.638428
	Iteration 2Q: 3 clusters Score -7746335 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -7747253.500000 Penalty: 3630.638428
	Iteration 3Q: 3 clusters Score -7747254 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -7748823.000000 Penalty: 3630.638428
	Iteration 4Q: 3 clusters Score -7748823 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -7751414.500000 Penalty: 3630.638428
	Iteration 5F: 3 clusters Score -7751414 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -7755693.000000 Penalty: 3630.638428
	Iteration 6F: 3 clusters Score -7755693 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -7761404.500000 Penalty: 3630.638428
	Iteration 7F: 3 clusters Score -7761404 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -7766801.500000 Penalty: 3630.638428
	Iteration 8F: 3 clusters Score -7766802 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -7770237.500000 Penalty: 3630.638428
	Iteration 9Q: 3 clusters Score -7770238 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -7771728.500000 Penalty: 3630.638428
	Iteration 10Q: 3 clusters Score -7771728 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -7772181.500000 Penalty: 3630.638428
	Iteration 11Q: 3 clusters Score -7772182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -7772304.500000 Penalty: 3630.638428
	Iteration 12Q: 3 clusters Score -7772304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -7772355.000000 Penalty: 3630.638428
	Iteration 13Q: 3 clusters Score -7772355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -7772384.500000 Penalty: 3630.638428
	Iteration 14Q: 3 clusters Score -7772384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -7772406.000000 Penalty: 3630.638428
	Iteration 15Q: 3 clusters Score -7772406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -7772419.500000 Penalty: 3630.638428
	Iteration 16Q: 3 clusters Score -7772420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -7772433.000000 Penalty: 3630.638428
	Iteration 17Q: 3 clusters Score -7772433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -7772436.000000 Penalty: 3630.638428
	Iteration 18Q: 3 clusters Score -7772436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -7772442.500000 Penalty: 3630.638428
	Iteration 19Q: 3 clusters Score -7772442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -7772448.000000 Penalty: 3630.638428
	Iteration 20F: 3 clusters Score -7772448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -7772454.500000 Penalty: 3630.638428
	Iteration 21Q: 3 clusters Score -7772454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -7772457.000000 Penalty: 3630.638428
	Iteration 22Q: 3 clusters Score -7772457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -7772457.000000 Penalty: 3630.638428
	Iteration 23Q: 3 clusters Score -7772457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -7772459.000000 Penalty: 3630.638428
	Iteration 24Q: 3 clusters Score -7772459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -7772462.500000 Penalty: 3630.638428
	Iteration 25Q: 3 clusters Score -7772462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -7772469.000000 Penalty: 3630.638428
	Iteration 26Q: 3 clusters Score -7772469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -7772466.500000 Penalty: 3630.638428
	Iteration 27Q: 3 clusters Score -7772466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -7772465.000000 Penalty: 3630.638428
	Iteration 28Q: 3 clusters Score -7772465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -7772469.000000 Penalty: 3630.638428
	Iteration 29Q: 3 clusters Score -7772469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -7772469.500000 Penalty: 3630.638428
	Iteration 30Q: 3 clusters Score -7772470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -7772469.500000 Penalty: 3630.638428
	Iteration 31F: 3 clusters Score -7772470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Entering Unmasked Estep 
Score: -570177.812500 Penalty: 1400.415649
	Iteration 0F: 2 clusters Score -570177.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -565932.937500 Penalty: 2800.831299
	Iteration 0F: 3 clusters Score -565932.9 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -567231.187500 Penalty: 2800.831299
	Iteration 1F: 3 clusters Score -567231.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -567581.812500 Penalty: 2800.831299
	Iteration 2F: 3 clusters Score -567581.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -567920.687500 Penalty: 2800.831299
	Iteration 3F: 3 clusters Score -567920.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -568285.437500 Penalty: 2800.831299
	Iteration 4F: 3 clusters Score -568285.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -568685.562500 Penalty: 2800.831299
	Iteration 5F: 3 clusters Score -568685.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -569007.375000 Penalty: 2800.831299
	Iteration 6F: 3 clusters Score -569007.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -569298.562500 Penalty: 2800.831299
	Iteration 7F: 3 clusters Score -569298.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -569532.250000 Penalty: 2800.831299
	Iteration 8Q: 3 clusters Score -569532.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -569627.250000 Penalty: 2800.831299
	Iteration 9Q: 3 clusters Score -569627.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -569659.125000 Penalty: 2800.831299
	Iteration 10Q: 3 clusters Score -569659.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -569670.812500 Penalty: 2800.831299
	Iteration 11Q: 3 clusters Score -569670.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -569675.187500 Penalty: 2800.831299
	Iteration 12Q: 3 clusters Score -569675.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -569677.125000 Penalty: 2800.831299
	Iteration 13Q: 3 clusters Score -569677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -569679.312500 Penalty: 2800.831299
	Iteration 14Q: 3 clusters Score -569679.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -569680.062500 Penalty: 2800.831299
	Iteration 15Q: 3 clusters Score -569680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -569681.750000 Penalty: 2800.831299
	Iteration 16Q: 3 clusters Score -569681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -569683.125000 Penalty: 2800.831299
	Iteration 17Q: 3 clusters Score -569683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -569684.000000 Penalty: 2800.831299
	Iteration 18Q: 3 clusters Score -569684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -569684.000000 Penalty: 2800.831299
	Iteration 19Q: 3 clusters Score -569684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -569684.500000 Penalty: 2800.831299
	Iteration 20F: 3 clusters Score -569684.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -569686.125000 Penalty: 2800.831299
	Iteration 21Q: 3 clusters Score -569686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -569686.125000 Penalty: 2800.831299
	Iteration 22Q: 3 clusters Score -569686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -569686.250000 Penalty: 2800.831299
	Iteration 23Q: 3 clusters Score -569686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -569686.250000 Penalty: 2800.831299
	Iteration 24F: 3 clusters Score -569686.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -66704.921875 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -66704.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65530.136719 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -65530.14 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65698.406250 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -65698.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65744.156250 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -65744.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65765.046875 Penalty: 2103.512451
	Iteration 3Q: 3 clusters Score -65765.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65771.726562 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -65771.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65774.757812 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -65774.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65778.882812 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -65778.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65781.882812 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -65781.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65783.953125 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -65783.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65783.953125 Penalty: 2103.512451
	Iteration 9F: 3 clusters Score -65783.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Entering Unmasked Estep 
Score: -8073317.000000 Penalty: 1821.788940
	Iteration 0F: 2 clusters Score -8073317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -8023882.500000 Penalty: 3643.577881
	Iteration 0F: 3 clusters Score -8023882 nChanged 35128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -8044111.000000 Penalty: 3643.577881
	Iteration 1F: 3 clusters Score -8044111 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -8044610.000000 Penalty: 3643.577881
	Iteration 2Q: 3 clusters Score -8044610 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -8045253.000000 Penalty: 3643.577881
	Iteration 3Q: 3 clusters Score -8045253 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -8045991.500000 Penalty: 3643.577881
	Iteration 4Q: 3 clusters Score -8045992 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -8047251.000000 Penalty: 3643.577881
	Iteration 5Q: 3 clusters Score -8047251 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8049336.500000 Penalty: 3643.577881
	Iteration 6F: 3 clusters Score -8049336 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -8052716.000000 Penalty: 3643.577881
	Iteration 7F: 3 clusters Score -8052716 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -8057217.000000 Penalty: 3643.577881
	Iteration 8F: 3 clusters Score -8057217 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -8061663.000000 Penalty: 3643.577881
	Iteration 9F: 3 clusters Score -8061663 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -8064670.500000 Penalty: 3643.577881
	Iteration 10F: 3 clusters Score -8064670 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -8066380.500000 Penalty: 3643.577881
	Iteration 11Q: 3 clusters Score -8066380 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -8067510.000000 Penalty: 3643.577881
	Iteration 12Q: 3 clusters Score -8067510 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -8068443.000000 Penalty: 3643.577881
	Iteration 13Q: 3 clusters Score -8068443 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -8069162.000000 Penalty: 3643.577881
	Iteration 14Q: 3 clusters Score -8069162 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -8069732.500000 Penalty: 3643.577881
	Iteration 15Q: 3 clusters Score -8069732 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -8070231.500000 Penalty: 3643.577881
	Iteration 16Q: 3 clusters Score -8070232 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -8070573.000000 Penalty: 3643.577881
	Iteration 17Q: 3 clusters Score -8070573 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -8070832.000000 Penalty: 3643.577881
	Iteration 18Q: 3 clusters Score -8070832 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -8071070.500000 Penalty: 3643.577881
	Iteration 19Q: 3 clusters Score -8071070 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -8071281.500000 Penalty: 3643.577881
	Iteration 20F: 3 clusters Score -8071282 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -8071463.000000 Penalty: 3643.577881
	Iteration 21Q: 3 clusters Score -8071463 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -8071601.500000 Penalty: 3643.577881
	Iteration 22Q: 3 clusters Score -8071602 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -8071710.000000 Penalty: 3643.577881
	Iteration 23Q: 3 clusters Score -8071710 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -8071833.500000 Penalty: 3643.577881
	Iteration 24Q: 3 clusters Score -8071834 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -8071901.000000 Penalty: 3643.577881
	Iteration 25Q: 3 clusters Score -8071901 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -8071928.500000 Penalty: 3643.577881
	Iteration 26Q: 3 clusters Score -8071928 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -8071968.000000 Penalty: 3643.577881
	Iteration 27Q: 3 clusters Score -8071968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -8072005.000000 Penalty: 3643.577881
	Iteration 28Q: 3 clusters Score -8072005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -8072044.500000 Penalty: 3643.577881
	Iteration 29Q: 3 clusters Score -8072044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -8072055.500000 Penalty: 3643.577881
	Iteration 30Q: 3 clusters Score -8072056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -8072082.000000 Penalty: 3643.577881
	Iteration 31Q: 3 clusters Score -8072082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
Score: -8072092.000000 Penalty: 3643.577881
	Iteration 32Q: 3 clusters Score -8072092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -8072100.000000 Penalty: 3643.577881
	Iteration 33Q: 3 clusters Score -8072100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -8072111.000000 Penalty: 3643.577881
	Iteration 34Q: 3 clusters Score -8072111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -8072115.500000 Penalty: 3643.577881
	Iteration 35Q: 3 clusters Score -8072116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -8072121.000000 Penalty: 3643.577881
	Iteration 36Q: 3 clusters Score -8072121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -8072125.500000 Penalty: 3643.577881
	Iteration 37Q: 3 clusters Score -8072126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -8072130.500000 Penalty: 3643.577881
	Iteration 38Q: 3 clusters Score -8072130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -8072132.500000 Penalty: 3643.577881
	Iteration 39Q: 3 clusters Score -8072132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -8072141.500000 Penalty: 3643.577881
	Iteration 40F: 3 clusters Score -8072142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -8072142.500000 Penalty: 3643.577881
	Iteration 41Q: 3 clusters Score -8072142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -8072150.500000 Penalty: 3643.577881
	Iteration 42Q: 3 clusters Score -8072150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -8072141.500000 Penalty: 3643.577881
	Iteration 43Q: 3 clusters Score -8072142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -8072144.000000 Penalty: 3643.577881
	Iteration 44Q: 3 clusters Score -8072144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -8072141.500000 Penalty: 3643.577881
	Iteration 45Q: 3 clusters Score -8072142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -8072145.000000 Penalty: 3643.577881
	Iteration 46Q: 3 clusters Score -8072145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -8072145.000000 Penalty: 3643.577881
	Iteration 47Q: 3 clusters Score -8072145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -8072142.000000 Penalty: 3643.577881
	Iteration 48Q: 3 clusters Score -8072142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -8072142.500000 Penalty: 3643.577881
	Iteration 49Q: 3 clusters Score -8072142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -8072142.500000 Penalty: 3643.577881
	Iteration 50F: 3 clusters Score -8072142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Entering Unmasked Estep 
Score: -5301819.000000 Penalty: 1753.187378
	Iteration 0F: 2 clusters Score -5301819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -5269528.000000 Penalty: 3506.374756
	Iteration 0F: 3 clusters Score -5269528 nChanged 22609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -5282102.000000 Penalty: 3506.374756
	Iteration 1F: 3 clusters Score -5282102 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5282520.500000 Penalty: 3506.374756
	Iteration 2Q: 3 clusters Score -5282520 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5282938.500000 Penalty: 3506.374756
	Iteration 3Q: 3 clusters Score -5282938 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5283508.500000 Penalty: 3506.374756
	Iteration 4Q: 3 clusters Score -5283508 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -5284355.000000 Penalty: 3506.374756
	Iteration 5Q: 3 clusters Score -5284355 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -5285885.000000 Penalty: 3506.374756
	Iteration 6F: 3 clusters Score -5285885 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5288459.000000 Penalty: 3506.374756
	Iteration 7F: 3 clusters Score -5288459 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -5292129.000000 Penalty: 3506.374756
	Iteration 8F: 3 clusters Score -5292129 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -5295953.500000 Penalty: 3506.374756
	Iteration 9F: 3 clusters Score -5295954 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5298540.500000 Penalty: 3506.374756
	Iteration 10F: 3 clusters Score -5298540 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5299648.000000 Penalty: 3506.374756
	Iteration 11Q: 3 clusters Score -5299648 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5299997.000000 Penalty: 3506.374756
	Iteration 12Q: 3 clusters Score -5299997 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5300121.000000 Penalty: 3506.374756
	Iteration 13Q: 3 clusters Score -5300121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5300211.500000 Penalty: 3506.374756
	Iteration 14Q: 3 clusters Score -5300212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5300240.500000 Penalty: 3506.374756
	Iteration 15Q: 3 clusters Score -5300240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5300268.000000 Penalty: 3506.374756
	Iteration 16Q: 3 clusters Score -5300268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5300278.000000 Penalty: 3506.374756
	Iteration 17Q: 3 clusters Score -5300278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5300290.000000 Penalty: 3506.374756
	Iteration 18Q: 3 clusters Score -5300290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5300302.000000 Penalty: 3506.374756
	Iteration 19Q: 3 clusters Score -5300302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5300305.000000 Penalty: 3506.374756
	Iteration 20F: 3 clusters Score -5300305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5300309.000000 Penalty: 3506.374756
	Iteration 21Q: 3 clusters Score -5300309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5300311.500000 Penalty: 3506.374756
	Iteration 22Q: 3 clusters Score -5300312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5300314.500000 Penalty: 3506.374756
	Iteration 23Q: 3 clusters Score -5300314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5300315.000000 Penalty: 3506.374756
	Iteration 24Q: 3 clusters Score -5300315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5300317.500000 Penalty: 3506.374756
	Iteration 25Q: 3 clusters Score -5300318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5300325.000000 Penalty: 3506.374756
	Iteration 26Q: 3 clusters Score -5300325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5300332.000000 Penalty: 3506.374756
	Iteration 27Q: 3 clusters Score -5300332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5300335.500000 Penalty: 3506.374756
	Iteration 28Q: 3 clusters Score -5300336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5300336.000000 Penalty: 3506.374756
	Iteration 29Q: 3 clusters Score -5300336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5300337.500000 Penalty: 3506.374756
	Iteration 30Q: 3 clusters Score -5300338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5300337.500000 Penalty: 3506.374756
	Iteration 31F: 3 clusters Score -5300338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Entering Unmasked Estep 
Score: -4449510.500000 Penalty: 1730.730469
	Iteration 0F: 2 clusters Score -4449510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4421152.500000 Penalty: 3461.460938
	Iteration 0F: 3 clusters Score -4421152 nChanged 19694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4432080.500000 Penalty: 3461.460938
	Iteration 1F: 3 clusters Score -4432080 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -4432534.000000 Penalty: 3461.460938
	Iteration 2Q: 3 clusters Score -4432534 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -4433094.000000 Penalty: 3461.460938
	Iteration 3Q: 3 clusters Score -4433094 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -4433798.500000 Penalty: 3461.460938
	Iteration 4Q: 3 clusters Score -4433798 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -4434752.000000 Penalty: 3461.460938
	Iteration 5Q: 3 clusters Score -4434752 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -4435978.000000 Penalty: 3461.460938
	Iteration 6F: 3 clusters Score -4435978 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -4437423.500000 Penalty: 3461.460938
	Iteration 7F: 3 clusters Score -4437424 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -4438885.000000 Penalty: 3461.460938
	Iteration 8F: 3 clusters Score -4438885 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4440052.000000 Penalty: 3461.460938
	Iteration 9F: 3 clusters Score -4440052 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -4440929.000000 Penalty: 3461.460938
	Iteration 10Q: 3 clusters Score -4440929 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -4441456.500000 Penalty: 3461.460938
	Iteration 11Q: 3 clusters Score -4441456 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4441831.000000 Penalty: 3461.460938
	Iteration 12Q: 3 clusters Score -4441831 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -4442040.000000 Penalty: 3461.460938
	Iteration 13Q: 3 clusters Score -4442040 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -4442181.000000 Penalty: 3461.460938
	Iteration 14Q: 3 clusters Score -4442181 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -4442272.000000 Penalty: 3461.460938
	Iteration 15Q: 3 clusters Score -4442272 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -4442328.500000 Penalty: 3461.460938
	Iteration 16Q: 3 clusters Score -4442328 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4442389.500000 Penalty: 3461.460938
	Iteration 17Q: 3 clusters Score -4442390 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4442426.000000 Penalty: 3461.460938
	Iteration 18Q: 3 clusters Score -4442426 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4442446.500000 Penalty: 3461.460938
	Iteration 19Q: 3 clusters Score -4442446 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4442492.500000 Penalty: 3461.460938
	Iteration 20F: 3 clusters Score -4442492 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -4442509.000000 Penalty: 3461.460938
	Iteration 21Q: 3 clusters Score -4442509 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4442548.000000 Penalty: 3461.460938
	Iteration 22Q: 3 clusters Score -4442548 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -4442560.000000 Penalty: 3461.460938
	Iteration 23Q: 3 clusters Score -4442560 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -4442599.000000 Penalty: 3461.460938
	Iteration 24Q: 3 clusters Score -4442599 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4442620.000000 Penalty: 3461.460938
	Iteration 25Q: 3 clusters Score -4442620 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -4442656.000000 Penalty: 3461.460938
	Iteration 26Q: 3 clusters Score -4442656 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -4442705.500000 Penalty: 3461.460938
	Iteration 27Q: 3 clusters Score -4442706 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -4442757.000000 Penalty: 3461.460938
	Iteration 28Q: 3 clusters Score -4442757 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4442764.500000 Penalty: 3461.460938
	Iteration 29Q: 3 clusters Score -4442764 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4442811.000000 Penalty: 3461.460938
	Iteration 30Q: 3 clusters Score -4442811 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -4442865.500000 Penalty: 3461.460938
	Iteration 31Q: 3 clusters Score -4442866 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4442901.500000 Penalty: 3461.460938
	Iteration 32Q: 3 clusters Score -4442902 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4442951.000000 Penalty: 3461.460938
	Iteration 33Q: 3 clusters Score -4442951 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4442984.500000 Penalty: 3461.460938
	Iteration 34Q: 3 clusters Score -4442984 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4443063.500000 Penalty: 3461.460938
	Iteration 35Q: 3 clusters Score -4443064 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -4443127.500000 Penalty: 3461.460938
	Iteration 36Q: 3 clusters Score -4443128 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4443214.000000 Penalty: 3461.460938
	Iteration 37Q: 3 clusters Score -4443214 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4443321.000000 Penalty: 3461.460938
	Iteration 38Q: 3 clusters Score -4443321 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4443440.000000 Penalty: 3461.460938
	Iteration 39Q: 3 clusters Score -4443440 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4443555.000000 Penalty: 3461.460938
	Iteration 40F: 3 clusters Score -4443555 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4443688.000000 Penalty: 3461.460938
	Iteration 41Q: 3 clusters Score -4443688 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4443834.500000 Penalty: 3461.460938
	Iteration 42Q: 3 clusters Score -4443834 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4444001.000000 Penalty: 3461.460938
	Iteration 43Q: 3 clusters Score -4444001 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -4444133.000000 Penalty: 3461.460938
	Iteration 44Q: 3 clusters Score -4444133 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4444275.000000 Penalty: 3461.460938
	Iteration 45Q: 3 clusters Score -4444275 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4444458.000000 Penalty: 3461.460938
	Iteration 46Q: 3 clusters Score -4444458 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -4444632.000000 Penalty: 3461.460938
	Iteration 47Q: 3 clusters Score -4444632 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4444791.500000 Penalty: 3461.460938
	Iteration 48Q: 3 clusters Score -4444792 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -4444944.000000 Penalty: 3461.460938
	Iteration 49Q: 3 clusters Score -4444944 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -4445095.000000 Penalty: 3461.460938
	Iteration 50Q: 3 clusters Score -4445095 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4445286.000000 Penalty: 3461.460938
	Iteration 51Q: 3 clusters Score -4445286 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4445432.500000 Penalty: 3461.460938
	Iteration 52Q: 3 clusters Score -4445432 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -4445580.000000 Penalty: 3461.460938
	Iteration 53Q: 3 clusters Score -4445580 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4445734.000000 Penalty: 3461.460938
	Iteration 54Q: 3 clusters Score -4445734 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -4445890.500000 Penalty: 3461.460938
	Iteration 55Q: 3 clusters Score -4445890 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -4446037.000000 Penalty: 3461.460938
	Iteration 56Q: 3 clusters Score -4446037 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -4446194.000000 Penalty: 3461.460938
	Iteration 57Q: 3 clusters Score -4446194 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -4446342.500000 Penalty: 3461.460938
	Iteration 58Q: 3 clusters Score -4446342 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -4446452.000000 Penalty: 3461.460938
	Iteration 59Q: 3 clusters Score -4446452 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -4446553.000000 Penalty: 3461.460938
	Iteration 60F: 3 clusters Score -4446553 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -4446645.000000 Penalty: 3461.460938
	Iteration 61Q: 3 clusters Score -4446645 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -4446711.000000 Penalty: 3461.460938
	Iteration 62Q: 3 clusters Score -4446711 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4446811.000000 Penalty: 3461.460938
	Iteration 63Q: 3 clusters Score -4446811 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4446879.000000 Penalty: 3461.460938
	Iteration 64Q: 3 clusters Score -4446879 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4446972.000000 Penalty: 3461.460938
	Iteration 65Q: 3 clusters Score -4446972 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -4447030.000000 Penalty: 3461.460938
	Iteration 66Q: 3 clusters Score -4447030 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4447119.500000 Penalty: 3461.460938
	Iteration 67Q: 3 clusters Score -4447120 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4447166.500000 Penalty: 3461.460938
	Iteration 68Q: 3 clusters Score -4447166 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4447233.500000 Penalty: 3461.460938
	Iteration 69Q: 3 clusters Score -4447234 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4447273.000000 Penalty: 3461.460938
	Iteration 70Q: 3 clusters Score -4447273 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4447315.000000 Penalty: 3461.460938
	Iteration 71Q: 3 clusters Score -4447315 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4447361.000000 Penalty: 3461.460938
	Iteration 72Q: 3 clusters Score -4447361 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4447423.000000 Penalty: 3461.460938
	Iteration 73Q: 3 clusters Score -4447423 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4447450.000000 Penalty: 3461.460938
	Iteration 74Q: 3 clusters Score -4447450 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4447513.500000 Penalty: 3461.460938
	Iteration 75Q: 3 clusters Score -4447514 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4447564.000000 Penalty: 3461.460938
	Iteration 76Q: 3 clusters Score -4447564 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4447609.000000 Penalty: 3461.460938
	Iteration 77Q: 3 clusters Score -4447609 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4447653.000000 Penalty: 3461.460938
	Iteration 78Q: 3 clusters Score -4447653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4447701.000000 Penalty: 3461.460938
	Iteration 79Q: 3 clusters Score -4447701 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4447733.500000 Penalty: 3461.460938
	Iteration 80F: 3 clusters Score -4447734 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4447775.500000 Penalty: 3461.460938
	Iteration 81Q: 3 clusters Score -4447776 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4447804.000000 Penalty: 3461.460938
	Iteration 82Q: 3 clusters Score -4447804 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4447824.500000 Penalty: 3461.460938
	Iteration 83Q: 3 clusters Score -4447824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4447862.500000 Penalty: 3461.460938
	Iteration 84Q: 3 clusters Score -4447862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4447871.500000 Penalty: 3461.460938
	Iteration 85Q: 3 clusters Score -4447872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4447892.500000 Penalty: 3461.460938
	Iteration 86Q: 3 clusters Score -4447892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4447904.500000 Penalty: 3461.460938
	Iteration 87Q: 3 clusters Score -4447904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4447927.500000 Penalty: 3461.460938
	Iteration 88Q: 3 clusters Score -4447928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4447950.500000 Penalty: 3461.460938
	Iteration 89Q: 3 clusters Score -4447950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4447972.500000 Penalty: 3461.460938
	Iteration 90Q: 3 clusters Score -4447972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4447992.500000 Penalty: 3461.460938
	Iteration 91Q: 3 clusters Score -4447992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4448005.000000 Penalty: 3461.460938
	Iteration 92Q: 3 clusters Score -4448005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4448023.500000 Penalty: 3461.460938
	Iteration 93Q: 3 clusters Score -4448024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4448025.000000 Penalty: 3461.460938
	Iteration 94Q: 3 clusters Score -4448025 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4448038.500000 Penalty: 3461.460938
	Iteration 95Q: 3 clusters Score -4448038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4448064.000000 Penalty: 3461.460938
	Iteration 96Q: 3 clusters Score -4448064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4448086.500000 Penalty: 3461.460938
	Iteration 97Q: 3 clusters Score -4448086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4448111.000000 Penalty: 3461.460938
	Iteration 98Q: 3 clusters Score -4448111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4448135.000000 Penalty: 3461.460938
	Iteration 99Q: 3 clusters Score -4448135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4448148.500000 Penalty: 3461.460938
	Iteration 100F: 3 clusters Score -4448148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4448167.500000 Penalty: 3461.460938
	Iteration 101Q: 3 clusters Score -4448168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4448180.500000 Penalty: 3461.460938
	Iteration 102Q: 3 clusters Score -4448180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4448203.000000 Penalty: 3461.460938
	Iteration 103Q: 3 clusters Score -4448203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4448221.500000 Penalty: 3461.460938
	Iteration 104Q: 3 clusters Score -4448222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4448232.500000 Penalty: 3461.460938
	Iteration 105Q: 3 clusters Score -4448232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4448255.000000 Penalty: 3461.460938
	Iteration 106Q: 3 clusters Score -4448255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4448269.500000 Penalty: 3461.460938
	Iteration 107Q: 3 clusters Score -4448270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4448286.000000 Penalty: 3461.460938
	Iteration 108Q: 3 clusters Score -4448286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4448294.500000 Penalty: 3461.460938
	Iteration 109Q: 3 clusters Score -4448294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4448318.500000 Penalty: 3461.460938
	Iteration 110Q: 3 clusters Score -4448318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4448331.500000 Penalty: 3461.460938
	Iteration 111Q: 3 clusters Score -4448332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4448338.500000 Penalty: 3461.460938
	Iteration 112Q: 3 clusters Score -4448338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4448347.000000 Penalty: 3461.460938
	Iteration 113Q: 3 clusters Score -4448347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4448364.500000 Penalty: 3461.460938
	Iteration 114Q: 3 clusters Score -4448364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4448385.000000 Penalty: 3461.460938
	Iteration 115Q: 3 clusters Score -4448385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4448399.000000 Penalty: 3461.460938
	Iteration 116Q: 3 clusters Score -4448399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4448415.000000 Penalty: 3461.460938
	Iteration 117Q: 3 clusters Score -4448415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4448431.000000 Penalty: 3461.460938
	Iteration 118Q: 3 clusters Score -4448431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4448444.500000 Penalty: 3461.460938
	Iteration 119Q: 3 clusters Score -4448444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4448454.500000 Penalty: 3461.460938
	Iteration 120F: 3 clusters Score -4448454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4448459.500000 Penalty: 3461.460938
	Iteration 121Q: 3 clusters Score -4448460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4448469.000000 Penalty: 3461.460938
	Iteration 122Q: 3 clusters Score -4448469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4448474.000000 Penalty: 3461.460938
	Iteration 123Q: 3 clusters Score -4448474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4448482.000000 Penalty: 3461.460938
	Iteration 124Q: 3 clusters Score -4448482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4448494.500000 Penalty: 3461.460938
	Iteration 125Q: 3 clusters Score -4448494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4448503.000000 Penalty: 3461.460938
	Iteration 126Q: 3 clusters Score -4448503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4448515.500000 Penalty: 3461.460938
	Iteration 127Q: 3 clusters Score -4448516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4448526.000000 Penalty: 3461.460938
	Iteration 128Q: 3 clusters Score -4448526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4448530.500000 Penalty: 3461.460938
	Iteration 129Q: 3 clusters Score -4448530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4448532.500000 Penalty: 3461.460938
	Iteration 130Q: 3 clusters Score -4448532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4448542.000000 Penalty: 3461.460938
	Iteration 131Q: 3 clusters Score -4448542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4448543.500000 Penalty: 3461.460938
	Iteration 132Q: 3 clusters Score -4448544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4448544.000000 Penalty: 3461.460938
	Iteration 133Q: 3 clusters Score -4448544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4448549.500000 Penalty: 3461.460938
	Iteration 134Q: 3 clusters Score -4448550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4448553.000000 Penalty: 3461.460938
	Iteration 135Q: 3 clusters Score -4448553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4448556.500000 Penalty: 3461.460938
	Iteration 136Q: 3 clusters Score -4448556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4448558.500000 Penalty: 3461.460938
	Iteration 137Q: 3 clusters Score -4448558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4448567.500000 Penalty: 3461.460938
	Iteration 138Q: 3 clusters Score -4448568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4448562.000000 Penalty: 3461.460938
	Iteration 139Q: 3 clusters Score -4448562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4448571.500000 Penalty: 3461.460938
	Iteration 140F: 3 clusters Score -4448572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4448572.500000 Penalty: 3461.460938
	Iteration 141Q: 3 clusters Score -4448572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4448577.000000 Penalty: 3461.460938
	Iteration 142Q: 3 clusters Score -4448577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4448577.000000 Penalty: 3461.460938
	Iteration 143F: 3 clusters Score -4448577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (131741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131741 members 
Entering Unmasked Estep 
Score: -14296503.000000 Penalty: 1915.646362
	Iteration 0F: 2 clusters Score -1.42965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -14208261.000000 Penalty: 3831.292725
	Iteration 0F: 3 clusters Score -1.420826e+07 nChanged 63494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -14245061.000000 Penalty: 3831.292725
	Iteration 1F: 3 clusters Score -1.424506e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -14245771.000000 Penalty: 3831.292725
	Iteration 2Q: 3 clusters Score -1.424577e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -14246735.000000 Penalty: 3831.292725
	Iteration 3Q: 3 clusters Score -1.424674e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -14247977.000000 Penalty: 3831.292725
	Iteration 4Q: 3 clusters Score -1.424798e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -14250121.000000 Penalty: 3831.292725
	Iteration 5Q: 3 clusters Score -1.425012e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -14253556.000000 Penalty: 3831.292725
	Iteration 6Q: 3 clusters Score -1.425356e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -14258611.000000 Penalty: 3831.292725
	Iteration 7F: 3 clusters Score -1.425861e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -14265339.000000 Penalty: 3831.292725
	Iteration 8F: 3 clusters Score -1.426534e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -14272586.000000 Penalty: 3831.292725
	Iteration 9F: 3 clusters Score -1.427259e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 111651 members 
Entering Unmasked Estep 
Score: -14279169.000000 Penalty: 3831.292725
	Iteration 10F: 3 clusters Score -1.427917e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 117942 members 
Entering Unmasked Estep 
Score: -14284498.000000 Penalty: 3831.292725
	Iteration 11Q: 3 clusters Score -1.42845e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -14288303.000000 Penalty: 3831.292725
	Iteration 12Q: 3 clusters Score -1.42883e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 126062 members 
Entering Unmasked Estep 
Score: -14290881.000000 Penalty: 3831.292725
	Iteration 13Q: 3 clusters Score -1.429088e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 128376 members 
Entering Unmasked Estep 
Score: -14292530.000000 Penalty: 3831.292725
	Iteration 14Q: 3 clusters Score -1.429253e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 129806 members 
Entering Unmasked Estep 
Score: -14293577.000000 Penalty: 3831.292725
	Iteration 15Q: 3 clusters Score -1.429358e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 130570 members 
Entering Unmasked Estep 
Score: -14294166.000000 Penalty: 3831.292725
	Iteration 16Q: 3 clusters Score -1.429417e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 130972 members 
Entering Unmasked Estep 
Score: -14294466.000000 Penalty: 3831.292725
	Iteration 17Q: 3 clusters Score -1.429447e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 131177 members 
Entering Unmasked Estep 
Score: -14294598.000000 Penalty: 3831.292725
	Iteration 18Q: 3 clusters Score -1.42946e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 131272 members 
Entering Unmasked Estep 
Score: -14294675.000000 Penalty: 3831.292725
	Iteration 19Q: 3 clusters Score -1.429468e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 131334 members 
Entering Unmasked Estep 
Score: -14294744.000000 Penalty: 3831.292725
	Iteration 20F: 3 clusters Score -1.429474e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 131380 members 
Entering Unmasked Estep 
Score: -14294775.000000 Penalty: 3831.292725
	Iteration 21Q: 3 clusters Score -1.429478e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 131402 members 
Entering Unmasked Estep 
Score: -14294807.000000 Penalty: 3831.292725
	Iteration 22Q: 3 clusters Score -1.429481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -14294828.000000 Penalty: 3831.292725
	Iteration 23Q: 3 clusters Score -1.429483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 131440 members 
Entering Unmasked Estep 
Score: -14294832.000000 Penalty: 3831.292725
	Iteration 24Q: 3 clusters Score -1.429483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 131450 members 
Entering Unmasked Estep 
Score: -14294848.000000 Penalty: 3831.292725
	Iteration 25Q: 3 clusters Score -1.429485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 131454 members 
Entering Unmasked Estep 
Score: -14294855.000000 Penalty: 3831.292725
	Iteration 26Q: 3 clusters Score -1.429486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131457 members 
Entering Unmasked Estep 
Score: -14294858.000000 Penalty: 3831.292725
	Iteration 27Q: 3 clusters Score -1.429486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 131459 members 
Entering Unmasked Estep 
Score: -14294852.000000 Penalty: 3831.292725
	Iteration 28Q: 3 clusters Score -1.429485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 131461 members 
Entering Unmasked Estep 
Score: -14294855.000000 Penalty: 3831.292725
	Iteration 29Q: 3 clusters Score -1.429486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 131463 members 
Entering Unmasked Estep 
Score: -14294865.000000 Penalty: 3831.292725
	Iteration 30Q: 3 clusters Score -1.429486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 131468 members 
Entering Unmasked Estep 
Score: -14294866.000000 Penalty: 3831.292725
	Iteration 31Q: 3 clusters Score -1.429487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 131470 members 
Entering Unmasked Estep 
Score: -14294870.000000 Penalty: 3831.292725
	Iteration 32Q: 3 clusters Score -1.429487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 131471 members 
Entering Unmasked Estep 
Score: -14294870.000000 Penalty: 3831.292725
	Iteration 33Q: 3 clusters Score -1.429487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 131473 members 
Entering Unmasked Estep 
Score: -14294872.000000 Penalty: 3831.292725
	Iteration 34Q: 3 clusters Score -1.429487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 131474 members 
Entering Unmasked Estep 
Score: -14294872.000000 Penalty: 3831.292725
	Iteration 35Q: 3 clusters Score -1.429487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 131474 members 
Entering Unmasked Estep 
Score: -14294872.000000 Penalty: 3831.292725
	Iteration 36F: 3 clusters Score -1.429487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Entering Unmasked Estep 
Score: -4487075.000000 Penalty: 1730.526367
	Iteration 0F: 2 clusters Score -4487075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4458896.000000 Penalty: 3461.052734
	Iteration 0F: 3 clusters Score -4458896 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -4470133.000000 Penalty: 3461.052734
	Iteration 1F: 3 clusters Score -4470133 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4470761.000000 Penalty: 3461.052734
	Iteration 2Q: 3 clusters Score -4470761 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -4471581.500000 Penalty: 3461.052734
	Iteration 3Q: 3 clusters Score -4471582 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4472611.500000 Penalty: 3461.052734
	Iteration 4F: 3 clusters Score -4472612 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -4473809.000000 Penalty: 3461.052734
	Iteration 5F: 3 clusters Score -4473809 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4475036.500000 Penalty: 3461.052734
	Iteration 6F: 3 clusters Score -4475036 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -4476269.500000 Penalty: 3461.052734
	Iteration 7F: 3 clusters Score -4476270 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -4477480.000000 Penalty: 3461.052734
	Iteration 8F: 3 clusters Score -4477480 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -4478850.500000 Penalty: 3461.052734
	Iteration 9Q: 3 clusters Score -4478850 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4480103.500000 Penalty: 3461.052734
	Iteration 10Q: 3 clusters Score -4480104 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -4481291.500000 Penalty: 3461.052734
	Iteration 11Q: 3 clusters Score -4481292 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4482214.000000 Penalty: 3461.052734
	Iteration 12Q: 3 clusters Score -4482214 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4482919.000000 Penalty: 3461.052734
	Iteration 13Q: 3 clusters Score -4482919 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -4483428.000000 Penalty: 3461.052734
	Iteration 14Q: 3 clusters Score -4483428 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4483872.500000 Penalty: 3461.052734
	Iteration 15Q: 3 clusters Score -4483872 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4484226.000000 Penalty: 3461.052734
	Iteration 16Q: 3 clusters Score -4484226 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4484524.500000 Penalty: 3461.052734
	Iteration 17Q: 3 clusters Score -4484524 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -4484748.000000 Penalty: 3461.052734
	Iteration 18Q: 3 clusters Score -4484748 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -4484934.000000 Penalty: 3461.052734
	Iteration 19Q: 3 clusters Score -4484934 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -4485138.500000 Penalty: 3461.052734
	Iteration 20F: 3 clusters Score -4485138 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -4485318.500000 Penalty: 3461.052734
	Iteration 21Q: 3 clusters Score -4485318 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -4485463.500000 Penalty: 3461.052734
	Iteration 22Q: 3 clusters Score -4485464 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4485585.500000 Penalty: 3461.052734
	Iteration 23Q: 3 clusters Score -4485586 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -4485671.000000 Penalty: 3461.052734
	Iteration 24Q: 3 clusters Score -4485671 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -4485728.000000 Penalty: 3461.052734
	Iteration 25Q: 3 clusters Score -4485728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -4485758.000000 Penalty: 3461.052734
	Iteration 26Q: 3 clusters Score -4485758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -4485782.500000 Penalty: 3461.052734
	Iteration 27Q: 3 clusters Score -4485782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -4485803.000000 Penalty: 3461.052734
	Iteration 28Q: 3 clusters Score -4485803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -4485822.500000 Penalty: 3461.052734
	Iteration 29Q: 3 clusters Score -4485822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -4485844.500000 Penalty: 3461.052734
	Iteration 30Q: 3 clusters Score -4485844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -4485856.000000 Penalty: 3461.052734
	Iteration 31Q: 3 clusters Score -4485856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -4485866.000000 Penalty: 3461.052734
	Iteration 32Q: 3 clusters Score -4485866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -4485867.500000 Penalty: 3461.052734
	Iteration 33Q: 3 clusters Score -4485868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4485878.000000 Penalty: 3461.052734
	Iteration 34Q: 3 clusters Score -4485878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4485872.000000 Penalty: 3461.052734
	Iteration 35Q: 3 clusters Score -4485872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4485875.500000 Penalty: 3461.052734
	Iteration 36Q: 3 clusters Score -4485876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -4485875.000000 Penalty: 3461.052734
	Iteration 37Q: 3 clusters Score -4485875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -4485876.000000 Penalty: 3461.052734
	Iteration 38Q: 3 clusters Score -4485876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -4485876.500000 Penalty: 3461.052734
	Iteration 39Q: 3 clusters Score -4485876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -4485878.000000 Penalty: 3461.052734
	Iteration 40F: 3 clusters Score -4485878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -4485879.000000 Penalty: 3461.052734
	Iteration 41Q: 3 clusters Score -4485879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -4485879.000000 Penalty: 3461.052734
	Iteration 42F: 3 clusters Score -4485879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (192036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192036 members 
Entering Unmasked Estep 
Score: -20778334.000000 Penalty: 1976.883667
	Iteration 0F: 2 clusters Score -2.077833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -20651768.000000 Penalty: 3953.767334
	Iteration 0F: 3 clusters Score -2.065177e+07 nChanged 92973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -20707294.000000 Penalty: 3953.767334
	Iteration 1F: 3 clusters Score -2.070729e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 95274 members 
Entering Unmasked Estep 
Score: -20708322.000000 Penalty: 3953.767334
	Iteration 2Q: 3 clusters Score -2.070832e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96663 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -20709800.000000 Penalty: 3953.767334
	Iteration 3Q: 3 clusters Score -2.07098e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -20711702.000000 Penalty: 3953.767334
	Iteration 4Q: 3 clusters Score -2.07117e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -20714638.000000 Penalty: 3953.767334
	Iteration 5Q: 3 clusters Score -2.071464e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -20719946.000000 Penalty: 3953.767334
	Iteration 6Q: 3 clusters Score -2.071995e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -20728378.000000 Penalty: 3953.767334
	Iteration 7F: 3 clusters Score -2.072838e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -20738470.000000 Penalty: 3953.767334
	Iteration 8F: 3 clusters Score -2.073847e+07 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -20745496.000000 Penalty: 3953.767334
	Iteration 9F: 3 clusters Score -2.07455e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -20748306.000000 Penalty: 3953.767334
	Iteration 10Q: 3 clusters Score -2.074831e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 106606 members 
Entering Unmasked Estep 
Score: -20749248.000000 Penalty: 3953.767334
	Iteration 11Q: 3 clusters Score -2.074925e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -20750000.000000 Penalty: 3953.767334
	Iteration 12Q: 3 clusters Score -2.075e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 110112 members 
Entering Unmasked Estep 
Score: -20750718.000000 Penalty: 3953.767334
	Iteration 13Q: 3 clusters Score -2.075072e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 112148 members 
Entering Unmasked Estep 
Score: -20751592.000000 Penalty: 3953.767334
	Iteration 14Q: 3 clusters Score -2.075159e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 114329 members 
Entering Unmasked Estep 
Score: -20752344.000000 Penalty: 3953.767334
	Iteration 15Q: 3 clusters Score -2.075234e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -20753210.000000 Penalty: 3953.767334
	Iteration 16Q: 3 clusters Score -2.075321e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 119170 members 
Entering Unmasked Estep 
Score: -20754020.000000 Penalty: 3953.767334
	Iteration 17Q: 3 clusters Score -2.075402e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 121799 members 
Entering Unmasked Estep 
Score: -20755018.000000 Penalty: 3953.767334
	Iteration 18Q: 3 clusters Score -2.075502e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 124486 members 
Entering Unmasked Estep 
Score: -20756030.000000 Penalty: 3953.767334
	Iteration 19Q: 3 clusters Score -2.075603e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -20757134.000000 Penalty: 3953.767334
	Iteration 20F: 3 clusters Score -2.075713e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 130171 members 
Entering Unmasked Estep 
Score: -20758290.000000 Penalty: 3953.767334
	Iteration 21Q: 3 clusters Score -2.075829e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 133016 members 
Entering Unmasked Estep 
Score: -20759280.000000 Penalty: 3953.767334
	Iteration 22Q: 3 clusters Score -2.075928e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 135805 members 
Entering Unmasked Estep 
Score: -20760376.000000 Penalty: 3953.767334
	Iteration 23Q: 3 clusters Score -2.076038e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 138702 members 
Entering Unmasked Estep 
Score: -20761532.000000 Penalty: 3953.767334
	Iteration 24Q: 3 clusters Score -2.076153e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 141567 members 
Entering Unmasked Estep 
Score: -20762566.000000 Penalty: 3953.767334
	Iteration 25Q: 3 clusters Score -2.076257e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -20763588.000000 Penalty: 3953.767334
	Iteration 26Q: 3 clusters Score -2.076359e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -20764624.000000 Penalty: 3953.767334
	Iteration 27Q: 3 clusters Score -2.076462e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 150355 members 
Entering Unmasked Estep 
Score: -20765604.000000 Penalty: 3953.767334
	Iteration 28Q: 3 clusters Score -2.07656e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -20766680.000000 Penalty: 3953.767334
	Iteration 29Q: 3 clusters Score -2.076668e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -20767850.000000 Penalty: 3953.767334
	Iteration 30Q: 3 clusters Score -2.076785e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -20768830.000000 Penalty: 3953.767334
	Iteration 31Q: 3 clusters Score -2.076883e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -20769666.000000 Penalty: 3953.767334
	Iteration 32Q: 3 clusters Score -2.076967e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 165459 members 
Entering Unmasked Estep 
Score: -20770672.000000 Penalty: 3953.767334
	Iteration 33Q: 3 clusters Score -2.077067e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 168039 members 
Entering Unmasked Estep 
Score: -20771792.000000 Penalty: 3953.767334
	Iteration 34Q: 3 clusters Score -2.077179e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 170396 members 
Entering Unmasked Estep 
Score: -20772556.000000 Penalty: 3953.767334
	Iteration 35Q: 3 clusters Score -2.077256e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 172449 members 
Entering Unmasked Estep 
Score: -20773204.000000 Penalty: 3953.767334
	Iteration 36Q: 3 clusters Score -2.07732e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 174205 members 
Entering Unmasked Estep 
Score: -20773692.000000 Penalty: 3953.767334
	Iteration 37Q: 3 clusters Score -2.077369e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -20774108.000000 Penalty: 3953.767334
	Iteration 38Q: 3 clusters Score -2.077411e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 177016 members 
Entering Unmasked Estep 
Score: -20774444.000000 Penalty: 3953.767334
	Iteration 39Q: 3 clusters Score -2.077444e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 178109 members 
Entering Unmasked Estep 
Score: -20774886.000000 Penalty: 3953.767334
	Iteration 40F: 3 clusters Score -2.077489e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 179331 members 
Entering Unmasked Estep 
Score: -20775334.000000 Penalty: 3953.767334
	Iteration 41Q: 3 clusters Score -2.077533e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 180453 members 
Entering Unmasked Estep 
Score: -20775482.000000 Penalty: 3953.767334
	Iteration 42Q: 3 clusters Score -2.077548e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 181458 members 
Entering Unmasked Estep 
Score: -20775560.000000 Penalty: 3953.767334
	Iteration 43Q: 3 clusters Score -2.077556e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 182341 members 
Entering Unmasked Estep 
Score: -20775666.000000 Penalty: 3953.767334
	Iteration 44Q: 3 clusters Score -2.077567e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -20775774.000000 Penalty: 3953.767334
	Iteration 45Q: 3 clusters Score -2.077577e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 183878 members 
Entering Unmasked Estep 
Score: -20775878.000000 Penalty: 3953.767334
	Iteration 46Q: 3 clusters Score -2.077588e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 184536 members 
Entering Unmasked Estep 
Score: -20775972.000000 Penalty: 3953.767334
	Iteration 47Q: 3 clusters Score -2.077597e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 185123 members 
Entering Unmasked Estep 
Score: -20776134.000000 Penalty: 3953.767334
	Iteration 48Q: 3 clusters Score -2.077613e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 185654 members 
Entering Unmasked Estep 
Score: -20776248.000000 Penalty: 3953.767334
	Iteration 49Q: 3 clusters Score -2.077625e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 186119 members 
Entering Unmasked Estep 
Score: -20776270.000000 Penalty: 3953.767334
	Iteration 50Q: 3 clusters Score -2.077627e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -20776316.000000 Penalty: 3953.767334
	Iteration 51Q: 3 clusters Score -2.077632e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 186894 members 
Entering Unmasked Estep 
Score: -20776380.000000 Penalty: 3953.767334
	Iteration 52Q: 3 clusters Score -2.077638e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 187207 members 
Entering Unmasked Estep 
Score: -20776418.000000 Penalty: 3953.767334
	Iteration 53Q: 3 clusters Score -2.077642e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 187478 members 
Entering Unmasked Estep 
Score: -20776386.000000 Penalty: 3953.767334
	Iteration 54Q: 3 clusters Score -2.077639e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 187731 members 
Entering Unmasked Estep 
Score: -20776420.000000 Penalty: 3953.767334
	Iteration 55Q: 3 clusters Score -2.077642e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 187965 members 
Entering Unmasked Estep 
Score: -20776526.000000 Penalty: 3953.767334
	Iteration 56Q: 3 clusters Score -2.077653e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 188181 members 
Entering Unmasked Estep 
Score: -20776486.000000 Penalty: 3953.767334
	Iteration 57Q: 3 clusters Score -2.077649e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 188399 members 
Entering Unmasked Estep 
Score: -20776518.000000 Penalty: 3953.767334
	Iteration 58Q: 3 clusters Score -2.077652e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 188605 members 
Entering Unmasked Estep 
Score: -20776514.000000 Penalty: 3953.767334
	Iteration 59Q: 3 clusters Score -2.077651e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 188802 members 
Entering Unmasked Estep 
Score: -20776560.000000 Penalty: 3953.767334
	Iteration 60F: 3 clusters Score -2.077656e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 188968 members 
Entering Unmasked Estep 
Score: -20776570.000000 Penalty: 3953.767334
	Iteration 61Q: 3 clusters Score -2.077657e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 189143 members 
Entering Unmasked Estep 
Score: -20776618.000000 Penalty: 3953.767334
	Iteration 62Q: 3 clusters Score -2.077662e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 189304 members 
Entering Unmasked Estep 
Score: -20776614.000000 Penalty: 3953.767334
	Iteration 63Q: 3 clusters Score -2.077661e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 189471 members 
Entering Unmasked Estep 
Score: -20776632.000000 Penalty: 3953.767334
	Iteration 64Q: 3 clusters Score -2.077663e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 189622 members 
Entering Unmasked Estep 
Score: -20776658.000000 Penalty: 3953.767334
	Iteration 65Q: 3 clusters Score -2.077666e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 189757 members 
Entering Unmasked Estep 
Score: -20776694.000000 Penalty: 3953.767334
	Iteration 66Q: 3 clusters Score -2.077669e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 189871 members 
Entering Unmasked Estep 
Score: -20776710.000000 Penalty: 3953.767334
	Iteration 67Q: 3 clusters Score -2.077671e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 189976 members 
Entering Unmasked Estep 
Score: -20776714.000000 Penalty: 3953.767334
	Iteration 68Q: 3 clusters Score -2.077671e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 190082 members 
Entering Unmasked Estep 
Score: -20776730.000000 Penalty: 3953.767334
	Iteration 69Q: 3 clusters Score -2.077673e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 190185 members 
Entering Unmasked Estep 
Score: -20776752.000000 Penalty: 3953.767334
	Iteration 70Q: 3 clusters Score -2.077675e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 190269 members 
Entering Unmasked Estep 
Score: -20776742.000000 Penalty: 3953.767334
	Iteration 71Q: 3 clusters Score -2.077674e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 190352 members 
Entering Unmasked Estep 
Score: -20776740.000000 Penalty: 3953.767334
	Iteration 72Q: 3 clusters Score -2.077674e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 190430 members 
Entering Unmasked Estep 
Score: -20776766.000000 Penalty: 3953.767334
	Iteration 73Q: 3 clusters Score -2.077677e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 190489 members 
Entering Unmasked Estep 
Score: -20776792.000000 Penalty: 3953.767334
	Iteration 74Q: 3 clusters Score -2.077679e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 190546 members 
Entering Unmasked Estep 
Score: -20776786.000000 Penalty: 3953.767334
	Iteration 75Q: 3 clusters Score -2.077679e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 190601 members 
Entering Unmasked Estep 
Score: -20776774.000000 Penalty: 3953.767334
	Iteration 76Q: 3 clusters Score -2.077677e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 190657 members 
Entering Unmasked Estep 
Score: -20776782.000000 Penalty: 3953.767334
	Iteration 77Q: 3 clusters Score -2.077678e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 190705 members 
Entering Unmasked Estep 
Score: -20776778.000000 Penalty: 3953.767334
	Iteration 78Q: 3 clusters Score -2.077678e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 190748 members 
Entering Unmasked Estep 
Score: -20776768.000000 Penalty: 3953.767334
	Iteration 79Q: 3 clusters Score -2.077677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 190783 members 
Entering Unmasked Estep 
Score: -20776796.000000 Penalty: 3953.767334
	Iteration 80F: 3 clusters Score -2.07768e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 190816 members 
Entering Unmasked Estep 
Score: -20776788.000000 Penalty: 3953.767334
	Iteration 81Q: 3 clusters Score -2.077679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 190853 members 
Entering Unmasked Estep 
Score: -20776770.000000 Penalty: 3953.767334
	Iteration 82Q: 3 clusters Score -2.077677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 190891 members 
Entering Unmasked Estep 
Score: -20776772.000000 Penalty: 3953.767334
	Iteration 83Q: 3 clusters Score -2.077677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 190918 members 
Entering Unmasked Estep 
Score: -20776784.000000 Penalty: 3953.767334
	Iteration 84Q: 3 clusters Score -2.077678e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 190942 members 
Entering Unmasked Estep 
Score: -20776802.000000 Penalty: 3953.767334
	Iteration 85Q: 3 clusters Score -2.07768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 190962 members 
Entering Unmasked Estep 
Score: -20776792.000000 Penalty: 3953.767334
	Iteration 86Q: 3 clusters Score -2.077679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 190974 members 
Entering Unmasked Estep 
Score: -20776820.000000 Penalty: 3953.767334
	Iteration 87Q: 3 clusters Score -2.077682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 190990 members 
Entering Unmasked Estep 
Score: -20776818.000000 Penalty: 3953.767334
	Iteration 88Q: 3 clusters Score -2.077682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 191005 members 
Entering Unmasked Estep 
Score: -20776816.000000 Penalty: 3953.767334
	Iteration 89Q: 3 clusters Score -2.077682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 191025 members 
Entering Unmasked Estep 
Score: -20776812.000000 Penalty: 3953.767334
	Iteration 90Q: 3 clusters Score -2.077681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 191052 members 
Entering Unmasked Estep 
Score: -20776804.000000 Penalty: 3953.767334
	Iteration 91Q: 3 clusters Score -2.07768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 191068 members 
Entering Unmasked Estep 
Score: -20776800.000000 Penalty: 3953.767334
	Iteration 92Q: 3 clusters Score -2.07768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 191080 members 
Entering Unmasked Estep 
Score: -20776800.000000 Penalty: 3953.767334
	Iteration 93Q: 3 clusters Score -2.07768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 191090 members 
Entering Unmasked Estep 
Score: -20776792.000000 Penalty: 3953.767334
	Iteration 94Q: 3 clusters Score -2.077679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 191099 members 
Entering Unmasked Estep 
Score: -20776780.000000 Penalty: 3953.767334
	Iteration 95Q: 3 clusters Score -2.077678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 191110 members 
Entering Unmasked Estep 
Score: -20776786.000000 Penalty: 3953.767334
	Iteration 96Q: 3 clusters Score -2.077679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 191122 members 
Entering Unmasked Estep 
Score: -20776786.000000 Penalty: 3953.767334
	Iteration 97Q: 3 clusters Score -2.077679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 191131 members 
Entering Unmasked Estep 
Score: -20776788.000000 Penalty: 3953.767334
	Iteration 98Q: 3 clusters Score -2.077679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 191140 members 
Entering Unmasked Estep 
Score: -20776798.000000 Penalty: 3953.767334
	Iteration 99Q: 3 clusters Score -2.07768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 191151 members 
Entering Unmasked Estep 
Score: -20776784.000000 Penalty: 3953.767334
	Iteration 100F: 3 clusters Score -2.077678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 191162 members 
Entering Unmasked Estep 
Score: -20776772.000000 Penalty: 3953.767334
	Iteration 101Q: 3 clusters Score -2.077677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 191169 members 
Entering Unmasked Estep 
Score: -20776790.000000 Penalty: 3953.767334
	Iteration 102Q: 3 clusters Score -2.077679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 191176 members 
Entering Unmasked Estep 
Score: -20776780.000000 Penalty: 3953.767334
	Iteration 103Q: 3 clusters Score -2.077678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 191187 members 
Entering Unmasked Estep 
Score: -20776796.000000 Penalty: 3953.767334
	Iteration 104Q: 3 clusters Score -2.07768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 191191 members 
Entering Unmasked Estep 
Score: -20776790.000000 Penalty: 3953.767334
	Iteration 105Q: 3 clusters Score -2.077679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 191197 members 
Entering Unmasked Estep 
Score: -20776788.000000 Penalty: 3953.767334
	Iteration 106Q: 3 clusters Score -2.077679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 191203 members 
Entering Unmasked Estep 
Score: -20776782.000000 Penalty: 3953.767334
	Iteration 107Q: 3 clusters Score -2.077678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 191211 members 
Entering Unmasked Estep 
Score: -20776786.000000 Penalty: 3953.767334
	Iteration 108Q: 3 clusters Score -2.077679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 191218 members 
Entering Unmasked Estep 
Score: -20776780.000000 Penalty: 3953.767334
	Iteration 109Q: 3 clusters Score -2.077678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 191221 members 
Entering Unmasked Estep 
Score: -20776788.000000 Penalty: 3953.767334
	Iteration 110Q: 3 clusters Score -2.077679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 191223 members 
Entering Unmasked Estep 
Score: -20776790.000000 Penalty: 3953.767334
	Iteration 111Q: 3 clusters Score -2.077679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 191229 members 
Entering Unmasked Estep 
Score: -20776808.000000 Penalty: 3953.767334
	Iteration 112Q: 3 clusters Score -2.077681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 191232 members 
Entering Unmasked Estep 
Score: -20776814.000000 Penalty: 3953.767334
	Iteration 113Q: 3 clusters Score -2.077681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 191232 members 
Entering Unmasked Estep 
Score: -20776814.000000 Penalty: 3953.767334
	Iteration 114F: 3 clusters Score -2.077681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Entering Unmasked Estep 
Score: -5916475.500000 Penalty: 1770.554565
	Iteration 0F: 2 clusters Score -5916476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -5880314.500000 Penalty: 3541.109131
	Iteration 0F: 3 clusters Score -5880314 nChanged 25324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5894499.000000 Penalty: 3541.109131
	Iteration 1F: 3 clusters Score -5894499 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -5894909.000000 Penalty: 3541.109131
	Iteration 2Q: 3 clusters Score -5894909 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -5895338.500000 Penalty: 3541.109131
	Iteration 3Q: 3 clusters Score -5895338 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5895706 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5896114 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5896550 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5897018 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5897683.500000 Penalty: 3541.109131
	Iteration 8Q: 3 clusters Score -5897684 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -5898586.000000 Penalty: 3541.109131
	Iteration 9Q: 3 clusters Score -5898586 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5900073.500000 Penalty: 3541.109131
	Iteration 10Q: 3 clusters Score -5900074 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -5902187.500000 Penalty: 3541.109131
	Iteration 11F: 3 clusters Score -5902188 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -5904244.000000 Penalty: 3541.109131
	Iteration 12F: 3 clusters Score -5904244 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -5905328.000000 Penalty: 3541.109131
	Iteration 13Q: 3 clusters Score -5905328 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -5905741.000000 Penalty: 3541.109131
	Iteration 14Q: 3 clusters Score -5905741 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -5905915.000000 Penalty: 3541.109131
	Iteration 15Q: 3 clusters Score -5905915 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5906031.000000 Penalty: 3541.109131
	Iteration 16Q: 3 clusters Score -5906031 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -5906153.000000 Penalty: 3541.109131
	Iteration 17Q: 3 clusters Score -5906153 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -5906264.000000 Penalty: 3541.109131
	Iteration 18Q: 3 clusters Score -5906264 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -5906354.500000 Penalty: 3541.109131
	Iteration 19Q: 3 clusters Score -5906354 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -5906440.000000 Penalty: 3541.109131
	Iteration 20F: 3 clusters Score -5906440 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5906550 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -5906651.500000 Penalty: 3541.109131
	Iteration 22Q: 3 clusters Score -5906652 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5906779 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -5906936.500000 Penalty: 3541.109131
	Iteration 24Q: 3 clusters Score -5906936 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -5907058.500000 Penalty: 3541.109131
	Iteration 25Q: 3 clusters Score -5907058 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5907209.000000 Penalty: 3541.109131
	Iteration 26Q: 3 clusters Score -5907209 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -5907346.000000 Penalty: 3541.109131
	Iteration 27Q: 3 clusters Score -5907346 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -5907549.500000 Penalty: 3541.109131
	Iteration 28Q: 3 clusters Score -5907550 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -5907731.500000 Penalty: 3541.109131
	Iteration 29Q: 3 clusters Score -5907732 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5907937.500000 Penalty: 3541.109131
	Iteration 30Q: 3 clusters Score -5907938 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -5908133.000000 Penalty: 3541.109131
	Iteration 31Q: 3 clusters Score -5908133 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5908354 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5908574.000000 Penalty: 3541.109131
	Iteration 33Q: 3 clusters Score -5908574 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -5908858.500000 Penalty: 3541.109131
	Iteration 34Q: 3 clusters Score -5908858 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5909098.000000 Penalty: 3541.109131
	Iteration 35Q: 3 clusters Score -5909098 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -5909309.000000 Penalty: 3541.109131
	Iteration 36Q: 3 clusters Score -5909309 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5909544.000000 Penalty: 3541.109131
	Iteration 37Q: 3 clusters Score -5909544 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -5909820.500000 Penalty: 3541.109131
	Iteration 38Q: 3 clusters Score -5909820 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -5910063.000000 Penalty: 3541.109131
	Iteration 39Q: 3 clusters Score -5910063 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -5910340.500000 Penalty: 3541.109131
	Iteration 40F: 3 clusters Score -5910340 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5910583 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -5910813.500000 Penalty: 3541.109131
	Iteration 42Q: 3 clusters Score -5910814 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5911063.000000 Penalty: 3541.109131
	Iteration 43Q: 3 clusters Score -5911063 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5911298 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -5911526.000000 Penalty: 3541.109131
	Iteration 45Q: 3 clusters Score -5911526 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5911721.000000 Penalty: 3541.109131
	Iteration 46Q: 3 clusters Score -5911721 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -5911904.500000 Penalty: 3541.109131
	Iteration 47Q: 3 clusters Score -5911904 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -5912112.000000 Penalty: 3541.109131
	Iteration 48Q: 3 clusters Score -5912112 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -5912279.000000 Penalty: 3541.109131
	Iteration 49Q: 3 clusters Score -5912279 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5912418.000000 Penalty: 3541.109131
	Iteration 50Q: 3 clusters Score -5912418 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -5912556.000000 Penalty: 3541.109131
	Iteration 51Q: 3 clusters Score -5912556 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -5912651.500000 Penalty: 3541.109131
	Iteration 52Q: 3 clusters Score -5912652 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -5912799.500000 Penalty: 3541.109131
	Iteration 53Q: 3 clusters Score -5912800 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5912874.500000 Penalty: 3541.109131
	Iteration 54Q: 3 clusters Score -5912874 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -5912984.500000 Penalty: 3541.109131
	Iteration 55Q: 3 clusters Score -5912984 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5913084 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -5913172.000000 Penalty: 3541.109131
	Iteration 57Q: 3 clusters Score -5913172 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -5913257.000000 Penalty: 3541.109131
	Iteration 58Q: 3 clusters Score -5913257 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -5913320.000000 Penalty: 3541.109131
	Iteration 59Q: 3 clusters Score -5913320 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -5913402.500000 Penalty: 3541.109131
	Iteration 60F: 3 clusters Score -5913402 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -5913451.500000 Penalty: 3541.109131
	Iteration 61Q: 3 clusters Score -5913452 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -5913519.500000 Penalty: 3541.109131
	Iteration 62Q: 3 clusters Score -5913520 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -5913576.500000 Penalty: 3541.109131
	Iteration 63Q: 3 clusters Score -5913576 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -5913601.000000 Penalty: 3541.109131
	Iteration 64Q: 3 clusters Score -5913601 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -5913649.000000 Penalty: 3541.109131
	Iteration 65Q: 3 clusters Score -5913649 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -5913672.000000 Penalty: 3541.109131
	Iteration 66Q: 3 clusters Score -5913672 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -5913732.000000 Penalty: 3541.109131
	Iteration 67Q: 3 clusters Score -5913732 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -5913792.500000 Penalty: 3541.109131
	Iteration 68Q: 3 clusters Score -5913792 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -5913824.000000 Penalty: 3541.109131
	Iteration 69Q: 3 clusters Score -5913824 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -5913866.500000 Penalty: 3541.109131
	Iteration 70Q: 3 clusters Score -5913866 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -5913934.000000 Penalty: 3541.109131
	Iteration 71Q: 3 clusters Score -5913934 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -5913967.000000 Penalty: 3541.109131
	Iteration 72Q: 3 clusters Score -5913967 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -5913990.500000 Penalty: 3541.109131
	Iteration 73Q: 3 clusters Score -5913990 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -5914054.000000 Penalty: 3541.109131
	Iteration 74Q: 3 clusters Score -5914054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -5914089.000000 Penalty: 3541.109131
	Iteration 75Q: 3 clusters Score -5914089 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -5914132.500000 Penalty: 3541.109131
	Iteration 76Q: 3 clusters Score -5914132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -5914185.500000 Penalty: 3541.109131
	Iteration 77Q: 3 clusters Score -5914186 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -5914228.500000 Penalty: 3541.109131
	Iteration 78Q: 3 clusters Score -5914228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5914264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -5914296.000000 Penalty: 3541.109131
	Iteration 80F: 3 clusters Score -5914296 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -5914333.000000 Penalty: 3541.109131
	Iteration 81Q: 3 clusters Score -5914333 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -5914351.000000 Penalty: 3541.109131
	Iteration 82Q: 3 clusters Score -5914351 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5914386 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -5914416.500000 Penalty: 3541.109131
	Iteration 84Q: 3 clusters Score -5914416 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -5914443.500000 Penalty: 3541.109131
	Iteration 85Q: 3 clusters Score -5914444 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5914464 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -5914494.500000 Penalty: 3541.109131
	Iteration 87Q: 3 clusters Score -5914494 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5914508 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -5914533.500000 Penalty: 3541.109131
	Iteration 89Q: 3 clusters Score -5914534 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -5914546.500000 Penalty: 3541.109131
	Iteration 90Q: 3 clusters Score -5914546 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5914583 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -5914608.500000 Penalty: 3541.109131
	Iteration 92Q: 3 clusters Score -5914608 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5914620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5914640 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5914668 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5914693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -5914712.000000 Penalty: 3541.109131
	Iteration 97Q: 3 clusters Score -5914712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -5914744.500000 Penalty: 3541.109131
	Iteration 98Q: 3 clusters Score -5914744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -5914746.000000 Penalty: 3541.109131
	Iteration 99Q: 3 clusters Score -5914746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -5914763.500000 Penalty: 3541.109131
	Iteration 100F: 3 clusters Score -5914764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -5914797.000000 Penalty: 3541.109131
	Iteration 101Q: 3 clusters Score -5914797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -5914814.500000 Penalty: 3541.109131
	Iteration 102Q: 3 clusters Score -5914814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -5914819.500000 Penalty: 3541.109131
	Iteration 103Q: 3 clusters Score -5914820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -5914837.000000 Penalty: 3541.109131
	Iteration 104Q: 3 clusters Score -5914837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -5914847.500000 Penalty: 3541.109131
	Iteration 105Q: 3 clusters Score -5914848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -5914847.000000 Penalty: 3541.109131
	Iteration 106Q: 3 clusters Score -5914847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -5914850.000000 Penalty: 3541.109131
	Iteration 107Q: 3 clusters Score -5914850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -5914853.500000 Penalty: 3541.109131
	Iteration 108Q: 3 clusters Score -5914854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -5914868.000000 Penalty: 3541.109131
	Iteration 109Q: 3 clusters Score -5914868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -5914869.500000 Penalty: 3541.109131
	Iteration 110Q: 3 clusters Score -5914870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -5914881.500000 Penalty: 3541.109131
	Iteration 111Q: 3 clusters Score -5914882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -5914894.000000 Penalty: 3541.109131
	Iteration 112Q: 3 clusters Score -5914894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -5914891.500000 Penalty: 3541.109131
	Iteration 113Q: 3 clusters Score -5914892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -5914893.500000 Penalty: 3541.109131
	Iteration 114Q: 3 clusters Score -5914894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -5914895.000000 Penalty: 3541.109131
	Iteration 115Q: 3 clusters Score -5914895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -5914893.000000 Penalty: 3541.109131
	Iteration 116Q: 3 clusters Score -5914893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -5914894.500000 Penalty: 3541.109131
	Iteration 117Q: 3 clusters Score -5914894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -5914896.000000 Penalty: 3541.109131
	Iteration 118Q: 3 clusters Score -5914896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -5914896.000000 Penalty: 3541.109131
	Iteration 119F: 3 clusters Score -5914896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -361692.593750 Penalty: 1315.187622
	Iteration 0F: 2 clusters Score -361692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -358792.937500 Penalty: 2630.375244
	Iteration 0F: 3 clusters Score -358792.9 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -359483.750000 Penalty: 2630.375244
	Iteration 1F: 3 clusters Score -359483.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -359606.937500 Penalty: 2630.375244
	Iteration 2F: 3 clusters Score -359606.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -359684.468750 Penalty: 2630.375244
	Iteration 3Q: 3 clusters Score -359684.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -359728.625000 Penalty: 2630.375244
	Iteration 4Q: 3 clusters Score -359728.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -359755.718750 Penalty: 2630.375244
	Iteration 5Q: 3 clusters Score -359755.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -359788.656250 Penalty: 2630.375244
	Iteration 6Q: 3 clusters Score -359788.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -359810.593750 Penalty: 2630.375244
	Iteration 7Q: 3 clusters Score -359810.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -359828.312500 Penalty: 2630.375244
	Iteration 8Q: 3 clusters Score -359828.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -359839.437500 Penalty: 2630.375244
	Iteration 9Q: 3 clusters Score -359839.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -359846.031250 Penalty: 2630.375244
	Iteration 10Q: 3 clusters Score -359846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -359851.218750 Penalty: 2630.375244
	Iteration 11Q: 3 clusters Score -359851.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -359858.968750 Penalty: 2630.375244
	Iteration 12Q: 3 clusters Score -359859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -359863.312500 Penalty: 2630.375244
	Iteration 13Q: 3 clusters Score -359863.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -359866.562500 Penalty: 2630.375244
	Iteration 14Q: 3 clusters Score -359866.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -359868.437500 Penalty: 2630.375244
	Iteration 15Q: 3 clusters Score -359868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -359869.843750 Penalty: 2630.375244
	Iteration 16Q: 3 clusters Score -359869.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -359872.125000 Penalty: 2630.375244
	Iteration 17Q: 3 clusters Score -359872.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -359874.687500 Penalty: 2630.375244
	Iteration 18Q: 3 clusters Score -359874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -359876.812500 Penalty: 2630.375244
	Iteration 19Q: 3 clusters Score -359876.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -359880.437500 Penalty: 2630.375244
	Iteration 20F: 3 clusters Score -359880.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -359883.093750 Penalty: 2630.375244
	Iteration 21Q: 3 clusters Score -359883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -359885.250000 Penalty: 2630.375244
	Iteration 22Q: 3 clusters Score -359885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -359886.187500 Penalty: 2630.375244
	Iteration 23Q: 3 clusters Score -359886.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -359889.437500 Penalty: 2630.375244
	Iteration 24Q: 3 clusters Score -359889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -359892.906250 Penalty: 2630.375244
	Iteration 25Q: 3 clusters Score -359892.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -359898.000000 Penalty: 2630.375244
	Iteration 26Q: 3 clusters Score -359898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -359902.281250 Penalty: 2630.375244
	Iteration 27Q: 3 clusters Score -359902.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -359906.531250 Penalty: 2630.375244
	Iteration 28Q: 3 clusters Score -359906.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -359909.750000 Penalty: 2630.375244
	Iteration 29Q: 3 clusters Score -359909.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -359913.125000 Penalty: 2630.375244
	Iteration 30Q: 3 clusters Score -359913.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -359918.156250 Penalty: 2630.375244
	Iteration 31Q: 3 clusters Score -359918.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -359921.343750 Penalty: 2630.375244
	Iteration 32Q: 3 clusters Score -359921.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -359924.937500 Penalty: 2630.375244
	Iteration 33Q: 3 clusters Score -359924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -359927.375000 Penalty: 2630.375244
	Iteration 34Q: 3 clusters Score -359927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -359930.437500 Penalty: 2630.375244
	Iteration 35Q: 3 clusters Score -359930.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -359932.812500 Penalty: 2630.375244
	Iteration 36Q: 3 clusters Score -359932.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -359937.406250 Penalty: 2630.375244
	Iteration 37Q: 3 clusters Score -359937.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -359942.625000 Penalty: 2630.375244
	Iteration 38Q: 3 clusters Score -359942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -359945.500000 Penalty: 2630.375244
	Iteration 39Q: 3 clusters Score -359945.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -359949.343750 Penalty: 2630.375244
	Iteration 40F: 3 clusters Score -359949.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -359956.781250 Penalty: 2630.375244
	Iteration 41Q: 3 clusters Score -359956.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -359962.375000 Penalty: 2630.375244
	Iteration 42Q: 3 clusters Score -359962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -359966.437500 Penalty: 2630.375244
	Iteration 43Q: 3 clusters Score -359966.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -359970.031250 Penalty: 2630.375244
	Iteration 44Q: 3 clusters Score -359970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -359974.250000 Penalty: 2630.375244
	Iteration 45Q: 3 clusters Score -359974.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -359978.718750 Penalty: 2630.375244
	Iteration 46Q: 3 clusters Score -359978.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -359984.250000 Penalty: 2630.375244
	Iteration 47Q: 3 clusters Score -359984.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -359988.812500 Penalty: 2630.375244
	Iteration 48Q: 3 clusters Score -359988.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -359994.218750 Penalty: 2630.375244
	Iteration 49Q: 3 clusters Score -359994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -360000.750000 Penalty: 2630.375244
	Iteration 50Q: 3 clusters Score -360000.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -360008.406250 Penalty: 2630.375244
	Iteration 51Q: 3 clusters Score -360008.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -360012.750000 Penalty: 2630.375244
	Iteration 52Q: 3 clusters Score -360012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -360015.593750 Penalty: 2630.375244
	Iteration 53Q: 3 clusters Score -360015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -360017.687500 Penalty: 2630.375244
	Iteration 54Q: 3 clusters Score -360017.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -360020.187500 Penalty: 2630.375244
	Iteration 55Q: 3 clusters Score -360020.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -360023.781250 Penalty: 2630.375244
	Iteration 56Q: 3 clusters Score -360023.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -360030.468750 Penalty: 2630.375244
	Iteration 57Q: 3 clusters Score -360030.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -360036.281250 Penalty: 2630.375244
	Iteration 58Q: 3 clusters Score -360036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -360037.593750 Penalty: 2630.375244
	Iteration 59Q: 3 clusters Score -360037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -360040.875000 Penalty: 2630.375244
	Iteration 60F: 3 clusters Score -360040.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -360047.437500 Penalty: 2630.375244
	Iteration 61Q: 3 clusters Score -360047.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -360053.468750 Penalty: 2630.375244
	Iteration 62Q: 3 clusters Score -360053.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -360062.156250 Penalty: 2630.375244
	Iteration 63Q: 3 clusters Score -360062.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -360069.250000 Penalty: 2630.375244
	Iteration 64Q: 3 clusters Score -360069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -360073.906250 Penalty: 2630.375244
	Iteration 65Q: 3 clusters Score -360073.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -360077.875000 Penalty: 2630.375244
	Iteration 66Q: 3 clusters Score -360077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -360080.718750 Penalty: 2630.375244
	Iteration 67Q: 3 clusters Score -360080.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -360084.875000 Penalty: 2630.375244
	Iteration 68Q: 3 clusters Score -360084.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -360089.187500 Penalty: 2630.375244
	Iteration 69Q: 3 clusters Score -360089.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -360093.500000 Penalty: 2630.375244
	Iteration 70Q: 3 clusters Score -360093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -360098.000000 Penalty: 2630.375244
	Iteration 71Q: 3 clusters Score -360098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -360103.906250 Penalty: 2630.375244
	Iteration 72Q: 3 clusters Score -360103.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -360111.843750 Penalty: 2630.375244
	Iteration 73Q: 3 clusters Score -360111.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -360123.218750 Penalty: 2630.375244
	Iteration 74Q: 3 clusters Score -360123.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -360131.656250 Penalty: 2630.375244
	Iteration 75Q: 3 clusters Score -360131.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -360139.531250 Penalty: 2630.375244
	Iteration 76Q: 3 clusters Score -360139.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -360145.250000 Penalty: 2630.375244
	Iteration 77Q: 3 clusters Score -360145.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -360153.593750 Penalty: 2630.375244
	Iteration 78Q: 3 clusters Score -360153.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -360163.125000 Penalty: 2630.375244
	Iteration 79Q: 3 clusters Score -360163.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -360172.281250 Penalty: 2630.375244
	Iteration 80F: 3 clusters Score -360172.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -360180.875000 Penalty: 2630.375244
	Iteration 81Q: 3 clusters Score -360180.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -360191.562500 Penalty: 2630.375244
	Iteration 82Q: 3 clusters Score -360191.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -360209.968750 Penalty: 2630.375244
	Iteration 83Q: 3 clusters Score -360210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -360233.593750 Penalty: 2630.375244
	Iteration 84Q: 3 clusters Score -360233.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -360254.156250 Penalty: 2630.375244
	Iteration 85Q: 3 clusters Score -360254.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -360284.781250 Penalty: 2630.375244
	Iteration 86Q: 3 clusters Score -360284.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -360309.500000 Penalty: 2630.375244
	Iteration 87Q: 3 clusters Score -360309.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -360331.625000 Penalty: 2630.375244
	Iteration 88Q: 3 clusters Score -360331.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -360352.812500 Penalty: 2630.375244
	Iteration 89Q: 3 clusters Score -360352.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -360375.062500 Penalty: 2630.375244
	Iteration 90Q: 3 clusters Score -360375.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -360386.687500 Penalty: 2630.375244
	Iteration 91Q: 3 clusters Score -360386.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -360395.812500 Penalty: 2630.375244
	Iteration 92Q: 3 clusters Score -360395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -360408.687500 Penalty: 2630.375244
	Iteration 93Q: 3 clusters Score -360408.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -360420.093750 Penalty: 2630.375244
	Iteration 94Q: 3 clusters Score -360420.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -360427.562500 Penalty: 2630.375244
	Iteration 95Q: 3 clusters Score -360427.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -360434.468750 Penalty: 2630.375244
	Iteration 96Q: 3 clusters Score -360434.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -360441.437500 Penalty: 2630.375244
	Iteration 97Q: 3 clusters Score -360441.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -360450.593750 Penalty: 2630.375244
	Iteration 98Q: 3 clusters Score -360450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -360455.000000 Penalty: 2630.375244
	Iteration 99Q: 3 clusters Score -360455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -360462.750000 Penalty: 2630.375244
	Iteration 100F: 3 clusters Score -360462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -360466.062500 Penalty: 2630.375244
	Iteration 101Q: 3 clusters Score -360466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -360471.812500 Penalty: 2630.375244
	Iteration 102Q: 3 clusters Score -360471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -360475.437500 Penalty: 2630.375244
	Iteration 103Q: 3 clusters Score -360475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -360480.593750 Penalty: 2630.375244
	Iteration 104Q: 3 clusters Score -360480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -360487.125000 Penalty: 2630.375244
	Iteration 105Q: 3 clusters Score -360487.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -360494.875000 Penalty: 2630.375244
	Iteration 106Q: 3 clusters Score -360494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -360502.375000 Penalty: 2630.375244
	Iteration 107Q: 3 clusters Score -360502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -360508.750000 Penalty: 2630.375244
	Iteration 108Q: 3 clusters Score -360508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -360517.468750 Penalty: 2630.375244
	Iteration 109Q: 3 clusters Score -360517.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -360523.906250 Penalty: 2630.375244
	Iteration 110Q: 3 clusters Score -360523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -360526.468750 Penalty: 2630.375244
	Iteration 111Q: 3 clusters Score -360526.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -360529.437500 Penalty: 2630.375244
	Iteration 112Q: 3 clusters Score -360529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -360531.968750 Penalty: 2630.375244
	Iteration 113Q: 3 clusters Score -360532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -360533.656250 Penalty: 2630.375244
	Iteration 114Q: 3 clusters Score -360533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -360535.406250 Penalty: 2630.375244
	Iteration 115Q: 3 clusters Score -360535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -360538.343750 Penalty: 2630.375244
	Iteration 116Q: 3 clusters Score -360538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -360539.843750 Penalty: 2630.375244
	Iteration 117Q: 3 clusters Score -360539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -360542.312500 Penalty: 2630.375244
	Iteration 118Q: 3 clusters Score -360542.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -360545.125000 Penalty: 2630.375244
	Iteration 119Q: 3 clusters Score -360545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -360549.000000 Penalty: 2630.375244
	Iteration 120F: 3 clusters Score -360549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -360551.000000 Penalty: 2630.375244
	Iteration 121Q: 3 clusters Score -360551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -360553.281250 Penalty: 2630.375244
	Iteration 122Q: 3 clusters Score -360553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -360556.656250 Penalty: 2630.375244
	Iteration 123Q: 3 clusters Score -360556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -360558.937500 Penalty: 2630.375244
	Iteration 124Q: 3 clusters Score -360558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -360561.500000 Penalty: 2630.375244
	Iteration 125Q: 3 clusters Score -360561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -360562.281250 Penalty: 2630.375244
	Iteration 126Q: 3 clusters Score -360562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -360563.062500 Penalty: 2630.375244
	Iteration 127Q: 3 clusters Score -360563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -360563.062500 Penalty: 2630.375244
	Iteration 128F: 3 clusters Score -360563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -35157.902344 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -35157.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34253.054688 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -34253.05 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34447.492188 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -34447.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34551.234375 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -34551.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34574.593750 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -34574.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34582.003906 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -34582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34587.550781 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -34587.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34592.312500 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -34592.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34593.175781 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -34593.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34594.183594 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -34594.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34594.183594 Penalty: 1935.647095
	Iteration 9F: 3 clusters Score -34594.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Entering Unmasked Estep 
Score: -5869426.000000 Penalty: 1769.348145
	Iteration 0F: 2 clusters Score -5869426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -5833449.500000 Penalty: 3538.696289
	Iteration 0F: 3 clusters Score -5833450 nChanged 25217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -5848403.500000 Penalty: 3538.696289
	Iteration 1F: 3 clusters Score -5848404 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -5849418.000000 Penalty: 3538.696289
	Iteration 2Q: 3 clusters Score -5849418 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -5850970.500000 Penalty: 3538.696289
	Iteration 3F: 3 clusters Score -5850970 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5853637.000000 Penalty: 3538.696289
	Iteration 4F: 3 clusters Score -5853637 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -5857426.000000 Penalty: 3538.696289
	Iteration 5F: 3 clusters Score -5857426 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -5861484.000000 Penalty: 3538.696289
	Iteration 6F: 3 clusters Score -5861484 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -5864291.500000 Penalty: 3538.696289
	Iteration 7F: 3 clusters Score -5864292 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -5865925.500000 Penalty: 3538.696289
	Iteration 8Q: 3 clusters Score -5865926 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5866656.500000 Penalty: 3538.696289
	Iteration 9Q: 3 clusters Score -5866656 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5867026.000000 Penalty: 3538.696289
	Iteration 10Q: 3 clusters Score -5867026 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5867260.000000 Penalty: 3538.696289
	Iteration 11Q: 3 clusters Score -5867260 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5867422.500000 Penalty: 3538.696289
	Iteration 12Q: 3 clusters Score -5867422 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5867564.500000 Penalty: 3538.696289
	Iteration 13Q: 3 clusters Score -5867564 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5867655.500000 Penalty: 3538.696289
	Iteration 14Q: 3 clusters Score -5867656 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5867733.000000 Penalty: 3538.696289
	Iteration 15Q: 3 clusters Score -5867733 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5867794.000000 Penalty: 3538.696289
	Iteration 16Q: 3 clusters Score -5867794 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5867852.000000 Penalty: 3538.696289
	Iteration 17Q: 3 clusters Score -5867852 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5867902.000000 Penalty: 3538.696289
	Iteration 18Q: 3 clusters Score -5867902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5867950.000000 Penalty: 3538.696289
	Iteration 19Q: 3 clusters Score -5867950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5867953.500000 Penalty: 3538.696289
	Iteration 20F: 3 clusters Score -5867954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5867969.000000 Penalty: 3538.696289
	Iteration 21Q: 3 clusters Score -5867969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5867988.500000 Penalty: 3538.696289
	Iteration 22Q: 3 clusters Score -5867988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5867990.500000 Penalty: 3538.696289
	Iteration 23Q: 3 clusters Score -5867990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5868016.000000 Penalty: 3538.696289
	Iteration 24Q: 3 clusters Score -5868016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5868025.500000 Penalty: 3538.696289
	Iteration 25Q: 3 clusters Score -5868026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5868022.000000 Penalty: 3538.696289
	Iteration 26Q: 3 clusters Score -5868022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5868023.000000 Penalty: 3538.696289
	Iteration 27Q: 3 clusters Score -5868023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5868036.500000 Penalty: 3538.696289
	Iteration 28Q: 3 clusters Score -5868036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5868039.500000 Penalty: 3538.696289
	Iteration 29Q: 3 clusters Score -5868040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5868050.000000 Penalty: 3538.696289
	Iteration 30Q: 3 clusters Score -5868050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5868050.000000 Penalty: 3538.696289
	Iteration 31Q: 3 clusters Score -5868050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5868046.500000 Penalty: 3538.696289
	Iteration 32Q: 3 clusters Score -5868046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5868044.000000 Penalty: 3538.696289
	Iteration 33Q: 3 clusters Score -5868044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5868049.000000 Penalty: 3538.696289
	Iteration 34Q: 3 clusters Score -5868049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5868045.000000 Penalty: 3538.696289
	Iteration 35Q: 3 clusters Score -5868045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5868051.000000 Penalty: 3538.696289
	Iteration 36Q: 3 clusters Score -5868051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5868048.500000 Penalty: 3538.696289
	Iteration 37Q: 3 clusters Score -5868048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5868051.500000 Penalty: 3538.696289
	Iteration 38Q: 3 clusters Score -5868052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5868051.000000 Penalty: 3538.696289
	Iteration 39Q: 3 clusters Score -5868051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5868053.000000 Penalty: 3538.696289
	Iteration 40F: 3 clusters Score -5868053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5868052.500000 Penalty: 3538.696289
	Iteration 41Q: 3 clusters Score -5868052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5868053.500000 Penalty: 3538.696289
	Iteration 42Q: 3 clusters Score -5868054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5868058.500000 Penalty: 3538.696289
	Iteration 43Q: 3 clusters Score -5868058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5868068.500000 Penalty: 3538.696289
	Iteration 44Q: 3 clusters Score -5868068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5868060.500000 Penalty: 3538.696289
	Iteration 45Q: 3 clusters Score -5868060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5868058.500000 Penalty: 3538.696289
	Iteration 46Q: 3 clusters Score -5868058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5868060.500000 Penalty: 3538.696289
	Iteration 47Q: 3 clusters Score -5868060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5868069.500000 Penalty: 3538.696289
	Iteration 48Q: 3 clusters Score -5868070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5868066.500000 Penalty: 3538.696289
	Iteration 49Q: 3 clusters Score -5868066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5868068.000000 Penalty: 3538.696289
	Iteration 50Q: 3 clusters Score -5868068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5868070.500000 Penalty: 3538.696289
	Iteration 51Q: 3 clusters Score -5868070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5868071.500000 Penalty: 3538.696289
	Iteration 52Q: 3 clusters Score -5868072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5868067.500000 Penalty: 3538.696289
	Iteration 53Q: 3 clusters Score -5868068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5868068.500000 Penalty: 3538.696289
	Iteration 54Q: 3 clusters Score -5868068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5868069.000000 Penalty: 3538.696289
	Iteration 55Q: 3 clusters Score -5868069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5868067.500000 Penalty: 3538.696289
	Iteration 56Q: 3 clusters Score -5868068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5868075.000000 Penalty: 3538.696289
	Iteration 57Q: 3 clusters Score -5868075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5868075.000000 Penalty: 3538.696289
	Iteration 58F: 3 clusters Score -5868075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -494419.875000 Penalty: 1378.490112
	Iteration 0F: 2 clusters Score -494419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -490605.906250 Penalty: 2756.980225
	Iteration 0F: 3 clusters Score -490605.9 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -491854.343750 Penalty: 2756.980225
	Iteration 1F: 3 clusters Score -491854.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -492401.375000 Penalty: 2756.980225
	Iteration 2F: 3 clusters Score -492401.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -492962.062500 Penalty: 2756.980225
	Iteration 3F: 3 clusters Score -492962.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -493414.437500 Penalty: 2756.980225
	Iteration 4F: 3 clusters Score -493414.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -493728.593750 Penalty: 2756.980225
	Iteration 5F: 3 clusters Score -493728.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -493904.000000 Penalty: 2756.980225
	Iteration 6Q: 3 clusters Score -493904 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -494005.375000 Penalty: 2756.980225
	Iteration 7Q: 3 clusters Score -494005.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -494063.687500 Penalty: 2756.980225
	Iteration 8Q: 3 clusters Score -494063.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -494101.562500 Penalty: 2756.980225
	Iteration 9Q: 3 clusters Score -494101.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -494125.312500 Penalty: 2756.980225
	Iteration 10Q: 3 clusters Score -494125.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -494138.062500 Penalty: 2756.980225
	Iteration 11Q: 3 clusters Score -494138.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -494148.031250 Penalty: 2756.980225
	Iteration 12Q: 3 clusters Score -494148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -494160.000000 Penalty: 2756.980225
	Iteration 13Q: 3 clusters Score -494160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -494168.625000 Penalty: 2756.980225
	Iteration 14Q: 3 clusters Score -494168.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -494175.000000 Penalty: 2756.980225
	Iteration 15Q: 3 clusters Score -494175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -494178.812500 Penalty: 2756.980225
	Iteration 16Q: 3 clusters Score -494178.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -494183.062500 Penalty: 2756.980225
	Iteration 17Q: 3 clusters Score -494183.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -494187.593750 Penalty: 2756.980225
	Iteration 18Q: 3 clusters Score -494187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -494189.875000 Penalty: 2756.980225
	Iteration 19Q: 3 clusters Score -494189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -494191.468750 Penalty: 2756.980225
	Iteration 20F: 3 clusters Score -494191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -494192.906250 Penalty: 2756.980225
	Iteration 21Q: 3 clusters Score -494192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -494194.406250 Penalty: 2756.980225
	Iteration 22Q: 3 clusters Score -494194.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -494194.406250 Penalty: 2756.980225
	Iteration 23F: 3 clusters Score -494194.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Entering Unmasked Estep 
Score: -9437135.000000 Penalty: 1846.926392
	Iteration 0F: 2 clusters Score -9437135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -9379490.000000 Penalty: 3693.852783
	Iteration 0F: 3 clusters Score -9379490 nChanged 41111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -9402775.000000 Penalty: 3693.852783
	Iteration 1F: 3 clusters Score -9402775 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -9403510.000000 Penalty: 3693.852783
	Iteration 2Q: 3 clusters Score -9403510 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -9404604.000000 Penalty: 3693.852783
	Iteration 3Q: 3 clusters Score -9404604 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -9406529.000000 Penalty: 3693.852783
	Iteration 4Q: 3 clusters Score -9406529 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -9409984.000000 Penalty: 3693.852783
	Iteration 5F: 3 clusters Score -9409984 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -9415681.000000 Penalty: 3693.852783
	Iteration 6F: 3 clusters Score -9415681 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -9422624.000000 Penalty: 3693.852783
	Iteration 7F: 3 clusters Score -9422624 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -9428599.000000 Penalty: 3693.852783
	Iteration 8F: 3 clusters Score -9428599 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -9432153.000000 Penalty: 3693.852783
	Iteration 9Q: 3 clusters Score -9432153 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -9433707.000000 Penalty: 3693.852783
	Iteration 10Q: 3 clusters Score -9433707 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -9434443.000000 Penalty: 3693.852783
	Iteration 11Q: 3 clusters Score -9434443 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -9434793.000000 Penalty: 3693.852783
	Iteration 12Q: 3 clusters Score -9434793 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9435071.000000 Penalty: 3693.852783
	Iteration 13Q: 3 clusters Score -9435071 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9435239.000000 Penalty: 3693.852783
	Iteration 14Q: 3 clusters Score -9435239 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9435316.000000 Penalty: 3693.852783
	Iteration 15Q: 3 clusters Score -9435316 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9435388.000000 Penalty: 3693.852783
	Iteration 16Q: 3 clusters Score -9435388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9435458.000000 Penalty: 3693.852783
	Iteration 17Q: 3 clusters Score -9435458 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9435500.000000 Penalty: 3693.852783
	Iteration 18Q: 3 clusters Score -9435500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9435541.000000 Penalty: 3693.852783
	Iteration 19Q: 3 clusters Score -9435541 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9435542.000000 Penalty: 3693.852783
	Iteration 20F: 3 clusters Score -9435542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9435559.000000 Penalty: 3693.852783
	Iteration 21Q: 3 clusters Score -9435559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9435574.000000 Penalty: 3693.852783
	Iteration 22Q: 3 clusters Score -9435574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9435573.000000 Penalty: 3693.852783
	Iteration 23Q: 3 clusters Score -9435573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84680 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9435588.000000 Penalty: 3693.852783
	Iteration 24Q: 3 clusters Score -9435588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9435592.000000 Penalty: 3693.852783
	Iteration 25Q: 3 clusters Score -9435592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9435602.000000 Penalty: 3693.852783
	Iteration 26Q: 3 clusters Score -9435602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9435621.000000 Penalty: 3693.852783
	Iteration 27Q: 3 clusters Score -9435621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9435630.000000 Penalty: 3693.852783
	Iteration 28Q: 3 clusters Score -9435630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84799 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9435652.000000 Penalty: 3693.852783
	Iteration 29Q: 3 clusters Score -9435652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9435629.000000 Penalty: 3693.852783
	Iteration 30Q: 3 clusters Score -9435629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9435631.000000 Penalty: 3693.852783
	Iteration 31Q: 3 clusters Score -9435631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9435625.000000 Penalty: 3693.852783
	Iteration 32Q: 3 clusters Score -9435625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9435650.000000 Penalty: 3693.852783
	Iteration 33Q: 3 clusters Score -9435650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9435644.000000 Penalty: 3693.852783
	Iteration 34Q: 3 clusters Score -9435644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -9435642.000000 Penalty: 3693.852783
	Iteration 35Q: 3 clusters Score -9435642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84889 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9435649.000000 Penalty: 3693.852783
	Iteration 36Q: 3 clusters Score -9435649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9435655.000000 Penalty: 3693.852783
	Iteration 37Q: 3 clusters Score -9435655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9435660.000000 Penalty: 3693.852783
	Iteration 38Q: 3 clusters Score -9435660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9435659.000000 Penalty: 3693.852783
	Iteration 39Q: 3 clusters Score -9435659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9435652.000000 Penalty: 3693.852783
	Iteration 40F: 3 clusters Score -9435652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9435652.000000 Penalty: 3693.852783
	Iteration 41Q: 3 clusters Score -9435652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9435653.000000 Penalty: 3693.852783
	Iteration 42Q: 3 clusters Score -9435653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9435648.000000 Penalty: 3693.852783
	Iteration 43Q: 3 clusters Score -9435648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9435657.000000 Penalty: 3693.852783
	Iteration 44Q: 3 clusters Score -9435657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9435663.000000 Penalty: 3693.852783
	Iteration 45Q: 3 clusters Score -9435663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9435662.000000 Penalty: 3693.852783
	Iteration 46Q: 3 clusters Score -9435662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9435673.000000 Penalty: 3693.852783
	Iteration 47Q: 3 clusters Score -9435673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9435673.000000 Penalty: 3693.852783
	Iteration 48Q: 3 clusters Score -9435673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9435665.000000 Penalty: 3693.852783
	Iteration 49Q: 3 clusters Score -9435665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9435672.000000 Penalty: 3693.852783
	Iteration 50Q: 3 clusters Score -9435672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9435667.000000 Penalty: 3693.852783
	Iteration 51Q: 3 clusters Score -9435667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9435667.000000 Penalty: 3693.852783
	Iteration 52Q: 3 clusters Score -9435667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9435671.000000 Penalty: 3693.852783
	Iteration 53Q: 3 clusters Score -9435671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85055 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9435670.000000 Penalty: 3693.852783
	Iteration 54Q: 3 clusters Score -9435670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9435672.000000 Penalty: 3693.852783
	Iteration 55Q: 3 clusters Score -9435672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9435677.000000 Penalty: 3693.852783
	Iteration 56Q: 3 clusters Score -9435677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9435677.000000 Penalty: 3693.852783
	Iteration 57Q: 3 clusters Score -9435677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9435678.000000 Penalty: 3693.852783
	Iteration 58Q: 3 clusters Score -9435678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9435683.000000 Penalty: 3693.852783
	Iteration 59Q: 3 clusters Score -9435683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9435686.000000 Penalty: 3693.852783
	Iteration 60F: 3 clusters Score -9435686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9435681.000000 Penalty: 3693.852783
	Iteration 61Q: 3 clusters Score -9435681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9435679.000000 Penalty: 3693.852783
	Iteration 62Q: 3 clusters Score -9435679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9435677.000000 Penalty: 3693.852783
	Iteration 63Q: 3 clusters Score -9435677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85082 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9435684.000000 Penalty: 3693.852783
	Iteration 64Q: 3 clusters Score -9435684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9435679.000000 Penalty: 3693.852783
	Iteration 65Q: 3 clusters Score -9435679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9435677.000000 Penalty: 3693.852783
	Iteration 66Q: 3 clusters Score -9435677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9435680.000000 Penalty: 3693.852783
	Iteration 67Q: 3 clusters Score -9435680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9435685.000000 Penalty: 3693.852783
	Iteration 68Q: 3 clusters Score -9435685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9435685.000000 Penalty: 3693.852783
	Iteration 69Q: 3 clusters Score -9435685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9435687.000000 Penalty: 3693.852783
	Iteration 70Q: 3 clusters Score -9435687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9435687.000000 Penalty: 3693.852783
	Iteration 71F: 3 clusters Score -9435687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 71054 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73940 members 
Mstep: Class 7 contains 48477 members 
Mstep: Class 8 contains 42220 members 
Mstep: Class 9 contains 131741 members 
Mstep: Class 10 contains 42167 members 
Mstep: Class 11 contains 192036 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53546 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859440.000000 Penalty: 35598.257812
Iteration 279Q: 17 clusters Score -9.385944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 71054 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73942 members 
Mstep: Class 7 contains 48477 members 
Mstep: Class 8 contains 42221 members 
Mstep: Class 9 contains 131743 members 
Mstep: Class 10 contains 42167 members 
Mstep: Class 11 contains 192030 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53548 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859512.000000 Penalty: 35598.257812
Iteration 280F: 17 clusters Score -9.385951e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 71053 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73941 members 
Mstep: Class 7 contains 48476 members 
Mstep: Class 8 contains 42223 members 
Mstep: Class 9 contains 131748 members 
Mstep: Class 10 contains 42167 members 
Mstep: Class 11 contains 192031 members 
Mstep: Class 13 contains 53947 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53547 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859536.000000 Penalty: 35598.257812
Iteration 281Q: 17 clusters Score -9.385954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 71050 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73941 members 
Mstep: Class 7 contains 48475 members 
Mstep: Class 8 contains 42224 members 
Mstep: Class 9 contains 131756 members 
Mstep: Class 10 contains 42167 members 
Mstep: Class 11 contains 192029 members 
Mstep: Class 13 contains 53946 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53545 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859448.000000 Penalty: 35598.257812
Iteration 282Q: 17 clusters Score -9.385945e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 71045 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73942 members 
Mstep: Class 7 contains 48472 members 
Mstep: Class 8 contains 42226 members 
Mstep: Class 9 contains 131764 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 192027 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 3280 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53545 members 
Mstep: Class 18 contains 4832 members 
Mstep: Class 19 contains 86289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859512.000000 Penalty: 35598.257812
Iteration 283Q: 17 clusters Score -9.385951e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 71040 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73938 members 
Mstep: Class 7 contains 48473 members 
Mstep: Class 8 contains 42228 members 
Mstep: Class 9 contains 131775 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 192022 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53544 members 
Mstep: Class 18 contains 4831 members 
Mstep: Class 19 contains 86288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859496.000000 Penalty: 35598.257812
Iteration 284Q: 17 clusters Score -9.38595e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 71037 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73935 members 
Mstep: Class 7 contains 48474 members 
Mstep: Class 8 contains 42229 members 
Mstep: Class 9 contains 131788 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 192012 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53542 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859520.000000 Penalty: 35598.257812
Iteration 285Q: 17 clusters Score -9.385952e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 71035 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73931 members 
Mstep: Class 7 contains 48476 members 
Mstep: Class 8 contains 42231 members 
Mstep: Class 9 contains 131800 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 192007 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53544 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859528.000000 Penalty: 35598.257812
Iteration 286Q: 17 clusters Score -9.385953e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 71032 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73927 members 
Mstep: Class 7 contains 48473 members 
Mstep: Class 8 contains 42231 members 
Mstep: Class 9 contains 131812 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 192001 members 
Mstep: Class 13 contains 53944 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53545 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859536.000000 Penalty: 35598.257812
Iteration 287Q: 17 clusters Score -9.385954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 71031 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73925 members 
Mstep: Class 7 contains 48471 members 
Mstep: Class 8 contains 42232 members 
Mstep: Class 9 contains 131824 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 191998 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53546 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859496.000000 Penalty: 35598.257812
Iteration 288Q: 17 clusters Score -9.38595e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 71031 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73920 members 
Mstep: Class 7 contains 48467 members 
Mstep: Class 8 contains 42233 members 
Mstep: Class 9 contains 131838 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 191995 members 
Mstep: Class 13 contains 53941 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53543 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859536.000000 Penalty: 35598.257812
Iteration 289Q: 17 clusters Score -9.385954e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 71029 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73912 members 
Mstep: Class 7 contains 48465 members 
Mstep: Class 8 contains 42233 members 
Mstep: Class 9 contains 131851 members 
Mstep: Class 10 contains 42171 members 
Mstep: Class 11 contains 191996 members 
Mstep: Class 13 contains 53941 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53541 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859440.000000 Penalty: 35598.257812
Iteration 290Q: 17 clusters Score -9.385944e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 71027 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73910 members 
Mstep: Class 7 contains 48462 members 
Mstep: Class 8 contains 42233 members 
Mstep: Class 9 contains 131863 members 
Mstep: Class 10 contains 42171 members 
Mstep: Class 11 contains 191994 members 
Mstep: Class 13 contains 53939 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53540 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859424.000000 Penalty: 35598.257812
Iteration 291Q: 17 clusters Score -9.385942e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 71024 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73904 members 
Mstep: Class 7 contains 48457 members 
Mstep: Class 8 contains 42234 members 
Mstep: Class 9 contains 131877 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 191994 members 
Mstep: Class 13 contains 53939 members 
Mstep: Class 14 contains 3280 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53539 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859424.000000 Penalty: 35598.257812
Iteration 292Q: 17 clusters Score -9.385942e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 71022 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73898 members 
Mstep: Class 7 contains 48454 members 
Mstep: Class 8 contains 42234 members 
Mstep: Class 9 contains 131888 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191986 members 
Mstep: Class 13 contains 53937 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53539 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859392.000000 Penalty: 35598.257812
Iteration 293Q: 17 clusters Score -9.385939e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 71018 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73894 members 
Mstep: Class 7 contains 48455 members 
Mstep: Class 8 contains 42235 members 
Mstep: Class 9 contains 131907 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191969 members 
Mstep: Class 13 contains 53939 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53536 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859456.000000 Penalty: 35598.257812
Iteration 294Q: 17 clusters Score -9.385946e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 71011 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73890 members 
Mstep: Class 7 contains 48452 members 
Mstep: Class 8 contains 42235 members 
Mstep: Class 9 contains 131930 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191958 members 
Mstep: Class 13 contains 53940 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53534 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859504.000000 Penalty: 35598.257812
Iteration 295Q: 17 clusters Score -9.38595e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 71006 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73887 members 
Mstep: Class 7 contains 48448 members 
Mstep: Class 8 contains 42235 members 
Mstep: Class 9 contains 131948 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191952 members 
Mstep: Class 13 contains 53939 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53531 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859528.000000 Penalty: 35598.257812
Iteration 296Q: 17 clusters Score -9.385953e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 70998 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73887 members 
Mstep: Class 7 contains 48444 members 
Mstep: Class 8 contains 42236 members 
Mstep: Class 9 contains 131956 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191948 members 
Mstep: Class 13 contains 53940 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53531 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859552.000000 Penalty: 35598.257812
Iteration 297Q: 17 clusters Score -9.385955e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 70994 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73885 members 
Mstep: Class 7 contains 48446 members 
Mstep: Class 8 contains 42240 members 
Mstep: Class 9 contains 131972 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191938 members 
Mstep: Class 13 contains 53938 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53531 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859528.000000 Penalty: 35598.257812
Iteration 298Q: 17 clusters Score -9.385953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 70993 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73882 members 
Mstep: Class 7 contains 48449 members 
Mstep: Class 8 contains 42242 members 
Mstep: Class 9 contains 131983 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191929 members 
Mstep: Class 13 contains 53935 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53532 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 86240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859544.000000 Penalty: 35598.257812
Iteration 299Q: 17 clusters Score -9.385954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 70989 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73882 members 
Mstep: Class 7 contains 48450 members 
Mstep: Class 8 contains 42243 members 
Mstep: Class 9 contains 131999 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191920 members 
Mstep: Class 13 contains 53935 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53534 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 86234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859552.000000 Penalty: 35598.257812
Iteration 300F: 17 clusters Score -9.385955e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 70987 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73881 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 42245 members 
Mstep: Class 9 contains 132012 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191909 members 
Mstep: Class 13 contains 53934 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53537 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 86228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859520.000000 Penalty: 35598.257812
Iteration 301Q: 17 clusters Score -9.385952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 70985 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73879 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 42246 members 
Mstep: Class 9 contains 132028 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191895 members 
Mstep: Class 13 contains 53935 members 
Mstep: Class 14 contains 3314 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53539 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 86226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859568.000000 Penalty: 35598.257812
Iteration 302Q: 17 clusters Score -9.385957e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 70984 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73875 members 
Mstep: Class 7 contains 48449 members 
Mstep: Class 8 contains 42247 members 
Mstep: Class 9 contains 132033 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191887 members 
Mstep: Class 13 contains 53936 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53540 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 86226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859616.000000 Penalty: 35598.257812
Iteration 303Q: 17 clusters Score -9.385962e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 70981 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73873 members 
Mstep: Class 7 contains 48447 members 
Mstep: Class 8 contains 42250 members 
Mstep: Class 9 contains 132043 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 191879 members 
Mstep: Class 13 contains 53941 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53537 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 86222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859608.000000 Penalty: 35598.257812
Iteration 304Q: 17 clusters Score -9.385961e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 70981 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73873 members 
Mstep: Class 7 contains 48446 members 
Mstep: Class 8 contains 42251 members 
Mstep: Class 9 contains 132052 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 191878 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53537 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 86210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859568.000000 Penalty: 35598.257812
Iteration 305Q: 17 clusters Score -9.385957e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 70981 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73870 members 
Mstep: Class 7 contains 48445 members 
Mstep: Class 8 contains 42251 members 
Mstep: Class 9 contains 132070 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 191871 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53536 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 86202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859544.000000 Penalty: 35598.257812
Iteration 306Q: 17 clusters Score -9.385954e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 70981 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73868 members 
Mstep: Class 7 contains 48444 members 
Mstep: Class 8 contains 42253 members 
Mstep: Class 9 contains 132086 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191859 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53535 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 86201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859528.000000 Penalty: 35598.257812
Iteration 307Q: 17 clusters Score -9.385953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 70980 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73866 members 
Mstep: Class 7 contains 48445 members 
Mstep: Class 8 contains 42258 members 
Mstep: Class 9 contains 132099 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191847 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53534 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 86201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859544.000000 Penalty: 35598.257812
Iteration 308Q: 17 clusters Score -9.385954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 70979 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73866 members 
Mstep: Class 7 contains 48445 members 
Mstep: Class 8 contains 42264 members 
Mstep: Class 9 contains 132110 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191834 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 53533 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859520.000000 Penalty: 35598.257812
Iteration 309Q: 17 clusters Score -9.385952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 70976 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73865 members 
Mstep: Class 7 contains 48444 members 
Mstep: Class 8 contains 42267 members 
Mstep: Class 9 contains 132125 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191823 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53532 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859504.000000 Penalty: 35598.257812
Iteration 310Q: 17 clusters Score -9.38595e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 70972 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73861 members 
Mstep: Class 7 contains 48445 members 
Mstep: Class 8 contains 42271 members 
Mstep: Class 9 contains 132147 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191811 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53531 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859448.000000 Penalty: 35598.257812
Iteration 311Q: 17 clusters Score -9.385945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 70971 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73860 members 
Mstep: Class 7 contains 48445 members 
Mstep: Class 8 contains 42272 members 
Mstep: Class 9 contains 132164 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191795 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53528 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859472.000000 Penalty: 35598.257812
Iteration 312Q: 17 clusters Score -9.385947e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 70969 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73861 members 
Mstep: Class 7 contains 48443 members 
Mstep: Class 8 contains 42272 members 
Mstep: Class 9 contains 132178 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191787 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3327 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53526 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859456.000000 Penalty: 35598.257812
Iteration 313Q: 17 clusters Score -9.385946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 70966 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73861 members 
Mstep: Class 7 contains 48440 members 
Mstep: Class 8 contains 42272 members 
Mstep: Class 9 contains 132193 members 
Mstep: Class 10 contains 42177 members 
Mstep: Class 11 contains 191784 members 
Mstep: Class 13 contains 53941 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53524 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859512.000000 Penalty: 35598.257812
Iteration 314Q: 17 clusters Score -9.385951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 70964 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73859 members 
Mstep: Class 7 contains 48438 members 
Mstep: Class 8 contains 42272 members 
Mstep: Class 9 contains 132209 members 
Mstep: Class 10 contains 42178 members 
Mstep: Class 11 contains 191779 members 
Mstep: Class 13 contains 53940 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53522 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859552.000000 Penalty: 35598.257812
Iteration 315Q: 17 clusters Score -9.385955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 70963 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73860 members 
Mstep: Class 7 contains 48437 members 
Mstep: Class 8 contains 42272 members 
Mstep: Class 9 contains 132217 members 
Mstep: Class 10 contains 42178 members 
Mstep: Class 11 contains 191774 members 
Mstep: Class 13 contains 53941 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53521 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859584.000000 Penalty: 35598.257812
Iteration 316Q: 17 clusters Score -9.385958e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 70961 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73859 members 
Mstep: Class 7 contains 48435 members 
Mstep: Class 8 contains 42272 members 
Mstep: Class 9 contains 132230 members 
Mstep: Class 10 contains 42178 members 
Mstep: Class 11 contains 191763 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53521 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859528.000000 Penalty: 35598.257812
Iteration 317Q: 17 clusters Score -9.385953e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 70957 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73859 members 
Mstep: Class 7 contains 48435 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 132242 members 
Mstep: Class 10 contains 42178 members 
Mstep: Class 11 contains 191752 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53523 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859496.000000 Penalty: 35598.257812
Iteration 318Q: 17 clusters Score -9.38595e+07 nChanged 34
Entering ConstructFrom: 
Score: -93859496.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (73402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Entering Unmasked Estep 
Score: -8021748.500000 Penalty: 1820.602295
	Iteration 0F: 2 clusters Score -8021748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -7972456.000000 Penalty: 3641.204590
	Iteration 0F: 3 clusters Score -7972456 nChanged 34986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -7992353.500000 Penalty: 3641.204590
	Iteration 1F: 3 clusters Score -7992354 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -7992871.000000 Penalty: 3641.204590
	Iteration 2Q: 3 clusters Score -7992871 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -7993578.500000 Penalty: 3641.204590
	Iteration 3Q: 3 clusters Score -7993578 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -7994565.500000 Penalty: 3641.204590
	Iteration 4Q: 3 clusters Score -7994566 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -7995950.500000 Penalty: 3641.204590
	Iteration 5Q: 3 clusters Score -7995950 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -7998008.500000 Penalty: 3641.204590
	Iteration 6Q: 3 clusters Score -7998008 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -8001023.000000 Penalty: 3641.204590
	Iteration 7F: 3 clusters Score -8001023 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -8004907.500000 Penalty: 3641.204590
	Iteration 8F: 3 clusters Score -8004908 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -8008746.500000 Penalty: 3641.204590
	Iteration 9F: 3 clusters Score -8008746 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -8012112.000000 Penalty: 3641.204590
	Iteration 10F: 3 clusters Score -8012112 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -8014583.000000 Penalty: 3641.204590
	Iteration 11Q: 3 clusters Score -8014583 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67215 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -8016213.000000 Penalty: 3641.204590
	Iteration 12Q: 3 clusters Score -8016213 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -8017321.500000 Penalty: 3641.204590
	Iteration 13Q: 3 clusters Score -8017322 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8018214.500000 Penalty: 3641.204590
	Iteration 14Q: 3 clusters Score -8018214 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8018856.500000 Penalty: 3641.204590
	Iteration 15Q: 3 clusters Score -8018856 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8019314.500000 Penalty: 3641.204590
	Iteration 16Q: 3 clusters Score -8019314 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8019618.500000 Penalty: 3641.204590
	Iteration 17Q: 3 clusters Score -8019618 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72364 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8019795.500000 Penalty: 3641.204590
	Iteration 18Q: 3 clusters Score -8019796 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8019928.000000 Penalty: 3641.204590
	Iteration 19Q: 3 clusters Score -8019928 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8020007.500000 Penalty: 3641.204590
	Iteration 20F: 3 clusters Score -8020008 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8020058.000000 Penalty: 3641.204590
	Iteration 21Q: 3 clusters Score -8020058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8020099.500000 Penalty: 3641.204590
	Iteration 22Q: 3 clusters Score -8020100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8020151.500000 Penalty: 3641.204590
	Iteration 23Q: 3 clusters Score -8020152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8020178.500000 Penalty: 3641.204590
	Iteration 24Q: 3 clusters Score -8020178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8020187.500000 Penalty: 3641.204590
	Iteration 25Q: 3 clusters Score -8020188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8020213.000000 Penalty: 3641.204590
	Iteration 26Q: 3 clusters Score -8020213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8020223.500000 Penalty: 3641.204590
	Iteration 27Q: 3 clusters Score -8020224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8020233.500000 Penalty: 3641.204590
	Iteration 28Q: 3 clusters Score -8020234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8020239.000000 Penalty: 3641.204590
	Iteration 29Q: 3 clusters Score -8020239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8020242.500000 Penalty: 3641.204590
	Iteration 30Q: 3 clusters Score -8020242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8020242.500000 Penalty: 3641.204590
	Iteration 31F: 3 clusters Score -8020242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Entering Unmasked Estep 
Score: -7763182.000000 Penalty: 1815.088135
	Iteration 0F: 2 clusters Score -7763182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -7715692.000000 Penalty: 3630.176270
	Iteration 0F: 3 clusters Score -7715692 nChanged 33715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -7735108.500000 Penalty: 3630.176270
	Iteration 1F: 3 clusters Score -7735108 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -7735835.000000 Penalty: 3630.176270
	Iteration 2Q: 3 clusters Score -7735835 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -7736695.500000 Penalty: 3630.176270
	Iteration 3Q: 3 clusters Score -7736696 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -7737617.000000 Penalty: 3630.176270
	Iteration 4Q: 3 clusters Score -7737617 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -7738642.000000 Penalty: 3630.176270
	Iteration 5Q: 3 clusters Score -7738642 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -7739862.500000 Penalty: 3630.176270
	Iteration 6Q: 3 clusters Score -7739862 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -7741227.000000 Penalty: 3630.176270
	Iteration 7Q: 3 clusters Score -7741227 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -7742821.000000 Penalty: 3630.176270
	Iteration 8Q: 3 clusters Score -7742821 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -7744558.500000 Penalty: 3630.176270
	Iteration 9Q: 3 clusters Score -7744558 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -7746216.500000 Penalty: 3630.176270
	Iteration 10Q: 3 clusters Score -7746216 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -7747825.500000 Penalty: 3630.176270
	Iteration 11Q: 3 clusters Score -7747826 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -7749103.500000 Penalty: 3630.176270
	Iteration 12Q: 3 clusters Score -7749104 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -7750368.500000 Penalty: 3630.176270
	Iteration 13Q: 3 clusters Score -7750368 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -7751473.500000 Penalty: 3630.176270
	Iteration 14Q: 3 clusters Score -7751474 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -7752479.500000 Penalty: 3630.176270
	Iteration 15Q: 3 clusters Score -7752480 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -7753521.000000 Penalty: 3630.176270
	Iteration 16Q: 3 clusters Score -7753521 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -7754659.500000 Penalty: 3630.176270
	Iteration 17Q: 3 clusters Score -7754660 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -7755765.500000 Penalty: 3630.176270
	Iteration 18Q: 3 clusters Score -7755766 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -7756781.000000 Penalty: 3630.176270
	Iteration 19Q: 3 clusters Score -7756781 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -7757762.000000 Penalty: 3630.176270
	Iteration 20F: 3 clusters Score -7757762 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7758684.500000 Penalty: 3630.176270
	Iteration 21Q: 3 clusters Score -7758684 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7759470.000000 Penalty: 3630.176270
	Iteration 22Q: 3 clusters Score -7759470 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7760106.000000 Penalty: 3630.176270
	Iteration 23Q: 3 clusters Score -7760106 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7760620.500000 Penalty: 3630.176270
	Iteration 24Q: 3 clusters Score -7760620 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7760908.500000 Penalty: 3630.176270
	Iteration 25Q: 3 clusters Score -7760908 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7761108.500000 Penalty: 3630.176270
	Iteration 26Q: 3 clusters Score -7761108 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7761244.000000 Penalty: 3630.176270
	Iteration 27Q: 3 clusters Score -7761244 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7761352.000000 Penalty: 3630.176270
	Iteration 28Q: 3 clusters Score -7761352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7761429.000000 Penalty: 3630.176270
	Iteration 29Q: 3 clusters Score -7761429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7761484.500000 Penalty: 3630.176270
	Iteration 30Q: 3 clusters Score -7761484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7761526.000000 Penalty: 3630.176270
	Iteration 31Q: 3 clusters Score -7761526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7761544.500000 Penalty: 3630.176270
	Iteration 32Q: 3 clusters Score -7761544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7761567.500000 Penalty: 3630.176270
	Iteration 33Q: 3 clusters Score -7761568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7761564.000000 Penalty: 3630.176270
	Iteration 34Q: 3 clusters Score -7761564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7761574.000000 Penalty: 3630.176270
	Iteration 35Q: 3 clusters Score -7761574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7761581.500000 Penalty: 3630.176270
	Iteration 36Q: 3 clusters Score -7761582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7761588.000000 Penalty: 3630.176270
	Iteration 37Q: 3 clusters Score -7761588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7761584.500000 Penalty: 3630.176270
	Iteration 38Q: 3 clusters Score -7761584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7761583.000000 Penalty: 3630.176270
	Iteration 39Q: 3 clusters Score -7761583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7761587.500000 Penalty: 3630.176270
	Iteration 40F: 3 clusters Score -7761588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -570283.750000 Penalty: 1400.445190
	Iteration 0F: 2 clusters Score -570283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -565933.062500 Penalty: 2800.890381
	Iteration 0F: 3 clusters Score -565933.1 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -567314.250000 Penalty: 2800.890381
	Iteration 1F: 3 clusters Score -567314.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -567616.875000 Penalty: 2800.890381
	Iteration 2F: 3 clusters Score -567616.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -567879.562500 Penalty: 2800.890381
	Iteration 3F: 3 clusters Score -567879.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -568127.000000 Penalty: 2800.890381
	Iteration 4F: 3 clusters Score -568127 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -568387.125000 Penalty: 2800.890381
	Iteration 5F: 3 clusters Score -568387.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -568613.750000 Penalty: 2800.890381
	Iteration 6F: 3 clusters Score -568613.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -568812.562500 Penalty: 2800.890381
	Iteration 7Q: 3 clusters Score -568812.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -569064.812500 Penalty: 2800.890381
	Iteration 8Q: 3 clusters Score -569064.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -569375.625000 Penalty: 2800.890381
	Iteration 9Q: 3 clusters Score -569375.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -569651.250000 Penalty: 2800.890381
	Iteration 10Q: 3 clusters Score -569651.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -569763.125000 Penalty: 2800.890381
	Iteration 11Q: 3 clusters Score -569763.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -569814.187500 Penalty: 2800.890381
	Iteration 12Q: 3 clusters Score -569814.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -569843.937500 Penalty: 2800.890381
	Iteration 13Q: 3 clusters Score -569843.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -569865.812500 Penalty: 2800.890381
	Iteration 14Q: 3 clusters Score -569865.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -569874.250000 Penalty: 2800.890381
	Iteration 15Q: 3 clusters Score -569874.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -569877.812500 Penalty: 2800.890381
	Iteration 16Q: 3 clusters Score -569877.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -569878.937500 Penalty: 2800.890381
	Iteration 17Q: 3 clusters Score -569878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -569880.437500 Penalty: 2800.890381
	Iteration 18Q: 3 clusters Score -569880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -569878.687500 Penalty: 2800.890381
	Iteration 19Q: 3 clusters Score -569878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -569878.687500 Penalty: 2800.890381
	Iteration 20F: 3 clusters Score -569878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -66704.921875 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -66704.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65508.578125 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -65508.58 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65696.578125 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -65696.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65761.757812 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -65761.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65781.140625 Penalty: 2103.512451
	Iteration 3Q: 3 clusters Score -65781.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65793.820312 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -65793.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65797.539062 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -65797.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65797.539062 Penalty: 2103.512451
	Iteration 6F: 3 clusters Score -65797.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Entering Unmasked Estep 
Score: -8064678.000000 Penalty: 1821.613037
	Iteration 0F: 2 clusters Score -8064678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -8015204.500000 Penalty: 3643.226074
	Iteration 0F: 3 clusters Score -8015204 nChanged 35119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -8035713.000000 Penalty: 3643.226074
	Iteration 1F: 3 clusters Score -8035713 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -8036426.000000 Penalty: 3643.226074
	Iteration 2Q: 3 clusters Score -8036426 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -8037291.000000 Penalty: 3643.226074
	Iteration 3Q: 3 clusters Score -8037291 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8038816.500000 Penalty: 3643.226074
	Iteration 4Q: 3 clusters Score -8038816 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -8041242.000000 Penalty: 3643.226074
	Iteration 5F: 3 clusters Score -8041242 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -8045166.500000 Penalty: 3643.226074
	Iteration 6F: 3 clusters Score -8045166 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -8050446.500000 Penalty: 3643.226074
	Iteration 7F: 3 clusters Score -8050446 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -8055273.500000 Penalty: 3643.226074
	Iteration 8F: 3 clusters Score -8055274 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -8058486.500000 Penalty: 3643.226074
	Iteration 9F: 3 clusters Score -8058486 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -8060273.500000 Penalty: 3643.226074
	Iteration 10Q: 3 clusters Score -8060274 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -8061231.500000 Penalty: 3643.226074
	Iteration 11Q: 3 clusters Score -8061232 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -8061821.000000 Penalty: 3643.226074
	Iteration 12Q: 3 clusters Score -8061821 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -8062298.000000 Penalty: 3643.226074
	Iteration 13Q: 3 clusters Score -8062298 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -8062573.500000 Penalty: 3643.226074
	Iteration 14Q: 3 clusters Score -8062574 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -8062804.000000 Penalty: 3643.226074
	Iteration 15Q: 3 clusters Score -8062804 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -8062988.500000 Penalty: 3643.226074
	Iteration 16Q: 3 clusters Score -8062988 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -8063133.000000 Penalty: 3643.226074
	Iteration 17Q: 3 clusters Score -8063133 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -8063248.000000 Penalty: 3643.226074
	Iteration 18Q: 3 clusters Score -8063248 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -8063304.000000 Penalty: 3643.226074
	Iteration 19Q: 3 clusters Score -8063304 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -8063345.000000 Penalty: 3643.226074
	Iteration 20F: 3 clusters Score -8063345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -8063373.000000 Penalty: 3643.226074
	Iteration 21Q: 3 clusters Score -8063373 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -8063403.500000 Penalty: 3643.226074
	Iteration 22Q: 3 clusters Score -8063404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -8063438.000000 Penalty: 3643.226074
	Iteration 23Q: 3 clusters Score -8063438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -8063452.000000 Penalty: 3643.226074
	Iteration 24Q: 3 clusters Score -8063452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -8063459.000000 Penalty: 3643.226074
	Iteration 25Q: 3 clusters Score -8063459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -8063454.000000 Penalty: 3643.226074
	Iteration 26Q: 3 clusters Score -8063454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -8063472.000000 Penalty: 3643.226074
	Iteration 27Q: 3 clusters Score -8063472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -8063483.500000 Penalty: 3643.226074
	Iteration 28Q: 3 clusters Score -8063484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -8063490.500000 Penalty: 3643.226074
	Iteration 29Q: 3 clusters Score -8063490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -8063484.500000 Penalty: 3643.226074
	Iteration 30Q: 3 clusters Score -8063484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -8063504.000000 Penalty: 3643.226074
	Iteration 31Q: 3 clusters Score -8063504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -8063505.000000 Penalty: 3643.226074
	Iteration 32Q: 3 clusters Score -8063505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -8063507.000000 Penalty: 3643.226074
	Iteration 33Q: 3 clusters Score -8063507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -8063509.000000 Penalty: 3643.226074
	Iteration 34Q: 3 clusters Score -8063509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -8063504.500000 Penalty: 3643.226074
	Iteration 35Q: 3 clusters Score -8063504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -8063508.500000 Penalty: 3643.226074
	Iteration 36Q: 3 clusters Score -8063508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -8063512.000000 Penalty: 3643.226074
	Iteration 37Q: 3 clusters Score -8063512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -8063509.000000 Penalty: 3643.226074
	Iteration 38Q: 3 clusters Score -8063509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -8063513.500000 Penalty: 3643.226074
	Iteration 39Q: 3 clusters Score -8063514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -8063513.500000 Penalty: 3643.226074
	Iteration 40F: 3 clusters Score -8063514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Entering Unmasked Estep 
Score: -5297115.000000 Penalty: 1753.043091
	Iteration 0F: 2 clusters Score -5297115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -5264658.000000 Penalty: 3506.086182
	Iteration 0F: 3 clusters Score -5264658 nChanged 22714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5277576.500000 Penalty: 3506.086182
	Iteration 1F: 3 clusters Score -5277576 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -5278366.500000 Penalty: 3506.086182
	Iteration 2Q: 3 clusters Score -5278366 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -5279576.500000 Penalty: 3506.086182
	Iteration 3F: 3 clusters Score -5279576 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5281674.500000 Penalty: 3506.086182
	Iteration 4F: 3 clusters Score -5281674 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -5284801.000000 Penalty: 3506.086182
	Iteration 5F: 3 clusters Score -5284801 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -5288454.000000 Penalty: 3506.086182
	Iteration 6F: 3 clusters Score -5288454 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5291575.500000 Penalty: 3506.086182
	Iteration 7F: 3 clusters Score -5291576 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -5293441.000000 Penalty: 3506.086182
	Iteration 8Q: 3 clusters Score -5293441 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5294428.500000 Penalty: 3506.086182
	Iteration 9Q: 3 clusters Score -5294428 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5294868.000000 Penalty: 3506.086182
	Iteration 10Q: 3 clusters Score -5294868 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5295102.500000 Penalty: 3506.086182
	Iteration 11Q: 3 clusters Score -5295102 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5295230.500000 Penalty: 3506.086182
	Iteration 12Q: 3 clusters Score -5295230 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5295315.500000 Penalty: 3506.086182
	Iteration 13Q: 3 clusters Score -5295316 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5295375.000000 Penalty: 3506.086182
	Iteration 14Q: 3 clusters Score -5295375 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5295453.500000 Penalty: 3506.086182
	Iteration 15Q: 3 clusters Score -5295454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5295504.000000 Penalty: 3506.086182
	Iteration 16Q: 3 clusters Score -5295504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5295542.500000 Penalty: 3506.086182
	Iteration 17Q: 3 clusters Score -5295542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5295547.000000 Penalty: 3506.086182
	Iteration 18Q: 3 clusters Score -5295547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5295553.000000 Penalty: 3506.086182
	Iteration 19Q: 3 clusters Score -5295553 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5295572.500000 Penalty: 3506.086182
	Iteration 20F: 3 clusters Score -5295572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5295576.000000 Penalty: 3506.086182
	Iteration 21Q: 3 clusters Score -5295576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5295589.000000 Penalty: 3506.086182
	Iteration 22Q: 3 clusters Score -5295589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5295606.000000 Penalty: 3506.086182
	Iteration 23Q: 3 clusters Score -5295606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5295610.500000 Penalty: 3506.086182
	Iteration 24Q: 3 clusters Score -5295610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5295622.500000 Penalty: 3506.086182
	Iteration 25Q: 3 clusters Score -5295622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5295618.500000 Penalty: 3506.086182
	Iteration 26Q: 3 clusters Score -5295618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5295633.000000 Penalty: 3506.086182
	Iteration 27Q: 3 clusters Score -5295633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5295634.000000 Penalty: 3506.086182
	Iteration 28Q: 3 clusters Score -5295634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5295635.500000 Penalty: 3506.086182
	Iteration 29Q: 3 clusters Score -5295636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5295638.000000 Penalty: 3506.086182
	Iteration 30Q: 3 clusters Score -5295638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5295635.000000 Penalty: 3506.086182
	Iteration 31Q: 3 clusters Score -5295635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5295635.500000 Penalty: 3506.086182
	Iteration 32Q: 3 clusters Score -5295636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5295640.000000 Penalty: 3506.086182
	Iteration 33Q: 3 clusters Score -5295640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5295643.500000 Penalty: 3506.086182
	Iteration 34Q: 3 clusters Score -5295644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5295640.500000 Penalty: 3506.086182
	Iteration 35Q: 3 clusters Score -5295640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5295647.500000 Penalty: 3506.086182
	Iteration 36Q: 3 clusters Score -5295648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5295650.500000 Penalty: 3506.086182
	Iteration 37Q: 3 clusters Score -5295650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5295642.500000 Penalty: 3506.086182
	Iteration 38Q: 3 clusters Score -5295642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5295644.500000 Penalty: 3506.086182
	Iteration 39Q: 3 clusters Score -5295644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5295650.500000 Penalty: 3506.086182
	Iteration 40F: 3 clusters Score -5295650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5295655.000000 Penalty: 3506.086182
	Iteration 41Q: 3 clusters Score -5295655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5295656.500000 Penalty: 3506.086182
	Iteration 42Q: 3 clusters Score -5295656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5295658.500000 Penalty: 3506.086182
	Iteration 43Q: 3 clusters Score -5295658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5295660.000000 Penalty: 3506.086182
	Iteration 44Q: 3 clusters Score -5295660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5295662.000000 Penalty: 3506.086182
	Iteration 45Q: 3 clusters Score -5295662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5295658.000000 Penalty: 3506.086182
	Iteration 46Q: 3 clusters Score -5295658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5295658.000000 Penalty: 3506.086182
	Iteration 47Q: 3 clusters Score -5295658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5295654.500000 Penalty: 3506.086182
	Iteration 48Q: 3 clusters Score -5295654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5295659.500000 Penalty: 3506.086182
	Iteration 49Q: 3 clusters Score -5295660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5295660.500000 Penalty: 3506.086182
	Iteration 50Q: 3 clusters Score -5295660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5295672.000000 Penalty: 3506.086182
	Iteration 51Q: 3 clusters Score -5295672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5295674.000000 Penalty: 3506.086182
	Iteration 52Q: 3 clusters Score -5295674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5295671.500000 Penalty: 3506.086182
	Iteration 53Q: 3 clusters Score -5295672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5295675.500000 Penalty: 3506.086182
	Iteration 54Q: 3 clusters Score -5295676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5295685.000000 Penalty: 3506.086182
	Iteration 55Q: 3 clusters Score -5295685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5295692.500000 Penalty: 3506.086182
	Iteration 56Q: 3 clusters Score -5295692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5295697.000000 Penalty: 3506.086182
	Iteration 57Q: 3 clusters Score -5295697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5295702.500000 Penalty: 3506.086182
	Iteration 58Q: 3 clusters Score -5295702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5295704.000000 Penalty: 3506.086182
	Iteration 59Q: 3 clusters Score -5295704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5295711.000000 Penalty: 3506.086182
	Iteration 60F: 3 clusters Score -5295711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5295709.000000 Penalty: 3506.086182
	Iteration 61Q: 3 clusters Score -5295709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5295721.000000 Penalty: 3506.086182
	Iteration 62Q: 3 clusters Score -5295721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5295720.000000 Penalty: 3506.086182
	Iteration 63Q: 3 clusters Score -5295720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5295720.500000 Penalty: 3506.086182
	Iteration 64Q: 3 clusters Score -5295720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5295721.500000 Penalty: 3506.086182
	Iteration 65Q: 3 clusters Score -5295722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5295720.000000 Penalty: 3506.086182
	Iteration 66Q: 3 clusters Score -5295720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5295720.000000 Penalty: 3506.086182
	Iteration 67F: 3 clusters Score -5295720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Entering Unmasked Estep 
Score: -4455105.500000 Penalty: 1730.934448
	Iteration 0F: 2 clusters Score -4455106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -4426710.500000 Penalty: 3461.868896
	Iteration 0F: 3 clusters Score -4426710 nChanged 19697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -4437831.500000 Penalty: 3461.868896
	Iteration 1F: 3 clusters Score -4437832 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4438413.500000 Penalty: 3461.868896
	Iteration 2Q: 3 clusters Score -4438414 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4439204.500000 Penalty: 3461.868896
	Iteration 3Q: 3 clusters Score -4439204 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -4440334.500000 Penalty: 3461.868896
	Iteration 4F: 3 clusters Score -4440334 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -4441845.500000 Penalty: 3461.868896
	Iteration 5F: 3 clusters Score -4441846 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4443613.500000 Penalty: 3461.868896
	Iteration 6F: 3 clusters Score -4443614 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -4445294.000000 Penalty: 3461.868896
	Iteration 7F: 3 clusters Score -4445294 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4446518.500000 Penalty: 3461.868896
	Iteration 8F: 3 clusters Score -4446518 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -4447213.000000 Penalty: 3461.868896
	Iteration 9Q: 3 clusters Score -4447213 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4447575.000000 Penalty: 3461.868896
	Iteration 10Q: 3 clusters Score -4447575 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -4447737.000000 Penalty: 3461.868896
	Iteration 11Q: 3 clusters Score -4447737 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -4447846.500000 Penalty: 3461.868896
	Iteration 12Q: 3 clusters Score -4447846 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4447916.500000 Penalty: 3461.868896
	Iteration 13Q: 3 clusters Score -4447916 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -4447951.500000 Penalty: 3461.868896
	Iteration 14Q: 3 clusters Score -4447952 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4448005.000000 Penalty: 3461.868896
	Iteration 15Q: 3 clusters Score -4448005 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4448002.500000 Penalty: 3461.868896
	Iteration 16Q: 3 clusters Score -4448002 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4448025.500000 Penalty: 3461.868896
	Iteration 17Q: 3 clusters Score -4448026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -4448038.000000 Penalty: 3461.868896
	Iteration 18Q: 3 clusters Score -4448038 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -4448047.500000 Penalty: 3461.868896
	Iteration 19Q: 3 clusters Score -4448048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4448055.500000 Penalty: 3461.868896
	Iteration 20F: 3 clusters Score -4448056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4448066.000000 Penalty: 3461.868896
	Iteration 21Q: 3 clusters Score -4448066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -4448063.500000 Penalty: 3461.868896
	Iteration 22Q: 3 clusters Score -4448064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4448086.500000 Penalty: 3461.868896
	Iteration 23Q: 3 clusters Score -4448086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4448086.000000 Penalty: 3461.868896
	Iteration 24Q: 3 clusters Score -4448086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -4448115.000000 Penalty: 3461.868896
	Iteration 25Q: 3 clusters Score -4448115 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4448134.500000 Penalty: 3461.868896
	Iteration 26Q: 3 clusters Score -4448134 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -4448147.500000 Penalty: 3461.868896
	Iteration 27Q: 3 clusters Score -4448148 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4448183.500000 Penalty: 3461.868896
	Iteration 28Q: 3 clusters Score -4448184 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4448212.000000 Penalty: 3461.868896
	Iteration 29Q: 3 clusters Score -4448212 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -4448251.000000 Penalty: 3461.868896
	Iteration 30Q: 3 clusters Score -4448251 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4448328.500000 Penalty: 3461.868896
	Iteration 31Q: 3 clusters Score -4448328 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4448406.000000 Penalty: 3461.868896
	Iteration 32Q: 3 clusters Score -4448406 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -4448510.500000 Penalty: 3461.868896
	Iteration 33Q: 3 clusters Score -4448510 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4448651.000000 Penalty: 3461.868896
	Iteration 34Q: 3 clusters Score -4448651 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -4448951.000000 Penalty: 3461.868896
	Iteration 35Q: 3 clusters Score -4448951 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4449833.500000 Penalty: 3461.868896
	Iteration 36Q: 3 clusters Score -4449834 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -4451350.000000 Penalty: 3461.868896
	Iteration 37Q: 3 clusters Score -4451350 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -4452251.000000 Penalty: 3461.868896
	Iteration 38Q: 3 clusters Score -4452251 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -4452484.500000 Penalty: 3461.868896
	Iteration 39Q: 3 clusters Score -4452484 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -4452602.500000 Penalty: 3461.868896
	Iteration 40F: 3 clusters Score -4452602 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4452700.500000 Penalty: 3461.868896
	Iteration 41Q: 3 clusters Score -4452700 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -4452775.500000 Penalty: 3461.868896
	Iteration 42Q: 3 clusters Score -4452776 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4452841.000000 Penalty: 3461.868896
	Iteration 43Q: 3 clusters Score -4452841 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4452913.500000 Penalty: 3461.868896
	Iteration 44Q: 3 clusters Score -4452914 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4452976.500000 Penalty: 3461.868896
	Iteration 45Q: 3 clusters Score -4452976 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4453021.500000 Penalty: 3461.868896
	Iteration 46Q: 3 clusters Score -4453022 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4453067.000000 Penalty: 3461.868896
	Iteration 47Q: 3 clusters Score -4453067 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4453101.000000 Penalty: 3461.868896
	Iteration 48Q: 3 clusters Score -4453101 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4453125.500000 Penalty: 3461.868896
	Iteration 49Q: 3 clusters Score -4453126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4453157.500000 Penalty: 3461.868896
	Iteration 50Q: 3 clusters Score -4453158 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4453193.000000 Penalty: 3461.868896
	Iteration 51Q: 3 clusters Score -4453193 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4453211.500000 Penalty: 3461.868896
	Iteration 52Q: 3 clusters Score -4453212 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4453241.500000 Penalty: 3461.868896
	Iteration 53Q: 3 clusters Score -4453242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4453250.000000 Penalty: 3461.868896
	Iteration 54Q: 3 clusters Score -4453250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4453270.500000 Penalty: 3461.868896
	Iteration 55Q: 3 clusters Score -4453270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4453285.500000 Penalty: 3461.868896
	Iteration 56Q: 3 clusters Score -4453286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4453292.000000 Penalty: 3461.868896
	Iteration 57Q: 3 clusters Score -4453292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4453295.000000 Penalty: 3461.868896
	Iteration 58Q: 3 clusters Score -4453295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4453302.500000 Penalty: 3461.868896
	Iteration 59Q: 3 clusters Score -4453302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4453314.500000 Penalty: 3461.868896
	Iteration 60F: 3 clusters Score -4453314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4453315.500000 Penalty: 3461.868896
	Iteration 61Q: 3 clusters Score -4453316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4453307.500000 Penalty: 3461.868896
	Iteration 62Q: 3 clusters Score -4453308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4453310.000000 Penalty: 3461.868896
	Iteration 63Q: 3 clusters Score -4453310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4453317.500000 Penalty: 3461.868896
	Iteration 64Q: 3 clusters Score -4453318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4453326.000000 Penalty: 3461.868896
	Iteration 65Q: 3 clusters Score -4453326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4453331.500000 Penalty: 3461.868896
	Iteration 66Q: 3 clusters Score -4453332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4453330.500000 Penalty: 3461.868896
	Iteration 67Q: 3 clusters Score -4453330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4453331.000000 Penalty: 3461.868896
	Iteration 68Q: 3 clusters Score -4453331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4453335.000000 Penalty: 3461.868896
	Iteration 69Q: 3 clusters Score -4453335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4453337.000000 Penalty: 3461.868896
	Iteration 70Q: 3 clusters Score -4453337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4453331.000000 Penalty: 3461.868896
	Iteration 71Q: 3 clusters Score -4453331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4453335.000000 Penalty: 3461.868896
	Iteration 72Q: 3 clusters Score -4453335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4453337.000000 Penalty: 3461.868896
	Iteration 73Q: 3 clusters Score -4453337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4453332.000000 Penalty: 3461.868896
	Iteration 74Q: 3 clusters Score -4453332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4453331.000000 Penalty: 3461.868896
	Iteration 75Q: 3 clusters Score -4453331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4453330.500000 Penalty: 3461.868896
	Iteration 76Q: 3 clusters Score -4453330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4453336.000000 Penalty: 3461.868896
	Iteration 77Q: 3 clusters Score -4453336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4453335.000000 Penalty: 3461.868896
	Iteration 78Q: 3 clusters Score -4453335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4453336.500000 Penalty: 3461.868896
	Iteration 79Q: 3 clusters Score -4453336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4453336.500000 Penalty: 3461.868896
	Iteration 80F: 3 clusters Score -4453336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132256 members 
Entering Unmasked Estep 
Score: -14351993.000000 Penalty: 1916.280396
	Iteration 0F: 2 clusters Score -1.435199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -14263278.000000 Penalty: 3832.560791
	Iteration 0F: 3 clusters Score -1.426328e+07 nChanged 63729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -14300329.000000 Penalty: 3832.560791
	Iteration 1F: 3 clusters Score -1.430033e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -14301243.000000 Penalty: 3832.560791
	Iteration 2Q: 3 clusters Score -1.430124e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -14302339.000000 Penalty: 3832.560791
	Iteration 3Q: 3 clusters Score -1.430234e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -14304317.000000 Penalty: 3832.560791
	Iteration 4Q: 3 clusters Score -1.430432e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 86364 members 
Entering Unmasked Estep 
Score: -14308105.000000 Penalty: 3832.560791
	Iteration 5F: 3 clusters Score -1.43081e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 96264 members 
Entering Unmasked Estep 
Score: -14315309.000000 Penalty: 3832.560791
	Iteration 6F: 3 clusters Score -1.431531e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -14326427.000000 Penalty: 3832.560791
	Iteration 7F: 3 clusters Score -1.432643e+07 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 120066 members 
Entering Unmasked Estep 
Score: -14338207.000000 Penalty: 3832.560791
	Iteration 8F: 3 clusters Score -1.433821e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 127701 members 
Entering Unmasked Estep 
Score: -14345994.000000 Penalty: 3832.560791
	Iteration 9F: 3 clusters Score -1.434599e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 130839 members 
Entering Unmasked Estep 
Score: -14349016.000000 Penalty: 3832.560791
	Iteration 10Q: 3 clusters Score -1.434902e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 131770 members 
Entering Unmasked Estep 
Score: -14349908.000000 Penalty: 3832.560791
	Iteration 11Q: 3 clusters Score -1.434991e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 131981 members 
Entering Unmasked Estep 
Score: -14350147.000000 Penalty: 3832.560791
	Iteration 12Q: 3 clusters Score -1.435015e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 132030 members 
Entering Unmasked Estep 
Score: -14350240.000000 Penalty: 3832.560791
	Iteration 13Q: 3 clusters Score -1.435024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 132036 members 
Entering Unmasked Estep 
Score: -14350299.000000 Penalty: 3832.560791
	Iteration 14Q: 3 clusters Score -1.43503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 132034 members 
Entering Unmasked Estep 
Score: -14350348.000000 Penalty: 3832.560791
	Iteration 15Q: 3 clusters Score -1.435035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 132039 members 
Entering Unmasked Estep 
Score: -14350365.000000 Penalty: 3832.560791
	Iteration 16Q: 3 clusters Score -1.435036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 132037 members 
Entering Unmasked Estep 
Score: -14350391.000000 Penalty: 3832.560791
	Iteration 17Q: 3 clusters Score -1.435039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 132037 members 
Entering Unmasked Estep 
Score: -14350413.000000 Penalty: 3832.560791
	Iteration 18Q: 3 clusters Score -1.435041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -14350421.000000 Penalty: 3832.560791
	Iteration 19Q: 3 clusters Score -1.435042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 132034 members 
Entering Unmasked Estep 
Score: -14350425.000000 Penalty: 3832.560791
	Iteration 20F: 3 clusters Score -1.435042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 132030 members 
Entering Unmasked Estep 
Score: -14350421.000000 Penalty: 3832.560791
	Iteration 21Q: 3 clusters Score -1.435042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 132028 members 
Entering Unmasked Estep 
Score: -14350426.000000 Penalty: 3832.560791
	Iteration 22Q: 3 clusters Score -1.435043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 132028 members 
Entering Unmasked Estep 
Score: -14350426.000000 Penalty: 3832.560791
	Iteration 23F: 3 clusters Score -1.435043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Entering Unmasked Estep 
Score: -4488214.000000 Penalty: 1730.568848
	Iteration 0F: 2 clusters Score -4488214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4459866.500000 Penalty: 3461.137695
	Iteration 0F: 3 clusters Score -4459866 nChanged 19838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4471123.000000 Penalty: 3461.137695
	Iteration 1F: 3 clusters Score -4471123 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4471563.500000 Penalty: 3461.137695
	Iteration 2Q: 3 clusters Score -4471564 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4472073.000000 Penalty: 3461.137695
	Iteration 3Q: 3 clusters Score -4472073 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4472667.000000 Penalty: 3461.137695
	Iteration 4Q: 3 clusters Score -4472667 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4473470.000000 Penalty: 3461.137695
	Iteration 5Q: 3 clusters Score -4473470 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -4474509.500000 Penalty: 3461.137695
	Iteration 6Q: 3 clusters Score -4474510 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -4475939.000000 Penalty: 3461.137695
	Iteration 7F: 3 clusters Score -4475939 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4477847.000000 Penalty: 3461.137695
	Iteration 8F: 3 clusters Score -4477847 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4480015.000000 Penalty: 3461.137695
	Iteration 9F: 3 clusters Score -4480015 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4482290.000000 Penalty: 3461.137695
	Iteration 10F: 3 clusters Score -4482290 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4484227.000000 Penalty: 3461.137695
	Iteration 11F: 3 clusters Score -4484227 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -4485433.500000 Penalty: 3461.137695
	Iteration 12Q: 3 clusters Score -4485434 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -4486070.000000 Penalty: 3461.137695
	Iteration 13Q: 3 clusters Score -4486070 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -4486383.500000 Penalty: 3461.137695
	Iteration 14Q: 3 clusters Score -4486384 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -4486522.000000 Penalty: 3461.137695
	Iteration 15Q: 3 clusters Score -4486522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -4486611.000000 Penalty: 3461.137695
	Iteration 16Q: 3 clusters Score -4486611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -4486663.500000 Penalty: 3461.137695
	Iteration 17Q: 3 clusters Score -4486664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -4486680.000000 Penalty: 3461.137695
	Iteration 18Q: 3 clusters Score -4486680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -4486694.000000 Penalty: 3461.137695
	Iteration 19Q: 3 clusters Score -4486694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -4486713.000000 Penalty: 3461.137695
	Iteration 20F: 3 clusters Score -4486713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -4486721.000000 Penalty: 3461.137695
	Iteration 21Q: 3 clusters Score -4486721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4486729.000000 Penalty: 3461.137695
	Iteration 22Q: 3 clusters Score -4486729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -4486734.000000 Penalty: 3461.137695
	Iteration 23Q: 3 clusters Score -4486734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4486736.500000 Penalty: 3461.137695
	Iteration 24Q: 3 clusters Score -4486736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4486736.500000 Penalty: 3461.137695
	Iteration 25F: 3 clusters Score -4486736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (191743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191743 members 
Entering Unmasked Estep 
Score: -20747282.000000 Penalty: 1976.635498
	Iteration 0F: 2 clusters Score -2.074728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 95854 members 
Entering Unmasked Estep 
Score: -20621026.000000 Penalty: 3953.270996
	Iteration 0F: 3 clusters Score -2.062103e+07 nChanged 92852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -20675588.000000 Penalty: 3953.270996
	Iteration 1F: 3 clusters Score -2.067559e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -20676460.000000 Penalty: 3953.270996
	Iteration 2Q: 3 clusters Score -2.067646e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -20677700.000000 Penalty: 3953.270996
	Iteration 3Q: 3 clusters Score -2.06777e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -20679692.000000 Penalty: 3953.270996
	Iteration 4Q: 3 clusters Score -2.067969e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -20682314.000000 Penalty: 3953.270996
	Iteration 5Q: 3 clusters Score -2.068231e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -20685950.000000 Penalty: 3953.270996
	Iteration 6Q: 3 clusters Score -2.068595e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -20691272.000000 Penalty: 3953.270996
	Iteration 7F: 3 clusters Score -2.069127e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -20698404.000000 Penalty: 3953.270996
	Iteration 8F: 3 clusters Score -2.06984e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 97258 members 
Entering Unmasked Estep 
Score: -20707342.000000 Penalty: 3953.270996
	Iteration 9F: 3 clusters Score -2.070734e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 98800 members 
Entering Unmasked Estep 
Score: -20714840.000000 Penalty: 3953.270996
	Iteration 10F: 3 clusters Score -2.071484e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -20718322.000000 Penalty: 3953.270996
	Iteration 11Q: 3 clusters Score -2.071832e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 102121 members 
Entering Unmasked Estep 
Score: -20719504.000000 Penalty: 3953.270996
	Iteration 12Q: 3 clusters Score -2.07195e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -20720090.000000 Penalty: 3953.270996
	Iteration 13Q: 3 clusters Score -2.072009e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 105797 members 
Entering Unmasked Estep 
Score: -20720570.000000 Penalty: 3953.270996
	Iteration 14Q: 3 clusters Score -2.072057e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83822 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -20721094.000000 Penalty: 3953.270996
	Iteration 15Q: 3 clusters Score -2.072109e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -20721732.000000 Penalty: 3953.270996
	Iteration 16Q: 3 clusters Score -2.072173e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 112635 members 
Entering Unmasked Estep 
Score: -20722472.000000 Penalty: 3953.270996
	Iteration 17Q: 3 clusters Score -2.072247e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -20723150.000000 Penalty: 3953.270996
	Iteration 18Q: 3 clusters Score -2.072315e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 117903 members 
Entering Unmasked Estep 
Score: -20723846.000000 Penalty: 3953.270996
	Iteration 19Q: 3 clusters Score -2.072385e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 120729 members 
Entering Unmasked Estep 
Score: -20724768.000000 Penalty: 3953.270996
	Iteration 20F: 3 clusters Score -2.072477e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 123583 members 
Entering Unmasked Estep 
Score: -20725674.000000 Penalty: 3953.270996
	Iteration 21Q: 3 clusters Score -2.072567e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -20726554.000000 Penalty: 3953.270996
	Iteration 22Q: 3 clusters Score -2.072655e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 129434 members 
Entering Unmasked Estep 
Score: -20727552.000000 Penalty: 3953.270996
	Iteration 23Q: 3 clusters Score -2.072755e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 132460 members 
Entering Unmasked Estep 
Score: -20728572.000000 Penalty: 3953.270996
	Iteration 24Q: 3 clusters Score -2.072857e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 135419 members 
Entering Unmasked Estep 
Score: -20729554.000000 Penalty: 3953.270996
	Iteration 25Q: 3 clusters Score -2.072955e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 138442 members 
Entering Unmasked Estep 
Score: -20730538.000000 Penalty: 3953.270996
	Iteration 26Q: 3 clusters Score -2.073054e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 141387 members 
Entering Unmasked Estep 
Score: -20731698.000000 Penalty: 3953.270996
	Iteration 27Q: 3 clusters Score -2.07317e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 144351 members 
Entering Unmasked Estep 
Score: -20732826.000000 Penalty: 3953.270996
	Iteration 28Q: 3 clusters Score -2.073283e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -20733980.000000 Penalty: 3953.270996
	Iteration 29Q: 3 clusters Score -2.073398e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -20734966.000000 Penalty: 3953.270996
	Iteration 30Q: 3 clusters Score -2.073497e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -20735978.000000 Penalty: 3953.270996
	Iteration 31Q: 3 clusters Score -2.073598e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -20736956.000000 Penalty: 3953.270996
	Iteration 32Q: 3 clusters Score -2.073696e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 159379 members 
Entering Unmasked Estep 
Score: -20737922.000000 Penalty: 3953.270996
	Iteration 33Q: 3 clusters Score -2.073792e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 162191 members 
Entering Unmasked Estep 
Score: -20738914.000000 Penalty: 3953.270996
	Iteration 34Q: 3 clusters Score -2.073891e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 164827 members 
Entering Unmasked Estep 
Score: -20739848.000000 Penalty: 3953.270996
	Iteration 35Q: 3 clusters Score -2.073985e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 167351 members 
Entering Unmasked Estep 
Score: -20740738.000000 Penalty: 3953.270996
	Iteration 36Q: 3 clusters Score -2.074074e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 169609 members 
Entering Unmasked Estep 
Score: -20741434.000000 Penalty: 3953.270996
	Iteration 37Q: 3 clusters Score -2.074143e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -20742116.000000 Penalty: 3953.270996
	Iteration 38Q: 3 clusters Score -2.074212e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 173381 members 
Entering Unmasked Estep 
Score: -20742596.000000 Penalty: 3953.270996
	Iteration 39Q: 3 clusters Score -2.07426e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -20743030.000000 Penalty: 3953.270996
	Iteration 40F: 3 clusters Score -2.074303e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 176389 members 
Entering Unmasked Estep 
Score: -20743442.000000 Penalty: 3953.270996
	Iteration 41Q: 3 clusters Score -2.074344e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 177725 members 
Entering Unmasked Estep 
Score: -20743782.000000 Penalty: 3953.270996
	Iteration 42Q: 3 clusters Score -2.074378e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -20744106.000000 Penalty: 3953.270996
	Iteration 43Q: 3 clusters Score -2.074411e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 179974 members 
Entering Unmasked Estep 
Score: -20744286.000000 Penalty: 3953.270996
	Iteration 44Q: 3 clusters Score -2.074429e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 180895 members 
Entering Unmasked Estep 
Score: -20744378.000000 Penalty: 3953.270996
	Iteration 45Q: 3 clusters Score -2.074438e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 181724 members 
Entering Unmasked Estep 
Score: -20744382.000000 Penalty: 3953.270996
	Iteration 46Q: 3 clusters Score -2.074438e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 182478 members 
Entering Unmasked Estep 
Score: -20744556.000000 Penalty: 3953.270996
	Iteration 47Q: 3 clusters Score -2.074456e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 183200 members 
Entering Unmasked Estep 
Score: -20744748.000000 Penalty: 3953.270996
	Iteration 48Q: 3 clusters Score -2.074475e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 183873 members 
Entering Unmasked Estep 
Score: -20744900.000000 Penalty: 3953.270996
	Iteration 49Q: 3 clusters Score -2.07449e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 184486 members 
Entering Unmasked Estep 
Score: -20744960.000000 Penalty: 3953.270996
	Iteration 50Q: 3 clusters Score -2.074496e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 185025 members 
Entering Unmasked Estep 
Score: -20745012.000000 Penalty: 3953.270996
	Iteration 51Q: 3 clusters Score -2.074501e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 185554 members 
Entering Unmasked Estep 
Score: -20745176.000000 Penalty: 3953.270996
	Iteration 52Q: 3 clusters Score -2.074518e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 186006 members 
Entering Unmasked Estep 
Score: -20745242.000000 Penalty: 3953.270996
	Iteration 53Q: 3 clusters Score -2.074524e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 186390 members 
Entering Unmasked Estep 
Score: -20745260.000000 Penalty: 3953.270996
	Iteration 54Q: 3 clusters Score -2.074526e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 186730 members 
Entering Unmasked Estep 
Score: -20745244.000000 Penalty: 3953.270996
	Iteration 55Q: 3 clusters Score -2.074524e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 187022 members 
Entering Unmasked Estep 
Score: -20745310.000000 Penalty: 3953.270996
	Iteration 56Q: 3 clusters Score -2.074531e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 187280 members 
Entering Unmasked Estep 
Score: -20745378.000000 Penalty: 3953.270996
	Iteration 57Q: 3 clusters Score -2.074538e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 187532 members 
Entering Unmasked Estep 
Score: -20745426.000000 Penalty: 3953.270996
	Iteration 58Q: 3 clusters Score -2.074543e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 187758 members 
Entering Unmasked Estep 
Score: -20745448.000000 Penalty: 3953.270996
	Iteration 59Q: 3 clusters Score -2.074545e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 187972 members 
Entering Unmasked Estep 
Score: -20745470.000000 Penalty: 3953.270996
	Iteration 60F: 3 clusters Score -2.074547e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 188186 members 
Entering Unmasked Estep 
Score: -20745434.000000 Penalty: 3953.270996
	Iteration 61Q: 3 clusters Score -2.074543e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 188383 members 
Entering Unmasked Estep 
Score: -20745434.000000 Penalty: 3953.270996
	Iteration 62Q: 3 clusters Score -2.074543e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 188574 members 
Entering Unmasked Estep 
Score: -20745452.000000 Penalty: 3953.270996
	Iteration 63Q: 3 clusters Score -2.074545e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 188749 members 
Entering Unmasked Estep 
Score: -20745436.000000 Penalty: 3953.270996
	Iteration 64Q: 3 clusters Score -2.074544e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 188909 members 
Entering Unmasked Estep 
Score: -20745490.000000 Penalty: 3953.270996
	Iteration 65Q: 3 clusters Score -2.074549e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 189075 members 
Entering Unmasked Estep 
Score: -20745524.000000 Penalty: 3953.270996
	Iteration 66Q: 3 clusters Score -2.074552e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 189241 members 
Entering Unmasked Estep 
Score: -20745580.000000 Penalty: 3953.270996
	Iteration 67Q: 3 clusters Score -2.074558e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 189376 members 
Entering Unmasked Estep 
Score: -20745590.000000 Penalty: 3953.270996
	Iteration 68Q: 3 clusters Score -2.074559e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 189493 members 
Entering Unmasked Estep 
Score: -20745588.000000 Penalty: 3953.270996
	Iteration 69Q: 3 clusters Score -2.074559e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 189616 members 
Entering Unmasked Estep 
Score: -20745626.000000 Penalty: 3953.270996
	Iteration 70Q: 3 clusters Score -2.074563e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 189705 members 
Entering Unmasked Estep 
Score: -20745640.000000 Penalty: 3953.270996
	Iteration 71Q: 3 clusters Score -2.074564e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 189795 members 
Entering Unmasked Estep 
Score: -20745646.000000 Penalty: 3953.270996
	Iteration 72Q: 3 clusters Score -2.074565e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 189898 members 
Entering Unmasked Estep 
Score: -20745640.000000 Penalty: 3953.270996
	Iteration 73Q: 3 clusters Score -2.074564e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -20745644.000000 Penalty: 3953.270996
	Iteration 74Q: 3 clusters Score -2.074564e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 190065 members 
Entering Unmasked Estep 
Score: -20745666.000000 Penalty: 3953.270996
	Iteration 75Q: 3 clusters Score -2.074567e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 190131 members 
Entering Unmasked Estep 
Score: -20745714.000000 Penalty: 3953.270996
	Iteration 76Q: 3 clusters Score -2.074571e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 190192 members 
Entering Unmasked Estep 
Score: -20745710.000000 Penalty: 3953.270996
	Iteration 77Q: 3 clusters Score -2.074571e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 190261 members 
Entering Unmasked Estep 
Score: -20745728.000000 Penalty: 3953.270996
	Iteration 78Q: 3 clusters Score -2.074573e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 190316 members 
Entering Unmasked Estep 
Score: -20745722.000000 Penalty: 3953.270996
	Iteration 79Q: 3 clusters Score -2.074572e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 190362 members 
Entering Unmasked Estep 
Score: -20745722.000000 Penalty: 3953.270996
	Iteration 80F: 3 clusters Score -2.074572e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 190408 members 
Entering Unmasked Estep 
Score: -20745744.000000 Penalty: 3953.270996
	Iteration 81Q: 3 clusters Score -2.074574e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 190456 members 
Entering Unmasked Estep 
Score: -20745796.000000 Penalty: 3953.270996
	Iteration 82Q: 3 clusters Score -2.07458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 190499 members 
Entering Unmasked Estep 
Score: -20745806.000000 Penalty: 3953.270996
	Iteration 83Q: 3 clusters Score -2.074581e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 190543 members 
Entering Unmasked Estep 
Score: -20745836.000000 Penalty: 3953.270996
	Iteration 84Q: 3 clusters Score -2.074584e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 190575 members 
Entering Unmasked Estep 
Score: -20745804.000000 Penalty: 3953.270996
	Iteration 85Q: 3 clusters Score -2.07458e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 190618 members 
Entering Unmasked Estep 
Score: -20745796.000000 Penalty: 3953.270996
	Iteration 86Q: 3 clusters Score -2.07458e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 190643 members 
Entering Unmasked Estep 
Score: -20745790.000000 Penalty: 3953.270996
	Iteration 87Q: 3 clusters Score -2.074579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 190658 members 
Entering Unmasked Estep 
Score: -20745778.000000 Penalty: 3953.270996
	Iteration 88Q: 3 clusters Score -2.074578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 190678 members 
Entering Unmasked Estep 
Score: -20745766.000000 Penalty: 3953.270996
	Iteration 89Q: 3 clusters Score -2.074577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 190694 members 
Entering Unmasked Estep 
Score: -20745762.000000 Penalty: 3953.270996
	Iteration 90Q: 3 clusters Score -2.074576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 190713 members 
Entering Unmasked Estep 
Score: -20745786.000000 Penalty: 3953.270996
	Iteration 91Q: 3 clusters Score -2.074579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 190729 members 
Entering Unmasked Estep 
Score: -20745772.000000 Penalty: 3953.270996
	Iteration 92Q: 3 clusters Score -2.074577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 190747 members 
Entering Unmasked Estep 
Score: -20745768.000000 Penalty: 3953.270996
	Iteration 93Q: 3 clusters Score -2.074577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 190766 members 
Entering Unmasked Estep 
Score: -20745782.000000 Penalty: 3953.270996
	Iteration 94Q: 3 clusters Score -2.074578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 190778 members 
Entering Unmasked Estep 
Score: -20745790.000000 Penalty: 3953.270996
	Iteration 95Q: 3 clusters Score -2.074579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 190790 members 
Entering Unmasked Estep 
Score: -20745792.000000 Penalty: 3953.270996
	Iteration 96Q: 3 clusters Score -2.074579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 190806 members 
Entering Unmasked Estep 
Score: -20745800.000000 Penalty: 3953.270996
	Iteration 97Q: 3 clusters Score -2.07458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 190821 members 
Entering Unmasked Estep 
Score: -20745792.000000 Penalty: 3953.270996
	Iteration 98Q: 3 clusters Score -2.074579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 190834 members 
Entering Unmasked Estep 
Score: -20745792.000000 Penalty: 3953.270996
	Iteration 99Q: 3 clusters Score -2.074579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 190842 members 
Entering Unmasked Estep 
Score: -20745812.000000 Penalty: 3953.270996
	Iteration 100F: 3 clusters Score -2.074581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 190851 members 
Entering Unmasked Estep 
Score: -20745810.000000 Penalty: 3953.270996
	Iteration 101Q: 3 clusters Score -2.074581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 190863 members 
Entering Unmasked Estep 
Score: -20745800.000000 Penalty: 3953.270996
	Iteration 102Q: 3 clusters Score -2.07458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 190873 members 
Entering Unmasked Estep 
Score: -20745806.000000 Penalty: 3953.270996
	Iteration 103Q: 3 clusters Score -2.074581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 190886 members 
Entering Unmasked Estep 
Score: -20745812.000000 Penalty: 3953.270996
	Iteration 104Q: 3 clusters Score -2.074581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 190904 members 
Entering Unmasked Estep 
Score: -20745792.000000 Penalty: 3953.270996
	Iteration 105Q: 3 clusters Score -2.074579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 190919 members 
Entering Unmasked Estep 
Score: -20745792.000000 Penalty: 3953.270996
	Iteration 106Q: 3 clusters Score -2.074579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 190931 members 
Entering Unmasked Estep 
Score: -20745790.000000 Penalty: 3953.270996
	Iteration 107Q: 3 clusters Score -2.074579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 190942 members 
Entering Unmasked Estep 
Score: -20745782.000000 Penalty: 3953.270996
	Iteration 108Q: 3 clusters Score -2.074578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 190950 members 
Entering Unmasked Estep 
Score: -20745800.000000 Penalty: 3953.270996
	Iteration 109Q: 3 clusters Score -2.07458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 190954 members 
Entering Unmasked Estep 
Score: -20745806.000000 Penalty: 3953.270996
	Iteration 110Q: 3 clusters Score -2.074581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 190959 members 
Entering Unmasked Estep 
Score: -20745796.000000 Penalty: 3953.270996
	Iteration 111Q: 3 clusters Score -2.07458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 190961 members 
Entering Unmasked Estep 
Score: -20745800.000000 Penalty: 3953.270996
	Iteration 112Q: 3 clusters Score -2.07458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 190965 members 
Entering Unmasked Estep 
Score: -20745802.000000 Penalty: 3953.270996
	Iteration 113Q: 3 clusters Score -2.07458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 190970 members 
Entering Unmasked Estep 
Score: -20745798.000000 Penalty: 3953.270996
	Iteration 114Q: 3 clusters Score -2.07458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 190978 members 
Entering Unmasked Estep 
Score: -20745814.000000 Penalty: 3953.270996
	Iteration 115Q: 3 clusters Score -2.074581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 190987 members 
Entering Unmasked Estep 
Score: -20745820.000000 Penalty: 3953.270996
	Iteration 116Q: 3 clusters Score -2.074582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 190994 members 
Entering Unmasked Estep 
Score: -20745826.000000 Penalty: 3953.270996
	Iteration 117Q: 3 clusters Score -2.074583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 190998 members 
Entering Unmasked Estep 
Score: -20745822.000000 Penalty: 3953.270996
	Iteration 118Q: 3 clusters Score -2.074582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 191000 members 
Entering Unmasked Estep 
Score: -20745816.000000 Penalty: 3953.270996
	Iteration 119Q: 3 clusters Score -2.074582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 191001 members 
Entering Unmasked Estep 
Score: -20745830.000000 Penalty: 3953.270996
	Iteration 120F: 3 clusters Score -2.074583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 191002 members 
Entering Unmasked Estep 
Score: -20745824.000000 Penalty: 3953.270996
	Iteration 121Q: 3 clusters Score -2.074582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 191003 members 
Entering Unmasked Estep 
Score: -20745828.000000 Penalty: 3953.270996
	Iteration 122Q: 3 clusters Score -2.074583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 191005 members 
Entering Unmasked Estep 
Score: -20745838.000000 Penalty: 3953.270996
	Iteration 123Q: 3 clusters Score -2.074584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 191006 members 
Entering Unmasked Estep 
Score: -20745834.000000 Penalty: 3953.270996
	Iteration 124Q: 3 clusters Score -2.074583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 191007 members 
Entering Unmasked Estep 
Score: -20745832.000000 Penalty: 3953.270996
	Iteration 125Q: 3 clusters Score -2.074583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 191008 members 
Entering Unmasked Estep 
Score: -20745822.000000 Penalty: 3953.270996
	Iteration 126Q: 3 clusters Score -2.074582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 191009 members 
Entering Unmasked Estep 
Score: -20745824.000000 Penalty: 3953.270996
	Iteration 127Q: 3 clusters Score -2.074582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 191010 members 
Entering Unmasked Estep 
Score: -20745822.000000 Penalty: 3953.270996
	Iteration 128Q: 3 clusters Score -2.074582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 191011 members 
Entering Unmasked Estep 
Score: -20745828.000000 Penalty: 3953.270996
	Iteration 129Q: 3 clusters Score -2.074583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 191013 members 
Entering Unmasked Estep 
Score: -20745828.000000 Penalty: 3953.270996
	Iteration 130Q: 3 clusters Score -2.074583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 191016 members 
Entering Unmasked Estep 
Score: -20745830.000000 Penalty: 3953.270996
	Iteration 131Q: 3 clusters Score -2.074583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 191021 members 
Entering Unmasked Estep 
Score: -20745820.000000 Penalty: 3953.270996
	Iteration 132Q: 3 clusters Score -2.074582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 191025 members 
Entering Unmasked Estep 
Score: -20745830.000000 Penalty: 3953.270996
	Iteration 133Q: 3 clusters Score -2.074583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 191029 members 
Entering Unmasked Estep 
Score: -20745828.000000 Penalty: 3953.270996
	Iteration 134Q: 3 clusters Score -2.074583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 191031 members 
Entering Unmasked Estep 
Score: -20745816.000000 Penalty: 3953.270996
	Iteration 135Q: 3 clusters Score -2.074582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 191035 members 
Entering Unmasked Estep 
Score: -20745802.000000 Penalty: 3953.270996
	Iteration 136Q: 3 clusters Score -2.07458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 191042 members 
Entering Unmasked Estep 
Score: -20745816.000000 Penalty: 3953.270996
	Iteration 137Q: 3 clusters Score -2.074582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 191048 members 
Entering Unmasked Estep 
Score: -20745808.000000 Penalty: 3953.270996
	Iteration 138Q: 3 clusters Score -2.074581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 191057 members 
Entering Unmasked Estep 
Score: -20745818.000000 Penalty: 3953.270996
	Iteration 139Q: 3 clusters Score -2.074582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 191061 members 
Entering Unmasked Estep 
Score: -20745812.000000 Penalty: 3953.270996
	Iteration 140F: 3 clusters Score -2.074581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 191061 members 
Entering Unmasked Estep 
Score: -20745818.000000 Penalty: 3953.270996
	Iteration 141Q: 3 clusters Score -2.074582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 191062 members 
Entering Unmasked Estep 
Score: -20745816.000000 Penalty: 3953.270996
	Iteration 142Q: 3 clusters Score -2.074582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 191064 members 
Entering Unmasked Estep 
Score: -20745814.000000 Penalty: 3953.270996
	Iteration 143Q: 3 clusters Score -2.074581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 191066 members 
Entering Unmasked Estep 
Score: -20745816.000000 Penalty: 3953.270996
	Iteration 144Q: 3 clusters Score -2.074582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 191068 members 
Entering Unmasked Estep 
Score: -20745828.000000 Penalty: 3953.270996
	Iteration 145Q: 3 clusters Score -2.074583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 191068 members 
Entering Unmasked Estep 
Score: -20745828.000000 Penalty: 3953.270996
	Iteration 146F: 3 clusters Score -2.074583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Entering Unmasked Estep 
Score: -5916189.000000 Penalty: 1770.548584
	Iteration 0F: 2 clusters Score -5916189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -5880149.000000 Penalty: 3541.097168
	Iteration 0F: 3 clusters Score -5880149 nChanged 25263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -5894523.000000 Penalty: 3541.097168
	Iteration 1F: 3 clusters Score -5894523 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -5895029.000000 Penalty: 3541.097168
	Iteration 2Q: 3 clusters Score -5895029 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -5895651.500000 Penalty: 3541.097168
	Iteration 3Q: 3 clusters Score -5895652 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -5896487.000000 Penalty: 3541.097168
	Iteration 4Q: 3 clusters Score -5896487 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -5897591.500000 Penalty: 3541.097168
	Iteration 5Q: 3 clusters Score -5897592 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5899100.000000 Penalty: 3541.097168
	Iteration 6Q: 3 clusters Score -5899100 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5901356.500000 Penalty: 3541.097168
	Iteration 7F: 3 clusters Score -5901356 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -5904028.500000 Penalty: 3541.097168
	Iteration 8F: 3 clusters Score -5904028 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -5906360.000000 Penalty: 3541.097168
	Iteration 9F: 3 clusters Score -5906360 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -5907452.000000 Penalty: 3541.097168
	Iteration 10Q: 3 clusters Score -5907452 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5907794.500000 Penalty: 3541.097168
	Iteration 11Q: 3 clusters Score -5907794 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5908015.000000 Penalty: 3541.097168
	Iteration 12Q: 3 clusters Score -5908015 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5908155.500000 Penalty: 3541.097168
	Iteration 13Q: 3 clusters Score -5908156 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5908344.000000 Penalty: 3541.097168
	Iteration 14Q: 3 clusters Score -5908344 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -5908484.000000 Penalty: 3541.097168
	Iteration 15Q: 3 clusters Score -5908484 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -5908604.000000 Penalty: 3541.097168
	Iteration 16Q: 3 clusters Score -5908604 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -5908669.000000 Penalty: 3541.097168
	Iteration 17Q: 3 clusters Score -5908669 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5908797.000000 Penalty: 3541.097168
	Iteration 18Q: 3 clusters Score -5908797 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -5908936.000000 Penalty: 3541.097168
	Iteration 19Q: 3 clusters Score -5908936 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -5908982.000000 Penalty: 3541.097168
	Iteration 20F: 3 clusters Score -5908982 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -5909064.000000 Penalty: 3541.097168
	Iteration 21Q: 3 clusters Score -5909064 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -5909111.000000 Penalty: 3541.097168
	Iteration 22Q: 3 clusters Score -5909111 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5909185.000000 Penalty: 3541.097168
	Iteration 23Q: 3 clusters Score -5909185 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -5909233.500000 Penalty: 3541.097168
	Iteration 24Q: 3 clusters Score -5909234 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5909301.500000 Penalty: 3541.097168
	Iteration 25Q: 3 clusters Score -5909302 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -5909321.000000 Penalty: 3541.097168
	Iteration 26Q: 3 clusters Score -5909321 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -5909348.000000 Penalty: 3541.097168
	Iteration 27Q: 3 clusters Score -5909348 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -5909378.000000 Penalty: 3541.097168
	Iteration 28Q: 3 clusters Score -5909378 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -5909394.500000 Penalty: 3541.097168
	Iteration 29Q: 3 clusters Score -5909394 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -5909446.000000 Penalty: 3541.097168
	Iteration 30Q: 3 clusters Score -5909446 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -5909495.500000 Penalty: 3541.097168
	Iteration 31Q: 3 clusters Score -5909496 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -5909527.000000 Penalty: 3541.097168
	Iteration 32Q: 3 clusters Score -5909527 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -5909534.500000 Penalty: 3541.097168
	Iteration 33Q: 3 clusters Score -5909534 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -5909552.000000 Penalty: 3541.097168
	Iteration 34Q: 3 clusters Score -5909552 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -5909564.000000 Penalty: 3541.097168
	Iteration 35Q: 3 clusters Score -5909564 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -5909585.000000 Penalty: 3541.097168
	Iteration 36Q: 3 clusters Score -5909585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -5909594.000000 Penalty: 3541.097168
	Iteration 37Q: 3 clusters Score -5909594 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -5909628.500000 Penalty: 3541.097168
	Iteration 38Q: 3 clusters Score -5909628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -5909627.000000 Penalty: 3541.097168
	Iteration 39Q: 3 clusters Score -5909627 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -5909641.500000 Penalty: 3541.097168
	Iteration 40F: 3 clusters Score -5909642 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -5909669.000000 Penalty: 3541.097168
	Iteration 41Q: 3 clusters Score -5909669 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5909676.500000 Penalty: 3541.097168
	Iteration 42Q: 3 clusters Score -5909676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -5909690.500000 Penalty: 3541.097168
	Iteration 43Q: 3 clusters Score -5909690 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -5909699.000000 Penalty: 3541.097168
	Iteration 44Q: 3 clusters Score -5909699 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -5909700.500000 Penalty: 3541.097168
	Iteration 45Q: 3 clusters Score -5909700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -5909712.500000 Penalty: 3541.097168
	Iteration 46Q: 3 clusters Score -5909712 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5909714.000000 Penalty: 3541.097168
	Iteration 47Q: 3 clusters Score -5909714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5909710.500000 Penalty: 3541.097168
	Iteration 48Q: 3 clusters Score -5909710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5909730.000000 Penalty: 3541.097168
	Iteration 49Q: 3 clusters Score -5909730 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5909740.500000 Penalty: 3541.097168
	Iteration 50Q: 3 clusters Score -5909740 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5909746.500000 Penalty: 3541.097168
	Iteration 51Q: 3 clusters Score -5909746 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -5909747.000000 Penalty: 3541.097168
	Iteration 52Q: 3 clusters Score -5909747 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5909767.500000 Penalty: 3541.097168
	Iteration 53Q: 3 clusters Score -5909768 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5909772.000000 Penalty: 3541.097168
	Iteration 54Q: 3 clusters Score -5909772 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5909810.000000 Penalty: 3541.097168
	Iteration 55Q: 3 clusters Score -5909810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5909840.500000 Penalty: 3541.097168
	Iteration 56Q: 3 clusters Score -5909840 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5909830.000000 Penalty: 3541.097168
	Iteration 57Q: 3 clusters Score -5909830 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5909862.000000 Penalty: 3541.097168
	Iteration 58Q: 3 clusters Score -5909862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5909900.500000 Penalty: 3541.097168
	Iteration 59Q: 3 clusters Score -5909900 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -5909898.000000 Penalty: 3541.097168
	Iteration 60F: 3 clusters Score -5909898 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5909901.000000 Penalty: 3541.097168
	Iteration 61Q: 3 clusters Score -5909901 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5909917.000000 Penalty: 3541.097168
	Iteration 62Q: 3 clusters Score -5909917 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -5909939.000000 Penalty: 3541.097168
	Iteration 63Q: 3 clusters Score -5909939 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -5909957.000000 Penalty: 3541.097168
	Iteration 64Q: 3 clusters Score -5909957 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -5909967.500000 Penalty: 3541.097168
	Iteration 65Q: 3 clusters Score -5909968 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5909980.500000 Penalty: 3541.097168
	Iteration 66Q: 3 clusters Score -5909980 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -5909997.000000 Penalty: 3541.097168
	Iteration 67Q: 3 clusters Score -5909997 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -5910049.500000 Penalty: 3541.097168
	Iteration 68Q: 3 clusters Score -5910050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -5910059.500000 Penalty: 3541.097168
	Iteration 69Q: 3 clusters Score -5910060 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5910116.500000 Penalty: 3541.097168
	Iteration 70Q: 3 clusters Score -5910116 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5910156.000000 Penalty: 3541.097168
	Iteration 71Q: 3 clusters Score -5910156 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5910192.500000 Penalty: 3541.097168
	Iteration 72Q: 3 clusters Score -5910192 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -5910224.000000 Penalty: 3541.097168
	Iteration 73Q: 3 clusters Score -5910224 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -5910243.000000 Penalty: 3541.097168
	Iteration 74Q: 3 clusters Score -5910243 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -5910301.500000 Penalty: 3541.097168
	Iteration 75Q: 3 clusters Score -5910302 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5910546 nChanged 412
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Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5911616 nChanged 441
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Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44512 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5912044 nChanged 357
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Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5912158 nChanged 371
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Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5912264 nChanged 363
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Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5912335 nChanged 347
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Mstep: Class 1 contains 46320 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5912413 nChanged 338
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Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48327 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5912976 nChanged 308
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Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 5312 members 
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Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5913164 nChanged 240
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Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5913227 nChanged 208
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Mstep: Class 1 contains 49582 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49776 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5913326 nChanged 183
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Mstep: Class 1 contains 49959 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5913368 nChanged 169
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Mstep: Class 1 contains 50128 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5913381 nChanged 165
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Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5913442 nChanged 176
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Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5913466 nChanged 167
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Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5913523 nChanged 161
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Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5913587 nChanged 165
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Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5913639 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5913688 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5913712 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5913752 nChanged 137
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Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5913785 nChanged 129
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Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5913855 nChanged 123
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Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5913914 nChanged 110
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Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5913950 nChanged 118
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Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5913996 nChanged 109
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Mstep: Class 1 contains 52141 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5914019 nChanged 94
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Mstep: Class 1 contains 52233 members 
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	Iteration 129Q: 3 clusters Score -5914066 nChanged 86
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Mstep: Class 1 contains 52319 members 
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	Iteration 130Q: 3 clusters Score -5914086 nChanged 78
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Mstep: Class 1 contains 52397 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5914112 nChanged 80
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Mstep: Class 1 contains 52475 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5914128 nChanged 76
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Mstep: Class 1 contains 52551 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5914150 nChanged 78
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Mstep: Class 1 contains 52627 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5914196 nChanged 73
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Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5914218 nChanged 76
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Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5914249 nChanged 67
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Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 1110 members 
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	Iteration 137Q: 3 clusters Score -5914268 nChanged 74
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Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5914294 nChanged 53
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Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5914308 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5914340 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53057 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5914370 nChanged 46
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Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5914387.500000 Penalty: 3541.097168
	Iteration 142Q: 3 clusters Score -5914388 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5914411 nChanged 34
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Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5914436 nChanged 34
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Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5914450 nChanged 27
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Mstep: Class 1 contains 53228 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5914464 nChanged 26
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Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5914481 nChanged 28
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Mstep: Class 1 contains 53278 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5914478 nChanged 21
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Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5914487 nChanged 15
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Mstep: Class 1 contains 53314 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5914494 nChanged 13
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Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5914502 nChanged 11
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Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5914512 nChanged 12
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Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5914519.500000 Penalty: 3541.097168
	Iteration 153Q: 3 clusters Score -5914520 nChanged 9
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Mstep: Class 1 contains 53357 members 
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Entering Unmasked Estep 
Score: -5914532.500000 Penalty: 3541.097168
	Iteration 154Q: 3 clusters Score -5914532 nChanged 11
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Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5914533 nChanged 16
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Mstep: Class 1 contains 53382 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5914540 nChanged 14
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Mstep: Class 1 contains 53394 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5914546 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53409 members 
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	Iteration 158Q: 3 clusters Score -5914560 nChanged 18
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Mstep: Class 1 contains 53423 members 
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	Iteration 159Q: 3 clusters Score -5914570 nChanged 18
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Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5914578 nChanged 16
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Mstep: Class 1 contains 53451 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5914590 nChanged 13
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Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5914599 nChanged 7
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Mstep: Class 1 contains 53467 members 
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	Iteration 163Q: 3 clusters Score -5914605 nChanged 5
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Mstep: Class 1 contains 53470 members 
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	Iteration 164Q: 3 clusters Score -5914602 nChanged 6
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	Iteration 165Q: 3 clusters Score -5914610 nChanged 6
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Mstep: Class 1 contains 53480 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5914614 nChanged 7
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	Iteration 167Q: 3 clusters Score -5914622 nChanged 7
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5914624 nChanged 4
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Entering Unmasked Estep 
Score: -5914627.500000 Penalty: 3541.097168
	Iteration 169Q: 3 clusters Score -5914628 nChanged 2
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	Iteration 170Q: 3 clusters Score -5914628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5914628.500000 Penalty: 3541.097168
	Iteration 171Q: 3 clusters Score -5914628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5914627.500000 Penalty: 3541.097168
	Iteration 172Q: 3 clusters Score -5914628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5914627.500000 Penalty: 3541.097168
	Iteration 173F: 3 clusters Score -5914628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -366777.687500 Penalty: 1317.504517
	Iteration 0F: 2 clusters Score -366777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -363816.281250 Penalty: 2635.009033
	Iteration 0F: 3 clusters Score -363816.3 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -364554.968750 Penalty: 2635.009033
	Iteration 1F: 3 clusters Score -364555 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -364693.968750 Penalty: 2635.009033
	Iteration 2F: 3 clusters Score -364694 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -364781.437500 Penalty: 2635.009033
	Iteration 3Q: 3 clusters Score -364781.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -364853.187500 Penalty: 2635.009033
	Iteration 4Q: 3 clusters Score -364853.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -364894.343750 Penalty: 2635.009033
	Iteration 5Q: 3 clusters Score -364894.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -364918.843750 Penalty: 2635.009033
	Iteration 6Q: 3 clusters Score -364918.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -364940.031250 Penalty: 2635.009033
	Iteration 7Q: 3 clusters Score -364940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -364961.562500 Penalty: 2635.009033
	Iteration 8Q: 3 clusters Score -364961.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -364974.812500 Penalty: 2635.009033
	Iteration 9Q: 3 clusters Score -364974.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -364990.281250 Penalty: 2635.009033
	Iteration 10Q: 3 clusters Score -364990.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -365005.593750 Penalty: 2635.009033
	Iteration 11Q: 3 clusters Score -365005.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -365020.937500 Penalty: 2635.009033
	Iteration 12Q: 3 clusters Score -365020.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -365033.343750 Penalty: 2635.009033
	Iteration 13Q: 3 clusters Score -365033.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -365044.812500 Penalty: 2635.009033
	Iteration 14Q: 3 clusters Score -365044.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -365054.250000 Penalty: 2635.009033
	Iteration 15Q: 3 clusters Score -365054.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -365063.000000 Penalty: 2635.009033
	Iteration 16Q: 3 clusters Score -365063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -365072.218750 Penalty: 2635.009033
	Iteration 17Q: 3 clusters Score -365072.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -365086.343750 Penalty: 2635.009033
	Iteration 18Q: 3 clusters Score -365086.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -365100.250000 Penalty: 2635.009033
	Iteration 19Q: 3 clusters Score -365100.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -365114.968750 Penalty: 2635.009033
	Iteration 20F: 3 clusters Score -365115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -365123.406250 Penalty: 2635.009033
	Iteration 21Q: 3 clusters Score -365123.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -365133.031250 Penalty: 2635.009033
	Iteration 22Q: 3 clusters Score -365133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -365141.125000 Penalty: 2635.009033
	Iteration 23Q: 3 clusters Score -365141.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -365153.562500 Penalty: 2635.009033
	Iteration 24Q: 3 clusters Score -365153.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -365162.531250 Penalty: 2635.009033
	Iteration 25Q: 3 clusters Score -365162.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -365169.468750 Penalty: 2635.009033
	Iteration 26Q: 3 clusters Score -365169.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -365179.406250 Penalty: 2635.009033
	Iteration 27Q: 3 clusters Score -365179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -365183.500000 Penalty: 2635.009033
	Iteration 28Q: 3 clusters Score -365183.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -365192.843750 Penalty: 2635.009033
	Iteration 29Q: 3 clusters Score -365192.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -365202.125000 Penalty: 2635.009033
	Iteration 30Q: 3 clusters Score -365202.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -365217.687500 Penalty: 2635.009033
	Iteration 31Q: 3 clusters Score -365217.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -365230.843750 Penalty: 2635.009033
	Iteration 32Q: 3 clusters Score -365230.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -365245.875000 Penalty: 2635.009033
	Iteration 33Q: 3 clusters Score -365245.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -365259.968750 Penalty: 2635.009033
	Iteration 34Q: 3 clusters Score -365260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -365272.343750 Penalty: 2635.009033
	Iteration 35Q: 3 clusters Score -365272.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -365290.062500 Penalty: 2635.009033
	Iteration 36Q: 3 clusters Score -365290.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -365306.718750 Penalty: 2635.009033
	Iteration 37Q: 3 clusters Score -365306.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -365317.218750 Penalty: 2635.009033
	Iteration 38Q: 3 clusters Score -365317.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -365332.531250 Penalty: 2635.009033
	Iteration 39Q: 3 clusters Score -365332.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -365348.093750 Penalty: 2635.009033
	Iteration 40F: 3 clusters Score -365348.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -365357.000000 Penalty: 2635.009033
	Iteration 41Q: 3 clusters Score -365357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -365363.031250 Penalty: 2635.009033
	Iteration 42Q: 3 clusters Score -365363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -365368.968750 Penalty: 2635.009033
	Iteration 43Q: 3 clusters Score -365369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -365374.000000 Penalty: 2635.009033
	Iteration 44Q: 3 clusters Score -365374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -365383.937500 Penalty: 2635.009033
	Iteration 45Q: 3 clusters Score -365383.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -365398.468750 Penalty: 2635.009033
	Iteration 46Q: 3 clusters Score -365398.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -365406.937500 Penalty: 2635.009033
	Iteration 47Q: 3 clusters Score -365406.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -365411.062500 Penalty: 2635.009033
	Iteration 48Q: 3 clusters Score -365411.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -365414.312500 Penalty: 2635.009033
	Iteration 49Q: 3 clusters Score -365414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -365415.343750 Penalty: 2635.009033
	Iteration 50Q: 3 clusters Score -365415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -365416.125000 Penalty: 2635.009033
	Iteration 51Q: 3 clusters Score -365416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -365417.375000 Penalty: 2635.009033
	Iteration 52Q: 3 clusters Score -365417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -365418.593750 Penalty: 2635.009033
	Iteration 53Q: 3 clusters Score -365418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -365421.000000 Penalty: 2635.009033
	Iteration 54Q: 3 clusters Score -365421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -365424.687500 Penalty: 2635.009033
	Iteration 55Q: 3 clusters Score -365424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -365429.031250 Penalty: 2635.009033
	Iteration 56Q: 3 clusters Score -365429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -365432.875000 Penalty: 2635.009033
	Iteration 57Q: 3 clusters Score -365432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -365438.218750 Penalty: 2635.009033
	Iteration 58Q: 3 clusters Score -365438.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -365445.906250 Penalty: 2635.009033
	Iteration 59Q: 3 clusters Score -365445.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -365454.031250 Penalty: 2635.009033
	Iteration 60F: 3 clusters Score -365454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -365463.750000 Penalty: 2635.009033
	Iteration 61Q: 3 clusters Score -365463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -365471.468750 Penalty: 2635.009033
	Iteration 62Q: 3 clusters Score -365471.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -365482.875000 Penalty: 2635.009033
	Iteration 63Q: 3 clusters Score -365482.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -365499.031250 Penalty: 2635.009033
	Iteration 64Q: 3 clusters Score -365499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -365514.500000 Penalty: 2635.009033
	Iteration 65Q: 3 clusters Score -365514.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -365530.625000 Penalty: 2635.009033
	Iteration 66Q: 3 clusters Score -365530.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -365543.906250 Penalty: 2635.009033
	Iteration 67Q: 3 clusters Score -365543.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -365553.093750 Penalty: 2635.009033
	Iteration 68Q: 3 clusters Score -365553.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -365564.406250 Penalty: 2635.009033
	Iteration 69Q: 3 clusters Score -365564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -365570.625000 Penalty: 2635.009033
	Iteration 70Q: 3 clusters Score -365570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -365574.375000 Penalty: 2635.009033
	Iteration 71Q: 3 clusters Score -365574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -365583.406250 Penalty: 2635.009033
	Iteration 72Q: 3 clusters Score -365583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -365594.000000 Penalty: 2635.009033
	Iteration 73Q: 3 clusters Score -365594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -365599.812500 Penalty: 2635.009033
	Iteration 74Q: 3 clusters Score -365599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -365604.718750 Penalty: 2635.009033
	Iteration 75Q: 3 clusters Score -365604.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -365611.000000 Penalty: 2635.009033
	Iteration 76Q: 3 clusters Score -365611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -365615.343750 Penalty: 2635.009033
	Iteration 77Q: 3 clusters Score -365615.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -365623.468750 Penalty: 2635.009033
	Iteration 78Q: 3 clusters Score -365623.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -365628.281250 Penalty: 2635.009033
	Iteration 79Q: 3 clusters Score -365628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -365628.656250 Penalty: 2635.009033
	Iteration 80F: 3 clusters Score -365628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -35059.535156 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -35059.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34143.308594 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -34143.31 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34368.593750 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -34368.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34449.226562 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -34449.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34468.316406 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -34468.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34499.664062 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -34499.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34515.898438 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -34515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34537.972656 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -34537.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34539.425781 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -34539.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34539.425781 Penalty: 1934.804077
	Iteration 8F: 3 clusters Score -34539.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Entering Unmasked Estep 
Score: -5866711.000000 Penalty: 1769.272339
	Iteration 0F: 2 clusters Score -5866711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -5830948.000000 Penalty: 3538.544678
	Iteration 0F: 3 clusters Score -5830948 nChanged 24998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -5845275.000000 Penalty: 3538.544678
	Iteration 1F: 3 clusters Score -5845275 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -5845931.500000 Penalty: 3538.544678
	Iteration 2Q: 3 clusters Score -5845932 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -5846951.000000 Penalty: 3538.544678
	Iteration 3Q: 3 clusters Score -5846951 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -5848410.500000 Penalty: 3538.544678
	Iteration 4Q: 3 clusters Score -5848410 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -5850488.500000 Penalty: 3538.544678
	Iteration 5F: 3 clusters Score -5850488 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -5853032.500000 Penalty: 3538.544678
	Iteration 6F: 3 clusters Score -5853032 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -5855598.000000 Penalty: 3538.544678
	Iteration 7F: 3 clusters Score -5855598 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -5857316.000000 Penalty: 3538.544678
	Iteration 8F: 3 clusters Score -5857316 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -5857979.000000 Penalty: 3538.544678
	Iteration 9Q: 3 clusters Score -5857979 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5858251.500000 Penalty: 3538.544678
	Iteration 10Q: 3 clusters Score -5858252 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -5858442.000000 Penalty: 3538.544678
	Iteration 11Q: 3 clusters Score -5858442 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5858592.000000 Penalty: 3538.544678
	Iteration 12Q: 3 clusters Score -5858592 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5858725.000000 Penalty: 3538.544678
	Iteration 13Q: 3 clusters Score -5858725 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5858830.500000 Penalty: 3538.544678
	Iteration 14Q: 3 clusters Score -5858830 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5858946.500000 Penalty: 3538.544678
	Iteration 15Q: 3 clusters Score -5858946 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5859054.500000 Penalty: 3538.544678
	Iteration 16Q: 3 clusters Score -5859054 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5859178.000000 Penalty: 3538.544678
	Iteration 17Q: 3 clusters Score -5859178 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5859232.500000 Penalty: 3538.544678
	Iteration 18Q: 3 clusters Score -5859232 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -5859319.500000 Penalty: 3538.544678
	Iteration 19Q: 3 clusters Score -5859320 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5859381.000000 Penalty: 3538.544678
	Iteration 20F: 3 clusters Score -5859381 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -5859460.000000 Penalty: 3538.544678
	Iteration 21Q: 3 clusters Score -5859460 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -5859528.000000 Penalty: 3538.544678
	Iteration 22Q: 3 clusters Score -5859528 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -5859619.000000 Penalty: 3538.544678
	Iteration 23Q: 3 clusters Score -5859619 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -5859673.000000 Penalty: 3538.544678
	Iteration 24Q: 3 clusters Score -5859673 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -5859726.000000 Penalty: 3538.544678
	Iteration 25Q: 3 clusters Score -5859726 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5859798.000000 Penalty: 3538.544678
	Iteration 26Q: 3 clusters Score -5859798 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5859819.500000 Penalty: 3538.544678
	Iteration 27Q: 3 clusters Score -5859820 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -5859881.500000 Penalty: 3538.544678
	Iteration 28Q: 3 clusters Score -5859882 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -5859987.500000 Penalty: 3538.544678
	Iteration 29Q: 3 clusters Score -5859988 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -5860086.000000 Penalty: 3538.544678
	Iteration 30Q: 3 clusters Score -5860086 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -5860151.000000 Penalty: 3538.544678
	Iteration 31Q: 3 clusters Score -5860151 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -5860209.500000 Penalty: 3538.544678
	Iteration 32Q: 3 clusters Score -5860210 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5860280.500000 Penalty: 3538.544678
	Iteration 33Q: 3 clusters Score -5860280 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -5860365.500000 Penalty: 3538.544678
	Iteration 34Q: 3 clusters Score -5860366 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -5860407.000000 Penalty: 3538.544678
	Iteration 35Q: 3 clusters Score -5860407 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -5860462.000000 Penalty: 3538.544678
	Iteration 36Q: 3 clusters Score -5860462 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -5860530.000000 Penalty: 3538.544678
	Iteration 37Q: 3 clusters Score -5860530 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -5860586.500000 Penalty: 3538.544678
	Iteration 38Q: 3 clusters Score -5860586 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -5860669.000000 Penalty: 3538.544678
	Iteration 39Q: 3 clusters Score -5860669 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -5860743.000000 Penalty: 3538.544678
	Iteration 40F: 3 clusters Score -5860743 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -5860838.000000 Penalty: 3538.544678
	Iteration 41Q: 3 clusters Score -5860838 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -5860932.500000 Penalty: 3538.544678
	Iteration 42Q: 3 clusters Score -5860932 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -5861049.000000 Penalty: 3538.544678
	Iteration 43Q: 3 clusters Score -5861049 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5861162.000000 Penalty: 3538.544678
	Iteration 44Q: 3 clusters Score -5861162 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -5861303.500000 Penalty: 3538.544678
	Iteration 45Q: 3 clusters Score -5861304 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -5861413.500000 Penalty: 3538.544678
	Iteration 46Q: 3 clusters Score -5861414 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -5861555.000000 Penalty: 3538.544678
	Iteration 47Q: 3 clusters Score -5861555 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -5861697.500000 Penalty: 3538.544678
	Iteration 48Q: 3 clusters Score -5861698 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -5861819.000000 Penalty: 3538.544678
	Iteration 49Q: 3 clusters Score -5861819 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -5861962.000000 Penalty: 3538.544678
	Iteration 50Q: 3 clusters Score -5861962 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -5862084.000000 Penalty: 3538.544678
	Iteration 51Q: 3 clusters Score -5862084 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -5862198.500000 Penalty: 3538.544678
	Iteration 52Q: 3 clusters Score -5862198 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -5862327.500000 Penalty: 3538.544678
	Iteration 53Q: 3 clusters Score -5862328 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -5862478.500000 Penalty: 3538.544678
	Iteration 54Q: 3 clusters Score -5862478 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5862629.500000 Penalty: 3538.544678
	Iteration 55Q: 3 clusters Score -5862630 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -5862809.500000 Penalty: 3538.544678
	Iteration 56Q: 3 clusters Score -5862810 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5862977.000000 Penalty: 3538.544678
	Iteration 57Q: 3 clusters Score -5862977 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -5863150.500000 Penalty: 3538.544678
	Iteration 58Q: 3 clusters Score -5863150 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5863335.000000 Penalty: 3538.544678
	Iteration 59Q: 3 clusters Score -5863335 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -5863467.500000 Penalty: 3538.544678
	Iteration 60F: 3 clusters Score -5863468 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -5863645.500000 Penalty: 3538.544678
	Iteration 61Q: 3 clusters Score -5863646 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -5863813.500000 Penalty: 3538.544678
	Iteration 62Q: 3 clusters Score -5863814 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5863928.500000 Penalty: 3538.544678
	Iteration 63Q: 3 clusters Score -5863928 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5864099.000000 Penalty: 3538.544678
	Iteration 64Q: 3 clusters Score -5864099 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5864211.000000 Penalty: 3538.544678
	Iteration 65Q: 3 clusters Score -5864211 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5864288.500000 Penalty: 3538.544678
	Iteration 66Q: 3 clusters Score -5864288 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5864385.000000 Penalty: 3538.544678
	Iteration 67Q: 3 clusters Score -5864385 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5864485.500000 Penalty: 3538.544678
	Iteration 68Q: 3 clusters Score -5864486 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5864575.000000 Penalty: 3538.544678
	Iteration 69Q: 3 clusters Score -5864575 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5864651.500000 Penalty: 3538.544678
	Iteration 70Q: 3 clusters Score -5864652 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5864717.500000 Penalty: 3538.544678
	Iteration 71Q: 3 clusters Score -5864718 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5864799.500000 Penalty: 3538.544678
	Iteration 72Q: 3 clusters Score -5864800 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5864831.500000 Penalty: 3538.544678
	Iteration 73Q: 3 clusters Score -5864832 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5864891.000000 Penalty: 3538.544678
	Iteration 74Q: 3 clusters Score -5864891 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5864922.500000 Penalty: 3538.544678
	Iteration 75Q: 3 clusters Score -5864922 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5864977.000000 Penalty: 3538.544678
	Iteration 76Q: 3 clusters Score -5864977 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5865015.500000 Penalty: 3538.544678
	Iteration 77Q: 3 clusters Score -5865016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5865058.000000 Penalty: 3538.544678
	Iteration 78Q: 3 clusters Score -5865058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5865079.500000 Penalty: 3538.544678
	Iteration 79Q: 3 clusters Score -5865080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5865113.500000 Penalty: 3538.544678
	Iteration 80F: 3 clusters Score -5865114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5865135.500000 Penalty: 3538.544678
	Iteration 81Q: 3 clusters Score -5865136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5865153.000000 Penalty: 3538.544678
	Iteration 82Q: 3 clusters Score -5865153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5865159.500000 Penalty: 3538.544678
	Iteration 83Q: 3 clusters Score -5865160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5865161.500000 Penalty: 3538.544678
	Iteration 84Q: 3 clusters Score -5865162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5865169.500000 Penalty: 3538.544678
	Iteration 85Q: 3 clusters Score -5865170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5865178.000000 Penalty: 3538.544678
	Iteration 86Q: 3 clusters Score -5865178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5865184.000000 Penalty: 3538.544678
	Iteration 87Q: 3 clusters Score -5865184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5865189.500000 Penalty: 3538.544678
	Iteration 88Q: 3 clusters Score -5865190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5865187.500000 Penalty: 3538.544678
	Iteration 89Q: 3 clusters Score -5865188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5865191.500000 Penalty: 3538.544678
	Iteration 90Q: 3 clusters Score -5865192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5865201.000000 Penalty: 3538.544678
	Iteration 91Q: 3 clusters Score -5865201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5865205.500000 Penalty: 3538.544678
	Iteration 92Q: 3 clusters Score -5865206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5865205.000000 Penalty: 3538.544678
	Iteration 93Q: 3 clusters Score -5865205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5865207.500000 Penalty: 3538.544678
	Iteration 94Q: 3 clusters Score -5865208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5865212.000000 Penalty: 3538.544678
	Iteration 95Q: 3 clusters Score -5865212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5865215.000000 Penalty: 3538.544678
	Iteration 96Q: 3 clusters Score -5865215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5865222.500000 Penalty: 3538.544678
	Iteration 97Q: 3 clusters Score -5865222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5865218.500000 Penalty: 3538.544678
	Iteration 98Q: 3 clusters Score -5865218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5865218.000000 Penalty: 3538.544678
	Iteration 99Q: 3 clusters Score -5865218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5865218.500000 Penalty: 3538.544678
	Iteration 100F: 3 clusters Score -5865218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5865222.000000 Penalty: 3538.544678
	Iteration 101Q: 3 clusters Score -5865222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5865218.000000 Penalty: 3538.544678
	Iteration 102Q: 3 clusters Score -5865218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5865217.000000 Penalty: 3538.544678
	Iteration 103Q: 3 clusters Score -5865217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5865217.500000 Penalty: 3538.544678
	Iteration 104Q: 3 clusters Score -5865218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5865222.000000 Penalty: 3538.544678
	Iteration 105Q: 3 clusters Score -5865222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5865225.500000 Penalty: 3538.544678
	Iteration 106Q: 3 clusters Score -5865226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5865226.500000 Penalty: 3538.544678
	Iteration 107Q: 3 clusters Score -5865226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5865226.500000 Penalty: 3538.544678
	Iteration 108Q: 3 clusters Score -5865226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5865225.000000 Penalty: 3538.544678
	Iteration 109Q: 3 clusters Score -5865225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5865225.000000 Penalty: 3538.544678
	Iteration 110F: 3 clusters Score -5865225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -494007.625000 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -494007.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -490144.343750 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -490144.3 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -491366.093750 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -491366.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -491700.687500 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -491700.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -492031.687500 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -492031.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -492443.906250 Penalty: 2756.710938
	Iteration 4F: 3 clusters Score -492443.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -492820.406250 Penalty: 2756.710938
	Iteration 5F: 3 clusters Score -492820.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -493090.843750 Penalty: 2756.710938
	Iteration 6F: 3 clusters Score -493090.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -493318.156250 Penalty: 2756.710938
	Iteration 7F: 3 clusters Score -493318.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -493480.156250 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -493480.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -493564.531250 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -493564.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -493614.375000 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -493614.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -493642.531250 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -493642.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -493661.468750 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -493661.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -493669.406250 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -493669.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -493679.312500 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -493679.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -493688.562500 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -493688.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -493700.750000 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -493700.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -493711.437500 Penalty: 2756.710938
	Iteration 17Q: 3 clusters Score -493711.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -493721.968750 Penalty: 2756.710938
	Iteration 18Q: 3 clusters Score -493722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -493731.750000 Penalty: 2756.710938
	Iteration 19Q: 3 clusters Score -493731.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -493738.031250 Penalty: 2756.710938
	Iteration 20F: 3 clusters Score -493738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -493746.406250 Penalty: 2756.710938
	Iteration 21Q: 3 clusters Score -493746.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -493756.718750 Penalty: 2756.710938
	Iteration 22Q: 3 clusters Score -493756.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -493759.718750 Penalty: 2756.710938
	Iteration 23Q: 3 clusters Score -493759.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -493764.625000 Penalty: 2756.710938
	Iteration 24Q: 3 clusters Score -493764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -493771.875000 Penalty: 2756.710938
	Iteration 25Q: 3 clusters Score -493771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -493775.156250 Penalty: 2756.710938
	Iteration 26Q: 3 clusters Score -493775.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -493777.062500 Penalty: 2756.710938
	Iteration 27Q: 3 clusters Score -493777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -493778.812500 Penalty: 2756.710938
	Iteration 28Q: 3 clusters Score -493778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -493778.812500 Penalty: 2756.710938
	Iteration 29F: 3 clusters Score -493778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86207 members 
Entering Unmasked Estep 
Score: -9425994.000000 Penalty: 1846.732300
	Iteration 0F: 2 clusters Score -9425994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -9368316.000000 Penalty: 3693.464600
	Iteration 0F: 3 clusters Score -9368316 nChanged 40993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -9391815.000000 Penalty: 3693.464600
	Iteration 1F: 3 clusters Score -9391815 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -9392270.000000 Penalty: 3693.464600
	Iteration 2Q: 3 clusters Score -9392270 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -9392915.000000 Penalty: 3693.464600
	Iteration 3Q: 3 clusters Score -9392915 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -9393664.000000 Penalty: 3693.464600
	Iteration 4Q: 3 clusters Score -9393664 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -9394885.000000 Penalty: 3693.464600
	Iteration 5Q: 3 clusters Score -9394885 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -9396989.000000 Penalty: 3693.464600
	Iteration 6Q: 3 clusters Score -9396989 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -9400423.000000 Penalty: 3693.464600
	Iteration 7F: 3 clusters Score -9400423 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -9405852.000000 Penalty: 3693.464600
	Iteration 8F: 3 clusters Score -9405852 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -9412371.000000 Penalty: 3693.464600
	Iteration 9F: 3 clusters Score -9412371 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -9418402.000000 Penalty: 3693.464600
	Iteration 10F: 3 clusters Score -9418402 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -9422064.000000 Penalty: 3693.464600
	Iteration 11Q: 3 clusters Score -9422064 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 85374 members 
Entering Unmasked Estep 
Score: -9423580.000000 Penalty: 3693.464600
	Iteration 12Q: 3 clusters Score -9423580 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -9424060.000000 Penalty: 3693.464600
	Iteration 13Q: 3 clusters Score -9424060 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -9424240.000000 Penalty: 3693.464600
	Iteration 14Q: 3 clusters Score -9424240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -9424291.000000 Penalty: 3693.464600
	Iteration 15Q: 3 clusters Score -9424291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -9424300.000000 Penalty: 3693.464600
	Iteration 16Q: 3 clusters Score -9424300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -9424332.000000 Penalty: 3693.464600
	Iteration 17Q: 3 clusters Score -9424332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 86050 members 
Entering Unmasked Estep 
Score: -9424340.000000 Penalty: 3693.464600
	Iteration 18Q: 3 clusters Score -9424340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 86053 members 
Entering Unmasked Estep 
Score: -9424357.000000 Penalty: 3693.464600
	Iteration 19Q: 3 clusters Score -9424357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -9424357.000000 Penalty: 3693.464600
	Iteration 20F: 3 clusters Score -9424357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -9424354.000000 Penalty: 3693.464600
	Iteration 21Q: 3 clusters Score -9424354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -9424356.000000 Penalty: 3693.464600
	Iteration 22Q: 3 clusters Score -9424356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -9424355.000000 Penalty: 3693.464600
	Iteration 23Q: 3 clusters Score -9424355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -9424360.000000 Penalty: 3693.464600
	Iteration 24Q: 3 clusters Score -9424360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -9424360.000000 Penalty: 3693.464600
	Iteration 25F: 3 clusters Score -9424360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 70953 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73860 members 
Mstep: Class 7 contains 48434 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 132256 members 
Mstep: Class 10 contains 42178 members 
Mstep: Class 11 contains 191743 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53521 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859536.000000 Penalty: 35598.257812
Iteration 319Q: 17 clusters Score -9.385954e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 70945 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73858 members 
Mstep: Class 7 contains 48433 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 132273 members 
Mstep: Class 10 contains 42177 members 
Mstep: Class 11 contains 191734 members 
Mstep: Class 13 contains 53947 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53520 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859512.000000 Penalty: 35598.257812
Iteration 320F: 17 clusters Score -9.385951e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 70943 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73855 members 
Mstep: Class 7 contains 48432 members 
Mstep: Class 8 contains 42276 members 
Mstep: Class 9 contains 132289 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191728 members 
Mstep: Class 13 contains 53948 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53519 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859504.000000 Penalty: 35598.257812
Iteration 321Q: 17 clusters Score -9.38595e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 70944 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73852 members 
Mstep: Class 7 contains 48431 members 
Mstep: Class 8 contains 42275 members 
Mstep: Class 9 contains 132314 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191727 members 
Mstep: Class 13 contains 53947 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53514 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859488.000000 Penalty: 35598.257812
Iteration 322Q: 17 clusters Score -9.385949e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 70940 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73847 members 
Mstep: Class 7 contains 48429 members 
Mstep: Class 8 contains 42276 members 
Mstep: Class 9 contains 132328 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191728 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53509 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859536.000000 Penalty: 35598.257812
Iteration 323Q: 17 clusters Score -9.385954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 70940 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73842 members 
Mstep: Class 7 contains 48427 members 
Mstep: Class 8 contains 42276 members 
Mstep: Class 9 contains 132343 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191721 members 
Mstep: Class 13 contains 53946 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53506 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859440.000000 Penalty: 35598.257812
Iteration 324Q: 17 clusters Score -9.385944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 70939 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73842 members 
Mstep: Class 7 contains 48423 members 
Mstep: Class 8 contains 42277 members 
Mstep: Class 9 contains 132367 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191709 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53503 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859400.000000 Penalty: 35598.257812
Iteration 325Q: 17 clusters Score -9.38594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 70938 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73839 members 
Mstep: Class 7 contains 48423 members 
Mstep: Class 8 contains 42278 members 
Mstep: Class 9 contains 132380 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191698 members 
Mstep: Class 13 contains 53941 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53500 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859448.000000 Penalty: 35598.257812
Iteration 326Q: 17 clusters Score -9.385945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 70939 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73838 members 
Mstep: Class 7 contains 48421 members 
Mstep: Class 8 contains 42278 members 
Mstep: Class 9 contains 132391 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191692 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53499 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859400.000000 Penalty: 35598.257812
Iteration 327Q: 17 clusters Score -9.38594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 70937 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73838 members 
Mstep: Class 7 contains 48419 members 
Mstep: Class 8 contains 42278 members 
Mstep: Class 9 contains 132406 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191683 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53497 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859384.000000 Penalty: 35598.257812
Iteration 328Q: 17 clusters Score -9.385938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 70935 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73836 members 
Mstep: Class 7 contains 48415 members 
Mstep: Class 8 contains 42278 members 
Mstep: Class 9 contains 132419 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191679 members 
Mstep: Class 13 contains 53941 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53496 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859384.000000 Penalty: 35598.257812
Iteration 329Q: 17 clusters Score -9.385938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 70931 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73834 members 
Mstep: Class 7 contains 48413 members 
Mstep: Class 8 contains 42278 members 
Mstep: Class 9 contains 132428 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191675 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53496 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859352.000000 Penalty: 35598.257812
Iteration 330Q: 17 clusters Score -9.385935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 70926 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73834 members 
Mstep: Class 7 contains 48411 members 
Mstep: Class 8 contains 42278 members 
Mstep: Class 9 contains 132442 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191672 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53496 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859360.000000 Penalty: 35598.257812
Iteration 331Q: 17 clusters Score -9.385936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 70922 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73833 members 
Mstep: Class 7 contains 48408 members 
Mstep: Class 8 contains 42277 members 
Mstep: Class 9 contains 132454 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191676 members 
Mstep: Class 13 contains 53942 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53494 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859336.000000 Penalty: 35598.257812
Iteration 332Q: 17 clusters Score -9.385934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 70919 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73831 members 
Mstep: Class 7 contains 48405 members 
Mstep: Class 8 contains 42277 members 
Mstep: Class 9 contains 132464 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191678 members 
Mstep: Class 13 contains 53941 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53493 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859368.000000 Penalty: 35598.257812
Iteration 333Q: 17 clusters Score -9.385937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 70918 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73829 members 
Mstep: Class 7 contains 48403 members 
Mstep: Class 8 contains 42276 members 
Mstep: Class 9 contains 132474 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191676 members 
Mstep: Class 13 contains 53939 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53493 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859416.000000 Penalty: 35598.257812
Iteration 334Q: 17 clusters Score -9.385942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 70918 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73829 members 
Mstep: Class 7 contains 48402 members 
Mstep: Class 8 contains 42275 members 
Mstep: Class 9 contains 132481 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191676 members 
Mstep: Class 13 contains 53935 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53493 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859440.000000 Penalty: 35598.257812
Iteration 335Q: 17 clusters Score -9.385944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 70917 members 
Mstep: Class 3 contains 5531 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73829 members 
Mstep: Class 7 contains 48402 members 
Mstep: Class 8 contains 42274 members 
Mstep: Class 9 contains 132485 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191676 members 
Mstep: Class 13 contains 53935 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53493 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859392.000000 Penalty: 35598.257812
Iteration 336Q: 17 clusters Score -9.385939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 70914 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73829 members 
Mstep: Class 7 contains 48401 members 
Mstep: Class 8 contains 42274 members 
Mstep: Class 9 contains 132493 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191677 members 
Mstep: Class 13 contains 53935 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53493 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859432.000000 Penalty: 35598.257812
Iteration 337Q: 17 clusters Score -9.385943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 70910 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73826 members 
Mstep: Class 7 contains 48400 members 
Mstep: Class 8 contains 42272 members 
Mstep: Class 9 contains 132506 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191679 members 
Mstep: Class 13 contains 53935 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53493 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859424.000000 Penalty: 35598.257812
Iteration 338Q: 17 clusters Score -9.385942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 70902 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73824 members 
Mstep: Class 7 contains 48400 members 
Mstep: Class 8 contains 42271 members 
Mstep: Class 9 contains 132517 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191680 members 
Mstep: Class 13 contains 53934 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53492 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859448.000000 Penalty: 35598.257812
Iteration 339Q: 17 clusters Score -9.385945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 70895 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73821 members 
Mstep: Class 7 contains 48399 members 
Mstep: Class 8 contains 42270 members 
Mstep: Class 9 contains 132533 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191678 members 
Mstep: Class 13 contains 53934 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53490 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859416.000000 Penalty: 35598.257812
Iteration 340F: 17 clusters Score -9.385942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 70889 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73814 members 
Mstep: Class 7 contains 48399 members 
Mstep: Class 8 contains 42269 members 
Mstep: Class 9 contains 132553 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191676 members 
Mstep: Class 13 contains 53934 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53487 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859424.000000 Penalty: 35598.257812
Iteration 341Q: 17 clusters Score -9.385942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 70883 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73809 members 
Mstep: Class 7 contains 48399 members 
Mstep: Class 8 contains 42270 members 
Mstep: Class 9 contains 132569 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191671 members 
Mstep: Class 13 contains 53934 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53484 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859432.000000 Penalty: 35598.257812
Iteration 342Q: 17 clusters Score -9.385943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 70877 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73808 members 
Mstep: Class 7 contains 48396 members 
Mstep: Class 8 contains 42268 members 
Mstep: Class 9 contains 132584 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191671 members 
Mstep: Class 13 contains 53934 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53480 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859432.000000 Penalty: 35598.257812
Iteration 343Q: 17 clusters Score -9.385943e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 70869 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73805 members 
Mstep: Class 7 contains 48396 members 
Mstep: Class 8 contains 42266 members 
Mstep: Class 9 contains 132603 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191667 members 
Mstep: Class 13 contains 53933 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53478 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859456.000000 Penalty: 35598.257812
Iteration 344Q: 17 clusters Score -9.385946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 70864 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73803 members 
Mstep: Class 7 contains 48395 members 
Mstep: Class 8 contains 42265 members 
Mstep: Class 9 contains 132620 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191662 members 
Mstep: Class 13 contains 53932 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53475 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859464.000000 Penalty: 35598.257812
Iteration 345Q: 17 clusters Score -9.385946e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 70862 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73798 members 
Mstep: Class 7 contains 48396 members 
Mstep: Class 8 contains 42264 members 
Mstep: Class 9 contains 132630 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191659 members 
Mstep: Class 13 contains 53932 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53473 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859408.000000 Penalty: 35598.257812
Iteration 346Q: 17 clusters Score -9.385941e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 70858 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73798 members 
Mstep: Class 7 contains 48396 members 
Mstep: Class 8 contains 42265 members 
Mstep: Class 9 contains 132643 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191650 members 
Mstep: Class 13 contains 53931 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53471 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859440.000000 Penalty: 35598.257812
Iteration 347Q: 17 clusters Score -9.385944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 70853 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73793 members 
Mstep: Class 7 contains 48396 members 
Mstep: Class 8 contains 42265 members 
Mstep: Class 9 contains 132658 members 
Mstep: Class 10 contains 42177 members 
Mstep: Class 11 contains 191649 members 
Mstep: Class 13 contains 53927 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53472 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859424.000000 Penalty: 35598.257812
Iteration 348Q: 17 clusters Score -9.385942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 70851 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73791 members 
Mstep: Class 7 contains 48395 members 
Mstep: Class 8 contains 42265 members 
Mstep: Class 9 contains 132672 members 
Mstep: Class 10 contains 42177 members 
Mstep: Class 11 contains 191643 members 
Mstep: Class 13 contains 53928 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53472 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859448.000000 Penalty: 35598.257812
Iteration 349Q: 17 clusters Score -9.385945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 70848 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73789 members 
Mstep: Class 7 contains 48395 members 
Mstep: Class 8 contains 42265 members 
Mstep: Class 9 contains 132686 members 
Mstep: Class 10 contains 42177 members 
Mstep: Class 11 contains 191639 members 
Mstep: Class 13 contains 53928 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53469 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859432.000000 Penalty: 35598.257812
Iteration 350Q: 17 clusters Score -9.385943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 70847 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73788 members 
Mstep: Class 7 contains 48395 members 
Mstep: Class 8 contains 42267 members 
Mstep: Class 9 contains 132703 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191627 members 
Mstep: Class 13 contains 53928 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53469 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859456.000000 Penalty: 35598.257812
Iteration 351Q: 17 clusters Score -9.385946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 70843 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73787 members 
Mstep: Class 7 contains 48394 members 
Mstep: Class 8 contains 42269 members 
Mstep: Class 9 contains 132713 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191624 members 
Mstep: Class 13 contains 53929 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53469 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859472.000000 Penalty: 35598.257812
Iteration 352Q: 17 clusters Score -9.385947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 70838 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73787 members 
Mstep: Class 7 contains 48392 members 
Mstep: Class 8 contains 42271 members 
Mstep: Class 9 contains 132721 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191623 members 
Mstep: Class 13 contains 53928 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53469 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859472.000000 Penalty: 35598.257812
Iteration 353Q: 17 clusters Score -9.385947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 70837 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73787 members 
Mstep: Class 7 contains 48391 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 132733 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191618 members 
Mstep: Class 13 contains 53926 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53469 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859456.000000 Penalty: 35598.257812
Iteration 354Q: 17 clusters Score -9.385946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 70836 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73786 members 
Mstep: Class 7 contains 48390 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 132746 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191615 members 
Mstep: Class 13 contains 53925 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53468 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859368.000000 Penalty: 35598.257812
Iteration 355Q: 17 clusters Score -9.385937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 70835 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73786 members 
Mstep: Class 7 contains 48390 members 
Mstep: Class 8 contains 42271 members 
Mstep: Class 9 contains 132755 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191613 members 
Mstep: Class 13 contains 53925 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53467 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859464.000000 Penalty: 35598.257812
Iteration 356Q: 17 clusters Score -9.385946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 70835 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73783 members 
Mstep: Class 7 contains 48391 members 
Mstep: Class 8 contains 42272 members 
Mstep: Class 9 contains 132764 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191610 members 
Mstep: Class 13 contains 53923 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53466 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859464.000000 Penalty: 35598.257812
Iteration 357Q: 17 clusters Score -9.385946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 70835 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73781 members 
Mstep: Class 7 contains 48391 members 
Mstep: Class 8 contains 42273 members 
Mstep: Class 9 contains 132769 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191612 members 
Mstep: Class 13 contains 53921 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53465 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859424.000000 Penalty: 35598.257812
Iteration 358Q: 17 clusters Score -9.385942e+07 nChanged 27
Entering ConstructFrom: 
Score: -93859424.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (73345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Entering Unmasked Estep 
Score: -8015607.000000 Penalty: 1820.476074
	Iteration 0F: 2 clusters Score -8015607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -7966219.000000 Penalty: 3640.952148
	Iteration 0F: 3 clusters Score -7966219 nChanged 35067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -7986344.000000 Penalty: 3640.952148
	Iteration 1F: 3 clusters Score -7986344 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -7986912.000000 Penalty: 3640.952148
	Iteration 2Q: 3 clusters Score -7986912 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -7987816.000000 Penalty: 3640.952148
	Iteration 3Q: 3 clusters Score -7987816 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -7988969.000000 Penalty: 3640.952148
	Iteration 4Q: 3 clusters Score -7988969 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -7990350.500000 Penalty: 3640.952148
	Iteration 5Q: 3 clusters Score -7990350 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -7992045.000000 Penalty: 3640.952148
	Iteration 6Q: 3 clusters Score -7992045 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -7994053.500000 Penalty: 3640.952148
	Iteration 7F: 3 clusters Score -7994054 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -7996528.000000 Penalty: 3640.952148
	Iteration 8F: 3 clusters Score -7996528 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -7999442.000000 Penalty: 3640.952148
	Iteration 9F: 3 clusters Score -7999442 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -8002420.000000 Penalty: 3640.952148
	Iteration 10F: 3 clusters Score -8002420 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -8004722.500000 Penalty: 3640.952148
	Iteration 11Q: 3 clusters Score -8004722 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -8006247.000000 Penalty: 3640.952148
	Iteration 12Q: 3 clusters Score -8006247 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -8007151.500000 Penalty: 3640.952148
	Iteration 13Q: 3 clusters Score -8007152 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -8007742.000000 Penalty: 3640.952148
	Iteration 14Q: 3 clusters Score -8007742 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -8008314.000000 Penalty: 3640.952148
	Iteration 15Q: 3 clusters Score -8008314 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -8008891.500000 Penalty: 3640.952148
	Iteration 16Q: 3 clusters Score -8008892 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -8009424.000000 Penalty: 3640.952148
	Iteration 17Q: 3 clusters Score -8009424 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -8009971.500000 Penalty: 3640.952148
	Iteration 18Q: 3 clusters Score -8009972 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -8010575.000000 Penalty: 3640.952148
	Iteration 19Q: 3 clusters Score -8010575 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -8011119.000000 Penalty: 3640.952148
	Iteration 20F: 3 clusters Score -8011119 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -8011581.000000 Penalty: 3640.952148
	Iteration 21Q: 3 clusters Score -8011581 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -8011953.500000 Penalty: 3640.952148
	Iteration 22Q: 3 clusters Score -8011954 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -8012289.500000 Penalty: 3640.952148
	Iteration 23Q: 3 clusters Score -8012290 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -8012562.500000 Penalty: 3640.952148
	Iteration 24Q: 3 clusters Score -8012562 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8012808.000000 Penalty: 3640.952148
	Iteration 25Q: 3 clusters Score -8012808 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -8013010.500000 Penalty: 3640.952148
	Iteration 26Q: 3 clusters Score -8013010 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8013168.000000 Penalty: 3640.952148
	Iteration 27Q: 3 clusters Score -8013168 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70735 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8013301.000000 Penalty: 3640.952148
	Iteration 28Q: 3 clusters Score -8013301 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8013435.500000 Penalty: 3640.952148
	Iteration 29Q: 3 clusters Score -8013436 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8013521.000000 Penalty: 3640.952148
	Iteration 30Q: 3 clusters Score -8013521 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8013594.500000 Penalty: 3640.952148
	Iteration 31Q: 3 clusters Score -8013594 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8013658.500000 Penalty: 3640.952148
	Iteration 32Q: 3 clusters Score -8013658 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8013733.500000 Penalty: 3640.952148
	Iteration 33Q: 3 clusters Score -8013734 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8013798.000000 Penalty: 3640.952148
	Iteration 34Q: 3 clusters Score -8013798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8013887.500000 Penalty: 3640.952148
	Iteration 35Q: 3 clusters Score -8013888 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8013954.500000 Penalty: 3640.952148
	Iteration 36Q: 3 clusters Score -8013954 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8013988.000000 Penalty: 3640.952148
	Iteration 37Q: 3 clusters Score -8013988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8014028.500000 Penalty: 3640.952148
	Iteration 38Q: 3 clusters Score -8014028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72450 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8014078.000000 Penalty: 3640.952148
	Iteration 39Q: 3 clusters Score -8014078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8014103.000000 Penalty: 3640.952148
	Iteration 40F: 3 clusters Score -8014103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8014118.000000 Penalty: 3640.952148
	Iteration 41Q: 3 clusters Score -8014118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8014150.500000 Penalty: 3640.952148
	Iteration 42Q: 3 clusters Score -8014150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8014176.500000 Penalty: 3640.952148
	Iteration 43Q: 3 clusters Score -8014176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8014202.000000 Penalty: 3640.952148
	Iteration 44Q: 3 clusters Score -8014202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8014204.500000 Penalty: 3640.952148
	Iteration 45Q: 3 clusters Score -8014204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8014216.000000 Penalty: 3640.952148
	Iteration 46Q: 3 clusters Score -8014216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8014220.500000 Penalty: 3640.952148
	Iteration 47Q: 3 clusters Score -8014220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8014219.000000 Penalty: 3640.952148
	Iteration 48Q: 3 clusters Score -8014219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8014227.000000 Penalty: 3640.952148
	Iteration 49Q: 3 clusters Score -8014227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8014237.000000 Penalty: 3640.952148
	Iteration 50Q: 3 clusters Score -8014237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8014245.500000 Penalty: 3640.952148
	Iteration 51Q: 3 clusters Score -8014246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8014245.000000 Penalty: 3640.952148
	Iteration 52Q: 3 clusters Score -8014245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8014250.500000 Penalty: 3640.952148
	Iteration 53Q: 3 clusters Score -8014250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8014257.000000 Penalty: 3640.952148
	Iteration 54Q: 3 clusters Score -8014257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72749 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8014257.000000 Penalty: 3640.952148
	Iteration 55Q: 3 clusters Score -8014257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8014260.500000 Penalty: 3640.952148
	Iteration 56Q: 3 clusters Score -8014260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8014259.000000 Penalty: 3640.952148
	Iteration 57Q: 3 clusters Score -8014259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8014258.500000 Penalty: 3640.952148
	Iteration 58Q: 3 clusters Score -8014258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8014262.000000 Penalty: 3640.952148
	Iteration 59Q: 3 clusters Score -8014262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8014261.500000 Penalty: 3640.952148
	Iteration 60F: 3 clusters Score -8014262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8014264.000000 Penalty: 3640.952148
	Iteration 61Q: 3 clusters Score -8014264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8014266.000000 Penalty: 3640.952148
	Iteration 62Q: 3 clusters Score -8014266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8014266.000000 Penalty: 3640.952148
	Iteration 63F: 3 clusters Score -8014266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Entering Unmasked Estep 
Score: -7750598.500000 Penalty: 1814.819824
	Iteration 0F: 2 clusters Score -7750598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -7703408.000000 Penalty: 3629.639648
	Iteration 0F: 3 clusters Score -7703408 nChanged 33530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -7722512.500000 Penalty: 3629.639648
	Iteration 1F: 3 clusters Score -7722512 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -7723018.000000 Penalty: 3629.639648
	Iteration 2Q: 3 clusters Score -7723018 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -7723531.000000 Penalty: 3629.639648
	Iteration 3Q: 3 clusters Score -7723531 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -7724236.500000 Penalty: 3629.639648
	Iteration 4Q: 3 clusters Score -7724236 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -7725186.000000 Penalty: 3629.639648
	Iteration 5Q: 3 clusters Score -7725186 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -7726631.000000 Penalty: 3629.639648
	Iteration 6Q: 3 clusters Score -7726631 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -7728980.500000 Penalty: 3629.639648
	Iteration 7F: 3 clusters Score -7728980 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -7732359.500000 Penalty: 3629.639648
	Iteration 8F: 3 clusters Score -7732360 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -7736435.500000 Penalty: 3629.639648
	Iteration 9F: 3 clusters Score -7736436 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -7740329.000000 Penalty: 3629.639648
	Iteration 10F: 3 clusters Score -7740329 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -7742925.500000 Penalty: 3629.639648
	Iteration 11Q: 3 clusters Score -7742926 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -7744345.500000 Penalty: 3629.639648
	Iteration 12Q: 3 clusters Score -7744346 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -7745173.500000 Penalty: 3629.639648
	Iteration 13Q: 3 clusters Score -7745174 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -7745763.000000 Penalty: 3629.639648
	Iteration 14Q: 3 clusters Score -7745763 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -7746211.500000 Penalty: 3629.639648
	Iteration 15Q: 3 clusters Score -7746212 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -7746619.000000 Penalty: 3629.639648
	Iteration 16Q: 3 clusters Score -7746619 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -7746925.000000 Penalty: 3629.639648
	Iteration 17Q: 3 clusters Score -7746925 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -7747210.500000 Penalty: 3629.639648
	Iteration 18Q: 3 clusters Score -7747210 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -7747412.000000 Penalty: 3629.639648
	Iteration 19Q: 3 clusters Score -7747412 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -7747618.500000 Penalty: 3629.639648
	Iteration 20F: 3 clusters Score -7747618 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -7747820.500000 Penalty: 3629.639648
	Iteration 21Q: 3 clusters Score -7747820 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -7747978.500000 Penalty: 3629.639648
	Iteration 22Q: 3 clusters Score -7747978 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -7748111.500000 Penalty: 3629.639648
	Iteration 23Q: 3 clusters Score -7748112 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -7748212.000000 Penalty: 3629.639648
	Iteration 24Q: 3 clusters Score -7748212 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -7748291.500000 Penalty: 3629.639648
	Iteration 25Q: 3 clusters Score -7748292 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -7748355.500000 Penalty: 3629.639648
	Iteration 26Q: 3 clusters Score -7748356 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -7748423.000000 Penalty: 3629.639648
	Iteration 27Q: 3 clusters Score -7748423 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -7748480.500000 Penalty: 3629.639648
	Iteration 28Q: 3 clusters Score -7748480 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 69063 members 
Entering Unmasked Estep 
Score: -7748541.000000 Penalty: 3629.639648
	Iteration 29Q: 3 clusters Score -7748541 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -7748602.500000 Penalty: 3629.639648
	Iteration 30Q: 3 clusters Score -7748602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -7748659.000000 Penalty: 3629.639648
	Iteration 31Q: 3 clusters Score -7748659 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -7748700.500000 Penalty: 3629.639648
	Iteration 32Q: 3 clusters Score -7748700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -7748740.000000 Penalty: 3629.639648
	Iteration 33Q: 3 clusters Score -7748740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -7748774.000000 Penalty: 3629.639648
	Iteration 34Q: 3 clusters Score -7748774 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -7748817.500000 Penalty: 3629.639648
	Iteration 35Q: 3 clusters Score -7748818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -7748823.000000 Penalty: 3629.639648
	Iteration 36Q: 3 clusters Score -7748823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -7748839.500000 Penalty: 3629.639648
	Iteration 37Q: 3 clusters Score -7748840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -7748865.000000 Penalty: 3629.639648
	Iteration 38Q: 3 clusters Score -7748865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -7748881.500000 Penalty: 3629.639648
	Iteration 39Q: 3 clusters Score -7748882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -7748903.000000 Penalty: 3629.639648
	Iteration 40F: 3 clusters Score -7748903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -7748930.000000 Penalty: 3629.639648
	Iteration 41Q: 3 clusters Score -7748930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -7748955.500000 Penalty: 3629.639648
	Iteration 42Q: 3 clusters Score -7748956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -7748967.000000 Penalty: 3629.639648
	Iteration 43Q: 3 clusters Score -7748967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
Score: -7748978.000000 Penalty: 3629.639648
	Iteration 44Q: 3 clusters Score -7748978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -7748985.000000 Penalty: 3629.639648
	Iteration 45Q: 3 clusters Score -7748985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -7748990.500000 Penalty: 3629.639648
	Iteration 46Q: 3 clusters Score -7748990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -7748997.000000 Penalty: 3629.639648
	Iteration 47Q: 3 clusters Score -7748997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -7748998.500000 Penalty: 3629.639648
	Iteration 48Q: 3 clusters Score -7748998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -7749005.500000 Penalty: 3629.639648
	Iteration 49Q: 3 clusters Score -7749006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -7749007.000000 Penalty: 3629.639648
	Iteration 50Q: 3 clusters Score -7749007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -7749009.500000 Penalty: 3629.639648
	Iteration 51Q: 3 clusters Score -7749010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -7749012.000000 Penalty: 3629.639648
	Iteration 52Q: 3 clusters Score -7749012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -7749009.500000 Penalty: 3629.639648
	Iteration 53Q: 3 clusters Score -7749010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -7749009.500000 Penalty: 3629.639648
	Iteration 54F: 3 clusters Score -7749010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -570695.125000 Penalty: 1400.562622
	Iteration 0F: 2 clusters Score -570695.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -566388.937500 Penalty: 2801.125244
	Iteration 0F: 3 clusters Score -566388.9 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -567812.062500 Penalty: 2801.125244
	Iteration 1F: 3 clusters Score -567812.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -568242.562500 Penalty: 2801.125244
	Iteration 2F: 3 clusters Score -568242.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -568651.062500 Penalty: 2801.125244
	Iteration 3F: 3 clusters Score -568651.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -568984.187500 Penalty: 2801.125244
	Iteration 4F: 3 clusters Score -568984.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -569321.187500 Penalty: 2801.125244
	Iteration 5F: 3 clusters Score -569321.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -569571.187500 Penalty: 2801.125244
	Iteration 6Q: 3 clusters Score -569571.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -569708.437500 Penalty: 2801.125244
	Iteration 7Q: 3 clusters Score -569708.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -569784.187500 Penalty: 2801.125244
	Iteration 8Q: 3 clusters Score -569784.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -569839.625000 Penalty: 2801.125244
	Iteration 9Q: 3 clusters Score -569839.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -569884.312500 Penalty: 2801.125244
	Iteration 10Q: 3 clusters Score -569884.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -569917.875000 Penalty: 2801.125244
	Iteration 11Q: 3 clusters Score -569917.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -569934.187500 Penalty: 2801.125244
	Iteration 12Q: 3 clusters Score -569934.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -569948.625000 Penalty: 2801.125244
	Iteration 13Q: 3 clusters Score -569948.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -569955.937500 Penalty: 2801.125244
	Iteration 14Q: 3 clusters Score -569955.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -569961.437500 Penalty: 2801.125244
	Iteration 15Q: 3 clusters Score -569961.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -569961.625000 Penalty: 2801.125244
	Iteration 16Q: 3 clusters Score -569961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -569965.312500 Penalty: 2801.125244
	Iteration 17Q: 3 clusters Score -569965.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -569966.812500 Penalty: 2801.125244
	Iteration 18Q: 3 clusters Score -569966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -569967.500000 Penalty: 2801.125244
	Iteration 19Q: 3 clusters Score -569967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -569967.562500 Penalty: 2801.125244
	Iteration 20F: 3 clusters Score -569967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -569968.562500 Penalty: 2801.125244
	Iteration 21Q: 3 clusters Score -569968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -569968.187500 Penalty: 2801.125244
	Iteration 22Q: 3 clusters Score -569968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -569969.625000 Penalty: 2801.125244
	Iteration 23Q: 3 clusters Score -569969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -569970.187500 Penalty: 2801.125244
	Iteration 24Q: 3 clusters Score -569970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -569973.437500 Penalty: 2801.125244
	Iteration 25Q: 3 clusters Score -569973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -569973.625000 Penalty: 2801.125244
	Iteration 26Q: 3 clusters Score -569973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -569973.312500 Penalty: 2801.125244
	Iteration 27Q: 3 clusters Score -569973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -569972.750000 Penalty: 2801.125244
	Iteration 28Q: 3 clusters Score -569972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -569974.187500 Penalty: 2801.125244
	Iteration 29Q: 3 clusters Score -569974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -569973.500000 Penalty: 2801.125244
	Iteration 30Q: 3 clusters Score -569973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -569974.562500 Penalty: 2801.125244
	Iteration 31Q: 3 clusters Score -569974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -569973.625000 Penalty: 2801.125244
	Iteration 32Q: 3 clusters Score -569973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -569975.312500 Penalty: 2801.125244
	Iteration 33Q: 3 clusters Score -569975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -569975.125000 Penalty: 2801.125244
	Iteration 34Q: 3 clusters Score -569975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -569974.937500 Penalty: 2801.125244
	Iteration 35Q: 3 clusters Score -569974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -569976.250000 Penalty: 2801.125244
	Iteration 36Q: 3 clusters Score -569976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -569977.437500 Penalty: 2801.125244
	Iteration 37Q: 3 clusters Score -569977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -569976.375000 Penalty: 2801.125244
	Iteration 38Q: 3 clusters Score -569976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -569976.375000 Penalty: 2801.125244
	Iteration 39F: 3 clusters Score -569976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -66704.921875 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -66704.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65504.976562 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -65504.98 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65702.484375 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -65702.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65762.015625 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -65762.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65776.187500 Penalty: 2103.512451
	Iteration 3Q: 3 clusters Score -65776.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65792.468750 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -65792.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65800.500000 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -65800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65804.843750 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -65804.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65808.046875 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -65808.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65810.640625 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -65810.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65811.843750 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -65811.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65811.843750 Penalty: 2103.512451
	Iteration 10F: 3 clusters Score -65811.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Entering Unmasked Estep 
Score: -8055886.500000 Penalty: 1821.434814
	Iteration 0F: 2 clusters Score -8055886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -8006506.000000 Penalty: 3642.869629
	Iteration 0F: 3 clusters Score -8006506 nChanged 35069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -8026319.000000 Penalty: 3642.869629
	Iteration 1F: 3 clusters Score -8026319 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -8026788.000000 Penalty: 3642.869629
	Iteration 2Q: 3 clusters Score -8026788 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -8027260.500000 Penalty: 3642.869629
	Iteration 3Q: 3 clusters Score -8027260 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -8027776.500000 Penalty: 3642.869629
	Iteration 4Q: 3 clusters Score -8027776 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -8028302.000000 Penalty: 3642.869629
	Iteration 5Q: 3 clusters Score -8028302 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -8028949.500000 Penalty: 3642.869629
	Iteration 6Q: 3 clusters Score -8028950 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -8029711.000000 Penalty: 3642.869629
	Iteration 7Q: 3 clusters Score -8029711 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -8030617.000000 Penalty: 3642.869629
	Iteration 8Q: 3 clusters Score -8030617 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -8031772.500000 Penalty: 3642.869629
	Iteration 9Q: 3 clusters Score -8031772 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8033522.500000 Penalty: 3642.869629
	Iteration 10Q: 3 clusters Score -8033522 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -8035983.500000 Penalty: 3642.869629
	Iteration 11F: 3 clusters Score -8035984 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -8038874.000000 Penalty: 3642.869629
	Iteration 12F: 3 clusters Score -8038874 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -8041810.500000 Penalty: 3642.869629
	Iteration 13F: 3 clusters Score -8041810 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -8044040.000000 Penalty: 3642.869629
	Iteration 14Q: 3 clusters Score -8044040 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -8045370.500000 Penalty: 3642.869629
	Iteration 15Q: 3 clusters Score -8045370 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -8046182.500000 Penalty: 3642.869629
	Iteration 16Q: 3 clusters Score -8046182 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -8046871.500000 Penalty: 3642.869629
	Iteration 17Q: 3 clusters Score -8046872 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -8047522.500000 Penalty: 3642.869629
	Iteration 18Q: 3 clusters Score -8047522 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -8048263.500000 Penalty: 3642.869629
	Iteration 19Q: 3 clusters Score -8048264 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -8049017.000000 Penalty: 3642.869629
	Iteration 20F: 3 clusters Score -8049017 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -8049853.000000 Penalty: 3642.869629
	Iteration 21Q: 3 clusters Score -8049853 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -8050621.000000 Penalty: 3642.869629
	Iteration 22Q: 3 clusters Score -8050621 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -8051324.000000 Penalty: 3642.869629
	Iteration 23Q: 3 clusters Score -8051324 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -8051888.000000 Penalty: 3642.869629
	Iteration 24Q: 3 clusters Score -8051888 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -8052450.500000 Penalty: 3642.869629
	Iteration 25Q: 3 clusters Score -8052450 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -8052897.000000 Penalty: 3642.869629
	Iteration 26Q: 3 clusters Score -8052897 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -8053271.500000 Penalty: 3642.869629
	Iteration 27Q: 3 clusters Score -8053272 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -8053574.000000 Penalty: 3642.869629
	Iteration 28Q: 3 clusters Score -8053574 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -8053852.000000 Penalty: 3642.869629
	Iteration 29Q: 3 clusters Score -8053852 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -8054077.500000 Penalty: 3642.869629
	Iteration 30Q: 3 clusters Score -8054078 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -8054240.000000 Penalty: 3642.869629
	Iteration 31Q: 3 clusters Score -8054240 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -8054387.000000 Penalty: 3642.869629
	Iteration 32Q: 3 clusters Score -8054387 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -8054465.500000 Penalty: 3642.869629
	Iteration 33Q: 3 clusters Score -8054466 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -8054513.500000 Penalty: 3642.869629
	Iteration 34Q: 3 clusters Score -8054514 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -8054577.000000 Penalty: 3642.869629
	Iteration 35Q: 3 clusters Score -8054577 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -8054615.500000 Penalty: 3642.869629
	Iteration 36Q: 3 clusters Score -8054616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -8054642.000000 Penalty: 3642.869629
	Iteration 37Q: 3 clusters Score -8054642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -8054660.500000 Penalty: 3642.869629
	Iteration 38Q: 3 clusters Score -8054660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -8054663.500000 Penalty: 3642.869629
	Iteration 39Q: 3 clusters Score -8054664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -8054694.000000 Penalty: 3642.869629
	Iteration 40F: 3 clusters Score -8054694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -8054710.500000 Penalty: 3642.869629
	Iteration 41Q: 3 clusters Score -8054710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -8054718.500000 Penalty: 3642.869629
	Iteration 42Q: 3 clusters Score -8054718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -8054716.500000 Penalty: 3642.869629
	Iteration 43Q: 3 clusters Score -8054716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -8054719.500000 Penalty: 3642.869629
	Iteration 44Q: 3 clusters Score -8054720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -8054741.000000 Penalty: 3642.869629
	Iteration 45Q: 3 clusters Score -8054741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -8054754.000000 Penalty: 3642.869629
	Iteration 46Q: 3 clusters Score -8054754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -8054760.000000 Penalty: 3642.869629
	Iteration 47Q: 3 clusters Score -8054760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -8054767.500000 Penalty: 3642.869629
	Iteration 48Q: 3 clusters Score -8054768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -8054768.500000 Penalty: 3642.869629
	Iteration 49Q: 3 clusters Score -8054768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -8054770.000000 Penalty: 3642.869629
	Iteration 50Q: 3 clusters Score -8054770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -8054765.000000 Penalty: 3642.869629
	Iteration 51Q: 3 clusters Score -8054765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -8054768.500000 Penalty: 3642.869629
	Iteration 52Q: 3 clusters Score -8054768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -8054774.500000 Penalty: 3642.869629
	Iteration 53Q: 3 clusters Score -8054774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -8054774.500000 Penalty: 3642.869629
	Iteration 54Q: 3 clusters Score -8054774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -8054775.000000 Penalty: 3642.869629
	Iteration 55Q: 3 clusters Score -8054775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -8054772.500000 Penalty: 3642.869629
	Iteration 56Q: 3 clusters Score -8054772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -8054773.500000 Penalty: 3642.869629
	Iteration 57Q: 3 clusters Score -8054774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -8054782.000000 Penalty: 3642.869629
	Iteration 58Q: 3 clusters Score -8054782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -8054780.000000 Penalty: 3642.869629
	Iteration 59Q: 3 clusters Score -8054780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -8054774.500000 Penalty: 3642.869629
	Iteration 60F: 3 clusters Score -8054774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -8054771.000000 Penalty: 3642.869629
	Iteration 61Q: 3 clusters Score -8054771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -8054773.000000 Penalty: 3642.869629
	Iteration 62Q: 3 clusters Score -8054773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -8054774.000000 Penalty: 3642.869629
	Iteration 63Q: 3 clusters Score -8054774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -8054774.000000 Penalty: 3642.869629
	Iteration 64F: 3 clusters Score -8054774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Entering Unmasked Estep 
Score: -5292431.500000 Penalty: 1752.898804
	Iteration 0F: 2 clusters Score -5292432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5259871.500000 Penalty: 3505.797607
	Iteration 0F: 3 clusters Score -5259872 nChanged 22753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -5272770.500000 Penalty: 3505.797607
	Iteration 1F: 3 clusters Score -5272770 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -5273233.000000 Penalty: 3505.797607
	Iteration 2Q: 3 clusters Score -5273233 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -5273847.000000 Penalty: 3505.797607
	Iteration 3Q: 3 clusters Score -5273847 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5274703.000000 Penalty: 3505.797607
	Iteration 4Q: 3 clusters Score -5274703 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5275788.000000 Penalty: 3505.797607
	Iteration 5Q: 3 clusters Score -5275788 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5277242.500000 Penalty: 3505.797607
	Iteration 6F: 3 clusters Score -5277242 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5279138.500000 Penalty: 3505.797607
	Iteration 7F: 3 clusters Score -5279138 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5281414.500000 Penalty: 3505.797607
	Iteration 8F: 3 clusters Score -5281414 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -5283677.000000 Penalty: 3505.797607
	Iteration 9F: 3 clusters Score -5283677 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5285271.500000 Penalty: 3505.797607
	Iteration 10F: 3 clusters Score -5285272 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -5286224.500000 Penalty: 3505.797607
	Iteration 11Q: 3 clusters Score -5286224 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -5286821.500000 Penalty: 3505.797607
	Iteration 12Q: 3 clusters Score -5286822 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -5287327.000000 Penalty: 3505.797607
	Iteration 13Q: 3 clusters Score -5287327 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5287764.500000 Penalty: 3505.797607
	Iteration 14Q: 3 clusters Score -5287764 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -5288128.000000 Penalty: 3505.797607
	Iteration 15Q: 3 clusters Score -5288128 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -5288446.000000 Penalty: 3505.797607
	Iteration 16Q: 3 clusters Score -5288446 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -5288763.000000 Penalty: 3505.797607
	Iteration 17Q: 3 clusters Score -5288763 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -5289029.500000 Penalty: 3505.797607
	Iteration 18Q: 3 clusters Score -5289030 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -5289251.000000 Penalty: 3505.797607
	Iteration 19Q: 3 clusters Score -5289251 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -5289456.000000 Penalty: 3505.797607
	Iteration 20F: 3 clusters Score -5289456 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -5289637.000000 Penalty: 3505.797607
	Iteration 21Q: 3 clusters Score -5289637 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -5289849.000000 Penalty: 3505.797607
	Iteration 22Q: 3 clusters Score -5289849 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -5289970.500000 Penalty: 3505.797607
	Iteration 23Q: 3 clusters Score -5289970 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5290093.000000 Penalty: 3505.797607
	Iteration 24Q: 3 clusters Score -5290093 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -5290206.000000 Penalty: 3505.797607
	Iteration 25Q: 3 clusters Score -5290206 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -5290325.500000 Penalty: 3505.797607
	Iteration 26Q: 3 clusters Score -5290326 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5290403.500000 Penalty: 3505.797607
	Iteration 27Q: 3 clusters Score -5290404 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5290485.000000 Penalty: 3505.797607
	Iteration 28Q: 3 clusters Score -5290485 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5290547.000000 Penalty: 3505.797607
	Iteration 29Q: 3 clusters Score -5290547 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5290598.500000 Penalty: 3505.797607
	Iteration 30Q: 3 clusters Score -5290598 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5290654.500000 Penalty: 3505.797607
	Iteration 31Q: 3 clusters Score -5290654 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5290672.500000 Penalty: 3505.797607
	Iteration 32Q: 3 clusters Score -5290672 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5290696.500000 Penalty: 3505.797607
	Iteration 33Q: 3 clusters Score -5290696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5290723.500000 Penalty: 3505.797607
	Iteration 34Q: 3 clusters Score -5290724 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5290772.500000 Penalty: 3505.797607
	Iteration 35Q: 3 clusters Score -5290772 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5290794.500000 Penalty: 3505.797607
	Iteration 36Q: 3 clusters Score -5290794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5290820.000000 Penalty: 3505.797607
	Iteration 37Q: 3 clusters Score -5290820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5290849.000000 Penalty: 3505.797607
	Iteration 38Q: 3 clusters Score -5290849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5290856.000000 Penalty: 3505.797607
	Iteration 39Q: 3 clusters Score -5290856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5290862.500000 Penalty: 3505.797607
	Iteration 40F: 3 clusters Score -5290862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5290874.000000 Penalty: 3505.797607
	Iteration 41Q: 3 clusters Score -5290874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5290888.500000 Penalty: 3505.797607
	Iteration 42Q: 3 clusters Score -5290888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5290903.000000 Penalty: 3505.797607
	Iteration 43Q: 3 clusters Score -5290903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5290901.500000 Penalty: 3505.797607
	Iteration 44Q: 3 clusters Score -5290902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5290927.500000 Penalty: 3505.797607
	Iteration 45Q: 3 clusters Score -5290928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5290923.500000 Penalty: 3505.797607
	Iteration 46Q: 3 clusters Score -5290924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5290924.000000 Penalty: 3505.797607
	Iteration 47Q: 3 clusters Score -5290924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5290930.000000 Penalty: 3505.797607
	Iteration 48Q: 3 clusters Score -5290930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5290933.000000 Penalty: 3505.797607
	Iteration 49Q: 3 clusters Score -5290933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5290927.500000 Penalty: 3505.797607
	Iteration 50Q: 3 clusters Score -5290928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5290931.000000 Penalty: 3505.797607
	Iteration 51Q: 3 clusters Score -5290931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5290937.000000 Penalty: 3505.797607
	Iteration 52Q: 3 clusters Score -5290937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5290938.500000 Penalty: 3505.797607
	Iteration 53Q: 3 clusters Score -5290938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5290944.000000 Penalty: 3505.797607
	Iteration 54Q: 3 clusters Score -5290944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5290948.000000 Penalty: 3505.797607
	Iteration 55Q: 3 clusters Score -5290948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5290951.500000 Penalty: 3505.797607
	Iteration 56Q: 3 clusters Score -5290952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5290953.500000 Penalty: 3505.797607
	Iteration 57Q: 3 clusters Score -5290954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5290953.500000 Penalty: 3505.797607
	Iteration 58Q: 3 clusters Score -5290954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5290944.000000 Penalty: 3505.797607
	Iteration 59Q: 3 clusters Score -5290944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5290956.500000 Penalty: 3505.797607
	Iteration 60F: 3 clusters Score -5290956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5290958.000000 Penalty: 3505.797607
	Iteration 61Q: 3 clusters Score -5290958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5290953.000000 Penalty: 3505.797607
	Iteration 62Q: 3 clusters Score -5290953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5290954.000000 Penalty: 3505.797607
	Iteration 63Q: 3 clusters Score -5290954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5290941.500000 Penalty: 3505.797607
	Iteration 64Q: 3 clusters Score -5290942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5290949.000000 Penalty: 3505.797607
	Iteration 65Q: 3 clusters Score -5290949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5290949.000000 Penalty: 3505.797607
	Iteration 66Q: 3 clusters Score -5290949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5290948.000000 Penalty: 3505.797607
	Iteration 67Q: 3 clusters Score -5290948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5290955.000000 Penalty: 3505.797607
	Iteration 68Q: 3 clusters Score -5290955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5290959.000000 Penalty: 3505.797607
	Iteration 69Q: 3 clusters Score -5290959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5290963.000000 Penalty: 3505.797607
	Iteration 70Q: 3 clusters Score -5290963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5290956.500000 Penalty: 3505.797607
	Iteration 71Q: 3 clusters Score -5290956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5290961.000000 Penalty: 3505.797607
	Iteration 72Q: 3 clusters Score -5290961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5290968.000000 Penalty: 3505.797607
	Iteration 73Q: 3 clusters Score -5290968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5290968.500000 Penalty: 3505.797607
	Iteration 74Q: 3 clusters Score -5290968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5290971.500000 Penalty: 3505.797607
	Iteration 75Q: 3 clusters Score -5290972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5290972.500000 Penalty: 3505.797607
	Iteration 76Q: 3 clusters Score -5290972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5290973.000000 Penalty: 3505.797607
	Iteration 77Q: 3 clusters Score -5290973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5290974.000000 Penalty: 3505.797607
	Iteration 78Q: 3 clusters Score -5290974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5290979.500000 Penalty: 3505.797607
	Iteration 79Q: 3 clusters Score -5290980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5290971.500000 Penalty: 3505.797607
	Iteration 80F: 3 clusters Score -5290972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5290974.000000 Penalty: 3505.797607
	Iteration 81Q: 3 clusters Score -5290974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5290974.500000 Penalty: 3505.797607
	Iteration 82Q: 3 clusters Score -5290974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5290974.500000 Penalty: 3505.797607
	Iteration 83Q: 3 clusters Score -5290974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5290980.500000 Penalty: 3505.797607
	Iteration 84Q: 3 clusters Score -5290980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5290982.000000 Penalty: 3505.797607
	Iteration 85Q: 3 clusters Score -5290982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5290984.500000 Penalty: 3505.797607
	Iteration 86Q: 3 clusters Score -5290984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5290992.000000 Penalty: 3505.797607
	Iteration 87Q: 3 clusters Score -5290992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5290997.000000 Penalty: 3505.797607
	Iteration 88Q: 3 clusters Score -5290997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5290992.500000 Penalty: 3505.797607
	Iteration 89Q: 3 clusters Score -5290992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5290997.000000 Penalty: 3505.797607
	Iteration 90Q: 3 clusters Score -5290997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5290994.500000 Penalty: 3505.797607
	Iteration 91Q: 3 clusters Score -5290994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5290995.000000 Penalty: 3505.797607
	Iteration 92Q: 3 clusters Score -5290995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5290998.500000 Penalty: 3505.797607
	Iteration 93Q: 3 clusters Score -5290998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5290998.500000 Penalty: 3505.797607
	Iteration 94Q: 3 clusters Score -5290998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5291002.000000 Penalty: 3505.797607
	Iteration 95Q: 3 clusters Score -5291002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5291007.500000 Penalty: 3505.797607
	Iteration 96Q: 3 clusters Score -5291008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5291004.000000 Penalty: 3505.797607
	Iteration 97Q: 3 clusters Score -5291004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5291005.500000 Penalty: 3505.797607
	Iteration 98Q: 3 clusters Score -5291006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5291006.500000 Penalty: 3505.797607
	Iteration 99Q: 3 clusters Score -5291006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5291005.500000 Penalty: 3505.797607
	Iteration 100F: 3 clusters Score -5291006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5291009.500000 Penalty: 3505.797607
	Iteration 101Q: 3 clusters Score -5291010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5291010.500000 Penalty: 3505.797607
	Iteration 102Q: 3 clusters Score -5291010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5291015.000000 Penalty: 3505.797607
	Iteration 103Q: 3 clusters Score -5291015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5291019.500000 Penalty: 3505.797607
	Iteration 104Q: 3 clusters Score -5291020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5291020.500000 Penalty: 3505.797607
	Iteration 105Q: 3 clusters Score -5291020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5291023.000000 Penalty: 3505.797607
	Iteration 106Q: 3 clusters Score -5291023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5291027.000000 Penalty: 3505.797607
	Iteration 107Q: 3 clusters Score -5291027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5291027.500000 Penalty: 3505.797607
	Iteration 108Q: 3 clusters Score -5291028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5291031.500000 Penalty: 3505.797607
	Iteration 109Q: 3 clusters Score -5291032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5291031.000000 Penalty: 3505.797607
	Iteration 110Q: 3 clusters Score -5291031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5291032.000000 Penalty: 3505.797607
	Iteration 111Q: 3 clusters Score -5291032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5291037.500000 Penalty: 3505.797607
	Iteration 112Q: 3 clusters Score -5291038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5291038.500000 Penalty: 3505.797607
	Iteration 113Q: 3 clusters Score -5291038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5291038.500000 Penalty: 3505.797607
	Iteration 114F: 3 clusters Score -5291038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Entering Unmasked Estep 
Score: -4455339.000000 Penalty: 1730.945923
	Iteration 0F: 2 clusters Score -4455339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4427132.000000 Penalty: 3461.891846
	Iteration 0F: 3 clusters Score -4427132 nChanged 19620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -4438052.500000 Penalty: 3461.891846
	Iteration 1F: 3 clusters Score -4438052 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4438429.000000 Penalty: 3461.891846
	Iteration 2Q: 3 clusters Score -4438429 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4438739.000000 Penalty: 3461.891846
	Iteration 3Q: 3 clusters Score -4438739 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4439071.000000 Penalty: 3461.891846
	Iteration 4Q: 3 clusters Score -4439071 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -4439518.500000 Penalty: 3461.891846
	Iteration 5Q: 3 clusters Score -4439518 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4440128.500000 Penalty: 3461.891846
	Iteration 6Q: 3 clusters Score -4440128 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -4441164.500000 Penalty: 3461.891846
	Iteration 7Q: 3 clusters Score -4441164 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -4442820.500000 Penalty: 3461.891846
	Iteration 8F: 3 clusters Score -4442820 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4445150.000000 Penalty: 3461.891846
	Iteration 9F: 3 clusters Score -4445150 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4448000.000000 Penalty: 3461.891846
	Iteration 10F: 3 clusters Score -4448000 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4450426.000000 Penalty: 3461.891846
	Iteration 11F: 3 clusters Score -4450426 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4452125.000000 Penalty: 3461.891846
	Iteration 12Q: 3 clusters Score -4452125 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4453053.500000 Penalty: 3461.891846
	Iteration 13Q: 3 clusters Score -4453054 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4453468.500000 Penalty: 3461.891846
	Iteration 14Q: 3 clusters Score -4453468 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4453653.500000 Penalty: 3461.891846
	Iteration 15Q: 3 clusters Score -4453654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4453749.000000 Penalty: 3461.891846
	Iteration 16Q: 3 clusters Score -4453749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4453785.000000 Penalty: 3461.891846
	Iteration 17Q: 3 clusters Score -4453785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4453809.000000 Penalty: 3461.891846
	Iteration 18Q: 3 clusters Score -4453809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4453832.000000 Penalty: 3461.891846
	Iteration 19Q: 3 clusters Score -4453832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4453878.000000 Penalty: 3461.891846
	Iteration 20F: 3 clusters Score -4453878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4453889.500000 Penalty: 3461.891846
	Iteration 21Q: 3 clusters Score -4453890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4453904.000000 Penalty: 3461.891846
	Iteration 22Q: 3 clusters Score -4453904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4453918.000000 Penalty: 3461.891846
	Iteration 23Q: 3 clusters Score -4453918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4453922.500000 Penalty: 3461.891846
	Iteration 24Q: 3 clusters Score -4453922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4453922.000000 Penalty: 3461.891846
	Iteration 25Q: 3 clusters Score -4453922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4453924.500000 Penalty: 3461.891846
	Iteration 26Q: 3 clusters Score -4453924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4453924.500000 Penalty: 3461.891846
	Iteration 27F: 3 clusters Score -4453924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132778 members 
Entering Unmasked Estep 
Score: -14408067.000000 Penalty: 1916.920410
	Iteration 0F: 2 clusters Score -1.440807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -14319118.000000 Penalty: 3833.840820
	Iteration 0F: 3 clusters Score -1.431912e+07 nChanged 63916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -14356327.000000 Penalty: 3833.840820
	Iteration 1F: 3 clusters Score -1.435633e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -14357800.000000 Penalty: 3833.840820
	Iteration 2Q: 3 clusters Score -1.43578e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -14359535.000000 Penalty: 3833.840820
	Iteration 3Q: 3 clusters Score -1.435954e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -14361874.000000 Penalty: 3833.840820
	Iteration 4Q: 3 clusters Score -1.436187e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -14364506.000000 Penalty: 3833.840820
	Iteration 5Q: 3 clusters Score -1.436451e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -14367720.000000 Penalty: 3833.840820
	Iteration 6Q: 3 clusters Score -1.436772e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -14371012.000000 Penalty: 3833.840820
	Iteration 7F: 3 clusters Score -1.437101e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -14374427.000000 Penalty: 3833.840820
	Iteration 8Q: 3 clusters Score -1.437443e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -14378221.000000 Penalty: 3833.840820
	Iteration 9F: 3 clusters Score -1.437822e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -14382496.000000 Penalty: 3833.840820
	Iteration 10F: 3 clusters Score -1.43825e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -14386130.000000 Penalty: 3833.840820
	Iteration 11Q: 3 clusters Score -1.438613e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -14388332.000000 Penalty: 3833.840820
	Iteration 12Q: 3 clusters Score -1.438833e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -14389285.000000 Penalty: 3833.840820
	Iteration 13Q: 3 clusters Score -1.438928e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -14389658.000000 Penalty: 3833.840820
	Iteration 14Q: 3 clusters Score -1.438966e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -14389863.000000 Penalty: 3833.840820
	Iteration 15Q: 3 clusters Score -1.438986e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 81798 members 
Entering Unmasked Estep 
Score: -14390106.000000 Penalty: 3833.840820
	Iteration 16Q: 3 clusters Score -1.439011e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -14390334.000000 Penalty: 3833.840820
	Iteration 17Q: 3 clusters Score -1.439033e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -14390510.000000 Penalty: 3833.840820
	Iteration 18Q: 3 clusters Score -1.439051e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -14390664.000000 Penalty: 3833.840820
	Iteration 19Q: 3 clusters Score -1.439066e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -14390888.000000 Penalty: 3833.840820
	Iteration 20F: 3 clusters Score -1.439089e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -14391115.000000 Penalty: 3833.840820
	Iteration 21Q: 3 clusters Score -1.439112e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -14391299.000000 Penalty: 3833.840820
	Iteration 22Q: 3 clusters Score -1.43913e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 86172 members 
Entering Unmasked Estep 
Score: -14391441.000000 Penalty: 3833.840820
	Iteration 23Q: 3 clusters Score -1.439144e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -14391631.000000 Penalty: 3833.840820
	Iteration 24Q: 3 clusters Score -1.439163e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 87832 members 
Entering Unmasked Estep 
Score: -14391801.000000 Penalty: 3833.840820
	Iteration 25Q: 3 clusters Score -1.43918e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -14392007.000000 Penalty: 3833.840820
	Iteration 26Q: 3 clusters Score -1.439201e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 89741 members 
Entering Unmasked Estep 
Score: -14392249.000000 Penalty: 3833.840820
	Iteration 27Q: 3 clusters Score -1.439225e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -14392512.000000 Penalty: 3833.840820
	Iteration 28Q: 3 clusters Score -1.439251e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -14392735.000000 Penalty: 3833.840820
	Iteration 29Q: 3 clusters Score -1.439274e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -14392962.000000 Penalty: 3833.840820
	Iteration 30Q: 3 clusters Score -1.439296e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -14393238.000000 Penalty: 3833.840820
	Iteration 31Q: 3 clusters Score -1.439324e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 95682 members 
Entering Unmasked Estep 
Score: -14393500.000000 Penalty: 3833.840820
	Iteration 32Q: 3 clusters Score -1.43935e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 97065 members 
Entering Unmasked Estep 
Score: -14393858.000000 Penalty: 3833.840820
	Iteration 33Q: 3 clusters Score -1.439386e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -14394176.000000 Penalty: 3833.840820
	Iteration 34Q: 3 clusters Score -1.439418e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 100061 members 
Entering Unmasked Estep 
Score: -14394505.000000 Penalty: 3833.840820
	Iteration 35Q: 3 clusters Score -1.43945e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -14394848.000000 Penalty: 3833.840820
	Iteration 36Q: 3 clusters Score -1.439485e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -14395363.000000 Penalty: 3833.840820
	Iteration 37Q: 3 clusters Score -1.439536e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -14395880.000000 Penalty: 3833.840820
	Iteration 38Q: 3 clusters Score -1.439588e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 106765 members 
Entering Unmasked Estep 
Score: -14396305.000000 Penalty: 3833.840820
	Iteration 39Q: 3 clusters Score -1.43963e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 108528 members 
Entering Unmasked Estep 
Score: -14396816.000000 Penalty: 3833.840820
	Iteration 40F: 3 clusters Score -1.439682e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -14397285.000000 Penalty: 3833.840820
	Iteration 41Q: 3 clusters Score -1.439728e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -14397891.000000 Penalty: 3833.840820
	Iteration 42Q: 3 clusters Score -1.439789e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -14398612.000000 Penalty: 3833.840820
	Iteration 43Q: 3 clusters Score -1.439861e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 116077 members 
Entering Unmasked Estep 
Score: -14399355.000000 Penalty: 3833.840820
	Iteration 44Q: 3 clusters Score -1.439936e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 118013 members 
Entering Unmasked Estep 
Score: -14400170.000000 Penalty: 3833.840820
	Iteration 45Q: 3 clusters Score -1.440017e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 119865 members 
Entering Unmasked Estep 
Score: -14400877.000000 Penalty: 3833.840820
	Iteration 46Q: 3 clusters Score -1.440088e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 121720 members 
Entering Unmasked Estep 
Score: -14401627.000000 Penalty: 3833.840820
	Iteration 47Q: 3 clusters Score -1.440163e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 123458 members 
Entering Unmasked Estep 
Score: -14402461.000000 Penalty: 3833.840820
	Iteration 48Q: 3 clusters Score -1.440246e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 125071 members 
Entering Unmasked Estep 
Score: -14403233.000000 Penalty: 3833.840820
	Iteration 49Q: 3 clusters Score -1.440323e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -14403955.000000 Penalty: 3833.840820
	Iteration 50Q: 3 clusters Score -1.440396e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 127818 members 
Entering Unmasked Estep 
Score: -14404561.000000 Penalty: 3833.840820
	Iteration 51Q: 3 clusters Score -1.440456e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 128834 members 
Entering Unmasked Estep 
Score: -14405017.000000 Penalty: 3833.840820
	Iteration 52Q: 3 clusters Score -1.440502e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 129642 members 
Entering Unmasked Estep 
Score: -14405453.000000 Penalty: 3833.840820
	Iteration 53Q: 3 clusters Score -1.440545e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 130245 members 
Entering Unmasked Estep 
Score: -14405732.000000 Penalty: 3833.840820
	Iteration 54Q: 3 clusters Score -1.440573e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 130720 members 
Entering Unmasked Estep 
Score: -14405905.000000 Penalty: 3833.840820
	Iteration 55Q: 3 clusters Score -1.44059e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 131059 members 
Entering Unmasked Estep 
Score: -14406081.000000 Penalty: 3833.840820
	Iteration 56Q: 3 clusters Score -1.440608e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 131290 members 
Entering Unmasked Estep 
Score: -14406199.000000 Penalty: 3833.840820
	Iteration 57Q: 3 clusters Score -1.44062e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 131481 members 
Entering Unmasked Estep 
Score: -14406298.000000 Penalty: 3833.840820
	Iteration 58Q: 3 clusters Score -1.44063e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 131609 members 
Entering Unmasked Estep 
Score: -14406363.000000 Penalty: 3833.840820
	Iteration 59Q: 3 clusters Score -1.440636e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 131703 members 
Entering Unmasked Estep 
Score: -14406409.000000 Penalty: 3833.840820
	Iteration 60F: 3 clusters Score -1.440641e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 131771 members 
Entering Unmasked Estep 
Score: -14406438.000000 Penalty: 3833.840820
	Iteration 61Q: 3 clusters Score -1.440644e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 131828 members 
Entering Unmasked Estep 
Score: -14406466.000000 Penalty: 3833.840820
	Iteration 62Q: 3 clusters Score -1.440647e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 131858 members 
Entering Unmasked Estep 
Score: -14406509.000000 Penalty: 3833.840820
	Iteration 63Q: 3 clusters Score -1.440651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 131884 members 
Entering Unmasked Estep 
Score: -14406503.000000 Penalty: 3833.840820
	Iteration 64Q: 3 clusters Score -1.44065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 131899 members 
Entering Unmasked Estep 
Score: -14406517.000000 Penalty: 3833.840820
	Iteration 65Q: 3 clusters Score -1.440652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 131916 members 
Entering Unmasked Estep 
Score: -14406520.000000 Penalty: 3833.840820
	Iteration 66Q: 3 clusters Score -1.440652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 131930 members 
Entering Unmasked Estep 
Score: -14406515.000000 Penalty: 3833.840820
	Iteration 67Q: 3 clusters Score -1.440652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -14406525.000000 Penalty: 3833.840820
	Iteration 68Q: 3 clusters Score -1.440652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 131945 members 
Entering Unmasked Estep 
Score: -14406528.000000 Penalty: 3833.840820
	Iteration 69Q: 3 clusters Score -1.440653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -14406536.000000 Penalty: 3833.840820
	Iteration 70Q: 3 clusters Score -1.440654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 131962 members 
Entering Unmasked Estep 
Score: -14406535.000000 Penalty: 3833.840820
	Iteration 71Q: 3 clusters Score -1.440654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 131974 members 
Entering Unmasked Estep 
Score: -14406532.000000 Penalty: 3833.840820
	Iteration 72Q: 3 clusters Score -1.440653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 131979 members 
Entering Unmasked Estep 
Score: -14406539.000000 Penalty: 3833.840820
	Iteration 73Q: 3 clusters Score -1.440654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 131987 members 
Entering Unmasked Estep 
Score: -14406542.000000 Penalty: 3833.840820
	Iteration 74Q: 3 clusters Score -1.440654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 131990 members 
Entering Unmasked Estep 
Score: -14406544.000000 Penalty: 3833.840820
	Iteration 75Q: 3 clusters Score -1.440654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -14406540.000000 Penalty: 3833.840820
	Iteration 76Q: 3 clusters Score -1.440654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -14406539.000000 Penalty: 3833.840820
	Iteration 77Q: 3 clusters Score -1.440654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 131990 members 
Entering Unmasked Estep 
Score: -14406541.000000 Penalty: 3833.840820
	Iteration 78Q: 3 clusters Score -1.440654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 131991 members 
Entering Unmasked Estep 
Score: -14406539.000000 Penalty: 3833.840820
	Iteration 79Q: 3 clusters Score -1.440654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 131994 members 
Entering Unmasked Estep 
Score: -14406530.000000 Penalty: 3833.840820
	Iteration 80F: 3 clusters Score -1.440653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 131998 members 
Entering Unmasked Estep 
Score: -14406541.000000 Penalty: 3833.840820
	Iteration 81Q: 3 clusters Score -1.440654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 132008 members 
Entering Unmasked Estep 
Score: -14406524.000000 Penalty: 3833.840820
	Iteration 82Q: 3 clusters Score -1.440652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 132012 members 
Entering Unmasked Estep 
Score: -14406517.000000 Penalty: 3833.840820
	Iteration 83Q: 3 clusters Score -1.440652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 132019 members 
Entering Unmasked Estep 
Score: -14406527.000000 Penalty: 3833.840820
	Iteration 84Q: 3 clusters Score -1.440653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 132025 members 
Entering Unmasked Estep 
Score: -14406518.000000 Penalty: 3833.840820
	Iteration 85Q: 3 clusters Score -1.440652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 132029 members 
Entering Unmasked Estep 
Score: -14406522.000000 Penalty: 3833.840820
	Iteration 86Q: 3 clusters Score -1.440652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 132033 members 
Entering Unmasked Estep 
Score: -14406532.000000 Penalty: 3833.840820
	Iteration 87Q: 3 clusters Score -1.440653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 132036 members 
Entering Unmasked Estep 
Score: -14406535.000000 Penalty: 3833.840820
	Iteration 88Q: 3 clusters Score -1.440654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 132037 members 
Entering Unmasked Estep 
Score: -14406531.000000 Penalty: 3833.840820
	Iteration 89Q: 3 clusters Score -1.440653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 132038 members 
Entering Unmasked Estep 
Score: -14406534.000000 Penalty: 3833.840820
	Iteration 90Q: 3 clusters Score -1.440653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -14406527.000000 Penalty: 3833.840820
	Iteration 91Q: 3 clusters Score -1.440653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 132041 members 
Entering Unmasked Estep 
Score: -14406537.000000 Penalty: 3833.840820
	Iteration 92Q: 3 clusters Score -1.440654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
Score: -14406537.000000 Penalty: 3833.840820
	Iteration 93Q: 3 clusters Score -1.440654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 132045 members 
Entering Unmasked Estep 
Score: -14406530.000000 Penalty: 3833.840820
	Iteration 94Q: 3 clusters Score -1.440653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 132051 members 
Entering Unmasked Estep 
Score: -14406544.000000 Penalty: 3833.840820
	Iteration 95Q: 3 clusters Score -1.440654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 132055 members 
Entering Unmasked Estep 
Score: -14406541.000000 Penalty: 3833.840820
	Iteration 96Q: 3 clusters Score -1.440654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -14406543.000000 Penalty: 3833.840820
	Iteration 97Q: 3 clusters Score -1.440654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 132059 members 
Entering Unmasked Estep 
Score: -14406546.000000 Penalty: 3833.840820
	Iteration 98Q: 3 clusters Score -1.440655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 132062 members 
Entering Unmasked Estep 
Score: -14406548.000000 Penalty: 3833.840820
	Iteration 99Q: 3 clusters Score -1.440655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 132064 members 
Entering Unmasked Estep 
Score: -14406544.000000 Penalty: 3833.840820
	Iteration 100F: 3 clusters Score -1.440654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 132064 members 
Entering Unmasked Estep 
Score: -14406547.000000 Penalty: 3833.840820
	Iteration 101Q: 3 clusters Score -1.440655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 132065 members 
Entering Unmasked Estep 
Score: -14406541.000000 Penalty: 3833.840820
	Iteration 102Q: 3 clusters Score -1.440654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 132065 members 
Entering Unmasked Estep 
Score: -14406541.000000 Penalty: 3833.840820
	Iteration 103F: 3 clusters Score -1.440654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Entering Unmasked Estep 
Score: -4488000.000000 Penalty: 1730.561035
	Iteration 0F: 2 clusters Score -4488000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4459765.000000 Penalty: 3461.122070
	Iteration 0F: 3 clusters Score -4459765 nChanged 19743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4470708.500000 Penalty: 3461.122070
	Iteration 1F: 3 clusters Score -4470708 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4471237.500000 Penalty: 3461.122070
	Iteration 2Q: 3 clusters Score -4471238 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4472033.500000 Penalty: 3461.122070
	Iteration 3Q: 3 clusters Score -4472034 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -4473332.500000 Penalty: 3461.122070
	Iteration 4F: 3 clusters Score -4473332 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -4475358.500000 Penalty: 3461.122070
	Iteration 5F: 3 clusters Score -4475358 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4478249.500000 Penalty: 3461.122070
	Iteration 6F: 3 clusters Score -4478250 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4481288.500000 Penalty: 3461.122070
	Iteration 7F: 3 clusters Score -4481288 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -4483714.000000 Penalty: 3461.122070
	Iteration 8F: 3 clusters Score -4483714 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -4485150.000000 Penalty: 3461.122070
	Iteration 9Q: 3 clusters Score -4485150 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4485947.500000 Penalty: 3461.122070
	Iteration 10Q: 3 clusters Score -4485948 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -4486321.500000 Penalty: 3461.122070
	Iteration 11Q: 3 clusters Score -4486322 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -4486538.500000 Penalty: 3461.122070
	Iteration 12Q: 3 clusters Score -4486538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4486632.500000 Penalty: 3461.122070
	Iteration 13Q: 3 clusters Score -4486632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4486690.500000 Penalty: 3461.122070
	Iteration 14Q: 3 clusters Score -4486690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4486728.000000 Penalty: 3461.122070
	Iteration 15Q: 3 clusters Score -4486728 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -4486740.500000 Penalty: 3461.122070
	Iteration 16Q: 3 clusters Score -4486740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -4486751.500000 Penalty: 3461.122070
	Iteration 17Q: 3 clusters Score -4486752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -4486770.000000 Penalty: 3461.122070
	Iteration 18Q: 3 clusters Score -4486770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -4486776.000000 Penalty: 3461.122070
	Iteration 19Q: 3 clusters Score -4486776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -4486788.000000 Penalty: 3461.122070
	Iteration 20F: 3 clusters Score -4486788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -4486791.500000 Penalty: 3461.122070
	Iteration 21Q: 3 clusters Score -4486792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -4486795.000000 Penalty: 3461.122070
	Iteration 22Q: 3 clusters Score -4486795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -4486793.000000 Penalty: 3461.122070
	Iteration 23Q: 3 clusters Score -4486793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -4486795.000000 Penalty: 3461.122070
	Iteration 24Q: 3 clusters Score -4486795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -4486803.500000 Penalty: 3461.122070
	Iteration 25Q: 3 clusters Score -4486804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -4486800.500000 Penalty: 3461.122070
	Iteration 26Q: 3 clusters Score -4486800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -4486808.500000 Penalty: 3461.122070
	Iteration 27Q: 3 clusters Score -4486808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -4486809.000000 Penalty: 3461.122070
	Iteration 28Q: 3 clusters Score -4486809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -4486811.000000 Penalty: 3461.122070
	Iteration 29Q: 3 clusters Score -4486811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4486817.500000 Penalty: 3461.122070
	Iteration 30Q: 3 clusters Score -4486818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -4486825.000000 Penalty: 3461.122070
	Iteration 31Q: 3 clusters Score -4486825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -4486822.000000 Penalty: 3461.122070
	Iteration 32Q: 3 clusters Score -4486822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -4486826.000000 Penalty: 3461.122070
	Iteration 33Q: 3 clusters Score -4486826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -4486828.500000 Penalty: 3461.122070
	Iteration 34Q: 3 clusters Score -4486828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -4486826.500000 Penalty: 3461.122070
	Iteration 35Q: 3 clusters Score -4486826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -4486827.000000 Penalty: 3461.122070
	Iteration 36Q: 3 clusters Score -4486827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4486831.500000 Penalty: 3461.122070
	Iteration 37Q: 3 clusters Score -4486832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -4486834.000000 Penalty: 3461.122070
	Iteration 38Q: 3 clusters Score -4486834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -4486828.500000 Penalty: 3461.122070
	Iteration 39Q: 3 clusters Score -4486828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -4486828.000000 Penalty: 3461.122070
	Iteration 40F: 3 clusters Score -4486828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -4486831.500000 Penalty: 3461.122070
	Iteration 41Q: 3 clusters Score -4486832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -4486831.000000 Penalty: 3461.122070
	Iteration 42Q: 3 clusters Score -4486831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -4486833.000000 Penalty: 3461.122070
	Iteration 43Q: 3 clusters Score -4486833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -4486833.000000 Penalty: 3461.122070
	Iteration 44F: 3 clusters Score -4486833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (191604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191604 members 
Entering Unmasked Estep 
Score: -20732428.000000 Penalty: 1976.517700
	Iteration 0F: 2 clusters Score -2.073243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95800 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -20606408.000000 Penalty: 3953.035400
	Iteration 0F: 3 clusters Score -2.060641e+07 nChanged 92604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -20661258.000000 Penalty: 3953.035400
	Iteration 1F: 3 clusters Score -2.066126e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -20662024.000000 Penalty: 3953.035400
	Iteration 2Q: 3 clusters Score -2.066202e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -20662982.000000 Penalty: 3953.035400
	Iteration 3Q: 3 clusters Score -2.066298e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 102542 members 
Entering Unmasked Estep 
Score: -20664036.000000 Penalty: 3953.035400
	Iteration 4Q: 3 clusters Score -2.066404e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85584 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -20665462.000000 Penalty: 3953.035400
	Iteration 5Q: 3 clusters Score -2.066546e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 111120 members 
Entering Unmasked Estep 
Score: -20667746.000000 Penalty: 3953.035400
	Iteration 6Q: 3 clusters Score -2.066775e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 118430 members 
Entering Unmasked Estep 
Score: -20672060.000000 Penalty: 3953.035400
	Iteration 7Q: 3 clusters Score -2.067206e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 128113 members 
Entering Unmasked Estep 
Score: -20678780.000000 Penalty: 3953.035400
	Iteration 8F: 3 clusters Score -2.067878e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 139605 members 
Entering Unmasked Estep 
Score: -20688680.000000 Penalty: 3953.035400
	Iteration 9F: 3 clusters Score -2.068868e+07 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 151009 members 
Entering Unmasked Estep 
Score: -20699874.000000 Penalty: 3953.035400
	Iteration 10F: 3 clusters Score -2.069987e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 160009 members 
Entering Unmasked Estep 
Score: -20709920.000000 Penalty: 3953.035400
	Iteration 11F: 3 clusters Score -2.070992e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 165670 members 
Entering Unmasked Estep 
Score: -20716464.000000 Penalty: 3953.035400
	Iteration 12Q: 3 clusters Score -2.071646e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 169487 members 
Entering Unmasked Estep 
Score: -20720214.000000 Penalty: 3953.035400
	Iteration 13Q: 3 clusters Score -2.072021e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 172426 members 
Entering Unmasked Estep 
Score: -20722622.000000 Penalty: 3953.035400
	Iteration 14Q: 3 clusters Score -2.072262e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 174849 members 
Entering Unmasked Estep 
Score: -20724216.000000 Penalty: 3953.035400
	Iteration 15Q: 3 clusters Score -2.072422e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 176887 members 
Entering Unmasked Estep 
Score: -20725556.000000 Penalty: 3953.035400
	Iteration 16Q: 3 clusters Score -2.072556e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 178567 members 
Entering Unmasked Estep 
Score: -20726616.000000 Penalty: 3953.035400
	Iteration 17Q: 3 clusters Score -2.072662e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 180029 members 
Entering Unmasked Estep 
Score: -20727552.000000 Penalty: 3953.035400
	Iteration 18Q: 3 clusters Score -2.072755e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 181321 members 
Entering Unmasked Estep 
Score: -20728444.000000 Penalty: 3953.035400
	Iteration 19Q: 3 clusters Score -2.072844e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 182335 members 
Entering Unmasked Estep 
Score: -20728908.000000 Penalty: 3953.035400
	Iteration 20F: 3 clusters Score -2.072891e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 183150 members 
Entering Unmasked Estep 
Score: -20729168.000000 Penalty: 3953.035400
	Iteration 21Q: 3 clusters Score -2.072917e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 183871 members 
Entering Unmasked Estep 
Score: -20729456.000000 Penalty: 3953.035400
	Iteration 22Q: 3 clusters Score -2.072946e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 184485 members 
Entering Unmasked Estep 
Score: -20729588.000000 Penalty: 3953.035400
	Iteration 23Q: 3 clusters Score -2.072959e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 185055 members 
Entering Unmasked Estep 
Score: -20729806.000000 Penalty: 3953.035400
	Iteration 24Q: 3 clusters Score -2.072981e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 185588 members 
Entering Unmasked Estep 
Score: -20730010.000000 Penalty: 3953.035400
	Iteration 25Q: 3 clusters Score -2.073001e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 186080 members 
Entering Unmasked Estep 
Score: -20730150.000000 Penalty: 3953.035400
	Iteration 26Q: 3 clusters Score -2.073015e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 186521 members 
Entering Unmasked Estep 
Score: -20730240.000000 Penalty: 3953.035400
	Iteration 27Q: 3 clusters Score -2.073024e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 186881 members 
Entering Unmasked Estep 
Score: -20730326.000000 Penalty: 3953.035400
	Iteration 28Q: 3 clusters Score -2.073033e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 187197 members 
Entering Unmasked Estep 
Score: -20730330.000000 Penalty: 3953.035400
	Iteration 29Q: 3 clusters Score -2.073033e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 187479 members 
Entering Unmasked Estep 
Score: -20730386.000000 Penalty: 3953.035400
	Iteration 30Q: 3 clusters Score -2.073039e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 187741 members 
Entering Unmasked Estep 
Score: -20730436.000000 Penalty: 3953.035400
	Iteration 31Q: 3 clusters Score -2.073044e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 187986 members 
Entering Unmasked Estep 
Score: -20730542.000000 Penalty: 3953.035400
	Iteration 32Q: 3 clusters Score -2.073054e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 188187 members 
Entering Unmasked Estep 
Score: -20730550.000000 Penalty: 3953.035400
	Iteration 33Q: 3 clusters Score -2.073055e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 188363 members 
Entering Unmasked Estep 
Score: -20730594.000000 Penalty: 3953.035400
	Iteration 34Q: 3 clusters Score -2.073059e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 188552 members 
Entering Unmasked Estep 
Score: -20730620.000000 Penalty: 3953.035400
	Iteration 35Q: 3 clusters Score -2.073062e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 188720 members 
Entering Unmasked Estep 
Score: -20730614.000000 Penalty: 3953.035400
	Iteration 36Q: 3 clusters Score -2.073061e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 188879 members 
Entering Unmasked Estep 
Score: -20730620.000000 Penalty: 3953.035400
	Iteration 37Q: 3 clusters Score -2.073062e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 189034 members 
Entering Unmasked Estep 
Score: -20730638.000000 Penalty: 3953.035400
	Iteration 38Q: 3 clusters Score -2.073064e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 189177 members 
Entering Unmasked Estep 
Score: -20730678.000000 Penalty: 3953.035400
	Iteration 39Q: 3 clusters Score -2.073068e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 189322 members 
Entering Unmasked Estep 
Score: -20730724.000000 Penalty: 3953.035400
	Iteration 40F: 3 clusters Score -2.073072e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 189465 members 
Entering Unmasked Estep 
Score: -20730748.000000 Penalty: 3953.035400
	Iteration 41Q: 3 clusters Score -2.073075e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 189593 members 
Entering Unmasked Estep 
Score: -20730728.000000 Penalty: 3953.035400
	Iteration 42Q: 3 clusters Score -2.073073e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 189704 members 
Entering Unmasked Estep 
Score: -20730742.000000 Penalty: 3953.035400
	Iteration 43Q: 3 clusters Score -2.073074e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 189802 members 
Entering Unmasked Estep 
Score: -20730760.000000 Penalty: 3953.035400
	Iteration 44Q: 3 clusters Score -2.073076e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 189895 members 
Entering Unmasked Estep 
Score: -20730758.000000 Penalty: 3953.035400
	Iteration 45Q: 3 clusters Score -2.073076e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 189990 members 
Entering Unmasked Estep 
Score: -20730826.000000 Penalty: 3953.035400
	Iteration 46Q: 3 clusters Score -2.073083e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 190080 members 
Entering Unmasked Estep 
Score: -20730826.000000 Penalty: 3953.035400
	Iteration 47Q: 3 clusters Score -2.073083e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 190146 members 
Entering Unmasked Estep 
Score: -20730880.000000 Penalty: 3953.035400
	Iteration 48Q: 3 clusters Score -2.073088e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 190193 members 
Entering Unmasked Estep 
Score: -20730878.000000 Penalty: 3953.035400
	Iteration 49Q: 3 clusters Score -2.073088e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 190248 members 
Entering Unmasked Estep 
Score: -20730888.000000 Penalty: 3953.035400
	Iteration 50Q: 3 clusters Score -2.073089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 190293 members 
Entering Unmasked Estep 
Score: -20730876.000000 Penalty: 3953.035400
	Iteration 51Q: 3 clusters Score -2.073088e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 190338 members 
Entering Unmasked Estep 
Score: -20730872.000000 Penalty: 3953.035400
	Iteration 52Q: 3 clusters Score -2.073087e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 190372 members 
Entering Unmasked Estep 
Score: -20730876.000000 Penalty: 3953.035400
	Iteration 53Q: 3 clusters Score -2.073088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 190398 members 
Entering Unmasked Estep 
Score: -20730870.000000 Penalty: 3953.035400
	Iteration 54Q: 3 clusters Score -2.073087e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 190429 members 
Entering Unmasked Estep 
Score: -20730870.000000 Penalty: 3953.035400
	Iteration 55Q: 3 clusters Score -2.073087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 190452 members 
Entering Unmasked Estep 
Score: -20730876.000000 Penalty: 3953.035400
	Iteration 56Q: 3 clusters Score -2.073088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 190469 members 
Entering Unmasked Estep 
Score: -20730882.000000 Penalty: 3953.035400
	Iteration 57Q: 3 clusters Score -2.073088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 190484 members 
Entering Unmasked Estep 
Score: -20730876.000000 Penalty: 3953.035400
	Iteration 58Q: 3 clusters Score -2.073088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 190505 members 
Entering Unmasked Estep 
Score: -20730870.000000 Penalty: 3953.035400
	Iteration 59Q: 3 clusters Score -2.073087e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 190523 members 
Entering Unmasked Estep 
Score: -20730878.000000 Penalty: 3953.035400
	Iteration 60F: 3 clusters Score -2.073088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 190538 members 
Entering Unmasked Estep 
Score: -20730880.000000 Penalty: 3953.035400
	Iteration 61Q: 3 clusters Score -2.073088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 190548 members 
Entering Unmasked Estep 
Score: -20730906.000000 Penalty: 3953.035400
	Iteration 62Q: 3 clusters Score -2.073091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 190564 members 
Entering Unmasked Estep 
Score: -20730910.000000 Penalty: 3953.035400
	Iteration 63Q: 3 clusters Score -2.073091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 190579 members 
Entering Unmasked Estep 
Score: -20730890.000000 Penalty: 3953.035400
	Iteration 64Q: 3 clusters Score -2.073089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 190587 members 
Entering Unmasked Estep 
Score: -20730884.000000 Penalty: 3953.035400
	Iteration 65Q: 3 clusters Score -2.073088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 190594 members 
Entering Unmasked Estep 
Score: -20730892.000000 Penalty: 3953.035400
	Iteration 66Q: 3 clusters Score -2.073089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 190603 members 
Entering Unmasked Estep 
Score: -20730880.000000 Penalty: 3953.035400
	Iteration 67Q: 3 clusters Score -2.073088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 190609 members 
Entering Unmasked Estep 
Score: -20730874.000000 Penalty: 3953.035400
	Iteration 68Q: 3 clusters Score -2.073087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 190612 members 
Entering Unmasked Estep 
Score: -20730874.000000 Penalty: 3953.035400
	Iteration 69Q: 3 clusters Score -2.073087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 190613 members 
Entering Unmasked Estep 
Score: -20730870.000000 Penalty: 3953.035400
	Iteration 70Q: 3 clusters Score -2.073087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 190615 members 
Entering Unmasked Estep 
Score: -20730874.000000 Penalty: 3953.035400
	Iteration 71Q: 3 clusters Score -2.073087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 190617 members 
Entering Unmasked Estep 
Score: -20730872.000000 Penalty: 3953.035400
	Iteration 72Q: 3 clusters Score -2.073087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 190619 members 
Entering Unmasked Estep 
Score: -20730882.000000 Penalty: 3953.035400
	Iteration 73Q: 3 clusters Score -2.073088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 190618 members 
Entering Unmasked Estep 
Score: -20730882.000000 Penalty: 3953.035400
	Iteration 74Q: 3 clusters Score -2.073088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 190620 members 
Entering Unmasked Estep 
Score: -20730880.000000 Penalty: 3953.035400
	Iteration 75Q: 3 clusters Score -2.073088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 190626 members 
Entering Unmasked Estep 
Score: -20730882.000000 Penalty: 3953.035400
	Iteration 76Q: 3 clusters Score -2.073088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 190631 members 
Entering Unmasked Estep 
Score: -20730904.000000 Penalty: 3953.035400
	Iteration 77Q: 3 clusters Score -2.07309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 190640 members 
Entering Unmasked Estep 
Score: -20730906.000000 Penalty: 3953.035400
	Iteration 78Q: 3 clusters Score -2.073091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 190650 members 
Entering Unmasked Estep 
Score: -20730914.000000 Penalty: 3953.035400
	Iteration 79Q: 3 clusters Score -2.073091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 190655 members 
Entering Unmasked Estep 
Score: -20730914.000000 Penalty: 3953.035400
	Iteration 80F: 3 clusters Score -2.073091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 190659 members 
Entering Unmasked Estep 
Score: -20730918.000000 Penalty: 3953.035400
	Iteration 81Q: 3 clusters Score -2.073092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 190658 members 
Entering Unmasked Estep 
Score: -20730910.000000 Penalty: 3953.035400
	Iteration 82Q: 3 clusters Score -2.073091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 190660 members 
Entering Unmasked Estep 
Score: -20730906.000000 Penalty: 3953.035400
	Iteration 83Q: 3 clusters Score -2.073091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 190663 members 
Entering Unmasked Estep 
Score: -20730916.000000 Penalty: 3953.035400
	Iteration 84Q: 3 clusters Score -2.073092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 190668 members 
Entering Unmasked Estep 
Score: -20730908.000000 Penalty: 3953.035400
	Iteration 85Q: 3 clusters Score -2.073091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 190672 members 
Entering Unmasked Estep 
Score: -20730904.000000 Penalty: 3953.035400
	Iteration 86Q: 3 clusters Score -2.07309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 190676 members 
Entering Unmasked Estep 
Score: -20730918.000000 Penalty: 3953.035400
	Iteration 87Q: 3 clusters Score -2.073092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 190682 members 
Entering Unmasked Estep 
Score: -20730890.000000 Penalty: 3953.035400
	Iteration 88Q: 3 clusters Score -2.073089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 190687 members 
Entering Unmasked Estep 
Score: -20730910.000000 Penalty: 3953.035400
	Iteration 89Q: 3 clusters Score -2.073091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 190691 members 
Entering Unmasked Estep 
Score: -20730934.000000 Penalty: 3953.035400
	Iteration 90Q: 3 clusters Score -2.073093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 190693 members 
Entering Unmasked Estep 
Score: -20730924.000000 Penalty: 3953.035400
	Iteration 91Q: 3 clusters Score -2.073092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 190694 members 
Entering Unmasked Estep 
Score: -20730926.000000 Penalty: 3953.035400
	Iteration 92Q: 3 clusters Score -2.073093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 190695 members 
Entering Unmasked Estep 
Score: -20730926.000000 Penalty: 3953.035400
	Iteration 93Q: 3 clusters Score -2.073093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 190695 members 
Entering Unmasked Estep 
Score: -20730926.000000 Penalty: 3953.035400
	Iteration 94F: 3 clusters Score -2.073093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Entering Unmasked Estep 
Score: -5913547.500000 Penalty: 1770.476196
	Iteration 0F: 2 clusters Score -5913548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -5877434.500000 Penalty: 3540.952393
	Iteration 0F: 3 clusters Score -5877434 nChanged 25381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5891952.500000 Penalty: 3540.952393
	Iteration 1F: 3 clusters Score -5891952 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -5892450.000000 Penalty: 3540.952393
	Iteration 2Q: 3 clusters Score -5892450 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -5892925.500000 Penalty: 3540.952393
	Iteration 3Q: 3 clusters Score -5892926 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -5893577.500000 Penalty: 3540.952393
	Iteration 4Q: 3 clusters Score -5893578 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -5894390.000000 Penalty: 3540.952393
	Iteration 5Q: 3 clusters Score -5894390 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -5895562.500000 Penalty: 3540.952393
	Iteration 6Q: 3 clusters Score -5895562 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -5897350.500000 Penalty: 3540.952393
	Iteration 7F: 3 clusters Score -5897350 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -5899681.000000 Penalty: 3540.952393
	Iteration 8F: 3 clusters Score -5899681 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -5902178.000000 Penalty: 3540.952393
	Iteration 9F: 3 clusters Score -5902178 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -5904456.500000 Penalty: 3540.952393
	Iteration 10F: 3 clusters Score -5904456 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -5906149.000000 Penalty: 3540.952393
	Iteration 11Q: 3 clusters Score -5906149 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -5907376.000000 Penalty: 3540.952393
	Iteration 12Q: 3 clusters Score -5907376 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -5908326.500000 Penalty: 3540.952393
	Iteration 13Q: 3 clusters Score -5908326 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -5909113.000000 Penalty: 3540.952393
	Iteration 14Q: 3 clusters Score -5909113 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -5909789.000000 Penalty: 3540.952393
	Iteration 15Q: 3 clusters Score -5909789 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -5910339.500000 Penalty: 3540.952393
	Iteration 16Q: 3 clusters Score -5910340 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -5910785.000000 Penalty: 3540.952393
	Iteration 17Q: 3 clusters Score -5910785 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -5911146.000000 Penalty: 3540.952393
	Iteration 18Q: 3 clusters Score -5911146 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -5911364.500000 Penalty: 3540.952393
	Iteration 19Q: 3 clusters Score -5911364 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -5911539.000000 Penalty: 3540.952393
	Iteration 20F: 3 clusters Score -5911539 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -5911705.500000 Penalty: 3540.952393
	Iteration 21Q: 3 clusters Score -5911706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -5911793.500000 Penalty: 3540.952393
	Iteration 22Q: 3 clusters Score -5911794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -5911853.000000 Penalty: 3540.952393
	Iteration 23Q: 3 clusters Score -5911853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -5911886.000000 Penalty: 3540.952393
	Iteration 24Q: 3 clusters Score -5911886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -5911913.500000 Penalty: 3540.952393
	Iteration 25Q: 3 clusters Score -5911914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -5911939.500000 Penalty: 3540.952393
	Iteration 26Q: 3 clusters Score -5911940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -5911944.000000 Penalty: 3540.952393
	Iteration 27Q: 3 clusters Score -5911944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -5911957.500000 Penalty: 3540.952393
	Iteration 28Q: 3 clusters Score -5911958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -5911967.500000 Penalty: 3540.952393
	Iteration 29Q: 3 clusters Score -5911968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -5911975.000000 Penalty: 3540.952393
	Iteration 30Q: 3 clusters Score -5911975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -5911982.000000 Penalty: 3540.952393
	Iteration 31Q: 3 clusters Score -5911982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -5911984.500000 Penalty: 3540.952393
	Iteration 32Q: 3 clusters Score -5911984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -5911991.500000 Penalty: 3540.952393
	Iteration 33Q: 3 clusters Score -5911992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -5911991.500000 Penalty: 3540.952393
	Iteration 34Q: 3 clusters Score -5911992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -5911986.000000 Penalty: 3540.952393
	Iteration 35Q: 3 clusters Score -5911986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -5911994.000000 Penalty: 3540.952393
	Iteration 36Q: 3 clusters Score -5911994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -5911994.000000 Penalty: 3540.952393
	Iteration 37F: 3 clusters Score -5911994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -367338.562500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -367338.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -364388.312500 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -364388.3 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -365106.406250 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -365106.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -365235.937500 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -365235.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -365319.000000 Penalty: 2635.498291
	Iteration 3Q: 3 clusters Score -365319 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -365377.500000 Penalty: 2635.498291
	Iteration 4Q: 3 clusters Score -365377.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -365422.562500 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -365422.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -365463.093750 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -365463.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -365508.000000 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -365508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -365553.906250 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -365553.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -365602.218750 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -365602.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -365642.718750 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -365642.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -365676.625000 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -365676.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -365706.562500 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -365706.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -365742.031250 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -365742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -365765.718750 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -365765.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -365788.031250 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -365788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -365805.718750 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -365805.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -365831.718750 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -365831.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -365864.937500 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -365864.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -365908.187500 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -365908.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -365948.625000 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -365948.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -365981.625000 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -365981.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -366005.031250 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -366005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -366024.593750 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -366024.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -366046.562500 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -366046.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -366062.062500 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -366062.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -366071.968750 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -366072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -366077.531250 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -366077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -366079.812500 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -366079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -366083.937500 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -366083.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -366091.937500 Penalty: 2635.498291
	Iteration 30Q: 3 clusters Score -366091.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -366101.250000 Penalty: 2635.498291
	Iteration 31Q: 3 clusters Score -366101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -366110.906250 Penalty: 2635.498291
	Iteration 32Q: 3 clusters Score -366110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -366119.718750 Penalty: 2635.498291
	Iteration 33Q: 3 clusters Score -366119.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -366126.406250 Penalty: 2635.498291
	Iteration 34Q: 3 clusters Score -366126.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -366131.156250 Penalty: 2635.498291
	Iteration 35Q: 3 clusters Score -366131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -366135.125000 Penalty: 2635.498291
	Iteration 36Q: 3 clusters Score -366135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -366136.906250 Penalty: 2635.498291
	Iteration 37Q: 3 clusters Score -366136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -366138.000000 Penalty: 2635.498291
	Iteration 38Q: 3 clusters Score -366138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -366140.375000 Penalty: 2635.498291
	Iteration 39Q: 3 clusters Score -366140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -366142.218750 Penalty: 2635.498291
	Iteration 40F: 3 clusters Score -366142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -366144.968750 Penalty: 2635.498291
	Iteration 41Q: 3 clusters Score -366145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -366147.281250 Penalty: 2635.498291
	Iteration 42Q: 3 clusters Score -366147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -366148.875000 Penalty: 2635.498291
	Iteration 43Q: 3 clusters Score -366148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -366150.468750 Penalty: 2635.498291
	Iteration 44Q: 3 clusters Score -366150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -366152.312500 Penalty: 2635.498291
	Iteration 45Q: 3 clusters Score -366152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -366156.187500 Penalty: 2635.498291
	Iteration 46Q: 3 clusters Score -366156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -366159.406250 Penalty: 2635.498291
	Iteration 47Q: 3 clusters Score -366159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -366161.843750 Penalty: 2635.498291
	Iteration 48Q: 3 clusters Score -366161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -366164.031250 Penalty: 2635.498291
	Iteration 49Q: 3 clusters Score -366164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -366166.343750 Penalty: 2635.498291
	Iteration 50Q: 3 clusters Score -366166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -366168.625000 Penalty: 2635.498291
	Iteration 51Q: 3 clusters Score -366168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -366168.625000 Penalty: 2635.498291
	Iteration 52F: 3 clusters Score -366168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -35059.535156 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -35059.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34172.605469 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -34172.61 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34395.097656 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -34395.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34489.863281 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -34489.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34500.492188 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -34500.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34512.921875 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -34512.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34530.500000 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -34530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34547.976562 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -34547.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34549.753906 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -34549.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34549.753906 Penalty: 1934.804077
	Iteration 8F: 3 clusters Score -34549.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Entering Unmasked Estep 
Score: -5860803.500000 Penalty: 1769.105103
	Iteration 0F: 2 clusters Score -5860804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -5825131.000000 Penalty: 3538.210205
	Iteration 0F: 3 clusters Score -5825131 nChanged 25216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5839237.500000 Penalty: 3538.210205
	Iteration 1F: 3 clusters Score -5839238 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -5839934.000000 Penalty: 3538.210205
	Iteration 2Q: 3 clusters Score -5839934 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -5840862.500000 Penalty: 3538.210205
	Iteration 3Q: 3 clusters Score -5840862 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -5842023.000000 Penalty: 3538.210205
	Iteration 4Q: 3 clusters Score -5842023 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -5843281.000000 Penalty: 3538.210205
	Iteration 5Q: 3 clusters Score -5843281 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -5844733.500000 Penalty: 3538.210205
	Iteration 6F: 3 clusters Score -5844734 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -5846226.000000 Penalty: 3538.210205
	Iteration 7F: 3 clusters Score -5846226 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -5847800.500000 Penalty: 3538.210205
	Iteration 8F: 3 clusters Score -5847800 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -5849300.000000 Penalty: 3538.210205
	Iteration 9F: 3 clusters Score -5849300 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -5850293.000000 Penalty: 3538.210205
	Iteration 10Q: 3 clusters Score -5850293 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -5850773.000000 Penalty: 3538.210205
	Iteration 11Q: 3 clusters Score -5850773 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -5851043.000000 Penalty: 3538.210205
	Iteration 12Q: 3 clusters Score -5851043 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -5851205.000000 Penalty: 3538.210205
	Iteration 13Q: 3 clusters Score -5851205 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5851348.500000 Penalty: 3538.210205
	Iteration 14Q: 3 clusters Score -5851348 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5851491.500000 Penalty: 3538.210205
	Iteration 15Q: 3 clusters Score -5851492 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -5851638.000000 Penalty: 3538.210205
	Iteration 16Q: 3 clusters Score -5851638 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5851833.500000 Penalty: 3538.210205
	Iteration 17Q: 3 clusters Score -5851834 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -5851981.000000 Penalty: 3538.210205
	Iteration 18Q: 3 clusters Score -5851981 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5852192.000000 Penalty: 3538.210205
	Iteration 19Q: 3 clusters Score -5852192 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -5852427.500000 Penalty: 3538.210205
	Iteration 20F: 3 clusters Score -5852428 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5852634.000000 Penalty: 3538.210205
	Iteration 21Q: 3 clusters Score -5852634 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5852918.000000 Penalty: 3538.210205
	Iteration 22Q: 3 clusters Score -5852918 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -5853222.000000 Penalty: 3538.210205
	Iteration 23Q: 3 clusters Score -5853222 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -5853540.000000 Penalty: 3538.210205
	Iteration 24Q: 3 clusters Score -5853540 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -5853893.000000 Penalty: 3538.210205
	Iteration 25Q: 3 clusters Score -5853893 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -5854287.000000 Penalty: 3538.210205
	Iteration 26Q: 3 clusters Score -5854287 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5854663.000000 Penalty: 3538.210205
	Iteration 27Q: 3 clusters Score -5854663 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -5855082.000000 Penalty: 3538.210205
	Iteration 28Q: 3 clusters Score -5855082 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -5855486.500000 Penalty: 3538.210205
	Iteration 29Q: 3 clusters Score -5855486 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -5855851.000000 Penalty: 3538.210205
	Iteration 30Q: 3 clusters Score -5855851 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -5856144.000000 Penalty: 3538.210205
	Iteration 31Q: 3 clusters Score -5856144 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -5856511.000000 Penalty: 3538.210205
	Iteration 32Q: 3 clusters Score -5856511 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -5856754.000000 Penalty: 3538.210205
	Iteration 33Q: 3 clusters Score -5856754 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -5856992.500000 Penalty: 3538.210205
	Iteration 34Q: 3 clusters Score -5856992 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -5857202.000000 Penalty: 3538.210205
	Iteration 35Q: 3 clusters Score -5857202 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -5857423.500000 Penalty: 3538.210205
	Iteration 36Q: 3 clusters Score -5857424 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -5857576.000000 Penalty: 3538.210205
	Iteration 37Q: 3 clusters Score -5857576 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -5857724.000000 Penalty: 3538.210205
	Iteration 38Q: 3 clusters Score -5857724 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5857838.500000 Penalty: 3538.210205
	Iteration 39Q: 3 clusters Score -5857838 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -5857982.000000 Penalty: 3538.210205
	Iteration 40F: 3 clusters Score -5857982 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5858087.000000 Penalty: 3538.210205
	Iteration 41Q: 3 clusters Score -5858087 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -5858146.000000 Penalty: 3538.210205
	Iteration 42Q: 3 clusters Score -5858146 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5858206.500000 Penalty: 3538.210205
	Iteration 43Q: 3 clusters Score -5858206 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -5858268.500000 Penalty: 3538.210205
	Iteration 44Q: 3 clusters Score -5858268 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5858342.500000 Penalty: 3538.210205
	Iteration 45Q: 3 clusters Score -5858342 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5858413.000000 Penalty: 3538.210205
	Iteration 46Q: 3 clusters Score -5858413 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5858463.500000 Penalty: 3538.210205
	Iteration 47Q: 3 clusters Score -5858464 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5858511.000000 Penalty: 3538.210205
	Iteration 48Q: 3 clusters Score -5858511 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5858577.000000 Penalty: 3538.210205
	Iteration 49Q: 3 clusters Score -5858577 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5858651.000000 Penalty: 3538.210205
	Iteration 50Q: 3 clusters Score -5858651 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5858694.000000 Penalty: 3538.210205
	Iteration 51Q: 3 clusters Score -5858694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5858732.000000 Penalty: 3538.210205
	Iteration 52Q: 3 clusters Score -5858732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5858774.000000 Penalty: 3538.210205
	Iteration 53Q: 3 clusters Score -5858774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5858809.000000 Penalty: 3538.210205
	Iteration 54Q: 3 clusters Score -5858809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5858838.000000 Penalty: 3538.210205
	Iteration 55Q: 3 clusters Score -5858838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5858867.000000 Penalty: 3538.210205
	Iteration 56Q: 3 clusters Score -5858867 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5858898.000000 Penalty: 3538.210205
	Iteration 57Q: 3 clusters Score -5858898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5858920.000000 Penalty: 3538.210205
	Iteration 58Q: 3 clusters Score -5858920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5858945.500000 Penalty: 3538.210205
	Iteration 59Q: 3 clusters Score -5858946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5858958.000000 Penalty: 3538.210205
	Iteration 60F: 3 clusters Score -5858958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5858978.000000 Penalty: 3538.210205
	Iteration 61Q: 3 clusters Score -5858978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5859017.500000 Penalty: 3538.210205
	Iteration 62Q: 3 clusters Score -5859018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5859032.000000 Penalty: 3538.210205
	Iteration 63Q: 3 clusters Score -5859032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5859039.000000 Penalty: 3538.210205
	Iteration 64Q: 3 clusters Score -5859039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5859060.000000 Penalty: 3538.210205
	Iteration 65Q: 3 clusters Score -5859060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5859076.000000 Penalty: 3538.210205
	Iteration 66Q: 3 clusters Score -5859076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5859079.500000 Penalty: 3538.210205
	Iteration 67Q: 3 clusters Score -5859080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5859088.500000 Penalty: 3538.210205
	Iteration 68Q: 3 clusters Score -5859088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5859097.000000 Penalty: 3538.210205
	Iteration 69Q: 3 clusters Score -5859097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5859113.500000 Penalty: 3538.210205
	Iteration 70Q: 3 clusters Score -5859114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5859125.000000 Penalty: 3538.210205
	Iteration 71Q: 3 clusters Score -5859125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5859137.000000 Penalty: 3538.210205
	Iteration 72Q: 3 clusters Score -5859137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5859145.000000 Penalty: 3538.210205
	Iteration 73Q: 3 clusters Score -5859145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5859151.500000 Penalty: 3538.210205
	Iteration 74Q: 3 clusters Score -5859152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5859160.000000 Penalty: 3538.210205
	Iteration 75Q: 3 clusters Score -5859160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5859168.000000 Penalty: 3538.210205
	Iteration 76Q: 3 clusters Score -5859168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5859180.500000 Penalty: 3538.210205
	Iteration 77Q: 3 clusters Score -5859180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5859180.000000 Penalty: 3538.210205
	Iteration 78Q: 3 clusters Score -5859180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5859188.000000 Penalty: 3538.210205
	Iteration 79Q: 3 clusters Score -5859188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5859190.000000 Penalty: 3538.210205
	Iteration 80F: 3 clusters Score -5859190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5859201.500000 Penalty: 3538.210205
	Iteration 81Q: 3 clusters Score -5859202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5859201.000000 Penalty: 3538.210205
	Iteration 82Q: 3 clusters Score -5859201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5859207.500000 Penalty: 3538.210205
	Iteration 83Q: 3 clusters Score -5859208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5859225.500000 Penalty: 3538.210205
	Iteration 84Q: 3 clusters Score -5859226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5859227.500000 Penalty: 3538.210205
	Iteration 85Q: 3 clusters Score -5859228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5859232.500000 Penalty: 3538.210205
	Iteration 86Q: 3 clusters Score -5859232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5859238.500000 Penalty: 3538.210205
	Iteration 87Q: 3 clusters Score -5859238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5859234.000000 Penalty: 3538.210205
	Iteration 88Q: 3 clusters Score -5859234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5859244.500000 Penalty: 3538.210205
	Iteration 89Q: 3 clusters Score -5859244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5859238.000000 Penalty: 3538.210205
	Iteration 90Q: 3 clusters Score -5859238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5859241.000000 Penalty: 3538.210205
	Iteration 91Q: 3 clusters Score -5859241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5859241.500000 Penalty: 3538.210205
	Iteration 92Q: 3 clusters Score -5859242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5859245.000000 Penalty: 3538.210205
	Iteration 93Q: 3 clusters Score -5859245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5859242.000000 Penalty: 3538.210205
	Iteration 94Q: 3 clusters Score -5859242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5859248.500000 Penalty: 3538.210205
	Iteration 95Q: 3 clusters Score -5859248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5859262.500000 Penalty: 3538.210205
	Iteration 96Q: 3 clusters Score -5859262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5859268.000000 Penalty: 3538.210205
	Iteration 97Q: 3 clusters Score -5859268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5859264.500000 Penalty: 3538.210205
	Iteration 98Q: 3 clusters Score -5859264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5859267.000000 Penalty: 3538.210205
	Iteration 99Q: 3 clusters Score -5859267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5859265.500000 Penalty: 3538.210205
	Iteration 100F: 3 clusters Score -5859266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5859264.000000 Penalty: 3538.210205
	Iteration 101Q: 3 clusters Score -5859264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5859267.500000 Penalty: 3538.210205
	Iteration 102Q: 3 clusters Score -5859268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5859269.500000 Penalty: 3538.210205
	Iteration 103Q: 3 clusters Score -5859270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5859268.000000 Penalty: 3538.210205
	Iteration 104Q: 3 clusters Score -5859268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5859270.000000 Penalty: 3538.210205
	Iteration 105Q: 3 clusters Score -5859270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5859267.000000 Penalty: 3538.210205
	Iteration 106Q: 3 clusters Score -5859267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5859267.000000 Penalty: 3538.210205
	Iteration 107F: 3 clusters Score -5859267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -494007.625000 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -494007.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -490173.593750 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -490173.6 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -491189.468750 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -491189.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -491452.281250 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -491452.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -491773.281250 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -491773.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -492165.093750 Penalty: 2756.710938
	Iteration 4F: 3 clusters Score -492165.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -492585.812500 Penalty: 2756.710938
	Iteration 5F: 3 clusters Score -492585.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -492917.656250 Penalty: 2756.710938
	Iteration 6F: 3 clusters Score -492917.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -493174.843750 Penalty: 2756.710938
	Iteration 7F: 3 clusters Score -493174.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -493378.031250 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -493378 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -493516.343750 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -493516.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -493591.593750 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -493591.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -493627.656250 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -493627.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -493650.750000 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -493650.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -493674.875000 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -493674.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -493687.812500 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -493687.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -493697.250000 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -493697.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -493708.562500 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -493708.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -493713.906250 Penalty: 2756.710938
	Iteration 17Q: 3 clusters Score -493713.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -493723.531250 Penalty: 2756.710938
	Iteration 18Q: 3 clusters Score -493723.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -493730.875000 Penalty: 2756.710938
	Iteration 19Q: 3 clusters Score -493730.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -493736.812500 Penalty: 2756.710938
	Iteration 20F: 3 clusters Score -493736.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -493742.406250 Penalty: 2756.710938
	Iteration 21Q: 3 clusters Score -493742.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -493748.562500 Penalty: 2756.710938
	Iteration 22Q: 3 clusters Score -493748.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -493756.250000 Penalty: 2756.710938
	Iteration 23Q: 3 clusters Score -493756.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -493765.281250 Penalty: 2756.710938
	Iteration 24Q: 3 clusters Score -493765.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -493771.437500 Penalty: 2756.710938
	Iteration 25Q: 3 clusters Score -493771.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -493774.843750 Penalty: 2756.710938
	Iteration 26Q: 3 clusters Score -493774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -493780.937500 Penalty: 2756.710938
	Iteration 27Q: 3 clusters Score -493780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -493782.687500 Penalty: 2756.710938
	Iteration 28Q: 3 clusters Score -493782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -493783.843750 Penalty: 2756.710938
	Iteration 29Q: 3 clusters Score -493783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -493785.687500 Penalty: 2756.710938
	Iteration 30Q: 3 clusters Score -493785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -493788.625000 Penalty: 2756.710938
	Iteration 31Q: 3 clusters Score -493788.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -493789.812500 Penalty: 2756.710938
	Iteration 32Q: 3 clusters Score -493789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -493790.781250 Penalty: 2756.710938
	Iteration 33Q: 3 clusters Score -493790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -493791.312500 Penalty: 2756.710938
	Iteration 34Q: 3 clusters Score -493791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -493791.156250 Penalty: 2756.710938
	Iteration 35Q: 3 clusters Score -493791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -493790.937500 Penalty: 2756.710938
	Iteration 36Q: 3 clusters Score -493790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -493790.937500 Penalty: 2756.710938
	Iteration 37F: 3 clusters Score -493790.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Entering Unmasked Estep 
Score: -9424308.000000 Penalty: 1846.702148
	Iteration 0F: 2 clusters Score -9424308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -9366688.000000 Penalty: 3693.404297
	Iteration 0F: 3 clusters Score -9366688 nChanged 41089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -9390307.000000 Penalty: 3693.404297
	Iteration 1F: 3 clusters Score -9390307 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -9390914.000000 Penalty: 3693.404297
	Iteration 2Q: 3 clusters Score -9390914 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -9391661.000000 Penalty: 3693.404297
	Iteration 3Q: 3 clusters Score -9391661 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -9392724.000000 Penalty: 3693.404297
	Iteration 4Q: 3 clusters Score -9392724 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -9394319.000000 Penalty: 3693.404297
	Iteration 5Q: 3 clusters Score -9394319 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -9396958.000000 Penalty: 3693.404297
	Iteration 6F: 3 clusters Score -9396958 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -9401189.000000 Penalty: 3693.404297
	Iteration 7F: 3 clusters Score -9401189 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -9406620.000000 Penalty: 3693.404297
	Iteration 8F: 3 clusters Score -9406620 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -9412429.000000 Penalty: 3693.404297
	Iteration 9F: 3 clusters Score -9412429 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -9416991.000000 Penalty: 3693.404297
	Iteration 10F: 3 clusters Score -9416991 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -9419916.000000 Penalty: 3693.404297
	Iteration 11Q: 3 clusters Score -9419916 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -9421413.000000 Penalty: 3693.404297
	Iteration 12Q: 3 clusters Score -9421413 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -9422060.000000 Penalty: 3693.404297
	Iteration 13Q: 3 clusters Score -9422060 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -9422396.000000 Penalty: 3693.404297
	Iteration 14Q: 3 clusters Score -9422396 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -9422582.000000 Penalty: 3693.404297
	Iteration 15Q: 3 clusters Score -9422582 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -9422665.000000 Penalty: 3693.404297
	Iteration 16Q: 3 clusters Score -9422665 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -9422698.000000 Penalty: 3693.404297
	Iteration 17Q: 3 clusters Score -9422698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -9422751.000000 Penalty: 3693.404297
	Iteration 18Q: 3 clusters Score -9422751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -9422787.000000 Penalty: 3693.404297
	Iteration 19Q: 3 clusters Score -9422787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -9422815.000000 Penalty: 3693.404297
	Iteration 20F: 3 clusters Score -9422815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -9422821.000000 Penalty: 3693.404297
	Iteration 21Q: 3 clusters Score -9422821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -9422824.000000 Penalty: 3693.404297
	Iteration 22Q: 3 clusters Score -9422824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -9422822.000000 Penalty: 3693.404297
	Iteration 23Q: 3 clusters Score -9422822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -9422828.000000 Penalty: 3693.404297
	Iteration 24Q: 3 clusters Score -9422828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -9422827.000000 Penalty: 3693.404297
	Iteration 25Q: 3 clusters Score -9422827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -9422828.000000 Penalty: 3693.404297
	Iteration 26Q: 3 clusters Score -9422828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -9422823.000000 Penalty: 3693.404297
	Iteration 27Q: 3 clusters Score -9422823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -9422819.000000 Penalty: 3693.404297
	Iteration 28Q: 3 clusters Score -9422819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -9422833.000000 Penalty: 3693.404297
	Iteration 29Q: 3 clusters Score -9422833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 85249 members 
Entering Unmasked Estep 
Score: -9422832.000000 Penalty: 3693.404297
	Iteration 30Q: 3 clusters Score -9422832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -9422826.000000 Penalty: 3693.404297
	Iteration 31Q: 3 clusters Score -9422826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -9422830.000000 Penalty: 3693.404297
	Iteration 32Q: 3 clusters Score -9422830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -9422835.000000 Penalty: 3693.404297
	Iteration 33Q: 3 clusters Score -9422835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
Score: -9422829.000000 Penalty: 3693.404297
	Iteration 34Q: 3 clusters Score -9422829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -9422830.000000 Penalty: 3693.404297
	Iteration 35Q: 3 clusters Score -9422830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -9422829.000000 Penalty: 3693.404297
	Iteration 36Q: 3 clusters Score -9422829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -9422829.000000 Penalty: 3693.404297
	Iteration 37F: 3 clusters Score -9422829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 70836 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73779 members 
Mstep: Class 7 contains 48391 members 
Mstep: Class 8 contains 42276 members 
Mstep: Class 9 contains 132778 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191604 members 
Mstep: Class 13 contains 53919 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53466 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859464.000000 Penalty: 35598.257812
Iteration 359Q: 17 clusters Score -9.385946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 70838 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73777 members 
Mstep: Class 7 contains 48390 members 
Mstep: Class 8 contains 42280 members 
Mstep: Class 9 contains 132790 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191600 members 
Mstep: Class 13 contains 53916 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53464 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859488.000000 Penalty: 35598.257812
Iteration 360F: 17 clusters Score -9.385949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 70838 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73778 members 
Mstep: Class 7 contains 48389 members 
Mstep: Class 8 contains 42284 members 
Mstep: Class 9 contains 132802 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191592 members 
Mstep: Class 13 contains 53914 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859504.000000 Penalty: 35598.257812
Iteration 361Q: 17 clusters Score -9.38595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 70840 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73775 members 
Mstep: Class 7 contains 48389 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132814 members 
Mstep: Class 10 contains 42176 members 
Mstep: Class 11 contains 191582 members 
Mstep: Class 13 contains 53912 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859512.000000 Penalty: 35598.257812
Iteration 362Q: 17 clusters Score -9.385951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 70840 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73766 members 
Mstep: Class 7 contains 48385 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132827 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191583 members 
Mstep: Class 13 contains 53913 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53462 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859536.000000 Penalty: 35598.257812
Iteration 363Q: 17 clusters Score -9.385954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 70839 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73762 members 
Mstep: Class 7 contains 48383 members 
Mstep: Class 8 contains 42288 members 
Mstep: Class 9 contains 132837 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191581 members 
Mstep: Class 13 contains 53912 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53463 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859472.000000 Penalty: 35598.257812
Iteration 364Q: 17 clusters Score -9.385947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 70839 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73757 members 
Mstep: Class 7 contains 48384 members 
Mstep: Class 8 contains 42288 members 
Mstep: Class 9 contains 132846 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191578 members 
Mstep: Class 13 contains 53912 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53460 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859488.000000 Penalty: 35598.257812
Iteration 365Q: 17 clusters Score -9.385949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 70840 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73753 members 
Mstep: Class 7 contains 48384 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132858 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191574 members 
Mstep: Class 13 contains 53911 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53459 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859448.000000 Penalty: 35598.257812
Iteration 366Q: 17 clusters Score -9.385945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73340 members 
Mstep: Class 2 contains 70842 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73752 members 
Mstep: Class 7 contains 48384 members 
Mstep: Class 8 contains 42288 members 
Mstep: Class 9 contains 132871 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191564 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53456 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859560.000000 Penalty: 35598.257812
Iteration 367Q: 17 clusters Score -9.385956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 70839 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73747 members 
Mstep: Class 7 contains 48384 members 
Mstep: Class 8 contains 42286 members 
Mstep: Class 9 contains 132886 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191563 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53450 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859536.000000 Penalty: 35598.257812
Iteration 368Q: 17 clusters Score -9.385954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73340 members 
Mstep: Class 2 contains 70840 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73744 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42286 members 
Mstep: Class 9 contains 132901 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191558 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53445 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859520.000000 Penalty: 35598.257812
Iteration 369Q: 17 clusters Score -9.385952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 70841 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73742 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132912 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191559 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53438 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859576.000000 Penalty: 35598.257812
Iteration 370Q: 17 clusters Score -9.385958e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 70839 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73739 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132918 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191560 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53435 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859624.000000 Penalty: 35598.257812
Iteration 371Q: 17 clusters Score -9.385962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 70837 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73735 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132923 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191567 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53434 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859544.000000 Penalty: 35598.257812
Iteration 372Q: 17 clusters Score -9.385954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 70836 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73730 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132934 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191567 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53430 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859576.000000 Penalty: 35598.257812
Iteration 373Q: 17 clusters Score -9.385958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 70829 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73728 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132947 members 
Mstep: Class 10 contains 42175 members 
Mstep: Class 11 contains 191570 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53428 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859568.000000 Penalty: 35598.257812
Iteration 374Q: 17 clusters Score -9.385957e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 70824 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73727 members 
Mstep: Class 7 contains 48378 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132962 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191569 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53423 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859640.000000 Penalty: 35598.257812
Iteration 375Q: 17 clusters Score -9.385964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 70820 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73720 members 
Mstep: Class 7 contains 48378 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132978 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191567 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53421 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859656.000000 Penalty: 35598.257812
Iteration 376Q: 17 clusters Score -9.385966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 70821 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73716 members 
Mstep: Class 7 contains 48378 members 
Mstep: Class 8 contains 42287 members 
Mstep: Class 9 contains 132988 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191562 members 
Mstep: Class 13 contains 53911 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53416 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859608.000000 Penalty: 35598.257812
Iteration 377Q: 17 clusters Score -9.385961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 70821 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73715 members 
Mstep: Class 7 contains 48378 members 
Mstep: Class 8 contains 42288 members 
Mstep: Class 9 contains 132996 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191558 members 
Mstep: Class 13 contains 53911 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53413 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859672.000000 Penalty: 35598.257812
Iteration 378Q: 17 clusters Score -9.385967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 70819 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73712 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42289 members 
Mstep: Class 9 contains 133003 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191557 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53411 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859672.000000 Penalty: 35598.257812
Iteration 379Q: 17 clusters Score -9.385967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 70816 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73711 members 
Mstep: Class 7 contains 48381 members 
Mstep: Class 8 contains 42290 members 
Mstep: Class 9 contains 133017 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191550 members 
Mstep: Class 13 contains 53911 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53409 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859680.000000 Penalty: 35598.257812
Iteration 380F: 17 clusters Score -9.385968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 70815 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73707 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42290 members 
Mstep: Class 9 contains 133027 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191547 members 
Mstep: Class 13 contains 53912 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53407 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859624.000000 Penalty: 35598.257812
Iteration 381Q: 17 clusters Score -9.385962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 70814 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73705 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42290 members 
Mstep: Class 9 contains 133035 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191544 members 
Mstep: Class 13 contains 53912 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53405 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859616.000000 Penalty: 35598.257812
Iteration 382Q: 17 clusters Score -9.385962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 70815 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73703 members 
Mstep: Class 7 contains 48383 members 
Mstep: Class 8 contains 42290 members 
Mstep: Class 9 contains 133050 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191535 members 
Mstep: Class 13 contains 53911 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53402 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859712.000000 Penalty: 35598.257812
Iteration 383Q: 17 clusters Score -9.385971e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 70814 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73700 members 
Mstep: Class 7 contains 48384 members 
Mstep: Class 8 contains 42290 members 
Mstep: Class 9 contains 133066 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191533 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53396 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859736.000000 Penalty: 35598.257812
Iteration 384Q: 17 clusters Score -9.385974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 70809 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73697 members 
Mstep: Class 7 contains 48385 members 
Mstep: Class 8 contains 42290 members 
Mstep: Class 9 contains 133086 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191527 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53391 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859672.000000 Penalty: 35598.257812
Iteration 385Q: 17 clusters Score -9.385967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 70808 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73693 members 
Mstep: Class 7 contains 48384 members 
Mstep: Class 8 contains 42291 members 
Mstep: Class 9 contains 133108 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191512 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53391 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859664.000000 Penalty: 35598.257812
Iteration 386Q: 17 clusters Score -9.385966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 70806 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73690 members 
Mstep: Class 7 contains 48383 members 
Mstep: Class 8 contains 42294 members 
Mstep: Class 9 contains 133125 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191497 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53391 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859584.000000 Penalty: 35598.257812
Iteration 387Q: 17 clusters Score -9.385958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 70804 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73686 members 
Mstep: Class 7 contains 48384 members 
Mstep: Class 8 contains 42295 members 
Mstep: Class 9 contains 133140 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191487 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53391 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859632.000000 Penalty: 35598.257812
Iteration 388Q: 17 clusters Score -9.385963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 70801 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73684 members 
Mstep: Class 7 contains 48385 members 
Mstep: Class 8 contains 42294 members 
Mstep: Class 9 contains 133154 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191482 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53389 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859624.000000 Penalty: 35598.257812
Iteration 389Q: 17 clusters Score -9.385962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 70800 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73686 members 
Mstep: Class 7 contains 48385 members 
Mstep: Class 8 contains 42294 members 
Mstep: Class 9 contains 133161 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191477 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53388 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859616.000000 Penalty: 35598.257812
Iteration 390Q: 17 clusters Score -9.385962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 70799 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73684 members 
Mstep: Class 7 contains 48384 members 
Mstep: Class 8 contains 42294 members 
Mstep: Class 9 contains 133173 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191474 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53388 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859648.000000 Penalty: 35598.257812
Iteration 391Q: 17 clusters Score -9.385965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 70798 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73681 members 
Mstep: Class 7 contains 48385 members 
Mstep: Class 8 contains 42294 members 
Mstep: Class 9 contains 133181 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191472 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53388 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859656.000000 Penalty: 35598.257812
Iteration 392Q: 17 clusters Score -9.385966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 70796 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73676 members 
Mstep: Class 7 contains 48385 members 
Mstep: Class 8 contains 42294 members 
Mstep: Class 9 contains 133194 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191469 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53387 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859648.000000 Penalty: 35598.257812
Iteration 393Q: 17 clusters Score -9.385965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 70795 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73672 members 
Mstep: Class 7 contains 48385 members 
Mstep: Class 8 contains 42294 members 
Mstep: Class 9 contains 133208 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191462 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53387 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859680.000000 Penalty: 35598.257812
Iteration 394Q: 17 clusters Score -9.385968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 70795 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73665 members 
Mstep: Class 7 contains 48381 members 
Mstep: Class 8 contains 42295 members 
Mstep: Class 9 contains 133220 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191463 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53387 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859608.000000 Penalty: 35598.257812
Iteration 395Q: 17 clusters Score -9.385961e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 70795 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73657 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42295 members 
Mstep: Class 9 contains 133231 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191468 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53387 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 86147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859584.000000 Penalty: 35598.257812
Iteration 396Q: 17 clusters Score -9.385958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 70794 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73651 members 
Mstep: Class 7 contains 48378 members 
Mstep: Class 8 contains 42298 members 
Mstep: Class 9 contains 133244 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191471 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53387 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859568.000000 Penalty: 35598.257812
Iteration 397Q: 17 clusters Score -9.385957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 70793 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73649 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42301 members 
Mstep: Class 9 contains 133252 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191467 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53387 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859616.000000 Penalty: 35598.257812
Iteration 398Q: 17 clusters Score -9.385962e+07 nChanged 21
Entering ConstructFrom: 
Score: -93859616.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (73308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Entering Unmasked Estep 
Score: -8011597.500000 Penalty: 1820.394043
	Iteration 0F: 2 clusters Score -8011598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -7962418.500000 Penalty: 3640.788086
	Iteration 0F: 3 clusters Score -7962418 nChanged 34875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -7982248.000000 Penalty: 3640.788086
	Iteration 1F: 3 clusters Score -7982248 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -7982833.000000 Penalty: 3640.788086
	Iteration 2Q: 3 clusters Score -7982833 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7983459.000000 Penalty: 3640.788086
	Iteration 3Q: 3 clusters Score -7983459 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -7984412.500000 Penalty: 3640.788086
	Iteration 4Q: 3 clusters Score -7984412 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -7986004.500000 Penalty: 3640.788086
	Iteration 5Q: 3 clusters Score -7986004 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -7988294.500000 Penalty: 3640.788086
	Iteration 6Q: 3 clusters Score -7988294 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -7991766.500000 Penalty: 3640.788086
	Iteration 7F: 3 clusters Score -7991766 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -7995475.000000 Penalty: 3640.788086
	Iteration 8F: 3 clusters Score -7995475 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -7998568.000000 Penalty: 3640.788086
	Iteration 9F: 3 clusters Score -7998568 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -8000298.500000 Penalty: 3640.788086
	Iteration 10Q: 3 clusters Score -8000298 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -8001043.000000 Penalty: 3640.788086
	Iteration 11Q: 3 clusters Score -8001043 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -8001422.000000 Penalty: 3640.788086
	Iteration 12Q: 3 clusters Score -8001422 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -8001687.500000 Penalty: 3640.788086
	Iteration 13Q: 3 clusters Score -8001688 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -8001885.000000 Penalty: 3640.788086
	Iteration 14Q: 3 clusters Score -8001885 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -8002092.500000 Penalty: 3640.788086
	Iteration 15Q: 3 clusters Score -8002092 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -8002294.000000 Penalty: 3640.788086
	Iteration 16Q: 3 clusters Score -8002294 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -8002550.500000 Penalty: 3640.788086
	Iteration 17Q: 3 clusters Score -8002550 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -8002751.500000 Penalty: 3640.788086
	Iteration 18Q: 3 clusters Score -8002752 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -8003012.500000 Penalty: 3640.788086
	Iteration 19Q: 3 clusters Score -8003012 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -8003279.500000 Penalty: 3640.788086
	Iteration 20F: 3 clusters Score -8003280 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -8003596.000000 Penalty: 3640.788086
	Iteration 21Q: 3 clusters Score -8003596 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -8003884.000000 Penalty: 3640.788086
	Iteration 22Q: 3 clusters Score -8003884 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -8004190.500000 Penalty: 3640.788086
	Iteration 23Q: 3 clusters Score -8004190 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -8004557.500000 Penalty: 3640.788086
	Iteration 24Q: 3 clusters Score -8004558 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -8004985.500000 Penalty: 3640.788086
	Iteration 25Q: 3 clusters Score -8004986 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -8005310.000000 Penalty: 3640.788086
	Iteration 26Q: 3 clusters Score -8005310 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -8005663.500000 Penalty: 3640.788086
	Iteration 27Q: 3 clusters Score -8005664 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -8006132.000000 Penalty: 3640.788086
	Iteration 28Q: 3 clusters Score -8006132 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -8006517.500000 Penalty: 3640.788086
	Iteration 29Q: 3 clusters Score -8006518 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -8006986.500000 Penalty: 3640.788086
	Iteration 30Q: 3 clusters Score -8006986 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -8007463.500000 Penalty: 3640.788086
	Iteration 31Q: 3 clusters Score -8007464 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -8007899.500000 Penalty: 3640.788086
	Iteration 32Q: 3 clusters Score -8007900 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -8008265.000000 Penalty: 3640.788086
	Iteration 33Q: 3 clusters Score -8008265 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -8008657.500000 Penalty: 3640.788086
	Iteration 34Q: 3 clusters Score -8008658 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -8008966.000000 Penalty: 3640.788086
	Iteration 35Q: 3 clusters Score -8008966 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -8009196.500000 Penalty: 3640.788086
	Iteration 36Q: 3 clusters Score -8009196 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -8009346.000000 Penalty: 3640.788086
	Iteration 37Q: 3 clusters Score -8009346 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -8009481.000000 Penalty: 3640.788086
	Iteration 38Q: 3 clusters Score -8009481 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -8009594.000000 Penalty: 3640.788086
	Iteration 39Q: 3 clusters Score -8009594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -8009712.500000 Penalty: 3640.788086
	Iteration 40F: 3 clusters Score -8009712 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -8009779.500000 Penalty: 3640.788086
	Iteration 41Q: 3 clusters Score -8009780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -8009827.500000 Penalty: 3640.788086
	Iteration 42Q: 3 clusters Score -8009828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -8009862.500000 Penalty: 3640.788086
	Iteration 43Q: 3 clusters Score -8009862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -8009889.000000 Penalty: 3640.788086
	Iteration 44Q: 3 clusters Score -8009889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -8009925.500000 Penalty: 3640.788086
	Iteration 45Q: 3 clusters Score -8009926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -8009945.000000 Penalty: 3640.788086
	Iteration 46Q: 3 clusters Score -8009945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -8009979.500000 Penalty: 3640.788086
	Iteration 47Q: 3 clusters Score -8009980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -8009982.500000 Penalty: 3640.788086
	Iteration 48Q: 3 clusters Score -8009982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -8009985.500000 Penalty: 3640.788086
	Iteration 49Q: 3 clusters Score -8009986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -8009993.000000 Penalty: 3640.788086
	Iteration 50Q: 3 clusters Score -8009993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -8010009.500000 Penalty: 3640.788086
	Iteration 51Q: 3 clusters Score -8010010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -8010012.500000 Penalty: 3640.788086
	Iteration 52Q: 3 clusters Score -8010012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -8010025.500000 Penalty: 3640.788086
	Iteration 53Q: 3 clusters Score -8010026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -8010044.000000 Penalty: 3640.788086
	Iteration 54Q: 3 clusters Score -8010044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -8010047.000000 Penalty: 3640.788086
	Iteration 55Q: 3 clusters Score -8010047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -8010052.000000 Penalty: 3640.788086
	Iteration 56Q: 3 clusters Score -8010052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -8010061.000000 Penalty: 3640.788086
	Iteration 57Q: 3 clusters Score -8010061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -8010056.000000 Penalty: 3640.788086
	Iteration 58Q: 3 clusters Score -8010056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -8010060.500000 Penalty: 3640.788086
	Iteration 59Q: 3 clusters Score -8010060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -8010060.000000 Penalty: 3640.788086
	Iteration 60F: 3 clusters Score -8010060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -8010066.500000 Penalty: 3640.788086
	Iteration 61Q: 3 clusters Score -8010066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -8010068.500000 Penalty: 3640.788086
	Iteration 62Q: 3 clusters Score -8010068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -8010070.500000 Penalty: 3640.788086
	Iteration 63Q: 3 clusters Score -8010070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -8010070.500000 Penalty: 3640.788086
	Iteration 64F: 3 clusters Score -8010070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Entering Unmasked Estep 
Score: -7746004.000000 Penalty: 1814.723511
	Iteration 0F: 2 clusters Score -7746004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -7698671.500000 Penalty: 3629.447021
	Iteration 0F: 3 clusters Score -7698672 nChanged 33481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -7718044.500000 Penalty: 3629.447021
	Iteration 1F: 3 clusters Score -7718044 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -7718776.000000 Penalty: 3629.447021
	Iteration 2Q: 3 clusters Score -7718776 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -7719799.000000 Penalty: 3629.447021
	Iteration 3Q: 3 clusters Score -7719799 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -7721189.500000 Penalty: 3629.447021
	Iteration 4Q: 3 clusters Score -7721190 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -7723274.000000 Penalty: 3629.447021
	Iteration 5F: 3 clusters Score -7723274 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -7726233.500000 Penalty: 3629.447021
	Iteration 6F: 3 clusters Score -7726234 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -7730127.000000 Penalty: 3629.447021
	Iteration 7F: 3 clusters Score -7730127 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -7734223.000000 Penalty: 3629.447021
	Iteration 8F: 3 clusters Score -7734223 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -7737390.500000 Penalty: 3629.447021
	Iteration 9F: 3 clusters Score -7737390 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -7739149.500000 Penalty: 3629.447021
	Iteration 10Q: 3 clusters Score -7739150 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -7739910.500000 Penalty: 3629.447021
	Iteration 11Q: 3 clusters Score -7739910 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -7740409.500000 Penalty: 3629.447021
	Iteration 12Q: 3 clusters Score -7740410 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -7740853.000000 Penalty: 3629.447021
	Iteration 13Q: 3 clusters Score -7740853 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -7741203.000000 Penalty: 3629.447021
	Iteration 14Q: 3 clusters Score -7741203 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -7741516.000000 Penalty: 3629.447021
	Iteration 15Q: 3 clusters Score -7741516 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -7741809.500000 Penalty: 3629.447021
	Iteration 16Q: 3 clusters Score -7741810 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -7742123.000000 Penalty: 3629.447021
	Iteration 17Q: 3 clusters Score -7742123 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -7742385.500000 Penalty: 3629.447021
	Iteration 18Q: 3 clusters Score -7742386 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -7742691.500000 Penalty: 3629.447021
	Iteration 19Q: 3 clusters Score -7742692 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -7742947.000000 Penalty: 3629.447021
	Iteration 20F: 3 clusters Score -7742947 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7743172.000000 Penalty: 3629.447021
	Iteration 21Q: 3 clusters Score -7743172 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -7743375.500000 Penalty: 3629.447021
	Iteration 22Q: 3 clusters Score -7743376 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -7743555.500000 Penalty: 3629.447021
	Iteration 23Q: 3 clusters Score -7743556 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7743696.500000 Penalty: 3629.447021
	Iteration 24Q: 3 clusters Score -7743696 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -7743820.000000 Penalty: 3629.447021
	Iteration 25Q: 3 clusters Score -7743820 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7743928.000000 Penalty: 3629.447021
	Iteration 26Q: 3 clusters Score -7743928 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7744059.000000 Penalty: 3629.447021
	Iteration 27Q: 3 clusters Score -7744059 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -7744129.500000 Penalty: 3629.447021
	Iteration 28Q: 3 clusters Score -7744130 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7744222.000000 Penalty: 3629.447021
	Iteration 29Q: 3 clusters Score -7744222 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7744286.000000 Penalty: 3629.447021
	Iteration 30Q: 3 clusters Score -7744286 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7744333.000000 Penalty: 3629.447021
	Iteration 31Q: 3 clusters Score -7744333 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7744373.500000 Penalty: 3629.447021
	Iteration 32Q: 3 clusters Score -7744374 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7744443.000000 Penalty: 3629.447021
	Iteration 33Q: 3 clusters Score -7744443 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7744472.500000 Penalty: 3629.447021
	Iteration 34Q: 3 clusters Score -7744472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7744469.000000 Penalty: 3629.447021
	Iteration 35Q: 3 clusters Score -7744469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7744496.500000 Penalty: 3629.447021
	Iteration 36Q: 3 clusters Score -7744496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7744514.000000 Penalty: 3629.447021
	Iteration 37Q: 3 clusters Score -7744514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7744518.000000 Penalty: 3629.447021
	Iteration 38Q: 3 clusters Score -7744518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7744517.500000 Penalty: 3629.447021
	Iteration 39Q: 3 clusters Score -7744518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7744530.000000 Penalty: 3629.447021
	Iteration 40F: 3 clusters Score -7744530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7744545.500000 Penalty: 3629.447021
	Iteration 41Q: 3 clusters Score -7744546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7744561.000000 Penalty: 3629.447021
	Iteration 42Q: 3 clusters Score -7744561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7744575.500000 Penalty: 3629.447021
	Iteration 43Q: 3 clusters Score -7744576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7744586.000000 Penalty: 3629.447021
	Iteration 44Q: 3 clusters Score -7744586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7744602.000000 Penalty: 3629.447021
	Iteration 45Q: 3 clusters Score -7744602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7744621.500000 Penalty: 3629.447021
	Iteration 46Q: 3 clusters Score -7744622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7744626.500000 Penalty: 3629.447021
	Iteration 47Q: 3 clusters Score -7744626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7744634.000000 Penalty: 3629.447021
	Iteration 48Q: 3 clusters Score -7744634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7744635.000000 Penalty: 3629.447021
	Iteration 49Q: 3 clusters Score -7744635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7744633.000000 Penalty: 3629.447021
	Iteration 50Q: 3 clusters Score -7744633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7744639.500000 Penalty: 3629.447021
	Iteration 51Q: 3 clusters Score -7744640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7744654.000000 Penalty: 3629.447021
	Iteration 52Q: 3 clusters Score -7744654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7744648.000000 Penalty: 3629.447021
	Iteration 53Q: 3 clusters Score -7744648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7744658.500000 Penalty: 3629.447021
	Iteration 54Q: 3 clusters Score -7744658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7744664.000000 Penalty: 3629.447021
	Iteration 55Q: 3 clusters Score -7744664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7744661.000000 Penalty: 3629.447021
	Iteration 56Q: 3 clusters Score -7744661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7744667.000000 Penalty: 3629.447021
	Iteration 57Q: 3 clusters Score -7744667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7744671.500000 Penalty: 3629.447021
	Iteration 58Q: 3 clusters Score -7744672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7744668.000000 Penalty: 3629.447021
	Iteration 59Q: 3 clusters Score -7744668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7744678.500000 Penalty: 3629.447021
	Iteration 60F: 3 clusters Score -7744678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7744681.000000 Penalty: 3629.447021
	Iteration 61Q: 3 clusters Score -7744681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7744678.500000 Penalty: 3629.447021
	Iteration 62Q: 3 clusters Score -7744678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7744674.000000 Penalty: 3629.447021
	Iteration 63Q: 3 clusters Score -7744674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7744674.500000 Penalty: 3629.447021
	Iteration 64Q: 3 clusters Score -7744674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7744678.000000 Penalty: 3629.447021
	Iteration 65Q: 3 clusters Score -7744678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7744675.500000 Penalty: 3629.447021
	Iteration 66Q: 3 clusters Score -7744676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7744679.000000 Penalty: 3629.447021
	Iteration 67Q: 3 clusters Score -7744679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7744679.000000 Penalty: 3629.447021
	Iteration 68F: 3 clusters Score -7744679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Entering Unmasked Estep 
Score: -570484.312500 Penalty: 1400.503906
	Iteration 0F: 2 clusters Score -570484.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -566171.187500 Penalty: 2801.007812
	Iteration 0F: 3 clusters Score -566171.2 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -567508.125000 Penalty: 2801.007812
	Iteration 1F: 3 clusters Score -567508.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -567908.875000 Penalty: 2801.007812
	Iteration 2F: 3 clusters Score -567908.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -568321.937500 Penalty: 2801.007812
	Iteration 3F: 3 clusters Score -568321.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -568734.562500 Penalty: 2801.007812
	Iteration 4F: 3 clusters Score -568734.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -569050.687500 Penalty: 2801.007812
	Iteration 5F: 3 clusters Score -569050.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -569286.062500 Penalty: 2801.007812
	Iteration 6F: 3 clusters Score -569286.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -569430.750000 Penalty: 2801.007812
	Iteration 7Q: 3 clusters Score -569430.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -569518.750000 Penalty: 2801.007812
	Iteration 8Q: 3 clusters Score -569518.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -569578.812500 Penalty: 2801.007812
	Iteration 9Q: 3 clusters Score -569578.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -569630.250000 Penalty: 2801.007812
	Iteration 10Q: 3 clusters Score -569630.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -569686.500000 Penalty: 2801.007812
	Iteration 11Q: 3 clusters Score -569686.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -569748.062500 Penalty: 2801.007812
	Iteration 12Q: 3 clusters Score -569748.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -569795.000000 Penalty: 2801.007812
	Iteration 13Q: 3 clusters Score -569795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -569834.500000 Penalty: 2801.007812
	Iteration 14Q: 3 clusters Score -569834.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -569870.375000 Penalty: 2801.007812
	Iteration 15Q: 3 clusters Score -569870.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -569890.937500 Penalty: 2801.007812
	Iteration 16Q: 3 clusters Score -569890.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -569908.125000 Penalty: 2801.007812
	Iteration 17Q: 3 clusters Score -569908.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -569918.000000 Penalty: 2801.007812
	Iteration 18Q: 3 clusters Score -569918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -569927.437500 Penalty: 2801.007812
	Iteration 19Q: 3 clusters Score -569927.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -569933.000000 Penalty: 2801.007812
	Iteration 20F: 3 clusters Score -569933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -569937.625000 Penalty: 2801.007812
	Iteration 21Q: 3 clusters Score -569937.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -569940.812500 Penalty: 2801.007812
	Iteration 22Q: 3 clusters Score -569940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -569942.375000 Penalty: 2801.007812
	Iteration 23Q: 3 clusters Score -569942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -569941.625000 Penalty: 2801.007812
	Iteration 24Q: 3 clusters Score -569941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -569943.312500 Penalty: 2801.007812
	Iteration 25Q: 3 clusters Score -569943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -569944.187500 Penalty: 2801.007812
	Iteration 26Q: 3 clusters Score -569944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -569944.312500 Penalty: 2801.007812
	Iteration 27Q: 3 clusters Score -569944.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -569946.375000 Penalty: 2801.007812
	Iteration 28Q: 3 clusters Score -569946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -569946.062500 Penalty: 2801.007812
	Iteration 29Q: 3 clusters Score -569946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -569947.312500 Penalty: 2801.007812
	Iteration 30Q: 3 clusters Score -569947.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -569949.000000 Penalty: 2801.007812
	Iteration 31Q: 3 clusters Score -569949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -569949.000000 Penalty: 2801.007812
	Iteration 32Q: 3 clusters Score -569949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -569951.187500 Penalty: 2801.007812
	Iteration 33Q: 3 clusters Score -569951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -569951.812500 Penalty: 2801.007812
	Iteration 34Q: 3 clusters Score -569951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -569953.062500 Penalty: 2801.007812
	Iteration 35Q: 3 clusters Score -569953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -569954.937500 Penalty: 2801.007812
	Iteration 36Q: 3 clusters Score -569954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -569955.187500 Penalty: 2801.007812
	Iteration 37Q: 3 clusters Score -569955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -569955.812500 Penalty: 2801.007812
	Iteration 38Q: 3 clusters Score -569955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -569954.562500 Penalty: 2801.007812
	Iteration 39Q: 3 clusters Score -569954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -569954.562500 Penalty: 2801.007812
	Iteration 40F: 3 clusters Score -569954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -66704.921875 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -66704.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65504.171875 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -65504.17 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65657.078125 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -65657.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65699.687500 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -65699.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65720.601562 Penalty: 2103.512451
	Iteration 3Q: 3 clusters Score -65720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65733.375000 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -65733.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65746.820312 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -65746.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65750.679688 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -65750.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65754.359375 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -65754.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65754.648438 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -65754.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65755.828125 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -65755.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65757.835938 Penalty: 2103.512451
	Iteration 10Q: 3 clusters Score -65757.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65757.835938 Penalty: 2103.512451
	Iteration 11F: 3 clusters Score -65757.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Entering Unmasked Estep 
Score: -8041465.000000 Penalty: 1821.141602
	Iteration 0F: 2 clusters Score -8041465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -7992364.500000 Penalty: 3642.283203
	Iteration 0F: 3 clusters Score -7992364 nChanged 34925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -8012536.500000 Penalty: 3642.283203
	Iteration 1F: 3 clusters Score -8012536 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -8013397.500000 Penalty: 3642.283203
	Iteration 2Q: 3 clusters Score -8013398 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -8014587.500000 Penalty: 3642.283203
	Iteration 3Q: 3 clusters Score -8014588 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8016464.000000 Penalty: 3642.283203
	Iteration 4F: 3 clusters Score -8016464 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -8019215.500000 Penalty: 3642.283203
	Iteration 5F: 3 clusters Score -8019216 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -8023331.000000 Penalty: 3642.283203
	Iteration 6F: 3 clusters Score -8023331 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -8028143.000000 Penalty: 3642.283203
	Iteration 7F: 3 clusters Score -8028143 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -8032431.500000 Penalty: 3642.283203
	Iteration 8F: 3 clusters Score -8032432 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -8035370.500000 Penalty: 3642.283203
	Iteration 9Q: 3 clusters Score -8035370 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -8037189.000000 Penalty: 3642.283203
	Iteration 10Q: 3 clusters Score -8037189 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -8038316.500000 Penalty: 3642.283203
	Iteration 11Q: 3 clusters Score -8038316 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -8039044.000000 Penalty: 3642.283203
	Iteration 12Q: 3 clusters Score -8039044 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -8039518.500000 Penalty: 3642.283203
	Iteration 13Q: 3 clusters Score -8039518 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -8039812.500000 Penalty: 3642.283203
	Iteration 14Q: 3 clusters Score -8039812 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -8039985.500000 Penalty: 3642.283203
	Iteration 15Q: 3 clusters Score -8039986 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -8040105.000000 Penalty: 3642.283203
	Iteration 16Q: 3 clusters Score -8040105 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -8040164.000000 Penalty: 3642.283203
	Iteration 17Q: 3 clusters Score -8040164 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -8040206.000000 Penalty: 3642.283203
	Iteration 18Q: 3 clusters Score -8040206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -8040221.000000 Penalty: 3642.283203
	Iteration 19Q: 3 clusters Score -8040221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -8040240.500000 Penalty: 3642.283203
	Iteration 20F: 3 clusters Score -8040240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -8040248.500000 Penalty: 3642.283203
	Iteration 21Q: 3 clusters Score -8040248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -8040266.000000 Penalty: 3642.283203
	Iteration 22Q: 3 clusters Score -8040266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -8040275.000000 Penalty: 3642.283203
	Iteration 23Q: 3 clusters Score -8040275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -8040280.500000 Penalty: 3642.283203
	Iteration 24Q: 3 clusters Score -8040280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -8040275.500000 Penalty: 3642.283203
	Iteration 25Q: 3 clusters Score -8040276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -8040271.000000 Penalty: 3642.283203
	Iteration 26Q: 3 clusters Score -8040271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -8040272.500000 Penalty: 3642.283203
	Iteration 27Q: 3 clusters Score -8040272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -8040273.000000 Penalty: 3642.283203
	Iteration 28Q: 3 clusters Score -8040273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 72855 members 
Entering Unmasked Estep 
Score: -8040278.000000 Penalty: 3642.283203
	Iteration 29Q: 3 clusters Score -8040278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -8040283.500000 Penalty: 3642.283203
	Iteration 30Q: 3 clusters Score -8040284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -8040283.500000 Penalty: 3642.283203
	Iteration 31Q: 3 clusters Score -8040284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -8040284.000000 Penalty: 3642.283203
	Iteration 32Q: 3 clusters Score -8040284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -8040281.000000 Penalty: 3642.283203
	Iteration 33Q: 3 clusters Score -8040281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -8040280.000000 Penalty: 3642.283203
	Iteration 34Q: 3 clusters Score -8040280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -8040286.000000 Penalty: 3642.283203
	Iteration 35Q: 3 clusters Score -8040286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -8040285.500000 Penalty: 3642.283203
	Iteration 36Q: 3 clusters Score -8040286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -8040294.500000 Penalty: 3642.283203
	Iteration 37Q: 3 clusters Score -8040294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -8040299.500000 Penalty: 3642.283203
	Iteration 38Q: 3 clusters Score -8040300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -8040300.500000 Penalty: 3642.283203
	Iteration 39Q: 3 clusters Score -8040300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -8040294.500000 Penalty: 3642.283203
	Iteration 40F: 3 clusters Score -8040294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Entering Unmasked Estep 
Score: -5291365.000000 Penalty: 1752.865112
	Iteration 0F: 2 clusters Score -5291365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -5259039.500000 Penalty: 3505.730225
	Iteration 0F: 3 clusters Score -5259040 nChanged 22677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -5271926.500000 Penalty: 3505.730225
	Iteration 1F: 3 clusters Score -5271926 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -5272591.500000 Penalty: 3505.730225
	Iteration 2Q: 3 clusters Score -5272592 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -5273366.000000 Penalty: 3505.730225
	Iteration 3Q: 3 clusters Score -5273366 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5274249.000000 Penalty: 3505.730225
	Iteration 4Q: 3 clusters Score -5274249 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5275374.500000 Penalty: 3505.730225
	Iteration 5Q: 3 clusters Score -5275374 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -5276729.000000 Penalty: 3505.730225
	Iteration 6F: 3 clusters Score -5276729 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5278670.500000 Penalty: 3505.730225
	Iteration 7F: 3 clusters Score -5278670 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5281030.500000 Penalty: 3505.730225
	Iteration 8F: 3 clusters Score -5281030 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -5282867.000000 Penalty: 3505.730225
	Iteration 9F: 3 clusters Score -5282867 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -5283846.500000 Penalty: 3505.730225
	Iteration 10Q: 3 clusters Score -5283846 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -5284241.000000 Penalty: 3505.730225
	Iteration 11Q: 3 clusters Score -5284241 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5284494.500000 Penalty: 3505.730225
	Iteration 12Q: 3 clusters Score -5284494 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -5284756.000000 Penalty: 3505.730225
	Iteration 13Q: 3 clusters Score -5284756 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5285001.500000 Penalty: 3505.730225
	Iteration 14Q: 3 clusters Score -5285002 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5285208.000000 Penalty: 3505.730225
	Iteration 15Q: 3 clusters Score -5285208 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -5285384.000000 Penalty: 3505.730225
	Iteration 16Q: 3 clusters Score -5285384 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -5285643.000000 Penalty: 3505.730225
	Iteration 17Q: 3 clusters Score -5285643 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -5285846.000000 Penalty: 3505.730225
	Iteration 18Q: 3 clusters Score -5285846 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -5286051.000000 Penalty: 3505.730225
	Iteration 19Q: 3 clusters Score -5286051 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -5286277.000000 Penalty: 3505.730225
	Iteration 20F: 3 clusters Score -5286277 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -5286504.000000 Penalty: 3505.730225
	Iteration 21Q: 3 clusters Score -5286504 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -5286744.500000 Penalty: 3505.730225
	Iteration 22Q: 3 clusters Score -5286744 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -5286960.500000 Penalty: 3505.730225
	Iteration 23Q: 3 clusters Score -5286960 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -5287195.000000 Penalty: 3505.730225
	Iteration 24Q: 3 clusters Score -5287195 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -5287468.500000 Penalty: 3505.730225
	Iteration 25Q: 3 clusters Score -5287468 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -5287742.000000 Penalty: 3505.730225
	Iteration 26Q: 3 clusters Score -5287742 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -5287980.500000 Penalty: 3505.730225
	Iteration 27Q: 3 clusters Score -5287980 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -5288190.500000 Penalty: 3505.730225
	Iteration 28Q: 3 clusters Score -5288190 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -5288420.000000 Penalty: 3505.730225
	Iteration 29Q: 3 clusters Score -5288420 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -5288616.000000 Penalty: 3505.730225
	Iteration 30Q: 3 clusters Score -5288616 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -5288774.000000 Penalty: 3505.730225
	Iteration 31Q: 3 clusters Score -5288774 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5288917.000000 Penalty: 3505.730225
	Iteration 32Q: 3 clusters Score -5288917 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5289052.000000 Penalty: 3505.730225
	Iteration 33Q: 3 clusters Score -5289052 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5289142.000000 Penalty: 3505.730225
	Iteration 34Q: 3 clusters Score -5289142 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5289266.000000 Penalty: 3505.730225
	Iteration 35Q: 3 clusters Score -5289266 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5289333.000000 Penalty: 3505.730225
	Iteration 36Q: 3 clusters Score -5289333 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5289416.000000 Penalty: 3505.730225
	Iteration 37Q: 3 clusters Score -5289416 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5289490.000000 Penalty: 3505.730225
	Iteration 38Q: 3 clusters Score -5289490 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5289554.000000 Penalty: 3505.730225
	Iteration 39Q: 3 clusters Score -5289554 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5289577.000000 Penalty: 3505.730225
	Iteration 40F: 3 clusters Score -5289577 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5289625.000000 Penalty: 3505.730225
	Iteration 41Q: 3 clusters Score -5289625 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5289646.000000 Penalty: 3505.730225
	Iteration 42Q: 3 clusters Score -5289646 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5289692.500000 Penalty: 3505.730225
	Iteration 43Q: 3 clusters Score -5289692 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5289727.000000 Penalty: 3505.730225
	Iteration 44Q: 3 clusters Score -5289727 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5289768.000000 Penalty: 3505.730225
	Iteration 45Q: 3 clusters Score -5289768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5289770.500000 Penalty: 3505.730225
	Iteration 46Q: 3 clusters Score -5289770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5289783.500000 Penalty: 3505.730225
	Iteration 47Q: 3 clusters Score -5289784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5289801.500000 Penalty: 3505.730225
	Iteration 48Q: 3 clusters Score -5289802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5289804.000000 Penalty: 3505.730225
	Iteration 49Q: 3 clusters Score -5289804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5289809.500000 Penalty: 3505.730225
	Iteration 50Q: 3 clusters Score -5289810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5289815.000000 Penalty: 3505.730225
	Iteration 51Q: 3 clusters Score -5289815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5289814.500000 Penalty: 3505.730225
	Iteration 52Q: 3 clusters Score -5289814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5289820.500000 Penalty: 3505.730225
	Iteration 53Q: 3 clusters Score -5289820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5289827.500000 Penalty: 3505.730225
	Iteration 54Q: 3 clusters Score -5289828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5289839.500000 Penalty: 3505.730225
	Iteration 55Q: 3 clusters Score -5289840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5289841.500000 Penalty: 3505.730225
	Iteration 56Q: 3 clusters Score -5289842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5289848.500000 Penalty: 3505.730225
	Iteration 57Q: 3 clusters Score -5289848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5289846.500000 Penalty: 3505.730225
	Iteration 58Q: 3 clusters Score -5289846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5289853.500000 Penalty: 3505.730225
	Iteration 59Q: 3 clusters Score -5289854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5289846.000000 Penalty: 3505.730225
	Iteration 60F: 3 clusters Score -5289846 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5289846.000000 Penalty: 3505.730225
	Iteration 61Q: 3 clusters Score -5289846 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5289852.000000 Penalty: 3505.730225
	Iteration 62Q: 3 clusters Score -5289852 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46831 members 
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Entering Unmasked Estep 
Score: -5289847.500000 Penalty: 3505.730225
	Iteration 63Q: 3 clusters Score -5289848 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5289864.000000 Penalty: 3505.730225
	Iteration 64Q: 3 clusters Score -5289864 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46865 members 
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Entering Unmasked Estep 
Score: -5289875.500000 Penalty: 3505.730225
	Iteration 65Q: 3 clusters Score -5289876 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5289877.000000 Penalty: 3505.730225
	Iteration 66Q: 3 clusters Score -5289877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5289875.500000 Penalty: 3505.730225
	Iteration 67Q: 3 clusters Score -5289876 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5289882.000000 Penalty: 3505.730225
	Iteration 68Q: 3 clusters Score -5289882 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5289879.500000 Penalty: 3505.730225
	Iteration 69Q: 3 clusters Score -5289880 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5289887.500000 Penalty: 3505.730225
	Iteration 70Q: 3 clusters Score -5289888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5289890.000000 Penalty: 3505.730225
	Iteration 71Q: 3 clusters Score -5289890 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46965 members 
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Entering Unmasked Estep 
Score: -5289897.000000 Penalty: 3505.730225
	Iteration 72Q: 3 clusters Score -5289897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5289889.000000 Penalty: 3505.730225
	Iteration 73Q: 3 clusters Score -5289889 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5289883.000000 Penalty: 3505.730225
	Iteration 74Q: 3 clusters Score -5289883 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5289890.500000 Penalty: 3505.730225
	Iteration 75Q: 3 clusters Score -5289890 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5289900.000000 Penalty: 3505.730225
	Iteration 76Q: 3 clusters Score -5289900 nChanged 13
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Mstep: Class 1 contains 47023 members 
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Entering Unmasked Estep 
Score: -5289902.000000 Penalty: 3505.730225
	Iteration 77Q: 3 clusters Score -5289902 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5289904.500000 Penalty: 3505.730225
	Iteration 78Q: 3 clusters Score -5289904 nChanged 9
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Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5289910.500000 Penalty: 3505.730225
	Iteration 79Q: 3 clusters Score -5289910 nChanged 11
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Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5289915.000000 Penalty: 3505.730225
	Iteration 80F: 3 clusters Score -5289915 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5289912.500000 Penalty: 3505.730225
	Iteration 81Q: 3 clusters Score -5289912 nChanged 7
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Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5289914.000000 Penalty: 3505.730225
	Iteration 82Q: 3 clusters Score -5289914 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5289918.000000 Penalty: 3505.730225
	Iteration 83Q: 3 clusters Score -5289918 nChanged 8
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Mstep: Class 1 contains 47079 members 
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	Iteration 84Q: 3 clusters Score -5289910 nChanged 11
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Entering Unmasked Estep 
Score: -5289913.000000 Penalty: 3505.730225
	Iteration 85Q: 3 clusters Score -5289913 nChanged 9
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Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5289904.500000 Penalty: 3505.730225
	Iteration 86Q: 3 clusters Score -5289904 nChanged 6
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Mstep: Class 1 contains 47105 members 
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Entering Unmasked Estep 
Score: -5289908.000000 Penalty: 3505.730225
	Iteration 87Q: 3 clusters Score -5289908 nChanged 6
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Mstep: Class 1 contains 47111 members 
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Entering Unmasked Estep 
Score: -5289908.000000 Penalty: 3505.730225
	Iteration 88Q: 3 clusters Score -5289908 nChanged 6
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5289914 nChanged 6
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Mstep: Class 1 contains 47123 members 
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Entering Unmasked Estep 
Score: -5289921.500000 Penalty: 3505.730225
	Iteration 90Q: 3 clusters Score -5289922 nChanged 3
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Entering Unmasked Estep 
Score: -5289921.500000 Penalty: 3505.730225
	Iteration 91Q: 3 clusters Score -5289922 nChanged 4
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Entering Unmasked Estep 
Score: -5289925.000000 Penalty: 3505.730225
	Iteration 92Q: 3 clusters Score -5289925 nChanged 3
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Entering Unmasked Estep 
Score: -5289929.000000 Penalty: 3505.730225
	Iteration 93Q: 3 clusters Score -5289929 nChanged 3
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Entering Unmasked Estep 
Score: -5289926.500000 Penalty: 3505.730225
	Iteration 94Q: 3 clusters Score -5289926 nChanged 7
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5289925 nChanged 9
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	Iteration 96Q: 3 clusters Score -5289926 nChanged 6
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5289926 nChanged 8
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Entering Unmasked Estep 
Score: -5289923.500000 Penalty: 3505.730225
	Iteration 98Q: 3 clusters Score -5289924 nChanged 6
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Entering Unmasked Estep 
Score: -5289929.500000 Penalty: 3505.730225
	Iteration 99Q: 3 clusters Score -5289930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5289926.000000 Penalty: 3505.730225
	Iteration 100F: 3 clusters Score -5289926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5289930.000000 Penalty: 3505.730225
	Iteration 101Q: 3 clusters Score -5289930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5289930.000000 Penalty: 3505.730225
	Iteration 102Q: 3 clusters Score -5289930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5289927.500000 Penalty: 3505.730225
	Iteration 103Q: 3 clusters Score -5289928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5289925.500000 Penalty: 3505.730225
	Iteration 104Q: 3 clusters Score -5289926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5289931.000000 Penalty: 3505.730225
	Iteration 105Q: 3 clusters Score -5289931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5289927.000000 Penalty: 3505.730225
	Iteration 106Q: 3 clusters Score -5289927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5289928.000000 Penalty: 3505.730225
	Iteration 107Q: 3 clusters Score -5289928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5289939.000000 Penalty: 3505.730225
	Iteration 108Q: 3 clusters Score -5289939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5289934.000000 Penalty: 3505.730225
	Iteration 109Q: 3 clusters Score -5289934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5289938.000000 Penalty: 3505.730225
	Iteration 110Q: 3 clusters Score -5289938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5289942.500000 Penalty: 3505.730225
	Iteration 111Q: 3 clusters Score -5289942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5289939.500000 Penalty: 3505.730225
	Iteration 112Q: 3 clusters Score -5289940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5289949.000000 Penalty: 3505.730225
	Iteration 113Q: 3 clusters Score -5289949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5289943.000000 Penalty: 3505.730225
	Iteration 114Q: 3 clusters Score -5289943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5289949.000000 Penalty: 3505.730225
	Iteration 115Q: 3 clusters Score -5289949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5289946.000000 Penalty: 3505.730225
	Iteration 116Q: 3 clusters Score -5289946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5289941.000000 Penalty: 3505.730225
	Iteration 117Q: 3 clusters Score -5289941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5289946.500000 Penalty: 3505.730225
	Iteration 118Q: 3 clusters Score -5289946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5289946.500000 Penalty: 3505.730225
	Iteration 119F: 3 clusters Score -5289946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Entering Unmasked Estep 
Score: -4458135.000000 Penalty: 1731.049683
	Iteration 0F: 2 clusters Score -4458135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -4430069.500000 Penalty: 3462.099365
	Iteration 0F: 3 clusters Score -4430070 nChanged 19544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4441116.500000 Penalty: 3462.099365
	Iteration 1F: 3 clusters Score -4441116 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4442063.500000 Penalty: 3462.099365
	Iteration 2F: 3 clusters Score -4442064 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -4443403.000000 Penalty: 3462.099365
	Iteration 3F: 3 clusters Score -4443403 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4445043.500000 Penalty: 3462.099365
	Iteration 4F: 3 clusters Score -4445044 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4446819.000000 Penalty: 3462.099365
	Iteration 5F: 3 clusters Score -4446819 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4448407.000000 Penalty: 3462.099365
	Iteration 6F: 3 clusters Score -4448407 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4449548.000000 Penalty: 3462.099365
	Iteration 7F: 3 clusters Score -4449548 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4450231.500000 Penalty: 3462.099365
	Iteration 8Q: 3 clusters Score -4450232 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4450767.000000 Penalty: 3462.099365
	Iteration 9Q: 3 clusters Score -4450767 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -4451035.000000 Penalty: 3462.099365
	Iteration 10Q: 3 clusters Score -4451035 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4451241.500000 Penalty: 3462.099365
	Iteration 11Q: 3 clusters Score -4451242 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4451395.000000 Penalty: 3462.099365
	Iteration 12Q: 3 clusters Score -4451395 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4451521.500000 Penalty: 3462.099365
	Iteration 13Q: 3 clusters Score -4451522 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4451655.500000 Penalty: 3462.099365
	Iteration 14Q: 3 clusters Score -4451656 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4451747.000000 Penalty: 3462.099365
	Iteration 15Q: 3 clusters Score -4451747 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -4451844.500000 Penalty: 3462.099365
	Iteration 16Q: 3 clusters Score -4451844 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4451958.500000 Penalty: 3462.099365
	Iteration 17Q: 3 clusters Score -4451958 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4452090.000000 Penalty: 3462.099365
	Iteration 18Q: 3 clusters Score -4452090 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -4452207.000000 Penalty: 3462.099365
	Iteration 19Q: 3 clusters Score -4452207 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4452376.500000 Penalty: 3462.099365
	Iteration 20F: 3 clusters Score -4452376 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4452530.500000 Penalty: 3462.099365
	Iteration 21Q: 3 clusters Score -4452530 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4452665.500000 Penalty: 3462.099365
	Iteration 22Q: 3 clusters Score -4452666 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -4452802.500000 Penalty: 3462.099365
	Iteration 23Q: 3 clusters Score -4452802 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -4453006.500000 Penalty: 3462.099365
	Iteration 24Q: 3 clusters Score -4453006 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -4453215.500000 Penalty: 3462.099365
	Iteration 25Q: 3 clusters Score -4453216 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4453381.500000 Penalty: 3462.099365
	Iteration 26Q: 3 clusters Score -4453382 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4453546.500000 Penalty: 3462.099365
	Iteration 27Q: 3 clusters Score -4453546 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -4453711.500000 Penalty: 3462.099365
	Iteration 28Q: 3 clusters Score -4453712 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4453891.500000 Penalty: 3462.099365
	Iteration 29Q: 3 clusters Score -4453892 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4454045.000000 Penalty: 3462.099365
	Iteration 30Q: 3 clusters Score -4454045 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4454209.500000 Penalty: 3462.099365
	Iteration 31Q: 3 clusters Score -4454210 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4454350.500000 Penalty: 3462.099365
	Iteration 32Q: 3 clusters Score -4454350 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4454514.000000 Penalty: 3462.099365
	Iteration 33Q: 3 clusters Score -4454514 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4454668.500000 Penalty: 3462.099365
	Iteration 34Q: 3 clusters Score -4454668 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4454837.000000 Penalty: 3462.099365
	Iteration 35Q: 3 clusters Score -4454837 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4454977.000000 Penalty: 3462.099365
	Iteration 36Q: 3 clusters Score -4454977 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4455098.000000 Penalty: 3462.099365
	Iteration 37Q: 3 clusters Score -4455098 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4455202.000000 Penalty: 3462.099365
	Iteration 38Q: 3 clusters Score -4455202 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4455289.000000 Penalty: 3462.099365
	Iteration 39Q: 3 clusters Score -4455289 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4455364.500000 Penalty: 3462.099365
	Iteration 40F: 3 clusters Score -4455364 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4455438.500000 Penalty: 3462.099365
	Iteration 41Q: 3 clusters Score -4455438 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4455528.000000 Penalty: 3462.099365
	Iteration 42Q: 3 clusters Score -4455528 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4455628.500000 Penalty: 3462.099365
	Iteration 43Q: 3 clusters Score -4455628 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4455692.000000 Penalty: 3462.099365
	Iteration 44Q: 3 clusters Score -4455692 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4455759.500000 Penalty: 3462.099365
	Iteration 45Q: 3 clusters Score -4455760 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4455814.000000 Penalty: 3462.099365
	Iteration 46Q: 3 clusters Score -4455814 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4455862.500000 Penalty: 3462.099365
	Iteration 47Q: 3 clusters Score -4455862 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -4455917.500000 Penalty: 3462.099365
	Iteration 48Q: 3 clusters Score -4455918 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -4455969.500000 Penalty: 3462.099365
	Iteration 49Q: 3 clusters Score -4455970 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -4456017.000000 Penalty: 3462.099365
	Iteration 50Q: 3 clusters Score -4456017 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -4456065.000000 Penalty: 3462.099365
	Iteration 51Q: 3 clusters Score -4456065 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -4456100.500000 Penalty: 3462.099365
	Iteration 52Q: 3 clusters Score -4456100 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -4456146.000000 Penalty: 3462.099365
	Iteration 53Q: 3 clusters Score -4456146 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4456182.500000 Penalty: 3462.099365
	Iteration 54Q: 3 clusters Score -4456182 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -4456238.000000 Penalty: 3462.099365
	Iteration 55Q: 3 clusters Score -4456238 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -4456282.000000 Penalty: 3462.099365
	Iteration 56Q: 3 clusters Score -4456282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -4456307.000000 Penalty: 3462.099365
	Iteration 57Q: 3 clusters Score -4456307 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4456337.500000 Penalty: 3462.099365
	Iteration 58Q: 3 clusters Score -4456338 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4456367.500000 Penalty: 3462.099365
	Iteration 59Q: 3 clusters Score -4456368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -4456395.500000 Penalty: 3462.099365
	Iteration 60F: 3 clusters Score -4456396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -4456420.000000 Penalty: 3462.099365
	Iteration 61Q: 3 clusters Score -4456420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -4456438.500000 Penalty: 3462.099365
	Iteration 62Q: 3 clusters Score -4456438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -4456474.500000 Penalty: 3462.099365
	Iteration 63Q: 3 clusters Score -4456474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -4456501.500000 Penalty: 3462.099365
	Iteration 64Q: 3 clusters Score -4456502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -4456502.500000 Penalty: 3462.099365
	Iteration 65Q: 3 clusters Score -4456502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -4456530.500000 Penalty: 3462.099365
	Iteration 66Q: 3 clusters Score -4456530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4456546.500000 Penalty: 3462.099365
	Iteration 67Q: 3 clusters Score -4456546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -4456575.500000 Penalty: 3462.099365
	Iteration 68Q: 3 clusters Score -4456576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -4456584.000000 Penalty: 3462.099365
	Iteration 69Q: 3 clusters Score -4456584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -4456605.000000 Penalty: 3462.099365
	Iteration 70Q: 3 clusters Score -4456605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -4456616.000000 Penalty: 3462.099365
	Iteration 71Q: 3 clusters Score -4456616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -4456629.000000 Penalty: 3462.099365
	Iteration 72Q: 3 clusters Score -4456629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -4456641.000000 Penalty: 3462.099365
	Iteration 73Q: 3 clusters Score -4456641 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -4456662.000000 Penalty: 3462.099365
	Iteration 74Q: 3 clusters Score -4456662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -4456673.500000 Penalty: 3462.099365
	Iteration 75Q: 3 clusters Score -4456674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -4456700.500000 Penalty: 3462.099365
	Iteration 76Q: 3 clusters Score -4456700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -4456712.500000 Penalty: 3462.099365
	Iteration 77Q: 3 clusters Score -4456712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -4456726.500000 Penalty: 3462.099365
	Iteration 78Q: 3 clusters Score -4456726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -4456749.500000 Penalty: 3462.099365
	Iteration 79Q: 3 clusters Score -4456750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -4456764.500000 Penalty: 3462.099365
	Iteration 80F: 3 clusters Score -4456764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -4456777.500000 Penalty: 3462.099365
	Iteration 81Q: 3 clusters Score -4456778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -4456784.500000 Penalty: 3462.099365
	Iteration 82Q: 3 clusters Score -4456784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -4456806.500000 Penalty: 3462.099365
	Iteration 83Q: 3 clusters Score -4456806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -4456829.500000 Penalty: 3462.099365
	Iteration 84Q: 3 clusters Score -4456830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -4456865.000000 Penalty: 3462.099365
	Iteration 85Q: 3 clusters Score -4456865 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -4456892.500000 Penalty: 3462.099365
	Iteration 86Q: 3 clusters Score -4456892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4456913.000000 Penalty: 3462.099365
	Iteration 87Q: 3 clusters Score -4456913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -4456927.000000 Penalty: 3462.099365
	Iteration 88Q: 3 clusters Score -4456927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -4456939.000000 Penalty: 3462.099365
	Iteration 89Q: 3 clusters Score -4456939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4456957.500000 Penalty: 3462.099365
	Iteration 90Q: 3 clusters Score -4456958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4456958.000000 Penalty: 3462.099365
	Iteration 91Q: 3 clusters Score -4456958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -4456974.500000 Penalty: 3462.099365
	Iteration 92Q: 3 clusters Score -4456974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4456972.500000 Penalty: 3462.099365
	Iteration 93Q: 3 clusters Score -4456972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -4456985.500000 Penalty: 3462.099365
	Iteration 94Q: 3 clusters Score -4456986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -4456991.000000 Penalty: 3462.099365
	Iteration 95Q: 3 clusters Score -4456991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -4456998.000000 Penalty: 3462.099365
	Iteration 96Q: 3 clusters Score -4456998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4457014.500000 Penalty: 3462.099365
	Iteration 97Q: 3 clusters Score -4457014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -4457012.500000 Penalty: 3462.099365
	Iteration 98Q: 3 clusters Score -4457012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -4457009.000000 Penalty: 3462.099365
	Iteration 99Q: 3 clusters Score -4457009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -4457014.500000 Penalty: 3462.099365
	Iteration 100F: 3 clusters Score -4457014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -4457016.000000 Penalty: 3462.099365
	Iteration 101Q: 3 clusters Score -4457016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -4457013.500000 Penalty: 3462.099365
	Iteration 102Q: 3 clusters Score -4457014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -4457014.000000 Penalty: 3462.099365
	Iteration 103Q: 3 clusters Score -4457014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -4457019.000000 Penalty: 3462.099365
	Iteration 104Q: 3 clusters Score -4457019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -4457024.000000 Penalty: 3462.099365
	Iteration 105Q: 3 clusters Score -4457024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -4457024.500000 Penalty: 3462.099365
	Iteration 106Q: 3 clusters Score -4457024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -4457025.500000 Penalty: 3462.099365
	Iteration 107Q: 3 clusters Score -4457026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -4457024.000000 Penalty: 3462.099365
	Iteration 108Q: 3 clusters Score -4457024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -4457024.500000 Penalty: 3462.099365
	Iteration 109Q: 3 clusters Score -4457024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -4457027.500000 Penalty: 3462.099365
	Iteration 110Q: 3 clusters Score -4457028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -4457034.000000 Penalty: 3462.099365
	Iteration 111Q: 3 clusters Score -4457034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -4457040.500000 Penalty: 3462.099365
	Iteration 112Q: 3 clusters Score -4457040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4457039.500000 Penalty: 3462.099365
	Iteration 113Q: 3 clusters Score -4457040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -4457045.500000 Penalty: 3462.099365
	Iteration 114Q: 3 clusters Score -4457046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -4457045.500000 Penalty: 3462.099365
	Iteration 115Q: 3 clusters Score -4457046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -4457052.500000 Penalty: 3462.099365
	Iteration 116Q: 3 clusters Score -4457052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -4457060.000000 Penalty: 3462.099365
	Iteration 117Q: 3 clusters Score -4457060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -4457060.500000 Penalty: 3462.099365
	Iteration 118Q: 3 clusters Score -4457060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -4457064.500000 Penalty: 3462.099365
	Iteration 119Q: 3 clusters Score -4457064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -4457070.500000 Penalty: 3462.099365
	Iteration 120F: 3 clusters Score -4457070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -4457077.500000 Penalty: 3462.099365
	Iteration 121Q: 3 clusters Score -4457078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -4457096.500000 Penalty: 3462.099365
	Iteration 122Q: 3 clusters Score -4457096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -4457108.500000 Penalty: 3462.099365
	Iteration 123Q: 3 clusters Score -4457108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -4457120.500000 Penalty: 3462.099365
	Iteration 124Q: 3 clusters Score -4457120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4457129.500000 Penalty: 3462.099365
	Iteration 125Q: 3 clusters Score -4457130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -4457144.500000 Penalty: 3462.099365
	Iteration 126Q: 3 clusters Score -4457144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -4457153.000000 Penalty: 3462.099365
	Iteration 127Q: 3 clusters Score -4457153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -4457161.000000 Penalty: 3462.099365
	Iteration 128Q: 3 clusters Score -4457161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -4457168.000000 Penalty: 3462.099365
	Iteration 129Q: 3 clusters Score -4457168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -4457176.500000 Penalty: 3462.099365
	Iteration 130Q: 3 clusters Score -4457176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -4457179.000000 Penalty: 3462.099365
	Iteration 131Q: 3 clusters Score -4457179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -4457180.500000 Penalty: 3462.099365
	Iteration 132Q: 3 clusters Score -4457180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -4457183.500000 Penalty: 3462.099365
	Iteration 133Q: 3 clusters Score -4457184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -4457186.000000 Penalty: 3462.099365
	Iteration 134Q: 3 clusters Score -4457186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -4457188.000000 Penalty: 3462.099365
	Iteration 135Q: 3 clusters Score -4457188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -4457188.000000 Penalty: 3462.099365
	Iteration 136Q: 3 clusters Score -4457188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -4457192.000000 Penalty: 3462.099365
	Iteration 137Q: 3 clusters Score -4457192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -4457192.000000 Penalty: 3462.099365
	Iteration 138F: 3 clusters Score -4457192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (133261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133261 members 
Entering Unmasked Estep 
Score: -14460220.000000 Penalty: 1917.510620
	Iteration 0F: 2 clusters Score -1.446022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -14370912.000000 Penalty: 3835.021240
	Iteration 0F: 3 clusters Score -1.437091e+07 nChanged 64047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -14408712.000000 Penalty: 3835.021240
	Iteration 1F: 3 clusters Score -1.440871e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -14409815.000000 Penalty: 3835.021240
	Iteration 2Q: 3 clusters Score -1.440982e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -14411303.000000 Penalty: 3835.021240
	Iteration 3Q: 3 clusters Score -1.44113e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -14413707.000000 Penalty: 3835.021240
	Iteration 4Q: 3 clusters Score -1.441371e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -14417636.000000 Penalty: 3835.021240
	Iteration 5F: 3 clusters Score -1.441764e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 77019 members 
Entering Unmasked Estep 
Score: -14422883.000000 Penalty: 3835.021240
	Iteration 6F: 3 clusters Score -1.442288e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 81874 members 
Entering Unmasked Estep 
Score: -14429680.000000 Penalty: 3835.021240
	Iteration 7F: 3 clusters Score -1.442968e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -14436734.000000 Penalty: 3835.021240
	Iteration 8F: 3 clusters Score -1.443673e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -14442039.000000 Penalty: 3835.021240
	Iteration 9F: 3 clusters Score -1.444204e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -14444987.000000 Penalty: 3835.021240
	Iteration 10Q: 3 clusters Score -1.444499e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -14446819.000000 Penalty: 3835.021240
	Iteration 11Q: 3 clusters Score -1.444682e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -14448136.000000 Penalty: 3835.021240
	Iteration 12Q: 3 clusters Score -1.444814e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 101387 members 
Entering Unmasked Estep 
Score: -14449134.000000 Penalty: 3835.021240
	Iteration 13Q: 3 clusters Score -1.444913e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -14449956.000000 Penalty: 3835.021240
	Iteration 14Q: 3 clusters Score -1.444996e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 105018 members 
Entering Unmasked Estep 
Score: -14450622.000000 Penalty: 3835.021240
	Iteration 15Q: 3 clusters Score -1.445062e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -14451193.000000 Penalty: 3835.021240
	Iteration 16Q: 3 clusters Score -1.445119e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 108048 members 
Entering Unmasked Estep 
Score: -14451663.000000 Penalty: 3835.021240
	Iteration 17Q: 3 clusters Score -1.445166e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 109468 members 
Entering Unmasked Estep 
Score: -14452080.000000 Penalty: 3835.021240
	Iteration 18Q: 3 clusters Score -1.445208e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -14452419.000000 Penalty: 3835.021240
	Iteration 19Q: 3 clusters Score -1.445242e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 111967 members 
Entering Unmasked Estep 
Score: -14452755.000000 Penalty: 3835.021240
	Iteration 20F: 3 clusters Score -1.445276e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -14453144.000000 Penalty: 3835.021240
	Iteration 21Q: 3 clusters Score -1.445314e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 114450 members 
Entering Unmasked Estep 
Score: -14453473.000000 Penalty: 3835.021240
	Iteration 22Q: 3 clusters Score -1.445347e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -14453751.000000 Penalty: 3835.021240
	Iteration 23Q: 3 clusters Score -1.445375e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -14454128.000000 Penalty: 3835.021240
	Iteration 24Q: 3 clusters Score -1.445413e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 117878 members 
Entering Unmasked Estep 
Score: -14454438.000000 Penalty: 3835.021240
	Iteration 25Q: 3 clusters Score -1.445444e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 119020 members 
Entering Unmasked Estep 
Score: -14454769.000000 Penalty: 3835.021240
	Iteration 26Q: 3 clusters Score -1.445477e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 120110 members 
Entering Unmasked Estep 
Score: -14455144.000000 Penalty: 3835.021240
	Iteration 27Q: 3 clusters Score -1.445514e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 121126 members 
Entering Unmasked Estep 
Score: -14455466.000000 Penalty: 3835.021240
	Iteration 28Q: 3 clusters Score -1.445547e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -14455765.000000 Penalty: 3835.021240
	Iteration 29Q: 3 clusters Score -1.445576e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -14456041.000000 Penalty: 3835.021240
	Iteration 30Q: 3 clusters Score -1.445604e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 123893 members 
Entering Unmasked Estep 
Score: -14456349.000000 Penalty: 3835.021240
	Iteration 31Q: 3 clusters Score -1.445635e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 124735 members 
Entering Unmasked Estep 
Score: -14456598.000000 Penalty: 3835.021240
	Iteration 32Q: 3 clusters Score -1.44566e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 125504 members 
Entering Unmasked Estep 
Score: -14456832.000000 Penalty: 3835.021240
	Iteration 33Q: 3 clusters Score -1.445683e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 126224 members 
Entering Unmasked Estep 
Score: -14457152.000000 Penalty: 3835.021240
	Iteration 34Q: 3 clusters Score -1.445715e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -14457340.000000 Penalty: 3835.021240
	Iteration 35Q: 3 clusters Score -1.445734e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 127416 members 
Entering Unmasked Estep 
Score: -14457526.000000 Penalty: 3835.021240
	Iteration 36Q: 3 clusters Score -1.445753e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 127899 members 
Entering Unmasked Estep 
Score: -14457646.000000 Penalty: 3835.021240
	Iteration 37Q: 3 clusters Score -1.445765e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 128348 members 
Entering Unmasked Estep 
Score: -14457724.000000 Penalty: 3835.021240
	Iteration 38Q: 3 clusters Score -1.445772e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 128728 members 
Entering Unmasked Estep 
Score: -14457848.000000 Penalty: 3835.021240
	Iteration 39Q: 3 clusters Score -1.445785e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 129077 members 
Entering Unmasked Estep 
Score: -14457944.000000 Penalty: 3835.021240
	Iteration 40F: 3 clusters Score -1.445794e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 129384 members 
Entering Unmasked Estep 
Score: -14458049.000000 Penalty: 3835.021240
	Iteration 41Q: 3 clusters Score -1.445805e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 129637 members 
Entering Unmasked Estep 
Score: -14458136.000000 Penalty: 3835.021240
	Iteration 42Q: 3 clusters Score -1.445814e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 129854 members 
Entering Unmasked Estep 
Score: -14458192.000000 Penalty: 3835.021240
	Iteration 43Q: 3 clusters Score -1.445819e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 130048 members 
Entering Unmasked Estep 
Score: -14458225.000000 Penalty: 3835.021240
	Iteration 44Q: 3 clusters Score -1.445822e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 130224 members 
Entering Unmasked Estep 
Score: -14458304.000000 Penalty: 3835.021240
	Iteration 45Q: 3 clusters Score -1.44583e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 130366 members 
Entering Unmasked Estep 
Score: -14458353.000000 Penalty: 3835.021240
	Iteration 46Q: 3 clusters Score -1.445835e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 130492 members 
Entering Unmasked Estep 
Score: -14458379.000000 Penalty: 3835.021240
	Iteration 47Q: 3 clusters Score -1.445838e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 130607 members 
Entering Unmasked Estep 
Score: -14458426.000000 Penalty: 3835.021240
	Iteration 48Q: 3 clusters Score -1.445843e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 130717 members 
Entering Unmasked Estep 
Score: -14458458.000000 Penalty: 3835.021240
	Iteration 49Q: 3 clusters Score -1.445846e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 130824 members 
Entering Unmasked Estep 
Score: -14458506.000000 Penalty: 3835.021240
	Iteration 50Q: 3 clusters Score -1.445851e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 130910 members 
Entering Unmasked Estep 
Score: -14458506.000000 Penalty: 3835.021240
	Iteration 51Q: 3 clusters Score -1.445851e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -14458535.000000 Penalty: 3835.021240
	Iteration 52Q: 3 clusters Score -1.445854e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 131051 members 
Entering Unmasked Estep 
Score: -14458539.000000 Penalty: 3835.021240
	Iteration 53Q: 3 clusters Score -1.445854e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 131102 members 
Entering Unmasked Estep 
Score: -14458571.000000 Penalty: 3835.021240
	Iteration 54Q: 3 clusters Score -1.445857e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 131157 members 
Entering Unmasked Estep 
Score: -14458595.000000 Penalty: 3835.021240
	Iteration 55Q: 3 clusters Score -1.44586e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 131204 members 
Entering Unmasked Estep 
Score: -14458593.000000 Penalty: 3835.021240
	Iteration 56Q: 3 clusters Score -1.445859e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 131254 members 
Entering Unmasked Estep 
Score: -14458603.000000 Penalty: 3835.021240
	Iteration 57Q: 3 clusters Score -1.44586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 131298 members 
Entering Unmasked Estep 
Score: -14458602.000000 Penalty: 3835.021240
	Iteration 58Q: 3 clusters Score -1.44586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 131340 members 
Entering Unmasked Estep 
Score: -14458619.000000 Penalty: 3835.021240
	Iteration 59Q: 3 clusters Score -1.445862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 131387 members 
Entering Unmasked Estep 
Score: -14458637.000000 Penalty: 3835.021240
	Iteration 60F: 3 clusters Score -1.445864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 131431 members 
Entering Unmasked Estep 
Score: -14458687.000000 Penalty: 3835.021240
	Iteration 61Q: 3 clusters Score -1.445869e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 131476 members 
Entering Unmasked Estep 
Score: -14458687.000000 Penalty: 3835.021240
	Iteration 62Q: 3 clusters Score -1.445869e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 131519 members 
Entering Unmasked Estep 
Score: -14458678.000000 Penalty: 3835.021240
	Iteration 63Q: 3 clusters Score -1.445868e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 131569 members 
Entering Unmasked Estep 
Score: -14458693.000000 Penalty: 3835.021240
	Iteration 64Q: 3 clusters Score -1.445869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 131608 members 
Entering Unmasked Estep 
Score: -14458695.000000 Penalty: 3835.021240
	Iteration 65Q: 3 clusters Score -1.44587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -14458729.000000 Penalty: 3835.021240
	Iteration 66Q: 3 clusters Score -1.445873e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 131664 members 
Entering Unmasked Estep 
Score: -14458735.000000 Penalty: 3835.021240
	Iteration 67Q: 3 clusters Score -1.445874e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 131692 members 
Entering Unmasked Estep 
Score: -14458736.000000 Penalty: 3835.021240
	Iteration 68Q: 3 clusters Score -1.445874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 131712 members 
Entering Unmasked Estep 
Score: -14458746.000000 Penalty: 3835.021240
	Iteration 69Q: 3 clusters Score -1.445875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 131728 members 
Entering Unmasked Estep 
Score: -14458735.000000 Penalty: 3835.021240
	Iteration 70Q: 3 clusters Score -1.445874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 131745 members 
Entering Unmasked Estep 
Score: -14458745.000000 Penalty: 3835.021240
	Iteration 71Q: 3 clusters Score -1.445874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 131763 members 
Entering Unmasked Estep 
Score: -14458747.000000 Penalty: 3835.021240
	Iteration 72Q: 3 clusters Score -1.445875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 131781 members 
Entering Unmasked Estep 
Score: -14458748.000000 Penalty: 3835.021240
	Iteration 73Q: 3 clusters Score -1.445875e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -14458754.000000 Penalty: 3835.021240
	Iteration 74Q: 3 clusters Score -1.445875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 131808 members 
Entering Unmasked Estep 
Score: -14458756.000000 Penalty: 3835.021240
	Iteration 75Q: 3 clusters Score -1.445876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 131820 members 
Entering Unmasked Estep 
Score: -14458755.000000 Penalty: 3835.021240
	Iteration 76Q: 3 clusters Score -1.445876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 131830 members 
Entering Unmasked Estep 
Score: -14458756.000000 Penalty: 3835.021240
	Iteration 77Q: 3 clusters Score -1.445876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 131838 members 
Entering Unmasked Estep 
Score: -14458762.000000 Penalty: 3835.021240
	Iteration 78Q: 3 clusters Score -1.445876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 131846 members 
Entering Unmasked Estep 
Score: -14458741.000000 Penalty: 3835.021240
	Iteration 79Q: 3 clusters Score -1.445874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 131856 members 
Entering Unmasked Estep 
Score: -14458756.000000 Penalty: 3835.021240
	Iteration 80F: 3 clusters Score -1.445876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 131864 members 
Entering Unmasked Estep 
Score: -14458771.000000 Penalty: 3835.021240
	Iteration 81Q: 3 clusters Score -1.445877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 131874 members 
Entering Unmasked Estep 
Score: -14458772.000000 Penalty: 3835.021240
	Iteration 82Q: 3 clusters Score -1.445877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 131885 members 
Entering Unmasked Estep 
Score: -14458784.000000 Penalty: 3835.021240
	Iteration 83Q: 3 clusters Score -1.445878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 131891 members 
Entering Unmasked Estep 
Score: -14458790.000000 Penalty: 3835.021240
	Iteration 84Q: 3 clusters Score -1.445879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 131898 members 
Entering Unmasked Estep 
Score: -14458789.000000 Penalty: 3835.021240
	Iteration 85Q: 3 clusters Score -1.445879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 131904 members 
Entering Unmasked Estep 
Score: -14458799.000000 Penalty: 3835.021240
	Iteration 86Q: 3 clusters Score -1.44588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 131907 members 
Entering Unmasked Estep 
Score: -14458799.000000 Penalty: 3835.021240
	Iteration 87Q: 3 clusters Score -1.44588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 131910 members 
Entering Unmasked Estep 
Score: -14458792.000000 Penalty: 3835.021240
	Iteration 88Q: 3 clusters Score -1.445879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 131912 members 
Entering Unmasked Estep 
Score: -14458800.000000 Penalty: 3835.021240
	Iteration 89Q: 3 clusters Score -1.44588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 131914 members 
Entering Unmasked Estep 
Score: -14458791.000000 Penalty: 3835.021240
	Iteration 90Q: 3 clusters Score -1.445879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 131915 members 
Entering Unmasked Estep 
Score: -14458793.000000 Penalty: 3835.021240
	Iteration 91Q: 3 clusters Score -1.445879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 131915 members 
Entering Unmasked Estep 
Score: -14458793.000000 Penalty: 3835.021240
	Iteration 92F: 3 clusters Score -1.445879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Entering Unmasked Estep 
Score: -4487667.000000 Penalty: 1730.549438
	Iteration 0F: 2 clusters Score -4487667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -4459464.500000 Penalty: 3461.098877
	Iteration 0F: 3 clusters Score -4459464 nChanged 19661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4470393.000000 Penalty: 3461.098877
	Iteration 1F: 3 clusters Score -4470393 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4470883.500000 Penalty: 3461.098877
	Iteration 2Q: 3 clusters Score -4470884 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -4471382.500000 Penalty: 3461.098877
	Iteration 3Q: 3 clusters Score -4471382 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4472092.500000 Penalty: 3461.098877
	Iteration 4Q: 3 clusters Score -4472092 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -4473204.500000 Penalty: 3461.098877
	Iteration 5F: 3 clusters Score -4473204 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -4475056.500000 Penalty: 3461.098877
	Iteration 6F: 3 clusters Score -4475056 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4477758.500000 Penalty: 3461.098877
	Iteration 7F: 3 clusters Score -4477758 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -4481062.500000 Penalty: 3461.098877
	Iteration 8F: 3 clusters Score -4481062 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -4483680.500000 Penalty: 3461.098877
	Iteration 9F: 3 clusters Score -4483680 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4485143.500000 Penalty: 3461.098877
	Iteration 10Q: 3 clusters Score -4485144 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -4485779.500000 Penalty: 3461.098877
	Iteration 11Q: 3 clusters Score -4485780 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -4486055.500000 Penalty: 3461.098877
	Iteration 12Q: 3 clusters Score -4486056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -4486170.000000 Penalty: 3461.098877
	Iteration 13Q: 3 clusters Score -4486170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -4486222.000000 Penalty: 3461.098877
	Iteration 14Q: 3 clusters Score -4486222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -4486253.000000 Penalty: 3461.098877
	Iteration 15Q: 3 clusters Score -4486253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -4486274.500000 Penalty: 3461.098877
	Iteration 16Q: 3 clusters Score -4486274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -4486293.500000 Penalty: 3461.098877
	Iteration 17Q: 3 clusters Score -4486294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -4486317.000000 Penalty: 3461.098877
	Iteration 18Q: 3 clusters Score -4486317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -4486350.500000 Penalty: 3461.098877
	Iteration 19Q: 3 clusters Score -4486350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -4486367.500000 Penalty: 3461.098877
	Iteration 20F: 3 clusters Score -4486368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -4486367.000000 Penalty: 3461.098877
	Iteration 21Q: 3 clusters Score -4486367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -4486374.500000 Penalty: 3461.098877
	Iteration 22Q: 3 clusters Score -4486374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -4486382.000000 Penalty: 3461.098877
	Iteration 23Q: 3 clusters Score -4486382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -4486388.000000 Penalty: 3461.098877
	Iteration 24Q: 3 clusters Score -4486388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -4486392.000000 Penalty: 3461.098877
	Iteration 25Q: 3 clusters Score -4486392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -4486394.000000 Penalty: 3461.098877
	Iteration 26Q: 3 clusters Score -4486394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -4486394.000000 Penalty: 3461.098877
	Iteration 27F: 3 clusters Score -4486394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (191466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191466 members 
Entering Unmasked Estep 
Score: -20717644.000000 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -2.071764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -20591450.000000 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -2.059145e+07 nChanged 92626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105548 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -20646754.000000 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -2.064675e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -20649042.000000 Penalty: 3952.801270
	Iteration 2Q: 3 clusters Score -2.064904e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121078 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -20653426.000000 Penalty: 3952.801270
	Iteration 3F: 3 clusters Score -2.065343e+07 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134562 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -20662068.000000 Penalty: 3952.801270
	Iteration 4F: 3 clusters Score -2.066207e+07 nChanged 17434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151988 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -20676552.000000 Penalty: 3952.801270
	Iteration 5F: 3 clusters Score -2.067655e+07 nChanged 18283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170271 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -20694654.000000 Penalty: 3952.801270
	Iteration 6F: 3 clusters Score -2.069465e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183777 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -20708516.000000 Penalty: 3952.801270
	Iteration 7F: 3 clusters Score -2.070852e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189718 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -20714234.000000 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -2.071423e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191106 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20715504.000000 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -2.07155e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191319 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20715798.000000 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -2.07158e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191347 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20715860.000000 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -2.071586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191357 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20715902.000000 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -2.07159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191355 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20715938.000000 Penalty: 3952.801270
	Iteration 13Q: 3 clusters Score -2.071594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191356 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20715954.000000 Penalty: 3952.801270
	Iteration 14Q: 3 clusters Score -2.071595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191358 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20715948.000000 Penalty: 3952.801270
	Iteration 15Q: 3 clusters Score -2.071595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191358 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20715944.000000 Penalty: 3952.801270
	Iteration 16Q: 3 clusters Score -2.071594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191360 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20715960.000000 Penalty: 3952.801270
	Iteration 17Q: 3 clusters Score -2.071596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191360 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20715960.000000 Penalty: 3952.801270
	Iteration 18F: 3 clusters Score -2.071596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Entering Unmasked Estep 
Score: -5912348.000000 Penalty: 1770.442993
	Iteration 0F: 2 clusters Score -5912348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -5876081.500000 Penalty: 3540.885986
	Iteration 0F: 3 clusters Score -5876082 nChanged 25361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -5890751.000000 Penalty: 3540.885986
	Iteration 1F: 3 clusters Score -5890751 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -5891583.000000 Penalty: 3540.885986
	Iteration 2Q: 3 clusters Score -5891583 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -5892847.500000 Penalty: 3540.885986
	Iteration 3F: 3 clusters Score -5892848 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -5895039.500000 Penalty: 3540.885986
	Iteration 4F: 3 clusters Score -5895040 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5898430.000000 Penalty: 3540.885986
	Iteration 5F: 3 clusters Score -5898430 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -5902703.000000 Penalty: 3540.885986
	Iteration 6F: 3 clusters Score -5902703 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -5906540.500000 Penalty: 3540.885986
	Iteration 7F: 3 clusters Score -5906540 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -5908886.000000 Penalty: 3540.885986
	Iteration 8Q: 3 clusters Score -5908886 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -5910052.000000 Penalty: 3540.885986
	Iteration 9Q: 3 clusters Score -5910052 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -5910463.500000 Penalty: 3540.885986
	Iteration 10Q: 3 clusters Score -5910464 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -5910632.000000 Penalty: 3540.885986
	Iteration 11Q: 3 clusters Score -5910632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -5910716.000000 Penalty: 3540.885986
	Iteration 12Q: 3 clusters Score -5910716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -5910773.500000 Penalty: 3540.885986
	Iteration 13Q: 3 clusters Score -5910774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -5910802.500000 Penalty: 3540.885986
	Iteration 14Q: 3 clusters Score -5910802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -5910811.000000 Penalty: 3540.885986
	Iteration 15Q: 3 clusters Score -5910811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -5910813.500000 Penalty: 3540.885986
	Iteration 16Q: 3 clusters Score -5910814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -5910816.000000 Penalty: 3540.885986
	Iteration 17Q: 3 clusters Score -5910816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -5910817.000000 Penalty: 3540.885986
	Iteration 18Q: 3 clusters Score -5910817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -5910816.000000 Penalty: 3540.885986
	Iteration 19Q: 3 clusters Score -5910816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -5910820.000000 Penalty: 3540.885986
	Iteration 20F: 3 clusters Score -5910820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -5910820.500000 Penalty: 3540.885986
	Iteration 21Q: 3 clusters Score -5910820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -5910826.000000 Penalty: 3540.885986
	Iteration 22Q: 3 clusters Score -5910826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -5910836.000000 Penalty: 3540.885986
	Iteration 23Q: 3 clusters Score -5910836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -5910839.500000 Penalty: 3540.885986
	Iteration 24Q: 3 clusters Score -5910840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -5910837.500000 Penalty: 3540.885986
	Iteration 25Q: 3 clusters Score -5910838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -5910842.000000 Penalty: 3540.885986
	Iteration 26Q: 3 clusters Score -5910842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -5910842.500000 Penalty: 3540.885986
	Iteration 27Q: 3 clusters Score -5910842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -5910842.500000 Penalty: 3540.885986
	Iteration 28F: 3 clusters Score -5910842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -367446.312500 Penalty: 1317.797974
	Iteration 0F: 2 clusters Score -367446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -364536.406250 Penalty: 2635.595947
	Iteration 0F: 3 clusters Score -364536.4 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -365206.156250 Penalty: 2635.595947
	Iteration 1F: 3 clusters Score -365206.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -365344.562500 Penalty: 2635.595947
	Iteration 2F: 3 clusters Score -365344.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -365430.062500 Penalty: 2635.595947
	Iteration 3Q: 3 clusters Score -365430.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -365484.968750 Penalty: 2635.595947
	Iteration 4Q: 3 clusters Score -365485 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -365534.468750 Penalty: 2635.595947
	Iteration 5Q: 3 clusters Score -365534.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -365570.218750 Penalty: 2635.595947
	Iteration 6Q: 3 clusters Score -365570.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -365598.656250 Penalty: 2635.595947
	Iteration 7Q: 3 clusters Score -365598.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -365627.531250 Penalty: 2635.595947
	Iteration 8Q: 3 clusters Score -365627.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -365655.593750 Penalty: 2635.595947
	Iteration 9Q: 3 clusters Score -365655.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -365686.125000 Penalty: 2635.595947
	Iteration 10Q: 3 clusters Score -365686.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -365721.250000 Penalty: 2635.595947
	Iteration 11Q: 3 clusters Score -365721.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -365745.687500 Penalty: 2635.595947
	Iteration 12Q: 3 clusters Score -365745.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -365778.500000 Penalty: 2635.595947
	Iteration 13Q: 3 clusters Score -365778.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -365806.343750 Penalty: 2635.595947
	Iteration 14Q: 3 clusters Score -365806.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -365834.031250 Penalty: 2635.595947
	Iteration 15Q: 3 clusters Score -365834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -365863.812500 Penalty: 2635.595947
	Iteration 16Q: 3 clusters Score -365863.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -365891.562500 Penalty: 2635.595947
	Iteration 17Q: 3 clusters Score -365891.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -365918.781250 Penalty: 2635.595947
	Iteration 18Q: 3 clusters Score -365918.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -365945.656250 Penalty: 2635.595947
	Iteration 19Q: 3 clusters Score -365945.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -365964.687500 Penalty: 2635.595947
	Iteration 20F: 3 clusters Score -365964.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -365984.843750 Penalty: 2635.595947
	Iteration 21Q: 3 clusters Score -365984.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -366005.562500 Penalty: 2635.595947
	Iteration 22Q: 3 clusters Score -366005.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -366035.843750 Penalty: 2635.595947
	Iteration 23Q: 3 clusters Score -366035.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -366071.187500 Penalty: 2635.595947
	Iteration 24Q: 3 clusters Score -366071.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -366099.531250 Penalty: 2635.595947
	Iteration 25Q: 3 clusters Score -366099.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -366117.000000 Penalty: 2635.595947
	Iteration 26Q: 3 clusters Score -366117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -366133.937500 Penalty: 2635.595947
	Iteration 27Q: 3 clusters Score -366133.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -366153.187500 Penalty: 2635.595947
	Iteration 28Q: 3 clusters Score -366153.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -366168.156250 Penalty: 2635.595947
	Iteration 29Q: 3 clusters Score -366168.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -366181.843750 Penalty: 2635.595947
	Iteration 30Q: 3 clusters Score -366181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -366194.750000 Penalty: 2635.595947
	Iteration 31Q: 3 clusters Score -366194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -366201.968750 Penalty: 2635.595947
	Iteration 32Q: 3 clusters Score -366202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -366211.437500 Penalty: 2635.595947
	Iteration 33Q: 3 clusters Score -366211.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -366220.156250 Penalty: 2635.595947
	Iteration 34Q: 3 clusters Score -366220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -366227.343750 Penalty: 2635.595947
	Iteration 35Q: 3 clusters Score -366227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -366233.000000 Penalty: 2635.595947
	Iteration 36Q: 3 clusters Score -366233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -366237.687500 Penalty: 2635.595947
	Iteration 37Q: 3 clusters Score -366237.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -366241.468750 Penalty: 2635.595947
	Iteration 38Q: 3 clusters Score -366241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -366247.406250 Penalty: 2635.595947
	Iteration 39Q: 3 clusters Score -366247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -366251.906250 Penalty: 2635.595947
	Iteration 40F: 3 clusters Score -366251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -366256.406250 Penalty: 2635.595947
	Iteration 41Q: 3 clusters Score -366256.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -366258.875000 Penalty: 2635.595947
	Iteration 42Q: 3 clusters Score -366258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -366261.906250 Penalty: 2635.595947
	Iteration 43Q: 3 clusters Score -366261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -366264.593750 Penalty: 2635.595947
	Iteration 44Q: 3 clusters Score -366264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -366268.343750 Penalty: 2635.595947
	Iteration 45Q: 3 clusters Score -366268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -366271.531250 Penalty: 2635.595947
	Iteration 46Q: 3 clusters Score -366271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -366274.531250 Penalty: 2635.595947
	Iteration 47Q: 3 clusters Score -366274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -366279.562500 Penalty: 2635.595947
	Iteration 48Q: 3 clusters Score -366279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -366284.718750 Penalty: 2635.595947
	Iteration 49Q: 3 clusters Score -366284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -366289.187500 Penalty: 2635.595947
	Iteration 50Q: 3 clusters Score -366289.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -366294.125000 Penalty: 2635.595947
	Iteration 51Q: 3 clusters Score -366294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -366295.812500 Penalty: 2635.595947
	Iteration 52Q: 3 clusters Score -366295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -366298.093750 Penalty: 2635.595947
	Iteration 53Q: 3 clusters Score -366298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -366298.593750 Penalty: 2635.595947
	Iteration 54Q: 3 clusters Score -366298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -366299.906250 Penalty: 2635.595947
	Iteration 55Q: 3 clusters Score -366299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -366300.062500 Penalty: 2635.595947
	Iteration 56Q: 3 clusters Score -366300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -366301.968750 Penalty: 2635.595947
	Iteration 57Q: 3 clusters Score -366302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -366301.968750 Penalty: 2635.595947
	Iteration 58F: 3 clusters Score -366302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -35059.535156 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -35059.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34142.781250 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -34142.78 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34340.234375 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -34340.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34429.171875 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -34429.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34467.167969 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -34467.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34498.179688 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -34498.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34519.117188 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -34519.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34533.175781 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -34533.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34537.367188 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -34537.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34541.855469 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -34541.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34541.855469 Penalty: 1934.804077
	Iteration 9F: 3 clusters Score -34541.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Entering Unmasked Estep 
Score: -5852136.000000 Penalty: 1768.861816
	Iteration 0F: 2 clusters Score -5852136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5816653.000000 Penalty: 3537.723633
	Iteration 0F: 3 clusters Score -5816653 nChanged 25104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -5830979.500000 Penalty: 3537.723633
	Iteration 1F: 3 clusters Score -5830980 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5831513.000000 Penalty: 3537.723633
	Iteration 2Q: 3 clusters Score -5831513 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -5832105.500000 Penalty: 3537.723633
	Iteration 3Q: 3 clusters Score -5832106 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5832852.500000 Penalty: 3537.723633
	Iteration 4Q: 3 clusters Score -5832852 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -5833876.500000 Penalty: 3537.723633
	Iteration 5Q: 3 clusters Score -5833876 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -5835278.500000 Penalty: 3537.723633
	Iteration 6Q: 3 clusters Score -5835278 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5837211.500000 Penalty: 3537.723633
	Iteration 7F: 3 clusters Score -5837212 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -5839379.500000 Penalty: 3537.723633
	Iteration 8F: 3 clusters Score -5839380 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5841653.000000 Penalty: 3537.723633
	Iteration 9F: 3 clusters Score -5841653 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -5843641.500000 Penalty: 3537.723633
	Iteration 10Q: 3 clusters Score -5843642 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -5845211.000000 Penalty: 3537.723633
	Iteration 11Q: 3 clusters Score -5845211 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -5846256.500000 Penalty: 3537.723633
	Iteration 12Q: 3 clusters Score -5846256 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5847195.500000 Penalty: 3537.723633
	Iteration 13Q: 3 clusters Score -5847196 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -5847908.000000 Penalty: 3537.723633
	Iteration 14Q: 3 clusters Score -5847908 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5848520.500000 Penalty: 3537.723633
	Iteration 15Q: 3 clusters Score -5848520 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5849027.000000 Penalty: 3537.723633
	Iteration 16Q: 3 clusters Score -5849027 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5849403.000000 Penalty: 3537.723633
	Iteration 17Q: 3 clusters Score -5849403 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5849691.000000 Penalty: 3537.723633
	Iteration 18Q: 3 clusters Score -5849691 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5849899.500000 Penalty: 3537.723633
	Iteration 19Q: 3 clusters Score -5849900 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5850061.000000 Penalty: 3537.723633
	Iteration 20F: 3 clusters Score -5850061 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5850207.500000 Penalty: 3537.723633
	Iteration 21Q: 3 clusters Score -5850208 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5850303.000000 Penalty: 3537.723633
	Iteration 22Q: 3 clusters Score -5850303 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5850383.000000 Penalty: 3537.723633
	Iteration 23Q: 3 clusters Score -5850383 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5850433.000000 Penalty: 3537.723633
	Iteration 24Q: 3 clusters Score -5850433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5850473.500000 Penalty: 3537.723633
	Iteration 25Q: 3 clusters Score -5850474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5850517.000000 Penalty: 3537.723633
	Iteration 26Q: 3 clusters Score -5850517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5850538.500000 Penalty: 3537.723633
	Iteration 27Q: 3 clusters Score -5850538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5850565.500000 Penalty: 3537.723633
	Iteration 28Q: 3 clusters Score -5850566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5850581.500000 Penalty: 3537.723633
	Iteration 29Q: 3 clusters Score -5850582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5850592.500000 Penalty: 3537.723633
	Iteration 30Q: 3 clusters Score -5850592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5850601.500000 Penalty: 3537.723633
	Iteration 31Q: 3 clusters Score -5850602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5850610.000000 Penalty: 3537.723633
	Iteration 32Q: 3 clusters Score -5850610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5850609.500000 Penalty: 3537.723633
	Iteration 33Q: 3 clusters Score -5850610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5850616.500000 Penalty: 3537.723633
	Iteration 34Q: 3 clusters Score -5850616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5850613.000000 Penalty: 3537.723633
	Iteration 35Q: 3 clusters Score -5850613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5850618.500000 Penalty: 3537.723633
	Iteration 36Q: 3 clusters Score -5850618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5850627.500000 Penalty: 3537.723633
	Iteration 37Q: 3 clusters Score -5850628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5850633.000000 Penalty: 3537.723633
	Iteration 38Q: 3 clusters Score -5850633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5850634.500000 Penalty: 3537.723633
	Iteration 39Q: 3 clusters Score -5850634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5850645.000000 Penalty: 3537.723633
	Iteration 40F: 3 clusters Score -5850645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5850652.000000 Penalty: 3537.723633
	Iteration 41Q: 3 clusters Score -5850652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5850657.000000 Penalty: 3537.723633
	Iteration 42Q: 3 clusters Score -5850657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5850664.000000 Penalty: 3537.723633
	Iteration 43Q: 3 clusters Score -5850664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5850672.000000 Penalty: 3537.723633
	Iteration 44Q: 3 clusters Score -5850672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5850676.500000 Penalty: 3537.723633
	Iteration 45Q: 3 clusters Score -5850676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5850684.000000 Penalty: 3537.723633
	Iteration 46Q: 3 clusters Score -5850684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5850689.000000 Penalty: 3537.723633
	Iteration 47Q: 3 clusters Score -5850689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5850694.000000 Penalty: 3537.723633
	Iteration 48Q: 3 clusters Score -5850694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5850695.500000 Penalty: 3537.723633
	Iteration 49Q: 3 clusters Score -5850696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5850695.500000 Penalty: 3537.723633
	Iteration 50F: 3 clusters Score -5850696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -493902.656250 Penalty: 1378.321777
	Iteration 0F: 2 clusters Score -493902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -490027.687500 Penalty: 2756.643555
	Iteration 0F: 3 clusters Score -490027.7 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -491320.468750 Penalty: 2756.643555
	Iteration 1F: 3 clusters Score -491320.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -491773.187500 Penalty: 2756.643555
	Iteration 2F: 3 clusters Score -491773.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -492275.625000 Penalty: 2756.643555
	Iteration 3F: 3 clusters Score -492275.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -492746.187500 Penalty: 2756.643555
	Iteration 4F: 3 clusters Score -492746.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -493064.281250 Penalty: 2756.643555
	Iteration 5F: 3 clusters Score -493064.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -493282.156250 Penalty: 2756.643555
	Iteration 6Q: 3 clusters Score -493282.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -493401.250000 Penalty: 2756.643555
	Iteration 7Q: 3 clusters Score -493401.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -493467.437500 Penalty: 2756.643555
	Iteration 8Q: 3 clusters Score -493467.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -493501.281250 Penalty: 2756.643555
	Iteration 9Q: 3 clusters Score -493501.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -493527.156250 Penalty: 2756.643555
	Iteration 10Q: 3 clusters Score -493527.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -493546.375000 Penalty: 2756.643555
	Iteration 11Q: 3 clusters Score -493546.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -493567.250000 Penalty: 2756.643555
	Iteration 12Q: 3 clusters Score -493567.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -493581.125000 Penalty: 2756.643555
	Iteration 13Q: 3 clusters Score -493581.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -493594.437500 Penalty: 2756.643555
	Iteration 14Q: 3 clusters Score -493594.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -493604.906250 Penalty: 2756.643555
	Iteration 15Q: 3 clusters Score -493604.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -493616.906250 Penalty: 2756.643555
	Iteration 16Q: 3 clusters Score -493616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -493626.062500 Penalty: 2756.643555
	Iteration 17Q: 3 clusters Score -493626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -493631.562500 Penalty: 2756.643555
	Iteration 18Q: 3 clusters Score -493631.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -493634.812500 Penalty: 2756.643555
	Iteration 19Q: 3 clusters Score -493634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -493638.468750 Penalty: 2756.643555
	Iteration 20F: 3 clusters Score -493638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -493640.468750 Penalty: 2756.643555
	Iteration 21Q: 3 clusters Score -493640.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -493644.062500 Penalty: 2756.643555
	Iteration 22Q: 3 clusters Score -493644.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -493647.593750 Penalty: 2756.643555
	Iteration 23Q: 3 clusters Score -493647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -493648.906250 Penalty: 2756.643555
	Iteration 24Q: 3 clusters Score -493648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -493649.843750 Penalty: 2756.643555
	Iteration 25Q: 3 clusters Score -493649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -493649.750000 Penalty: 2756.643555
	Iteration 26Q: 3 clusters Score -493649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -493651.312500 Penalty: 2756.643555
	Iteration 27Q: 3 clusters Score -493651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -493650.968750 Penalty: 2756.643555
	Iteration 28Q: 3 clusters Score -493651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -493652.062500 Penalty: 2756.643555
	Iteration 29Q: 3 clusters Score -493652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -493653.031250 Penalty: 2756.643555
	Iteration 30Q: 3 clusters Score -493653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -493654.000000 Penalty: 2756.643555
	Iteration 31Q: 3 clusters Score -493654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -493655.875000 Penalty: 2756.643555
	Iteration 32Q: 3 clusters Score -493655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -493656.718750 Penalty: 2756.643555
	Iteration 33Q: 3 clusters Score -493656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -493657.312500 Penalty: 2756.643555
	Iteration 34Q: 3 clusters Score -493657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -493657.687500 Penalty: 2756.643555
	Iteration 35Q: 3 clusters Score -493657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -493658.812500 Penalty: 2756.643555
	Iteration 36Q: 3 clusters Score -493658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -493659.000000 Penalty: 2756.643555
	Iteration 37Q: 3 clusters Score -493659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -493660.062500 Penalty: 2756.643555
	Iteration 38Q: 3 clusters Score -493660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -493660.468750 Penalty: 2756.643555
	Iteration 39Q: 3 clusters Score -493660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -493661.375000 Penalty: 2756.643555
	Iteration 40F: 3 clusters Score -493661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -493661.812500 Penalty: 2756.643555
	Iteration 41Q: 3 clusters Score -493661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -493662.750000 Penalty: 2756.643555
	Iteration 42Q: 3 clusters Score -493662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -493663.062500 Penalty: 2756.643555
	Iteration 43Q: 3 clusters Score -493663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -493663.593750 Penalty: 2756.643555
	Iteration 44Q: 3 clusters Score -493663.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -493663.593750 Penalty: 2756.643555
	Iteration 45F: 3 clusters Score -493663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Entering Unmasked Estep 
Score: -9418493.000000 Penalty: 1846.600342
	Iteration 0F: 2 clusters Score -9418493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -9360626.000000 Penalty: 3693.200684
	Iteration 0F: 3 clusters Score -9360626 nChanged 41171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -9384487.000000 Penalty: 3693.200684
	Iteration 1F: 3 clusters Score -9384487 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -9385192.000000 Penalty: 3693.200684
	Iteration 2Q: 3 clusters Score -9385192 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -9385968.000000 Penalty: 3693.200684
	Iteration 3Q: 3 clusters Score -9385968 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -9386882.000000 Penalty: 3693.200684
	Iteration 4Q: 3 clusters Score -9386882 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -9388108.000000 Penalty: 3693.200684
	Iteration 5Q: 3 clusters Score -9388108 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -9389761.000000 Penalty: 3693.200684
	Iteration 6Q: 3 clusters Score -9389761 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -9391770.000000 Penalty: 3693.200684
	Iteration 7Q: 3 clusters Score -9391770 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -9394222.000000 Penalty: 3693.200684
	Iteration 8F: 3 clusters Score -9394222 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -9396858.000000 Penalty: 3693.200684
	Iteration 9F: 3 clusters Score -9396858 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -9399694.000000 Penalty: 3693.200684
	Iteration 10F: 3 clusters Score -9399694 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -9402341.000000 Penalty: 3693.200684
	Iteration 11F: 3 clusters Score -9402341 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -9404063.000000 Penalty: 3693.200684
	Iteration 12Q: 3 clusters Score -9404063 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -9404891.000000 Penalty: 3693.200684
	Iteration 13Q: 3 clusters Score -9404891 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -9405425.000000 Penalty: 3693.200684
	Iteration 14Q: 3 clusters Score -9405425 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -9405660.000000 Penalty: 3693.200684
	Iteration 15Q: 3 clusters Score -9405660 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -9405881.000000 Penalty: 3693.200684
	Iteration 16Q: 3 clusters Score -9405881 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -9406140.000000 Penalty: 3693.200684
	Iteration 17Q: 3 clusters Score -9406140 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -9406364.000000 Penalty: 3693.200684
	Iteration 18Q: 3 clusters Score -9406364 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -9406711.000000 Penalty: 3693.200684
	Iteration 19Q: 3 clusters Score -9406711 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -9407084.000000 Penalty: 3693.200684
	Iteration 20F: 3 clusters Score -9407084 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -9407442.000000 Penalty: 3693.200684
	Iteration 21Q: 3 clusters Score -9407442 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -9407818.000000 Penalty: 3693.200684
	Iteration 22Q: 3 clusters Score -9407818 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -9408218.000000 Penalty: 3693.200684
	Iteration 23Q: 3 clusters Score -9408218 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -9408694.000000 Penalty: 3693.200684
	Iteration 24Q: 3 clusters Score -9408694 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -9409151.000000 Penalty: 3693.200684
	Iteration 25Q: 3 clusters Score -9409151 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -9409677.000000 Penalty: 3693.200684
	Iteration 26Q: 3 clusters Score -9409677 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -9410257.000000 Penalty: 3693.200684
	Iteration 27Q: 3 clusters Score -9410257 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -9410802.000000 Penalty: 3693.200684
	Iteration 28Q: 3 clusters Score -9410802 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -9411401.000000 Penalty: 3693.200684
	Iteration 29Q: 3 clusters Score -9411401 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -9412000.000000 Penalty: 3693.200684
	Iteration 30Q: 3 clusters Score -9412000 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -9412671.000000 Penalty: 3693.200684
	Iteration 31Q: 3 clusters Score -9412671 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 78984 members 
Entering Unmasked Estep 
Score: -9413365.000000 Penalty: 3693.200684
	Iteration 32Q: 3 clusters Score -9413365 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -9414048.000000 Penalty: 3693.200684
	Iteration 33Q: 3 clusters Score -9414048 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -9414617.000000 Penalty: 3693.200684
	Iteration 34Q: 3 clusters Score -9414617 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -9415119.000000 Penalty: 3693.200684
	Iteration 35Q: 3 clusters Score -9415119 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -9415554.000000 Penalty: 3693.200684
	Iteration 36Q: 3 clusters Score -9415554 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -9415901.000000 Penalty: 3693.200684
	Iteration 37Q: 3 clusters Score -9415901 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -9416166.000000 Penalty: 3693.200684
	Iteration 38Q: 3 clusters Score -9416166 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 84477 members 
Entering Unmasked Estep 
Score: -9416351.000000 Penalty: 3693.200684
	Iteration 39Q: 3 clusters Score -9416351 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -9416483.000000 Penalty: 3693.200684
	Iteration 40F: 3 clusters Score -9416483 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -9416564.000000 Penalty: 3693.200684
	Iteration 41Q: 3 clusters Score -9416564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 85040 members 
Entering Unmasked Estep 
Score: -9416645.000000 Penalty: 3693.200684
	Iteration 42Q: 3 clusters Score -9416645 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -9416716.000000 Penalty: 3693.200684
	Iteration 43Q: 3 clusters Score -9416716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
Score: -9416771.000000 Penalty: 3693.200684
	Iteration 44Q: 3 clusters Score -9416771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -9416815.000000 Penalty: 3693.200684
	Iteration 45Q: 3 clusters Score -9416815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -9416853.000000 Penalty: 3693.200684
	Iteration 46Q: 3 clusters Score -9416853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -9416879.000000 Penalty: 3693.200684
	Iteration 47Q: 3 clusters Score -9416879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -9416886.000000 Penalty: 3693.200684
	Iteration 48Q: 3 clusters Score -9416886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -9416897.000000 Penalty: 3693.200684
	Iteration 49Q: 3 clusters Score -9416897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -9416901.000000 Penalty: 3693.200684
	Iteration 50Q: 3 clusters Score -9416901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -9416928.000000 Penalty: 3693.200684
	Iteration 51Q: 3 clusters Score -9416928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -9416951.000000 Penalty: 3693.200684
	Iteration 52Q: 3 clusters Score -9416951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -9416953.000000 Penalty: 3693.200684
	Iteration 53Q: 3 clusters Score -9416953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 85548 members 
Entering Unmasked Estep 
Score: -9416971.000000 Penalty: 3693.200684
	Iteration 54Q: 3 clusters Score -9416971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
Score: -9416973.000000 Penalty: 3693.200684
	Iteration 55Q: 3 clusters Score -9416973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -9416979.000000 Penalty: 3693.200684
	Iteration 56Q: 3 clusters Score -9416979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -9416983.000000 Penalty: 3693.200684
	Iteration 57Q: 3 clusters Score -9416983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -9416988.000000 Penalty: 3693.200684
	Iteration 58Q: 3 clusters Score -9416988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -9416985.000000 Penalty: 3693.200684
	Iteration 59Q: 3 clusters Score -9416985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 85594 members 
Entering Unmasked Estep 
Score: -9416986.000000 Penalty: 3693.200684
	Iteration 60F: 3 clusters Score -9416986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 85602 members 
Entering Unmasked Estep 
Score: -9416991.000000 Penalty: 3693.200684
	Iteration 61Q: 3 clusters Score -9416991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -9416992.000000 Penalty: 3693.200684
	Iteration 62Q: 3 clusters Score -9416992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 85607 members 
Entering Unmasked Estep 
Score: -9416995.000000 Penalty: 3693.200684
	Iteration 63Q: 3 clusters Score -9416995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -9416995.000000 Penalty: 3693.200684
	Iteration 64Q: 3 clusters Score -9416995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -9416998.000000 Penalty: 3693.200684
	Iteration 65Q: 3 clusters Score -9416998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -9417006.000000 Penalty: 3693.200684
	Iteration 66Q: 3 clusters Score -9417006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -9417001.000000 Penalty: 3693.200684
	Iteration 67Q: 3 clusters Score -9417001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -9417006.000000 Penalty: 3693.200684
	Iteration 68Q: 3 clusters Score -9417006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -9417006.000000 Penalty: 3693.200684
	Iteration 69F: 3 clusters Score -9417006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 70794 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73646 members 
Mstep: Class 7 contains 48381 members 
Mstep: Class 8 contains 42303 members 
Mstep: Class 9 contains 133261 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191466 members 
Mstep: Class 13 contains 53908 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53386 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859632.000000 Penalty: 35598.257812
Iteration 399Q: 17 clusters Score -9.385963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 70794 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73644 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42302 members 
Mstep: Class 9 contains 133271 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191465 members 
Mstep: Class 13 contains 53908 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53386 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859560.000000 Penalty: 35598.257812
Iteration 400F: 17 clusters Score -9.385956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 70794 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73643 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42302 members 
Mstep: Class 9 contains 133281 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191463 members 
Mstep: Class 13 contains 53908 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53386 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859624.000000 Penalty: 35598.257812
Iteration 401Q: 17 clusters Score -9.385962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 70794 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73639 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42302 members 
Mstep: Class 9 contains 133288 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191464 members 
Mstep: Class 13 contains 53908 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53385 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859624.000000 Penalty: 35598.257812
Iteration 402Q: 17 clusters Score -9.385962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 70792 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73640 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42302 members 
Mstep: Class 9 contains 133299 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191461 members 
Mstep: Class 13 contains 53908 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53384 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859616.000000 Penalty: 35598.257812
Iteration 403Q: 17 clusters Score -9.385962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 70787 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73639 members 
Mstep: Class 7 contains 48378 members 
Mstep: Class 8 contains 42302 members 
Mstep: Class 9 contains 133315 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191455 members 
Mstep: Class 13 contains 53908 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53384 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859624.000000 Penalty: 35598.257812
Iteration 404Q: 17 clusters Score -9.385962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 70786 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73639 members 
Mstep: Class 7 contains 48378 members 
Mstep: Class 8 contains 42303 members 
Mstep: Class 9 contains 133325 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191450 members 
Mstep: Class 13 contains 53908 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53384 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859688.000000 Penalty: 35598.257812
Iteration 405Q: 17 clusters Score -9.385969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73637 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42303 members 
Mstep: Class 9 contains 133333 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191449 members 
Mstep: Class 13 contains 53908 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53382 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859704.000000 Penalty: 35598.257812
Iteration 406Q: 17 clusters Score -9.38597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73637 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42303 members 
Mstep: Class 9 contains 133345 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191444 members 
Mstep: Class 13 contains 53908 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53382 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859696.000000 Penalty: 35598.257812
Iteration 407Q: 17 clusters Score -9.38597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73638 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42303 members 
Mstep: Class 9 contains 133353 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 191442 members 
Mstep: Class 13 contains 53907 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53381 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859760.000000 Penalty: 35598.257812
Iteration 408Q: 17 clusters Score -9.385976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73637 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42303 members 
Mstep: Class 9 contains 133359 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191441 members 
Mstep: Class 13 contains 53903 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53380 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859720.000000 Penalty: 35598.257812
Iteration 409Q: 17 clusters Score -9.385972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73638 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42304 members 
Mstep: Class 9 contains 133359 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191438 members 
Mstep: Class 13 contains 53902 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53380 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859744.000000 Penalty: 35598.257812
Iteration 410Q: 17 clusters Score -9.385974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73638 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42306 members 
Mstep: Class 9 contains 133362 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191435 members 
Mstep: Class 13 contains 53901 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53379 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859736.000000 Penalty: 35598.257812
Iteration 411Q: 17 clusters Score -9.385974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73639 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42308 members 
Mstep: Class 9 contains 133364 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191433 members 
Mstep: Class 13 contains 53901 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53377 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859752.000000 Penalty: 35598.257812
Iteration 412Q: 17 clusters Score -9.385975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 70784 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73637 members 
Mstep: Class 7 contains 48381 members 
Mstep: Class 8 contains 42308 members 
Mstep: Class 9 contains 133370 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191432 members 
Mstep: Class 13 contains 53899 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53376 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859768.000000 Penalty: 35598.257812
Iteration 413Q: 17 clusters Score -9.385977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 70782 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73637 members 
Mstep: Class 7 contains 48381 members 
Mstep: Class 8 contains 42307 members 
Mstep: Class 9 contains 133375 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191433 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53375 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859760.000000 Penalty: 35598.257812
Iteration 414Q: 17 clusters Score -9.385976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 70781 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73635 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42306 members 
Mstep: Class 9 contains 133379 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191433 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53375 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859704.000000 Penalty: 35598.257812
Iteration 415Q: 17 clusters Score -9.38597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 70779 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73635 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42306 members 
Mstep: Class 9 contains 133389 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191427 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53375 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859688.000000 Penalty: 35598.257812
Iteration 416Q: 17 clusters Score -9.385969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 70777 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73638 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42306 members 
Mstep: Class 9 contains 133397 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191423 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53374 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859680.000000 Penalty: 35598.257812
Iteration 417Q: 17 clusters Score -9.385968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 70775 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73639 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42306 members 
Mstep: Class 9 contains 133404 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191419 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53374 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859696.000000 Penalty: 35598.257812
Iteration 418Q: 17 clusters Score -9.38597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 70775 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73638 members 
Mstep: Class 7 contains 48382 members 
Mstep: Class 8 contains 42308 members 
Mstep: Class 9 contains 133411 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191411 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53374 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859672.000000 Penalty: 35598.257812
Iteration 419Q: 17 clusters Score -9.385967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 70775 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73637 members 
Mstep: Class 7 contains 48381 members 
Mstep: Class 8 contains 42306 members 
Mstep: Class 9 contains 133417 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191411 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53373 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859720.000000 Penalty: 35598.257812
Iteration 420F: 17 clusters Score -9.385972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 70775 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73637 members 
Mstep: Class 7 contains 48381 members 
Mstep: Class 8 contains 42304 members 
Mstep: Class 9 contains 133422 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191412 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 86113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859752.000000 Penalty: 35598.257812
Iteration 421Q: 17 clusters Score -9.385975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 70775 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73637 members 
Mstep: Class 7 contains 48381 members 
Mstep: Class 8 contains 42306 members 
Mstep: Class 9 contains 133427 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191408 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 86112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859736.000000 Penalty: 35598.257812
Iteration 422Q: 17 clusters Score -9.385974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 70773 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73637 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42308 members 
Mstep: Class 9 contains 133436 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191405 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4825 members 
Mstep: Class 19 contains 86110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859728.000000 Penalty: 35598.257812
Iteration 423Q: 17 clusters Score -9.385973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 70772 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73635 members 
Mstep: Class 7 contains 48380 members 
Mstep: Class 8 contains 42310 members 
Mstep: Class 9 contains 133443 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191405 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4823 members 
Mstep: Class 19 contains 86107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859672.000000 Penalty: 35598.257812
Iteration 424Q: 17 clusters Score -9.385967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 70773 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73635 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42312 members 
Mstep: Class 9 contains 133447 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191402 members 
Mstep: Class 13 contains 53898 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 86106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859688.000000 Penalty: 35598.257812
Iteration 425Q: 17 clusters Score -9.385969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 70773 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73635 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42314 members 
Mstep: Class 9 contains 133447 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191402 members 
Mstep: Class 13 contains 53897 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 86106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859656.000000 Penalty: 35598.257812
Iteration 426Q: 17 clusters Score -9.385966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 70774 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73635 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42315 members 
Mstep: Class 9 contains 133447 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191400 members 
Mstep: Class 13 contains 53897 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 86106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859656.000000 Penalty: 35598.257812
Iteration 427Q: 17 clusters Score -9.385966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 70774 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73635 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42315 members 
Mstep: Class 9 contains 133448 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191399 members 
Mstep: Class 13 contains 53897 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 86106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859680.000000 Penalty: 35598.257812
Iteration 428Q: 17 clusters Score -9.385968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 70774 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73634 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42315 members 
Mstep: Class 9 contains 133449 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191400 members 
Mstep: Class 13 contains 53896 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 86106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859664.000000 Penalty: 35598.257812
Iteration 429Q: 17 clusters Score -9.385966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 70774 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 73634 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 42315 members 
Mstep: Class 9 contains 133449 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 191400 members 
Mstep: Class 13 contains 53896 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 53372 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 86106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93859664.000000 Penalty: 35598.257812
Iteration 430F: 17 clusters Score -9.385966e+07 nChanged 0
Entering ConstructFrom: 
Score: -93859664.000000 Penalty: 35598.257812
Entering ConstructFrom: 
Trying to split cluster 1 (73272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Entering Unmasked Estep 
Score: -8007660.500000 Penalty: 1820.314209
	Iteration 0F: 2 clusters Score -8007660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -7958541.500000 Penalty: 3640.628418
	Iteration 0F: 3 clusters Score -7958542 nChanged 34796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7978727.500000 Penalty: 3640.628418
	Iteration 1F: 3 clusters Score -7978728 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -7979602.500000 Penalty: 3640.628418
	Iteration 2Q: 3 clusters Score -7979602 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7980625.500000 Penalty: 3640.628418
	Iteration 3Q: 3 clusters Score -7980626 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -7982252.000000 Penalty: 3640.628418
	Iteration 4Q: 3 clusters Score -7982252 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -7984602.500000 Penalty: 3640.628418
	Iteration 5F: 3 clusters Score -7984602 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -7987650.000000 Penalty: 3640.628418
	Iteration 6F: 3 clusters Score -7987650 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -7991138.500000 Penalty: 3640.628418
	Iteration 7F: 3 clusters Score -7991138 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -7994468.500000 Penalty: 3640.628418
	Iteration 8F: 3 clusters Score -7994468 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -7996782.500000 Penalty: 3640.628418
	Iteration 9Q: 3 clusters Score -7996782 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -7998355.500000 Penalty: 3640.628418
	Iteration 10Q: 3 clusters Score -7998356 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -7999273.500000 Penalty: 3640.628418
	Iteration 11Q: 3 clusters Score -7999274 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -7999942.000000 Penalty: 3640.628418
	Iteration 12Q: 3 clusters Score -7999942 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -8000594.000000 Penalty: 3640.628418
	Iteration 13Q: 3 clusters Score -8000594 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -8001080.500000 Penalty: 3640.628418
	Iteration 14Q: 3 clusters Score -8001080 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -8001699.000000 Penalty: 3640.628418
	Iteration 15Q: 3 clusters Score -8001699 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -8002317.000000 Penalty: 3640.628418
	Iteration 16Q: 3 clusters Score -8002317 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -8002952.000000 Penalty: 3640.628418
	Iteration 17Q: 3 clusters Score -8002952 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -8003548.000000 Penalty: 3640.628418
	Iteration 18Q: 3 clusters Score -8003548 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -8004169.500000 Penalty: 3640.628418
	Iteration 19Q: 3 clusters Score -8004170 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -8004666.500000 Penalty: 3640.628418
	Iteration 20F: 3 clusters Score -8004666 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -8005066.000000 Penalty: 3640.628418
	Iteration 21Q: 3 clusters Score -8005066 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -8005390.000000 Penalty: 3640.628418
	Iteration 22Q: 3 clusters Score -8005390 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -8005597.500000 Penalty: 3640.628418
	Iteration 23Q: 3 clusters Score -8005598 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -8005746.000000 Penalty: 3640.628418
	Iteration 24Q: 3 clusters Score -8005746 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -8005844.000000 Penalty: 3640.628418
	Iteration 25Q: 3 clusters Score -8005844 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -8005955.500000 Penalty: 3640.628418
	Iteration 26Q: 3 clusters Score -8005956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -8006027.500000 Penalty: 3640.628418
	Iteration 27Q: 3 clusters Score -8006028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -8006090.000000 Penalty: 3640.628418
	Iteration 28Q: 3 clusters Score -8006090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -8006102.000000 Penalty: 3640.628418
	Iteration 29Q: 3 clusters Score -8006102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -8006119.500000 Penalty: 3640.628418
	Iteration 30Q: 3 clusters Score -8006120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -8006127.500000 Penalty: 3640.628418
	Iteration 31Q: 3 clusters Score -8006128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -8006136.500000 Penalty: 3640.628418
	Iteration 32Q: 3 clusters Score -8006136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -8006140.500000 Penalty: 3640.628418
	Iteration 33Q: 3 clusters Score -8006140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -8006167.000000 Penalty: 3640.628418
	Iteration 34Q: 3 clusters Score -8006167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -8006165.500000 Penalty: 3640.628418
	Iteration 35Q: 3 clusters Score -8006166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -8006178.000000 Penalty: 3640.628418
	Iteration 36Q: 3 clusters Score -8006178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -8006177.000000 Penalty: 3640.628418
	Iteration 37Q: 3 clusters Score -8006177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -8006186.500000 Penalty: 3640.628418
	Iteration 38Q: 3 clusters Score -8006186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -8006201.500000 Penalty: 3640.628418
	Iteration 39Q: 3 clusters Score -8006202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -8006203.000000 Penalty: 3640.628418
	Iteration 40F: 3 clusters Score -8006203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -8006203.000000 Penalty: 3640.628418
	Iteration 41Q: 3 clusters Score -8006203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -8006203.500000 Penalty: 3640.628418
	Iteration 42Q: 3 clusters Score -8006204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -8006204.500000 Penalty: 3640.628418
	Iteration 43Q: 3 clusters Score -8006204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -8006211.000000 Penalty: 3640.628418
	Iteration 44Q: 3 clusters Score -8006211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -8006211.000000 Penalty: 3640.628418
	Iteration 45F: 3 clusters Score -8006211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Entering Unmasked Estep 
Score: -7743833.500000 Penalty: 1814.677612
	Iteration 0F: 2 clusters Score -7743834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -7696634.500000 Penalty: 3629.355225
	Iteration 0F: 3 clusters Score -7696634 nChanged 33414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -7715734.000000 Penalty: 3629.355225
	Iteration 1F: 3 clusters Score -7715734 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -7716764.500000 Penalty: 3629.355225
	Iteration 2Q: 3 clusters Score -7716764 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7718380.500000 Penalty: 3629.355225
	Iteration 3F: 3 clusters Score -7718380 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -7720767.500000 Penalty: 3629.355225
	Iteration 4F: 3 clusters Score -7720768 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -7724302.000000 Penalty: 3629.355225
	Iteration 5F: 3 clusters Score -7724302 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -7728886.500000 Penalty: 3629.355225
	Iteration 6F: 3 clusters Score -7728886 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -7733506.500000 Penalty: 3629.355225
	Iteration 7F: 3 clusters Score -7733506 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -7736801.500000 Penalty: 3629.355225
	Iteration 8Q: 3 clusters Score -7736802 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -7738469.000000 Penalty: 3629.355225
	Iteration 9Q: 3 clusters Score -7738469 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -7739232.500000 Penalty: 3629.355225
	Iteration 10Q: 3 clusters Score -7739232 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -7739638.000000 Penalty: 3629.355225
	Iteration 11Q: 3 clusters Score -7739638 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -7739923.500000 Penalty: 3629.355225
	Iteration 12Q: 3 clusters Score -7739924 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -7740097.000000 Penalty: 3629.355225
	Iteration 13Q: 3 clusters Score -7740097 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -7740333.000000 Penalty: 3629.355225
	Iteration 14Q: 3 clusters Score -7740333 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -7740527.500000 Penalty: 3629.355225
	Iteration 15Q: 3 clusters Score -7740528 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7740774.500000 Penalty: 3629.355225
	Iteration 16Q: 3 clusters Score -7740774 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7740967.000000 Penalty: 3629.355225
	Iteration 17Q: 3 clusters Score -7740967 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -7741152.000000 Penalty: 3629.355225
	Iteration 18Q: 3 clusters Score -7741152 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -7741337.000000 Penalty: 3629.355225
	Iteration 19Q: 3 clusters Score -7741337 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7741487.000000 Penalty: 3629.355225
	Iteration 20F: 3 clusters Score -7741487 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7741600.500000 Penalty: 3629.355225
	Iteration 21Q: 3 clusters Score -7741600 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7741696.500000 Penalty: 3629.355225
	Iteration 22Q: 3 clusters Score -7741696 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7741821.500000 Penalty: 3629.355225
	Iteration 23Q: 3 clusters Score -7741822 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7741908.500000 Penalty: 3629.355225
	Iteration 24Q: 3 clusters Score -7741908 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7742008.000000 Penalty: 3629.355225
	Iteration 25Q: 3 clusters Score -7742008 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7742068.500000 Penalty: 3629.355225
	Iteration 26Q: 3 clusters Score -7742068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7742110.000000 Penalty: 3629.355225
	Iteration 27Q: 3 clusters Score -7742110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7742155.000000 Penalty: 3629.355225
	Iteration 28Q: 3 clusters Score -7742155 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7742190.500000 Penalty: 3629.355225
	Iteration 29Q: 3 clusters Score -7742190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7742231.000000 Penalty: 3629.355225
	Iteration 30Q: 3 clusters Score -7742231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7742252.000000 Penalty: 3629.355225
	Iteration 31Q: 3 clusters Score -7742252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7742267.500000 Penalty: 3629.355225
	Iteration 32Q: 3 clusters Score -7742268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7742274.000000 Penalty: 3629.355225
	Iteration 33Q: 3 clusters Score -7742274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7742295.000000 Penalty: 3629.355225
	Iteration 34Q: 3 clusters Score -7742295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7742320.000000 Penalty: 3629.355225
	Iteration 35Q: 3 clusters Score -7742320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7742320.500000 Penalty: 3629.355225
	Iteration 36Q: 3 clusters Score -7742320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7742328.500000 Penalty: 3629.355225
	Iteration 37Q: 3 clusters Score -7742328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7742340.500000 Penalty: 3629.355225
	Iteration 38Q: 3 clusters Score -7742340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7742337.000000 Penalty: 3629.355225
	Iteration 39Q: 3 clusters Score -7742337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7742367.500000 Penalty: 3629.355225
	Iteration 40F: 3 clusters Score -7742368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7742368.000000 Penalty: 3629.355225
	Iteration 41Q: 3 clusters Score -7742368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7742380.000000 Penalty: 3629.355225
	Iteration 42Q: 3 clusters Score -7742380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7742403.000000 Penalty: 3629.355225
	Iteration 43Q: 3 clusters Score -7742403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7742448.500000 Penalty: 3629.355225
	Iteration 44Q: 3 clusters Score -7742448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7742454.500000 Penalty: 3629.355225
	Iteration 45Q: 3 clusters Score -7742454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7742464.000000 Penalty: 3629.355225
	Iteration 46Q: 3 clusters Score -7742464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7742471.500000 Penalty: 3629.355225
	Iteration 47Q: 3 clusters Score -7742472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7742488.000000 Penalty: 3629.355225
	Iteration 48Q: 3 clusters Score -7742488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7742492.000000 Penalty: 3629.355225
	Iteration 49Q: 3 clusters Score -7742492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7742495.000000 Penalty: 3629.355225
	Iteration 50Q: 3 clusters Score -7742495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7742489.500000 Penalty: 3629.355225
	Iteration 51Q: 3 clusters Score -7742490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7742491.000000 Penalty: 3629.355225
	Iteration 52Q: 3 clusters Score -7742491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7742491.000000 Penalty: 3629.355225
	Iteration 53F: 3 clusters Score -7742491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Entering Unmasked Estep 
Score: -570484.312500 Penalty: 1400.503906
	Iteration 0F: 2 clusters Score -570484.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -566148.875000 Penalty: 2801.007812
	Iteration 0F: 3 clusters Score -566148.9 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -567452.250000 Penalty: 2801.007812
	Iteration 1F: 3 clusters Score -567452.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -567693.750000 Penalty: 2801.007812
	Iteration 2F: 3 clusters Score -567693.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -567909.750000 Penalty: 2801.007812
	Iteration 3F: 3 clusters Score -567909.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -568144.562500 Penalty: 2801.007812
	Iteration 4F: 3 clusters Score -568144.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -568365.562500 Penalty: 2801.007812
	Iteration 5F: 3 clusters Score -568365.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -568601.437500 Penalty: 2801.007812
	Iteration 6F: 3 clusters Score -568601.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -568780.500000 Penalty: 2801.007812
	Iteration 7F: 3 clusters Score -568780.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -568901.000000 Penalty: 2801.007812
	Iteration 8Q: 3 clusters Score -568901 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -568990.625000 Penalty: 2801.007812
	Iteration 9Q: 3 clusters Score -568990.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -569063.312500 Penalty: 2801.007812
	Iteration 10Q: 3 clusters Score -569063.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -569126.187500 Penalty: 2801.007812
	Iteration 11Q: 3 clusters Score -569126.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -569179.062500 Penalty: 2801.007812
	Iteration 12Q: 3 clusters Score -569179.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -569222.687500 Penalty: 2801.007812
	Iteration 13Q: 3 clusters Score -569222.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -569288.687500 Penalty: 2801.007812
	Iteration 14Q: 3 clusters Score -569288.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -569361.625000 Penalty: 2801.007812
	Iteration 15Q: 3 clusters Score -569361.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -569466.625000 Penalty: 2801.007812
	Iteration 16Q: 3 clusters Score -569466.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -569582.437500 Penalty: 2801.007812
	Iteration 17Q: 3 clusters Score -569582.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -569661.687500 Penalty: 2801.007812
	Iteration 18Q: 3 clusters Score -569661.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -569707.750000 Penalty: 2801.007812
	Iteration 19Q: 3 clusters Score -569707.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -569748.125000 Penalty: 2801.007812
	Iteration 20F: 3 clusters Score -569748.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -569786.562500 Penalty: 2801.007812
	Iteration 21Q: 3 clusters Score -569786.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -569825.937500 Penalty: 2801.007812
	Iteration 22Q: 3 clusters Score -569825.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -569889.937500 Penalty: 2801.007812
	Iteration 23Q: 3 clusters Score -569889.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -569941.187500 Penalty: 2801.007812
	Iteration 24Q: 3 clusters Score -569941.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -569976.250000 Penalty: 2801.007812
	Iteration 25Q: 3 clusters Score -569976.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -569997.875000 Penalty: 2801.007812
	Iteration 26Q: 3 clusters Score -569997.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -570013.187500 Penalty: 2801.007812
	Iteration 27Q: 3 clusters Score -570013.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -570025.000000 Penalty: 2801.007812
	Iteration 28Q: 3 clusters Score -570025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -570034.437500 Penalty: 2801.007812
	Iteration 29Q: 3 clusters Score -570034.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -570046.250000 Penalty: 2801.007812
	Iteration 30Q: 3 clusters Score -570046.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -570058.187500 Penalty: 2801.007812
	Iteration 31Q: 3 clusters Score -570058.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -570081.500000 Penalty: 2801.007812
	Iteration 32Q: 3 clusters Score -570081.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -570099.375000 Penalty: 2801.007812
	Iteration 33Q: 3 clusters Score -570099.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -570117.875000 Penalty: 2801.007812
	Iteration 34Q: 3 clusters Score -570117.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -570137.250000 Penalty: 2801.007812
	Iteration 35Q: 3 clusters Score -570137.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -570160.437500 Penalty: 2801.007812
	Iteration 36Q: 3 clusters Score -570160.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -570179.312500 Penalty: 2801.007812
	Iteration 37Q: 3 clusters Score -570179.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -570195.437500 Penalty: 2801.007812
	Iteration 38Q: 3 clusters Score -570195.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -570206.625000 Penalty: 2801.007812
	Iteration 39Q: 3 clusters Score -570206.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -570214.125000 Penalty: 2801.007812
	Iteration 40F: 3 clusters Score -570214.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -570217.562500 Penalty: 2801.007812
	Iteration 41Q: 3 clusters Score -570217.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -570221.125000 Penalty: 2801.007812
	Iteration 42Q: 3 clusters Score -570221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -570223.125000 Penalty: 2801.007812
	Iteration 43Q: 3 clusters Score -570223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -570224.375000 Penalty: 2801.007812
	Iteration 44Q: 3 clusters Score -570224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -570225.375000 Penalty: 2801.007812
	Iteration 45Q: 3 clusters Score -570225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -570224.187500 Penalty: 2801.007812
	Iteration 46Q: 3 clusters Score -570224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -570224.187500 Penalty: 2801.007812
	Iteration 47F: 3 clusters Score -570224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -66704.921875 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -66704.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65518.062500 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -65518.06 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65706.984375 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -65706.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65766.062500 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -65766.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65784.984375 Penalty: 2103.512451
	Iteration 3Q: 3 clusters Score -65784.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65792.890625 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -65792.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65801.093750 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -65801.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65807.351562 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -65807.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65808.531250 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -65808.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65809.593750 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -65809.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65811.273438 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -65811.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65811.273438 Penalty: 2103.512451
	Iteration 10F: 3 clusters Score -65811.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Entering Unmasked Estep 
Score: -8040159.000000 Penalty: 1821.115112
	Iteration 0F: 2 clusters Score -8040159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -7990894.500000 Penalty: 3642.230225
	Iteration 0F: 3 clusters Score -7990894 nChanged 35030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -8010729.500000 Penalty: 3642.230225
	Iteration 1F: 3 clusters Score -8010730 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -8011253.500000 Penalty: 3642.230225
	Iteration 2Q: 3 clusters Score -8011254 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8012032.000000 Penalty: 3642.230225
	Iteration 3Q: 3 clusters Score -8012032 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -8013207.000000 Penalty: 3642.230225
	Iteration 4Q: 3 clusters Score -8013207 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -8015221.500000 Penalty: 3642.230225
	Iteration 5F: 3 clusters Score -8015222 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -8018614.000000 Penalty: 3642.230225
	Iteration 6F: 3 clusters Score -8018614 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -8023703.000000 Penalty: 3642.230225
	Iteration 7F: 3 clusters Score -8023703 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -8029474.500000 Penalty: 3642.230225
	Iteration 8F: 3 clusters Score -8029474 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -8033860.000000 Penalty: 3642.230225
	Iteration 9F: 3 clusters Score -8033860 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -8036317.000000 Penalty: 3642.230225
	Iteration 10Q: 3 clusters Score -8036317 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -8037529.500000 Penalty: 3642.230225
	Iteration 11Q: 3 clusters Score -8037530 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -8038121.000000 Penalty: 3642.230225
	Iteration 12Q: 3 clusters Score -8038121 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -8038438.000000 Penalty: 3642.230225
	Iteration 13Q: 3 clusters Score -8038438 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -8038625.000000 Penalty: 3642.230225
	Iteration 14Q: 3 clusters Score -8038625 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -8038722.000000 Penalty: 3642.230225
	Iteration 15Q: 3 clusters Score -8038722 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -8038790.500000 Penalty: 3642.230225
	Iteration 16Q: 3 clusters Score -8038790 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -8038861.000000 Penalty: 3642.230225
	Iteration 17Q: 3 clusters Score -8038861 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -8038891.000000 Penalty: 3642.230225
	Iteration 18Q: 3 clusters Score -8038891 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -8038907.000000 Penalty: 3642.230225
	Iteration 19Q: 3 clusters Score -8038907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -8038937.500000 Penalty: 3642.230225
	Iteration 20F: 3 clusters Score -8038938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -8038969.000000 Penalty: 3642.230225
	Iteration 21Q: 3 clusters Score -8038969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -8038978.500000 Penalty: 3642.230225
	Iteration 22Q: 3 clusters Score -8038978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -8038979.500000 Penalty: 3642.230225
	Iteration 23Q: 3 clusters Score -8038980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -8038973.000000 Penalty: 3642.230225
	Iteration 24Q: 3 clusters Score -8038973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -8038999.000000 Penalty: 3642.230225
	Iteration 25Q: 3 clusters Score -8038999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -8039004.000000 Penalty: 3642.230225
	Iteration 26Q: 3 clusters Score -8039004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -8039028.000000 Penalty: 3642.230225
	Iteration 27Q: 3 clusters Score -8039028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -8039025.500000 Penalty: 3642.230225
	Iteration 28Q: 3 clusters Score -8039026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -8039030.000000 Penalty: 3642.230225
	Iteration 29Q: 3 clusters Score -8039030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -8039034.500000 Penalty: 3642.230225
	Iteration 30Q: 3 clusters Score -8039034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -8039037.000000 Penalty: 3642.230225
	Iteration 31Q: 3 clusters Score -8039037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -8039046.500000 Penalty: 3642.230225
	Iteration 32Q: 3 clusters Score -8039046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -8039042.000000 Penalty: 3642.230225
	Iteration 33Q: 3 clusters Score -8039042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -8039041.000000 Penalty: 3642.230225
	Iteration 34Q: 3 clusters Score -8039041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -8039037.500000 Penalty: 3642.230225
	Iteration 35Q: 3 clusters Score -8039038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -8039049.500000 Penalty: 3642.230225
	Iteration 36Q: 3 clusters Score -8039050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -8039047.000000 Penalty: 3642.230225
	Iteration 37Q: 3 clusters Score -8039047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -8039045.000000 Penalty: 3642.230225
	Iteration 38Q: 3 clusters Score -8039045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -8039044.500000 Penalty: 3642.230225
	Iteration 39Q: 3 clusters Score -8039044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -8039044.500000 Penalty: 3642.230225
	Iteration 40F: 3 clusters Score -8039044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Entering Unmasked Estep 
Score: -5291153.000000 Penalty: 1752.858521
	Iteration 0F: 2 clusters Score -5291153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -5258698.500000 Penalty: 3505.717041
	Iteration 0F: 3 clusters Score -5258698 nChanged 22717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -5271633.000000 Penalty: 3505.717041
	Iteration 1F: 3 clusters Score -5271633 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -5272373.500000 Penalty: 3505.717041
	Iteration 2Q: 3 clusters Score -5272374 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5273349.500000 Penalty: 3505.717041
	Iteration 3Q: 3 clusters Score -5273350 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -5274735.000000 Penalty: 3505.717041
	Iteration 4F: 3 clusters Score -5274735 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -5276627.500000 Penalty: 3505.717041
	Iteration 5F: 3 clusters Score -5276628 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -5279124.500000 Penalty: 3505.717041
	Iteration 6F: 3 clusters Score -5279124 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -5281359.000000 Penalty: 3505.717041
	Iteration 7F: 3 clusters Score -5281359 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -5282594.000000 Penalty: 3505.717041
	Iteration 8F: 3 clusters Score -5282594 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -5283156.500000 Penalty: 3505.717041
	Iteration 9Q: 3 clusters Score -5283156 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5283389.500000 Penalty: 3505.717041
	Iteration 10Q: 3 clusters Score -5283390 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -5283581.000000 Penalty: 3505.717041
	Iteration 11Q: 3 clusters Score -5283581 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5283742.000000 Penalty: 3505.717041
	Iteration 12Q: 3 clusters Score -5283742 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -5283878.500000 Penalty: 3505.717041
	Iteration 13Q: 3 clusters Score -5283878 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -5284055.000000 Penalty: 3505.717041
	Iteration 14Q: 3 clusters Score -5284055 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -5284225.500000 Penalty: 3505.717041
	Iteration 15Q: 3 clusters Score -5284226 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -5284406.500000 Penalty: 3505.717041
	Iteration 16Q: 3 clusters Score -5284406 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -5284589.000000 Penalty: 3505.717041
	Iteration 17Q: 3 clusters Score -5284589 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -5284751.500000 Penalty: 3505.717041
	Iteration 18Q: 3 clusters Score -5284752 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -5284897.000000 Penalty: 3505.717041
	Iteration 19Q: 3 clusters Score -5284897 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -5285048.500000 Penalty: 3505.717041
	Iteration 20F: 3 clusters Score -5285048 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -5285171.000000 Penalty: 3505.717041
	Iteration 21Q: 3 clusters Score -5285171 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -5285327.000000 Penalty: 3505.717041
	Iteration 22Q: 3 clusters Score -5285327 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -5285492.000000 Penalty: 3505.717041
	Iteration 23Q: 3 clusters Score -5285492 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -5285652.000000 Penalty: 3505.717041
	Iteration 24Q: 3 clusters Score -5285652 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -5285803.000000 Penalty: 3505.717041
	Iteration 25Q: 3 clusters Score -5285803 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5285968.000000 Penalty: 3505.717041
	Iteration 26Q: 3 clusters Score -5285968 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -5286173.500000 Penalty: 3505.717041
	Iteration 27Q: 3 clusters Score -5286174 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -5286346.500000 Penalty: 3505.717041
	Iteration 28Q: 3 clusters Score -5286346 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -5286488.500000 Penalty: 3505.717041
	Iteration 29Q: 3 clusters Score -5286488 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -5286619.500000 Penalty: 3505.717041
	Iteration 30Q: 3 clusters Score -5286620 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5286755.500000 Penalty: 3505.717041
	Iteration 31Q: 3 clusters Score -5286756 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -5286875.000000 Penalty: 3505.717041
	Iteration 32Q: 3 clusters Score -5286875 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5287030.000000 Penalty: 3505.717041
	Iteration 33Q: 3 clusters Score -5287030 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5287174.500000 Penalty: 3505.717041
	Iteration 34Q: 3 clusters Score -5287174 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5287328.000000 Penalty: 3505.717041
	Iteration 35Q: 3 clusters Score -5287328 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5287502.000000 Penalty: 3505.717041
	Iteration 36Q: 3 clusters Score -5287502 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5287653.000000 Penalty: 3505.717041
	Iteration 37Q: 3 clusters Score -5287653 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5287789.500000 Penalty: 3505.717041
	Iteration 38Q: 3 clusters Score -5287790 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -5287932.500000 Penalty: 3505.717041
	Iteration 39Q: 3 clusters Score -5287932 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5288035.000000 Penalty: 3505.717041
	Iteration 40F: 3 clusters Score -5288035 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5288199.500000 Penalty: 3505.717041
	Iteration 41Q: 3 clusters Score -5288200 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -5288347.000000 Penalty: 3505.717041
	Iteration 42Q: 3 clusters Score -5288347 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -5288532.000000 Penalty: 3505.717041
	Iteration 43Q: 3 clusters Score -5288532 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5288706.000000 Penalty: 3505.717041
	Iteration 44Q: 3 clusters Score -5288706 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -5288833.500000 Penalty: 3505.717041
	Iteration 45Q: 3 clusters Score -5288834 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -5288951.000000 Penalty: 3505.717041
	Iteration 46Q: 3 clusters Score -5288951 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5289057.000000 Penalty: 3505.717041
	Iteration 47Q: 3 clusters Score -5289057 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -5289147.000000 Penalty: 3505.717041
	Iteration 48Q: 3 clusters Score -5289147 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -5289204.000000 Penalty: 3505.717041
	Iteration 49Q: 3 clusters Score -5289204 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -5289263.500000 Penalty: 3505.717041
	Iteration 50Q: 3 clusters Score -5289264 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -5289312.500000 Penalty: 3505.717041
	Iteration 51Q: 3 clusters Score -5289312 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -5289355.500000 Penalty: 3505.717041
	Iteration 52Q: 3 clusters Score -5289356 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -5289409.000000 Penalty: 3505.717041
	Iteration 53Q: 3 clusters Score -5289409 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -5289426.000000 Penalty: 3505.717041
	Iteration 54Q: 3 clusters Score -5289426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -5289462.500000 Penalty: 3505.717041
	Iteration 55Q: 3 clusters Score -5289462 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5289500.500000 Penalty: 3505.717041
	Iteration 56Q: 3 clusters Score -5289500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5289534.000000 Penalty: 3505.717041
	Iteration 57Q: 3 clusters Score -5289534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -5289536.000000 Penalty: 3505.717041
	Iteration 58Q: 3 clusters Score -5289536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -5289550.500000 Penalty: 3505.717041
	Iteration 59Q: 3 clusters Score -5289550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -5289564.500000 Penalty: 3505.717041
	Iteration 60F: 3 clusters Score -5289564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -5289580.000000 Penalty: 3505.717041
	Iteration 61Q: 3 clusters Score -5289580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -5289592.000000 Penalty: 3505.717041
	Iteration 62Q: 3 clusters Score -5289592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -5289597.500000 Penalty: 3505.717041
	Iteration 63Q: 3 clusters Score -5289598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -5289613.500000 Penalty: 3505.717041
	Iteration 64Q: 3 clusters Score -5289614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -5289622.000000 Penalty: 3505.717041
	Iteration 65Q: 3 clusters Score -5289622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -5289635.500000 Penalty: 3505.717041
	Iteration 66Q: 3 clusters Score -5289636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -5289639.000000 Penalty: 3505.717041
	Iteration 67Q: 3 clusters Score -5289639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -5289643.500000 Penalty: 3505.717041
	Iteration 68Q: 3 clusters Score -5289644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -5289654.500000 Penalty: 3505.717041
	Iteration 69Q: 3 clusters Score -5289654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -5289658.500000 Penalty: 3505.717041
	Iteration 70Q: 3 clusters Score -5289658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5289663.000000 Penalty: 3505.717041
	Iteration 71Q: 3 clusters Score -5289663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -5289657.000000 Penalty: 3505.717041
	Iteration 72Q: 3 clusters Score -5289657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -5289658.500000 Penalty: 3505.717041
	Iteration 73Q: 3 clusters Score -5289658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -5289666.000000 Penalty: 3505.717041
	Iteration 74Q: 3 clusters Score -5289666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -5289668.000000 Penalty: 3505.717041
	Iteration 75Q: 3 clusters Score -5289668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -5289675.000000 Penalty: 3505.717041
	Iteration 76Q: 3 clusters Score -5289675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -5289674.500000 Penalty: 3505.717041
	Iteration 77Q: 3 clusters Score -5289674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5289680.000000 Penalty: 3505.717041
	Iteration 78Q: 3 clusters Score -5289680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -5289672.500000 Penalty: 3505.717041
	Iteration 79Q: 3 clusters Score -5289672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -5289676.000000 Penalty: 3505.717041
	Iteration 80F: 3 clusters Score -5289676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -5289672.500000 Penalty: 3505.717041
	Iteration 81Q: 3 clusters Score -5289672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -5289678.500000 Penalty: 3505.717041
	Iteration 82Q: 3 clusters Score -5289678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -5289680.500000 Penalty: 3505.717041
	Iteration 83Q: 3 clusters Score -5289680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -5289683.000000 Penalty: 3505.717041
	Iteration 84Q: 3 clusters Score -5289683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -5289684.000000 Penalty: 3505.717041
	Iteration 85Q: 3 clusters Score -5289684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -5289688.000000 Penalty: 3505.717041
	Iteration 86Q: 3 clusters Score -5289688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -5289687.000000 Penalty: 3505.717041
	Iteration 87Q: 3 clusters Score -5289687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -5289694.000000 Penalty: 3505.717041
	Iteration 88Q: 3 clusters Score -5289694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -5289693.500000 Penalty: 3505.717041
	Iteration 89Q: 3 clusters Score -5289694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5289701.500000 Penalty: 3505.717041
	Iteration 90Q: 3 clusters Score -5289702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -5289703.000000 Penalty: 3505.717041
	Iteration 91Q: 3 clusters Score -5289703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -5289708.500000 Penalty: 3505.717041
	Iteration 92Q: 3 clusters Score -5289708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -5289704.500000 Penalty: 3505.717041
	Iteration 93Q: 3 clusters Score -5289704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -5289709.500000 Penalty: 3505.717041
	Iteration 94Q: 3 clusters Score -5289710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -5289711.000000 Penalty: 3505.717041
	Iteration 95Q: 3 clusters Score -5289711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -5289713.000000 Penalty: 3505.717041
	Iteration 96Q: 3 clusters Score -5289713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -5289711.000000 Penalty: 3505.717041
	Iteration 97Q: 3 clusters Score -5289711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5289707.000000 Penalty: 3505.717041
	Iteration 98Q: 3 clusters Score -5289707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -5289711.000000 Penalty: 3505.717041
	Iteration 99Q: 3 clusters Score -5289711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -5289708.000000 Penalty: 3505.717041
	Iteration 100F: 3 clusters Score -5289708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -5289710.500000 Penalty: 3505.717041
	Iteration 101Q: 3 clusters Score -5289710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5289716.000000 Penalty: 3505.717041
	Iteration 102Q: 3 clusters Score -5289716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -5289710.500000 Penalty: 3505.717041
	Iteration 103Q: 3 clusters Score -5289710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -5289715.500000 Penalty: 3505.717041
	Iteration 104Q: 3 clusters Score -5289716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -5289711.500000 Penalty: 3505.717041
	Iteration 105Q: 3 clusters Score -5289712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -5289721.000000 Penalty: 3505.717041
	Iteration 106Q: 3 clusters Score -5289721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -5289719.500000 Penalty: 3505.717041
	Iteration 107Q: 3 clusters Score -5289720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -5289723.000000 Penalty: 3505.717041
	Iteration 108Q: 3 clusters Score -5289723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -5289725.500000 Penalty: 3505.717041
	Iteration 109Q: 3 clusters Score -5289726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -5289723.500000 Penalty: 3505.717041
	Iteration 110Q: 3 clusters Score -5289724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -5289725.500000 Penalty: 3505.717041
	Iteration 111Q: 3 clusters Score -5289726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -5289723.500000 Penalty: 3505.717041
	Iteration 112Q: 3 clusters Score -5289724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -5289723.500000 Penalty: 3505.717041
	Iteration 113F: 3 clusters Score -5289724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Entering Unmasked Estep 
Score: -4459356.000000 Penalty: 1731.095703
	Iteration 0F: 2 clusters Score -4459356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -4431006.000000 Penalty: 3462.191406
	Iteration 0F: 3 clusters Score -4431006 nChanged 19754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4442070.000000 Penalty: 3462.191406
	Iteration 1F: 3 clusters Score -4442070 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4442555.500000 Penalty: 3462.191406
	Iteration 2Q: 3 clusters Score -4442556 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4443089.500000 Penalty: 3462.191406
	Iteration 3Q: 3 clusters Score -4443090 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4443812.000000 Penalty: 3462.191406
	Iteration 4Q: 3 clusters Score -4443812 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -4444712.000000 Penalty: 3462.191406
	Iteration 5Q: 3 clusters Score -4444712 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4445852.500000 Penalty: 3462.191406
	Iteration 6F: 3 clusters Score -4445852 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4447216.000000 Penalty: 3462.191406
	Iteration 7F: 3 clusters Score -4447216 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4448606.000000 Penalty: 3462.191406
	Iteration 8F: 3 clusters Score -4448606 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -4449911.000000 Penalty: 3462.191406
	Iteration 9F: 3 clusters Score -4449911 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -4450877.000000 Penalty: 3462.191406
	Iteration 10Q: 3 clusters Score -4450877 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4451616.000000 Penalty: 3462.191406
	Iteration 11Q: 3 clusters Score -4451616 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -4451941.000000 Penalty: 3462.191406
	Iteration 12Q: 3 clusters Score -4451941 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -4452120.000000 Penalty: 3462.191406
	Iteration 13Q: 3 clusters Score -4452120 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -4452196.500000 Penalty: 3462.191406
	Iteration 14Q: 3 clusters Score -4452196 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -4452272.000000 Penalty: 3462.191406
	Iteration 15Q: 3 clusters Score -4452272 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -4452342.000000 Penalty: 3462.191406
	Iteration 16Q: 3 clusters Score -4452342 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4452387.500000 Penalty: 3462.191406
	Iteration 17Q: 3 clusters Score -4452388 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4452443.000000 Penalty: 3462.191406
	Iteration 18Q: 3 clusters Score -4452443 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -4452520.000000 Penalty: 3462.191406
	Iteration 19Q: 3 clusters Score -4452520 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -4452570.000000 Penalty: 3462.191406
	Iteration 20F: 3 clusters Score -4452570 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4452626.000000 Penalty: 3462.191406
	Iteration 21Q: 3 clusters Score -4452626 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -4452668.000000 Penalty: 3462.191406
	Iteration 22Q: 3 clusters Score -4452668 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -4452761.500000 Penalty: 3462.191406
	Iteration 23Q: 3 clusters Score -4452762 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4452855.000000 Penalty: 3462.191406
	Iteration 24Q: 3 clusters Score -4452855 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4452963 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4453073 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4453171.500000 Penalty: 3462.191406
	Iteration 27Q: 3 clusters Score -4453172 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4453296 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4453438.500000 Penalty: 3462.191406
	Iteration 29Q: 3 clusters Score -4453438 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4453610 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4453749.000000 Penalty: 3462.191406
	Iteration 31Q: 3 clusters Score -4453749 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -4453935.000000 Penalty: 3462.191406
	Iteration 32Q: 3 clusters Score -4453935 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4454090 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4454256 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -4454443.500000 Penalty: 3462.191406
	Iteration 35Q: 3 clusters Score -4454444 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4454610.500000 Penalty: 3462.191406
	Iteration 36Q: 3 clusters Score -4454610 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4454768 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4454931.500000 Penalty: 3462.191406
	Iteration 38Q: 3 clusters Score -4454932 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4455088.500000 Penalty: 3462.191406
	Iteration 39Q: 3 clusters Score -4455088 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4455248.000000 Penalty: 3462.191406
	Iteration 40F: 3 clusters Score -4455248 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4455395 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4455544 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -4455717.500000 Penalty: 3462.191406
	Iteration 43Q: 3 clusters Score -4455718 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4455856.500000 Penalty: 3462.191406
	Iteration 44Q: 3 clusters Score -4455856 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4456033.500000 Penalty: 3462.191406
	Iteration 45Q: 3 clusters Score -4456034 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4456171.500000 Penalty: 3462.191406
	Iteration 46Q: 3 clusters Score -4456172 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -4456288.500000 Penalty: 3462.191406
	Iteration 47Q: 3 clusters Score -4456288 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4456406.000000 Penalty: 3462.191406
	Iteration 48Q: 3 clusters Score -4456406 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4456495 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4456568 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -4456652.500000 Penalty: 3462.191406
	Iteration 51Q: 3 clusters Score -4456652 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4456738 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4456813 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4456893.500000 Penalty: 3462.191406
	Iteration 54Q: 3 clusters Score -4456894 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4456949.500000 Penalty: 3462.191406
	Iteration 55Q: 3 clusters Score -4456950 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4457017.000000 Penalty: 3462.191406
	Iteration 56Q: 3 clusters Score -4457017 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4457069.000000 Penalty: 3462.191406
	Iteration 57Q: 3 clusters Score -4457069 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4457110 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4457163.000000 Penalty: 3462.191406
	Iteration 59Q: 3 clusters Score -4457163 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4457214 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4457254.500000 Penalty: 3462.191406
	Iteration 61Q: 3 clusters Score -4457254 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4457295.000000 Penalty: 3462.191406
	Iteration 62Q: 3 clusters Score -4457295 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4457342.000000 Penalty: 3462.191406
	Iteration 63Q: 3 clusters Score -4457342 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4457380.000000 Penalty: 3462.191406
	Iteration 64Q: 3 clusters Score -4457380 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4457430.000000 Penalty: 3462.191406
	Iteration 65Q: 3 clusters Score -4457430 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4457473.500000 Penalty: 3462.191406
	Iteration 66Q: 3 clusters Score -4457474 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4457509.000000 Penalty: 3462.191406
	Iteration 67Q: 3 clusters Score -4457509 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4457561.500000 Penalty: 3462.191406
	Iteration 68Q: 3 clusters Score -4457562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4457577.000000 Penalty: 3462.191406
	Iteration 69Q: 3 clusters Score -4457577 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4457617.500000 Penalty: 3462.191406
	Iteration 70Q: 3 clusters Score -4457618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4457639.000000 Penalty: 3462.191406
	Iteration 71Q: 3 clusters Score -4457639 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4457656.500000 Penalty: 3462.191406
	Iteration 72Q: 3 clusters Score -4457656 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4457679.000000 Penalty: 3462.191406
	Iteration 73Q: 3 clusters Score -4457679 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4457705.500000 Penalty: 3462.191406
	Iteration 74Q: 3 clusters Score -4457706 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4457721.500000 Penalty: 3462.191406
	Iteration 75Q: 3 clusters Score -4457722 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4457735.500000 Penalty: 3462.191406
	Iteration 76Q: 3 clusters Score -4457736 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4457762.000000 Penalty: 3462.191406
	Iteration 77Q: 3 clusters Score -4457762 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4457797.500000 Penalty: 3462.191406
	Iteration 78Q: 3 clusters Score -4457798 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4457810 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4457819.500000 Penalty: 3462.191406
	Iteration 80F: 3 clusters Score -4457820 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4457836.500000 Penalty: 3462.191406
	Iteration 81Q: 3 clusters Score -4457836 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4457842.500000 Penalty: 3462.191406
	Iteration 82Q: 3 clusters Score -4457842 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4457861.500000 Penalty: 3462.191406
	Iteration 83Q: 3 clusters Score -4457862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4457872.000000 Penalty: 3462.191406
	Iteration 84Q: 3 clusters Score -4457872 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4457884.500000 Penalty: 3462.191406
	Iteration 85Q: 3 clusters Score -4457884 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4457905.500000 Penalty: 3462.191406
	Iteration 86Q: 3 clusters Score -4457906 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4457919.500000 Penalty: 3462.191406
	Iteration 87Q: 3 clusters Score -4457920 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4457930.000000 Penalty: 3462.191406
	Iteration 88Q: 3 clusters Score -4457930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4457952.000000 Penalty: 3462.191406
	Iteration 89Q: 3 clusters Score -4457952 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4457961.000000 Penalty: 3462.191406
	Iteration 90Q: 3 clusters Score -4457961 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4457980.500000 Penalty: 3462.191406
	Iteration 91Q: 3 clusters Score -4457980 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4457997.500000 Penalty: 3462.191406
	Iteration 92Q: 3 clusters Score -4457998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4458017.000000 Penalty: 3462.191406
	Iteration 93Q: 3 clusters Score -4458017 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4458036.500000 Penalty: 3462.191406
	Iteration 94Q: 3 clusters Score -4458036 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4458056 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4458064 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4458090 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4458112 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4458142.500000 Penalty: 3462.191406
	Iteration 99Q: 3 clusters Score -4458142 nChanged 39
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Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4458158.000000 Penalty: 3462.191406
	Iteration 100F: 3 clusters Score -4458158 nChanged 43
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Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4458182.500000 Penalty: 3462.191406
	Iteration 101Q: 3 clusters Score -4458182 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4458200.500000 Penalty: 3462.191406
	Iteration 102Q: 3 clusters Score -4458200 nChanged 30
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Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4458209.000000 Penalty: 3462.191406
	Iteration 103Q: 3 clusters Score -4458209 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4458218.500000 Penalty: 3462.191406
	Iteration 104Q: 3 clusters Score -4458218 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4458232.000000 Penalty: 3462.191406
	Iteration 105Q: 3 clusters Score -4458232 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4458240.000000 Penalty: 3462.191406
	Iteration 106Q: 3 clusters Score -4458240 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4458261.000000 Penalty: 3462.191406
	Iteration 107Q: 3 clusters Score -4458261 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4458276.500000 Penalty: 3462.191406
	Iteration 108Q: 3 clusters Score -4458276 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4458286.000000 Penalty: 3462.191406
	Iteration 109Q: 3 clusters Score -4458286 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4458299.500000 Penalty: 3462.191406
	Iteration 110Q: 3 clusters Score -4458300 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4458305.000000 Penalty: 3462.191406
	Iteration 111Q: 3 clusters Score -4458305 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4458324.500000 Penalty: 3462.191406
	Iteration 112Q: 3 clusters Score -4458324 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4458329.500000 Penalty: 3462.191406
	Iteration 113Q: 3 clusters Score -4458330 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4458334.000000 Penalty: 3462.191406
	Iteration 114Q: 3 clusters Score -4458334 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4458338.000000 Penalty: 3462.191406
	Iteration 115Q: 3 clusters Score -4458338 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4458339.500000 Penalty: 3462.191406
	Iteration 116Q: 3 clusters Score -4458340 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4458345.000000 Penalty: 3462.191406
	Iteration 117Q: 3 clusters Score -4458345 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4458358.500000 Penalty: 3462.191406
	Iteration 118Q: 3 clusters Score -4458358 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4458370.000000 Penalty: 3462.191406
	Iteration 119Q: 3 clusters Score -4458370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4458372.000000 Penalty: 3462.191406
	Iteration 120F: 3 clusters Score -4458372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4458381.500000 Penalty: 3462.191406
	Iteration 121Q: 3 clusters Score -4458382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4458387.000000 Penalty: 3462.191406
	Iteration 122Q: 3 clusters Score -4458387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4458395.000000 Penalty: 3462.191406
	Iteration 123Q: 3 clusters Score -4458395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4458402.500000 Penalty: 3462.191406
	Iteration 124Q: 3 clusters Score -4458402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4458411.000000 Penalty: 3462.191406
	Iteration 125Q: 3 clusters Score -4458411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4458414.000000 Penalty: 3462.191406
	Iteration 126Q: 3 clusters Score -4458414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4458421.000000 Penalty: 3462.191406
	Iteration 127Q: 3 clusters Score -4458421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4458431.500000 Penalty: 3462.191406
	Iteration 128Q: 3 clusters Score -4458432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4458445.000000 Penalty: 3462.191406
	Iteration 129Q: 3 clusters Score -4458445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4458449.000000 Penalty: 3462.191406
	Iteration 130Q: 3 clusters Score -4458449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4458461.000000 Penalty: 3462.191406
	Iteration 131Q: 3 clusters Score -4458461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4458467.500000 Penalty: 3462.191406
	Iteration 132Q: 3 clusters Score -4458468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4458469.500000 Penalty: 3462.191406
	Iteration 133Q: 3 clusters Score -4458470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4458469.000000 Penalty: 3462.191406
	Iteration 134Q: 3 clusters Score -4458469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4458472.500000 Penalty: 3462.191406
	Iteration 135Q: 3 clusters Score -4458472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4458476.500000 Penalty: 3462.191406
	Iteration 136Q: 3 clusters Score -4458476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4458480.000000 Penalty: 3462.191406
	Iteration 137Q: 3 clusters Score -4458480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4458480.000000 Penalty: 3462.191406
	Iteration 138Q: 3 clusters Score -4458480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4458481.500000 Penalty: 3462.191406
	Iteration 139Q: 3 clusters Score -4458482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4458485.000000 Penalty: 3462.191406
	Iteration 140F: 3 clusters Score -4458485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4458491.500000 Penalty: 3462.191406
	Iteration 141Q: 3 clusters Score -4458492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4458494.500000 Penalty: 3462.191406
	Iteration 142Q: 3 clusters Score -4458494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4458494.500000 Penalty: 3462.191406
	Iteration 143Q: 3 clusters Score -4458494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4458492.000000 Penalty: 3462.191406
	Iteration 144Q: 3 clusters Score -4458492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4458498.500000 Penalty: 3462.191406
	Iteration 145Q: 3 clusters Score -4458498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4458497.500000 Penalty: 3462.191406
	Iteration 146Q: 3 clusters Score -4458498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4458497.500000 Penalty: 3462.191406
	Iteration 147F: 3 clusters Score -4458498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (133449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Entering Unmasked Estep 
Score: -14480577.000000 Penalty: 1917.739624
	Iteration 0F: 2 clusters Score -1.448058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -14391363.000000 Penalty: 3835.479248
	Iteration 0F: 3 clusters Score -1.439136e+07 nChanged 64189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -14428390.000000 Penalty: 3835.479248
	Iteration 1F: 3 clusters Score -1.442839e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -14429224.000000 Penalty: 3835.479248
	Iteration 2Q: 3 clusters Score -1.442922e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -14430036.000000 Penalty: 3835.479248
	Iteration 3Q: 3 clusters Score -1.443004e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -14431266.000000 Penalty: 3835.479248
	Iteration 4Q: 3 clusters Score -1.443127e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -14433184.000000 Penalty: 3835.479248
	Iteration 5Q: 3 clusters Score -1.443318e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -14436630.000000 Penalty: 3835.479248
	Iteration 6F: 3 clusters Score -1.443663e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -14442278.000000 Penalty: 3835.479248
	Iteration 7F: 3 clusters Score -1.444228e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -14450163.000000 Penalty: 3835.479248
	Iteration 8F: 3 clusters Score -1.445016e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 107851 members 
Entering Unmasked Estep 
Score: -14458407.000000 Penalty: 3835.479248
	Iteration 9F: 3 clusters Score -1.445841e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -14464646.000000 Penalty: 3835.479248
	Iteration 10F: 3 clusters Score -1.446465e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 118949 members 
Entering Unmasked Estep 
Score: -14468453.000000 Penalty: 3835.479248
	Iteration 11Q: 3 clusters Score -1.446845e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 122389 members 
Entering Unmasked Estep 
Score: -14471175.000000 Penalty: 3835.479248
	Iteration 12Q: 3 clusters Score -1.447118e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 125071 members 
Entering Unmasked Estep 
Score: -14473223.000000 Penalty: 3835.479248
	Iteration 13Q: 3 clusters Score -1.447322e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 127249 members 
Entering Unmasked Estep 
Score: -14474859.000000 Penalty: 3835.479248
	Iteration 14Q: 3 clusters Score -1.447486e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 128965 members 
Entering Unmasked Estep 
Score: -14476021.000000 Penalty: 3835.479248
	Iteration 15Q: 3 clusters Score -1.447602e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 130287 members 
Entering Unmasked Estep 
Score: -14476948.000000 Penalty: 3835.479248
	Iteration 16Q: 3 clusters Score -1.447695e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 131208 members 
Entering Unmasked Estep 
Score: -14477639.000000 Penalty: 3835.479248
	Iteration 17Q: 3 clusters Score -1.447764e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 131808 members 
Entering Unmasked Estep 
Score: -14478088.000000 Penalty: 3835.479248
	Iteration 18Q: 3 clusters Score -1.447809e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 132218 members 
Entering Unmasked Estep 
Score: -14478368.000000 Penalty: 3835.479248
	Iteration 19Q: 3 clusters Score -1.447837e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 132490 members 
Entering Unmasked Estep 
Score: -14478579.000000 Penalty: 3835.479248
	Iteration 20F: 3 clusters Score -1.447858e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 132655 members 
Entering Unmasked Estep 
Score: -14478709.000000 Penalty: 3835.479248
	Iteration 21Q: 3 clusters Score -1.447871e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 132763 members 
Entering Unmasked Estep 
Score: -14478771.000000 Penalty: 3835.479248
	Iteration 22Q: 3 clusters Score -1.447877e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 132830 members 
Entering Unmasked Estep 
Score: -14478828.000000 Penalty: 3835.479248
	Iteration 23Q: 3 clusters Score -1.447883e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 132880 members 
Entering Unmasked Estep 
Score: -14478884.000000 Penalty: 3835.479248
	Iteration 24Q: 3 clusters Score -1.447888e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 132919 members 
Entering Unmasked Estep 
Score: -14478919.000000 Penalty: 3835.479248
	Iteration 25Q: 3 clusters Score -1.447892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 132950 members 
Entering Unmasked Estep 
Score: -14478958.000000 Penalty: 3835.479248
	Iteration 26Q: 3 clusters Score -1.447896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 132964 members 
Entering Unmasked Estep 
Score: -14478965.000000 Penalty: 3835.479248
	Iteration 27Q: 3 clusters Score -1.447896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 132975 members 
Entering Unmasked Estep 
Score: -14478973.000000 Penalty: 3835.479248
	Iteration 28Q: 3 clusters Score -1.447897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -14478988.000000 Penalty: 3835.479248
	Iteration 29Q: 3 clusters Score -1.447899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 132992 members 
Entering Unmasked Estep 
Score: -14478987.000000 Penalty: 3835.479248
	Iteration 30Q: 3 clusters Score -1.447899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 132993 members 
Entering Unmasked Estep 
Score: -14478999.000000 Penalty: 3835.479248
	Iteration 31Q: 3 clusters Score -1.4479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 132993 members 
Entering Unmasked Estep 
Score: -14479000.000000 Penalty: 3835.479248
	Iteration 32Q: 3 clusters Score -1.4479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 132994 members 
Entering Unmasked Estep 
Score: -14479001.000000 Penalty: 3835.479248
	Iteration 33Q: 3 clusters Score -1.4479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 132994 members 
Entering Unmasked Estep 
Score: -14479001.000000 Penalty: 3835.479248
	Iteration 34F: 3 clusters Score -1.4479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Entering Unmasked Estep 
Score: -4487774.000000 Penalty: 1730.553345
	Iteration 0F: 2 clusters Score -4487774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4459609.500000 Penalty: 3461.106689
	Iteration 0F: 3 clusters Score -4459610 nChanged 19647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -4470517.000000 Penalty: 3461.106689
	Iteration 1F: 3 clusters Score -4470517 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -4471151.000000 Penalty: 3461.106689
	Iteration 2Q: 3 clusters Score -4471151 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -4471969.000000 Penalty: 3461.106689
	Iteration 3Q: 3 clusters Score -4471969 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4473257.000000 Penalty: 3461.106689
	Iteration 4F: 3 clusters Score -4473257 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -4475437.000000 Penalty: 3461.106689
	Iteration 5F: 3 clusters Score -4475437 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -4478567.000000 Penalty: 3461.106689
	Iteration 6F: 3 clusters Score -4478567 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4481981.000000 Penalty: 3461.106689
	Iteration 7F: 3 clusters Score -4481981 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -4484261.000000 Penalty: 3461.106689
	Iteration 8F: 3 clusters Score -4484261 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -4485503.000000 Penalty: 3461.106689
	Iteration 9Q: 3 clusters Score -4485503 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4486050.000000 Penalty: 3461.106689
	Iteration 10Q: 3 clusters Score -4486050 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -4486265.500000 Penalty: 3461.106689
	Iteration 11Q: 3 clusters Score -4486266 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -4486388.500000 Penalty: 3461.106689
	Iteration 12Q: 3 clusters Score -4486388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -4486458.500000 Penalty: 3461.106689
	Iteration 13Q: 3 clusters Score -4486458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -4486486.000000 Penalty: 3461.106689
	Iteration 14Q: 3 clusters Score -4486486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -4486498.500000 Penalty: 3461.106689
	Iteration 15Q: 3 clusters Score -4486498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -4486512.000000 Penalty: 3461.106689
	Iteration 16Q: 3 clusters Score -4486512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -4486514.000000 Penalty: 3461.106689
	Iteration 17Q: 3 clusters Score -4486514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -4486512.000000 Penalty: 3461.106689
	Iteration 18Q: 3 clusters Score -4486512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -4486514.500000 Penalty: 3461.106689
	Iteration 19Q: 3 clusters Score -4486514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -4486514.500000 Penalty: 3461.106689
	Iteration 20F: 3 clusters Score -4486514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (191400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191400 members 
Entering Unmasked Estep 
Score: -20710568.000000 Penalty: 1976.344604
	Iteration 0F: 2 clusters Score -2.071057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 95870 members 
Entering Unmasked Estep 
Score: -20584640.000000 Penalty: 3952.689209
	Iteration 0F: 3 clusters Score -2.058464e+07 nChanged 92440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -20639008.000000 Penalty: 3952.689209
	Iteration 1F: 3 clusters Score -2.063901e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 102607 members 
Entering Unmasked Estep 
Score: -20640018.000000 Penalty: 3952.689209
	Iteration 2Q: 3 clusters Score -2.064002e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -20641672.000000 Penalty: 3952.689209
	Iteration 3Q: 3 clusters Score -2.064167e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -20644644.000000 Penalty: 3952.689209
	Iteration 4Q: 3 clusters Score -2.064464e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -20651130.000000 Penalty: 3952.689209
	Iteration 5F: 3 clusters Score -2.065113e+07 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 137577 members 
Entering Unmasked Estep 
Score: -20662104.000000 Penalty: 3952.689209
	Iteration 6F: 3 clusters Score -2.06621e+07 nChanged 16029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -20676452.000000 Penalty: 3952.689209
	Iteration 7F: 3 clusters Score -2.067645e+07 nChanged 13480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 165988 members 
Entering Unmasked Estep 
Score: -20689992.000000 Penalty: 3952.689209
	Iteration 8F: 3 clusters Score -2.068999e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 174220 members 
Entering Unmasked Estep 
Score: -20698722.000000 Penalty: 3952.689209
	Iteration 9Q: 3 clusters Score -2.069872e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -20702832.000000 Penalty: 3952.689209
	Iteration 10Q: 3 clusters Score -2.070283e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 181828 members 
Entering Unmasked Estep 
Score: -20705016.000000 Penalty: 3952.689209
	Iteration 11Q: 3 clusters Score -2.070502e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 183996 members 
Entering Unmasked Estep 
Score: -20706220.000000 Penalty: 3952.689209
	Iteration 12Q: 3 clusters Score -2.070622e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -20707026.000000 Penalty: 3952.689209
	Iteration 13Q: 3 clusters Score -2.070703e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 186848 members 
Entering Unmasked Estep 
Score: -20707670.000000 Penalty: 3952.689209
	Iteration 14Q: 3 clusters Score -2.070767e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 187730 members 
Entering Unmasked Estep 
Score: -20708082.000000 Penalty: 3952.689209
	Iteration 15Q: 3 clusters Score -2.070808e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 188406 members 
Entering Unmasked Estep 
Score: -20708282.000000 Penalty: 3952.689209
	Iteration 16Q: 3 clusters Score -2.070828e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 188892 members 
Entering Unmasked Estep 
Score: -20708514.000000 Penalty: 3952.689209
	Iteration 17Q: 3 clusters Score -2.070851e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 189267 members 
Entering Unmasked Estep 
Score: -20708702.000000 Penalty: 3952.689209
	Iteration 18Q: 3 clusters Score -2.07087e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 189544 members 
Entering Unmasked Estep 
Score: -20708790.000000 Penalty: 3952.689209
	Iteration 19Q: 3 clusters Score -2.070879e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 189761 members 
Entering Unmasked Estep 
Score: -20708862.000000 Penalty: 3952.689209
	Iteration 20F: 3 clusters Score -2.070886e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 189939 members 
Entering Unmasked Estep 
Score: -20708950.000000 Penalty: 3952.689209
	Iteration 21Q: 3 clusters Score -2.070895e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 190065 members 
Entering Unmasked Estep 
Score: -20709002.000000 Penalty: 3952.689209
	Iteration 22Q: 3 clusters Score -2.0709e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 190153 members 
Entering Unmasked Estep 
Score: -20709038.000000 Penalty: 3952.689209
	Iteration 23Q: 3 clusters Score -2.070904e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 190226 members 
Entering Unmasked Estep 
Score: -20709032.000000 Penalty: 3952.689209
	Iteration 24Q: 3 clusters Score -2.070903e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 190297 members 
Entering Unmasked Estep 
Score: -20709060.000000 Penalty: 3952.689209
	Iteration 25Q: 3 clusters Score -2.070906e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 190358 members 
Entering Unmasked Estep 
Score: -20709078.000000 Penalty: 3952.689209
	Iteration 26Q: 3 clusters Score -2.070908e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 190403 members 
Entering Unmasked Estep 
Score: -20709104.000000 Penalty: 3952.689209
	Iteration 27Q: 3 clusters Score -2.07091e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 190440 members 
Entering Unmasked Estep 
Score: -20709110.000000 Penalty: 3952.689209
	Iteration 28Q: 3 clusters Score -2.070911e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 190473 members 
Entering Unmasked Estep 
Score: -20709094.000000 Penalty: 3952.689209
	Iteration 29Q: 3 clusters Score -2.070909e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 190505 members 
Entering Unmasked Estep 
Score: -20709126.000000 Penalty: 3952.689209
	Iteration 30Q: 3 clusters Score -2.070913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 190524 members 
Entering Unmasked Estep 
Score: -20709136.000000 Penalty: 3952.689209
	Iteration 31Q: 3 clusters Score -2.070914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 190544 members 
Entering Unmasked Estep 
Score: -20709092.000000 Penalty: 3952.689209
	Iteration 32Q: 3 clusters Score -2.070909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 190562 members 
Entering Unmasked Estep 
Score: -20709098.000000 Penalty: 3952.689209
	Iteration 33Q: 3 clusters Score -2.07091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 190581 members 
Entering Unmasked Estep 
Score: -20709116.000000 Penalty: 3952.689209
	Iteration 34Q: 3 clusters Score -2.070912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 190606 members 
Entering Unmasked Estep 
Score: -20709102.000000 Penalty: 3952.689209
	Iteration 35Q: 3 clusters Score -2.07091e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 190623 members 
Entering Unmasked Estep 
Score: -20709110.000000 Penalty: 3952.689209
	Iteration 36Q: 3 clusters Score -2.070911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 190635 members 
Entering Unmasked Estep 
Score: -20709108.000000 Penalty: 3952.689209
	Iteration 37Q: 3 clusters Score -2.070911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 190647 members 
Entering Unmasked Estep 
Score: -20709106.000000 Penalty: 3952.689209
	Iteration 38Q: 3 clusters Score -2.070911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 190660 members 
Entering Unmasked Estep 
Score: -20709114.000000 Penalty: 3952.689209
	Iteration 39Q: 3 clusters Score -2.070911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 190669 members 
Entering Unmasked Estep 
Score: -20709144.000000 Penalty: 3952.689209
	Iteration 40F: 3 clusters Score -2.070914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 190682 members 
Entering Unmasked Estep 
Score: -20709132.000000 Penalty: 3952.689209
	Iteration 41Q: 3 clusters Score -2.070913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 190692 members 
Entering Unmasked Estep 
Score: -20709126.000000 Penalty: 3952.689209
	Iteration 42Q: 3 clusters Score -2.070913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 190699 members 
Entering Unmasked Estep 
Score: -20709122.000000 Penalty: 3952.689209
	Iteration 43Q: 3 clusters Score -2.070912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 190703 members 
Entering Unmasked Estep 
Score: -20709128.000000 Penalty: 3952.689209
	Iteration 44Q: 3 clusters Score -2.070913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 190707 members 
Entering Unmasked Estep 
Score: -20709132.000000 Penalty: 3952.689209
	Iteration 45Q: 3 clusters Score -2.070913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 190711 members 
Entering Unmasked Estep 
Score: -20709140.000000 Penalty: 3952.689209
	Iteration 46Q: 3 clusters Score -2.070914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 190717 members 
Entering Unmasked Estep 
Score: -20709136.000000 Penalty: 3952.689209
	Iteration 47Q: 3 clusters Score -2.070914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 190722 members 
Entering Unmasked Estep 
Score: -20709118.000000 Penalty: 3952.689209
	Iteration 48Q: 3 clusters Score -2.070912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 190725 members 
Entering Unmasked Estep 
Score: -20709128.000000 Penalty: 3952.689209
	Iteration 49Q: 3 clusters Score -2.070913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 190726 members 
Entering Unmasked Estep 
Score: -20709126.000000 Penalty: 3952.689209
	Iteration 50Q: 3 clusters Score -2.070913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 190728 members 
Entering Unmasked Estep 
Score: -20709126.000000 Penalty: 3952.689209
	Iteration 51Q: 3 clusters Score -2.070913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 190729 members 
Entering Unmasked Estep 
Score: -20709124.000000 Penalty: 3952.689209
	Iteration 52Q: 3 clusters Score -2.070912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 190729 members 
Entering Unmasked Estep 
Score: -20709124.000000 Penalty: 3952.689209
	Iteration 53F: 3 clusters Score -2.070912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Entering Unmasked Estep 
Score: -5911040.000000 Penalty: 1770.406860
	Iteration 0F: 2 clusters Score -5911040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -5874922.000000 Penalty: 3540.813721
	Iteration 0F: 3 clusters Score -5874922 nChanged 25406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -5889648.500000 Penalty: 3540.813721
	Iteration 1F: 3 clusters Score -5889648 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -5890281.500000 Penalty: 3540.813721
	Iteration 2Q: 3 clusters Score -5890282 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -5890948.000000 Penalty: 3540.813721
	Iteration 3Q: 3 clusters Score -5890948 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -5891768.500000 Penalty: 3540.813721
	Iteration 4Q: 3 clusters Score -5891768 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5892892.500000 Penalty: 3540.813721
	Iteration 5Q: 3 clusters Score -5892892 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5894560.000000 Penalty: 3540.813721
	Iteration 6F: 3 clusters Score -5894560 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -5896792.000000 Penalty: 3540.813721
	Iteration 7F: 3 clusters Score -5896792 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5899135.500000 Penalty: 3540.813721
	Iteration 8F: 3 clusters Score -5899136 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -5900775.000000 Penalty: 3540.813721
	Iteration 9F: 3 clusters Score -5900775 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -5901469.500000 Penalty: 3540.813721
	Iteration 10Q: 3 clusters Score -5901470 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5901873.500000 Penalty: 3540.813721
	Iteration 11Q: 3 clusters Score -5901874 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -5902165.500000 Penalty: 3540.813721
	Iteration 12Q: 3 clusters Score -5902166 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -5902484.500000 Penalty: 3540.813721
	Iteration 13Q: 3 clusters Score -5902484 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5902841.000000 Penalty: 3540.813721
	Iteration 14Q: 3 clusters Score -5902841 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -5903175.500000 Penalty: 3540.813721
	Iteration 15Q: 3 clusters Score -5903176 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -5903529.000000 Penalty: 3540.813721
	Iteration 16Q: 3 clusters Score -5903529 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -5903904.000000 Penalty: 3540.813721
	Iteration 17Q: 3 clusters Score -5903904 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -5904299.500000 Penalty: 3540.813721
	Iteration 18Q: 3 clusters Score -5904300 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -5904694.000000 Penalty: 3540.813721
	Iteration 19Q: 3 clusters Score -5904694 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -5905042.000000 Penalty: 3540.813721
	Iteration 20F: 3 clusters Score -5905042 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -5905436.500000 Penalty: 3540.813721
	Iteration 21Q: 3 clusters Score -5905436 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -5905844.500000 Penalty: 3540.813721
	Iteration 22Q: 3 clusters Score -5905844 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -5906238.500000 Penalty: 3540.813721
	Iteration 23Q: 3 clusters Score -5906238 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -5906561.500000 Penalty: 3540.813721
	Iteration 24Q: 3 clusters Score -5906562 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -5906890.500000 Penalty: 3540.813721
	Iteration 25Q: 3 clusters Score -5906890 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -5907219.000000 Penalty: 3540.813721
	Iteration 26Q: 3 clusters Score -5907219 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5907451.500000 Penalty: 3540.813721
	Iteration 27Q: 3 clusters Score -5907452 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5907668.500000 Penalty: 3540.813721
	Iteration 28Q: 3 clusters Score -5907668 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5907874.000000 Penalty: 3540.813721
	Iteration 29Q: 3 clusters Score -5907874 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -5908028.000000 Penalty: 3540.813721
	Iteration 30Q: 3 clusters Score -5908028 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5908196.000000 Penalty: 3540.813721
	Iteration 31Q: 3 clusters Score -5908196 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5908339.500000 Penalty: 3540.813721
	Iteration 32Q: 3 clusters Score -5908340 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5908449.500000 Penalty: 3540.813721
	Iteration 33Q: 3 clusters Score -5908450 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5908544.500000 Penalty: 3540.813721
	Iteration 34Q: 3 clusters Score -5908544 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5908625.000000 Penalty: 3540.813721
	Iteration 35Q: 3 clusters Score -5908625 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5908705.000000 Penalty: 3540.813721
	Iteration 36Q: 3 clusters Score -5908705 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5908817.500000 Penalty: 3540.813721
	Iteration 37Q: 3 clusters Score -5908818 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5908889.000000 Penalty: 3540.813721
	Iteration 38Q: 3 clusters Score -5908889 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5908929.500000 Penalty: 3540.813721
	Iteration 39Q: 3 clusters Score -5908930 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5908999.000000 Penalty: 3540.813721
	Iteration 40F: 3 clusters Score -5908999 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5909060.000000 Penalty: 3540.813721
	Iteration 41Q: 3 clusters Score -5909060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5909118.500000 Penalty: 3540.813721
	Iteration 42Q: 3 clusters Score -5909118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5909170.500000 Penalty: 3540.813721
	Iteration 43Q: 3 clusters Score -5909170 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5909225.500000 Penalty: 3540.813721
	Iteration 44Q: 3 clusters Score -5909226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5909272.500000 Penalty: 3540.813721
	Iteration 45Q: 3 clusters Score -5909272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5909309.000000 Penalty: 3540.813721
	Iteration 46Q: 3 clusters Score -5909309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5909329.500000 Penalty: 3540.813721
	Iteration 47Q: 3 clusters Score -5909330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5909360.500000 Penalty: 3540.813721
	Iteration 48Q: 3 clusters Score -5909360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5909375.500000 Penalty: 3540.813721
	Iteration 49Q: 3 clusters Score -5909376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5909395.000000 Penalty: 3540.813721
	Iteration 50Q: 3 clusters Score -5909395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5909399.000000 Penalty: 3540.813721
	Iteration 51Q: 3 clusters Score -5909399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5909420.000000 Penalty: 3540.813721
	Iteration 52Q: 3 clusters Score -5909420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5909419.000000 Penalty: 3540.813721
	Iteration 53Q: 3 clusters Score -5909419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5909428.500000 Penalty: 3540.813721
	Iteration 54Q: 3 clusters Score -5909428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5909433.000000 Penalty: 3540.813721
	Iteration 55Q: 3 clusters Score -5909433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5909431.000000 Penalty: 3540.813721
	Iteration 56Q: 3 clusters Score -5909431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5909435.000000 Penalty: 3540.813721
	Iteration 57Q: 3 clusters Score -5909435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5909438.500000 Penalty: 3540.813721
	Iteration 58Q: 3 clusters Score -5909438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5909448.000000 Penalty: 3540.813721
	Iteration 59Q: 3 clusters Score -5909448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5909448.000000 Penalty: 3540.813721
	Iteration 60F: 3 clusters Score -5909448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5909449.500000 Penalty: 3540.813721
	Iteration 61Q: 3 clusters Score -5909450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5909445.500000 Penalty: 3540.813721
	Iteration 62Q: 3 clusters Score -5909446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5909451.000000 Penalty: 3540.813721
	Iteration 63Q: 3 clusters Score -5909451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5909455.000000 Penalty: 3540.813721
	Iteration 64Q: 3 clusters Score -5909455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5909460.000000 Penalty: 3540.813721
	Iteration 65Q: 3 clusters Score -5909460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5909460.000000 Penalty: 3540.813721
	Iteration 66F: 3 clusters Score -5909460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -367335.437500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -367335.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -364428.406250 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -364428.4 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -365162.000000 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -365162 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -365288.593750 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -365288.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -365352.062500 Penalty: 2635.498291
	Iteration 3Q: 3 clusters Score -365352.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -365394.562500 Penalty: 2635.498291
	Iteration 4Q: 3 clusters Score -365394.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -365431.062500 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -365431.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -365457.093750 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -365457.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -365477.437500 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -365477.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -365495.093750 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -365495.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -365511.875000 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -365511.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -365530.156250 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -365530.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -365542.531250 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -365542.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -365551.875000 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -365551.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -365557.062500 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -365557.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -365565.218750 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -365565.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -365574.906250 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -365574.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -365589.781250 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -365589.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -365603.656250 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -365603.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -365621.250000 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -365621.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -365637.250000 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -365637.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -365658.656250 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -365658.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -365681.750000 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -365681.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -365710.656250 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -365710.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -365748.968750 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -365749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -365787.375000 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -365787.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -365812.531250 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -365812.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -365833.093750 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -365833.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -365852.750000 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -365852.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -365869.281250 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -365869.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -365888.156250 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -365888.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -365907.906250 Penalty: 2635.498291
	Iteration 30Q: 3 clusters Score -365907.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -365923.500000 Penalty: 2635.498291
	Iteration 31Q: 3 clusters Score -365923.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -365941.031250 Penalty: 2635.498291
	Iteration 32Q: 3 clusters Score -365941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -365964.625000 Penalty: 2635.498291
	Iteration 33Q: 3 clusters Score -365964.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -365985.187500 Penalty: 2635.498291
	Iteration 34Q: 3 clusters Score -365985.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -365995.312500 Penalty: 2635.498291
	Iteration 35Q: 3 clusters Score -365995.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -366004.312500 Penalty: 2635.498291
	Iteration 36Q: 3 clusters Score -366004.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -366012.687500 Penalty: 2635.498291
	Iteration 37Q: 3 clusters Score -366012.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -366020.968750 Penalty: 2635.498291
	Iteration 38Q: 3 clusters Score -366021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -366027.531250 Penalty: 2635.498291
	Iteration 39Q: 3 clusters Score -366027.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -366033.687500 Penalty: 2635.498291
	Iteration 40F: 3 clusters Score -366033.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -366038.093750 Penalty: 2635.498291
	Iteration 41Q: 3 clusters Score -366038.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -366043.593750 Penalty: 2635.498291
	Iteration 42Q: 3 clusters Score -366043.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -366048.375000 Penalty: 2635.498291
	Iteration 43Q: 3 clusters Score -366048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -366052.281250 Penalty: 2635.498291
	Iteration 44Q: 3 clusters Score -366052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -366053.906250 Penalty: 2635.498291
	Iteration 45Q: 3 clusters Score -366053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -366053.843750 Penalty: 2635.498291
	Iteration 46Q: 3 clusters Score -366053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -366055.125000 Penalty: 2635.498291
	Iteration 47Q: 3 clusters Score -366055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -366057.968750 Penalty: 2635.498291
	Iteration 48Q: 3 clusters Score -366058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -366058.906250 Penalty: 2635.498291
	Iteration 49Q: 3 clusters Score -366058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -366061.281250 Penalty: 2635.498291
	Iteration 50Q: 3 clusters Score -366061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -366061.343750 Penalty: 2635.498291
	Iteration 51Q: 3 clusters Score -366061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -366062.343750 Penalty: 2635.498291
	Iteration 52Q: 3 clusters Score -366062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -366062.968750 Penalty: 2635.498291
	Iteration 53Q: 3 clusters Score -366063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -366063.750000 Penalty: 2635.498291
	Iteration 54Q: 3 clusters Score -366063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -366064.687500 Penalty: 2635.498291
	Iteration 55Q: 3 clusters Score -366064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -366065.718750 Penalty: 2635.498291
	Iteration 56Q: 3 clusters Score -366065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -366065.843750 Penalty: 2635.498291
	Iteration 57Q: 3 clusters Score -366065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -366066.625000 Penalty: 2635.498291
	Iteration 58Q: 3 clusters Score -366066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -366067.375000 Penalty: 2635.498291
	Iteration 59Q: 3 clusters Score -366067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -366068.437500 Penalty: 2635.498291
	Iteration 60F: 3 clusters Score -366068.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -35059.535156 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -35059.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34135.503906 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -34135.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34296.523438 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -34296.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34365.781250 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -34365.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34426.535156 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -34426.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34446.039062 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -34446.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34450.324219 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -34450.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34457.558594 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -34457.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34460.578125 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -34460.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34460.578125 Penalty: 1934.804077
	Iteration 8F: 3 clusters Score -34460.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Entering Unmasked Estep 
Score: -5850599.500000 Penalty: 1768.819214
	Iteration 0F: 2 clusters Score -5850600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -5814972.000000 Penalty: 3537.638428
	Iteration 0F: 3 clusters Score -5814972 nChanged 25077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -5829640.500000 Penalty: 3537.638428
	Iteration 1F: 3 clusters Score -5829640 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -5830584.000000 Penalty: 3537.638428
	Iteration 2Q: 3 clusters Score -5830584 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5832072.000000 Penalty: 3537.638428
	Iteration 3F: 3 clusters Score -5832072 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -5834266.000000 Penalty: 3537.638428
	Iteration 4F: 3 clusters Score -5834266 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -5837469.500000 Penalty: 3537.638428
	Iteration 5F: 3 clusters Score -5837470 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -5841186.000000 Penalty: 3537.638428
	Iteration 6F: 3 clusters Score -5841186 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -5844192.500000 Penalty: 3537.638428
	Iteration 7F: 3 clusters Score -5844192 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5846027.000000 Penalty: 3537.638428
	Iteration 8Q: 3 clusters Score -5846027 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -5846954.500000 Penalty: 3537.638428
	Iteration 9Q: 3 clusters Score -5846954 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -5847405.000000 Penalty: 3537.638428
	Iteration 10Q: 3 clusters Score -5847405 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5847699.500000 Penalty: 3537.638428
	Iteration 11Q: 3 clusters Score -5847700 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5847916.000000 Penalty: 3537.638428
	Iteration 12Q: 3 clusters Score -5847916 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5848080.000000 Penalty: 3537.638428
	Iteration 13Q: 3 clusters Score -5848080 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5848244.500000 Penalty: 3537.638428
	Iteration 14Q: 3 clusters Score -5848244 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5848390.000000 Penalty: 3537.638428
	Iteration 15Q: 3 clusters Score -5848390 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5848525.000000 Penalty: 3537.638428
	Iteration 16Q: 3 clusters Score -5848525 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5848603.500000 Penalty: 3537.638428
	Iteration 17Q: 3 clusters Score -5848604 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5848691.500000 Penalty: 3537.638428
	Iteration 18Q: 3 clusters Score -5848692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5848739.500000 Penalty: 3537.638428
	Iteration 19Q: 3 clusters Score -5848740 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5848809.000000 Penalty: 3537.638428
	Iteration 20F: 3 clusters Score -5848809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5848863.000000 Penalty: 3537.638428
	Iteration 21Q: 3 clusters Score -5848863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5848917.000000 Penalty: 3537.638428
	Iteration 22Q: 3 clusters Score -5848917 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5848981.500000 Penalty: 3537.638428
	Iteration 23Q: 3 clusters Score -5848982 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5849049.000000 Penalty: 3537.638428
	Iteration 24Q: 3 clusters Score -5849049 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5849098.000000 Penalty: 3537.638428
	Iteration 25Q: 3 clusters Score -5849098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5849113.500000 Penalty: 3537.638428
	Iteration 26Q: 3 clusters Score -5849114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5849126.500000 Penalty: 3537.638428
	Iteration 27Q: 3 clusters Score -5849126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5849125.000000 Penalty: 3537.638428
	Iteration 28Q: 3 clusters Score -5849125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5849147.000000 Penalty: 3537.638428
	Iteration 29Q: 3 clusters Score -5849147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5849155.000000 Penalty: 3537.638428
	Iteration 30Q: 3 clusters Score -5849155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5849160.500000 Penalty: 3537.638428
	Iteration 31Q: 3 clusters Score -5849160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5849175.000000 Penalty: 3537.638428
	Iteration 32Q: 3 clusters Score -5849175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5849181.500000 Penalty: 3537.638428
	Iteration 33Q: 3 clusters Score -5849182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5849183.000000 Penalty: 3537.638428
	Iteration 34Q: 3 clusters Score -5849183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5849192.500000 Penalty: 3537.638428
	Iteration 35Q: 3 clusters Score -5849192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5849204.000000 Penalty: 3537.638428
	Iteration 36Q: 3 clusters Score -5849204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5849210.500000 Penalty: 3537.638428
	Iteration 37Q: 3 clusters Score -5849210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5849221.000000 Penalty: 3537.638428
	Iteration 38Q: 3 clusters Score -5849221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5849212.500000 Penalty: 3537.638428
	Iteration 39Q: 3 clusters Score -5849212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5849221.500000 Penalty: 3537.638428
	Iteration 40F: 3 clusters Score -5849222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5849221.500000 Penalty: 3537.638428
	Iteration 41Q: 3 clusters Score -5849222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5849222.000000 Penalty: 3537.638428
	Iteration 42Q: 3 clusters Score -5849222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5849219.500000 Penalty: 3537.638428
	Iteration 43Q: 3 clusters Score -5849220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5849222.000000 Penalty: 3537.638428
	Iteration 44Q: 3 clusters Score -5849222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5849214.000000 Penalty: 3537.638428
	Iteration 45Q: 3 clusters Score -5849214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5849214.500000 Penalty: 3537.638428
	Iteration 46Q: 3 clusters Score -5849214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5849219.000000 Penalty: 3537.638428
	Iteration 47Q: 3 clusters Score -5849219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5849223.500000 Penalty: 3537.638428
	Iteration 48Q: 3 clusters Score -5849224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5849225.000000 Penalty: 3537.638428
	Iteration 49Q: 3 clusters Score -5849225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5849220.000000 Penalty: 3537.638428
	Iteration 50Q: 3 clusters Score -5849220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5849229.500000 Penalty: 3537.638428
	Iteration 51Q: 3 clusters Score -5849230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5849236.000000 Penalty: 3537.638428
	Iteration 52Q: 3 clusters Score -5849236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5849233.000000 Penalty: 3537.638428
	Iteration 53Q: 3 clusters Score -5849233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5849236.000000 Penalty: 3537.638428
	Iteration 54Q: 3 clusters Score -5849236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5849230.500000 Penalty: 3537.638428
	Iteration 55Q: 3 clusters Score -5849230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5849233.500000 Penalty: 3537.638428
	Iteration 56Q: 3 clusters Score -5849234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5849236.000000 Penalty: 3537.638428
	Iteration 57Q: 3 clusters Score -5849236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5849237.500000 Penalty: 3537.638428
	Iteration 58Q: 3 clusters Score -5849238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5849235.000000 Penalty: 3537.638428
	Iteration 59Q: 3 clusters Score -5849235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5849240.000000 Penalty: 3537.638428
	Iteration 60F: 3 clusters Score -5849240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5849242.000000 Penalty: 3537.638428
	Iteration 61Q: 3 clusters Score -5849242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5849245.000000 Penalty: 3537.638428
	Iteration 62Q: 3 clusters Score -5849245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5849248.500000 Penalty: 3537.638428
	Iteration 63Q: 3 clusters Score -5849248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5849255.000000 Penalty: 3537.638428
	Iteration 64Q: 3 clusters Score -5849255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5849268.000000 Penalty: 3537.638428
	Iteration 65Q: 3 clusters Score -5849268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5849265.000000 Penalty: 3537.638428
	Iteration 66Q: 3 clusters Score -5849265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5849266.500000 Penalty: 3537.638428
	Iteration 67Q: 3 clusters Score -5849266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5849266.500000 Penalty: 3537.638428
	Iteration 68Q: 3 clusters Score -5849266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5849266.500000 Penalty: 3537.638428
	Iteration 69F: 3 clusters Score -5849266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Entering Unmasked Estep 
Score: -493178.281250 Penalty: 1378.085938
	Iteration 0F: 2 clusters Score -493178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -489308.937500 Penalty: 2756.171875
	Iteration 0F: 3 clusters Score -489308.9 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -490414.437500 Penalty: 2756.171875
	Iteration 1F: 3 clusters Score -490414.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -490658.875000 Penalty: 2756.171875
	Iteration 2F: 3 clusters Score -490658.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -490885.312500 Penalty: 2756.171875
	Iteration 3F: 3 clusters Score -490885.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -491138.000000 Penalty: 2756.171875
	Iteration 4F: 3 clusters Score -491138 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -491445.531250 Penalty: 2756.171875
	Iteration 5F: 3 clusters Score -491445.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -491803.656250 Penalty: 2756.171875
	Iteration 6F: 3 clusters Score -491803.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -492140.906250 Penalty: 2756.171875
	Iteration 7F: 3 clusters Score -492140.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -492415.843750 Penalty: 2756.171875
	Iteration 8F: 3 clusters Score -492415.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -492620.093750 Penalty: 2756.171875
	Iteration 9Q: 3 clusters Score -492620.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -492711.656250 Penalty: 2756.171875
	Iteration 10Q: 3 clusters Score -492711.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -492773.656250 Penalty: 2756.171875
	Iteration 11Q: 3 clusters Score -492773.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -492814.687500 Penalty: 2756.171875
	Iteration 12Q: 3 clusters Score -492814.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -492850.500000 Penalty: 2756.171875
	Iteration 13Q: 3 clusters Score -492850.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -492878.343750 Penalty: 2756.171875
	Iteration 14Q: 3 clusters Score -492878.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -492895.750000 Penalty: 2756.171875
	Iteration 15Q: 3 clusters Score -492895.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -492907.875000 Penalty: 2756.171875
	Iteration 16Q: 3 clusters Score -492907.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -492916.781250 Penalty: 2756.171875
	Iteration 17Q: 3 clusters Score -492916.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -492921.906250 Penalty: 2756.171875
	Iteration 18Q: 3 clusters Score -492921.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -492924.312500 Penalty: 2756.171875
	Iteration 19Q: 3 clusters Score -492924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -492928.906250 Penalty: 2756.171875
	Iteration 20F: 3 clusters Score -492928.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -492932.843750 Penalty: 2756.171875
	Iteration 21Q: 3 clusters Score -492932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -492938.718750 Penalty: 2756.171875
	Iteration 22Q: 3 clusters Score -492938.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -492945.156250 Penalty: 2756.171875
	Iteration 23Q: 3 clusters Score -492945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -492950.718750 Penalty: 2756.171875
	Iteration 24Q: 3 clusters Score -492950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -492954.406250 Penalty: 2756.171875
	Iteration 25Q: 3 clusters Score -492954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -492956.062500 Penalty: 2756.171875
	Iteration 26Q: 3 clusters Score -492956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -492957.812500 Penalty: 2756.171875
	Iteration 27Q: 3 clusters Score -492957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -492957.812500 Penalty: 2756.171875
	Iteration 28F: 3 clusters Score -492957.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Entering Unmasked Estep 
Score: -9415125.000000 Penalty: 1846.541870
	Iteration 0F: 2 clusters Score -9415125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -9357458.000000 Penalty: 3693.083740
	Iteration 0F: 3 clusters Score -9357458 nChanged 41021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -9381226.000000 Penalty: 3693.083740
	Iteration 1F: 3 clusters Score -9381226 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -9381778.000000 Penalty: 3693.083740
	Iteration 2Q: 3 clusters Score -9381778 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -9382454.000000 Penalty: 3693.083740
	Iteration 3Q: 3 clusters Score -9382454 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -9383418.000000 Penalty: 3693.083740
	Iteration 4Q: 3 clusters Score -9383418 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -9384529.000000 Penalty: 3693.083740
	Iteration 5Q: 3 clusters Score -9384529 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -9386013.000000 Penalty: 3693.083740
	Iteration 6Q: 3 clusters Score -9386013 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -9387993.000000 Penalty: 3693.083740
	Iteration 7Q: 3 clusters Score -9387993 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -9390461.000000 Penalty: 3693.083740
	Iteration 8F: 3 clusters Score -9390461 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -9393346.000000 Penalty: 3693.083740
	Iteration 9F: 3 clusters Score -9393346 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -9396221.000000 Penalty: 3693.083740
	Iteration 10F: 3 clusters Score -9396221 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -9398504.000000 Penalty: 3693.083740
	Iteration 11Q: 3 clusters Score -9398504 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -9400130.000000 Penalty: 3693.083740
	Iteration 12Q: 3 clusters Score -9400130 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -9401050.000000 Penalty: 3693.083740
	Iteration 13Q: 3 clusters Score -9401050 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -9401774.000000 Penalty: 3693.083740
	Iteration 14Q: 3 clusters Score -9401774 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -9402399.000000 Penalty: 3693.083740
	Iteration 15Q: 3 clusters Score -9402399 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -9402946.000000 Penalty: 3693.083740
	Iteration 16Q: 3 clusters Score -9402946 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -9403661.000000 Penalty: 3693.083740
	Iteration 17Q: 3 clusters Score -9403661 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -9404367.000000 Penalty: 3693.083740
	Iteration 18Q: 3 clusters Score -9404367 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -9405115.000000 Penalty: 3693.083740
	Iteration 19Q: 3 clusters Score -9405115 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -9406022.000000 Penalty: 3693.083740
	Iteration 20F: 3 clusters Score -9406022 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -9406959.000000 Penalty: 3693.083740
	Iteration 21Q: 3 clusters Score -9406959 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -9407851.000000 Penalty: 3693.083740
	Iteration 22Q: 3 clusters Score -9407851 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -9408720.000000 Penalty: 3693.083740
	Iteration 23Q: 3 clusters Score -9408720 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -9409623.000000 Penalty: 3693.083740
	Iteration 24Q: 3 clusters Score -9409623 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -9410461.000000 Penalty: 3693.083740
	Iteration 25Q: 3 clusters Score -9410461 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9411251.000000 Penalty: 3693.083740
	Iteration 26Q: 3 clusters Score -9411251 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9411915.000000 Penalty: 3693.083740
	Iteration 27Q: 3 clusters Score -9411915 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9412425.000000 Penalty: 3693.083740
	Iteration 28Q: 3 clusters Score -9412425 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9412772.000000 Penalty: 3693.083740
	Iteration 29Q: 3 clusters Score -9412772 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9413009.000000 Penalty: 3693.083740
	Iteration 30Q: 3 clusters Score -9413009 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85440 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9413196.000000 Penalty: 3693.083740
	Iteration 31Q: 3 clusters Score -9413196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9413307.000000 Penalty: 3693.083740
	Iteration 32Q: 3 clusters Score -9413307 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9413355.000000 Penalty: 3693.083740
	Iteration 33Q: 3 clusters Score -9413355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9413396.000000 Penalty: 3693.083740
	Iteration 34Q: 3 clusters Score -9413396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9413446.000000 Penalty: 3693.083740
	Iteration 35Q: 3 clusters Score -9413446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9413476.000000 Penalty: 3693.083740
	Iteration 36Q: 3 clusters Score -9413476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9413498.000000 Penalty: 3693.083740
	Iteration 37Q: 3 clusters Score -9413498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9413506.000000 Penalty: 3693.083740
	Iteration 38Q: 3 clusters Score -9413506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9413521.000000 Penalty: 3693.083740
	Iteration 39Q: 3 clusters Score -9413521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85786 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9413526.000000 Penalty: 3693.083740
	Iteration 40F: 3 clusters Score -9413526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9413533.000000 Penalty: 3693.083740
	Iteration 41Q: 3 clusters Score -9413533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9413534.000000 Penalty: 3693.083740
	Iteration 42Q: 3 clusters Score -9413534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9413535.000000 Penalty: 3693.083740
	Iteration 43Q: 3 clusters Score -9413535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9413535.000000 Penalty: 3693.083740
	Iteration 44F: 3 clusters Score -9413535 nChanged 0
--- Evaluating fit on full set of 2650478 points ---
Entering Unmasked Estep 
Score: -282345184.000000 Penalty: 38454.652344
22->17 Clusters: Score -282345184.000000, best is -282331008.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 883492 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 39936 members 
Mstep: Class 3 contains 40142 members 
Mstep: Class 4 contains 40301 members 
Mstep: Class 5 contains 40350 members 
Mstep: Class 6 contains 40076 members 
Mstep: Class 7 contains 39773 members 
Mstep: Class 8 contains 40424 members 
Mstep: Class 9 contains 40283 members 
Mstep: Class 10 contains 40340 members 
Mstep: Class 11 contains 40210 members 
Mstep: Class 12 contains 40419 members 
Mstep: Class 13 contains 40076 members 
Mstep: Class 14 contains 39930 members 
Mstep: Class 15 contains 39954 members 
Mstep: Class 16 contains 40088 members 
Mstep: Class 17 contains 40277 members 
Mstep: Class 18 contains 40289 members 
Mstep: Class 19 contains 40302 members 
Mstep: Class 20 contains 40039 members 
Mstep: Class 21 contains 40024 members 
Mstep: Class 22 contains 40252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 554.170227 but Gain 2224.890625
Score: -90685632.000000 Penalty: 46722.710938
Iteration 0F: 22 clusters Score -9.068563e+07 nChanged 839374
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 24372 members 
Mstep: Class 3 contains 97779 members 
Mstep: Class 4 contains 33907 members 
Mstep: Class 5 contains 30946 members 
Mstep: Class 6 contains 55945 members 
Mstep: Class 7 contains 54906 members 
Mstep: Class 8 contains 34471 members 
Mstep: Class 9 contains 106332 members 
Mstep: Class 10 contains 38136 members 
Mstep: Class 11 contains 26402 members 
Mstep: Class 12 contains 24136 members 
Mstep: Class 13 contains 22558 members 
Mstep: Class 14 contains 32997 members 
Mstep: Class 16 contains 22932 members 
Mstep: Class 17 contains 76227 members 
Mstep: Class 18 contains 21417 members 
Mstep: Class 19 contains 31315 members 
Mstep: Class 20 contains 32440 members 
Mstep: Class 21 contains 34121 members 
Mstep: Class 22 contains 56883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92740656.000000 Penalty: 46722.710938
Iteration 1F: 22 clusters Score -9.274066e+07 nChanged 301760
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 20669 members 
Mstep: Class 3 contains 120599 members 
Mstep: Class 4 contains 28290 members 
Mstep: Class 5 contains 26953 members 
Mstep: Class 6 contains 73614 members 
Mstep: Class 7 contains 49079 members 
Mstep: Class 8 contains 26146 members 
Mstep: Class 9 contains 124533 members 
Mstep: Class 10 contains 33413 members 
Mstep: Class 11 contains 18917 members 
Mstep: Class 12 contains 20193 members 
Mstep: Class 13 contains 18586 members 
Mstep: Class 14 contains 36634 members 
Mstep: Class 16 contains 17005 members 
Mstep: Class 17 contains 80059 members 
Mstep: Class 18 contains 13921 members 
Mstep: Class 19 contains 24499 members 
Mstep: Class 20 contains 35249 members 
Mstep: Class 21 contains 27682 members 
Mstep: Class 22 contains 72104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93122528.000000 Penalty: 46722.710938
Iteration 2F: 22 clusters Score -9.312253e+07 nChanged 199963
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 15537 members 
Mstep: Class 3 contains 158643 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 20610 members 
Mstep: Class 6 contains 81045 members 
Mstep: Class 7 contains 42213 members 
Mstep: Class 8 contains 17177 members 
Mstep: Class 9 contains 138219 members 
Mstep: Class 10 contains 38346 members 
Mstep: Class 11 contains 12852 members 
Mstep: Class 12 contains 14174 members 
Mstep: Class 13 contains 14143 members 
Mstep: Class 14 contains 34036 members 
Mstep: Class 16 contains 11245 members 
Mstep: Class 17 contains 99690 members 
Mstep: Class 18 contains 7595 members 
Mstep: Class 19 contains 18360 members 
Mstep: Class 20 contains 31471 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 77018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93330008.000000 Penalty: 46722.710938
Iteration 3F: 22 clusters Score -9.333001e+07 nChanged 163050
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9944 members 
Mstep: Class 3 contains 201475 members 
Mstep: Class 4 contains 14471 members 
Mstep: Class 5 contains 13361 members 
Mstep: Class 6 contains 80439 members 
Mstep: Class 7 contains 34783 members 
Mstep: Class 8 contains 10126 members 
Mstep: Class 9 contains 160175 members 
Mstep: Class 10 contains 41867 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 8192 members 
Mstep: Class 13 contains 9890 members 
Mstep: Class 14 contains 27615 members 
Mstep: Class 16 contains 6726 members 
Mstep: Class 17 contains 124656 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 12857 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 12332 members 
Mstep: Class 22 contains 72406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93471888.000000 Penalty: 46722.710938
Iteration 4F: 22 clusters Score -9.347189e+07 nChanged 134986
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 241825 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 75054 members 
Mstep: Class 7 contains 30013 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 180788 members 
Mstep: Class 10 contains 43064 members 
Mstep: Class 11 contains 4743 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 20726 members 
Mstep: Class 16 contains 3683 members 
Mstep: Class 17 contains 144161 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 9377 members 
Mstep: Class 20 contains 16041 members 
Mstep: Class 21 contains 7083 members 
Mstep: Class 22 contains 62776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2045.492188 but Gain 2224.890625
Score: -93559456.000000 Penalty: 44497.820312
Iteration 5F: 21 clusters Score -9.355946e+07 nChanged 104834
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2836 members 
Mstep: Class 3 contains 266366 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 69940 members 
Mstep: Class 7 contains 28190 members 
Mstep: Class 8 contains 3113 members 
Mstep: Class 9 contains 197632 members 
Mstep: Class 10 contains 43444 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 2442 members 
Mstep: Class 13 contains 4912 members 
Mstep: Class 14 contains 15929 members 
Mstep: Class 17 contains 156598 members 
Mstep: Class 18 contains 1420 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 3959 members 
Mstep: Class 22 contains 53649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1344.268799 but Gain 2224.890625
Score: -93608448.000000 Penalty: 42272.929688
Iteration 6F: 20 clusters Score -9.360845e+07 nChanged 75907
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 3 contains 270118 members 
Mstep: Class 4 contains 2827 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 68619 members 
Mstep: Class 7 contains 28059 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 209814 members 
Mstep: Class 10 contains 43824 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 13745 members 
Mstep: Class 17 contains 166400 members 
Mstep: Class 18 contains 1566 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 6532 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 47318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1359.811401 but Gain 2224.890625
Score: -93637280.000000 Penalty: 40048.039062
Iteration 7F: 19 clusters Score -9.363728e+07 nChanged 58912
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 3 contains 261799 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 71395 members 
Mstep: Class 7 contains 28825 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 217306 members 
Mstep: Class 10 contains 44308 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 13495 members 
Mstep: Class 17 contains 175076 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 7245 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 43334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1275.709473 but Gain 2224.890625
Score: -93661600.000000 Penalty: 37823.148438
Iteration 8F: 18 clusters Score -9.36616e+07 nChanged 50197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 3 contains 248510 members 
Mstep: Class 4 contains 1179 members 
Mstep: Class 6 contains 76625 members 
Mstep: Class 7 contains 29937 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 221286 members 
Mstep: Class 10 contains 44771 members 
Mstep: Class 11 contains 1652 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 14 contains 14282 members 
Mstep: Class 17 contains 183890 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 22 contains 41057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 952.072144 but Gain 2224.890625
Score: -93681632.000000 Penalty: 35598.257812
Iteration 9F: 17 clusters Score -9.368163e+07 nChanged 42943
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 3 contains 233693 members 
Mstep: Class 6 contains 83346 members 
Mstep: Class 7 contains 31243 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 222138 members 
Mstep: Class 10 contains 45175 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 13 contains 1825 members 
Mstep: Class 14 contains 15734 members 
Mstep: Class 17 contains 192057 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 7203 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 39994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1458.731323 but Gain 2224.890625
Score: -93697776.000000 Penalty: 33373.367188
Iteration 10Q: 16 clusters Score -9.369778e+07 nChanged 38150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 3 contains 220065 members 
Mstep: Class 6 contains 90403 members 
Mstep: Class 7 contains 32512 members 
Mstep: Class 8 contains 1206 members 
Mstep: Class 9 contains 220648 members 
Mstep: Class 10 contains 45474 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 13 contains 1426 members 
Mstep: Class 14 contains 17598 members 
Mstep: Class 17 contains 199458 members 
Mstep: Class 18 contains 2734 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 39993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1234.520630 but Gain 2224.892578
Score: -93715024.000000 Penalty: 31148.474609
Iteration 11Q: 15 clusters Score -9.371502e+07 nChanged 32837
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 3 contains 208515 members 
Mstep: Class 6 contains 97379 members 
Mstep: Class 7 contains 33759 members 
Mstep: Class 8 contains 1064 members 
Mstep: Class 9 contains 217368 members 
Mstep: Class 10 contains 45716 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 14 contains 19650 members 
Mstep: Class 17 contains 205128 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 6980 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 40381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1375.905151 but Gain 2224.890625
Score: -93728464.000000 Penalty: 28923.583984
Iteration 12Q: 14 clusters Score -9.372846e+07 nChanged 28586
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 3 contains 199379 members 
Mstep: Class 6 contains 103764 members 
Mstep: Class 7 contains 34855 members 
Mstep: Class 9 contains 213227 members 
Mstep: Class 10 contains 45956 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 14 contains 21787 members 
Mstep: Class 17 contains 209197 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 6807 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 40799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2085.950195 but Gain 2224.892578
Score: -93739640.000000 Penalty: 26698.691406
Iteration 13Q: 13 clusters Score -9.373964e+07 nChanged 24910
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 3 contains 192910 members 
Mstep: Class 6 contains 109349 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 9 contains 208749 members 
Mstep: Class 10 contains 46154 members 
Mstep: Class 14 contains 24254 members 
Mstep: Class 17 contains 211651 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 21 contains 1585 members 
Mstep: Class 22 contains 41101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93749376.000000 Penalty: 26698.691406
Iteration 14Q: 13 clusters Score -9.374938e+07 nChanged 21155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 3 contains 188296 members 
Mstep: Class 6 contains 114349 members 
Mstep: Class 7 contains 36665 members 
Mstep: Class 9 contains 204363 members 
Mstep: Class 10 contains 46264 members 
Mstep: Class 14 contains 26514 members 
Mstep: Class 17 contains 212510 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 6373 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 41111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93757264.000000 Penalty: 26698.691406
Iteration 15Q: 13 clusters Score -9.375726e+07 nChanged 18850
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 3 contains 185202 members 
Mstep: Class 6 contains 118752 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 9 contains 200584 members 
Mstep: Class 10 contains 46358 members 
Mstep: Class 14 contains 28750 members 
Mstep: Class 17 contains 211936 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 6159 members 
Mstep: Class 21 contains 1966 members 
Mstep: Class 22 contains 41089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93764472.000000 Penalty: 26698.691406
Iteration 16Q: 13 clusters Score -9.376447e+07 nChanged 16866
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 3 contains 182928 members 
Mstep: Class 6 contains 122801 members 
Mstep: Class 7 contains 38027 members 
Mstep: Class 9 contains 197544 members 
Mstep: Class 10 contains 46451 members 
Mstep: Class 14 contains 30856 members 
Mstep: Class 17 contains 210364 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 5923 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 41092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93770072.000000 Penalty: 26698.691406
Iteration 17Q: 13 clusters Score -9.377007e+07 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 3 contains 181236 members 
Mstep: Class 6 contains 126522 members 
Mstep: Class 7 contains 38546 members 
Mstep: Class 9 contains 195210 members 
Mstep: Class 10 contains 46545 members 
Mstep: Class 14 contains 32891 members 
Mstep: Class 17 contains 208071 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 41075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93775096.000000 Penalty: 26698.691406
Iteration 18Q: 13 clusters Score -9.37751e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 3 contains 179972 members 
Mstep: Class 6 contains 129933 members 
Mstep: Class 7 contains 38967 members 
Mstep: Class 9 contains 193192 members 
Mstep: Class 10 contains 46642 members 
Mstep: Class 14 contains 34748 members 
Mstep: Class 17 contains 205472 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 5338 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 41211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93779600.000000 Penalty: 26698.691406
Iteration 19Q: 13 clusters Score -9.37796e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 3 contains 179042 members 
Mstep: Class 6 contains 133031 members 
Mstep: Class 7 contains 39320 members 
Mstep: Class 9 contains 191454 members 
Mstep: Class 10 contains 46707 members 
Mstep: Class 14 contains 36392 members 
Mstep: Class 17 contains 202643 members 
Mstep: Class 18 contains 3328 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 41526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93784728.000000 Penalty: 26698.691406
Iteration 20F: 13 clusters Score -9.378473e+07 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 3 contains 178145 members 
Mstep: Class 6 contains 135858 members 
Mstep: Class 7 contains 39598 members 
Mstep: Class 9 contains 189642 members 
Mstep: Class 10 contains 46753 members 
Mstep: Class 14 contains 37901 members 
Mstep: Class 17 contains 199796 members 
Mstep: Class 18 contains 3497 members 
Mstep: Class 19 contains 4785 members 
Mstep: Class 21 contains 3892 members 
Mstep: Class 22 contains 41888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93790104.000000 Penalty: 26698.691406
Iteration 21Q: 13 clusters Score -9.37901e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 3 contains 177578 members 
Mstep: Class 6 contains 138536 members 
Mstep: Class 7 contains 39855 members 
Mstep: Class 9 contains 187900 members 
Mstep: Class 10 contains 46782 members 
Mstep: Class 14 contains 39123 members 
Mstep: Class 17 contains 197032 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 42266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93794360.000000 Penalty: 26698.691406
Iteration 22Q: 13 clusters Score -9.379436e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 3 contains 177042 members 
Mstep: Class 6 contains 141008 members 
Mstep: Class 7 contains 40088 members 
Mstep: Class 9 contains 186365 members 
Mstep: Class 10 contains 46784 members 
Mstep: Class 14 contains 40240 members 
Mstep: Class 17 contains 194318 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 42690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93797680.000000 Penalty: 26698.691406
Iteration 23Q: 13 clusters Score -9.379768e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 3 contains 176563 members 
Mstep: Class 6 contains 143241 members 
Mstep: Class 7 contains 40330 members 
Mstep: Class 9 contains 184927 members 
Mstep: Class 10 contains 46780 members 
Mstep: Class 14 contains 41309 members 
Mstep: Class 17 contains 191795 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 42964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93800832.000000 Penalty: 26698.691406
Iteration 24Q: 13 clusters Score -9.380083e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 3 contains 176072 members 
Mstep: Class 6 contains 145088 members 
Mstep: Class 7 contains 40520 members 
Mstep: Class 9 contains 183655 members 
Mstep: Class 10 contains 46757 members 
Mstep: Class 14 contains 42273 members 
Mstep: Class 17 contains 189654 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 4009 members 
Mstep: Class 21 contains 7134 members 
Mstep: Class 22 contains 43209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93803336.000000 Penalty: 26698.691406
Iteration 25Q: 13 clusters Score -9.380334e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 3 contains 175487 members 
Mstep: Class 6 contains 146659 members 
Mstep: Class 7 contains 40699 members 
Mstep: Class 9 contains 182609 members 
Mstep: Class 10 contains 46692 members 
Mstep: Class 14 contains 43122 members 
Mstep: Class 17 contains 187816 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 3868 members 
Mstep: Class 21 contains 8027 members 
Mstep: Class 22 contains 43418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93805432.000000 Penalty: 26698.691406
Iteration 26Q: 13 clusters Score -9.380543e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 174915 members 
Mstep: Class 6 contains 148033 members 
Mstep: Class 7 contains 40847 members 
Mstep: Class 9 contains 181638 members 
Mstep: Class 10 contains 46647 members 
Mstep: Class 14 contains 43950 members 
Mstep: Class 17 contains 186099 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 3736 members 
Mstep: Class 21 contains 8969 members 
Mstep: Class 22 contains 43594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93807192.000000 Penalty: 26698.691406
Iteration 27Q: 13 clusters Score -9.380719e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 3 contains 174410 members 
Mstep: Class 6 contains 149245 members 
Mstep: Class 7 contains 40992 members 
Mstep: Class 9 contains 180782 members 
Mstep: Class 10 contains 46574 members 
Mstep: Class 14 contains 44746 members 
Mstep: Class 17 contains 184423 members 
Mstep: Class 18 contains 3511 members 
Mstep: Class 19 contains 3651 members 
Mstep: Class 21 contains 9893 members 
Mstep: Class 22 contains 43742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93809008.000000 Penalty: 26698.691406
Iteration 28Q: 13 clusters Score -9.380901e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 3 contains 173896 members 
Mstep: Class 6 contains 150342 members 
Mstep: Class 7 contains 41098 members 
Mstep: Class 9 contains 179982 members 
Mstep: Class 10 contains 46496 members 
Mstep: Class 14 contains 45510 members 
Mstep: Class 17 contains 182944 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 3588 members 
Mstep: Class 21 contains 10746 members 
Mstep: Class 22 contains 43849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93810528.000000 Penalty: 26698.691406
Iteration 29Q: 13 clusters Score -9.381053e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 3 contains 173425 members 
Mstep: Class 6 contains 151370 members 
Mstep: Class 7 contains 41211 members 
Mstep: Class 9 contains 179326 members 
Mstep: Class 10 contains 46395 members 
Mstep: Class 14 contains 46233 members 
Mstep: Class 17 contains 181488 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 21 contains 11556 members 
Mstep: Class 22 contains 43920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93812400.000000 Penalty: 26698.691406
Iteration 30Q: 13 clusters Score -9.38124e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 3 contains 173016 members 
Mstep: Class 6 contains 152304 members 
Mstep: Class 7 contains 41322 members 
Mstep: Class 9 contains 178691 members 
Mstep: Class 10 contains 46299 members 
Mstep: Class 14 contains 46944 members 
Mstep: Class 17 contains 180139 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 21 contains 12283 members 
Mstep: Class 22 contains 43987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93813648.000000 Penalty: 26698.691406
Iteration 31Q: 13 clusters Score -9.381365e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 3 contains 172465 members 
Mstep: Class 6 contains 153231 members 
Mstep: Class 7 contains 41440 members 
Mstep: Class 9 contains 178120 members 
Mstep: Class 10 contains 46211 members 
Mstep: Class 14 contains 47662 members 
Mstep: Class 17 contains 178867 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 21 contains 12988 members 
Mstep: Class 22 contains 44018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93814792.000000 Penalty: 26698.691406
Iteration 32Q: 13 clusters Score -9.381479e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 3 contains 171837 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 41540 members 
Mstep: Class 9 contains 177681 members 
Mstep: Class 10 contains 46111 members 
Mstep: Class 14 contains 48359 members 
Mstep: Class 17 contains 177727 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 21 contains 13665 members 
Mstep: Class 22 contains 44049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93816152.000000 Penalty: 26698.691406
Iteration 33Q: 13 clusters Score -9.381615e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 3 contains 171224 members 
Mstep: Class 6 contains 154837 members 
Mstep: Class 7 contains 41633 members 
Mstep: Class 9 contains 177383 members 
Mstep: Class 10 contains 45997 members 
Mstep: Class 14 contains 48981 members 
Mstep: Class 17 contains 176581 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 21 contains 14366 members 
Mstep: Class 22 contains 44037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93817208.000000 Penalty: 26698.691406
Iteration 34Q: 13 clusters Score -9.381721e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 3 contains 170716 members 
Mstep: Class 6 contains 155540 members 
Mstep: Class 7 contains 41741 members 
Mstep: Class 9 contains 177108 members 
Mstep: Class 10 contains 45904 members 
Mstep: Class 14 contains 49617 members 
Mstep: Class 17 contains 175443 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 21 contains 15001 members 
Mstep: Class 22 contains 44018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93818800.000000 Penalty: 26698.691406
Iteration 35Q: 13 clusters Score -9.38188e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 3 contains 170198 members 
Mstep: Class 6 contains 156181 members 
Mstep: Class 7 contains 41853 members 
Mstep: Class 9 contains 176845 members 
Mstep: Class 10 contains 45791 members 
Mstep: Class 14 contains 50227 members 
Mstep: Class 17 contains 174393 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 21 contains 15600 members 
Mstep: Class 22 contains 44035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93819360.000000 Penalty: 26698.691406
Iteration 36Q: 13 clusters Score -9.381936e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 3 contains 169745 members 
Mstep: Class 6 contains 156775 members 
Mstep: Class 7 contains 41960 members 
Mstep: Class 9 contains 176646 members 
Mstep: Class 10 contains 45680 members 
Mstep: Class 14 contains 50832 members 
Mstep: Class 17 contains 173336 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 21 contains 16137 members 
Mstep: Class 22 contains 44038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93820376.000000 Penalty: 26698.691406
Iteration 37Q: 13 clusters Score -9.382038e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 3 contains 169319 members 
Mstep: Class 6 contains 157405 members 
Mstep: Class 7 contains 42065 members 
Mstep: Class 9 contains 176377 members 
Mstep: Class 10 contains 45571 members 
Mstep: Class 14 contains 51409 members 
Mstep: Class 17 contains 172333 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 21 contains 16663 members 
Mstep: Class 22 contains 44023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93821168.000000 Penalty: 26698.691406
Iteration 38Q: 13 clusters Score -9.382117e+07 nChanged 5805
Entering ConstructFrom: 
Score: -93821168.000000 Penalty: 26698.691406
Entering ConstructFrom: 
Trying to split cluster 1 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -155745.968750 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -155746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -154011.234375 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -154011.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -154334.421875 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -154334.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -154411.718750 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -154411.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -154461.437500 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -154461.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -154491.218750 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -154491.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154514.703125 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -154514.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -154527.375000 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -154527.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154543.265625 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -154543.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -154559.046875 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -154559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -154571.140625 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -154571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -154575.078125 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -154575.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -154581.843750 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -154581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154584.281250 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -154584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -154584.984375 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -154585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -154584.984375 Penalty: 2362.851562
	Iteration 14F: 3 clusters Score -154585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (168950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168950 members 
Entering Unmasked Estep 
Score: -18300302.000000 Penalty: 1956.070679
	Iteration 0F: 2 clusters Score -1.83003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -18187992.000000 Penalty: 3912.141357
	Iteration 0F: 3 clusters Score -1.818799e+07 nChanged 81887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -18236296.000000 Penalty: 3912.141357
	Iteration 1F: 3 clusters Score -1.82363e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -18237092.000000 Penalty: 3912.141357
	Iteration 2Q: 3 clusters Score -1.823709e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -18238194.000000 Penalty: 3912.141357
	Iteration 3Q: 3 clusters Score -1.823819e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -18239486.000000 Penalty: 3912.141357
	Iteration 4Q: 3 clusters Score -1.823949e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -18241696.000000 Penalty: 3912.141357
	Iteration 5Q: 3 clusters Score -1.82417e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -18245004.000000 Penalty: 3912.141357
	Iteration 6Q: 3 clusters Score -1.8245e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 107806 members 
Entering Unmasked Estep 
Score: -18250384.000000 Penalty: 3912.141357
	Iteration 7F: 3 clusters Score -1.825038e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 117332 members 
Entering Unmasked Estep 
Score: -18258518.000000 Penalty: 3912.141357
	Iteration 8F: 3 clusters Score -1.825852e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -18269212.000000 Penalty: 3912.141357
	Iteration 9F: 3 clusters Score -1.826921e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 136169 members 
Entering Unmasked Estep 
Score: -18279402.000000 Penalty: 3912.141357
	Iteration 10F: 3 clusters Score -1.82794e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 141635 members 
Entering Unmasked Estep 
Score: -18286494.000000 Penalty: 3912.141357
	Iteration 11Q: 3 clusters Score -1.828649e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 144710 members 
Entering Unmasked Estep 
Score: -18289682.000000 Penalty: 3912.141357
	Iteration 12Q: 3 clusters Score -1.828968e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 146819 members 
Entering Unmasked Estep 
Score: -18291028.000000 Penalty: 3912.141357
	Iteration 13Q: 3 clusters Score -1.829103e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 148677 members 
Entering Unmasked Estep 
Score: -18292016.000000 Penalty: 3912.141357
	Iteration 14Q: 3 clusters Score -1.829202e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 150313 members 
Entering Unmasked Estep 
Score: -18292940.000000 Penalty: 3912.141357
	Iteration 15Q: 3 clusters Score -1.829294e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 151826 members 
Entering Unmasked Estep 
Score: -18293520.000000 Penalty: 3912.141357
	Iteration 16Q: 3 clusters Score -1.829352e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -18294170.000000 Penalty: 3912.141357
	Iteration 17Q: 3 clusters Score -1.829417e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 154455 members 
Entering Unmasked Estep 
Score: -18294676.000000 Penalty: 3912.141357
	Iteration 18Q: 3 clusters Score -1.829468e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 155572 members 
Entering Unmasked Estep 
Score: -18295110.000000 Penalty: 3912.141357
	Iteration 19Q: 3 clusters Score -1.829511e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
Score: -18295530.000000 Penalty: 3912.141357
	Iteration 20F: 3 clusters Score -1.829553e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 157528 members 
Entering Unmasked Estep 
Score: -18295894.000000 Penalty: 3912.141357
	Iteration 21Q: 3 clusters Score -1.829589e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 158347 members 
Entering Unmasked Estep 
Score: -18296154.000000 Penalty: 3912.141357
	Iteration 22Q: 3 clusters Score -1.829615e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 159130 members 
Entering Unmasked Estep 
Score: -18296414.000000 Penalty: 3912.141357
	Iteration 23Q: 3 clusters Score -1.829641e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 159862 members 
Entering Unmasked Estep 
Score: -18296648.000000 Penalty: 3912.141357
	Iteration 24Q: 3 clusters Score -1.829665e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 160520 members 
Entering Unmasked Estep 
Score: -18296932.000000 Penalty: 3912.141357
	Iteration 25Q: 3 clusters Score -1.829693e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 161182 members 
Entering Unmasked Estep 
Score: -18297176.000000 Penalty: 3912.141357
	Iteration 26Q: 3 clusters Score -1.829718e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 161751 members 
Entering Unmasked Estep 
Score: -18297466.000000 Penalty: 3912.141357
	Iteration 27Q: 3 clusters Score -1.829747e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 162281 members 
Entering Unmasked Estep 
Score: -18297610.000000 Penalty: 3912.141357
	Iteration 28Q: 3 clusters Score -1.829761e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 162781 members 
Entering Unmasked Estep 
Score: -18297768.000000 Penalty: 3912.141357
	Iteration 29Q: 3 clusters Score -1.829777e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -18297994.000000 Penalty: 3912.141357
	Iteration 30Q: 3 clusters Score -1.829799e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 163621 members 
Entering Unmasked Estep 
Score: -18298192.000000 Penalty: 3912.141357
	Iteration 31Q: 3 clusters Score -1.829819e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 163995 members 
Entering Unmasked Estep 
Score: -18298308.000000 Penalty: 3912.141357
	Iteration 32Q: 3 clusters Score -1.829831e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -18298442.000000 Penalty: 3912.141357
	Iteration 33Q: 3 clusters Score -1.829844e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 164638 members 
Entering Unmasked Estep 
Score: -18298570.000000 Penalty: 3912.141357
	Iteration 34Q: 3 clusters Score -1.829857e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 164910 members 
Entering Unmasked Estep 
Score: -18298670.000000 Penalty: 3912.141357
	Iteration 35Q: 3 clusters Score -1.829867e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 165140 members 
Entering Unmasked Estep 
Score: -18298792.000000 Penalty: 3912.141357
	Iteration 36Q: 3 clusters Score -1.829879e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 165352 members 
Entering Unmasked Estep 
Score: -18298866.000000 Penalty: 3912.141357
	Iteration 37Q: 3 clusters Score -1.829887e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 165532 members 
Entering Unmasked Estep 
Score: -18298928.000000 Penalty: 3912.141357
	Iteration 38Q: 3 clusters Score -1.829893e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 165697 members 
Entering Unmasked Estep 
Score: -18298980.000000 Penalty: 3912.141357
	Iteration 39Q: 3 clusters Score -1.829898e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 165841 members 
Entering Unmasked Estep 
Score: -18299032.000000 Penalty: 3912.141357
	Iteration 40F: 3 clusters Score -1.829903e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -18299062.000000 Penalty: 3912.141357
	Iteration 41Q: 3 clusters Score -1.829906e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 166068 members 
Entering Unmasked Estep 
Score: -18299080.000000 Penalty: 3912.141357
	Iteration 42Q: 3 clusters Score -1.829908e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 166155 members 
Entering Unmasked Estep 
Score: -18299118.000000 Penalty: 3912.141357
	Iteration 43Q: 3 clusters Score -1.829912e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -18299156.000000 Penalty: 3912.141357
	Iteration 44Q: 3 clusters Score -1.829916e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 166296 members 
Entering Unmasked Estep 
Score: -18299204.000000 Penalty: 3912.141357
	Iteration 45Q: 3 clusters Score -1.82992e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 166345 members 
Entering Unmasked Estep 
Score: -18299198.000000 Penalty: 3912.141357
	Iteration 46Q: 3 clusters Score -1.82992e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 166387 members 
Entering Unmasked Estep 
Score: -18299220.000000 Penalty: 3912.141357
	Iteration 47Q: 3 clusters Score -1.829922e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 166434 members 
Entering Unmasked Estep 
Score: -18299274.000000 Penalty: 3912.141357
	Iteration 48Q: 3 clusters Score -1.829927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -18299274.000000 Penalty: 3912.141357
	Iteration 49Q: 3 clusters Score -1.829927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -18299270.000000 Penalty: 3912.141357
	Iteration 50Q: 3 clusters Score -1.829927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 166529 members 
Entering Unmasked Estep 
Score: -18299278.000000 Penalty: 3912.141357
	Iteration 51Q: 3 clusters Score -1.829928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 166545 members 
Entering Unmasked Estep 
Score: -18299276.000000 Penalty: 3912.141357
	Iteration 52Q: 3 clusters Score -1.829928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 166560 members 
Entering Unmasked Estep 
Score: -18299258.000000 Penalty: 3912.141357
	Iteration 53Q: 3 clusters Score -1.829926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 166575 members 
Entering Unmasked Estep 
Score: -18299246.000000 Penalty: 3912.141357
	Iteration 54Q: 3 clusters Score -1.829925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -18299264.000000 Penalty: 3912.141357
	Iteration 55Q: 3 clusters Score -1.829926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 166627 members 
Entering Unmasked Estep 
Score: -18299276.000000 Penalty: 3912.141357
	Iteration 56Q: 3 clusters Score -1.829928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 166652 members 
Entering Unmasked Estep 
Score: -18299288.000000 Penalty: 3912.141357
	Iteration 57Q: 3 clusters Score -1.829929e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 166683 members 
Entering Unmasked Estep 
Score: -18299264.000000 Penalty: 3912.141357
	Iteration 58Q: 3 clusters Score -1.829926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 166711 members 
Entering Unmasked Estep 
Score: -18299278.000000 Penalty: 3912.141357
	Iteration 59Q: 3 clusters Score -1.829928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 166735 members 
Entering Unmasked Estep 
Score: -18299280.000000 Penalty: 3912.141357
	Iteration 60F: 3 clusters Score -1.829928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 166758 members 
Entering Unmasked Estep 
Score: -18299288.000000 Penalty: 3912.141357
	Iteration 61Q: 3 clusters Score -1.829929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 166775 members 
Entering Unmasked Estep 
Score: -18299310.000000 Penalty: 3912.141357
	Iteration 62Q: 3 clusters Score -1.829931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 166793 members 
Entering Unmasked Estep 
Score: -18299306.000000 Penalty: 3912.141357
	Iteration 63Q: 3 clusters Score -1.829931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 166807 members 
Entering Unmasked Estep 
Score: -18299326.000000 Penalty: 3912.141357
	Iteration 64Q: 3 clusters Score -1.829933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 166817 members 
Entering Unmasked Estep 
Score: -18299324.000000 Penalty: 3912.141357
	Iteration 65Q: 3 clusters Score -1.829932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 166826 members 
Entering Unmasked Estep 
Score: -18299314.000000 Penalty: 3912.141357
	Iteration 66Q: 3 clusters Score -1.829931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 166835 members 
Entering Unmasked Estep 
Score: -18299316.000000 Penalty: 3912.141357
	Iteration 67Q: 3 clusters Score -1.829932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 166845 members 
Entering Unmasked Estep 
Score: -18299302.000000 Penalty: 3912.141357
	Iteration 68Q: 3 clusters Score -1.82993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -18299320.000000 Penalty: 3912.141357
	Iteration 69Q: 3 clusters Score -1.829932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -18299306.000000 Penalty: 3912.141357
	Iteration 70Q: 3 clusters Score -1.829931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -18299312.000000 Penalty: 3912.141357
	Iteration 71Q: 3 clusters Score -1.829931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -18299320.000000 Penalty: 3912.141357
	Iteration 72Q: 3 clusters Score -1.829932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -18299320.000000 Penalty: 3912.141357
	Iteration 73F: 3 clusters Score -1.829932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158023 members 
Entering Unmasked Estep 
Score: -17124056.000000 Penalty: 1945.205688
	Iteration 0F: 2 clusters Score -1.712406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -17017926.000000 Penalty: 3890.411377
	Iteration 0F: 3 clusters Score -1.701793e+07 nChanged 76590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -17062838.000000 Penalty: 3890.411377
	Iteration 1F: 3 clusters Score -1.706284e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -17064224.000000 Penalty: 3890.411377
	Iteration 2Q: 3 clusters Score -1.706422e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -17065722.000000 Penalty: 3890.411377
	Iteration 3Q: 3 clusters Score -1.706572e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -17068262.000000 Penalty: 3890.411377
	Iteration 4Q: 3 clusters Score -1.706826e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -17072092.000000 Penalty: 3890.411377
	Iteration 5Q: 3 clusters Score -1.707209e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -17077976.000000 Penalty: 3890.411377
	Iteration 6F: 3 clusters Score -1.707798e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -17086194.000000 Penalty: 3890.411377
	Iteration 7F: 3 clusters Score -1.708619e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -17095306.000000 Penalty: 3890.411377
	Iteration 8F: 3 clusters Score -1.709531e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -17102082.000000 Penalty: 3890.411377
	Iteration 9F: 3 clusters Score -1.710208e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114619 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -17105402.000000 Penalty: 3890.411377
	Iteration 10Q: 3 clusters Score -1.71054e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -17107214.000000 Penalty: 3890.411377
	Iteration 11Q: 3 clusters Score -1.710721e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120098 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -17108650.000000 Penalty: 3890.411377
	Iteration 12Q: 3 clusters Score -1.710865e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122594 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -17109710.000000 Penalty: 3890.411377
	Iteration 13Q: 3 clusters Score -1.710971e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -17110744.000000 Penalty: 3890.411377
	Iteration 14Q: 3 clusters Score -1.711074e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127414 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -17111844.000000 Penalty: 3890.411377
	Iteration 15Q: 3 clusters Score -1.711184e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -17112900.000000 Penalty: 3890.411377
	Iteration 16Q: 3 clusters Score -1.71129e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131816 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -17113688.000000 Penalty: 3890.411377
	Iteration 17Q: 3 clusters Score -1.711369e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133838 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -17114554.000000 Penalty: 3890.411377
	Iteration 18Q: 3 clusters Score -1.711455e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135771 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -17115484.000000 Penalty: 3890.411377
	Iteration 19Q: 3 clusters Score -1.711548e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137593 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -17116292.000000 Penalty: 3890.411377
	Iteration 20F: 3 clusters Score -1.711629e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139302 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -17116908.000000 Penalty: 3890.411377
	Iteration 21Q: 3 clusters Score -1.711691e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140991 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -17117564.000000 Penalty: 3890.411377
	Iteration 22Q: 3 clusters Score -1.711756e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142585 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -17118142.000000 Penalty: 3890.411377
	Iteration 23Q: 3 clusters Score -1.711814e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144016 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -17118734.000000 Penalty: 3890.411377
	Iteration 24Q: 3 clusters Score -1.711873e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -17119266.000000 Penalty: 3890.411377
	Iteration 25Q: 3 clusters Score -1.711927e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146512 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -17119692.000000 Penalty: 3890.411377
	Iteration 26Q: 3 clusters Score -1.711969e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -17120078.000000 Penalty: 3890.411377
	Iteration 27Q: 3 clusters Score -1.712008e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148542 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -17120466.000000 Penalty: 3890.411377
	Iteration 28Q: 3 clusters Score -1.712047e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -17120850.000000 Penalty: 3890.411377
	Iteration 29Q: 3 clusters Score -1.712085e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150330 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -17121074.000000 Penalty: 3890.411377
	Iteration 30Q: 3 clusters Score -1.712107e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -17121378.000000 Penalty: 3890.411377
	Iteration 31Q: 3 clusters Score -1.712138e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151778 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -17121562.000000 Penalty: 3890.411377
	Iteration 32Q: 3 clusters Score -1.712156e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152368 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -17121738.000000 Penalty: 3890.411377
	Iteration 33Q: 3 clusters Score -1.712174e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152865 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -17121890.000000 Penalty: 3890.411377
	Iteration 34Q: 3 clusters Score -1.712189e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -17122020.000000 Penalty: 3890.411377
	Iteration 35Q: 3 clusters Score -1.712202e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -17122130.000000 Penalty: 3890.411377
	Iteration 36Q: 3 clusters Score -1.712213e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154039 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -17122206.000000 Penalty: 3890.411377
	Iteration 37Q: 3 clusters Score -1.712221e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -17122320.000000 Penalty: 3890.411377
	Iteration 38Q: 3 clusters Score -1.712232e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -17122376.000000 Penalty: 3890.411377
	Iteration 39Q: 3 clusters Score -1.712238e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -17122426.000000 Penalty: 3890.411377
	Iteration 40F: 3 clusters Score -1.712243e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -17122446.000000 Penalty: 3890.411377
	Iteration 41Q: 3 clusters Score -1.712245e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -17122504.000000 Penalty: 3890.411377
	Iteration 42Q: 3 clusters Score -1.71225e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155310 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -17122512.000000 Penalty: 3890.411377
	Iteration 43Q: 3 clusters Score -1.712251e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155426 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -17122530.000000 Penalty: 3890.411377
	Iteration 44Q: 3 clusters Score -1.712253e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -17122594.000000 Penalty: 3890.411377
	Iteration 45Q: 3 clusters Score -1.712259e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155662 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -17122600.000000 Penalty: 3890.411377
	Iteration 46Q: 3 clusters Score -1.71226e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155762 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -17122666.000000 Penalty: 3890.411377
	Iteration 47Q: 3 clusters Score -1.712267e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155836 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -17122686.000000 Penalty: 3890.411377
	Iteration 48Q: 3 clusters Score -1.712269e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155895 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17122658.000000 Penalty: 3890.411377
	Iteration 49Q: 3 clusters Score -1.712266e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -17122652.000000 Penalty: 3890.411377
	Iteration 50Q: 3 clusters Score -1.712265e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -17122654.000000 Penalty: 3890.411377
	Iteration 51Q: 3 clusters Score -1.712265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156040 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -17122676.000000 Penalty: 3890.411377
	Iteration 52Q: 3 clusters Score -1.712268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -17122678.000000 Penalty: 3890.411377
	Iteration 53Q: 3 clusters Score -1.712268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156087 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -17122682.000000 Penalty: 3890.411377
	Iteration 54Q: 3 clusters Score -1.712268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156108 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -17122682.000000 Penalty: 3890.411377
	Iteration 55Q: 3 clusters Score -1.712268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156126 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -17122672.000000 Penalty: 3890.411377
	Iteration 56Q: 3 clusters Score -1.712267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156146 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -17122676.000000 Penalty: 3890.411377
	Iteration 57Q: 3 clusters Score -1.712268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -17122704.000000 Penalty: 3890.411377
	Iteration 58Q: 3 clusters Score -1.71227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -17122692.000000 Penalty: 3890.411377
	Iteration 59Q: 3 clusters Score -1.712269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156205 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17122682.000000 Penalty: 3890.411377
	Iteration 60F: 3 clusters Score -1.712268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156218 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -17122690.000000 Penalty: 3890.411377
	Iteration 61Q: 3 clusters Score -1.712269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156236 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -17122718.000000 Penalty: 3890.411377
	Iteration 62Q: 3 clusters Score -1.712272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156255 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -17122702.000000 Penalty: 3890.411377
	Iteration 63Q: 3 clusters Score -1.71227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17122706.000000 Penalty: 3890.411377
	Iteration 64Q: 3 clusters Score -1.712271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -17122706.000000 Penalty: 3890.411377
	Iteration 65Q: 3 clusters Score -1.712271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156292 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -17122716.000000 Penalty: 3890.411377
	Iteration 66Q: 3 clusters Score -1.712272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -17122726.000000 Penalty: 3890.411377
	Iteration 67Q: 3 clusters Score -1.712273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156304 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -17122732.000000 Penalty: 3890.411377
	Iteration 68Q: 3 clusters Score -1.712273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156310 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -17122728.000000 Penalty: 3890.411377
	Iteration 69Q: 3 clusters Score -1.712273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -17122728.000000 Penalty: 3890.411377
	Iteration 70Q: 3 clusters Score -1.712273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156327 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17122728.000000 Penalty: 3890.411377
	Iteration 71Q: 3 clusters Score -1.712273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156330 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -17122732.000000 Penalty: 3890.411377
	Iteration 72Q: 3 clusters Score -1.712273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156337 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -17122736.000000 Penalty: 3890.411377
	Iteration 73Q: 3 clusters Score -1.712274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156349 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -17122744.000000 Penalty: 3890.411377
	Iteration 74Q: 3 clusters Score -1.712274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156360 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17122742.000000 Penalty: 3890.411377
	Iteration 75Q: 3 clusters Score -1.712274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156369 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -17122736.000000 Penalty: 3890.411377
	Iteration 76Q: 3 clusters Score -1.712274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -17122724.000000 Penalty: 3890.411377
	Iteration 77Q: 3 clusters Score -1.712272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -17122728.000000 Penalty: 3890.411377
	Iteration 78Q: 3 clusters Score -1.712273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156395 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17122722.000000 Penalty: 3890.411377
	Iteration 79Q: 3 clusters Score -1.712272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -17122720.000000 Penalty: 3890.411377
	Iteration 80F: 3 clusters Score -1.712272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -17122730.000000 Penalty: 3890.411377
	Iteration 81Q: 3 clusters Score -1.712273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156415 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -17122728.000000 Penalty: 3890.411377
	Iteration 82Q: 3 clusters Score -1.712273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156420 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17122732.000000 Penalty: 3890.411377
	Iteration 83Q: 3 clusters Score -1.712273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156425 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -17122734.000000 Penalty: 3890.411377
	Iteration 84Q: 3 clusters Score -1.712273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -17122730.000000 Penalty: 3890.411377
	Iteration 85Q: 3 clusters Score -1.712273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -17122744.000000 Penalty: 3890.411377
	Iteration 86Q: 3 clusters Score -1.712274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -17122750.000000 Penalty: 3890.411377
	Iteration 87Q: 3 clusters Score -1.712275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -17122752.000000 Penalty: 3890.411377
	Iteration 88Q: 3 clusters Score -1.712275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156443 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17122738.000000 Penalty: 3890.411377
	Iteration 89Q: 3 clusters Score -1.712274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156449 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -17122744.000000 Penalty: 3890.411377
	Iteration 90Q: 3 clusters Score -1.712274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -17122744.000000 Penalty: 3890.411377
	Iteration 91Q: 3 clusters Score -1.712274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156471 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -17122742.000000 Penalty: 3890.411377
	Iteration 92Q: 3 clusters Score -1.712274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156486 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -17122736.000000 Penalty: 3890.411377
	Iteration 93Q: 3 clusters Score -1.712274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -17122730.000000 Penalty: 3890.411377
	Iteration 94Q: 3 clusters Score -1.712273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156504 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -17122752.000000 Penalty: 3890.411377
	Iteration 95Q: 3 clusters Score -1.712275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156510 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -17122754.000000 Penalty: 3890.411377
	Iteration 96Q: 3 clusters Score -1.712275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -17122748.000000 Penalty: 3890.411377
	Iteration 97Q: 3 clusters Score -1.712275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156515 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -17122746.000000 Penalty: 3890.411377
	Iteration 98Q: 3 clusters Score -1.712275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -17122746.000000 Penalty: 3890.411377
	Iteration 99Q: 3 clusters Score -1.712275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -17122754.000000 Penalty: 3890.411377
	Iteration 100F: 3 clusters Score -1.712275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156530 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -17122760.000000 Penalty: 3890.411377
	Iteration 101Q: 3 clusters Score -1.712276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156536 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -17122756.000000 Penalty: 3890.411377
	Iteration 102Q: 3 clusters Score -1.712276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -17122764.000000 Penalty: 3890.411377
	Iteration 103Q: 3 clusters Score -1.712276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -17122764.000000 Penalty: 3890.411377
	Iteration 104Q: 3 clusters Score -1.712276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156543 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -17122762.000000 Penalty: 3890.411377
	Iteration 105Q: 3 clusters Score -1.712276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -17122768.000000 Penalty: 3890.411377
	Iteration 106Q: 3 clusters Score -1.712277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -17122768.000000 Penalty: 3890.411377
	Iteration 107F: 3 clusters Score -1.712277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Entering Unmasked Estep 
Score: -4394462.500000 Penalty: 1730.499390
	Iteration 0F: 2 clusters Score -4394462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4366091.500000 Penalty: 3460.998779
	Iteration 0F: 3 clusters Score -4366092 nChanged 19726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -4377737.500000 Penalty: 3460.998779
	Iteration 1F: 3 clusters Score -4377738 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4379390.000000 Penalty: 3460.998779
	Iteration 2F: 3 clusters Score -4379390 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -4382389.000000 Penalty: 3460.998779
	Iteration 3F: 3 clusters Score -4382389 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4386898.500000 Penalty: 3460.998779
	Iteration 4F: 3 clusters Score -4386898 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4391298.500000 Penalty: 3460.998779
	Iteration 5F: 3 clusters Score -4391298 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -4393830.000000 Penalty: 3460.998779
	Iteration 6F: 3 clusters Score -4393830 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4394953.000000 Penalty: 3460.998779
	Iteration 7Q: 3 clusters Score -4394953 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4395540.500000 Penalty: 3460.998779
	Iteration 8Q: 3 clusters Score -4395540 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4395926.000000 Penalty: 3460.998779
	Iteration 9Q: 3 clusters Score -4395926 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -4396255.500000 Penalty: 3460.998779
	Iteration 10Q: 3 clusters Score -4396256 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -4396653.500000 Penalty: 3460.998779
	Iteration 11Q: 3 clusters Score -4396654 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -4397028.500000 Penalty: 3460.998779
	Iteration 12Q: 3 clusters Score -4397028 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -4397182.500000 Penalty: 3460.998779
	Iteration 13Q: 3 clusters Score -4397182 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -4397246.500000 Penalty: 3460.998779
	Iteration 14Q: 3 clusters Score -4397246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -4397270.000000 Penalty: 3460.998779
	Iteration 15Q: 3 clusters Score -4397270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4397280.000000 Penalty: 3460.998779
	Iteration 16Q: 3 clusters Score -4397280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -4397278.000000 Penalty: 3460.998779
	Iteration 17Q: 3 clusters Score -4397278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -4397286.000000 Penalty: 3460.998779
	Iteration 18Q: 3 clusters Score -4397286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4397286.000000 Penalty: 3460.998779
	Iteration 19Q: 3 clusters Score -4397286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4397293.500000 Penalty: 3460.998779
	Iteration 20F: 3 clusters Score -4397294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -4397299.000000 Penalty: 3460.998779
	Iteration 21Q: 3 clusters Score -4397299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -4397305.500000 Penalty: 3460.998779
	Iteration 22Q: 3 clusters Score -4397306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -4397304.500000 Penalty: 3460.998779
	Iteration 23Q: 3 clusters Score -4397304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4397300.000000 Penalty: 3460.998779
	Iteration 24Q: 3 clusters Score -4397300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -4397302.000000 Penalty: 3460.998779
	Iteration 25Q: 3 clusters Score -4397302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -4397303.000000 Penalty: 3460.998779
	Iteration 26Q: 3 clusters Score -4397303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4397315.000000 Penalty: 3460.998779
	Iteration 27Q: 3 clusters Score -4397315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -4397315.500000 Penalty: 3460.998779
	Iteration 28Q: 3 clusters Score -4397316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -4397315.500000 Penalty: 3460.998779
	Iteration 29Q: 3 clusters Score -4397316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -4397315.500000 Penalty: 3460.998779
	Iteration 30Q: 3 clusters Score -4397316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -4397317.500000 Penalty: 3460.998779
	Iteration 31Q: 3 clusters Score -4397318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -4397321.000000 Penalty: 3460.998779
	Iteration 32Q: 3 clusters Score -4397321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -4397321.500000 Penalty: 3460.998779
	Iteration 33Q: 3 clusters Score -4397322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -4397323.000000 Penalty: 3460.998779
	Iteration 34Q: 3 clusters Score -4397323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -4397321.000000 Penalty: 3460.998779
	Iteration 35Q: 3 clusters Score -4397321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -4397321.000000 Penalty: 3460.998779
	Iteration 36F: 3 clusters Score -4397321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40171 members 
Mstep: Class 3 contains 168950 members 
Mstep: Class 6 contains 158023 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 9 contains 176118 members 
Mstep: Class 10 contains 45446 members 
Mstep: Class 14 contains 51958 members 
Mstep: Class 17 contains 171323 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 21 contains 17159 members 
Mstep: Class 22 contains 44029 members 
Entering Unmasked Estep 
Score: -93823368.000000 Penalty: 28923.583984
Splitting cluster 7 changes total score from -93821168.000000 to -93823368.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (176118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176118 members 
Entering Unmasked Estep 
Score: -19078488.000000 Penalty: 1962.822876
	Iteration 0F: 2 clusters Score -1.907849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -18963012.000000 Penalty: 3925.645752
	Iteration 0F: 3 clusters Score -1.896301e+07 nChanged 84927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -19013496.000000 Penalty: 3925.645752
	Iteration 1F: 3 clusters Score -1.90135e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -19014724.000000 Penalty: 3925.645752
	Iteration 2Q: 3 clusters Score -1.901472e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -19016130.000000 Penalty: 3925.645752
	Iteration 3Q: 3 clusters Score -1.901613e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -19018232.000000 Penalty: 3925.645752
	Iteration 4Q: 3 clusters Score -1.901823e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -19021424.000000 Penalty: 3925.645752
	Iteration 5Q: 3 clusters Score -1.902142e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101461 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -19026576.000000 Penalty: 3925.645752
	Iteration 6F: 3 clusters Score -1.902658e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107458 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -19033180.000000 Penalty: 3925.645752
	Iteration 7F: 3 clusters Score -1.903318e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114374 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -19041026.000000 Penalty: 3925.645752
	Iteration 8F: 3 clusters Score -1.904103e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121039 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -19048806.000000 Penalty: 3925.645752
	Iteration 9F: 3 clusters Score -1.904881e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126575 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -19055440.000000 Penalty: 3925.645752
	Iteration 10F: 3 clusters Score -1.905544e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130747 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -19060418.000000 Penalty: 3925.645752
	Iteration 11Q: 3 clusters Score -1.906042e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133878 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -19063870.000000 Penalty: 3925.645752
	Iteration 12Q: 3 clusters Score -1.906387e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -19066486.000000 Penalty: 3925.645752
	Iteration 13Q: 3 clusters Score -1.906649e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138514 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -19068750.000000 Penalty: 3925.645752
	Iteration 14Q: 3 clusters Score -1.906875e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -19070586.000000 Penalty: 3925.645752
	Iteration 15Q: 3 clusters Score -1.907059e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141831 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -19072062.000000 Penalty: 3925.645752
	Iteration 16Q: 3 clusters Score -1.907206e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -19073172.000000 Penalty: 3925.645752
	Iteration 17Q: 3 clusters Score -1.907317e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144175 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -19073750.000000 Penalty: 3925.645752
	Iteration 18Q: 3 clusters Score -1.907375e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145118 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -19074334.000000 Penalty: 3925.645752
	Iteration 19Q: 3 clusters Score -1.907433e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145922 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -19074708.000000 Penalty: 3925.645752
	Iteration 20F: 3 clusters Score -1.907471e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146681 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -19074866.000000 Penalty: 3925.645752
	Iteration 21Q: 3 clusters Score -1.907487e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147342 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -19074984.000000 Penalty: 3925.645752
	Iteration 22Q: 3 clusters Score -1.907498e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147945 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -19075040.000000 Penalty: 3925.645752
	Iteration 23Q: 3 clusters Score -1.907504e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148484 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -19075116.000000 Penalty: 3925.645752
	Iteration 24Q: 3 clusters Score -1.907512e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148966 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -19075210.000000 Penalty: 3925.645752
	Iteration 25Q: 3 clusters Score -1.907521e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149486 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -19075236.000000 Penalty: 3925.645752
	Iteration 26Q: 3 clusters Score -1.907524e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150003 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -19075270.000000 Penalty: 3925.645752
	Iteration 27Q: 3 clusters Score -1.907527e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -19075290.000000 Penalty: 3925.645752
	Iteration 28Q: 3 clusters Score -1.907529e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151032 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -19075394.000000 Penalty: 3925.645752
	Iteration 29Q: 3 clusters Score -1.907539e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151534 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -19075400.000000 Penalty: 3925.645752
	Iteration 30Q: 3 clusters Score -1.90754e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -19075414.000000 Penalty: 3925.645752
	Iteration 31Q: 3 clusters Score -1.907541e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -19075412.000000 Penalty: 3925.645752
	Iteration 32Q: 3 clusters Score -1.907541e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152869 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -19075448.000000 Penalty: 3925.645752
	Iteration 33Q: 3 clusters Score -1.907545e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -19075518.000000 Penalty: 3925.645752
	Iteration 34Q: 3 clusters Score -1.907552e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -19075570.000000 Penalty: 3925.645752
	Iteration 35Q: 3 clusters Score -1.907557e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154115 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -19075674.000000 Penalty: 3925.645752
	Iteration 36Q: 3 clusters Score -1.907567e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -19075736.000000 Penalty: 3925.645752
	Iteration 37Q: 3 clusters Score -1.907574e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -19075716.000000 Penalty: 3925.645752
	Iteration 38Q: 3 clusters Score -1.907572e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -19075724.000000 Penalty: 3925.645752
	Iteration 39Q: 3 clusters Score -1.907572e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155833 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -19075768.000000 Penalty: 3925.645752
	Iteration 40F: 3 clusters Score -1.907577e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156216 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -19075836.000000 Penalty: 3925.645752
	Iteration 41Q: 3 clusters Score -1.907584e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156585 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -19075876.000000 Penalty: 3925.645752
	Iteration 42Q: 3 clusters Score -1.907588e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -19075880.000000 Penalty: 3925.645752
	Iteration 43Q: 3 clusters Score -1.907588e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -19075878.000000 Penalty: 3925.645752
	Iteration 44Q: 3 clusters Score -1.907588e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157680 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -19075914.000000 Penalty: 3925.645752
	Iteration 45Q: 3 clusters Score -1.907591e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -19075876.000000 Penalty: 3925.645752
	Iteration 46Q: 3 clusters Score -1.907588e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -19075936.000000 Penalty: 3925.645752
	Iteration 47Q: 3 clusters Score -1.907594e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158794 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -19075962.000000 Penalty: 3925.645752
	Iteration 48Q: 3 clusters Score -1.907596e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159128 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -19075912.000000 Penalty: 3925.645752
	Iteration 49Q: 3 clusters Score -1.907591e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159457 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -19075960.000000 Penalty: 3925.645752
	Iteration 50Q: 3 clusters Score -1.907596e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159757 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -19075984.000000 Penalty: 3925.645752
	Iteration 51Q: 3 clusters Score -1.907598e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -19076042.000000 Penalty: 3925.645752
	Iteration 52Q: 3 clusters Score -1.907604e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160403 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -19076008.000000 Penalty: 3925.645752
	Iteration 53Q: 3 clusters Score -1.907601e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -19076066.000000 Penalty: 3925.645752
	Iteration 54Q: 3 clusters Score -1.907607e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161107 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -19076068.000000 Penalty: 3925.645752
	Iteration 55Q: 3 clusters Score -1.907607e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161459 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -19076110.000000 Penalty: 3925.645752
	Iteration 56Q: 3 clusters Score -1.907611e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161811 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -19076168.000000 Penalty: 3925.645752
	Iteration 57Q: 3 clusters Score -1.907617e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162151 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -19076174.000000 Penalty: 3925.645752
	Iteration 58Q: 3 clusters Score -1.907617e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162532 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -19076262.000000 Penalty: 3925.645752
	Iteration 59Q: 3 clusters Score -1.907626e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162921 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -19076318.000000 Penalty: 3925.645752
	Iteration 60F: 3 clusters Score -1.907632e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163295 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -19076374.000000 Penalty: 3925.645752
	Iteration 61Q: 3 clusters Score -1.907637e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -19076414.000000 Penalty: 3925.645752
	Iteration 62Q: 3 clusters Score -1.907641e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -19076430.000000 Penalty: 3925.645752
	Iteration 63Q: 3 clusters Score -1.907643e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -19076490.000000 Penalty: 3925.645752
	Iteration 64Q: 3 clusters Score -1.907649e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164768 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -19076586.000000 Penalty: 3925.645752
	Iteration 65Q: 3 clusters Score -1.907659e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165141 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -19076700.000000 Penalty: 3925.645752
	Iteration 66Q: 3 clusters Score -1.90767e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165515 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -19076756.000000 Penalty: 3925.645752
	Iteration 67Q: 3 clusters Score -1.907676e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165892 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -19076830.000000 Penalty: 3925.645752
	Iteration 68Q: 3 clusters Score -1.907683e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166257 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -19076866.000000 Penalty: 3925.645752
	Iteration 69Q: 3 clusters Score -1.907687e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -19076898.000000 Penalty: 3925.645752
	Iteration 70Q: 3 clusters Score -1.90769e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -19076926.000000 Penalty: 3925.645752
	Iteration 71Q: 3 clusters Score -1.907693e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -19077008.000000 Penalty: 3925.645752
	Iteration 72Q: 3 clusters Score -1.907701e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167725 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -19077076.000000 Penalty: 3925.645752
	Iteration 73Q: 3 clusters Score -1.907708e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168020 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -19077088.000000 Penalty: 3925.645752
	Iteration 74Q: 3 clusters Score -1.907709e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168315 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -19077092.000000 Penalty: 3925.645752
	Iteration 75Q: 3 clusters Score -1.907709e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168601 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -19077144.000000 Penalty: 3925.645752
	Iteration 76Q: 3 clusters Score -1.907714e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -19077212.000000 Penalty: 3925.645752
	Iteration 77Q: 3 clusters Score -1.907721e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169104 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -19077186.000000 Penalty: 3925.645752
	Iteration 78Q: 3 clusters Score -1.907719e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169365 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -19077186.000000 Penalty: 3925.645752
	Iteration 79Q: 3 clusters Score -1.907719e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169601 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -19077194.000000 Penalty: 3925.645752
	Iteration 80F: 3 clusters Score -1.907719e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169810 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -19077218.000000 Penalty: 3925.645752
	Iteration 81Q: 3 clusters Score -1.907722e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170005 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -19077234.000000 Penalty: 3925.645752
	Iteration 82Q: 3 clusters Score -1.907723e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170209 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -19077254.000000 Penalty: 3925.645752
	Iteration 83Q: 3 clusters Score -1.907725e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170381 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -19077284.000000 Penalty: 3925.645752
	Iteration 84Q: 3 clusters Score -1.907728e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170543 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -19077284.000000 Penalty: 3925.645752
	Iteration 85Q: 3 clusters Score -1.907728e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170704 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -19077248.000000 Penalty: 3925.645752
	Iteration 86Q: 3 clusters Score -1.907725e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170874 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -19077232.000000 Penalty: 3925.645752
	Iteration 87Q: 3 clusters Score -1.907723e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -19077244.000000 Penalty: 3925.645752
	Iteration 88Q: 3 clusters Score -1.907724e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -19077242.000000 Penalty: 3925.645752
	Iteration 89Q: 3 clusters Score -1.907724e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171325 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -19077226.000000 Penalty: 3925.645752
	Iteration 90Q: 3 clusters Score -1.907723e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171449 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -19077246.000000 Penalty: 3925.645752
	Iteration 91Q: 3 clusters Score -1.907725e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171583 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -19077238.000000 Penalty: 3925.645752
	Iteration 92Q: 3 clusters Score -1.907724e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171724 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -19077242.000000 Penalty: 3925.645752
	Iteration 93Q: 3 clusters Score -1.907724e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -19077238.000000 Penalty: 3925.645752
	Iteration 94Q: 3 clusters Score -1.907724e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171995 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -19077246.000000 Penalty: 3925.645752
	Iteration 95Q: 3 clusters Score -1.907725e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172126 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -19077266.000000 Penalty: 3925.645752
	Iteration 96Q: 3 clusters Score -1.907727e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172255 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -19077262.000000 Penalty: 3925.645752
	Iteration 97Q: 3 clusters Score -1.907726e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172364 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -19077286.000000 Penalty: 3925.645752
	Iteration 98Q: 3 clusters Score -1.907729e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172481 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -19077286.000000 Penalty: 3925.645752
	Iteration 99Q: 3 clusters Score -1.907729e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -19077278.000000 Penalty: 3925.645752
	Iteration 100F: 3 clusters Score -1.907728e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172704 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19077318.000000 Penalty: 3925.645752
	Iteration 101Q: 3 clusters Score -1.907732e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172798 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -19077322.000000 Penalty: 3925.645752
	Iteration 102Q: 3 clusters Score -1.907732e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172876 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -19077332.000000 Penalty: 3925.645752
	Iteration 103Q: 3 clusters Score -1.907733e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172929 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -19077354.000000 Penalty: 3925.645752
	Iteration 104Q: 3 clusters Score -1.907735e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172980 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -19077348.000000 Penalty: 3925.645752
	Iteration 105Q: 3 clusters Score -1.907735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173031 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -19077368.000000 Penalty: 3925.645752
	Iteration 106Q: 3 clusters Score -1.907737e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -19077394.000000 Penalty: 3925.645752
	Iteration 107Q: 3 clusters Score -1.907739e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -19077384.000000 Penalty: 3925.645752
	Iteration 108Q: 3 clusters Score -1.907738e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173179 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -19077394.000000 Penalty: 3925.645752
	Iteration 109Q: 3 clusters Score -1.907739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173207 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -19077420.000000 Penalty: 3925.645752
	Iteration 110Q: 3 clusters Score -1.907742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173227 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -19077406.000000 Penalty: 3925.645752
	Iteration 111Q: 3 clusters Score -1.907741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173244 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19077406.000000 Penalty: 3925.645752
	Iteration 112Q: 3 clusters Score -1.907741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173259 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -19077402.000000 Penalty: 3925.645752
	Iteration 113Q: 3 clusters Score -1.90774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173273 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -19077404.000000 Penalty: 3925.645752
	Iteration 114Q: 3 clusters Score -1.90774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173284 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -19077388.000000 Penalty: 3925.645752
	Iteration 115Q: 3 clusters Score -1.907739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173298 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -19077362.000000 Penalty: 3925.645752
	Iteration 116Q: 3 clusters Score -1.907736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173318 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -19077384.000000 Penalty: 3925.645752
	Iteration 117Q: 3 clusters Score -1.907738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -19077378.000000 Penalty: 3925.645752
	Iteration 118Q: 3 clusters Score -1.907738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -19077390.000000 Penalty: 3925.645752
	Iteration 119Q: 3 clusters Score -1.907739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -19077406.000000 Penalty: 3925.645752
	Iteration 120F: 3 clusters Score -1.907741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173369 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -19077408.000000 Penalty: 3925.645752
	Iteration 121Q: 3 clusters Score -1.907741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -19077402.000000 Penalty: 3925.645752
	Iteration 122Q: 3 clusters Score -1.90774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173394 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -19077404.000000 Penalty: 3925.645752
	Iteration 123Q: 3 clusters Score -1.90774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173408 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -19077400.000000 Penalty: 3925.645752
	Iteration 124Q: 3 clusters Score -1.90774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -19077380.000000 Penalty: 3925.645752
	Iteration 125Q: 3 clusters Score -1.907738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173430 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -19077386.000000 Penalty: 3925.645752
	Iteration 126Q: 3 clusters Score -1.907739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173437 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19077382.000000 Penalty: 3925.645752
	Iteration 127Q: 3 clusters Score -1.907738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173448 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -19077398.000000 Penalty: 3925.645752
	Iteration 128Q: 3 clusters Score -1.90774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173466 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -19077390.000000 Penalty: 3925.645752
	Iteration 129Q: 3 clusters Score -1.907739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173477 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -19077378.000000 Penalty: 3925.645752
	Iteration 130Q: 3 clusters Score -1.907738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -19077400.000000 Penalty: 3925.645752
	Iteration 131Q: 3 clusters Score -1.90774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -19077392.000000 Penalty: 3925.645752
	Iteration 132Q: 3 clusters Score -1.907739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173503 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -19077394.000000 Penalty: 3925.645752
	Iteration 133Q: 3 clusters Score -1.907739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173509 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -19077410.000000 Penalty: 3925.645752
	Iteration 134Q: 3 clusters Score -1.907741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173517 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -19077400.000000 Penalty: 3925.645752
	Iteration 135Q: 3 clusters Score -1.90774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173525 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -19077412.000000 Penalty: 3925.645752
	Iteration 136Q: 3 clusters Score -1.907741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173541 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -19077430.000000 Penalty: 3925.645752
	Iteration 137Q: 3 clusters Score -1.907743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173552 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -19077422.000000 Penalty: 3925.645752
	Iteration 138Q: 3 clusters Score -1.907742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -19077406.000000 Penalty: 3925.645752
	Iteration 139Q: 3 clusters Score -1.907741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -19077414.000000 Penalty: 3925.645752
	Iteration 140F: 3 clusters Score -1.907741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173586 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -19077404.000000 Penalty: 3925.645752
	Iteration 141Q: 3 clusters Score -1.90774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -19077402.000000 Penalty: 3925.645752
	Iteration 142Q: 3 clusters Score -1.90774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173595 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -19077394.000000 Penalty: 3925.645752
	Iteration 143Q: 3 clusters Score -1.907739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173597 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -19077402.000000 Penalty: 3925.645752
	Iteration 144Q: 3 clusters Score -1.90774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173599 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -19077412.000000 Penalty: 3925.645752
	Iteration 145Q: 3 clusters Score -1.907741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173602 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -19077416.000000 Penalty: 3925.645752
	Iteration 146Q: 3 clusters Score -1.907742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173603 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19077432.000000 Penalty: 3925.645752
	Iteration 147Q: 3 clusters Score -1.907743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173604 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -19077420.000000 Penalty: 3925.645752
	Iteration 148Q: 3 clusters Score -1.907742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173605 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -19077422.000000 Penalty: 3925.645752
	Iteration 149Q: 3 clusters Score -1.907742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173606 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -19077422.000000 Penalty: 3925.645752
	Iteration 150Q: 3 clusters Score -1.907742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173607 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -19077418.000000 Penalty: 3925.645752
	Iteration 151Q: 3 clusters Score -1.907742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173607 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -19077418.000000 Penalty: 3925.645752
	Iteration 152F: 3 clusters Score -1.907742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Entering Unmasked Estep 
Score: -4840933.000000 Penalty: 1742.695557
	Iteration 0F: 2 clusters Score -4840933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -4810593.500000 Penalty: 3485.391113
	Iteration 0F: 3 clusters Score -4810594 nChanged 21304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -4822729.500000 Penalty: 3485.391113
	Iteration 1F: 3 clusters Score -4822730 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4823194.500000 Penalty: 3485.391113
	Iteration 2Q: 3 clusters Score -4823194 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -4823693.500000 Penalty: 3485.391113
	Iteration 3Q: 3 clusters Score -4823694 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4824255.000000 Penalty: 3485.391113
	Iteration 4Q: 3 clusters Score -4824255 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4825138.500000 Penalty: 3485.391113
	Iteration 5Q: 3 clusters Score -4825138 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4826503.000000 Penalty: 3485.391113
	Iteration 6F: 3 clusters Score -4826503 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4828833.000000 Penalty: 3485.391113
	Iteration 7F: 3 clusters Score -4828833 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -4832270.500000 Penalty: 3485.391113
	Iteration 8F: 3 clusters Score -4832270 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4836009.000000 Penalty: 3485.391113
	Iteration 9F: 3 clusters Score -4836009 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4838377.500000 Penalty: 3485.391113
	Iteration 10F: 3 clusters Score -4838378 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4839411.000000 Penalty: 3485.391113
	Iteration 11Q: 3 clusters Score -4839411 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4839791.500000 Penalty: 3485.391113
	Iteration 12Q: 3 clusters Score -4839792 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4839973.500000 Penalty: 3485.391113
	Iteration 13Q: 3 clusters Score -4839974 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4840067.000000 Penalty: 3485.391113
	Iteration 14Q: 3 clusters Score -4840067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4840120.500000 Penalty: 3485.391113
	Iteration 15Q: 3 clusters Score -4840120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4840154.500000 Penalty: 3485.391113
	Iteration 16Q: 3 clusters Score -4840154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4840173.500000 Penalty: 3485.391113
	Iteration 17Q: 3 clusters Score -4840174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4840183.000000 Penalty: 3485.391113
	Iteration 18Q: 3 clusters Score -4840183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4840196.500000 Penalty: 3485.391113
	Iteration 19Q: 3 clusters Score -4840196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4840196.000000 Penalty: 3485.391113
	Iteration 20F: 3 clusters Score -4840196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4840211.000000 Penalty: 3485.391113
	Iteration 21Q: 3 clusters Score -4840211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4840217.000000 Penalty: 3485.391113
	Iteration 22Q: 3 clusters Score -4840217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4840218.000000 Penalty: 3485.391113
	Iteration 23Q: 3 clusters Score -4840218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4840216.000000 Penalty: 3485.391113
	Iteration 24Q: 3 clusters Score -4840216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4840214.000000 Penalty: 3485.391113
	Iteration 25Q: 3 clusters Score -4840214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4840221.500000 Penalty: 3485.391113
	Iteration 26Q: 3 clusters Score -4840222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4840219.500000 Penalty: 3485.391113
	Iteration 27Q: 3 clusters Score -4840220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4840220.000000 Penalty: 3485.391113
	Iteration 28Q: 3 clusters Score -4840220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4840220.500000 Penalty: 3485.391113
	Iteration 29Q: 3 clusters Score -4840220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4840220.500000 Penalty: 3485.391113
	Iteration 30F: 3 clusters Score -4840220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Entering Unmasked Estep 
Score: -5708779.500000 Penalty: 1764.455933
	Iteration 0F: 2 clusters Score -5708780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -5674091.500000 Penalty: 3528.911865
	Iteration 0F: 3 clusters Score -5674092 nChanged 24398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -5687979.000000 Penalty: 3528.911865
	Iteration 1F: 3 clusters Score -5687979 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -5688628.500000 Penalty: 3528.911865
	Iteration 2Q: 3 clusters Score -5688628 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -5689435.500000 Penalty: 3528.911865
	Iteration 3Q: 3 clusters Score -5689436 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -5690314.000000 Penalty: 3528.911865
	Iteration 4Q: 3 clusters Score -5690314 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -5691571.000000 Penalty: 3528.911865
	Iteration 5Q: 3 clusters Score -5691571 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5693300.500000 Penalty: 3528.911865
	Iteration 6F: 3 clusters Score -5693300 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -5695774.000000 Penalty: 3528.911865
	Iteration 7F: 3 clusters Score -5695774 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -5698429.500000 Penalty: 3528.911865
	Iteration 8F: 3 clusters Score -5698430 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5700094.500000 Penalty: 3528.911865
	Iteration 9F: 3 clusters Score -5700094 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -5700821.000000 Penalty: 3528.911865
	Iteration 10Q: 3 clusters Score -5700821 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -5701096.500000 Penalty: 3528.911865
	Iteration 11Q: 3 clusters Score -5701096 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5701291.000000 Penalty: 3528.911865
	Iteration 12Q: 3 clusters Score -5701291 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -5701439.500000 Penalty: 3528.911865
	Iteration 13Q: 3 clusters Score -5701440 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5701631.500000 Penalty: 3528.911865
	Iteration 14Q: 3 clusters Score -5701632 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -5701767.000000 Penalty: 3528.911865
	Iteration 15Q: 3 clusters Score -5701767 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -5701936.000000 Penalty: 3528.911865
	Iteration 16Q: 3 clusters Score -5701936 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -5702053.500000 Penalty: 3528.911865
	Iteration 17Q: 3 clusters Score -5702054 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5702231.500000 Penalty: 3528.911865
	Iteration 18Q: 3 clusters Score -5702232 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -5702358.000000 Penalty: 3528.911865
	Iteration 19Q: 3 clusters Score -5702358 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -5702499.000000 Penalty: 3528.911865
	Iteration 20F: 3 clusters Score -5702499 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -5702632.500000 Penalty: 3528.911865
	Iteration 21Q: 3 clusters Score -5702632 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -5702701.500000 Penalty: 3528.911865
	Iteration 22Q: 3 clusters Score -5702702 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -5702802.000000 Penalty: 3528.911865
	Iteration 23Q: 3 clusters Score -5702802 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -5702889.500000 Penalty: 3528.911865
	Iteration 24Q: 3 clusters Score -5702890 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -5702978.000000 Penalty: 3528.911865
	Iteration 25Q: 3 clusters Score -5702978 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5703086.500000 Penalty: 3528.911865
	Iteration 26Q: 3 clusters Score -5703086 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -5703155.000000 Penalty: 3528.911865
	Iteration 27Q: 3 clusters Score -5703155 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -5703234.500000 Penalty: 3528.911865
	Iteration 28Q: 3 clusters Score -5703234 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -5703347.500000 Penalty: 3528.911865
	Iteration 29Q: 3 clusters Score -5703348 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -5703407.500000 Penalty: 3528.911865
	Iteration 30Q: 3 clusters Score -5703408 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -5703473.000000 Penalty: 3528.911865
	Iteration 31Q: 3 clusters Score -5703473 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -5703543.000000 Penalty: 3528.911865
	Iteration 32Q: 3 clusters Score -5703543 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -5703605.000000 Penalty: 3528.911865
	Iteration 33Q: 3 clusters Score -5703605 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -5703710.000000 Penalty: 3528.911865
	Iteration 34Q: 3 clusters Score -5703710 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -5703796.000000 Penalty: 3528.911865
	Iteration 35Q: 3 clusters Score -5703796 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -5703917.000000 Penalty: 3528.911865
	Iteration 36Q: 3 clusters Score -5703917 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -5704042.000000 Penalty: 3528.911865
	Iteration 37Q: 3 clusters Score -5704042 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -5704160.000000 Penalty: 3528.911865
	Iteration 38Q: 3 clusters Score -5704160 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -5704277.500000 Penalty: 3528.911865
	Iteration 39Q: 3 clusters Score -5704278 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5704375.500000 Penalty: 3528.911865
	Iteration 40F: 3 clusters Score -5704376 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -5704506.500000 Penalty: 3528.911865
	Iteration 41Q: 3 clusters Score -5704506 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -5704625.500000 Penalty: 3528.911865
	Iteration 42Q: 3 clusters Score -5704626 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5704754.500000 Penalty: 3528.911865
	Iteration 43Q: 3 clusters Score -5704754 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5704852.000000 Penalty: 3528.911865
	Iteration 44Q: 3 clusters Score -5704852 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -5704967.500000 Penalty: 3528.911865
	Iteration 45Q: 3 clusters Score -5704968 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -5705078.500000 Penalty: 3528.911865
	Iteration 46Q: 3 clusters Score -5705078 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5705195.500000 Penalty: 3528.911865
	Iteration 47Q: 3 clusters Score -5705196 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5705299.500000 Penalty: 3528.911865
	Iteration 48Q: 3 clusters Score -5705300 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5705415.000000 Penalty: 3528.911865
	Iteration 49Q: 3 clusters Score -5705415 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5705567.500000 Penalty: 3528.911865
	Iteration 50Q: 3 clusters Score -5705568 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -5705701.500000 Penalty: 3528.911865
	Iteration 51Q: 3 clusters Score -5705702 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5705842.500000 Penalty: 3528.911865
	Iteration 52Q: 3 clusters Score -5705842 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -5705975.500000 Penalty: 3528.911865
	Iteration 53Q: 3 clusters Score -5705976 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -5706096.500000 Penalty: 3528.911865
	Iteration 54Q: 3 clusters Score -5706096 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -5706248.000000 Penalty: 3528.911865
	Iteration 55Q: 3 clusters Score -5706248 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -5706351.000000 Penalty: 3528.911865
	Iteration 56Q: 3 clusters Score -5706351 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -5706453.000000 Penalty: 3528.911865
	Iteration 57Q: 3 clusters Score -5706453 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5706532.500000 Penalty: 3528.911865
	Iteration 58Q: 3 clusters Score -5706532 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -5706614.000000 Penalty: 3528.911865
	Iteration 59Q: 3 clusters Score -5706614 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -5706698.000000 Penalty: 3528.911865
	Iteration 60F: 3 clusters Score -5706698 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5706801.500000 Penalty: 3528.911865
	Iteration 61Q: 3 clusters Score -5706802 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -5706860.500000 Penalty: 3528.911865
	Iteration 62Q: 3 clusters Score -5706860 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -5706936.000000 Penalty: 3528.911865
	Iteration 63Q: 3 clusters Score -5706936 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -5707004.500000 Penalty: 3528.911865
	Iteration 64Q: 3 clusters Score -5707004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -5707067.000000 Penalty: 3528.911865
	Iteration 65Q: 3 clusters Score -5707067 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -5707119.500000 Penalty: 3528.911865
	Iteration 66Q: 3 clusters Score -5707120 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -5707155.000000 Penalty: 3528.911865
	Iteration 67Q: 3 clusters Score -5707155 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -5707202.000000 Penalty: 3528.911865
	Iteration 68Q: 3 clusters Score -5707202 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -5707249.000000 Penalty: 3528.911865
	Iteration 69Q: 3 clusters Score -5707249 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -5707294.000000 Penalty: 3528.911865
	Iteration 70Q: 3 clusters Score -5707294 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -5707329.000000 Penalty: 3528.911865
	Iteration 71Q: 3 clusters Score -5707329 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -5707358.000000 Penalty: 3528.911865
	Iteration 72Q: 3 clusters Score -5707358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -5707383.500000 Penalty: 3528.911865
	Iteration 73Q: 3 clusters Score -5707384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -5707403.000000 Penalty: 3528.911865
	Iteration 74Q: 3 clusters Score -5707403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -5707413.000000 Penalty: 3528.911865
	Iteration 75Q: 3 clusters Score -5707413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -5707432.500000 Penalty: 3528.911865
	Iteration 76Q: 3 clusters Score -5707432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -5707459.000000 Penalty: 3528.911865
	Iteration 77Q: 3 clusters Score -5707459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -5707459.500000 Penalty: 3528.911865
	Iteration 78Q: 3 clusters Score -5707460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -5707465.500000 Penalty: 3528.911865
	Iteration 79Q: 3 clusters Score -5707466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -5707483.000000 Penalty: 3528.911865
	Iteration 80F: 3 clusters Score -5707483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -5707488.000000 Penalty: 3528.911865
	Iteration 81Q: 3 clusters Score -5707488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -5707496.500000 Penalty: 3528.911865
	Iteration 82Q: 3 clusters Score -5707496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -5707518.000000 Penalty: 3528.911865
	Iteration 83Q: 3 clusters Score -5707518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -5707520.000000 Penalty: 3528.911865
	Iteration 84Q: 3 clusters Score -5707520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -5707534.000000 Penalty: 3528.911865
	Iteration 85Q: 3 clusters Score -5707534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -5707536.500000 Penalty: 3528.911865
	Iteration 86Q: 3 clusters Score -5707536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -5707541.000000 Penalty: 3528.911865
	Iteration 87Q: 3 clusters Score -5707541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -5707551.000000 Penalty: 3528.911865
	Iteration 88Q: 3 clusters Score -5707551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -5707550.500000 Penalty: 3528.911865
	Iteration 89Q: 3 clusters Score -5707550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -5707566.500000 Penalty: 3528.911865
	Iteration 90Q: 3 clusters Score -5707566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -5707565.000000 Penalty: 3528.911865
	Iteration 91Q: 3 clusters Score -5707565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -5707559.000000 Penalty: 3528.911865
	Iteration 92Q: 3 clusters Score -5707559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -5707560.000000 Penalty: 3528.911865
	Iteration 93Q: 3 clusters Score -5707560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -5707559.000000 Penalty: 3528.911865
	Iteration 94Q: 3 clusters Score -5707559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -5707562.000000 Penalty: 3528.911865
	Iteration 95Q: 3 clusters Score -5707562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -5707562.000000 Penalty: 3528.911865
	Iteration 96F: 3 clusters Score -5707562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171323 members 
Entering Unmasked Estep 
Score: -18529874.000000 Penalty: 1958.337158
	Iteration 0F: 2 clusters Score -1.852987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 85267 members 
Entering Unmasked Estep 
Score: -18415260.000000 Penalty: 3916.674316
	Iteration 0F: 3 clusters Score -1.841526e+07 nChanged 82955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -18464408.000000 Penalty: 3916.674316
	Iteration 1F: 3 clusters Score -1.846441e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -18466266.000000 Penalty: 3916.674316
	Iteration 2Q: 3 clusters Score -1.846627e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -18469528.000000 Penalty: 3916.674316
	Iteration 3Q: 3 clusters Score -1.846953e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -18475562.000000 Penalty: 3916.674316
	Iteration 4F: 3 clusters Score -1.847556e+07 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125624 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -18485158.000000 Penalty: 3916.674316
	Iteration 5F: 3 clusters Score -1.848516e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139824 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -18498128.000000 Penalty: 3916.674316
	Iteration 6F: 3 clusters Score -1.849813e+07 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152762 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -18510484.000000 Penalty: 3916.674316
	Iteration 7F: 3 clusters Score -1.851048e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -18519314.000000 Penalty: 3916.674316
	Iteration 8F: 3 clusters Score -1.851931e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -18524336.000000 Penalty: 3916.674316
	Iteration 9Q: 3 clusters Score -1.852434e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169406 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -18526524.000000 Penalty: 3916.674316
	Iteration 10Q: 3 clusters Score -1.852652e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170413 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18527364.000000 Penalty: 3916.674316
	Iteration 11Q: 3 clusters Score -1.852736e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18527752.000000 Penalty: 3916.674316
	Iteration 12Q: 3 clusters Score -1.852775e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170966 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18527916.000000 Penalty: 3916.674316
	Iteration 13Q: 3 clusters Score -1.852792e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18527976.000000 Penalty: 3916.674316
	Iteration 14Q: 3 clusters Score -1.852798e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18528030.000000 Penalty: 3916.674316
	Iteration 15Q: 3 clusters Score -1.852803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171081 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18528044.000000 Penalty: 3916.674316
	Iteration 16Q: 3 clusters Score -1.852804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18528058.000000 Penalty: 3916.674316
	Iteration 17Q: 3 clusters Score -1.852806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171101 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18528082.000000 Penalty: 3916.674316
	Iteration 18Q: 3 clusters Score -1.852808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18528080.000000 Penalty: 3916.674316
	Iteration 19Q: 3 clusters Score -1.852808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171108 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18528100.000000 Penalty: 3916.674316
	Iteration 20F: 3 clusters Score -1.85281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171114 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18528124.000000 Penalty: 3916.674316
	Iteration 21Q: 3 clusters Score -1.852812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171116 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18528124.000000 Penalty: 3916.674316
	Iteration 22Q: 3 clusters Score -1.852812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171114 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18528126.000000 Penalty: 3916.674316
	Iteration 23Q: 3 clusters Score -1.852813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171116 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18528132.000000 Penalty: 3916.674316
	Iteration 24Q: 3 clusters Score -1.852813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18528140.000000 Penalty: 3916.674316
	Iteration 25Q: 3 clusters Score -1.852814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18528140.000000 Penalty: 3916.674316
	Iteration 26F: 3 clusters Score -1.852814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -349466.125000 Penalty: 1326.130615
	Iteration 0F: 2 clusters Score -349466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -346560.531250 Penalty: 2652.261230
	Iteration 0F: 3 clusters Score -346560.5 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -347674.093750 Penalty: 2652.261230
	Iteration 1F: 3 clusters Score -347674.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -348322.843750 Penalty: 2652.261230
	Iteration 2F: 3 clusters Score -348322.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -348930.343750 Penalty: 2652.261230
	Iteration 3F: 3 clusters Score -348930.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -349411.968750 Penalty: 2652.261230
	Iteration 4F: 3 clusters Score -349412 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -349752.093750 Penalty: 2652.261230
	Iteration 5F: 3 clusters Score -349752.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -349981.906250 Penalty: 2652.261230
	Iteration 6F: 3 clusters Score -349981.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -350174.562500 Penalty: 2652.261230
	Iteration 7Q: 3 clusters Score -350174.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -350344.656250 Penalty: 2652.261230
	Iteration 8Q: 3 clusters Score -350344.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -350418.062500 Penalty: 2652.261230
	Iteration 9Q: 3 clusters Score -350418.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -350462.937500 Penalty: 2652.261230
	Iteration 10Q: 3 clusters Score -350462.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -350488.718750 Penalty: 2652.261230
	Iteration 11Q: 3 clusters Score -350488.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -350504.593750 Penalty: 2652.261230
	Iteration 12Q: 3 clusters Score -350504.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -350511.937500 Penalty: 2652.261230
	Iteration 13Q: 3 clusters Score -350511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -350516.125000 Penalty: 2652.261230
	Iteration 14Q: 3 clusters Score -350516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -350516.937500 Penalty: 2652.261230
	Iteration 15Q: 3 clusters Score -350516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -350520.406250 Penalty: 2652.261230
	Iteration 16Q: 3 clusters Score -350520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -350522.218750 Penalty: 2652.261230
	Iteration 17Q: 3 clusters Score -350522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -350522.531250 Penalty: 2652.261230
	Iteration 18Q: 3 clusters Score -350522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -350522.531250 Penalty: 2652.261230
	Iteration 19F: 3 clusters Score -350522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40171 members 
Mstep: Class 3 contains 168950 members 
Mstep: Class 4 contains 259 members 
Mstep: Class 6 contains 158023 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 9 contains 176118 members 
Mstep: Class 10 contains 45446 members 
Mstep: Class 14 contains 51958 members 
Mstep: Class 17 contains 171323 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 21 contains 17159 members 
Mstep: Class 22 contains 44029 members 
Entering Unmasked Estep 
Score: -93823720.000000 Penalty: 31148.474609
Splitting cluster 18 changes total score from -93821168.000000 to -93823720.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 19 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -363626.250000 Penalty: 1319.981812
	Iteration 0F: 2 clusters Score -363626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -360703.968750 Penalty: 2639.963623
	Iteration 0F: 3 clusters Score -360704 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -361458.218750 Penalty: 2639.963623
	Iteration 1F: 3 clusters Score -361458.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -361618.531250 Penalty: 2639.963623
	Iteration 2F: 3 clusters Score -361618.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -361755.906250 Penalty: 2639.963623
	Iteration 3F: 3 clusters Score -361755.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -361869.843750 Penalty: 2639.963623
	Iteration 4Q: 3 clusters Score -361869.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -361969.718750 Penalty: 2639.963623
	Iteration 5Q: 3 clusters Score -361969.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -362074.406250 Penalty: 2639.963623
	Iteration 6Q: 3 clusters Score -362074.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -362169.281250 Penalty: 2639.963623
	Iteration 7Q: 3 clusters Score -362169.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -362257.437500 Penalty: 2639.963623
	Iteration 8Q: 3 clusters Score -362257.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -362336.625000 Penalty: 2639.963623
	Iteration 9Q: 3 clusters Score -362336.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -362400.812500 Penalty: 2639.963623
	Iteration 10Q: 3 clusters Score -362400.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -362467.156250 Penalty: 2639.963623
	Iteration 11Q: 3 clusters Score -362467.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -362536.218750 Penalty: 2639.963623
	Iteration 12Q: 3 clusters Score -362536.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -362603.218750 Penalty: 2639.963623
	Iteration 13Q: 3 clusters Score -362603.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -362649.687500 Penalty: 2639.963623
	Iteration 14Q: 3 clusters Score -362649.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -362684.656250 Penalty: 2639.963623
	Iteration 15Q: 3 clusters Score -362684.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -362708.156250 Penalty: 2639.963623
	Iteration 16Q: 3 clusters Score -362708.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -362727.031250 Penalty: 2639.963623
	Iteration 17Q: 3 clusters Score -362727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -362743.437500 Penalty: 2639.963623
	Iteration 18Q: 3 clusters Score -362743.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -362755.250000 Penalty: 2639.963623
	Iteration 19Q: 3 clusters Score -362755.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -362765.687500 Penalty: 2639.963623
	Iteration 20F: 3 clusters Score -362765.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -362771.125000 Penalty: 2639.963623
	Iteration 21Q: 3 clusters Score -362771.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -362773.218750 Penalty: 2639.963623
	Iteration 22Q: 3 clusters Score -362773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -362777.187500 Penalty: 2639.963623
	Iteration 23Q: 3 clusters Score -362777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -362777.593750 Penalty: 2639.963623
	Iteration 24Q: 3 clusters Score -362777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -362780.093750 Penalty: 2639.963623
	Iteration 25Q: 3 clusters Score -362780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -362782.843750 Penalty: 2639.963623
	Iteration 26Q: 3 clusters Score -362782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -362782.843750 Penalty: 2639.963623
	Iteration 27F: 3 clusters Score -362782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Entering Unmasked Estep 
Score: -1914308.500000 Penalty: 1584.420288
	Iteration 0F: 2 clusters Score -1914308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1902478.125000 Penalty: 3168.840576
	Iteration 0F: 3 clusters Score -1902478 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1906571.875000 Penalty: 3168.840576
	Iteration 1F: 3 clusters Score -1906572 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1906834.000000 Penalty: 3168.840576
	Iteration 2Q: 3 clusters Score -1906834 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1907060.250000 Penalty: 3168.840576
	Iteration 3Q: 3 clusters Score -1907060 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1907237.875000 Penalty: 3168.840576
	Iteration 4Q: 3 clusters Score -1907238 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1907400.750000 Penalty: 3168.840576
	Iteration 5Q: 3 clusters Score -1907401 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1907568.125000 Penalty: 3168.840576
	Iteration 6Q: 3 clusters Score -1907568 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1907737.500000 Penalty: 3168.840576
	Iteration 7Q: 3 clusters Score -1907738 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1907919.250000 Penalty: 3168.840576
	Iteration 8Q: 3 clusters Score -1907919 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1908121.500000 Penalty: 3168.840576
	Iteration 9Q: 3 clusters Score -1908122 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1908354.500000 Penalty: 3168.840576
	Iteration 10Q: 3 clusters Score -1908354 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1908674.125000 Penalty: 3168.840576
	Iteration 11Q: 3 clusters Score -1908674 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1909091.875000 Penalty: 3168.840576
	Iteration 12Q: 3 clusters Score -1909092 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1909647.125000 Penalty: 3168.840576
	Iteration 13Q: 3 clusters Score -1909647 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1910337.750000 Penalty: 3168.840576
	Iteration 14Q: 3 clusters Score -1910338 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1910938.625000 Penalty: 3168.840576
	Iteration 15Q: 3 clusters Score -1910939 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1911320.125000 Penalty: 3168.840576
	Iteration 16Q: 3 clusters Score -1911320 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1911575.125000 Penalty: 3168.840576
	Iteration 17Q: 3 clusters Score -1911575 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1911762.500000 Penalty: 3168.840576
	Iteration 18Q: 3 clusters Score -1911762 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1911899.875000 Penalty: 3168.840576
	Iteration 19Q: 3 clusters Score -1911900 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1912022.250000 Penalty: 3168.840576
	Iteration 20F: 3 clusters Score -1912022 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1912144.000000 Penalty: 3168.840576
	Iteration 21Q: 3 clusters Score -1912144 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1912242.500000 Penalty: 3168.840576
	Iteration 22Q: 3 clusters Score -1912242 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1912354.625000 Penalty: 3168.840576
	Iteration 23Q: 3 clusters Score -1912355 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1912455.250000 Penalty: 3168.840576
	Iteration 24Q: 3 clusters Score -1912455 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1912542.500000 Penalty: 3168.840576
	Iteration 25Q: 3 clusters Score -1912542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1912614.125000 Penalty: 3168.840576
	Iteration 26Q: 3 clusters Score -1912614 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1912671.750000 Penalty: 3168.840576
	Iteration 27Q: 3 clusters Score -1912672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1912734.375000 Penalty: 3168.840576
	Iteration 28Q: 3 clusters Score -1912734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1912784.375000 Penalty: 3168.840576
	Iteration 29Q: 3 clusters Score -1912784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1912823.000000 Penalty: 3168.840576
	Iteration 30Q: 3 clusters Score -1912823 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1912847.125000 Penalty: 3168.840576
	Iteration 31Q: 3 clusters Score -1912847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1912869.875000 Penalty: 3168.840576
	Iteration 32Q: 3 clusters Score -1912870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1912885.500000 Penalty: 3168.840576
	Iteration 33Q: 3 clusters Score -1912886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1912898.625000 Penalty: 3168.840576
	Iteration 34Q: 3 clusters Score -1912899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1912920.125000 Penalty: 3168.840576
	Iteration 35Q: 3 clusters Score -1912920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1912934.000000 Penalty: 3168.840576
	Iteration 36Q: 3 clusters Score -1912934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1912939.125000 Penalty: 3168.840576
	Iteration 37Q: 3 clusters Score -1912939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1912942.250000 Penalty: 3168.840576
	Iteration 38Q: 3 clusters Score -1912942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1912952.875000 Penalty: 3168.840576
	Iteration 39Q: 3 clusters Score -1912953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1912958.125000 Penalty: 3168.840576
	Iteration 40F: 3 clusters Score -1912958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1912961.750000 Penalty: 3168.840576
	Iteration 41Q: 3 clusters Score -1912962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1912962.000000 Penalty: 3168.840576
	Iteration 42Q: 3 clusters Score -1912962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1912960.875000 Penalty: 3168.840576
	Iteration 43Q: 3 clusters Score -1912961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1912960.875000 Penalty: 3168.840576
	Iteration 44F: 3 clusters Score -1912961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Entering Unmasked Estep 
Score: -4837334.500000 Penalty: 1737.548218
	Iteration 0F: 2 clusters Score -4837334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4807965.000000 Penalty: 3475.096436
	Iteration 0F: 3 clusters Score -4807965 nChanged 20606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4819662.500000 Penalty: 3475.096436
	Iteration 1F: 3 clusters Score -4819662 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -4820270.500000 Penalty: 3475.096436
	Iteration 2Q: 3 clusters Score -4820270 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4821018.500000 Penalty: 3475.096436
	Iteration 3Q: 3 clusters Score -4821018 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -4822001.500000 Penalty: 3475.096436
	Iteration 4Q: 3 clusters Score -4822002 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4823240.500000 Penalty: 3475.096436
	Iteration 5Q: 3 clusters Score -4823240 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4824855.000000 Penalty: 3475.096436
	Iteration 6F: 3 clusters Score -4824855 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4826623.000000 Penalty: 3475.096436
	Iteration 7F: 3 clusters Score -4826623 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4828670.500000 Penalty: 3475.096436
	Iteration 8F: 3 clusters Score -4828670 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4830281.500000 Penalty: 3475.096436
	Iteration 9F: 3 clusters Score -4830282 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4831091.500000 Penalty: 3475.096436
	Iteration 10Q: 3 clusters Score -4831092 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4831417.000000 Penalty: 3475.096436
	Iteration 11Q: 3 clusters Score -4831417 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -4831531.000000 Penalty: 3475.096436
	Iteration 12Q: 3 clusters Score -4831531 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4831601.000000 Penalty: 3475.096436
	Iteration 13Q: 3 clusters Score -4831601 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4831679.500000 Penalty: 3475.096436
	Iteration 14Q: 3 clusters Score -4831680 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -4831725.500000 Penalty: 3475.096436
	Iteration 15Q: 3 clusters Score -4831726 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -4831770.500000 Penalty: 3475.096436
	Iteration 16Q: 3 clusters Score -4831770 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4831810.500000 Penalty: 3475.096436
	Iteration 17Q: 3 clusters Score -4831810 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -4831882.500000 Penalty: 3475.096436
	Iteration 18Q: 3 clusters Score -4831882 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4831900.000000 Penalty: 3475.096436
	Iteration 19Q: 3 clusters Score -4831900 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4831945.500000 Penalty: 3475.096436
	Iteration 20F: 3 clusters Score -4831946 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4831968.000000 Penalty: 3475.096436
	Iteration 21Q: 3 clusters Score -4831968 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4831982.500000 Penalty: 3475.096436
	Iteration 22Q: 3 clusters Score -4831982 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4831981.500000 Penalty: 3475.096436
	Iteration 23Q: 3 clusters Score -4831982 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -4832008.500000 Penalty: 3475.096436
	Iteration 24Q: 3 clusters Score -4832008 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -4832016.000000 Penalty: 3475.096436
	Iteration 25Q: 3 clusters Score -4832016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4832022.000000 Penalty: 3475.096436
	Iteration 26Q: 3 clusters Score -4832022 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -4832033.000000 Penalty: 3475.096436
	Iteration 27Q: 3 clusters Score -4832033 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -4832049.000000 Penalty: 3475.096436
	Iteration 28Q: 3 clusters Score -4832049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4832045.000000 Penalty: 3475.096436
	Iteration 29Q: 3 clusters Score -4832045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4832050.000000 Penalty: 3475.096436
	Iteration 30Q: 3 clusters Score -4832050 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4832051.500000 Penalty: 3475.096436
	Iteration 31Q: 3 clusters Score -4832052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -4832064.000000 Penalty: 3475.096436
	Iteration 32Q: 3 clusters Score -4832064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4832070.000000 Penalty: 3475.096436
	Iteration 33Q: 3 clusters Score -4832070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4832070.500000 Penalty: 3475.096436
	Iteration 34Q: 3 clusters Score -4832070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4832076.500000 Penalty: 3475.096436
	Iteration 35Q: 3 clusters Score -4832076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4832080.000000 Penalty: 3475.096436
	Iteration 36Q: 3 clusters Score -4832080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -4832085.500000 Penalty: 3475.096436
	Iteration 37Q: 3 clusters Score -4832086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4832107.000000 Penalty: 3475.096436
	Iteration 38Q: 3 clusters Score -4832107 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4832104.000000 Penalty: 3475.096436
	Iteration 39Q: 3 clusters Score -4832104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -4832112.500000 Penalty: 3475.096436
	Iteration 40F: 3 clusters Score -4832112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4832115.500000 Penalty: 3475.096436
	Iteration 41Q: 3 clusters Score -4832116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -4832128.500000 Penalty: 3475.096436
	Iteration 42Q: 3 clusters Score -4832128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4832123.500000 Penalty: 3475.096436
	Iteration 43Q: 3 clusters Score -4832124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4832133.500000 Penalty: 3475.096436
	Iteration 44Q: 3 clusters Score -4832134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4832132.000000 Penalty: 3475.096436
	Iteration 45Q: 3 clusters Score -4832132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4832142.000000 Penalty: 3475.096436
	Iteration 46Q: 3 clusters Score -4832142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -4832133.500000 Penalty: 3475.096436
	Iteration 47Q: 3 clusters Score -4832134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -4832155.000000 Penalty: 3475.096436
	Iteration 48Q: 3 clusters Score -4832155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4832162.500000 Penalty: 3475.096436
	Iteration 49Q: 3 clusters Score -4832162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4832168.000000 Penalty: 3475.096436
	Iteration 50Q: 3 clusters Score -4832168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4832158.000000 Penalty: 3475.096436
	Iteration 51Q: 3 clusters Score -4832158 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4832171.000000 Penalty: 3475.096436
	Iteration 52Q: 3 clusters Score -4832171 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4832161.500000 Penalty: 3475.096436
	Iteration 53Q: 3 clusters Score -4832162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4832195.000000 Penalty: 3475.096436
	Iteration 54Q: 3 clusters Score -4832195 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -4832197.500000 Penalty: 3475.096436
	Iteration 55Q: 3 clusters Score -4832198 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4832222.000000 Penalty: 3475.096436
	Iteration 56Q: 3 clusters Score -4832222 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4832220.500000 Penalty: 3475.096436
	Iteration 57Q: 3 clusters Score -4832220 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -4832244.500000 Penalty: 3475.096436
	Iteration 58Q: 3 clusters Score -4832244 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -4832254.000000 Penalty: 3475.096436
	Iteration 59Q: 3 clusters Score -4832254 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4832273.500000 Penalty: 3475.096436
	Iteration 60F: 3 clusters Score -4832274 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -4832271.500000 Penalty: 3475.096436
	Iteration 61Q: 3 clusters Score -4832272 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -4832301.000000 Penalty: 3475.096436
	Iteration 62Q: 3 clusters Score -4832301 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -4832318.500000 Penalty: 3475.096436
	Iteration 63Q: 3 clusters Score -4832318 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -4832328.500000 Penalty: 3475.096436
	Iteration 64Q: 3 clusters Score -4832328 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -4832335.500000 Penalty: 3475.096436
	Iteration 65Q: 3 clusters Score -4832336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4832381.500000 Penalty: 3475.096436
	Iteration 66Q: 3 clusters Score -4832382 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -4832395.500000 Penalty: 3475.096436
	Iteration 67Q: 3 clusters Score -4832396 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -4832420.500000 Penalty: 3475.096436
	Iteration 68Q: 3 clusters Score -4832420 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -4832444.000000 Penalty: 3475.096436
	Iteration 69Q: 3 clusters Score -4832444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -4832471.500000 Penalty: 3475.096436
	Iteration 70Q: 3 clusters Score -4832472 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -4832491.500000 Penalty: 3475.096436
	Iteration 71Q: 3 clusters Score -4832492 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -4832499.000000 Penalty: 3475.096436
	Iteration 72Q: 3 clusters Score -4832499 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -4832510.000000 Penalty: 3475.096436
	Iteration 73Q: 3 clusters Score -4832510 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -4832539.000000 Penalty: 3475.096436
	Iteration 74Q: 3 clusters Score -4832539 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -4832561.500000 Penalty: 3475.096436
	Iteration 75Q: 3 clusters Score -4832562 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -4832580.000000 Penalty: 3475.096436
	Iteration 76Q: 3 clusters Score -4832580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4832607.500000 Penalty: 3475.096436
	Iteration 77Q: 3 clusters Score -4832608 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -4832656.000000 Penalty: 3475.096436
	Iteration 78Q: 3 clusters Score -4832656 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4832682.000000 Penalty: 3475.096436
	Iteration 79Q: 3 clusters Score -4832682 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4832715.500000 Penalty: 3475.096436
	Iteration 80F: 3 clusters Score -4832716 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4832734 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4832770 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4832795 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4832805 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4832852 nChanged 294
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Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4832910 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4832943 nChanged 319
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4832964 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4833032 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4833087 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4833130 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4833172 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4833231 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4833279 nChanged 384
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4833328 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4833416 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4833483 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4833602 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4833676 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4833774 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4833892 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4833976 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4834062 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4834166 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4834261 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4834390 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4834520 nChanged 406
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4834624 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4834740 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4834868 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4835012 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4835128 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4835236 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4835352 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4835430 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4835484 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4835550 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -4835636.500000 Penalty: 3475.096436
	Iteration 118Q: 3 clusters Score -4835636 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -4835692.500000 Penalty: 3475.096436
	Iteration 119Q: 3 clusters Score -4835692 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -4835741.500000 Penalty: 3475.096436
	Iteration 120F: 3 clusters Score -4835742 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -4835794.000000 Penalty: 3475.096436
	Iteration 121Q: 3 clusters Score -4835794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4835823.500000 Penalty: 3475.096436
	Iteration 122Q: 3 clusters Score -4835824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -4835838.000000 Penalty: 3475.096436
	Iteration 123Q: 3 clusters Score -4835838 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4835850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -4835874.000000 Penalty: 3475.096436
	Iteration 125Q: 3 clusters Score -4835874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -4835886.000000 Penalty: 3475.096436
	Iteration 126Q: 3 clusters Score -4835886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -4835892.000000 Penalty: 3475.096436
	Iteration 127Q: 3 clusters Score -4835892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -4835915.000000 Penalty: 3475.096436
	Iteration 128Q: 3 clusters Score -4835915 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -4835926.000000 Penalty: 3475.096436
	Iteration 129Q: 3 clusters Score -4835926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -4835935.000000 Penalty: 3475.096436
	Iteration 130Q: 3 clusters Score -4835935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -4835958.500000 Penalty: 3475.096436
	Iteration 131Q: 3 clusters Score -4835958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -4835969.000000 Penalty: 3475.096436
	Iteration 132Q: 3 clusters Score -4835969 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -4835972.000000 Penalty: 3475.096436
	Iteration 133Q: 3 clusters Score -4835972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -4835977.500000 Penalty: 3475.096436
	Iteration 134Q: 3 clusters Score -4835978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -4835993.000000 Penalty: 3475.096436
	Iteration 135Q: 3 clusters Score -4835993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4835994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -4836010.500000 Penalty: 3475.096436
	Iteration 137Q: 3 clusters Score -4836010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -4836014.500000 Penalty: 3475.096436
	Iteration 138Q: 3 clusters Score -4836014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -4836034.500000 Penalty: 3475.096436
	Iteration 139Q: 3 clusters Score -4836034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -4836053.500000 Penalty: 3475.096436
	Iteration 140F: 3 clusters Score -4836054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -4836052.000000 Penalty: 3475.096436
	Iteration 141Q: 3 clusters Score -4836052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -4836054.500000 Penalty: 3475.096436
	Iteration 142Q: 3 clusters Score -4836054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -4836050.500000 Penalty: 3475.096436
	Iteration 143Q: 3 clusters Score -4836050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -4836057.500000 Penalty: 3475.096436
	Iteration 144Q: 3 clusters Score -4836058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -4836074.000000 Penalty: 3475.096436
	Iteration 145Q: 3 clusters Score -4836074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4836072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -4836090.000000 Penalty: 3475.096436
	Iteration 147Q: 3 clusters Score -4836090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -4836086.000000 Penalty: 3475.096436
	Iteration 148Q: 3 clusters Score -4836086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -4836081.500000 Penalty: 3475.096436
	Iteration 149Q: 3 clusters Score -4836082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -4836094.000000 Penalty: 3475.096436
	Iteration 150Q: 3 clusters Score -4836094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -4836102.000000 Penalty: 3475.096436
	Iteration 151Q: 3 clusters Score -4836102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -4836106.000000 Penalty: 3475.096436
	Iteration 152Q: 3 clusters Score -4836106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -4836111.000000 Penalty: 3475.096436
	Iteration 153Q: 3 clusters Score -4836111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -4836115.000000 Penalty: 3475.096436
	Iteration 154Q: 3 clusters Score -4836115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -4836113.500000 Penalty: 3475.096436
	Iteration 155Q: 3 clusters Score -4836114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -4836115.500000 Penalty: 3475.096436
	Iteration 156Q: 3 clusters Score -4836116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -4836118.500000 Penalty: 3475.096436
	Iteration 157Q: 3 clusters Score -4836118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -4836116.500000 Penalty: 3475.096436
	Iteration 158Q: 3 clusters Score -4836116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4836119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -4836118.500000 Penalty: 3475.096436
	Iteration 160F: 3 clusters Score -4836118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 3 contains 168950 members 
Mstep: Class 6 contains 158023 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 9 contains 176118 members 
Mstep: Class 10 contains 45446 members 
Mstep: Class 14 contains 51958 members 
Mstep: Class 17 contains 171323 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 21 contains 17159 members 
Mstep: Class 22 contains 44029 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 15 clusters Score -9.382456e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 39710 members 
Mstep: Class 3 contains 168706 members 
Mstep: Class 4 contains 255 members 
Mstep: Class 6 contains 158698 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 9 contains 175909 members 
Mstep: Class 10 contains 45277 members 
Mstep: Class 14 contains 52542 members 
Mstep: Class 17 contains 170576 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 3350 members 
Mstep: Class 21 contains 17576 members 
Mstep: Class 22 contains 44033 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 15 clusters Score -9.382687e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 40587 members 
Mstep: Class 3 contains 168242 members 
Mstep: Class 4 contains 305 members 
Mstep: Class 6 contains 159253 members 
Mstep: Class 7 contains 2004 members 
Mstep: Class 9 contains 175046 members 
Mstep: Class 10 contains 45131 members 
Mstep: Class 14 contains 53120 members 
Mstep: Class 17 contains 168609 members 
Mstep: Class 18 contains 3533 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 21 contains 18891 members 
Mstep: Class 22 contains 43981 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 15 clusters Score -9.382903e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 41248 members 
Mstep: Class 3 contains 167710 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 6 contains 159618 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 9 contains 174250 members 
Mstep: Class 10 contains 44997 members 
Mstep: Class 14 contains 53620 members 
Mstep: Class 17 contains 167150 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 3337 members 
Mstep: Class 21 contains 20213 members 
Mstep: Class 22 contains 43933 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 15 clusters Score -9.383043e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 41837 members 
Mstep: Class 3 contains 167165 members 
Mstep: Class 4 contains 316 members 
Mstep: Class 6 contains 159885 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 9 contains 173536 members 
Mstep: Class 10 contains 44857 members 
Mstep: Class 14 contains 54105 members 
Mstep: Class 17 contains 165851 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 21 contains 21526 members 
Mstep: Class 22 contains 43874 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 15 clusters Score -9.383191e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 42367 members 
Mstep: Class 3 contains 166504 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 6 contains 160063 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 9 contains 172865 members 
Mstep: Class 10 contains 44713 members 
Mstep: Class 14 contains 54562 members 
Mstep: Class 17 contains 164795 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 21 contains 22858 members 
Mstep: Class 22 contains 43817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833408.000000 Penalty: 31148.474609
Iteration 44Q: 15 clusters Score -9.383341e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 42788 members 
Mstep: Class 3 contains 165781 members 
Mstep: Class 4 contains 322 members 
Mstep: Class 6 contains 160173 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 9 contains 172211 members 
Mstep: Class 10 contains 44585 members 
Mstep: Class 14 contains 54963 members 
Mstep: Class 17 contains 163963 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 21 contains 24223 members 
Mstep: Class 22 contains 43758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834744.000000 Penalty: 31148.474609
Iteration 45Q: 15 clusters Score -9.383474e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 43189 members 
Mstep: Class 3 contains 165041 members 
Mstep: Class 4 contains 324 members 
Mstep: Class 6 contains 160214 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 9 contains 171614 members 
Mstep: Class 10 contains 44455 members 
Mstep: Class 14 contains 55393 members 
Mstep: Class 17 contains 163093 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 3339 members 
Mstep: Class 21 contains 25611 members 
Mstep: Class 22 contains 43735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93836520.000000 Penalty: 31148.474609
Iteration 46Q: 15 clusters Score -9.383652e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43563 members 
Mstep: Class 3 contains 164284 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 6 contains 160200 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 9 contains 171179 members 
Mstep: Class 10 contains 44294 members 
Mstep: Class 14 contains 55823 members 
Mstep: Class 17 contains 162163 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 3352 members 
Mstep: Class 21 contains 26976 members 
Mstep: Class 22 contains 43741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837912.000000 Penalty: 31148.474609
Iteration 47Q: 15 clusters Score -9.383791e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 43861 members 
Mstep: Class 3 contains 163581 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 6 contains 160209 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 9 contains 170680 members 
Mstep: Class 10 contains 44152 members 
Mstep: Class 14 contains 56248 members 
Mstep: Class 17 contains 161238 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 3362 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 43734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838896.000000 Penalty: 31148.474609
Iteration 48Q: 15 clusters Score -9.38389e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44145 members 
Mstep: Class 3 contains 162856 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 6 contains 160122 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 9 contains 170299 members 
Mstep: Class 10 contains 44027 members 
Mstep: Class 14 contains 56682 members 
Mstep: Class 17 contains 160337 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 3360 members 
Mstep: Class 21 contains 29788 members 
Mstep: Class 22 contains 43731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839368.000000 Penalty: 31148.474609
Iteration 49Q: 15 clusters Score -9.383937e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 44396 members 
Mstep: Class 3 contains 162123 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 6 contains 159925 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 9 contains 170132 members 
Mstep: Class 10 contains 43903 members 
Mstep: Class 14 contains 57104 members 
Mstep: Class 17 contains 159422 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 3356 members 
Mstep: Class 21 contains 31129 members 
Mstep: Class 22 contains 43746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840408.000000 Penalty: 31148.474609
Iteration 50Q: 15 clusters Score -9.384041e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 44661 members 
Mstep: Class 3 contains 161371 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 6 contains 159690 members 
Mstep: Class 7 contains 3008 members 
Mstep: Class 9 contains 170014 members 
Mstep: Class 10 contains 43807 members 
Mstep: Class 14 contains 57571 members 
Mstep: Class 17 contains 158504 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 3359 members 
Mstep: Class 21 contains 32425 members 
Mstep: Class 22 contains 43744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841472.000000 Penalty: 31148.474609
Iteration 51Q: 15 clusters Score -9.384147e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 44889 members 
Mstep: Class 3 contains 160534 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 6 contains 159515 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 9 contains 169892 members 
Mstep: Class 10 contains 43713 members 
Mstep: Class 14 contains 58067 members 
Mstep: Class 17 contains 157625 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 21 contains 33689 members 
Mstep: Class 22 contains 43758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842488.000000 Penalty: 31148.474609
Iteration 52Q: 15 clusters Score -9.384249e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 45137 members 
Mstep: Class 3 contains 159652 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 6 contains 159367 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 9 contains 169793 members 
Mstep: Class 10 contains 43615 members 
Mstep: Class 14 contains 58548 members 
Mstep: Class 17 contains 156718 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 3364 members 
Mstep: Class 21 contains 34976 members 
Mstep: Class 22 contains 43797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843640.000000 Penalty: 31148.474609
Iteration 53Q: 15 clusters Score -9.384364e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45382 members 
Mstep: Class 3 contains 158835 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 6 contains 159199 members 
Mstep: Class 7 contains 3265 members 
Mstep: Class 9 contains 169687 members 
Mstep: Class 10 contains 43538 members 
Mstep: Class 14 contains 59016 members 
Mstep: Class 17 contains 155846 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 21 contains 36201 members 
Mstep: Class 22 contains 43830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844264.000000 Penalty: 31148.474609
Iteration 54Q: 15 clusters Score -9.384426e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45590 members 
Mstep: Class 3 contains 158027 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 6 contains 159076 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 9 contains 169623 members 
Mstep: Class 10 contains 43451 members 
Mstep: Class 14 contains 59487 members 
Mstep: Class 17 contains 155018 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 21 contains 37353 members 
Mstep: Class 22 contains 43843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844944.000000 Penalty: 31148.474609
Iteration 55Q: 15 clusters Score -9.384494e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 45762 members 
Mstep: Class 3 contains 157202 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 6 contains 158951 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 9 contains 169507 members 
Mstep: Class 10 contains 43365 members 
Mstep: Class 14 contains 59948 members 
Mstep: Class 17 contains 154346 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 21 contains 38443 members 
Mstep: Class 22 contains 43877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845192.000000 Penalty: 31148.474609
Iteration 56Q: 15 clusters Score -9.384519e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45941 members 
Mstep: Class 3 contains 156415 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 6 contains 158828 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 9 contains 169448 members 
Mstep: Class 10 contains 43283 members 
Mstep: Class 14 contains 60388 members 
Mstep: Class 17 contains 153701 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 21 contains 39451 members 
Mstep: Class 22 contains 43913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845680.000000 Penalty: 31148.474609
Iteration 57Q: 15 clusters Score -9.384568e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 46113 members 
Mstep: Class 3 contains 155606 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 6 contains 158737 members 
Mstep: Class 7 contains 3487 members 
Mstep: Class 9 contains 169423 members 
Mstep: Class 10 contains 43223 members 
Mstep: Class 14 contains 60825 members 
Mstep: Class 17 contains 153054 members 
Mstep: Class 18 contains 3540 members 
Mstep: Class 19 contains 3352 members 
Mstep: Class 21 contains 40383 members 
Mstep: Class 22 contains 43977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846208.000000 Penalty: 31148.474609
Iteration 58Q: 15 clusters Score -9.384621e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46282 members 
Mstep: Class 3 contains 154752 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 6 contains 158676 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 9 contains 169394 members 
Mstep: Class 10 contains 43158 members 
Mstep: Class 14 contains 61275 members 
Mstep: Class 17 contains 152494 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 3333 members 
Mstep: Class 21 contains 41253 members 
Mstep: Class 22 contains 44044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846688.000000 Penalty: 31148.474609
Iteration 59Q: 15 clusters Score -9.384669e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 46448 members 
Mstep: Class 3 contains 153852 members 
Mstep: Class 4 contains 336 members 
Mstep: Class 6 contains 158634 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 9 contains 169437 members 
Mstep: Class 10 contains 43121 members 
Mstep: Class 14 contains 61731 members 
Mstep: Class 17 contains 151947 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 3321 members 
Mstep: Class 21 contains 42028 members 
Mstep: Class 22 contains 44115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847264.000000 Penalty: 31148.474609
Iteration 60F: 15 clusters Score -9.384726e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 46631 members 
Mstep: Class 3 contains 152931 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 6 contains 158600 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 9 contains 169444 members 
Mstep: Class 10 contains 43080 members 
Mstep: Class 14 contains 62194 members 
Mstep: Class 17 contains 151350 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 3313 members 
Mstep: Class 21 contains 42860 members 
Mstep: Class 22 contains 44192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847832.000000 Penalty: 31148.474609
Iteration 61Q: 15 clusters Score -9.384783e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 46789 members 
Mstep: Class 3 contains 151871 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 158611 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 9 contains 169505 members 
Mstep: Class 10 contains 43057 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 17 contains 150796 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 21 contains 43642 members 
Mstep: Class 22 contains 44316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848352.000000 Penalty: 31148.474609
Iteration 62Q: 15 clusters Score -9.384835e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 46929 members 
Mstep: Class 3 contains 150769 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 6 contains 158633 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 9 contains 169543 members 
Mstep: Class 10 contains 43035 members 
Mstep: Class 14 contains 63202 members 
Mstep: Class 17 contains 150291 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 3291 members 
Mstep: Class 21 contains 44407 members 
Mstep: Class 22 contains 44440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848728.000000 Penalty: 31148.474609
Iteration 63Q: 15 clusters Score -9.384873e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 47057 members 
Mstep: Class 3 contains 149583 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 6 contains 158647 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 9 contains 169578 members 
Mstep: Class 10 contains 43021 members 
Mstep: Class 14 contains 63738 members 
Mstep: Class 17 contains 149829 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 3283 members 
Mstep: Class 21 contains 45192 members 
Mstep: Class 22 contains 44585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849000.000000 Penalty: 31148.474609
Iteration 64Q: 15 clusters Score -9.3849e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 47187 members 
Mstep: Class 3 contains 148409 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 6 contains 158720 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 9 contains 169597 members 
Mstep: Class 10 contains 42991 members 
Mstep: Class 14 contains 64247 members 
Mstep: Class 17 contains 149444 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 3277 members 
Mstep: Class 21 contains 45898 members 
Mstep: Class 22 contains 44721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849224.000000 Penalty: 31148.474609
Iteration 65Q: 15 clusters Score -9.384922e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 47297 members 
Mstep: Class 3 contains 147198 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 158818 members 
Mstep: Class 7 contains 3657 members 
Mstep: Class 9 contains 169621 members 
Mstep: Class 10 contains 42966 members 
Mstep: Class 14 contains 64746 members 
Mstep: Class 17 contains 149149 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 21 contains 46563 members 
Mstep: Class 22 contains 44849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849456.000000 Penalty: 31148.474609
Iteration 66Q: 15 clusters Score -9.384946e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 47388 members 
Mstep: Class 3 contains 145961 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 158937 members 
Mstep: Class 7 contains 3667 members 
Mstep: Class 9 contains 169624 members 
Mstep: Class 10 contains 42942 members 
Mstep: Class 14 contains 65230 members 
Mstep: Class 17 contains 148895 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 47228 members 
Mstep: Class 22 contains 44993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93849792.000000 Penalty: 31148.474609
Iteration 67Q: 15 clusters Score -9.384979e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 47479 members 
Mstep: Class 3 contains 144731 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 159041 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 9 contains 169666 members 
Mstep: Class 10 contains 42927 members 
Mstep: Class 14 contains 65704 members 
Mstep: Class 17 contains 148695 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 21 contains 47820 members 
Mstep: Class 22 contains 45125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850192.000000 Penalty: 31148.474609
Iteration 68Q: 15 clusters Score -9.385019e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 47548 members 
Mstep: Class 3 contains 143465 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 159154 members 
Mstep: Class 7 contains 3693 members 
Mstep: Class 9 contains 169783 members 
Mstep: Class 10 contains 42910 members 
Mstep: Class 14 contains 66171 members 
Mstep: Class 17 contains 148550 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 21 contains 48350 members 
Mstep: Class 22 contains 45239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850480.000000 Penalty: 31148.474609
Iteration 69Q: 15 clusters Score -9.385048e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 47600 members 
Mstep: Class 3 contains 142160 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 159281 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 9 contains 169954 members 
Mstep: Class 10 contains 42901 members 
Mstep: Class 14 contains 66596 members 
Mstep: Class 17 contains 148427 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 21 contains 48842 members 
Mstep: Class 22 contains 45393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850632.000000 Penalty: 31148.474609
Iteration 70Q: 15 clusters Score -9.385063e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 47644 members 
Mstep: Class 3 contains 140774 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 159408 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 9 contains 170099 members 
Mstep: Class 10 contains 42883 members 
Mstep: Class 14 contains 67012 members 
Mstep: Class 17 contains 148400 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 3261 members 
Mstep: Class 21 contains 49324 members 
Mstep: Class 22 contains 45581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850784.000000 Penalty: 31148.474609
Iteration 71Q: 15 clusters Score -9.385078e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 47684 members 
Mstep: Class 3 contains 139408 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 159517 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 9 contains 170221 members 
Mstep: Class 10 contains 42871 members 
Mstep: Class 14 contains 67442 members 
Mstep: Class 17 contains 148416 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 21 contains 49784 members 
Mstep: Class 22 contains 45765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850696.000000 Penalty: 31148.474609
Iteration 72Q: 15 clusters Score -9.38507e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 47722 members 
Mstep: Class 3 contains 138058 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 159668 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 9 contains 170301 members 
Mstep: Class 10 contains 42863 members 
Mstep: Class 14 contains 67834 members 
Mstep: Class 17 contains 148472 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 21 contains 50235 members 
Mstep: Class 22 contains 45940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850840.000000 Penalty: 31148.474609
Iteration 73Q: 15 clusters Score -9.385084e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 47746 members 
Mstep: Class 3 contains 136686 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 159864 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 9 contains 170395 members 
Mstep: Class 10 contains 42852 members 
Mstep: Class 14 contains 68212 members 
Mstep: Class 17 contains 148542 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 21 contains 50682 members 
Mstep: Class 22 contains 46109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851112.000000 Penalty: 31148.474609
Iteration 74Q: 15 clusters Score -9.385111e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 47755 members 
Mstep: Class 3 contains 135309 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 160138 members 
Mstep: Class 7 contains 3775 members 
Mstep: Class 9 contains 170454 members 
Mstep: Class 10 contains 42845 members 
Mstep: Class 14 contains 68536 members 
Mstep: Class 17 contains 148674 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 21 contains 51100 members 
Mstep: Class 22 contains 46272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851256.000000 Penalty: 31148.474609
Iteration 75Q: 15 clusters Score -9.385126e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 47776 members 
Mstep: Class 3 contains 134013 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 160421 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 9 contains 170494 members 
Mstep: Class 10 contains 42845 members 
Mstep: Class 14 contains 68813 members 
Mstep: Class 17 contains 148795 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 21 contains 51506 members 
Mstep: Class 22 contains 46413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851296.000000 Penalty: 31148.474609
Iteration 76Q: 15 clusters Score -9.38513e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 47803 members 
Mstep: Class 3 contains 132769 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 160656 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 9 contains 170569 members 
Mstep: Class 10 contains 42839 members 
Mstep: Class 14 contains 69061 members 
Mstep: Class 17 contains 148897 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 3250 members 
Mstep: Class 21 contains 51937 members 
Mstep: Class 22 contains 46541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851320.000000 Penalty: 31148.474609
Iteration 77Q: 15 clusters Score -9.385132e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 47838 members 
Mstep: Class 3 contains 131630 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 160894 members 
Mstep: Class 7 contains 3788 members 
Mstep: Class 9 contains 170605 members 
Mstep: Class 10 contains 42835 members 
Mstep: Class 14 contains 69279 members 
Mstep: Class 17 contains 149035 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 21 contains 52296 members 
Mstep: Class 22 contains 46667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851464.000000 Penalty: 31148.474609
Iteration 78Q: 15 clusters Score -9.385146e+07 nChanged 1699
Entering ConstructFrom: 
Score: -93851464.000000 Penalty: 31148.474609
Entering ConstructFrom: 
Trying to split cluster 1 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -156871.000000 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -156871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -155147.234375 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -155147.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -155503.171875 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -155503.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155570.843750 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -155570.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155605.015625 Penalty: 2365.105469
	Iteration 3Q: 3 clusters Score -155605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -155622.296875 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -155622.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -155638.328125 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -155638.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -155651.718750 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -155651.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -155662.734375 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -155662.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -155671.421875 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -155671.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -155680.187500 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -155680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -155686.015625 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -155686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -155690.531250 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -155690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -155692.343750 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -155692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -155692.453125 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -155692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -155692.843750 Penalty: 2365.105469
	Iteration 14Q: 3 clusters Score -155692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -155693.484375 Penalty: 2365.105469
	Iteration 15Q: 3 clusters Score -155693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -155693.718750 Penalty: 2365.105469
	Iteration 16Q: 3 clusters Score -155693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -155694.328125 Penalty: 2365.105469
	Iteration 17Q: 3 clusters Score -155694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -155694.500000 Penalty: 2365.105469
	Iteration 18Q: 3 clusters Score -155694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -155695.250000 Penalty: 2365.105469
	Iteration 19Q: 3 clusters Score -155695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -155695.593750 Penalty: 2365.105469
	Iteration 20F: 3 clusters Score -155695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -155696.765625 Penalty: 2365.105469
	Iteration 21Q: 3 clusters Score -155696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -155697.531250 Penalty: 2365.105469
	Iteration 22Q: 3 clusters Score -155697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -155698.125000 Penalty: 2365.105469
	Iteration 23Q: 3 clusters Score -155698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -155698.140625 Penalty: 2365.105469
	Iteration 24Q: 3 clusters Score -155698.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -155698.140625 Penalty: 2365.105469
	Iteration 25F: 3 clusters Score -155698.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Entering Unmasked Estep 
Score: -5042040.500000 Penalty: 1751.217773
	Iteration 0F: 2 clusters Score -5042040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -5010180.500000 Penalty: 3502.435547
	Iteration 0F: 3 clusters Score -5010180 nChanged 22328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -5022923.500000 Penalty: 3502.435547
	Iteration 1F: 3 clusters Score -5022924 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -5023984.000000 Penalty: 3502.435547
	Iteration 2Q: 3 clusters Score -5023984 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -5025499.500000 Penalty: 3502.435547
	Iteration 3F: 3 clusters Score -5025500 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -5027574.000000 Penalty: 3502.435547
	Iteration 4F: 3 clusters Score -5027574 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -5030010.000000 Penalty: 3502.435547
	Iteration 5F: 3 clusters Score -5030010 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -5031870.000000 Penalty: 3502.435547
	Iteration 6F: 3 clusters Score -5031870 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -5033101.500000 Penalty: 3502.435547
	Iteration 7F: 3 clusters Score -5033102 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5033837.500000 Penalty: 3502.435547
	Iteration 8Q: 3 clusters Score -5033838 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5034239.000000 Penalty: 3502.435547
	Iteration 9Q: 3 clusters Score -5034239 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -5034488.500000 Penalty: 3502.435547
	Iteration 10Q: 3 clusters Score -5034488 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -5034609.500000 Penalty: 3502.435547
	Iteration 11Q: 3 clusters Score -5034610 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -5034718.500000 Penalty: 3502.435547
	Iteration 12Q: 3 clusters Score -5034718 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5034760.500000 Penalty: 3502.435547
	Iteration 13Q: 3 clusters Score -5034760 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -5034795.000000 Penalty: 3502.435547
	Iteration 14Q: 3 clusters Score -5034795 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5034819.000000 Penalty: 3502.435547
	Iteration 15Q: 3 clusters Score -5034819 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -5034848.000000 Penalty: 3502.435547
	Iteration 16Q: 3 clusters Score -5034848 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -5034869.000000 Penalty: 3502.435547
	Iteration 17Q: 3 clusters Score -5034869 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5034904.000000 Penalty: 3502.435547
	Iteration 18Q: 3 clusters Score -5034904 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5034934.500000 Penalty: 3502.435547
	Iteration 19Q: 3 clusters Score -5034934 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -5034967.000000 Penalty: 3502.435547
	Iteration 20F: 3 clusters Score -5034967 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -5034991.000000 Penalty: 3502.435547
	Iteration 21Q: 3 clusters Score -5034991 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -5035030.000000 Penalty: 3502.435547
	Iteration 22Q: 3 clusters Score -5035030 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -5035054.500000 Penalty: 3502.435547
	Iteration 23Q: 3 clusters Score -5035054 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5035093.500000 Penalty: 3502.435547
	Iteration 24Q: 3 clusters Score -5035094 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -5035120.000000 Penalty: 3502.435547
	Iteration 25Q: 3 clusters Score -5035120 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -5035159.000000 Penalty: 3502.435547
	Iteration 26Q: 3 clusters Score -5035159 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5035232.500000 Penalty: 3502.435547
	Iteration 27Q: 3 clusters Score -5035232 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5035294.000000 Penalty: 3502.435547
	Iteration 28Q: 3 clusters Score -5035294 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -5035348.500000 Penalty: 3502.435547
	Iteration 29Q: 3 clusters Score -5035348 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -5035422.000000 Penalty: 3502.435547
	Iteration 30Q: 3 clusters Score -5035422 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5035524.000000 Penalty: 3502.435547
	Iteration 31Q: 3 clusters Score -5035524 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5035593.000000 Penalty: 3502.435547
	Iteration 32Q: 3 clusters Score -5035593 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5035714.500000 Penalty: 3502.435547
	Iteration 33Q: 3 clusters Score -5035714 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -5035789.500000 Penalty: 3502.435547
	Iteration 34Q: 3 clusters Score -5035790 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -5035891.000000 Penalty: 3502.435547
	Iteration 35Q: 3 clusters Score -5035891 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5035998.000000 Penalty: 3502.435547
	Iteration 36Q: 3 clusters Score -5035998 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5036106.500000 Penalty: 3502.435547
	Iteration 37Q: 3 clusters Score -5036106 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -5036273.000000 Penalty: 3502.435547
	Iteration 38Q: 3 clusters Score -5036273 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -5036392.500000 Penalty: 3502.435547
	Iteration 39Q: 3 clusters Score -5036392 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -5036504.000000 Penalty: 3502.435547
	Iteration 40F: 3 clusters Score -5036504 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -5036627.500000 Penalty: 3502.435547
	Iteration 41Q: 3 clusters Score -5036628 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5036774.000000 Penalty: 3502.435547
	Iteration 42Q: 3 clusters Score -5036774 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -5036907.500000 Penalty: 3502.435547
	Iteration 43Q: 3 clusters Score -5036908 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -5037052.000000 Penalty: 3502.435547
	Iteration 44Q: 3 clusters Score -5037052 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -5037183.500000 Penalty: 3502.435547
	Iteration 45Q: 3 clusters Score -5037184 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -5037336.500000 Penalty: 3502.435547
	Iteration 46Q: 3 clusters Score -5037336 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -5037456.500000 Penalty: 3502.435547
	Iteration 47Q: 3 clusters Score -5037456 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -5037588.000000 Penalty: 3502.435547
	Iteration 48Q: 3 clusters Score -5037588 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5037720.000000 Penalty: 3502.435547
	Iteration 49Q: 3 clusters Score -5037720 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -5037846.500000 Penalty: 3502.435547
	Iteration 50Q: 3 clusters Score -5037846 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5037962.000000 Penalty: 3502.435547
	Iteration 51Q: 3 clusters Score -5037962 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -5038102.000000 Penalty: 3502.435547
	Iteration 52Q: 3 clusters Score -5038102 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -5038213.500000 Penalty: 3502.435547
	Iteration 53Q: 3 clusters Score -5038214 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5038378.500000 Penalty: 3502.435547
	Iteration 54Q: 3 clusters Score -5038378 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -5038662.000000 Penalty: 3502.435547
	Iteration 55Q: 3 clusters Score -5038662 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -5038832.000000 Penalty: 3502.435547
	Iteration 56Q: 3 clusters Score -5038832 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -5039061.500000 Penalty: 3502.435547
	Iteration 57Q: 3 clusters Score -5039062 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -5039220.000000 Penalty: 3502.435547
	Iteration 58Q: 3 clusters Score -5039220 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5039337.000000 Penalty: 3502.435547
	Iteration 59Q: 3 clusters Score -5039337 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5039460.000000 Penalty: 3502.435547
	Iteration 60F: 3 clusters Score -5039460 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -5039582.500000 Penalty: 3502.435547
	Iteration 61Q: 3 clusters Score -5039582 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -5039670.500000 Penalty: 3502.435547
	Iteration 62Q: 3 clusters Score -5039670 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -5039734.000000 Penalty: 3502.435547
	Iteration 63Q: 3 clusters Score -5039734 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5039795.000000 Penalty: 3502.435547
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Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5040044 nChanged 335
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Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5040106 nChanged 310
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Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5040170 nChanged 280
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Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5040228 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5040271.500000 Penalty: 3502.435547
	Iteration 71Q: 3 clusters Score -5040272 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5040314.500000 Penalty: 3502.435547
	Iteration 72Q: 3 clusters Score -5040314 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5040361 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5040400 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5040445 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5040458 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5040520 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5040539 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5040564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5040587 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -5040610.500000 Penalty: 3502.435547
	Iteration 81Q: 3 clusters Score -5040610 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5040631 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5040658.500000 Penalty: 3502.435547
	Iteration 83Q: 3 clusters Score -5040658 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -5040668.500000 Penalty: 3502.435547
	Iteration 84Q: 3 clusters Score -5040668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -5040678.000000 Penalty: 3502.435547
	Iteration 85Q: 3 clusters Score -5040678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -5040693.500000 Penalty: 3502.435547
	Iteration 86Q: 3 clusters Score -5040694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5040702.000000 Penalty: 3502.435547
	Iteration 87Q: 3 clusters Score -5040702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5040703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5040702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -5040713.000000 Penalty: 3502.435547
	Iteration 90Q: 3 clusters Score -5040713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -5040720.000000 Penalty: 3502.435547
	Iteration 91Q: 3 clusters Score -5040720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5040730 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5040729 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5040733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5040737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5040741.500000 Penalty: 3502.435547
	Iteration 96Q: 3 clusters Score -5040742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -5040745.000000 Penalty: 3502.435547
	Iteration 97Q: 3 clusters Score -5040745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -5040749.500000 Penalty: 3502.435547
	Iteration 98Q: 3 clusters Score -5040750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -5040752.500000 Penalty: 3502.435547
	Iteration 99Q: 3 clusters Score -5040752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -5040755.000000 Penalty: 3502.435547
	Iteration 100F: 3 clusters Score -5040755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -5040759.000000 Penalty: 3502.435547
	Iteration 101Q: 3 clusters Score -5040759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5040756.000000 Penalty: 3502.435547
	Iteration 102Q: 3 clusters Score -5040756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -5040759.000000 Penalty: 3502.435547
	Iteration 103Q: 3 clusters Score -5040759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -5040765.000000 Penalty: 3502.435547
	Iteration 104Q: 3 clusters Score -5040765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5040779.500000 Penalty: 3502.435547
	Iteration 105Q: 3 clusters Score -5040780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -5040774.000000 Penalty: 3502.435547
	Iteration 106Q: 3 clusters Score -5040774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5040773.000000 Penalty: 3502.435547
	Iteration 107Q: 3 clusters Score -5040773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -5040775.500000 Penalty: 3502.435547
	Iteration 108Q: 3 clusters Score -5040776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -5040771.000000 Penalty: 3502.435547
	Iteration 109Q: 3 clusters Score -5040771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -5040771.000000 Penalty: 3502.435547
	Iteration 110Q: 3 clusters Score -5040771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -5040781.000000 Penalty: 3502.435547
	Iteration 111Q: 3 clusters Score -5040781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -5040784.500000 Penalty: 3502.435547
	Iteration 112Q: 3 clusters Score -5040784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5040782.000000 Penalty: 3502.435547
	Iteration 113Q: 3 clusters Score -5040782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -5040779.500000 Penalty: 3502.435547
	Iteration 114Q: 3 clusters Score -5040780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -5040785.500000 Penalty: 3502.435547
	Iteration 115Q: 3 clusters Score -5040786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -5040787.500000 Penalty: 3502.435547
	Iteration 116Q: 3 clusters Score -5040788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -5040784.000000 Penalty: 3502.435547
	Iteration 117Q: 3 clusters Score -5040784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -5040783.500000 Penalty: 3502.435547
	Iteration 118Q: 3 clusters Score -5040784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -5040780.500000 Penalty: 3502.435547
	Iteration 119Q: 3 clusters Score -5040780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -5040787.000000 Penalty: 3502.435547
	Iteration 120F: 3 clusters Score -5040787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -5040783.500000 Penalty: 3502.435547
	Iteration 121Q: 3 clusters Score -5040784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5040783.500000 Penalty: 3502.435547
	Iteration 122Q: 3 clusters Score -5040784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -5040785.000000 Penalty: 3502.435547
	Iteration 123Q: 3 clusters Score -5040785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5040788.000000 Penalty: 3502.435547
	Iteration 124Q: 3 clusters Score -5040788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -5040788.000000 Penalty: 3502.435547
	Iteration 125Q: 3 clusters Score -5040788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5040784.500000 Penalty: 3502.435547
	Iteration 126Q: 3 clusters Score -5040784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -5040788.500000 Penalty: 3502.435547
	Iteration 127Q: 3 clusters Score -5040788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -5040782.500000 Penalty: 3502.435547
	Iteration 128Q: 3 clusters Score -5040782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5040785.000000 Penalty: 3502.435547
	Iteration 129Q: 3 clusters Score -5040785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -5040789.000000 Penalty: 3502.435547
	Iteration 130Q: 3 clusters Score -5040789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5040784.000000 Penalty: 3502.435547
	Iteration 131Q: 3 clusters Score -5040784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -5040781.500000 Penalty: 3502.435547
	Iteration 132Q: 3 clusters Score -5040782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -5040784.000000 Penalty: 3502.435547
	Iteration 133Q: 3 clusters Score -5040784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -5040781.500000 Penalty: 3502.435547
	Iteration 134Q: 3 clusters Score -5040782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5040788.500000 Penalty: 3502.435547
	Iteration 135Q: 3 clusters Score -5040788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -5040787.500000 Penalty: 3502.435547
	Iteration 136Q: 3 clusters Score -5040788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -5040789.000000 Penalty: 3502.435547
	Iteration 137Q: 3 clusters Score -5040789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -5040786.500000 Penalty: 3502.435547
	Iteration 138Q: 3 clusters Score -5040786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -5040785.000000 Penalty: 3502.435547
	Iteration 139Q: 3 clusters Score -5040785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -5040785.500000 Penalty: 3502.435547
	Iteration 140F: 3 clusters Score -5040786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -5040786.500000 Penalty: 3502.435547
	Iteration 141Q: 3 clusters Score -5040786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -5040790.500000 Penalty: 3502.435547
	Iteration 142Q: 3 clusters Score -5040790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -5040790.500000 Penalty: 3502.435547
	Iteration 143Q: 3 clusters Score -5040790 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5040787 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
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	Iteration 145F: 3 clusters Score -5040787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (130534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 130534 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.416713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -14079691.000000 Penalty: 3828.301514
	Iteration 0F: 3 clusters Score -1.407969e+07 nChanged 62715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -14116155.000000 Penalty: 3828.301514
	Iteration 1F: 3 clusters Score -1.411616e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.411692e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -14117948.000000 Penalty: 3828.301514
	Iteration 3Q: 3 clusters Score -1.411795e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -14119300.000000 Penalty: 3828.301514
	Iteration 4Q: 3 clusters Score -1.41193e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -14121653.000000 Penalty: 3828.301514
	Iteration 5Q: 3 clusters Score -1.412165e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -14125099.000000 Penalty: 3828.301514
	Iteration 6F: 3 clusters Score -1.41251e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -14130026.000000 Penalty: 3828.301514
	Iteration 7F: 3 clusters Score -1.413003e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -14137055.000000 Penalty: 3828.301514
	Iteration 8F: 3 clusters Score -1.413706e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -14144731.000000 Penalty: 3828.301514
	Iteration 9F: 3 clusters Score -1.414473e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -14149407.000000 Penalty: 3828.301514
	Iteration 10F: 3 clusters Score -1.414941e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -14151410.000000 Penalty: 3828.301514
	Iteration 11Q: 3 clusters Score -1.415141e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -14152184.000000 Penalty: 3828.301514
	Iteration 12Q: 3 clusters Score -1.415218e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -14152708.000000 Penalty: 3828.301514
	Iteration 13Q: 3 clusters Score -1.415271e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -14153146.000000 Penalty: 3828.301514
	Iteration 14Q: 3 clusters Score -1.415315e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -14153490.000000 Penalty: 3828.301514
	Iteration 15Q: 3 clusters Score -1.415349e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -14153750.000000 Penalty: 3828.301514
	Iteration 16Q: 3 clusters Score -1.415375e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -14154135.000000 Penalty: 3828.301514
	Iteration 17Q: 3 clusters Score -1.415414e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -14154436.000000 Penalty: 3828.301514
	Iteration 18Q: 3 clusters Score -1.415444e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 91206 members 
Entering Unmasked Estep 
Score: -14154766.000000 Penalty: 3828.301514
	Iteration 19Q: 3 clusters Score -1.415477e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -14155037.000000 Penalty: 3828.301514
	Iteration 20F: 3 clusters Score -1.415504e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -14155288.000000 Penalty: 3828.301514
	Iteration 21Q: 3 clusters Score -1.415529e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -14155497.000000 Penalty: 3828.301514
	Iteration 22Q: 3 clusters Score -1.41555e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -14155730.000000 Penalty: 3828.301514
	Iteration 23Q: 3 clusters Score -1.415573e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 96978 members 
Entering Unmasked Estep 
Score: -14155892.000000 Penalty: 3828.301514
	Iteration 24Q: 3 clusters Score -1.415589e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 98118 members 
Entering Unmasked Estep 
Score: -14156180.000000 Penalty: 3828.301514
	Iteration 25Q: 3 clusters Score -1.415618e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -14156418.000000 Penalty: 3828.301514
	Iteration 26Q: 3 clusters Score -1.415642e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 100476 members 
Entering Unmasked Estep 
Score: -14156728.000000 Penalty: 3828.301514
	Iteration 27Q: 3 clusters Score -1.415673e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -14157082.000000 Penalty: 3828.301514
	Iteration 28Q: 3 clusters Score -1.415708e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -14157317.000000 Penalty: 3828.301514
	Iteration 29Q: 3 clusters Score -1.415732e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -14157560.000000 Penalty: 3828.301514
	Iteration 30Q: 3 clusters Score -1.415756e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -14157882.000000 Penalty: 3828.301514
	Iteration 31Q: 3 clusters Score -1.415788e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -14158134.000000 Penalty: 3828.301514
	Iteration 32Q: 3 clusters Score -1.415813e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -14158423.000000 Penalty: 3828.301514
	Iteration 33Q: 3 clusters Score -1.415842e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 109308 members 
Entering Unmasked Estep 
Score: -14158727.000000 Penalty: 3828.301514
	Iteration 34Q: 3 clusters Score -1.415873e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 110534 members 
Entering Unmasked Estep 
Score: -14159022.000000 Penalty: 3828.301514
	Iteration 35Q: 3 clusters Score -1.415902e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 111818 members 
Entering Unmasked Estep 
Score: -14159360.000000 Penalty: 3828.301514
	Iteration 36Q: 3 clusters Score -1.415936e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 113074 members 
Entering Unmasked Estep 
Score: -14159678.000000 Penalty: 3828.301514
	Iteration 37Q: 3 clusters Score -1.415968e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -14160131.000000 Penalty: 3828.301514
	Iteration 38Q: 3 clusters Score -1.416013e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -14160538.000000 Penalty: 3828.301514
	Iteration 39Q: 3 clusters Score -1.416054e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 116888 members 
Entering Unmasked Estep 
Score: -14160978.000000 Penalty: 3828.301514
	Iteration 40F: 3 clusters Score -1.416098e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -14161445.000000 Penalty: 3828.301514
	Iteration 41Q: 3 clusters Score -1.416144e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 119304 members 
Entering Unmasked Estep 
Score: -14161836.000000 Penalty: 3828.301514
	Iteration 42Q: 3 clusters Score -1.416184e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 120448 members 
Entering Unmasked Estep 
Score: -14162205.000000 Penalty: 3828.301514
	Iteration 43Q: 3 clusters Score -1.41622e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 121526 members 
Entering Unmasked Estep 
Score: -14162692.000000 Penalty: 3828.301514
	Iteration 44Q: 3 clusters Score -1.416269e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 122515 members 
Entering Unmasked Estep 
Score: -14163193.000000 Penalty: 3828.301514
	Iteration 45Q: 3 clusters Score -1.416319e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 123469 members 
Entering Unmasked Estep 
Score: -14163542.000000 Penalty: 3828.301514
	Iteration 46Q: 3 clusters Score -1.416354e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -14163913.000000 Penalty: 3828.301514
	Iteration 47Q: 3 clusters Score -1.416391e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
Score: -14164179.000000 Penalty: 3828.301514
	Iteration 48Q: 3 clusters Score -1.416418e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 125620 members 
Entering Unmasked Estep 
Score: -14164430.000000 Penalty: 3828.301514
	Iteration 49Q: 3 clusters Score -1.416443e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 126153 members 
Entering Unmasked Estep 
Score: -14164594.000000 Penalty: 3828.301514
	Iteration 50Q: 3 clusters Score -1.416459e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 126619 members 
Entering Unmasked Estep 
Score: -14164727.000000 Penalty: 3828.301514
	Iteration 51Q: 3 clusters Score -1.416473e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -14164897.000000 Penalty: 3828.301514
	Iteration 52Q: 3 clusters Score -1.41649e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -14164989.000000 Penalty: 3828.301514
	Iteration 53Q: 3 clusters Score -1.416499e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 127699 members 
Entering Unmasked Estep 
Score: -14165134.000000 Penalty: 3828.301514
	Iteration 54Q: 3 clusters Score -1.416513e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 127945 members 
Entering Unmasked Estep 
Score: -14165202.000000 Penalty: 3828.301514
	Iteration 55Q: 3 clusters Score -1.41652e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 128157 members 
Entering Unmasked Estep 
Score: -14165222.000000 Penalty: 3828.301514
	Iteration 56Q: 3 clusters Score -1.416522e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 128335 members 
Entering Unmasked Estep 
Score: -14165320.000000 Penalty: 3828.301514
	Iteration 57Q: 3 clusters Score -1.416532e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 128515 members 
Entering Unmasked Estep 
Score: -14165374.000000 Penalty: 3828.301514
	Iteration 58Q: 3 clusters Score -1.416537e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 128674 members 
Entering Unmasked Estep 
Score: -14165419.000000 Penalty: 3828.301514
	Iteration 59Q: 3 clusters Score -1.416542e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 128795 members 
Entering Unmasked Estep 
Score: -14165477.000000 Penalty: 3828.301514
	Iteration 60F: 3 clusters Score -1.416548e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 128899 members 
Entering Unmasked Estep 
Score: -14165513.000000 Penalty: 3828.301514
	Iteration 61Q: 3 clusters Score -1.416551e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 128995 members 
Entering Unmasked Estep 
Score: -14165555.000000 Penalty: 3828.301514
	Iteration 62Q: 3 clusters Score -1.416556e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 129073 members 
Entering Unmasked Estep 
Score: -14165583.000000 Penalty: 3828.301514
	Iteration 63Q: 3 clusters Score -1.416558e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 129135 members 
Entering Unmasked Estep 
Score: -14165618.000000 Penalty: 3828.301514
	Iteration 64Q: 3 clusters Score -1.416562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 129182 members 
Entering Unmasked Estep 
Score: -14165625.000000 Penalty: 3828.301514
	Iteration 65Q: 3 clusters Score -1.416562e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 129225 members 
Entering Unmasked Estep 
Score: -14165630.000000 Penalty: 3828.301514
	Iteration 66Q: 3 clusters Score -1.416563e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -14165634.000000 Penalty: 3828.301514
	Iteration 67Q: 3 clusters Score -1.416563e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -14165640.000000 Penalty: 3828.301514
	Iteration 68Q: 3 clusters Score -1.416564e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 129334 members 
Entering Unmasked Estep 
Score: -14165661.000000 Penalty: 3828.301514
	Iteration 69Q: 3 clusters Score -1.416566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 129356 members 
Entering Unmasked Estep 
Score: -14165660.000000 Penalty: 3828.301514
	Iteration 70Q: 3 clusters Score -1.416566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 129382 members 
Entering Unmasked Estep 
Score: -14165677.000000 Penalty: 3828.301514
	Iteration 71Q: 3 clusters Score -1.416568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 129410 members 
Entering Unmasked Estep 
Score: -14165677.000000 Penalty: 3828.301514
	Iteration 72Q: 3 clusters Score -1.416568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 129434 members 
Entering Unmasked Estep 
Score: -14165688.000000 Penalty: 3828.301514
	Iteration 73Q: 3 clusters Score -1.416569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 129456 members 
Entering Unmasked Estep 
Score: -14165688.000000 Penalty: 3828.301514
	Iteration 74Q: 3 clusters Score -1.416569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 129477 members 
Entering Unmasked Estep 
Score: -14165684.000000 Penalty: 3828.301514
	Iteration 75Q: 3 clusters Score -1.416568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 129492 members 
Entering Unmasked Estep 
Score: -14165690.000000 Penalty: 3828.301514
	Iteration 76Q: 3 clusters Score -1.416569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 129501 members 
Entering Unmasked Estep 
Score: -14165687.000000 Penalty: 3828.301514
	Iteration 77Q: 3 clusters Score -1.416569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -14165691.000000 Penalty: 3828.301514
	Iteration 78Q: 3 clusters Score -1.416569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 129515 members 
Entering Unmasked Estep 
Score: -14165692.000000 Penalty: 3828.301514
	Iteration 79Q: 3 clusters Score -1.416569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 129524 members 
Entering Unmasked Estep 
Score: -14165706.000000 Penalty: 3828.301514
	Iteration 80F: 3 clusters Score -1.416571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -14165710.000000 Penalty: 3828.301514
	Iteration 81Q: 3 clusters Score -1.416571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 129546 members 
Entering Unmasked Estep 
Score: -14165719.000000 Penalty: 3828.301514
	Iteration 82Q: 3 clusters Score -1.416572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 129556 members 
Entering Unmasked Estep 
Score: -14165706.000000 Penalty: 3828.301514
	Iteration 83Q: 3 clusters Score -1.416571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 129565 members 
Entering Unmasked Estep 
Score: -14165712.000000 Penalty: 3828.301514
	Iteration 84Q: 3 clusters Score -1.416571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 129574 members 
Entering Unmasked Estep 
Score: -14165719.000000 Penalty: 3828.301514
	Iteration 85Q: 3 clusters Score -1.416572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 129582 members 
Entering Unmasked Estep 
Score: -14165722.000000 Penalty: 3828.301514
	Iteration 86Q: 3 clusters Score -1.416572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 129593 members 
Entering Unmasked Estep 
Score: -14165724.000000 Penalty: 3828.301514
	Iteration 87Q: 3 clusters Score -1.416572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 129598 members 
Entering Unmasked Estep 
Score: -14165727.000000 Penalty: 3828.301514
	Iteration 88Q: 3 clusters Score -1.416573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 129602 members 
Entering Unmasked Estep 
Score: -14165724.000000 Penalty: 3828.301514
	Iteration 89Q: 3 clusters Score -1.416572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 129609 members 
Entering Unmasked Estep 
Score: -14165715.000000 Penalty: 3828.301514
	Iteration 90Q: 3 clusters Score -1.416572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 129619 members 
Entering Unmasked Estep 
Score: -14165720.000000 Penalty: 3828.301514
	Iteration 91Q: 3 clusters Score -1.416572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 129624 members 
Entering Unmasked Estep 
Score: -14165721.000000 Penalty: 3828.301514
	Iteration 92Q: 3 clusters Score -1.416572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 129626 members 
Entering Unmasked Estep 
Score: -14165714.000000 Penalty: 3828.301514
	Iteration 93Q: 3 clusters Score -1.416571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 129629 members 
Entering Unmasked Estep 
Score: -14165716.000000 Penalty: 3828.301514
	Iteration 94Q: 3 clusters Score -1.416572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 129632 members 
Entering Unmasked Estep 
Score: -14165715.000000 Penalty: 3828.301514
	Iteration 95Q: 3 clusters Score -1.416572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 129637 members 
Entering Unmasked Estep 
Score: -14165725.000000 Penalty: 3828.301514
	Iteration 96Q: 3 clusters Score -1.416572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 129640 members 
Entering Unmasked Estep 
Score: -14165728.000000 Penalty: 3828.301514
	Iteration 97Q: 3 clusters Score -1.416573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 129639 members 
Entering Unmasked Estep 
Score: -14165721.000000 Penalty: 3828.301514
	Iteration 98Q: 3 clusters Score -1.416572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 129640 members 
Entering Unmasked Estep 
Score: -14165721.000000 Penalty: 3828.301514
	Iteration 99Q: 3 clusters Score -1.416572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 129640 members 
Entering Unmasked Estep 
Score: -14165721.000000 Penalty: 3828.301514
	Iteration 100F: 3 clusters Score -1.416572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -29932.798828 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -29932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29142.246094 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -29142.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29320.820312 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -29320.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29388.847656 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -29388.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29414.453125 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -29414.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29424.599609 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -29424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29431.822266 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -29431.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29435.609375 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -29435.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29435.609375 Penalty: 1892.489868
	Iteration 7F: 3 clusters Score -29435.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (161130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161130 members 
Entering Unmasked Estep 
Score: -17458784.000000 Penalty: 1948.369507
	Iteration 0F: 2 clusters Score -1.745878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 80730 members 
Entering Unmasked Estep 
Score: -17351220.000000 Penalty: 3896.739014
	Iteration 0F: 3 clusters Score -1.735122e+07 nChanged 77779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 83115 members 
Entering Unmasked Estep 
Score: -17397126.000000 Penalty: 3896.739014
	Iteration 1F: 3 clusters Score -1.739713e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -17399032.000000 Penalty: 3896.739014
	Iteration 2Q: 3 clusters Score -1.739903e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -17401662.000000 Penalty: 3896.739014
	Iteration 3Q: 3 clusters Score -1.740166e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -17405826.000000 Penalty: 3896.739014
	Iteration 4F: 3 clusters Score -1.740583e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -17412392.000000 Penalty: 3896.739014
	Iteration 5F: 3 clusters Score -1.741239e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 103433 members 
Entering Unmasked Estep 
Score: -17422028.000000 Penalty: 3896.739014
	Iteration 6F: 3 clusters Score -1.742203e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 109823 members 
Entering Unmasked Estep 
Score: -17431630.000000 Penalty: 3896.739014
	Iteration 7F: 3 clusters Score -1.743163e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 114213 members 
Entering Unmasked Estep 
Score: -17437820.000000 Penalty: 3896.739014
	Iteration 8F: 3 clusters Score -1.743782e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -17440748.000000 Penalty: 3896.739014
	Iteration 9Q: 3 clusters Score -1.744075e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -17442232.000000 Penalty: 3896.739014
	Iteration 10Q: 3 clusters Score -1.744223e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -17443382.000000 Penalty: 3896.739014
	Iteration 11Q: 3 clusters Score -1.744338e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 125355 members 
Entering Unmasked Estep 
Score: -17444468.000000 Penalty: 3896.739014
	Iteration 12Q: 3 clusters Score -1.744447e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 127789 members 
Entering Unmasked Estep 
Score: -17445490.000000 Penalty: 3896.739014
	Iteration 13Q: 3 clusters Score -1.744549e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 130079 members 
Entering Unmasked Estep 
Score: -17446432.000000 Penalty: 3896.739014
	Iteration 14Q: 3 clusters Score -1.744643e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -17447376.000000 Penalty: 3896.739014
	Iteration 15Q: 3 clusters Score -1.744738e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 134333 members 
Entering Unmasked Estep 
Score: -17448206.000000 Penalty: 3896.739014
	Iteration 16Q: 3 clusters Score -1.744821e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -17449032.000000 Penalty: 3896.739014
	Iteration 17Q: 3 clusters Score -1.744903e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 138181 members 
Entering Unmasked Estep 
Score: -17449686.000000 Penalty: 3896.739014
	Iteration 18Q: 3 clusters Score -1.744969e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 139948 members 
Entering Unmasked Estep 
Score: -17450246.000000 Penalty: 3896.739014
	Iteration 19Q: 3 clusters Score -1.745025e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 141714 members 
Entering Unmasked Estep 
Score: -17450772.000000 Penalty: 3896.739014
	Iteration 20F: 3 clusters Score -1.745077e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 143438 members 
Entering Unmasked Estep 
Score: -17451532.000000 Penalty: 3896.739014
	Iteration 21Q: 3 clusters Score -1.745153e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 145043 members 
Entering Unmasked Estep 
Score: -17452050.000000 Penalty: 3896.739014
	Iteration 22Q: 3 clusters Score -1.745205e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 146513 members 
Entering Unmasked Estep 
Score: -17452600.000000 Penalty: 3896.739014
	Iteration 23Q: 3 clusters Score -1.74526e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 147902 members 
Entering Unmasked Estep 
Score: -17453128.000000 Penalty: 3896.739014
	Iteration 24Q: 3 clusters Score -1.745313e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 149250 members 
Entering Unmasked Estep 
Score: -17453670.000000 Penalty: 3896.739014
	Iteration 25Q: 3 clusters Score -1.745367e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -17454220.000000 Penalty: 3896.739014
	Iteration 26Q: 3 clusters Score -1.745422e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -17454658.000000 Penalty: 3896.739014
	Iteration 27Q: 3 clusters Score -1.745466e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 152693 members 
Entering Unmasked Estep 
Score: -17454948.000000 Penalty: 3896.739014
	Iteration 28Q: 3 clusters Score -1.745495e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 153612 members 
Entering Unmasked Estep 
Score: -17455308.000000 Penalty: 3896.739014
	Iteration 29Q: 3 clusters Score -1.745531e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 154429 members 
Entering Unmasked Estep 
Score: -17455568.000000 Penalty: 3896.739014
	Iteration 30Q: 3 clusters Score -1.745557e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 155191 members 
Entering Unmasked Estep 
Score: -17455868.000000 Penalty: 3896.739014
	Iteration 31Q: 3 clusters Score -1.745587e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 155895 members 
Entering Unmasked Estep 
Score: -17456180.000000 Penalty: 3896.739014
	Iteration 32Q: 3 clusters Score -1.745618e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 156469 members 
Entering Unmasked Estep 
Score: -17456386.000000 Penalty: 3896.739014
	Iteration 33Q: 3 clusters Score -1.745639e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 156949 members 
Entering Unmasked Estep 
Score: -17456548.000000 Penalty: 3896.739014
	Iteration 34Q: 3 clusters Score -1.745655e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 157340 members 
Entering Unmasked Estep 
Score: -17456668.000000 Penalty: 3896.739014
	Iteration 35Q: 3 clusters Score -1.745667e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 157681 members 
Entering Unmasked Estep 
Score: -17456772.000000 Penalty: 3896.739014
	Iteration 36Q: 3 clusters Score -1.745677e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -17456816.000000 Penalty: 3896.739014
	Iteration 37Q: 3 clusters Score -1.745682e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 158223 members 
Entering Unmasked Estep 
Score: -17456916.000000 Penalty: 3896.739014
	Iteration 38Q: 3 clusters Score -1.745692e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 158440 members 
Entering Unmasked Estep 
Score: -17456982.000000 Penalty: 3896.739014
	Iteration 39Q: 3 clusters Score -1.745698e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 158624 members 
Entering Unmasked Estep 
Score: -17457032.000000 Penalty: 3896.739014
	Iteration 40F: 3 clusters Score -1.745703e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 158814 members 
Entering Unmasked Estep 
Score: -17457094.000000 Penalty: 3896.739014
	Iteration 41Q: 3 clusters Score -1.745709e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 158994 members 
Entering Unmasked Estep 
Score: -17457166.000000 Penalty: 3896.739014
	Iteration 42Q: 3 clusters Score -1.745717e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -17457242.000000 Penalty: 3896.739014
	Iteration 43Q: 3 clusters Score -1.745724e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 159250 members 
Entering Unmasked Estep 
Score: -17457278.000000 Penalty: 3896.739014
	Iteration 44Q: 3 clusters Score -1.745728e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 159334 members 
Entering Unmasked Estep 
Score: -17457284.000000 Penalty: 3896.739014
	Iteration 45Q: 3 clusters Score -1.745728e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -17457286.000000 Penalty: 3896.739014
	Iteration 46Q: 3 clusters Score -1.745729e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 159438 members 
Entering Unmasked Estep 
Score: -17457334.000000 Penalty: 3896.739014
	Iteration 47Q: 3 clusters Score -1.745733e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 159482 members 
Entering Unmasked Estep 
Score: -17457332.000000 Penalty: 3896.739014
	Iteration 48Q: 3 clusters Score -1.745733e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 159524 members 
Entering Unmasked Estep 
Score: -17457346.000000 Penalty: 3896.739014
	Iteration 49Q: 3 clusters Score -1.745735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 159550 members 
Entering Unmasked Estep 
Score: -17457346.000000 Penalty: 3896.739014
	Iteration 50Q: 3 clusters Score -1.745735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 159570 members 
Entering Unmasked Estep 
Score: -17457332.000000 Penalty: 3896.739014
	Iteration 51Q: 3 clusters Score -1.745733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 159590 members 
Entering Unmasked Estep 
Score: -17457346.000000 Penalty: 3896.739014
	Iteration 52Q: 3 clusters Score -1.745735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -17457362.000000 Penalty: 3896.739014
	Iteration 53Q: 3 clusters Score -1.745736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 159619 members 
Entering Unmasked Estep 
Score: -17457364.000000 Penalty: 3896.739014
	Iteration 54Q: 3 clusters Score -1.745736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 159631 members 
Entering Unmasked Estep 
Score: -17457362.000000 Penalty: 3896.739014
	Iteration 55Q: 3 clusters Score -1.745736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 159638 members 
Entering Unmasked Estep 
Score: -17457368.000000 Penalty: 3896.739014
	Iteration 56Q: 3 clusters Score -1.745737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 159644 members 
Entering Unmasked Estep 
Score: -17457374.000000 Penalty: 3896.739014
	Iteration 57Q: 3 clusters Score -1.745737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 159652 members 
Entering Unmasked Estep 
Score: -17457380.000000 Penalty: 3896.739014
	Iteration 58Q: 3 clusters Score -1.745738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -17457366.000000 Penalty: 3896.739014
	Iteration 59Q: 3 clusters Score -1.745737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 159663 members 
Entering Unmasked Estep 
Score: -17457386.000000 Penalty: 3896.739014
	Iteration 60F: 3 clusters Score -1.745739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 159671 members 
Entering Unmasked Estep 
Score: -17457376.000000 Penalty: 3896.739014
	Iteration 61Q: 3 clusters Score -1.745738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 159676 members 
Entering Unmasked Estep 
Score: -17457374.000000 Penalty: 3896.739014
	Iteration 62Q: 3 clusters Score -1.745737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 159685 members 
Entering Unmasked Estep 
Score: -17457382.000000 Penalty: 3896.739014
	Iteration 63Q: 3 clusters Score -1.745738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 159697 members 
Entering Unmasked Estep 
Score: -17457386.000000 Penalty: 3896.739014
	Iteration 64Q: 3 clusters Score -1.745739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 159708 members 
Entering Unmasked Estep 
Score: -17457394.000000 Penalty: 3896.739014
	Iteration 65Q: 3 clusters Score -1.745739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 159720 members 
Entering Unmasked Estep 
Score: -17457400.000000 Penalty: 3896.739014
	Iteration 66Q: 3 clusters Score -1.74574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 159727 members 
Entering Unmasked Estep 
Score: -17457396.000000 Penalty: 3896.739014
	Iteration 67Q: 3 clusters Score -1.74574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 159732 members 
Entering Unmasked Estep 
Score: -17457398.000000 Penalty: 3896.739014
	Iteration 68Q: 3 clusters Score -1.74574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 159738 members 
Entering Unmasked Estep 
Score: -17457398.000000 Penalty: 3896.739014
	Iteration 69Q: 3 clusters Score -1.74574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 159740 members 
Entering Unmasked Estep 
Score: -17457400.000000 Penalty: 3896.739014
	Iteration 70Q: 3 clusters Score -1.74574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 159742 members 
Entering Unmasked Estep 
Score: -17457396.000000 Penalty: 3896.739014
	Iteration 71Q: 3 clusters Score -1.74574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 159742 members 
Entering Unmasked Estep 
Score: -17457396.000000 Penalty: 3896.739014
	Iteration 72F: 3 clusters Score -1.74574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Entering Unmasked Estep 
Score: -386526.812500 Penalty: 1338.933960
	Iteration 0F: 2 clusters Score -386526.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -383357.031250 Penalty: 2677.867920
	Iteration 0F: 3 clusters Score -383357 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -384539.906250 Penalty: 2677.867920
	Iteration 1F: 3 clusters Score -384539.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -384932.781250 Penalty: 2677.867920
	Iteration 2F: 3 clusters Score -384932.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -385158.968750 Penalty: 2677.867920
	Iteration 3F: 3 clusters Score -385159 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -385300.093750 Penalty: 2677.867920
	Iteration 4F: 3 clusters Score -385300.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -385414.218750 Penalty: 2677.867920
	Iteration 5Q: 3 clusters Score -385414.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -385520.250000 Penalty: 2677.867920
	Iteration 6Q: 3 clusters Score -385520.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -385625.843750 Penalty: 2677.867920
	Iteration 7Q: 3 clusters Score -385625.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -385707.375000 Penalty: 2677.867920
	Iteration 8Q: 3 clusters Score -385707.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -385767.125000 Penalty: 2677.867920
	Iteration 9Q: 3 clusters Score -385767.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -385828.562500 Penalty: 2677.867920
	Iteration 10Q: 3 clusters Score -385828.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -385891.500000 Penalty: 2677.867920
	Iteration 11Q: 3 clusters Score -385891.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -385937.437500 Penalty: 2677.867920
	Iteration 12Q: 3 clusters Score -385937.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -385970.750000 Penalty: 2677.867920
	Iteration 13Q: 3 clusters Score -385970.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -385992.562500 Penalty: 2677.867920
	Iteration 14Q: 3 clusters Score -385992.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -386008.093750 Penalty: 2677.867920
	Iteration 15Q: 3 clusters Score -386008.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -386018.656250 Penalty: 2677.867920
	Iteration 16Q: 3 clusters Score -386018.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -386029.812500 Penalty: 2677.867920
	Iteration 17Q: 3 clusters Score -386029.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -386040.000000 Penalty: 2677.867920
	Iteration 18Q: 3 clusters Score -386040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -386048.406250 Penalty: 2677.867920
	Iteration 19Q: 3 clusters Score -386048.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -386053.000000 Penalty: 2677.867920
	Iteration 20F: 3 clusters Score -386053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -386061.125000 Penalty: 2677.867920
	Iteration 21Q: 3 clusters Score -386061.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -386065.531250 Penalty: 2677.867920
	Iteration 22Q: 3 clusters Score -386065.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -386066.218750 Penalty: 2677.867920
	Iteration 23Q: 3 clusters Score -386066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -386067.343750 Penalty: 2677.867920
	Iteration 24Q: 3 clusters Score -386067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -386069.125000 Penalty: 2677.867920
	Iteration 25Q: 3 clusters Score -386069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -386069.718750 Penalty: 2677.867920
	Iteration 26Q: 3 clusters Score -386069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -386072.750000 Penalty: 2677.867920
	Iteration 27Q: 3 clusters Score -386072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -386074.687500 Penalty: 2677.867920
	Iteration 28Q: 3 clusters Score -386074.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -386078.062500 Penalty: 2677.867920
	Iteration 29Q: 3 clusters Score -386078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -386079.468750 Penalty: 2677.867920
	Iteration 30Q: 3 clusters Score -386079.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -386084.156250 Penalty: 2677.867920
	Iteration 31Q: 3 clusters Score -386084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -386085.906250 Penalty: 2677.867920
	Iteration 32Q: 3 clusters Score -386085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -386087.218750 Penalty: 2677.867920
	Iteration 33Q: 3 clusters Score -386087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -386089.218750 Penalty: 2677.867920
	Iteration 34Q: 3 clusters Score -386089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -386089.500000 Penalty: 2677.867920
	Iteration 35Q: 3 clusters Score -386089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -386089.500000 Penalty: 2677.867920
	Iteration 36F: 3 clusters Score -386089.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (170648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170648 members 
Entering Unmasked Estep 
Score: -18516716.000000 Penalty: 1957.695801
	Iteration 0F: 2 clusters Score -1.851672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85118 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -18403638.000000 Penalty: 3915.391602
	Iteration 0F: 3 clusters Score -1.840364e+07 nChanged 82489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -18452584.000000 Penalty: 3915.391602
	Iteration 1F: 3 clusters Score -1.845258e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76782 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -18454124.000000 Penalty: 3915.391602
	Iteration 2Q: 3 clusters Score -1.845412e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -18456396.000000 Penalty: 3915.391602
	Iteration 3Q: 3 clusters Score -1.84564e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -18460066.000000 Penalty: 3915.391602
	Iteration 4Q: 3 clusters Score -1.846007e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 114109 members 
Entering Unmasked Estep 
Score: -18466688.000000 Penalty: 3915.391602
	Iteration 5F: 3 clusters Score -1.846669e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 126628 members 
Entering Unmasked Estep 
Score: -18477782.000000 Penalty: 3915.391602
	Iteration 6F: 3 clusters Score -1.847778e+07 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 140064 members 
Entering Unmasked Estep 
Score: -18491260.000000 Penalty: 3915.391602
	Iteration 7F: 3 clusters Score -1.849126e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 150197 members 
Entering Unmasked Estep 
Score: -18502204.000000 Penalty: 3915.391602
	Iteration 8F: 3 clusters Score -1.85022e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 155457 members 
Entering Unmasked Estep 
Score: -18508104.000000 Penalty: 3915.391602
	Iteration 9Q: 3 clusters Score -1.85081e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 158013 members 
Entering Unmasked Estep 
Score: -18510570.000000 Penalty: 3915.391602
	Iteration 10Q: 3 clusters Score -1.851057e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 159742 members 
Entering Unmasked Estep 
Score: -18511642.000000 Penalty: 3915.391602
	Iteration 11Q: 3 clusters Score -1.851164e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 161054 members 
Entering Unmasked Estep 
Score: -18512418.000000 Penalty: 3915.391602
	Iteration 12Q: 3 clusters Score -1.851242e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 162167 members 
Entering Unmasked Estep 
Score: -18513084.000000 Penalty: 3915.391602
	Iteration 13Q: 3 clusters Score -1.851308e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 163035 members 
Entering Unmasked Estep 
Score: -18513520.000000 Penalty: 3915.391602
	Iteration 14Q: 3 clusters Score -1.851352e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 163763 members 
Entering Unmasked Estep 
Score: -18513974.000000 Penalty: 3915.391602
	Iteration 15Q: 3 clusters Score -1.851397e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 164425 members 
Entering Unmasked Estep 
Score: -18514360.000000 Penalty: 3915.391602
	Iteration 16Q: 3 clusters Score -1.851436e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -18514642.000000 Penalty: 3915.391602
	Iteration 17Q: 3 clusters Score -1.851464e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 165510 members 
Entering Unmasked Estep 
Score: -18514884.000000 Penalty: 3915.391602
	Iteration 18Q: 3 clusters Score -1.851488e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 165950 members 
Entering Unmasked Estep 
Score: -18515142.000000 Penalty: 3915.391602
	Iteration 19Q: 3 clusters Score -1.851514e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 166314 members 
Entering Unmasked Estep 
Score: -18515320.000000 Penalty: 3915.391602
	Iteration 20F: 3 clusters Score -1.851532e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 166663 members 
Entering Unmasked Estep 
Score: -18515426.000000 Penalty: 3915.391602
	Iteration 21Q: 3 clusters Score -1.851543e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 166973 members 
Entering Unmasked Estep 
Score: -18515610.000000 Penalty: 3915.391602
	Iteration 22Q: 3 clusters Score -1.851561e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -18515680.000000 Penalty: 3915.391602
	Iteration 23Q: 3 clusters Score -1.851568e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -18515784.000000 Penalty: 3915.391602
	Iteration 24Q: 3 clusters Score -1.851578e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -18515800.000000 Penalty: 3915.391602
	Iteration 25Q: 3 clusters Score -1.85158e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 167691 members 
Entering Unmasked Estep 
Score: -18515818.000000 Penalty: 3915.391602
	Iteration 26Q: 3 clusters Score -1.851582e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 167812 members 
Entering Unmasked Estep 
Score: -18515814.000000 Penalty: 3915.391602
	Iteration 27Q: 3 clusters Score -1.851581e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 167922 members 
Entering Unmasked Estep 
Score: -18515774.000000 Penalty: 3915.391602
	Iteration 28Q: 3 clusters Score -1.851577e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 168014 members 
Entering Unmasked Estep 
Score: -18515802.000000 Penalty: 3915.391602
	Iteration 29Q: 3 clusters Score -1.85158e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -18515840.000000 Penalty: 3915.391602
	Iteration 30Q: 3 clusters Score -1.851584e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 168154 members 
Entering Unmasked Estep 
Score: -18515858.000000 Penalty: 3915.391602
	Iteration 31Q: 3 clusters Score -1.851586e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -18515860.000000 Penalty: 3915.391602
	Iteration 32Q: 3 clusters Score -1.851586e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 168253 members 
Entering Unmasked Estep 
Score: -18515872.000000 Penalty: 3915.391602
	Iteration 33Q: 3 clusters Score -1.851587e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -18515880.000000 Penalty: 3915.391602
	Iteration 34Q: 3 clusters Score -1.851588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 168344 members 
Entering Unmasked Estep 
Score: -18515904.000000 Penalty: 3915.391602
	Iteration 35Q: 3 clusters Score -1.85159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 168371 members 
Entering Unmasked Estep 
Score: -18515882.000000 Penalty: 3915.391602
	Iteration 36Q: 3 clusters Score -1.851588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -18515896.000000 Penalty: 3915.391602
	Iteration 37Q: 3 clusters Score -1.85159e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -18515902.000000 Penalty: 3915.391602
	Iteration 38Q: 3 clusters Score -1.85159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -18515898.000000 Penalty: 3915.391602
	Iteration 39Q: 3 clusters Score -1.85159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 168444 members 
Entering Unmasked Estep 
Score: -18515898.000000 Penalty: 3915.391602
	Iteration 40F: 3 clusters Score -1.85159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 168458 members 
Entering Unmasked Estep 
Score: -18515892.000000 Penalty: 3915.391602
	Iteration 41Q: 3 clusters Score -1.851589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 168468 members 
Entering Unmasked Estep 
Score: -18515900.000000 Penalty: 3915.391602
	Iteration 42Q: 3 clusters Score -1.85159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 168474 members 
Entering Unmasked Estep 
Score: -18515890.000000 Penalty: 3915.391602
	Iteration 43Q: 3 clusters Score -1.851589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 168479 members 
Entering Unmasked Estep 
Score: -18515896.000000 Penalty: 3915.391602
	Iteration 44Q: 3 clusters Score -1.85159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 168485 members 
Entering Unmasked Estep 
Score: -18515882.000000 Penalty: 3915.391602
	Iteration 45Q: 3 clusters Score -1.851588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 168490 members 
Entering Unmasked Estep 
Score: -18515882.000000 Penalty: 3915.391602
	Iteration 46Q: 3 clusters Score -1.851588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 168495 members 
Entering Unmasked Estep 
Score: -18515888.000000 Penalty: 3915.391602
	Iteration 47Q: 3 clusters Score -1.851589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 168498 members 
Entering Unmasked Estep 
Score: -18515898.000000 Penalty: 3915.391602
	Iteration 48Q: 3 clusters Score -1.85159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 168507 members 
Entering Unmasked Estep 
Score: -18515904.000000 Penalty: 3915.391602
	Iteration 49Q: 3 clusters Score -1.85159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 168514 members 
Entering Unmasked Estep 
Score: -18515892.000000 Penalty: 3915.391602
	Iteration 50Q: 3 clusters Score -1.851589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 168516 members 
Entering Unmasked Estep 
Score: -18515884.000000 Penalty: 3915.391602
	Iteration 51Q: 3 clusters Score -1.851588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 168517 members 
Entering Unmasked Estep 
Score: -18515892.000000 Penalty: 3915.391602
	Iteration 52Q: 3 clusters Score -1.851589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 168518 members 
Entering Unmasked Estep 
Score: -18515892.000000 Penalty: 3915.391602
	Iteration 53Q: 3 clusters Score -1.851589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -18515878.000000 Penalty: 3915.391602
	Iteration 54Q: 3 clusters Score -1.851588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 168523 members 
Entering Unmasked Estep 
Score: -18515880.000000 Penalty: 3915.391602
	Iteration 55Q: 3 clusters Score -1.851588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 168526 members 
Entering Unmasked Estep 
Score: -18515872.000000 Penalty: 3915.391602
	Iteration 56Q: 3 clusters Score -1.851587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 168526 members 
Entering Unmasked Estep 
Score: -18515872.000000 Penalty: 3915.391602
	Iteration 57F: 3 clusters Score -1.851587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Entering Unmasked Estep 
Score: -4560273.500000 Penalty: 1733.057739
	Iteration 0F: 2 clusters Score -4560274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -4531761.500000 Penalty: 3466.115479
	Iteration 0F: 3 clusters Score -4531762 nChanged 19910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4542712.500000 Penalty: 3466.115479
	Iteration 1F: 3 clusters Score -4542712 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4543046.000000 Penalty: 3466.115479
	Iteration 2Q: 3 clusters Score -4543046 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4543327.000000 Penalty: 3466.115479
	Iteration 3Q: 3 clusters Score -4543327 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4543617.500000 Penalty: 3466.115479
	Iteration 4Q: 3 clusters Score -4543618 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -4543866.000000 Penalty: 3466.115479
	Iteration 5Q: 3 clusters Score -4543866 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -4544132.500000 Penalty: 3466.115479
	Iteration 6Q: 3 clusters Score -4544132 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4544414.000000 Penalty: 3466.115479
	Iteration 7Q: 3 clusters Score -4544414 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4544821.000000 Penalty: 3466.115479
	Iteration 8Q: 3 clusters Score -4544821 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4545402.000000 Penalty: 3466.115479
	Iteration 9Q: 3 clusters Score -4545402 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -4546379.500000 Penalty: 3466.115479
	Iteration 10Q: 3 clusters Score -4546380 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4547936.000000 Penalty: 3466.115479
	Iteration 11F: 3 clusters Score -4547936 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -4550041.000000 Penalty: 3466.115479
	Iteration 12F: 3 clusters Score -4550041 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4552424.000000 Penalty: 3466.115479
	Iteration 13F: 3 clusters Score -4552424 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -4554591.000000 Penalty: 3466.115479
	Iteration 14F: 3 clusters Score -4554591 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4556331.500000 Penalty: 3466.115479
	Iteration 15F: 3 clusters Score -4556332 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -4557534.000000 Penalty: 3466.115479
	Iteration 16Q: 3 clusters Score -4557534 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -4558269.000000 Penalty: 3466.115479
	Iteration 17Q: 3 clusters Score -4558269 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -4558664.500000 Penalty: 3466.115479
	Iteration 18Q: 3 clusters Score -4558664 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -4558909.000000 Penalty: 3466.115479
	Iteration 19Q: 3 clusters Score -4558909 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4559051.000000 Penalty: 3466.115479
	Iteration 20F: 3 clusters Score -4559051 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4559163.000000 Penalty: 3466.115479
	Iteration 21Q: 3 clusters Score -4559163 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -4559240.500000 Penalty: 3466.115479
	Iteration 22Q: 3 clusters Score -4559240 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -4559263.500000 Penalty: 3466.115479
	Iteration 23Q: 3 clusters Score -4559264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -4559306.000000 Penalty: 3466.115479
	Iteration 24Q: 3 clusters Score -4559306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -4559331.500000 Penalty: 3466.115479
	Iteration 25Q: 3 clusters Score -4559332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -4559339.500000 Penalty: 3466.115479
	Iteration 26Q: 3 clusters Score -4559340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -4559352.000000 Penalty: 3466.115479
	Iteration 27Q: 3 clusters Score -4559352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4559351.500000 Penalty: 3466.115479
	Iteration 28Q: 3 clusters Score -4559352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -4559351.000000 Penalty: 3466.115479
	Iteration 29Q: 3 clusters Score -4559351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -4559363.000000 Penalty: 3466.115479
	Iteration 30Q: 3 clusters Score -4559363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -4559376.000000 Penalty: 3466.115479
	Iteration 31Q: 3 clusters Score -4559376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -4559376.000000 Penalty: 3466.115479
	Iteration 32Q: 3 clusters Score -4559376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -4559372.000000 Penalty: 3466.115479
	Iteration 33Q: 3 clusters Score -4559372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -4559377.000000 Penalty: 3466.115479
	Iteration 34Q: 3 clusters Score -4559377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -4559384.500000 Penalty: 3466.115479
	Iteration 35Q: 3 clusters Score -4559384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -4559389.000000 Penalty: 3466.115479
	Iteration 36Q: 3 clusters Score -4559389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -4559399.000000 Penalty: 3466.115479
	Iteration 37Q: 3 clusters Score -4559399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -4559407.000000 Penalty: 3466.115479
	Iteration 38Q: 3 clusters Score -4559407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -4559405.000000 Penalty: 3466.115479
	Iteration 39Q: 3 clusters Score -4559405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -4559399.000000 Penalty: 3466.115479
	Iteration 40F: 3 clusters Score -4559399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -4559407.500000 Penalty: 3466.115479
	Iteration 41Q: 3 clusters Score -4559408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -4559407.500000 Penalty: 3466.115479
	Iteration 42Q: 3 clusters Score -4559408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -4559411.500000 Penalty: 3466.115479
	Iteration 43Q: 3 clusters Score -4559412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -4559413.500000 Penalty: 3466.115479
	Iteration 44Q: 3 clusters Score -4559414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -4559413.500000 Penalty: 3466.115479
	Iteration 45Q: 3 clusters Score -4559414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -4559413.500000 Penalty: 3466.115479
	Iteration 46F: 3 clusters Score -4559414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Entering Unmasked Estep 
Score: -7609270.000000 Penalty: 1811.674438
	Iteration 0F: 2 clusters Score -7609270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -7562951.000000 Penalty: 3623.348877
	Iteration 0F: 3 clusters Score -7562951 nChanged 32742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -7581721.000000 Penalty: 3623.348877
	Iteration 1F: 3 clusters Score -7581721 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -7582326.000000 Penalty: 3623.348877
	Iteration 2Q: 3 clusters Score -7582326 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -7583027.000000 Penalty: 3623.348877
	Iteration 3Q: 3 clusters Score -7583027 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7584039.500000 Penalty: 3623.348877
	Iteration 4Q: 3 clusters Score -7584040 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -7585464.500000 Penalty: 3623.348877
	Iteration 5Q: 3 clusters Score -7585464 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -7587639.500000 Penalty: 3623.348877
	Iteration 6Q: 3 clusters Score -7587640 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -7590709.000000 Penalty: 3623.348877
	Iteration 7F: 3 clusters Score -7590709 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -7594412.500000 Penalty: 3623.348877
	Iteration 8F: 3 clusters Score -7594412 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -7597781.500000 Penalty: 3623.348877
	Iteration 9F: 3 clusters Score -7597782 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -7600313.000000 Penalty: 3623.348877
	Iteration 10Q: 3 clusters Score -7600313 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -7602032.500000 Penalty: 3623.348877
	Iteration 11Q: 3 clusters Score -7602032 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -7603346.500000 Penalty: 3623.348877
	Iteration 12Q: 3 clusters Score -7603346 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -7604205.000000 Penalty: 3623.348877
	Iteration 13Q: 3 clusters Score -7604205 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -7604859.500000 Penalty: 3623.348877
	Iteration 14Q: 3 clusters Score -7604860 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -7605382.000000 Penalty: 3623.348877
	Iteration 15Q: 3 clusters Score -7605382 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -7605848.000000 Penalty: 3623.348877
	Iteration 16Q: 3 clusters Score -7605848 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -7606257.500000 Penalty: 3623.348877
	Iteration 17Q: 3 clusters Score -7606258 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -7606599.500000 Penalty: 3623.348877
	Iteration 18Q: 3 clusters Score -7606600 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -7606815.500000 Penalty: 3623.348877
	Iteration 19Q: 3 clusters Score -7606816 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -7606987.500000 Penalty: 3623.348877
	Iteration 20F: 3 clusters Score -7606988 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -7607145.500000 Penalty: 3623.348877
	Iteration 21Q: 3 clusters Score -7607146 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -7607267.000000 Penalty: 3623.348877
	Iteration 22Q: 3 clusters Score -7607267 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -7607355.500000 Penalty: 3623.348877
	Iteration 23Q: 3 clusters Score -7607356 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -7607412.500000 Penalty: 3623.348877
	Iteration 24Q: 3 clusters Score -7607412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -7607468.500000 Penalty: 3623.348877
	Iteration 25Q: 3 clusters Score -7607468 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -7607516.000000 Penalty: 3623.348877
	Iteration 26Q: 3 clusters Score -7607516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -7607572.000000 Penalty: 3623.348877
	Iteration 27Q: 3 clusters Score -7607572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -7607590.500000 Penalty: 3623.348877
	Iteration 28Q: 3 clusters Score -7607590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -7607618.000000 Penalty: 3623.348877
	Iteration 29Q: 3 clusters Score -7607618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -7607639.000000 Penalty: 3623.348877
	Iteration 30Q: 3 clusters Score -7607639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -7607668.500000 Penalty: 3623.348877
	Iteration 31Q: 3 clusters Score -7607668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -7607700.000000 Penalty: 3623.348877
	Iteration 32Q: 3 clusters Score -7607700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -7607710.500000 Penalty: 3623.348877
	Iteration 33Q: 3 clusters Score -7607710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -7607727.500000 Penalty: 3623.348877
	Iteration 34Q: 3 clusters Score -7607728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -7607733.500000 Penalty: 3623.348877
	Iteration 35Q: 3 clusters Score -7607734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -7607746.000000 Penalty: 3623.348877
	Iteration 36Q: 3 clusters Score -7607746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -7607758.000000 Penalty: 3623.348877
	Iteration 37Q: 3 clusters Score -7607758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -7607767.000000 Penalty: 3623.348877
	Iteration 38Q: 3 clusters Score -7607767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -7607759.000000 Penalty: 3623.348877
	Iteration 39Q: 3 clusters Score -7607759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -7607767.500000 Penalty: 3623.348877
	Iteration 40F: 3 clusters Score -7607768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -7607773.000000 Penalty: 3623.348877
	Iteration 41Q: 3 clusters Score -7607773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -7607783.500000 Penalty: 3623.348877
	Iteration 42Q: 3 clusters Score -7607784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -7607786.000000 Penalty: 3623.348877
	Iteration 43Q: 3 clusters Score -7607786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -7607786.500000 Penalty: 3623.348877
	Iteration 44Q: 3 clusters Score -7607786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -7607794.500000 Penalty: 3623.348877
	Iteration 45Q: 3 clusters Score -7607794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -7607790.500000 Penalty: 3623.348877
	Iteration 46Q: 3 clusters Score -7607790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
Score: -7607795.000000 Penalty: 3623.348877
	Iteration 47Q: 3 clusters Score -7607795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -7607798.000000 Penalty: 3623.348877
	Iteration 48Q: 3 clusters Score -7607798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -7607801.000000 Penalty: 3623.348877
	Iteration 49Q: 3 clusters Score -7607801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -7607797.500000 Penalty: 3623.348877
	Iteration 50Q: 3 clusters Score -7607798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -7607800.000000 Penalty: 3623.348877
	Iteration 51Q: 3 clusters Score -7607800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -7607801.500000 Penalty: 3623.348877
	Iteration 52Q: 3 clusters Score -7607802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -7607804.000000 Penalty: 3623.348877
	Iteration 53Q: 3 clusters Score -7607804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -7607802.000000 Penalty: 3623.348877
	Iteration 54Q: 3 clusters Score -7607802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -7607806.500000 Penalty: 3623.348877
	Iteration 55Q: 3 clusters Score -7607806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -7607799.500000 Penalty: 3623.348877
	Iteration 56Q: 3 clusters Score -7607800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -7607798.000000 Penalty: 3623.348877
	Iteration 57Q: 3 clusters Score -7607798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -7607794.500000 Penalty: 3623.348877
	Iteration 58Q: 3 clusters Score -7607794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -7607794.500000 Penalty: 3623.348877
	Iteration 59F: 3 clusters Score -7607794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149164 members 
Entering Unmasked Estep 
Score: -16175956.000000 Penalty: 1935.830322
	Iteration 0F: 2 clusters Score -1.617596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 74387 members 
Entering Unmasked Estep 
Score: -16076176.000000 Penalty: 3871.660645
	Iteration 0F: 3 clusters Score -1.607618e+07 nChanged 71938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -16117941.000000 Penalty: 3871.660645
	Iteration 1F: 3 clusters Score -1.611794e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -16118693.000000 Penalty: 3871.660645
	Iteration 2Q: 3 clusters Score -1.611869e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -16120395.000000 Penalty: 3871.660645
	Iteration 3Q: 3 clusters Score -1.61204e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -16123400.000000 Penalty: 3871.660645
	Iteration 4Q: 3 clusters Score -1.61234e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99941 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -16129295.000000 Penalty: 3871.660645
	Iteration 5F: 3 clusters Score -1.61293e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111778 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -16138871.000000 Penalty: 3871.660645
	Iteration 6F: 3 clusters Score -1.613887e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124811 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -16151068.000000 Penalty: 3871.660645
	Iteration 7F: 3 clusters Score -1.615107e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135839 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -16161873.000000 Penalty: 3871.660645
	Iteration 8F: 3 clusters Score -1.616187e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142644 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -16168624.000000 Penalty: 3871.660645
	Iteration 9Q: 3 clusters Score -1.616862e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145920 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -16171837.000000 Penalty: 3871.660645
	Iteration 10Q: 3 clusters Score -1.617184e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147360 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -16173077.000000 Penalty: 3871.660645
	Iteration 11Q: 3 clusters Score -1.617308e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16173683.000000 Penalty: 3871.660645
	Iteration 12Q: 3 clusters Score -1.617368e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148297 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16173949.000000 Penalty: 3871.660645
	Iteration 13Q: 3 clusters Score -1.617395e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16174101.000000 Penalty: 3871.660645
	Iteration 14Q: 3 clusters Score -1.61741e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148518 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16174196.000000 Penalty: 3871.660645
	Iteration 15Q: 3 clusters Score -1.61742e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148567 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16174220.000000 Penalty: 3871.660645
	Iteration 16Q: 3 clusters Score -1.617422e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148592 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -16174259.000000 Penalty: 3871.660645
	Iteration 17Q: 3 clusters Score -1.617426e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148617 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16174296.000000 Penalty: 3871.660645
	Iteration 18Q: 3 clusters Score -1.61743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148639 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -16174315.000000 Penalty: 3871.660645
	Iteration 19Q: 3 clusters Score -1.617432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16174321.000000 Penalty: 3871.660645
	Iteration 20F: 3 clusters Score -1.617432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16174335.000000 Penalty: 3871.660645
	Iteration 21Q: 3 clusters Score -1.617434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148672 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -16174332.000000 Penalty: 3871.660645
	Iteration 22Q: 3 clusters Score -1.617433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16174333.000000 Penalty: 3871.660645
	Iteration 23Q: 3 clusters Score -1.617433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148684 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -16174339.000000 Penalty: 3871.660645
	Iteration 24Q: 3 clusters Score -1.617434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -16174333.000000 Penalty: 3871.660645
	Iteration 25Q: 3 clusters Score -1.617433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148692 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16174334.000000 Penalty: 3871.660645
	Iteration 26Q: 3 clusters Score -1.617433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148693 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -16174342.000000 Penalty: 3871.660645
	Iteration 27Q: 3 clusters Score -1.617434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148695 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -16174347.000000 Penalty: 3871.660645
	Iteration 28Q: 3 clusters Score -1.617435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148695 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -16174347.000000 Penalty: 3871.660645
	Iteration 29F: 3 clusters Score -1.617435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Entering Unmasked Estep 
Score: -363520.281250 Penalty: 1329.847412
	Iteration 0F: 2 clusters Score -363520.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -360475.156250 Penalty: 2659.694824
	Iteration 0F: 3 clusters Score -360475.2 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -362035.218750 Penalty: 2659.694824
	Iteration 1F: 3 clusters Score -362035.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -362917.687500 Penalty: 2659.694824
	Iteration 2F: 3 clusters Score -362917.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -363559.031250 Penalty: 2659.694824
	Iteration 3F: 3 clusters Score -363559 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -363859.750000 Penalty: 2659.694824
	Iteration 4F: 3 clusters Score -363859.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -363998.437500 Penalty: 2659.694824
	Iteration 5Q: 3 clusters Score -363998.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -364055.656250 Penalty: 2659.694824
	Iteration 6Q: 3 clusters Score -364055.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -364087.031250 Penalty: 2659.694824
	Iteration 7Q: 3 clusters Score -364087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -364104.031250 Penalty: 2659.694824
	Iteration 8Q: 3 clusters Score -364104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -364117.250000 Penalty: 2659.694824
	Iteration 9Q: 3 clusters Score -364117.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -364129.093750 Penalty: 2659.694824
	Iteration 10Q: 3 clusters Score -364129.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -364137.000000 Penalty: 2659.694824
	Iteration 11Q: 3 clusters Score -364137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -364145.781250 Penalty: 2659.694824
	Iteration 12Q: 3 clusters Score -364145.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -364157.625000 Penalty: 2659.694824
	Iteration 13Q: 3 clusters Score -364157.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -364163.562500 Penalty: 2659.694824
	Iteration 14Q: 3 clusters Score -364163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -364168.593750 Penalty: 2659.694824
	Iteration 15Q: 3 clusters Score -364168.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -364169.250000 Penalty: 2659.694824
	Iteration 16Q: 3 clusters Score -364169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -364170.437500 Penalty: 2659.694824
	Iteration 17Q: 3 clusters Score -364170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -364172.187500 Penalty: 2659.694824
	Iteration 18Q: 3 clusters Score -364172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -364172.750000 Penalty: 2659.694824
	Iteration 19Q: 3 clusters Score -364172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -364173.562500 Penalty: 2659.694824
	Iteration 20F: 3 clusters Score -364173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -364174.531250 Penalty: 2659.694824
	Iteration 21Q: 3 clusters Score -364174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -364175.062500 Penalty: 2659.694824
	Iteration 22Q: 3 clusters Score -364175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -364175.062500 Penalty: 2659.694824
	Iteration 23F: 3 clusters Score -364175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 47893 members 
Mstep: Class 3 contains 130534 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 161130 members 
Mstep: Class 7 contains 3788 members 
Mstep: Class 9 contains 170648 members 
Mstep: Class 10 contains 42829 members 
Mstep: Class 14 contains 69478 members 
Mstep: Class 17 contains 149164 members 
Mstep: Class 18 contains 875 members 
Mstep: Class 19 contains 3245 members 
Mstep: Class 21 contains 52638 members 
Mstep: Class 22 contains 46767 members 
Entering Unmasked Estep 
Score: -93851320.000000 Penalty: 33373.367188
Splitting cluster 18 changes total score from -93851464.000000 to -93851320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -349133.625000 Penalty: 1313.791382
	Iteration 0F: 2 clusters Score -349133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -346259.812500 Penalty: 2627.582764
	Iteration 0F: 3 clusters Score -346259.8 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -346977.218750 Penalty: 2627.582764
	Iteration 1F: 3 clusters Score -346977.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -347124.218750 Penalty: 2627.582764
	Iteration 2F: 3 clusters Score -347124.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -347206.281250 Penalty: 2627.582764
	Iteration 3Q: 3 clusters Score -347206.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -347262.593750 Penalty: 2627.582764
	Iteration 4Q: 3 clusters Score -347262.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -347298.656250 Penalty: 2627.582764
	Iteration 5Q: 3 clusters Score -347298.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -347326.593750 Penalty: 2627.582764
	Iteration 6Q: 3 clusters Score -347326.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -347354.718750 Penalty: 2627.582764
	Iteration 7Q: 3 clusters Score -347354.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -347386.937500 Penalty: 2627.582764
	Iteration 8Q: 3 clusters Score -347386.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -347414.406250 Penalty: 2627.582764
	Iteration 9Q: 3 clusters Score -347414.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -347439.093750 Penalty: 2627.582764
	Iteration 10Q: 3 clusters Score -347439.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -347472.062500 Penalty: 2627.582764
	Iteration 11Q: 3 clusters Score -347472.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -347508.812500 Penalty: 2627.582764
	Iteration 12Q: 3 clusters Score -347508.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -347534.593750 Penalty: 2627.582764
	Iteration 13Q: 3 clusters Score -347534.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -347574.906250 Penalty: 2627.582764
	Iteration 14Q: 3 clusters Score -347574.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -347621.031250 Penalty: 2627.582764
	Iteration 15Q: 3 clusters Score -347621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -347674.781250 Penalty: 2627.582764
	Iteration 16Q: 3 clusters Score -347674.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -347726.093750 Penalty: 2627.582764
	Iteration 17Q: 3 clusters Score -347726.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -347771.625000 Penalty: 2627.582764
	Iteration 18Q: 3 clusters Score -347771.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -347819.750000 Penalty: 2627.582764
	Iteration 19Q: 3 clusters Score -347819.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -347853.031250 Penalty: 2627.582764
	Iteration 20F: 3 clusters Score -347853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -347888.062500 Penalty: 2627.582764
	Iteration 21Q: 3 clusters Score -347888.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -347915.218750 Penalty: 2627.582764
	Iteration 22Q: 3 clusters Score -347915.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -347927.031250 Penalty: 2627.582764
	Iteration 23Q: 3 clusters Score -347927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -347936.937500 Penalty: 2627.582764
	Iteration 24Q: 3 clusters Score -347936.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -347947.062500 Penalty: 2627.582764
	Iteration 25Q: 3 clusters Score -347947.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -347960.812500 Penalty: 2627.582764
	Iteration 26Q: 3 clusters Score -347960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -347967.656250 Penalty: 2627.582764
	Iteration 27Q: 3 clusters Score -347967.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -347972.000000 Penalty: 2627.582764
	Iteration 28Q: 3 clusters Score -347972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -347975.687500 Penalty: 2627.582764
	Iteration 29Q: 3 clusters Score -347975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -347977.875000 Penalty: 2627.582764
	Iteration 30Q: 3 clusters Score -347977.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -347982.875000 Penalty: 2627.582764
	Iteration 31Q: 3 clusters Score -347982.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -347989.625000 Penalty: 2627.582764
	Iteration 32Q: 3 clusters Score -347989.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -347995.218750 Penalty: 2627.582764
	Iteration 33Q: 3 clusters Score -347995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -348000.343750 Penalty: 2627.582764
	Iteration 34Q: 3 clusters Score -348000.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -348004.875000 Penalty: 2627.582764
	Iteration 35Q: 3 clusters Score -348004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -348010.156250 Penalty: 2627.582764
	Iteration 36Q: 3 clusters Score -348010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -348016.625000 Penalty: 2627.582764
	Iteration 37Q: 3 clusters Score -348016.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -348020.781250 Penalty: 2627.582764
	Iteration 38Q: 3 clusters Score -348020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -348024.625000 Penalty: 2627.582764
	Iteration 39Q: 3 clusters Score -348024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -348030.187500 Penalty: 2627.582764
	Iteration 40F: 3 clusters Score -348030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -348031.375000 Penalty: 2627.582764
	Iteration 41Q: 3 clusters Score -348031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -348034.687500 Penalty: 2627.582764
	Iteration 42Q: 3 clusters Score -348034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -348038.000000 Penalty: 2627.582764
	Iteration 43Q: 3 clusters Score -348038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -348041.625000 Penalty: 2627.582764
	Iteration 44Q: 3 clusters Score -348041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -348044.312500 Penalty: 2627.582764
	Iteration 45Q: 3 clusters Score -348044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -348046.968750 Penalty: 2627.582764
	Iteration 46Q: 3 clusters Score -348047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -348049.437500 Penalty: 2627.582764
	Iteration 47Q: 3 clusters Score -348049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -348050.968750 Penalty: 2627.582764
	Iteration 48Q: 3 clusters Score -348051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -348050.968750 Penalty: 2627.582764
	Iteration 49F: 3 clusters Score -348051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Entering Unmasked Estep 
Score: -5775219.000000 Penalty: 1766.568970
	Iteration 0F: 2 clusters Score -5775219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5740063.000000 Penalty: 3533.137939
	Iteration 0F: 3 clusters Score -5740063 nChanged 24632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -5753944.000000 Penalty: 3533.137939
	Iteration 1F: 3 clusters Score -5753944 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5754513.500000 Penalty: 3533.137939
	Iteration 2Q: 3 clusters Score -5754514 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -5755221.500000 Penalty: 3533.137939
	Iteration 3Q: 3 clusters Score -5755222 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5756228.500000 Penalty: 3533.137939
	Iteration 4Q: 3 clusters Score -5756228 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -5757788.500000 Penalty: 3533.137939
	Iteration 5Q: 3 clusters Score -5757788 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -5760244.500000 Penalty: 3533.137939
	Iteration 6F: 3 clusters Score -5760244 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -5763116.500000 Penalty: 3533.137939
	Iteration 7F: 3 clusters Score -5763116 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5765863.000000 Penalty: 3533.137939
	Iteration 8F: 3 clusters Score -5765863 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5767951.500000 Penalty: 3533.137939
	Iteration 9Q: 3 clusters Score -5767952 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -5769346.500000 Penalty: 3533.137939
	Iteration 10Q: 3 clusters Score -5769346 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -5770361.500000 Penalty: 3533.137939
	Iteration 11Q: 3 clusters Score -5770362 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -5771154.000000 Penalty: 3533.137939
	Iteration 12Q: 3 clusters Score -5771154 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -5771744.000000 Penalty: 3533.137939
	Iteration 13Q: 3 clusters Score -5771744 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -5772203.000000 Penalty: 3533.137939
	Iteration 14Q: 3 clusters Score -5772203 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -5772548.000000 Penalty: 3533.137939
	Iteration 15Q: 3 clusters Score -5772548 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -5772829.000000 Penalty: 3533.137939
	Iteration 16Q: 3 clusters Score -5772829 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -5773070.000000 Penalty: 3533.137939
	Iteration 17Q: 3 clusters Score -5773070 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -5773277.000000 Penalty: 3533.137939
	Iteration 18Q: 3 clusters Score -5773277 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -5773390.500000 Penalty: 3533.137939
	Iteration 19Q: 3 clusters Score -5773390 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -5773497.500000 Penalty: 3533.137939
	Iteration 20F: 3 clusters Score -5773498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -5773578.500000 Penalty: 3533.137939
	Iteration 21Q: 3 clusters Score -5773578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -5773653.000000 Penalty: 3533.137939
	Iteration 22Q: 3 clusters Score -5773653 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -5773688.000000 Penalty: 3533.137939
	Iteration 23Q: 3 clusters Score -5773688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -5773715.500000 Penalty: 3533.137939
	Iteration 24Q: 3 clusters Score -5773716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -5773725.000000 Penalty: 3533.137939
	Iteration 25Q: 3 clusters Score -5773725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -5773742.000000 Penalty: 3533.137939
	Iteration 26Q: 3 clusters Score -5773742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -5773754.500000 Penalty: 3533.137939
	Iteration 27Q: 3 clusters Score -5773754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -5773766.000000 Penalty: 3533.137939
	Iteration 28Q: 3 clusters Score -5773766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -5773765.000000 Penalty: 3533.137939
	Iteration 29Q: 3 clusters Score -5773765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -5773764.500000 Penalty: 3533.137939
	Iteration 30Q: 3 clusters Score -5773764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -5773780.000000 Penalty: 3533.137939
	Iteration 31Q: 3 clusters Score -5773780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -5773791.000000 Penalty: 3533.137939
	Iteration 32Q: 3 clusters Score -5773791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -5773794.000000 Penalty: 3533.137939
	Iteration 33Q: 3 clusters Score -5773794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -5773798.000000 Penalty: 3533.137939
	Iteration 34Q: 3 clusters Score -5773798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -5773795.000000 Penalty: 3533.137939
	Iteration 35Q: 3 clusters Score -5773795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -5773797.500000 Penalty: 3533.137939
	Iteration 36Q: 3 clusters Score -5773798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -5773808.000000 Penalty: 3533.137939
	Iteration 37Q: 3 clusters Score -5773808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -5773811.000000 Penalty: 3533.137939
	Iteration 38Q: 3 clusters Score -5773811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -5773809.000000 Penalty: 3533.137939
	Iteration 39Q: 3 clusters Score -5773809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -5773811.500000 Penalty: 3533.137939
	Iteration 40F: 3 clusters Score -5773812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -5773811.500000 Penalty: 3533.137939
	Iteration 41Q: 3 clusters Score -5773812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -5773812.000000 Penalty: 3533.137939
	Iteration 42Q: 3 clusters Score -5773812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -5773816.500000 Penalty: 3533.137939
	Iteration 43Q: 3 clusters Score -5773816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -5773816.000000 Penalty: 3533.137939
	Iteration 44Q: 3 clusters Score -5773816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -5773816.000000 Penalty: 3533.137939
	Iteration 45F: 3 clusters Score -5773816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Entering Unmasked Estep 
Score: -5135591.500000 Penalty: 1747.351685
	Iteration 0F: 2 clusters Score -5135592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5103989.500000 Penalty: 3494.703369
	Iteration 0F: 3 clusters Score -5103990 nChanged 22091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5116710.000000 Penalty: 3494.703369
	Iteration 1F: 3 clusters Score -5116710 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5117442.000000 Penalty: 3494.703369
	Iteration 2Q: 3 clusters Score -5117442 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5118585.000000 Penalty: 3494.703369
	Iteration 3F: 3 clusters Score -5118585 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -5120568.500000 Penalty: 3494.703369
	Iteration 4F: 3 clusters Score -5120568 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -5123432.000000 Penalty: 3494.703369
	Iteration 5F: 3 clusters Score -5123432 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -5126993.000000 Penalty: 3494.703369
	Iteration 6F: 3 clusters Score -5126993 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -5130057.500000 Penalty: 3494.703369
	Iteration 7F: 3 clusters Score -5130058 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5131968.500000 Penalty: 3494.703369
	Iteration 8Q: 3 clusters Score -5131968 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5132968.500000 Penalty: 3494.703369
	Iteration 9Q: 3 clusters Score -5132968 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5133464.000000 Penalty: 3494.703369
	Iteration 10Q: 3 clusters Score -5133464 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5133735.000000 Penalty: 3494.703369
	Iteration 11Q: 3 clusters Score -5133735 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5133878.500000 Penalty: 3494.703369
	Iteration 12Q: 3 clusters Score -5133878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5133961.000000 Penalty: 3494.703369
	Iteration 13Q: 3 clusters Score -5133961 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5134005.500000 Penalty: 3494.703369
	Iteration 14Q: 3 clusters Score -5134006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5134028.000000 Penalty: 3494.703369
	Iteration 15Q: 3 clusters Score -5134028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5134059.000000 Penalty: 3494.703369
	Iteration 16Q: 3 clusters Score -5134059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5134094.000000 Penalty: 3494.703369
	Iteration 17Q: 3 clusters Score -5134094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5134115.500000 Penalty: 3494.703369
	Iteration 18Q: 3 clusters Score -5134116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5134146.500000 Penalty: 3494.703369
	Iteration 19Q: 3 clusters Score -5134146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5134159.000000 Penalty: 3494.703369
	Iteration 20F: 3 clusters Score -5134159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5134174.500000 Penalty: 3494.703369
	Iteration 21Q: 3 clusters Score -5134174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5134196.500000 Penalty: 3494.703369
	Iteration 22Q: 3 clusters Score -5134196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5134203.500000 Penalty: 3494.703369
	Iteration 23Q: 3 clusters Score -5134204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5134212.000000 Penalty: 3494.703369
	Iteration 24Q: 3 clusters Score -5134212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5134225.000000 Penalty: 3494.703369
	Iteration 25Q: 3 clusters Score -5134225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5134228.000000 Penalty: 3494.703369
	Iteration 26Q: 3 clusters Score -5134228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5134235.500000 Penalty: 3494.703369
	Iteration 27Q: 3 clusters Score -5134236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5134234.000000 Penalty: 3494.703369
	Iteration 28Q: 3 clusters Score -5134234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5134235.500000 Penalty: 3494.703369
	Iteration 29Q: 3 clusters Score -5134236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5134238.000000 Penalty: 3494.703369
	Iteration 30Q: 3 clusters Score -5134238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5134241.000000 Penalty: 3494.703369
	Iteration 31Q: 3 clusters Score -5134241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5134244.000000 Penalty: 3494.703369
	Iteration 32Q: 3 clusters Score -5134244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5134244.000000 Penalty: 3494.703369
	Iteration 33Q: 3 clusters Score -5134244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5134244.000000 Penalty: 3494.703369
	Iteration 34F: 3 clusters Score -5134244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 47893 members 
Mstep: Class 3 contains 130534 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 161130 members 
Mstep: Class 7 contains 3788 members 
Mstep: Class 9 contains 170648 members 
Mstep: Class 10 contains 42829 members 
Mstep: Class 14 contains 69478 members 
Mstep: Class 17 contains 149164 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 3245 members 
Mstep: Class 21 contains 52638 members 
Mstep: Class 22 contains 46767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851400.000000 Penalty: 31148.474609
Iteration 79Q: 15 clusters Score -9.38514e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 47940 members 
Mstep: Class 3 contains 129413 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 161377 members 
Mstep: Class 7 contains 3790 members 
Mstep: Class 9 contains 170672 members 
Mstep: Class 10 contains 42819 members 
Mstep: Class 14 contains 69675 members 
Mstep: Class 17 contains 149323 members 
Mstep: Class 18 contains 3581 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 21 contains 53021 members 
Mstep: Class 22 contains 46830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851272.000000 Penalty: 31148.474609
Iteration 80F: 15 clusters Score -9.385127e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 47983 members 
Mstep: Class 3 contains 128284 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 161607 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 9 contains 170707 members 
Mstep: Class 10 contains 42816 members 
Mstep: Class 14 contains 69866 members 
Mstep: Class 17 contains 149490 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 21 contains 53417 members 
Mstep: Class 22 contains 46894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851296.000000 Penalty: 31148.474609
Iteration 81Q: 15 clusters Score -9.38513e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 48013 members 
Mstep: Class 3 contains 127155 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 161867 members 
Mstep: Class 7 contains 3794 members 
Mstep: Class 9 contains 170715 members 
Mstep: Class 10 contains 42811 members 
Mstep: Class 14 contains 70037 members 
Mstep: Class 17 contains 149685 members 
Mstep: Class 18 contains 3581 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 21 contains 53811 members 
Mstep: Class 22 contains 46967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851248.000000 Penalty: 31148.474609
Iteration 82Q: 15 clusters Score -9.385125e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 48041 members 
Mstep: Class 3 contains 126003 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 162116 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 9 contains 170761 members 
Mstep: Class 10 contains 42806 members 
Mstep: Class 14 contains 70224 members 
Mstep: Class 17 contains 149893 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 21 contains 54178 members 
Mstep: Class 22 contains 47035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851584.000000 Penalty: 31148.474609
Iteration 83Q: 15 clusters Score -9.385158e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 48061 members 
Mstep: Class 3 contains 124898 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 162321 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 9 contains 170828 members 
Mstep: Class 10 contains 42808 members 
Mstep: Class 14 contains 70403 members 
Mstep: Class 17 contains 150143 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 21 contains 54522 members 
Mstep: Class 22 contains 47072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851576.000000 Penalty: 31148.474609
Iteration 84Q: 15 clusters Score -9.385158e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 48077 members 
Mstep: Class 3 contains 123810 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 162516 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 9 contains 170920 members 
Mstep: Class 10 contains 42806 members 
Mstep: Class 14 contains 70584 members 
Mstep: Class 17 contains 150381 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 21 contains 54867 members 
Mstep: Class 22 contains 47091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851464.000000 Penalty: 31148.474609
Iteration 85Q: 15 clusters Score -9.385146e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 48103 members 
Mstep: Class 3 contains 122719 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 162697 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 9 contains 171001 members 
Mstep: Class 10 contains 42814 members 
Mstep: Class 14 contains 70744 members 
Mstep: Class 17 contains 150646 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 3262 members 
Mstep: Class 21 contains 55199 members 
Mstep: Class 22 contains 47120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851400.000000 Penalty: 31148.474609
Iteration 86Q: 15 clusters Score -9.38514e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 48132 members 
Mstep: Class 3 contains 121668 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 162927 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 9 contains 171064 members 
Mstep: Class 10 contains 42814 members 
Mstep: Class 14 contains 70899 members 
Mstep: Class 17 contains 150877 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 55505 members 
Mstep: Class 22 contains 47145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851280.000000 Penalty: 31148.474609
Iteration 87Q: 15 clusters Score -9.385128e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 48163 members 
Mstep: Class 3 contains 120667 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 163159 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 9 contains 171097 members 
Mstep: Class 10 contains 42816 members 
Mstep: Class 14 contains 71048 members 
Mstep: Class 17 contains 151101 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 3265 members 
Mstep: Class 21 contains 55811 members 
Mstep: Class 22 contains 47159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851168.000000 Penalty: 31148.474609
Iteration 88Q: 15 clusters Score -9.385117e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 48196 members 
Mstep: Class 3 contains 119659 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 163412 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 9 contains 171132 members 
Mstep: Class 10 contains 42818 members 
Mstep: Class 14 contains 71193 members 
Mstep: Class 17 contains 151339 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 21 contains 56083 members 
Mstep: Class 22 contains 47181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851392.000000 Penalty: 31148.474609
Iteration 89Q: 15 clusters Score -9.385139e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 48216 members 
Mstep: Class 3 contains 118684 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 163649 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 9 contains 171190 members 
Mstep: Class 10 contains 42816 members 
Mstep: Class 14 contains 71318 members 
Mstep: Class 17 contains 151583 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 21 contains 56352 members 
Mstep: Class 22 contains 47205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851352.000000 Penalty: 31148.474609
Iteration 90Q: 15 clusters Score -9.385135e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 48240 members 
Mstep: Class 3 contains 117689 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 163905 members 
Mstep: Class 7 contains 3806 members 
Mstep: Class 9 contains 171243 members 
Mstep: Class 10 contains 42816 members 
Mstep: Class 14 contains 71433 members 
Mstep: Class 17 contains 151835 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 3269 members 
Mstep: Class 21 contains 56619 members 
Mstep: Class 22 contains 47227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851432.000000 Penalty: 31148.474609
Iteration 91Q: 15 clusters Score -9.385143e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 48250 members 
Mstep: Class 3 contains 116682 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 164152 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 9 contains 171306 members 
Mstep: Class 10 contains 42815 members 
Mstep: Class 14 contains 71543 members 
Mstep: Class 17 contains 152107 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 3268 members 
Mstep: Class 21 contains 56883 members 
Mstep: Class 22 contains 47260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851520.000000 Penalty: 31148.474609
Iteration 92Q: 15 clusters Score -9.385152e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 48256 members 
Mstep: Class 3 contains 115710 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 164377 members 
Mstep: Class 7 contains 3815 members 
Mstep: Class 9 contains 171345 members 
Mstep: Class 10 contains 42820 members 
Mstep: Class 14 contains 71639 members 
Mstep: Class 17 contains 152408 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 3269 members 
Mstep: Class 21 contains 57131 members 
Mstep: Class 22 contains 47296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851464.000000 Penalty: 31148.474609
Iteration 93Q: 15 clusters Score -9.385146e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 48263 members 
Mstep: Class 3 contains 114733 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 164608 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 9 contains 171396 members 
Mstep: Class 10 contains 42818 members 
Mstep: Class 14 contains 71743 members 
Mstep: Class 17 contains 152703 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 21 contains 57382 members 
Mstep: Class 22 contains 47324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851392.000000 Penalty: 31148.474609
Iteration 94Q: 15 clusters Score -9.385139e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 48279 members 
Mstep: Class 3 contains 113749 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 164840 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 9 contains 171443 members 
Mstep: Class 10 contains 42815 members 
Mstep: Class 14 contains 71845 members 
Mstep: Class 17 contains 153009 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 21 contains 57613 members 
Mstep: Class 22 contains 47364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851544.000000 Penalty: 31148.474609
Iteration 95Q: 15 clusters Score -9.385154e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 48280 members 
Mstep: Class 3 contains 112776 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 165090 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 9 contains 171481 members 
Mstep: Class 10 contains 42807 members 
Mstep: Class 14 contains 71936 members 
Mstep: Class 17 contains 153333 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 21 contains 57851 members 
Mstep: Class 22 contains 47399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851344.000000 Penalty: 31148.474609
Iteration 96Q: 15 clusters Score -9.385134e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 48269 members 
Mstep: Class 3 contains 111839 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 165362 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 9 contains 171509 members 
Mstep: Class 10 contains 42804 members 
Mstep: Class 14 contains 72018 members 
Mstep: Class 17 contains 153639 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 3268 members 
Mstep: Class 21 contains 58087 members 
Mstep: Class 22 contains 47423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851696.000000 Penalty: 31148.474609
Iteration 97Q: 15 clusters Score -9.38517e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 48271 members 
Mstep: Class 3 contains 110871 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 6 contains 165630 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 9 contains 171529 members 
Mstep: Class 10 contains 42801 members 
Mstep: Class 14 contains 72113 members 
Mstep: Class 17 contains 153969 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 3269 members 
Mstep: Class 21 contains 58310 members 
Mstep: Class 22 contains 47444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851576.000000 Penalty: 31148.474609
Iteration 98Q: 15 clusters Score -9.385158e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 48275 members 
Mstep: Class 3 contains 109914 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 6 contains 165909 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 9 contains 171568 members 
Mstep: Class 10 contains 42806 members 
Mstep: Class 14 contains 72203 members 
Mstep: Class 17 contains 154265 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 21 contains 58531 members 
Mstep: Class 22 contains 47462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851656.000000 Penalty: 31148.474609
Iteration 99Q: 15 clusters Score -9.385166e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 48276 members 
Mstep: Class 3 contains 108959 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 6 contains 166187 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 9 contains 171617 members 
Mstep: Class 10 contains 42799 members 
Mstep: Class 14 contains 72291 members 
Mstep: Class 17 contains 154559 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 3279 members 
Mstep: Class 21 contains 58736 members 
Mstep: Class 22 contains 47490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851704.000000 Penalty: 31148.474609
Iteration 100F: 15 clusters Score -9.38517e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 48280 members 
Mstep: Class 3 contains 107992 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 166456 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 9 contains 171657 members 
Mstep: Class 10 contains 42799 members 
Mstep: Class 14 contains 72389 members 
Mstep: Class 17 contains 154862 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 21 contains 58942 members 
Mstep: Class 22 contains 47533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851848.000000 Penalty: 31148.474609
Iteration 101Q: 15 clusters Score -9.385185e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 48283 members 
Mstep: Class 3 contains 106950 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 166744 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 9 contains 171726 members 
Mstep: Class 10 contains 42798 members 
Mstep: Class 14 contains 72478 members 
Mstep: Class 17 contains 155190 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 3277 members 
Mstep: Class 21 contains 59167 members 
Mstep: Class 22 contains 47571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852016.000000 Penalty: 31148.474609
Iteration 102Q: 15 clusters Score -9.385202e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 48291 members 
Mstep: Class 3 contains 105914 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 6 contains 167025 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 9 contains 171784 members 
Mstep: Class 10 contains 42796 members 
Mstep: Class 14 contains 72562 members 
Mstep: Class 17 contains 155564 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 21 contains 59369 members 
Mstep: Class 22 contains 47596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852048.000000 Penalty: 31148.474609
Iteration 103Q: 15 clusters Score -9.385205e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 48281 members 
Mstep: Class 3 contains 104905 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 6 contains 167306 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 9 contains 171859 members 
Mstep: Class 10 contains 42797 members 
Mstep: Class 14 contains 72626 members 
Mstep: Class 17 contains 155931 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 21 contains 59558 members 
Mstep: Class 22 contains 47622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852056.000000 Penalty: 31148.474609
Iteration 104Q: 15 clusters Score -9.385206e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 48268 members 
Mstep: Class 3 contains 103849 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 167585 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 9 contains 171971 members 
Mstep: Class 10 contains 42794 members 
Mstep: Class 14 contains 72670 members 
Mstep: Class 17 contains 156310 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 21 contains 59760 members 
Mstep: Class 22 contains 47656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852256.000000 Penalty: 31148.474609
Iteration 105Q: 15 clusters Score -9.385226e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 48239 members 
Mstep: Class 3 contains 102772 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 167861 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 9 contains 172048 members 
Mstep: Class 10 contains 42787 members 
Mstep: Class 14 contains 72720 members 
Mstep: Class 17 contains 156757 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 21 contains 59958 members 
Mstep: Class 22 contains 47682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852200.000000 Penalty: 31148.474609
Iteration 106Q: 15 clusters Score -9.38522e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 48217 members 
Mstep: Class 3 contains 101745 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 168139 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 9 contains 172146 members 
Mstep: Class 10 contains 42775 members 
Mstep: Class 14 contains 72756 members 
Mstep: Class 17 contains 157186 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 3322 members 
Mstep: Class 21 contains 60130 members 
Mstep: Class 22 contains 47712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852224.000000 Penalty: 31148.474609
Iteration 107Q: 15 clusters Score -9.385222e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 48200 members 
Mstep: Class 3 contains 100760 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 168400 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 9 contains 172238 members 
Mstep: Class 10 contains 42772 members 
Mstep: Class 14 contains 72798 members 
Mstep: Class 17 contains 157582 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 3339 members 
Mstep: Class 21 contains 60307 members 
Mstep: Class 22 contains 47724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852520.000000 Penalty: 31148.474609
Iteration 108Q: 15 clusters Score -9.385252e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 48178 members 
Mstep: Class 3 contains 99781 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 168659 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 9 contains 172319 members 
Mstep: Class 10 contains 42766 members 
Mstep: Class 14 contains 72847 members 
Mstep: Class 17 contains 158001 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 3359 members 
Mstep: Class 21 contains 60487 members 
Mstep: Class 22 contains 47714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852624.000000 Penalty: 31148.474609
Iteration 109Q: 15 clusters Score -9.385262e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 48162 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 168950 members 
Mstep: Class 7 contains 3860 members 
Mstep: Class 9 contains 172349 members 
Mstep: Class 10 contains 42762 members 
Mstep: Class 14 contains 72896 members 
Mstep: Class 17 contains 158403 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 21 contains 60662 members 
Mstep: Class 22 contains 47723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852528.000000 Penalty: 31148.474609
Iteration 110Q: 15 clusters Score -9.385253e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 48144 members 
Mstep: Class 3 contains 97883 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 169293 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 9 contains 172396 members 
Mstep: Class 10 contains 42755 members 
Mstep: Class 14 contains 72934 members 
Mstep: Class 17 contains 158769 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 21 contains 60818 members 
Mstep: Class 22 contains 47719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852816.000000 Penalty: 31148.474609
Iteration 111Q: 15 clusters Score -9.385282e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 48126 members 
Mstep: Class 3 contains 96925 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 6 contains 169622 members 
Mstep: Class 7 contains 3868 members 
Mstep: Class 9 contains 172455 members 
Mstep: Class 10 contains 42752 members 
Mstep: Class 14 contains 72978 members 
Mstep: Class 17 contains 159128 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 21 contains 60986 members 
Mstep: Class 22 contains 47723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852864.000000 Penalty: 31148.474609
Iteration 112Q: 15 clusters Score -9.385286e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 48100 members 
Mstep: Class 3 contains 96019 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 6 contains 169925 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 9 contains 172499 members 
Mstep: Class 10 contains 42753 members 
Mstep: Class 14 contains 73009 members 
Mstep: Class 17 contains 159512 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 21 contains 61144 members 
Mstep: Class 22 contains 47728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853056.000000 Penalty: 31148.474609
Iteration 113Q: 15 clusters Score -9.385306e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 48061 members 
Mstep: Class 3 contains 95110 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 6 contains 170275 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 9 contains 172541 members 
Mstep: Class 10 contains 42749 members 
Mstep: Class 14 contains 73060 members 
Mstep: Class 17 contains 159920 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 3381 members 
Mstep: Class 21 contains 61278 members 
Mstep: Class 22 contains 47693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853032.000000 Penalty: 31148.474609
Iteration 114Q: 15 clusters Score -9.385303e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 48013 members 
Mstep: Class 3 contains 94173 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 6 contains 170614 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 9 contains 172568 members 
Mstep: Class 10 contains 42755 members 
Mstep: Class 14 contains 73112 members 
Mstep: Class 17 contains 160372 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 21 contains 61411 members 
Mstep: Class 22 contains 47657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852936.000000 Penalty: 31148.474609
Iteration 115Q: 15 clusters Score -9.385294e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 47968 members 
Mstep: Class 3 contains 93313 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 6 contains 170888 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 9 contains 172569 members 
Mstep: Class 10 contains 42765 members 
Mstep: Class 14 contains 73157 members 
Mstep: Class 17 contains 160829 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 21 contains 61543 members 
Mstep: Class 22 contains 47630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852896.000000 Penalty: 31148.474609
Iteration 116Q: 15 clusters Score -9.38529e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 47910 members 
Mstep: Class 3 contains 92511 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 6 contains 171120 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 9 contains 172590 members 
Mstep: Class 10 contains 42760 members 
Mstep: Class 14 contains 73166 members 
Mstep: Class 17 contains 161290 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 21 contains 61683 members 
Mstep: Class 22 contains 47616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852776.000000 Penalty: 31148.474609
Iteration 117Q: 15 clusters Score -9.385278e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 47855 members 
Mstep: Class 3 contains 91729 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 6 contains 171321 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 9 contains 172643 members 
Mstep: Class 10 contains 42756 members 
Mstep: Class 14 contains 73149 members 
Mstep: Class 17 contains 161734 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 21 contains 61831 members 
Mstep: Class 22 contains 47611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852672.000000 Penalty: 31148.474609
Iteration 118Q: 15 clusters Score -9.385267e+07 nChanged 1614
Entering ConstructFrom: 
Score: -93852672.000000 Penalty: 31148.474609
Entering ConstructFrom: 
Trying to split cluster 1 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -189791.515625 Penalty: 1212.796509
	Iteration 0F: 2 clusters Score -189791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -187846.093750 Penalty: 2425.593018
	Iteration 0F: 3 clusters Score -187846.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -188265.187500 Penalty: 2425.593018
	Iteration 1F: 3 clusters Score -188265.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188370.781250 Penalty: 2425.593018
	Iteration 2F: 3 clusters Score -188370.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -188443.250000 Penalty: 2425.593018
	Iteration 3Q: 3 clusters Score -188443.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188484.781250 Penalty: 2425.593018
	Iteration 4Q: 3 clusters Score -188484.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -188509.093750 Penalty: 2425.593018
	Iteration 5Q: 3 clusters Score -188509.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -188526.765625 Penalty: 2425.593018
	Iteration 6Q: 3 clusters Score -188526.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -188545.734375 Penalty: 2425.593018
	Iteration 7Q: 3 clusters Score -188545.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -188559.265625 Penalty: 2425.593018
	Iteration 8Q: 3 clusters Score -188559.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -188575.671875 Penalty: 2425.593018
	Iteration 9Q: 3 clusters Score -188575.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -188586.921875 Penalty: 2425.593018
	Iteration 10Q: 3 clusters Score -188586.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -188597.234375 Penalty: 2425.593018
	Iteration 11Q: 3 clusters Score -188597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -188603.328125 Penalty: 2425.593018
	Iteration 12Q: 3 clusters Score -188603.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188609.296875 Penalty: 2425.593018
	Iteration 13Q: 3 clusters Score -188609.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -188614.546875 Penalty: 2425.593018
	Iteration 14Q: 3 clusters Score -188614.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -188618.203125 Penalty: 2425.593018
	Iteration 15Q: 3 clusters Score -188618.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -188621.703125 Penalty: 2425.593018
	Iteration 16Q: 3 clusters Score -188621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -188623.156250 Penalty: 2425.593018
	Iteration 17Q: 3 clusters Score -188623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -188625.406250 Penalty: 2425.593018
	Iteration 18Q: 3 clusters Score -188625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188629.125000 Penalty: 2425.593018
	Iteration 19Q: 3 clusters Score -188629.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -188631.703125 Penalty: 2425.593018
	Iteration 20F: 3 clusters Score -188631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -188633.937500 Penalty: 2425.593018
	Iteration 21Q: 3 clusters Score -188633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -188635.843750 Penalty: 2425.593018
	Iteration 22Q: 3 clusters Score -188635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188636.593750 Penalty: 2425.593018
	Iteration 23Q: 3 clusters Score -188636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188638.296875 Penalty: 2425.593018
	Iteration 24Q: 3 clusters Score -188638.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188639.734375 Penalty: 2425.593018
	Iteration 25Q: 3 clusters Score -188639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -188643.015625 Penalty: 2425.593018
	Iteration 26Q: 3 clusters Score -188643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -188644.687500 Penalty: 2425.593018
	Iteration 27Q: 3 clusters Score -188644.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188645.468750 Penalty: 2425.593018
	Iteration 28Q: 3 clusters Score -188645.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188647.234375 Penalty: 2425.593018
	Iteration 29Q: 3 clusters Score -188647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -188648.937500 Penalty: 2425.593018
	Iteration 30Q: 3 clusters Score -188648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188650.468750 Penalty: 2425.593018
	Iteration 31Q: 3 clusters Score -188650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188652.140625 Penalty: 2425.593018
	Iteration 32Q: 3 clusters Score -188652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188655.343750 Penalty: 2425.593018
	Iteration 33Q: 3 clusters Score -188655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188660.203125 Penalty: 2425.593018
	Iteration 34Q: 3 clusters Score -188660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188664.500000 Penalty: 2425.593018
	Iteration 35Q: 3 clusters Score -188664.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188667.015625 Penalty: 2425.593018
	Iteration 36Q: 3 clusters Score -188667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -188668.578125 Penalty: 2425.593018
	Iteration 37Q: 3 clusters Score -188668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -188669.171875 Penalty: 2425.593018
	Iteration 38Q: 3 clusters Score -188669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -188669.171875 Penalty: 2425.593018
	Iteration 39F: 3 clusters Score -188669.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Entering Unmasked Estep 
Score: -5035119.500000 Penalty: 1750.946167
	Iteration 0F: 2 clusters Score -5035120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -5003231.500000 Penalty: 3501.892334
	Iteration 0F: 3 clusters Score -5003232 nChanged 22283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5015891.500000 Penalty: 3501.892334
	Iteration 1F: 3 clusters Score -5015892 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -5016985.500000 Penalty: 3501.892334
	Iteration 2F: 3 clusters Score -5016986 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -5018734.000000 Penalty: 3501.892334
	Iteration 3F: 3 clusters Score -5018734 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5021439.000000 Penalty: 3501.892334
	Iteration 4F: 3 clusters Score -5021439 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -5024666.500000 Penalty: 3501.892334
	Iteration 5F: 3 clusters Score -5024666 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5027269.500000 Penalty: 3501.892334
	Iteration 6F: 3 clusters Score -5027270 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5028698.500000 Penalty: 3501.892334
	Iteration 7Q: 3 clusters Score -5028698 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5029642.000000 Penalty: 3501.892334
	Iteration 8Q: 3 clusters Score -5029642 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5030476.000000 Penalty: 3501.892334
	Iteration 9Q: 3 clusters Score -5030476 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -5031401.500000 Penalty: 3501.892334
	Iteration 10Q: 3 clusters Score -5031402 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5032377.500000 Penalty: 3501.892334
	Iteration 11Q: 3 clusters Score -5032378 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -5033157.000000 Penalty: 3501.892334
	Iteration 12Q: 3 clusters Score -5033157 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -5033658.000000 Penalty: 3501.892334
	Iteration 13Q: 3 clusters Score -5033658 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -5033808.000000 Penalty: 3501.892334
	Iteration 14Q: 3 clusters Score -5033808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -5033869.500000 Penalty: 3501.892334
	Iteration 15Q: 3 clusters Score -5033870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -5033902.500000 Penalty: 3501.892334
	Iteration 16Q: 3 clusters Score -5033902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -5033921.500000 Penalty: 3501.892334
	Iteration 17Q: 3 clusters Score -5033922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -5033924.000000 Penalty: 3501.892334
	Iteration 18Q: 3 clusters Score -5033924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -5033939.500000 Penalty: 3501.892334
	Iteration 19Q: 3 clusters Score -5033940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -5033939.500000 Penalty: 3501.892334
	Iteration 20F: 3 clusters Score -5033940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -5033947.500000 Penalty: 3501.892334
	Iteration 21Q: 3 clusters Score -5033948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -5033951.000000 Penalty: 3501.892334
	Iteration 22Q: 3 clusters Score -5033951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -5033948.000000 Penalty: 3501.892334
	Iteration 23Q: 3 clusters Score -5033948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -5033948.000000 Penalty: 3501.892334
	Iteration 24Q: 3 clusters Score -5033948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -5033950.500000 Penalty: 3501.892334
	Iteration 25Q: 3 clusters Score -5033950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5033955.000000 Penalty: 3501.892334
	Iteration 26Q: 3 clusters Score -5033955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5033955.000000 Penalty: 3501.892334
	Iteration 27F: 3 clusters Score -5033955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Entering Unmasked Estep 
Score: -9910850.000000 Penalty: 1855.467773
	Iteration 0F: 2 clusters Score -9910850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -9849858.000000 Penalty: 3710.935547
	Iteration 0F: 3 clusters Score -9849858 nChanged 43481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -9875642.000000 Penalty: 3710.935547
	Iteration 1F: 3 clusters Score -9875642 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -9876956.000000 Penalty: 3710.935547
	Iteration 2Q: 3 clusters Score -9876956 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -9879412.000000 Penalty: 3710.935547
	Iteration 3F: 3 clusters Score -9879412 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -9883770.000000 Penalty: 3710.935547
	Iteration 4F: 3 clusters Score -9883770 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -9890657.000000 Penalty: 3710.935547
	Iteration 5F: 3 clusters Score -9890657 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -9898301.000000 Penalty: 3710.935547
	Iteration 6F: 3 clusters Score -9898301 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -9904121.000000 Penalty: 3710.935547
	Iteration 7F: 3 clusters Score -9904121 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -9906986.000000 Penalty: 3710.935547
	Iteration 8Q: 3 clusters Score -9906986 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -9908152.000000 Penalty: 3710.935547
	Iteration 9Q: 3 clusters Score -9908152 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 88558 members 
Entering Unmasked Estep 
Score: -9908655.000000 Penalty: 3710.935547
	Iteration 10Q: 3 clusters Score -9908655 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -9908887.000000 Penalty: 3710.935547
	Iteration 11Q: 3 clusters Score -9908887 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -9909060.000000 Penalty: 3710.935547
	Iteration 12Q: 3 clusters Score -9909060 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -9909166.000000 Penalty: 3710.935547
	Iteration 13Q: 3 clusters Score -9909166 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -9909218.000000 Penalty: 3710.935547
	Iteration 14Q: 3 clusters Score -9909218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -9909257.000000 Penalty: 3710.935547
	Iteration 15Q: 3 clusters Score -9909257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -9909292.000000 Penalty: 3710.935547
	Iteration 16Q: 3 clusters Score -9909292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -9909331.000000 Penalty: 3710.935547
	Iteration 17Q: 3 clusters Score -9909331 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -9909353.000000 Penalty: 3710.935547
	Iteration 18Q: 3 clusters Score -9909353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -9909372.000000 Penalty: 3710.935547
	Iteration 19Q: 3 clusters Score -9909372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -9909374.000000 Penalty: 3710.935547
	Iteration 20F: 3 clusters Score -9909374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -9909395.000000 Penalty: 3710.935547
	Iteration 21Q: 3 clusters Score -9909395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -9909401.000000 Penalty: 3710.935547
	Iteration 22Q: 3 clusters Score -9909401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -9909388.000000 Penalty: 3710.935547
	Iteration 23Q: 3 clusters Score -9909388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -9909397.000000 Penalty: 3710.935547
	Iteration 24Q: 3 clusters Score -9909397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -9909396.000000 Penalty: 3710.935547
	Iteration 25Q: 3 clusters Score -9909396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -9909405.000000 Penalty: 3710.935547
	Iteration 26Q: 3 clusters Score -9909405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -9909397.000000 Penalty: 3710.935547
	Iteration 27Q: 3 clusters Score -9909397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 90126 members 
Entering Unmasked Estep 
Score: -9909409.000000 Penalty: 3710.935547
	Iteration 28Q: 3 clusters Score -9909409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -9909406.000000 Penalty: 3710.935547
	Iteration 29Q: 3 clusters Score -9909406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -9909402.000000 Penalty: 3710.935547
	Iteration 30Q: 3 clusters Score -9909402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -9909391.000000 Penalty: 3710.935547
	Iteration 31Q: 3 clusters Score -9909391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -9909408.000000 Penalty: 3710.935547
	Iteration 32Q: 3 clusters Score -9909408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 90159 members 
Entering Unmasked Estep 
Score: -9909405.000000 Penalty: 3710.935547
	Iteration 33Q: 3 clusters Score -9909405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 90167 members 
Entering Unmasked Estep 
Score: -9909414.000000 Penalty: 3710.935547
	Iteration 34Q: 3 clusters Score -9909414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -9909412.000000 Penalty: 3710.935547
	Iteration 35Q: 3 clusters Score -9909412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -9909414.000000 Penalty: 3710.935547
	Iteration 36Q: 3 clusters Score -9909414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -9909416.000000 Penalty: 3710.935547
	Iteration 37Q: 3 clusters Score -9909416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -9909416.000000 Penalty: 3710.935547
	Iteration 38F: 3 clusters Score -9909416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -30303.886719 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -30303.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29466.416016 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -29466.42 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29614.068359 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -29614.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29679.525391 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -29679.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29732.390625 Penalty: 1896.313477
	Iteration 3Q: 3 clusters Score -29732.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29753.294922 Penalty: 1896.313477
	Iteration 4Q: 3 clusters Score -29753.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29760.470703 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -29760.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29771.031250 Penalty: 1896.313477
	Iteration 6Q: 3 clusters Score -29771.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29777.818359 Penalty: 1896.313477
	Iteration 7Q: 3 clusters Score -29777.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29781.437500 Penalty: 1896.313477
	Iteration 8Q: 3 clusters Score -29781.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29781.437500 Penalty: 1896.313477
	Iteration 9F: 3 clusters Score -29781.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (171508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171508 members 
Entering Unmasked Estep 
Score: -18570480.000000 Penalty: 1958.512573
	Iteration 0F: 2 clusters Score -1.857048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -18455956.000000 Penalty: 3917.025146
	Iteration 0F: 3 clusters Score -1.845596e+07 nChanged 82870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -18505130.000000 Penalty: 3917.025146
	Iteration 1F: 3 clusters Score -1.850513e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -18506742.000000 Penalty: 3917.025146
	Iteration 2Q: 3 clusters Score -1.850674e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100417 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -18509344.000000 Penalty: 3917.025146
	Iteration 3Q: 3 clusters Score -1.850934e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108392 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -18514160.000000 Penalty: 3917.025146
	Iteration 4F: 3 clusters Score -1.851416e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -18522380.000000 Penalty: 3917.025146
	Iteration 5F: 3 clusters Score -1.852238e+07 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133326 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -18534060.000000 Penalty: 3917.025146
	Iteration 6F: 3 clusters Score -1.853406e+07 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -18546948.000000 Penalty: 3917.025146
	Iteration 7F: 3 clusters Score -1.854695e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159049 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -18557636.000000 Penalty: 3917.025146
	Iteration 8F: 3 clusters Score -1.855764e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166017 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -18564014.000000 Penalty: 3917.025146
	Iteration 9Q: 3 clusters Score -1.856401e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169251 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -18566888.000000 Penalty: 3917.025146
	Iteration 10Q: 3 clusters Score -1.856689e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170537 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18567946.000000 Penalty: 3917.025146
	Iteration 11Q: 3 clusters Score -1.856795e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170997 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18568422.000000 Penalty: 3917.025146
	Iteration 12Q: 3 clusters Score -1.856842e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171159 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18568576.000000 Penalty: 3917.025146
	Iteration 13Q: 3 clusters Score -1.856858e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171214 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18568654.000000 Penalty: 3917.025146
	Iteration 14Q: 3 clusters Score -1.856865e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18568712.000000 Penalty: 3917.025146
	Iteration 15Q: 3 clusters Score -1.856871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18568736.000000 Penalty: 3917.025146
	Iteration 16Q: 3 clusters Score -1.856874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18568764.000000 Penalty: 3917.025146
	Iteration 17Q: 3 clusters Score -1.856876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18568760.000000 Penalty: 3917.025146
	Iteration 18Q: 3 clusters Score -1.856876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18568758.000000 Penalty: 3917.025146
	Iteration 19Q: 3 clusters Score -1.856876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18568772.000000 Penalty: 3917.025146
	Iteration 20F: 3 clusters Score -1.856877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18568770.000000 Penalty: 3917.025146
	Iteration 21Q: 3 clusters Score -1.856877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18568770.000000 Penalty: 3917.025146
	Iteration 22F: 3 clusters Score -1.856877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -396214.187500 Penalty: 1342.875366
	Iteration 0F: 2 clusters Score -396214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -392938.218750 Penalty: 2685.750732
	Iteration 0F: 3 clusters Score -392938.2 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -393794.281250 Penalty: 2685.750732
	Iteration 1F: 3 clusters Score -393794.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -393993.406250 Penalty: 2685.750732
	Iteration 2F: 3 clusters Score -393993.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -394166.000000 Penalty: 2685.750732
	Iteration 3F: 3 clusters Score -394166 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -394358.375000 Penalty: 2685.750732
	Iteration 4Q: 3 clusters Score -394358.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -394555.875000 Penalty: 2685.750732
	Iteration 5F: 3 clusters Score -394555.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -394760.812500 Penalty: 2685.750732
	Iteration 6F: 3 clusters Score -394760.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -394911.750000 Penalty: 2685.750732
	Iteration 7F: 3 clusters Score -394911.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -395039.468750 Penalty: 2685.750732
	Iteration 8Q: 3 clusters Score -395039.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -395174.625000 Penalty: 2685.750732
	Iteration 9Q: 3 clusters Score -395174.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -395292.187500 Penalty: 2685.750732
	Iteration 10Q: 3 clusters Score -395292.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -395395.562500 Penalty: 2685.750732
	Iteration 11Q: 3 clusters Score -395395.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -395467.875000 Penalty: 2685.750732
	Iteration 12Q: 3 clusters Score -395467.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -395517.343750 Penalty: 2685.750732
	Iteration 13Q: 3 clusters Score -395517.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -395552.031250 Penalty: 2685.750732
	Iteration 14Q: 3 clusters Score -395552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -395580.500000 Penalty: 2685.750732
	Iteration 15Q: 3 clusters Score -395580.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -395598.531250 Penalty: 2685.750732
	Iteration 16Q: 3 clusters Score -395598.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -395613.062500 Penalty: 2685.750732
	Iteration 17Q: 3 clusters Score -395613.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -395624.375000 Penalty: 2685.750732
	Iteration 18Q: 3 clusters Score -395624.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -395632.906250 Penalty: 2685.750732
	Iteration 19Q: 3 clusters Score -395632.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -395640.125000 Penalty: 2685.750732
	Iteration 20F: 3 clusters Score -395640.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -395642.000000 Penalty: 2685.750732
	Iteration 21Q: 3 clusters Score -395642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -395644.281250 Penalty: 2685.750732
	Iteration 22Q: 3 clusters Score -395644.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -395646.500000 Penalty: 2685.750732
	Iteration 23Q: 3 clusters Score -395646.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -395649.312500 Penalty: 2685.750732
	Iteration 24Q: 3 clusters Score -395649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -395652.687500 Penalty: 2685.750732
	Iteration 25Q: 3 clusters Score -395652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -395654.250000 Penalty: 2685.750732
	Iteration 26Q: 3 clusters Score -395654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -395655.937500 Penalty: 2685.750732
	Iteration 27Q: 3 clusters Score -395655.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -395659.875000 Penalty: 2685.750732
	Iteration 28Q: 3 clusters Score -395659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -395663.406250 Penalty: 2685.750732
	Iteration 29Q: 3 clusters Score -395663.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -395667.593750 Penalty: 2685.750732
	Iteration 30Q: 3 clusters Score -395667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -395667.781250 Penalty: 2685.750732
	Iteration 31Q: 3 clusters Score -395667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -395669.562500 Penalty: 2685.750732
	Iteration 32Q: 3 clusters Score -395669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -395672.187500 Penalty: 2685.750732
	Iteration 33Q: 3 clusters Score -395672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -395675.781250 Penalty: 2685.750732
	Iteration 34Q: 3 clusters Score -395675.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -395679.656250 Penalty: 2685.750732
	Iteration 35Q: 3 clusters Score -395679.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -395684.062500 Penalty: 2685.750732
	Iteration 36Q: 3 clusters Score -395684.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -395690.031250 Penalty: 2685.750732
	Iteration 37Q: 3 clusters Score -395690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -395693.343750 Penalty: 2685.750732
	Iteration 38Q: 3 clusters Score -395693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -395695.968750 Penalty: 2685.750732
	Iteration 39Q: 3 clusters Score -395696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -395696.750000 Penalty: 2685.750732
	Iteration 40F: 3 clusters Score -395696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -395697.312500 Penalty: 2685.750732
	Iteration 41Q: 3 clusters Score -395697.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -395699.875000 Penalty: 2685.750732
	Iteration 42Q: 3 clusters Score -395699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -395701.406250 Penalty: 2685.750732
	Iteration 43Q: 3 clusters Score -395701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -395702.125000 Penalty: 2685.750732
	Iteration 44Q: 3 clusters Score -395702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -395703.375000 Penalty: 2685.750732
	Iteration 45Q: 3 clusters Score -395703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -395706.000000 Penalty: 2685.750732
	Iteration 46Q: 3 clusters Score -395706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -395710.250000 Penalty: 2685.750732
	Iteration 47Q: 3 clusters Score -395710.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -395714.531250 Penalty: 2685.750732
	Iteration 48Q: 3 clusters Score -395714.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -395718.468750 Penalty: 2685.750732
	Iteration 49Q: 3 clusters Score -395718.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -395720.718750 Penalty: 2685.750732
	Iteration 50Q: 3 clusters Score -395720.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -395723.500000 Penalty: 2685.750732
	Iteration 51Q: 3 clusters Score -395723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -395725.812500 Penalty: 2685.750732
	Iteration 52Q: 3 clusters Score -395725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -395727.250000 Penalty: 2685.750732
	Iteration 53Q: 3 clusters Score -395727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -395727.656250 Penalty: 2685.750732
	Iteration 54Q: 3 clusters Score -395727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -395729.031250 Penalty: 2685.750732
	Iteration 55Q: 3 clusters Score -395729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -395729.843750 Penalty: 2685.750732
	Iteration 56Q: 3 clusters Score -395729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -395730.343750 Penalty: 2685.750732
	Iteration 57Q: 3 clusters Score -395730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -395730.718750 Penalty: 2685.750732
	Iteration 58Q: 3 clusters Score -395730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -395731.125000 Penalty: 2685.750732
	Iteration 59Q: 3 clusters Score -395731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -395731.937500 Penalty: 2685.750732
	Iteration 60F: 3 clusters Score -395731.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172672 members 
Entering Unmasked Estep 
Score: -18732874.000000 Penalty: 1959.611694
	Iteration 0F: 2 clusters Score -1.873287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -18619232.000000 Penalty: 3919.223389
	Iteration 0F: 3 clusters Score -1.861923e+07 nChanged 83412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -18669568.000000 Penalty: 3919.223389
	Iteration 1F: 3 clusters Score -1.866957e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -18671940.000000 Penalty: 3919.223389
	Iteration 2Q: 3 clusters Score -1.867194e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -18675828.000000 Penalty: 3919.223389
	Iteration 3Q: 3 clusters Score -1.867583e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115930 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -18682744.000000 Penalty: 3919.223389
	Iteration 4F: 3 clusters Score -1.868274e+07 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129080 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -18693712.000000 Penalty: 3919.223389
	Iteration 5F: 3 clusters Score -1.869371e+07 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -18706414.000000 Penalty: 3919.223389
	Iteration 6F: 3 clusters Score -1.870641e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -18717276.000000 Penalty: 3919.223389
	Iteration 7F: 3 clusters Score -1.871728e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -18724154.000000 Penalty: 3919.223389
	Iteration 8Q: 3 clusters Score -1.872415e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166941 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -18727956.000000 Penalty: 3919.223389
	Iteration 9Q: 3 clusters Score -1.872796e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -18729856.000000 Penalty: 3919.223389
	Iteration 10Q: 3 clusters Score -1.872986e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18730524.000000 Penalty: 3919.223389
	Iteration 11Q: 3 clusters Score -1.873052e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171455 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18730860.000000 Penalty: 3919.223389
	Iteration 12Q: 3 clusters Score -1.873086e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171765 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -18731032.000000 Penalty: 3919.223389
	Iteration 13Q: 3 clusters Score -1.873103e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171912 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -18731128.000000 Penalty: 3919.223389
	Iteration 14Q: 3 clusters Score -1.873113e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171997 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18731192.000000 Penalty: 3919.223389
	Iteration 15Q: 3 clusters Score -1.873119e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172058 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18731262.000000 Penalty: 3919.223389
	Iteration 16Q: 3 clusters Score -1.873126e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18731316.000000 Penalty: 3919.223389
	Iteration 17Q: 3 clusters Score -1.873132e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172114 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -18731342.000000 Penalty: 3919.223389
	Iteration 18Q: 3 clusters Score -1.873134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -18731374.000000 Penalty: 3919.223389
	Iteration 19Q: 3 clusters Score -1.873137e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172133 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -18731396.000000 Penalty: 3919.223389
	Iteration 20F: 3 clusters Score -1.87314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172144 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -18731412.000000 Penalty: 3919.223389
	Iteration 21Q: 3 clusters Score -1.873141e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172152 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18731396.000000 Penalty: 3919.223389
	Iteration 22Q: 3 clusters Score -1.87314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172153 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18731418.000000 Penalty: 3919.223389
	Iteration 23Q: 3 clusters Score -1.873142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172149 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18731420.000000 Penalty: 3919.223389
	Iteration 24Q: 3 clusters Score -1.873142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172162 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18731444.000000 Penalty: 3919.223389
	Iteration 25Q: 3 clusters Score -1.873144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172169 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18731460.000000 Penalty: 3919.223389
	Iteration 26Q: 3 clusters Score -1.873146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172172 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18731476.000000 Penalty: 3919.223389
	Iteration 27Q: 3 clusters Score -1.873148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172169 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18731462.000000 Penalty: 3919.223389
	Iteration 28Q: 3 clusters Score -1.873146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172168 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18731468.000000 Penalty: 3919.223389
	Iteration 29Q: 3 clusters Score -1.873147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172167 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18731474.000000 Penalty: 3919.223389
	Iteration 30Q: 3 clusters Score -1.873147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172165 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -18731468.000000 Penalty: 3919.223389
	Iteration 31Q: 3 clusters Score -1.873147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -18731476.000000 Penalty: 3919.223389
	Iteration 32Q: 3 clusters Score -1.873148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172163 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -18731482.000000 Penalty: 3919.223389
	Iteration 33Q: 3 clusters Score -1.873148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172161 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18731494.000000 Penalty: 3919.223389
	Iteration 34Q: 3 clusters Score -1.873149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -18731514.000000 Penalty: 3919.223389
	Iteration 35Q: 3 clusters Score -1.873151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172153 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18731526.000000 Penalty: 3919.223389
	Iteration 36Q: 3 clusters Score -1.873153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -18731522.000000 Penalty: 3919.223389
	Iteration 37Q: 3 clusters Score -1.873152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -18731518.000000 Penalty: 3919.223389
	Iteration 38Q: 3 clusters Score -1.873152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -18731522.000000 Penalty: 3919.223389
	Iteration 39Q: 3 clusters Score -1.873152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172158 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -18731524.000000 Penalty: 3919.223389
	Iteration 40F: 3 clusters Score -1.873152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -18731530.000000 Penalty: 3919.223389
	Iteration 41Q: 3 clusters Score -1.873153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -18731532.000000 Penalty: 3919.223389
	Iteration 42Q: 3 clusters Score -1.873153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172154 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18731528.000000 Penalty: 3919.223389
	Iteration 43Q: 3 clusters Score -1.873153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172153 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18731526.000000 Penalty: 3919.223389
	Iteration 44Q: 3 clusters Score -1.873153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172153 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18731526.000000 Penalty: 3919.223389
	Iteration 45F: 3 clusters Score -1.873153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Entering Unmasked Estep 
Score: -4553125.500000 Penalty: 1732.780640
	Iteration 0F: 2 clusters Score -4553126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4524342.500000 Penalty: 3465.561279
	Iteration 0F: 3 clusters Score -4524342 nChanged 19982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4535801.000000 Penalty: 3465.561279
	Iteration 1F: 3 clusters Score -4535801 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4536286.000000 Penalty: 3465.561279
	Iteration 2Q: 3 clusters Score -4536286 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4536708.000000 Penalty: 3465.561279
	Iteration 3Q: 3 clusters Score -4536708 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4537102.500000 Penalty: 3465.561279
	Iteration 4Q: 3 clusters Score -4537102 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4537592.000000 Penalty: 3465.561279
	Iteration 5Q: 3 clusters Score -4537592 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4538236.500000 Penalty: 3465.561279
	Iteration 6Q: 3 clusters Score -4538236 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -4539103.000000 Penalty: 3465.561279
	Iteration 7Q: 3 clusters Score -4539103 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4540286.000000 Penalty: 3465.561279
	Iteration 8Q: 3 clusters Score -4540286 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -4542007.500000 Penalty: 3465.561279
	Iteration 9F: 3 clusters Score -4542008 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4544127.000000 Penalty: 3465.561279
	Iteration 10F: 3 clusters Score -4544127 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4546192.500000 Penalty: 3465.561279
	Iteration 11F: 3 clusters Score -4546192 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4547974.500000 Penalty: 3465.561279
	Iteration 12Q: 3 clusters Score -4547974 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4549365.000000 Penalty: 3465.561279
	Iteration 13Q: 3 clusters Score -4549365 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4550336.500000 Penalty: 3465.561279
	Iteration 14Q: 3 clusters Score -4550336 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4551007.000000 Penalty: 3465.561279
	Iteration 15Q: 3 clusters Score -4551007 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4551338.500000 Penalty: 3465.561279
	Iteration 16Q: 3 clusters Score -4551338 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4551462.000000 Penalty: 3465.561279
	Iteration 17Q: 3 clusters Score -4551462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4551528.500000 Penalty: 3465.561279
	Iteration 18Q: 3 clusters Score -4551528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4551558.500000 Penalty: 3465.561279
	Iteration 19Q: 3 clusters Score -4551558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4551588.000000 Penalty: 3465.561279
	Iteration 20F: 3 clusters Score -4551588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4551603.500000 Penalty: 3465.561279
	Iteration 21Q: 3 clusters Score -4551604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4551616.500000 Penalty: 3465.561279
	Iteration 22Q: 3 clusters Score -4551616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4551619.500000 Penalty: 3465.561279
	Iteration 23Q: 3 clusters Score -4551620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4551621.500000 Penalty: 3465.561279
	Iteration 24Q: 3 clusters Score -4551622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4551627.500000 Penalty: 3465.561279
	Iteration 25Q: 3 clusters Score -4551628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4551629.500000 Penalty: 3465.561279
	Iteration 26Q: 3 clusters Score -4551630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4551631.500000 Penalty: 3465.561279
	Iteration 27Q: 3 clusters Score -4551632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4551631.500000 Penalty: 3465.561279
	Iteration 28F: 3 clusters Score -4551632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Entering Unmasked Estep 
Score: -8003264.500000 Penalty: 1820.050171
	Iteration 0F: 2 clusters Score -8003264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -7954360.500000 Penalty: 3640.100342
	Iteration 0F: 3 clusters Score -7954360 nChanged 34789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -7974449.000000 Penalty: 3640.100342
	Iteration 1F: 3 clusters Score -7974449 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -7975012.500000 Penalty: 3640.100342
	Iteration 2Q: 3 clusters Score -7975012 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -7975802.500000 Penalty: 3640.100342
	Iteration 3Q: 3 clusters Score -7975802 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -7976785.500000 Penalty: 3640.100342
	Iteration 4Q: 3 clusters Score -7976786 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -7978372.500000 Penalty: 3640.100342
	Iteration 5Q: 3 clusters Score -7978372 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -7980847.000000 Penalty: 3640.100342
	Iteration 6F: 3 clusters Score -7980847 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -7984096.000000 Penalty: 3640.100342
	Iteration 7F: 3 clusters Score -7984096 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -7987748.000000 Penalty: 3640.100342
	Iteration 8F: 3 clusters Score -7987748 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -7991029.000000 Penalty: 3640.100342
	Iteration 9F: 3 clusters Score -7991029 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -7993069.000000 Penalty: 3640.100342
	Iteration 10Q: 3 clusters Score -7993069 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -7994196.000000 Penalty: 3640.100342
	Iteration 11Q: 3 clusters Score -7994196 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -7994925.500000 Penalty: 3640.100342
	Iteration 12Q: 3 clusters Score -7994926 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -7995619.500000 Penalty: 3640.100342
	Iteration 13Q: 3 clusters Score -7995620 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -7996246.500000 Penalty: 3640.100342
	Iteration 14Q: 3 clusters Score -7996246 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -7996843.500000 Penalty: 3640.100342
	Iteration 15Q: 3 clusters Score -7996844 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -7997343.500000 Penalty: 3640.100342
	Iteration 16Q: 3 clusters Score -7997344 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -7997826.500000 Penalty: 3640.100342
	Iteration 17Q: 3 clusters Score -7997826 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -7998239.500000 Penalty: 3640.100342
	Iteration 18Q: 3 clusters Score -7998240 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -7998675.000000 Penalty: 3640.100342
	Iteration 19Q: 3 clusters Score -7998675 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -7998987.500000 Penalty: 3640.100342
	Iteration 20F: 3 clusters Score -7998988 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -7999278.500000 Penalty: 3640.100342
	Iteration 21Q: 3 clusters Score -7999278 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -7999511.000000 Penalty: 3640.100342
	Iteration 22Q: 3 clusters Score -7999511 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -7999686.000000 Penalty: 3640.100342
	Iteration 23Q: 3 clusters Score -7999686 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -7999869.000000 Penalty: 3640.100342
	Iteration 24Q: 3 clusters Score -7999869 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -8000065.000000 Penalty: 3640.100342
	Iteration 25Q: 3 clusters Score -8000065 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -8000214.000000 Penalty: 3640.100342
	Iteration 26Q: 3 clusters Score -8000214 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -8000375.500000 Penalty: 3640.100342
	Iteration 27Q: 3 clusters Score -8000376 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -8000494.000000 Penalty: 3640.100342
	Iteration 28Q: 3 clusters Score -8000494 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -8000607.500000 Penalty: 3640.100342
	Iteration 29Q: 3 clusters Score -8000608 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -8000704.500000 Penalty: 3640.100342
	Iteration 30Q: 3 clusters Score -8000704 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -8000799.000000 Penalty: 3640.100342
	Iteration 31Q: 3 clusters Score -8000799 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -8000873.000000 Penalty: 3640.100342
	Iteration 32Q: 3 clusters Score -8000873 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -8000986.500000 Penalty: 3640.100342
	Iteration 33Q: 3 clusters Score -8000986 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -8001057.000000 Penalty: 3640.100342
	Iteration 34Q: 3 clusters Score -8001057 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -8001122.500000 Penalty: 3640.100342
	Iteration 35Q: 3 clusters Score -8001122 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -8001171.500000 Penalty: 3640.100342
	Iteration 36Q: 3 clusters Score -8001172 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -8001246.500000 Penalty: 3640.100342
	Iteration 37Q: 3 clusters Score -8001246 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -8001293.000000 Penalty: 3640.100342
	Iteration 38Q: 3 clusters Score -8001293 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -8001347.000000 Penalty: 3640.100342
	Iteration 39Q: 3 clusters Score -8001347 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -8001397.000000 Penalty: 3640.100342
	Iteration 40F: 3 clusters Score -8001397 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -8001467.000000 Penalty: 3640.100342
	Iteration 41Q: 3 clusters Score -8001467 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -8001497.000000 Penalty: 3640.100342
	Iteration 42Q: 3 clusters Score -8001497 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -8001521.000000 Penalty: 3640.100342
	Iteration 43Q: 3 clusters Score -8001521 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -8001586.500000 Penalty: 3640.100342
	Iteration 44Q: 3 clusters Score -8001586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -8001622.000000 Penalty: 3640.100342
	Iteration 45Q: 3 clusters Score -8001622 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -8001677.500000 Penalty: 3640.100342
	Iteration 46Q: 3 clusters Score -8001678 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -8001703.000000 Penalty: 3640.100342
	Iteration 47Q: 3 clusters Score -8001703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -8001710.500000 Penalty: 3640.100342
	Iteration 48Q: 3 clusters Score -8001710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -8001760.000000 Penalty: 3640.100342
	Iteration 49Q: 3 clusters Score -8001760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -8001780.000000 Penalty: 3640.100342
	Iteration 50Q: 3 clusters Score -8001780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -8001800.500000 Penalty: 3640.100342
	Iteration 51Q: 3 clusters Score -8001800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -8001804.500000 Penalty: 3640.100342
	Iteration 52Q: 3 clusters Score -8001804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -8001804.000000 Penalty: 3640.100342
	Iteration 53Q: 3 clusters Score -8001804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -8001812.500000 Penalty: 3640.100342
	Iteration 54Q: 3 clusters Score -8001812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -8001821.000000 Penalty: 3640.100342
	Iteration 55Q: 3 clusters Score -8001821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 72123 members 
Entering Unmasked Estep 
Score: -8001832.000000 Penalty: 3640.100342
	Iteration 56Q: 3 clusters Score -8001832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -8001827.000000 Penalty: 3640.100342
	Iteration 57Q: 3 clusters Score -8001827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -8001818.500000 Penalty: 3640.100342
	Iteration 58Q: 3 clusters Score -8001818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -8001825.000000 Penalty: 3640.100342
	Iteration 59Q: 3 clusters Score -8001825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -8001823.500000 Penalty: 3640.100342
	Iteration 60F: 3 clusters Score -8001824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -8001816.000000 Penalty: 3640.100342
	Iteration 61Q: 3 clusters Score -8001816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -8001825.500000 Penalty: 3640.100342
	Iteration 62Q: 3 clusters Score -8001826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -8001825.000000 Penalty: 3640.100342
	Iteration 63Q: 3 clusters Score -8001825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -8001831.000000 Penalty: 3640.100342
	Iteration 64Q: 3 clusters Score -8001831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -8001842.000000 Penalty: 3640.100342
	Iteration 65Q: 3 clusters Score -8001842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -8001841.500000 Penalty: 3640.100342
	Iteration 66Q: 3 clusters Score -8001842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -8001845.500000 Penalty: 3640.100342
	Iteration 67Q: 3 clusters Score -8001846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -8001845.500000 Penalty: 3640.100342
	Iteration 68Q: 3 clusters Score -8001846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -8001852.500000 Penalty: 3640.100342
	Iteration 69Q: 3 clusters Score -8001852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -8001854.500000 Penalty: 3640.100342
	Iteration 70Q: 3 clusters Score -8001854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -8001859.500000 Penalty: 3640.100342
	Iteration 71Q: 3 clusters Score -8001860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -8001858.500000 Penalty: 3640.100342
	Iteration 72Q: 3 clusters Score -8001858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -8001864.000000 Penalty: 3640.100342
	Iteration 73Q: 3 clusters Score -8001864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -8001873.000000 Penalty: 3640.100342
	Iteration 74Q: 3 clusters Score -8001873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -8001881.500000 Penalty: 3640.100342
	Iteration 75Q: 3 clusters Score -8001882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -8001883.000000 Penalty: 3640.100342
	Iteration 76Q: 3 clusters Score -8001883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -8001881.500000 Penalty: 3640.100342
	Iteration 77Q: 3 clusters Score -8001882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -8001884.000000 Penalty: 3640.100342
	Iteration 78Q: 3 clusters Score -8001884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -8001882.000000 Penalty: 3640.100342
	Iteration 79Q: 3 clusters Score -8001882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -8001886.500000 Penalty: 3640.100342
	Iteration 80F: 3 clusters Score -8001886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -8001890.000000 Penalty: 3640.100342
	Iteration 81Q: 3 clusters Score -8001890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -8001893.000000 Penalty: 3640.100342
	Iteration 82Q: 3 clusters Score -8001893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -8001892.000000 Penalty: 3640.100342
	Iteration 83Q: 3 clusters Score -8001892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -8001892.000000 Penalty: 3640.100342
	Iteration 84F: 3 clusters Score -8001892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (162158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Entering Unmasked Estep 
Score: -17573306.000000 Penalty: 1949.403076
	Iteration 0F: 2 clusters Score -1.757331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -17464952.000000 Penalty: 3898.806152
	Iteration 0F: 3 clusters Score -1.746495e+07 nChanged 78554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -17510980.000000 Penalty: 3898.806152
	Iteration 1F: 3 clusters Score -1.751098e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -17511638.000000 Penalty: 3898.806152
	Iteration 2Q: 3 clusters Score -1.751164e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -17512332.000000 Penalty: 3898.806152
	Iteration 3Q: 3 clusters Score -1.751233e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -17513202.000000 Penalty: 3898.806152
	Iteration 4Q: 3 clusters Score -1.75132e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -17514552.000000 Penalty: 3898.806152
	Iteration 5Q: 3 clusters Score -1.751455e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -17517132.000000 Penalty: 3898.806152
	Iteration 6Q: 3 clusters Score -1.751713e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 104408 members 
Entering Unmasked Estep 
Score: -17522012.000000 Penalty: 3898.806152
	Iteration 7F: 3 clusters Score -1.752201e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -17529914.000000 Penalty: 3898.806152
	Iteration 8F: 3 clusters Score -1.752991e+07 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 127694 members 
Entering Unmasked Estep 
Score: -17540716.000000 Penalty: 3898.806152
	Iteration 9F: 3 clusters Score -1.754072e+07 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 139295 members 
Entering Unmasked Estep 
Score: -17551190.000000 Penalty: 3898.806152
	Iteration 10F: 3 clusters Score -1.755119e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 148080 members 
Entering Unmasked Estep 
Score: -17559284.000000 Penalty: 3898.806152
	Iteration 11F: 3 clusters Score -1.755928e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 154018 members 
Entering Unmasked Estep 
Score: -17564508.000000 Penalty: 3898.806152
	Iteration 12Q: 3 clusters Score -1.756451e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 157725 members 
Entering Unmasked Estep 
Score: -17567848.000000 Penalty: 3898.806152
	Iteration 13Q: 3 clusters Score -1.756785e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 159933 members 
Entering Unmasked Estep 
Score: -17569732.000000 Penalty: 3898.806152
	Iteration 14Q: 3 clusters Score -1.756973e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 161078 members 
Entering Unmasked Estep 
Score: -17570706.000000 Penalty: 3898.806152
	Iteration 15Q: 3 clusters Score -1.757071e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 161594 members 
Entering Unmasked Estep 
Score: -17571190.000000 Penalty: 3898.806152
	Iteration 16Q: 3 clusters Score -1.757119e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 161781 members 
Entering Unmasked Estep 
Score: -17571366.000000 Penalty: 3898.806152
	Iteration 17Q: 3 clusters Score -1.757137e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -17571428.000000 Penalty: 3898.806152
	Iteration 18Q: 3 clusters Score -1.757143e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 161897 members 
Entering Unmasked Estep 
Score: -17571464.000000 Penalty: 3898.806152
	Iteration 19Q: 3 clusters Score -1.757146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 161920 members 
Entering Unmasked Estep 
Score: -17571468.000000 Penalty: 3898.806152
	Iteration 20F: 3 clusters Score -1.757147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161934 members 
Entering Unmasked Estep 
Score: -17571500.000000 Penalty: 3898.806152
	Iteration 21Q: 3 clusters Score -1.75715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 161945 members 
Entering Unmasked Estep 
Score: -17571504.000000 Penalty: 3898.806152
	Iteration 22Q: 3 clusters Score -1.75715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161953 members 
Entering Unmasked Estep 
Score: -17571526.000000 Penalty: 3898.806152
	Iteration 23Q: 3 clusters Score -1.757153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 161957 members 
Entering Unmasked Estep 
Score: -17571528.000000 Penalty: 3898.806152
	Iteration 24Q: 3 clusters Score -1.757153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161963 members 
Entering Unmasked Estep 
Score: -17571528.000000 Penalty: 3898.806152
	Iteration 25Q: 3 clusters Score -1.757153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 161965 members 
Entering Unmasked Estep 
Score: -17571534.000000 Penalty: 3898.806152
	Iteration 26Q: 3 clusters Score -1.757153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -17571554.000000 Penalty: 3898.806152
	Iteration 27Q: 3 clusters Score -1.757155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161968 members 
Entering Unmasked Estep 
Score: -17571548.000000 Penalty: 3898.806152
	Iteration 28Q: 3 clusters Score -1.757155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 161970 members 
Entering Unmasked Estep 
Score: -17571548.000000 Penalty: 3898.806152
	Iteration 29Q: 3 clusters Score -1.757155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -17571550.000000 Penalty: 3898.806152
	Iteration 30Q: 3 clusters Score -1.757155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -17571542.000000 Penalty: 3898.806152
	Iteration 31Q: 3 clusters Score -1.757154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -17571546.000000 Penalty: 3898.806152
	Iteration 32Q: 3 clusters Score -1.757155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -17571546.000000 Penalty: 3898.806152
	Iteration 33F: 3 clusters Score -1.757155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Entering Unmasked Estep 
Score: -356437.343750 Penalty: 1326.686646
	Iteration 0F: 2 clusters Score -356437.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -353431.250000 Penalty: 2653.373291
	Iteration 0F: 3 clusters Score -353431.2 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -354410.687500 Penalty: 2653.373291
	Iteration 1F: 3 clusters Score -354410.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -354764.312500 Penalty: 2653.373291
	Iteration 2F: 3 clusters Score -354764.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -355063.812500 Penalty: 2653.373291
	Iteration 3F: 3 clusters Score -355063.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -355307.687500 Penalty: 2653.373291
	Iteration 4F: 3 clusters Score -355307.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -355524.625000 Penalty: 2653.373291
	Iteration 5F: 3 clusters Score -355524.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -355727.031250 Penalty: 2653.373291
	Iteration 6F: 3 clusters Score -355727 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -355940.625000 Penalty: 2653.373291
	Iteration 7Q: 3 clusters Score -355940.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -356135.625000 Penalty: 2653.373291
	Iteration 8Q: 3 clusters Score -356135.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -356274.812500 Penalty: 2653.373291
	Iteration 9Q: 3 clusters Score -356274.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -356349.031250 Penalty: 2653.373291
	Iteration 10Q: 3 clusters Score -356349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -356404.718750 Penalty: 2653.373291
	Iteration 11Q: 3 clusters Score -356404.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -356437.406250 Penalty: 2653.373291
	Iteration 12Q: 3 clusters Score -356437.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -356462.593750 Penalty: 2653.373291
	Iteration 13Q: 3 clusters Score -356462.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -356476.281250 Penalty: 2653.373291
	Iteration 14Q: 3 clusters Score -356476.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -356486.843750 Penalty: 2653.373291
	Iteration 15Q: 3 clusters Score -356486.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -356504.437500 Penalty: 2653.373291
	Iteration 16Q: 3 clusters Score -356504.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -356541.281250 Penalty: 2653.373291
	Iteration 17Q: 3 clusters Score -356541.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -356578.187500 Penalty: 2653.373291
	Iteration 18Q: 3 clusters Score -356578.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -356611.687500 Penalty: 2653.373291
	Iteration 19Q: 3 clusters Score -356611.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -356717.718750 Penalty: 2653.373291
	Iteration 20F: 3 clusters Score -356717.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -356943.000000 Penalty: 2653.373291
	Iteration 21Q: 3 clusters Score -356943 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -357080.031250 Penalty: 2653.373291
	Iteration 22Q: 3 clusters Score -357080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -357103.312500 Penalty: 2653.373291
	Iteration 23Q: 3 clusters Score -357103.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -357110.781250 Penalty: 2653.373291
	Iteration 24Q: 3 clusters Score -357110.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -357115.718750 Penalty: 2653.373291
	Iteration 25Q: 3 clusters Score -357115.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -357118.437500 Penalty: 2653.373291
	Iteration 26Q: 3 clusters Score -357118.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -357124.125000 Penalty: 2653.373291
	Iteration 27Q: 3 clusters Score -357124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -357126.062500 Penalty: 2653.373291
	Iteration 28Q: 3 clusters Score -357126.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -357130.250000 Penalty: 2653.373291
	Iteration 29Q: 3 clusters Score -357130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -357130.750000 Penalty: 2653.373291
	Iteration 30Q: 3 clusters Score -357130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -357132.218750 Penalty: 2653.373291
	Iteration 31Q: 3 clusters Score -357132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -357133.781250 Penalty: 2653.373291
	Iteration 32Q: 3 clusters Score -357133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -357134.687500 Penalty: 2653.373291
	Iteration 33Q: 3 clusters Score -357134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -357135.562500 Penalty: 2653.373291
	Iteration 34Q: 3 clusters Score -357135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -357136.156250 Penalty: 2653.373291
	Iteration 35Q: 3 clusters Score -357136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -357136.906250 Penalty: 2653.373291
	Iteration 36Q: 3 clusters Score -357136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -357137.187500 Penalty: 2653.373291
	Iteration 37Q: 3 clusters Score -357137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357136.531250 Penalty: 2653.373291
	Iteration 38Q: 3 clusters Score -357136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357136.531250 Penalty: 2653.373291
	Iteration 39F: 3 clusters Score -357136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47813 members 
Mstep: Class 3 contains 90968 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 5 contains 1530 members 
Mstep: Class 6 contains 171508 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 9 contains 172672 members 
Mstep: Class 10 contains 42756 members 
Mstep: Class 14 contains 73153 members 
Mstep: Class 17 contains 162158 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 21 contains 61975 members 
Mstep: Class 22 contains 47604 members 
Entering Unmasked Estep 
Score: -93852656.000000 Penalty: 33373.367188
Splitting cluster 18 changes total score from -93852672.000000 to -93852656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -364434.375000 Penalty: 1321.134644
	Iteration 0F: 2 clusters Score -364434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -361442.625000 Penalty: 2642.269287
	Iteration 0F: 3 clusters Score -361442.6 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -362141.937500 Penalty: 2642.269287
	Iteration 1F: 3 clusters Score -362141.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -362288.656250 Penalty: 2642.269287
	Iteration 2F: 3 clusters Score -362288.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -362409.406250 Penalty: 2642.269287
	Iteration 3Q: 3 clusters Score -362409.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -362515.250000 Penalty: 2642.269287
	Iteration 4Q: 3 clusters Score -362515.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -362617.625000 Penalty: 2642.269287
	Iteration 5Q: 3 clusters Score -362617.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -362718.500000 Penalty: 2642.269287
	Iteration 6Q: 3 clusters Score -362718.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -362821.906250 Penalty: 2642.269287
	Iteration 7Q: 3 clusters Score -362821.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -362925.843750 Penalty: 2642.269287
	Iteration 8Q: 3 clusters Score -362925.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -363039.343750 Penalty: 2642.269287
	Iteration 9Q: 3 clusters Score -363039.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -363139.531250 Penalty: 2642.269287
	Iteration 10Q: 3 clusters Score -363139.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -363216.937500 Penalty: 2642.269287
	Iteration 11Q: 3 clusters Score -363216.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -363297.562500 Penalty: 2642.269287
	Iteration 12Q: 3 clusters Score -363297.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -363358.781250 Penalty: 2642.269287
	Iteration 13Q: 3 clusters Score -363358.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -363404.812500 Penalty: 2642.269287
	Iteration 14Q: 3 clusters Score -363404.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -363440.625000 Penalty: 2642.269287
	Iteration 15Q: 3 clusters Score -363440.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -363465.375000 Penalty: 2642.269287
	Iteration 16Q: 3 clusters Score -363465.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -363479.281250 Penalty: 2642.269287
	Iteration 17Q: 3 clusters Score -363479.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -363492.281250 Penalty: 2642.269287
	Iteration 18Q: 3 clusters Score -363492.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -363507.656250 Penalty: 2642.269287
	Iteration 19Q: 3 clusters Score -363507.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -363519.312500 Penalty: 2642.269287
	Iteration 20F: 3 clusters Score -363519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -363527.562500 Penalty: 2642.269287
	Iteration 21Q: 3 clusters Score -363527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -363531.812500 Penalty: 2642.269287
	Iteration 22Q: 3 clusters Score -363531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -363532.343750 Penalty: 2642.269287
	Iteration 23Q: 3 clusters Score -363532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -363535.625000 Penalty: 2642.269287
	Iteration 24Q: 3 clusters Score -363535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -363537.312500 Penalty: 2642.269287
	Iteration 25Q: 3 clusters Score -363537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -363537.375000 Penalty: 2642.269287
	Iteration 26Q: 3 clusters Score -363537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -363539.062500 Penalty: 2642.269287
	Iteration 27Q: 3 clusters Score -363539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -363538.687500 Penalty: 2642.269287
	Iteration 28Q: 3 clusters Score -363538.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -363540.312500 Penalty: 2642.269287
	Iteration 29Q: 3 clusters Score -363540.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -363540.312500 Penalty: 2642.269287
	Iteration 30F: 3 clusters Score -363540.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Entering Unmasked Estep 
Score: -6786350.500000 Penalty: 1793.104126
	Iteration 0F: 2 clusters Score -6786350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6744940.000000 Penalty: 3586.208252
	Iteration 0F: 3 clusters Score -6744940 nChanged 29280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -6761588.000000 Penalty: 3586.208252
	Iteration 1F: 3 clusters Score -6761588 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -6762302.000000 Penalty: 3586.208252
	Iteration 2Q: 3 clusters Score -6762302 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -6763094.000000 Penalty: 3586.208252
	Iteration 3Q: 3 clusters Score -6763094 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -6764170.000000 Penalty: 3586.208252
	Iteration 4Q: 3 clusters Score -6764170 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -6766030.500000 Penalty: 3586.208252
	Iteration 5Q: 3 clusters Score -6766030 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -6768694.500000 Penalty: 3586.208252
	Iteration 6F: 3 clusters Score -6768694 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -6772099.500000 Penalty: 3586.208252
	Iteration 7F: 3 clusters Score -6772100 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -6775971.500000 Penalty: 3586.208252
	Iteration 8F: 3 clusters Score -6775972 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -6779316.000000 Penalty: 3586.208252
	Iteration 9F: 3 clusters Score -6779316 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -6781611.000000 Penalty: 3586.208252
	Iteration 10Q: 3 clusters Score -6781611 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -6783055.500000 Penalty: 3586.208252
	Iteration 11Q: 3 clusters Score -6783056 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -6783776.500000 Penalty: 3586.208252
	Iteration 12Q: 3 clusters Score -6783776 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -6784234.500000 Penalty: 3586.208252
	Iteration 13Q: 3 clusters Score -6784234 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -6784471.000000 Penalty: 3586.208252
	Iteration 14Q: 3 clusters Score -6784471 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -6784578.000000 Penalty: 3586.208252
	Iteration 15Q: 3 clusters Score -6784578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -6784656.000000 Penalty: 3586.208252
	Iteration 16Q: 3 clusters Score -6784656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -6784689.500000 Penalty: 3586.208252
	Iteration 17Q: 3 clusters Score -6784690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -6784717.500000 Penalty: 3586.208252
	Iteration 18Q: 3 clusters Score -6784718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -6784739.500000 Penalty: 3586.208252
	Iteration 19Q: 3 clusters Score -6784740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -6784750.000000 Penalty: 3586.208252
	Iteration 20F: 3 clusters Score -6784750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -6784757.000000 Penalty: 3586.208252
	Iteration 21Q: 3 clusters Score -6784757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -6784774.000000 Penalty: 3586.208252
	Iteration 22Q: 3 clusters Score -6784774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -6784802.500000 Penalty: 3586.208252
	Iteration 23Q: 3 clusters Score -6784802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -6784803.500000 Penalty: 3586.208252
	Iteration 24Q: 3 clusters Score -6784804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -6784809.500000 Penalty: 3586.208252
	Iteration 25Q: 3 clusters Score -6784810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -6784809.000000 Penalty: 3586.208252
	Iteration 26Q: 3 clusters Score -6784809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -6784812.000000 Penalty: 3586.208252
	Iteration 27Q: 3 clusters Score -6784812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -6784811.500000 Penalty: 3586.208252
	Iteration 28Q: 3 clusters Score -6784812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -6784811.000000 Penalty: 3586.208252
	Iteration 29Q: 3 clusters Score -6784811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -6784815.000000 Penalty: 3586.208252
	Iteration 30Q: 3 clusters Score -6784815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -6784819.000000 Penalty: 3586.208252
	Iteration 31Q: 3 clusters Score -6784819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -6784819.000000 Penalty: 3586.208252
	Iteration 32F: 3 clusters Score -6784819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Entering Unmasked Estep 
Score: -5226035.000000 Penalty: 1750.234131
	Iteration 0F: 2 clusters Score -5226035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -5194263.500000 Penalty: 3500.468262
	Iteration 0F: 3 clusters Score -5194264 nChanged 22089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5206700.000000 Penalty: 3500.468262
	Iteration 1F: 3 clusters Score -5206700 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -5207223.500000 Penalty: 3500.468262
	Iteration 2Q: 3 clusters Score -5207224 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5207856.500000 Penalty: 3500.468262
	Iteration 3Q: 3 clusters Score -5207856 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -5208764.500000 Penalty: 3500.468262
	Iteration 4Q: 3 clusters Score -5208764 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -5210070.500000 Penalty: 3500.468262
	Iteration 5Q: 3 clusters Score -5210070 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -5211996.500000 Penalty: 3500.468262
	Iteration 6F: 3 clusters Score -5211996 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -5214244.000000 Penalty: 3500.468262
	Iteration 7F: 3 clusters Score -5214244 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5216346.000000 Penalty: 3500.468262
	Iteration 8F: 3 clusters Score -5216346 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5217680.000000 Penalty: 3500.468262
	Iteration 9Q: 3 clusters Score -5217680 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -5218480.500000 Penalty: 3500.468262
	Iteration 10Q: 3 clusters Score -5218480 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -5219054.000000 Penalty: 3500.468262
	Iteration 11Q: 3 clusters Score -5219054 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -5219547.500000 Penalty: 3500.468262
	Iteration 12Q: 3 clusters Score -5219548 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -5219996.500000 Penalty: 3500.468262
	Iteration 13Q: 3 clusters Score -5219996 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5220411.000000 Penalty: 3500.468262
	Iteration 14Q: 3 clusters Score -5220411 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -5220778.000000 Penalty: 3500.468262
	Iteration 15Q: 3 clusters Score -5220778 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -5221178.500000 Penalty: 3500.468262
	Iteration 16Q: 3 clusters Score -5221178 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5221521.000000 Penalty: 3500.468262
	Iteration 17Q: 3 clusters Score -5221521 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5221916.500000 Penalty: 3500.468262
	Iteration 18Q: 3 clusters Score -5221916 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5222292.500000 Penalty: 3500.468262
	Iteration 19Q: 3 clusters Score -5222292 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5222643.500000 Penalty: 3500.468262
	Iteration 20F: 3 clusters Score -5222644 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5223056.000000 Penalty: 3500.468262
	Iteration 21Q: 3 clusters Score -5223056 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5223397.500000 Penalty: 3500.468262
	Iteration 22Q: 3 clusters Score -5223398 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5223660.500000 Penalty: 3500.468262
	Iteration 23Q: 3 clusters Score -5223660 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5223879.500000 Penalty: 3500.468262
	Iteration 24Q: 3 clusters Score -5223880 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5224039.000000 Penalty: 3500.468262
	Iteration 25Q: 3 clusters Score -5224039 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5224143.000000 Penalty: 3500.468262
	Iteration 26Q: 3 clusters Score -5224143 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5224222.500000 Penalty: 3500.468262
	Iteration 27Q: 3 clusters Score -5224222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5224271.500000 Penalty: 3500.468262
	Iteration 28Q: 3 clusters Score -5224272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5224333.500000 Penalty: 3500.468262
	Iteration 29Q: 3 clusters Score -5224334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5224383.000000 Penalty: 3500.468262
	Iteration 30Q: 3 clusters Score -5224383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5224404.500000 Penalty: 3500.468262
	Iteration 31Q: 3 clusters Score -5224404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5224436.500000 Penalty: 3500.468262
	Iteration 32Q: 3 clusters Score -5224436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5224472.500000 Penalty: 3500.468262
	Iteration 33Q: 3 clusters Score -5224472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5224497.500000 Penalty: 3500.468262
	Iteration 34Q: 3 clusters Score -5224498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5224522.000000 Penalty: 3500.468262
	Iteration 35Q: 3 clusters Score -5224522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5224534.500000 Penalty: 3500.468262
	Iteration 36Q: 3 clusters Score -5224534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5224541.500000 Penalty: 3500.468262
	Iteration 37Q: 3 clusters Score -5224542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5224552.000000 Penalty: 3500.468262
	Iteration 38Q: 3 clusters Score -5224552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5224557.500000 Penalty: 3500.468262
	Iteration 39Q: 3 clusters Score -5224558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5224557.000000 Penalty: 3500.468262
	Iteration 40F: 3 clusters Score -5224557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5224567.000000 Penalty: 3500.468262
	Iteration 41Q: 3 clusters Score -5224567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5224575.000000 Penalty: 3500.468262
	Iteration 42Q: 3 clusters Score -5224575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5224582.000000 Penalty: 3500.468262
	Iteration 43Q: 3 clusters Score -5224582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5224586.000000 Penalty: 3500.468262
	Iteration 44Q: 3 clusters Score -5224586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5224589.500000 Penalty: 3500.468262
	Iteration 45Q: 3 clusters Score -5224590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5224596.000000 Penalty: 3500.468262
	Iteration 46Q: 3 clusters Score -5224596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5224597.500000 Penalty: 3500.468262
	Iteration 47Q: 3 clusters Score -5224598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5224597.000000 Penalty: 3500.468262
	Iteration 48Q: 3 clusters Score -5224597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5224597.000000 Penalty: 3500.468262
	Iteration 49F: 3 clusters Score -5224597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47813 members 
Mstep: Class 3 contains 90968 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 6 contains 171508 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 9 contains 172672 members 
Mstep: Class 10 contains 42756 members 
Mstep: Class 14 contains 73153 members 
Mstep: Class 17 contains 162158 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 21 contains 61975 members 
Mstep: Class 22 contains 47604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852640.000000 Penalty: 31148.474609
Iteration 119Q: 15 clusters Score -9.385264e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 47769 members 
Mstep: Class 3 contains 90198 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 6 contains 171671 members 
Mstep: Class 7 contains 3882 members 
Mstep: Class 9 contains 172719 members 
Mstep: Class 10 contains 42756 members 
Mstep: Class 14 contains 73138 members 
Mstep: Class 17 contains 162581 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 21 contains 62126 members 
Mstep: Class 22 contains 47626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852528.000000 Penalty: 31148.474609
Iteration 120F: 15 clusters Score -9.385253e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 47736 members 
Mstep: Class 3 contains 89452 members 
Mstep: Class 4 contains 346 members 
Mstep: Class 6 contains 171853 members 
Mstep: Class 7 contains 3882 members 
Mstep: Class 9 contains 172744 members 
Mstep: Class 10 contains 42751 members 
Mstep: Class 14 contains 73116 members 
Mstep: Class 17 contains 162982 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 21 contains 62279 members 
Mstep: Class 22 contains 47642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852472.000000 Penalty: 31148.474609
Iteration 121Q: 15 clusters Score -9.385247e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 47688 members 
Mstep: Class 3 contains 88720 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 6 contains 172022 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 9 contains 172740 members 
Mstep: Class 10 contains 42747 members 
Mstep: Class 14 contains 73099 members 
Mstep: Class 17 contains 163435 members 
Mstep: Class 18 contains 3492 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 21 contains 62414 members 
Mstep: Class 22 contains 47659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852504.000000 Penalty: 31148.474609
Iteration 122Q: 15 clusters Score -9.38525e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 47639 members 
Mstep: Class 3 contains 87962 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 6 contains 172203 members 
Mstep: Class 7 contains 3885 members 
Mstep: Class 9 contains 172745 members 
Mstep: Class 10 contains 42740 members 
Mstep: Class 14 contains 73074 members 
Mstep: Class 17 contains 163912 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 21 contains 62565 members 
Mstep: Class 22 contains 47656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852424.000000 Penalty: 31148.474609
Iteration 123Q: 15 clusters Score -9.385242e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 47569 members 
Mstep: Class 3 contains 87193 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 6 contains 172384 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 9 contains 172775 members 
Mstep: Class 10 contains 42734 members 
Mstep: Class 14 contains 73035 members 
Mstep: Class 17 contains 164417 members 
Mstep: Class 18 contains 3476 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 21 contains 62712 members 
Mstep: Class 22 contains 47667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852272.000000 Penalty: 31148.474609
Iteration 124Q: 15 clusters Score -9.385227e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 47508 members 
Mstep: Class 3 contains 86449 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 6 contains 172521 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 9 contains 172831 members 
Mstep: Class 10 contains 42724 members 
Mstep: Class 14 contains 73006 members 
Mstep: Class 17 contains 164884 members 
Mstep: Class 18 contains 3470 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 21 contains 62858 members 
Mstep: Class 22 contains 47682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852208.000000 Penalty: 31148.474609
Iteration 125Q: 15 clusters Score -9.385221e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 47444 members 
Mstep: Class 3 contains 85689 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 6 contains 172670 members 
Mstep: Class 7 contains 3892 members 
Mstep: Class 9 contains 172878 members 
Mstep: Class 10 contains 42717 members 
Mstep: Class 14 contains 72980 members 
Mstep: Class 17 contains 165378 members 
Mstep: Class 18 contains 3457 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 21 contains 63016 members 
Mstep: Class 22 contains 47682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852120.000000 Penalty: 31148.474609
Iteration 126Q: 15 clusters Score -9.385212e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 47384 members 
Mstep: Class 3 contains 84909 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 6 contains 172825 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 9 contains 172927 members 
Mstep: Class 10 contains 42718 members 
Mstep: Class 14 contains 72919 members 
Mstep: Class 17 contains 165899 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 3502 members 
Mstep: Class 21 contains 63167 members 
Mstep: Class 22 contains 47688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851936.000000 Penalty: 31148.474609
Iteration 127Q: 15 clusters Score -9.385194e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 47320 members 
Mstep: Class 3 contains 84190 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 6 contains 172981 members 
Mstep: Class 7 contains 3900 members 
Mstep: Class 9 contains 172954 members 
Mstep: Class 10 contains 42717 members 
Mstep: Class 14 contains 72842 members 
Mstep: Class 17 contains 166438 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 21 contains 63306 members 
Mstep: Class 22 contains 47679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851744.000000 Penalty: 31148.474609
Iteration 128Q: 15 clusters Score -9.385174e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 47275 members 
Mstep: Class 3 contains 83542 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 6 contains 173104 members 
Mstep: Class 7 contains 3902 members 
Mstep: Class 9 contains 172966 members 
Mstep: Class 10 contains 42723 members 
Mstep: Class 14 contains 72786 members 
Mstep: Class 17 contains 166926 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 3522 members 
Mstep: Class 21 contains 63433 members 
Mstep: Class 22 contains 47658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851488.000000 Penalty: 31148.474609
Iteration 129Q: 15 clusters Score -9.385149e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 47212 members 
Mstep: Class 3 contains 82891 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 6 contains 173247 members 
Mstep: Class 7 contains 3903 members 
Mstep: Class 9 contains 172997 members 
Mstep: Class 10 contains 42729 members 
Mstep: Class 14 contains 72738 members 
Mstep: Class 17 contains 167385 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 3523 members 
Mstep: Class 21 contains 63561 members 
Mstep: Class 22 contains 47659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851336.000000 Penalty: 31148.474609
Iteration 130Q: 15 clusters Score -9.385134e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 47144 members 
Mstep: Class 3 contains 82245 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 6 contains 173384 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 9 contains 173050 members 
Mstep: Class 10 contains 42727 members 
Mstep: Class 14 contains 72676 members 
Mstep: Class 17 contains 167842 members 
Mstep: Class 18 contains 3395 members 
Mstep: Class 19 contains 3522 members 
Mstep: Class 21 contains 63679 members 
Mstep: Class 22 contains 47665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851304.000000 Penalty: 31148.474609
Iteration 131Q: 15 clusters Score -9.38513e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 47081 members 
Mstep: Class 3 contains 81614 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 6 contains 173507 members 
Mstep: Class 7 contains 3911 members 
Mstep: Class 9 contains 173100 members 
Mstep: Class 10 contains 42732 members 
Mstep: Class 14 contains 72624 members 
Mstep: Class 17 contains 168291 members 
Mstep: Class 18 contains 3387 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 21 contains 63771 members 
Mstep: Class 22 contains 47673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851496.000000 Penalty: 31148.474609
Iteration 132Q: 15 clusters Score -9.38515e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 47033 members 
Mstep: Class 3 contains 80957 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 6 contains 173625 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 9 contains 173148 members 
Mstep: Class 10 contains 42737 members 
Mstep: Class 14 contains 72551 members 
Mstep: Class 17 contains 168732 members 
Mstep: Class 18 contains 3381 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 21 contains 63888 members 
Mstep: Class 22 contains 47696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851568.000000 Penalty: 31148.474609
Iteration 133Q: 15 clusters Score -9.385157e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 46957 members 
Mstep: Class 3 contains 80356 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 6 contains 173705 members 
Mstep: Class 7 contains 3920 members 
Mstep: Class 9 contains 173182 members 
Mstep: Class 10 contains 42729 members 
Mstep: Class 14 contains 72481 members 
Mstep: Class 17 contains 169224 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 21 contains 64004 members 
Mstep: Class 22 contains 47707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851576.000000 Penalty: 31148.474609
Iteration 134Q: 15 clusters Score -9.385158e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 46888 members 
Mstep: Class 3 contains 79799 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 6 contains 173772 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 9 contains 173198 members 
Mstep: Class 10 contains 42723 members 
Mstep: Class 14 contains 72417 members 
Mstep: Class 17 contains 169712 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 21 contains 64118 members 
Mstep: Class 22 contains 47711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851616.000000 Penalty: 31148.474609
Iteration 135Q: 15 clusters Score -9.385162e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 46821 members 
Mstep: Class 3 contains 79253 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 6 contains 173862 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 9 contains 173241 members 
Mstep: Class 10 contains 42718 members 
Mstep: Class 14 contains 72365 members 
Mstep: Class 17 contains 170123 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 21 contains 64234 members 
Mstep: Class 22 contains 47709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851552.000000 Penalty: 31148.474609
Iteration 136Q: 15 clusters Score -9.385155e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 46766 members 
Mstep: Class 3 contains 78727 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 6 contains 173949 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 9 contains 173267 members 
Mstep: Class 10 contains 42718 members 
Mstep: Class 14 contains 72295 members 
Mstep: Class 17 contains 170541 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 21 contains 64331 members 
Mstep: Class 22 contains 47701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851912.000000 Penalty: 31148.474609
Iteration 137Q: 15 clusters Score -9.385191e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 46716 members 
Mstep: Class 3 contains 78241 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 6 contains 174031 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 9 contains 173286 members 
Mstep: Class 10 contains 42707 members 
Mstep: Class 14 contains 72226 members 
Mstep: Class 17 contains 170924 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 3651 members 
Mstep: Class 21 contains 64424 members 
Mstep: Class 22 contains 47712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851848.000000 Penalty: 31148.474609
Iteration 138Q: 15 clusters Score -9.385185e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 46674 members 
Mstep: Class 3 contains 77784 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 6 contains 174089 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 9 contains 173346 members 
Mstep: Class 10 contains 42698 members 
Mstep: Class 14 contains 72156 members 
Mstep: Class 17 contains 171244 members 
Mstep: Class 18 contains 3270 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 21 contains 64530 members 
Mstep: Class 22 contains 47721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851720.000000 Penalty: 31148.474609
Iteration 139Q: 15 clusters Score -9.385172e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 46620 members 
Mstep: Class 3 contains 77351 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 6 contains 174149 members 
Mstep: Class 7 contains 3942 members 
Mstep: Class 9 contains 173429 members 
Mstep: Class 10 contains 42690 members 
Mstep: Class 14 contains 72081 members 
Mstep: Class 17 contains 171545 members 
Mstep: Class 18 contains 3248 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 47729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851480.000000 Penalty: 31148.474609
Iteration 140F: 15 clusters Score -9.385148e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 46576 members 
Mstep: Class 3 contains 76925 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 6 contains 174217 members 
Mstep: Class 7 contains 3945 members 
Mstep: Class 9 contains 173485 members 
Mstep: Class 10 contains 42679 members 
Mstep: Class 14 contains 72010 members 
Mstep: Class 17 contains 171831 members 
Mstep: Class 18 contains 3236 members 
Mstep: Class 19 contains 3730 members 
Mstep: Class 21 contains 64730 members 
Mstep: Class 22 contains 47738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851424.000000 Penalty: 31148.474609
Iteration 141Q: 15 clusters Score -9.385142e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 46524 members 
Mstep: Class 3 contains 76528 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 6 contains 174214 members 
Mstep: Class 7 contains 3946 members 
Mstep: Class 9 contains 173571 members 
Mstep: Class 10 contains 42670 members 
Mstep: Class 14 contains 71954 members 
Mstep: Class 17 contains 172107 members 
Mstep: Class 18 contains 3219 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 21 contains 64835 members 
Mstep: Class 22 contains 47753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851624.000000 Penalty: 31148.474609
Iteration 142Q: 15 clusters Score -9.385162e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 46469 members 
Mstep: Class 3 contains 76165 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 6 contains 174186 members 
Mstep: Class 7 contains 3951 members 
Mstep: Class 9 contains 173647 members 
Mstep: Class 10 contains 42665 members 
Mstep: Class 14 contains 71900 members 
Mstep: Class 17 contains 172391 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 3781 members 
Mstep: Class 21 contains 64942 members 
Mstep: Class 22 contains 47771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851680.000000 Penalty: 31148.474609
Iteration 143Q: 15 clusters Score -9.385168e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 46416 members 
Mstep: Class 3 contains 75822 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 6 contains 174188 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 9 contains 173674 members 
Mstep: Class 10 contains 42660 members 
Mstep: Class 14 contains 71853 members 
Mstep: Class 17 contains 172671 members 
Mstep: Class 18 contains 3174 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 21 contains 65060 members 
Mstep: Class 22 contains 47779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851568.000000 Penalty: 31148.474609
Iteration 144Q: 15 clusters Score -9.385157e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 46362 members 
Mstep: Class 3 contains 75540 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 6 contains 174156 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 9 contains 173695 members 
Mstep: Class 10 contains 42662 members 
Mstep: Class 14 contains 71808 members 
Mstep: Class 17 contains 172935 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 3808 members 
Mstep: Class 21 contains 65171 members 
Mstep: Class 22 contains 47794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851648.000000 Penalty: 31148.474609
Iteration 145Q: 15 clusters Score -9.385165e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 46303 members 
Mstep: Class 3 contains 75237 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 6 contains 174130 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 9 contains 173741 members 
Mstep: Class 10 contains 42662 members 
Mstep: Class 14 contains 71754 members 
Mstep: Class 17 contains 173216 members 
Mstep: Class 18 contains 3133 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 21 contains 65277 members 
Mstep: Class 22 contains 47805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851848.000000 Penalty: 31148.474609
Iteration 146Q: 15 clusters Score -9.385185e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 46244 members 
Mstep: Class 3 contains 74960 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 6 contains 174089 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 9 contains 173755 members 
Mstep: Class 10 contains 42667 members 
Mstep: Class 14 contains 71702 members 
Mstep: Class 17 contains 173523 members 
Mstep: Class 18 contains 3124 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 21 contains 65368 members 
Mstep: Class 22 contains 47819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851760.000000 Penalty: 31148.474609
Iteration 147Q: 15 clusters Score -9.385176e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 46192 members 
Mstep: Class 3 contains 74712 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 6 contains 174048 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 9 contains 173770 members 
Mstep: Class 10 contains 42666 members 
Mstep: Class 14 contains 71659 members 
Mstep: Class 17 contains 173793 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 3818 members 
Mstep: Class 21 contains 65446 members 
Mstep: Class 22 contains 47836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851680.000000 Penalty: 31148.474609
Iteration 148Q: 15 clusters Score -9.385168e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 46151 members 
Mstep: Class 3 contains 74498 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 6 contains 173998 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 9 contains 173807 members 
Mstep: Class 10 contains 42663 members 
Mstep: Class 14 contains 71594 members 
Mstep: Class 17 contains 174038 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 3819 members 
Mstep: Class 21 contains 65527 members 
Mstep: Class 22 contains 47849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851776.000000 Penalty: 31148.474609
Iteration 149Q: 15 clusters Score -9.385178e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 46102 members 
Mstep: Class 3 contains 74310 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 6 contains 173949 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 9 contains 173855 members 
Mstep: Class 10 contains 42666 members 
Mstep: Class 14 contains 71528 members 
Mstep: Class 17 contains 174268 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 3811 members 
Mstep: Class 21 contains 65606 members 
Mstep: Class 22 contains 47846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851704.000000 Penalty: 31148.474609
Iteration 150Q: 15 clusters Score -9.38517e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 46063 members 
Mstep: Class 3 contains 74137 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 6 contains 173899 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 9 contains 173891 members 
Mstep: Class 10 contains 42671 members 
Mstep: Class 14 contains 71466 members 
Mstep: Class 17 contains 174475 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 3807 members 
Mstep: Class 21 contains 65686 members 
Mstep: Class 22 contains 47842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851672.000000 Penalty: 31148.474609
Iteration 151Q: 15 clusters Score -9.385167e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 46016 members 
Mstep: Class 3 contains 73974 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 6 contains 173844 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 9 contains 173957 members 
Mstep: Class 10 contains 42670 members 
Mstep: Class 14 contains 71398 members 
Mstep: Class 17 contains 174677 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 3797 members 
Mstep: Class 21 contains 65766 members 
Mstep: Class 22 contains 47839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851696.000000 Penalty: 31148.474609
Iteration 152Q: 15 clusters Score -9.38517e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 45968 members 
Mstep: Class 3 contains 73819 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 6 contains 173747 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 9 contains 173994 members 
Mstep: Class 10 contains 42676 members 
Mstep: Class 14 contains 71365 members 
Mstep: Class 17 contains 174875 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3786 members 
Mstep: Class 21 contains 65842 members 
Mstep: Class 22 contains 47861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851672.000000 Penalty: 31148.474609
Iteration 153Q: 15 clusters Score -9.385167e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45930 members 
Mstep: Class 3 contains 73691 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 6 contains 173666 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 9 contains 174031 members 
Mstep: Class 10 contains 42678 members 
Mstep: Class 14 contains 71303 members 
Mstep: Class 17 contains 175035 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3783 members 
Mstep: Class 21 contains 65933 members 
Mstep: Class 22 contains 47877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851568.000000 Penalty: 31148.474609
Iteration 154Q: 15 clusters Score -9.385157e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 45888 members 
Mstep: Class 3 contains 73567 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 6 contains 173602 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 9 contains 174043 members 
Mstep: Class 10 contains 42675 members 
Mstep: Class 14 contains 71254 members 
Mstep: Class 17 contains 175202 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3787 members 
Mstep: Class 21 contains 66011 members 
Mstep: Class 22 contains 47899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851512.000000 Penalty: 31148.474609
Iteration 155Q: 15 clusters Score -9.385151e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45845 members 
Mstep: Class 3 contains 73471 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 6 contains 173499 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 9 contains 174062 members 
Mstep: Class 10 contains 42675 members 
Mstep: Class 14 contains 71208 members 
Mstep: Class 17 contains 175387 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 21 contains 66075 members 
Mstep: Class 22 contains 47918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851408.000000 Penalty: 31148.474609
Iteration 156Q: 15 clusters Score -9.385141e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 45797 members 
Mstep: Class 3 contains 73381 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 6 contains 173386 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 9 contains 174066 members 
Mstep: Class 10 contains 42670 members 
Mstep: Class 14 contains 71186 members 
Mstep: Class 17 contains 175577 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3791 members 
Mstep: Class 21 contains 66134 members 
Mstep: Class 22 contains 47934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851320.000000 Penalty: 31148.474609
Iteration 157Q: 15 clusters Score -9.385132e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 45746 members 
Mstep: Class 3 contains 73302 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 6 contains 173295 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 9 contains 174048 members 
Mstep: Class 10 contains 42672 members 
Mstep: Class 14 contains 71153 members 
Mstep: Class 17 contains 175779 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 3790 members 
Mstep: Class 21 contains 66194 members 
Mstep: Class 22 contains 47938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851376.000000 Penalty: 31148.474609
Iteration 158Q: 15 clusters Score -9.385138e+07 nChanged 711
Entering ConstructFrom: 
Score: -93851376.000000 Penalty: 31148.474609
Entering ConstructFrom: 
Trying to split cluster 1 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -234062.843750 Penalty: 1246.368774
	Iteration 0F: 2 clusters Score -234062.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -231863.906250 Penalty: 2492.737549
	Iteration 0F: 3 clusters Score -231863.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -232333.796875 Penalty: 2492.737549
	Iteration 1F: 3 clusters Score -232333.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -232450.046875 Penalty: 2492.737549
	Iteration 2F: 3 clusters Score -232450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -232498.484375 Penalty: 2492.737549
	Iteration 3Q: 3 clusters Score -232498.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -232524.218750 Penalty: 2492.737549
	Iteration 4Q: 3 clusters Score -232524.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -232542.265625 Penalty: 2492.737549
	Iteration 5Q: 3 clusters Score -232542.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -232558.046875 Penalty: 2492.737549
	Iteration 6Q: 3 clusters Score -232558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -232571.484375 Penalty: 2492.737549
	Iteration 7Q: 3 clusters Score -232571.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -232580.781250 Penalty: 2492.737549
	Iteration 8Q: 3 clusters Score -232580.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -232590.953125 Penalty: 2492.737549
	Iteration 9Q: 3 clusters Score -232591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -232598.890625 Penalty: 2492.737549
	Iteration 10Q: 3 clusters Score -232598.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -232608.984375 Penalty: 2492.737549
	Iteration 11Q: 3 clusters Score -232609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -232619.437500 Penalty: 2492.737549
	Iteration 12Q: 3 clusters Score -232619.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -232626.468750 Penalty: 2492.737549
	Iteration 13Q: 3 clusters Score -232626.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -232635.265625 Penalty: 2492.737549
	Iteration 14Q: 3 clusters Score -232635.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -232644.640625 Penalty: 2492.737549
	Iteration 15Q: 3 clusters Score -232644.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -232651.312500 Penalty: 2492.737549
	Iteration 16Q: 3 clusters Score -232651.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -232659.203125 Penalty: 2492.737549
	Iteration 17Q: 3 clusters Score -232659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -232664.937500 Penalty: 2492.737549
	Iteration 18Q: 3 clusters Score -232664.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -232670.593750 Penalty: 2492.737549
	Iteration 19Q: 3 clusters Score -232670.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -232674.531250 Penalty: 2492.737549
	Iteration 20F: 3 clusters Score -232674.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -232680.375000 Penalty: 2492.737549
	Iteration 21Q: 3 clusters Score -232680.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -232688.015625 Penalty: 2492.737549
	Iteration 22Q: 3 clusters Score -232688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -232692.468750 Penalty: 2492.737549
	Iteration 23Q: 3 clusters Score -232692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -232696.468750 Penalty: 2492.737549
	Iteration 24Q: 3 clusters Score -232696.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -232702.609375 Penalty: 2492.737549
	Iteration 25Q: 3 clusters Score -232702.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -232709.593750 Penalty: 2492.737549
	Iteration 26Q: 3 clusters Score -232709.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -232714.281250 Penalty: 2492.737549
	Iteration 27Q: 3 clusters Score -232714.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -232719.640625 Penalty: 2492.737549
	Iteration 28Q: 3 clusters Score -232719.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -232725.468750 Penalty: 2492.737549
	Iteration 29Q: 3 clusters Score -232725.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -232727.953125 Penalty: 2492.737549
	Iteration 30Q: 3 clusters Score -232728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -232730.515625 Penalty: 2492.737549
	Iteration 31Q: 3 clusters Score -232730.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -232734.281250 Penalty: 2492.737549
	Iteration 32Q: 3 clusters Score -232734.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -232740.359375 Penalty: 2492.737549
	Iteration 33Q: 3 clusters Score -232740.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -232747.390625 Penalty: 2492.737549
	Iteration 34Q: 3 clusters Score -232747.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -232754.390625 Penalty: 2492.737549
	Iteration 35Q: 3 clusters Score -232754.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -232759.984375 Penalty: 2492.737549
	Iteration 36Q: 3 clusters Score -232760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -232769.656250 Penalty: 2492.737549
	Iteration 37Q: 3 clusters Score -232769.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -232780.187500 Penalty: 2492.737549
	Iteration 38Q: 3 clusters Score -232780.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -232788.562500 Penalty: 2492.737549
	Iteration 39Q: 3 clusters Score -232788.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -232795.375000 Penalty: 2492.737549
	Iteration 40F: 3 clusters Score -232795.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -232801.265625 Penalty: 2492.737549
	Iteration 41Q: 3 clusters Score -232801.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -232810.468750 Penalty: 2492.737549
	Iteration 42Q: 3 clusters Score -232810.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -232823.156250 Penalty: 2492.737549
	Iteration 43Q: 3 clusters Score -232823.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -232836.046875 Penalty: 2492.737549
	Iteration 44Q: 3 clusters Score -232836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -232846.734375 Penalty: 2492.737549
	Iteration 45Q: 3 clusters Score -232846.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -232864.734375 Penalty: 2492.737549
	Iteration 46Q: 3 clusters Score -232864.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -232880.765625 Penalty: 2492.737549
	Iteration 47Q: 3 clusters Score -232880.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -232892.468750 Penalty: 2492.737549
	Iteration 48Q: 3 clusters Score -232892.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -232901.734375 Penalty: 2492.737549
	Iteration 49Q: 3 clusters Score -232901.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -232909.515625 Penalty: 2492.737549
	Iteration 50Q: 3 clusters Score -232909.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -232920.093750 Penalty: 2492.737549
	Iteration 51Q: 3 clusters Score -232920.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -232926.875000 Penalty: 2492.737549
	Iteration 52Q: 3 clusters Score -232926.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -232933.546875 Penalty: 2492.737549
	Iteration 53Q: 3 clusters Score -232933.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -232941.046875 Penalty: 2492.737549
	Iteration 54Q: 3 clusters Score -232941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -232943.656250 Penalty: 2492.737549
	Iteration 55Q: 3 clusters Score -232943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -232945.312500 Penalty: 2492.737549
	Iteration 56Q: 3 clusters Score -232945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -232947.453125 Penalty: 2492.737549
	Iteration 57Q: 3 clusters Score -232947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -232948.156250 Penalty: 2492.737549
	Iteration 58Q: 3 clusters Score -232948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -232948.546875 Penalty: 2492.737549
	Iteration 59Q: 3 clusters Score -232948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -232949.328125 Penalty: 2492.737549
	Iteration 60F: 3 clusters Score -232949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -232950.328125 Penalty: 2492.737549
	Iteration 61Q: 3 clusters Score -232950.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -232950.218750 Penalty: 2492.737549
	Iteration 62Q: 3 clusters Score -232950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -232950.218750 Penalty: 2492.737549
	Iteration 63F: 3 clusters Score -232950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Entering Unmasked Estep 
Score: -4812469.000000 Penalty: 1743.558594
	Iteration 0F: 2 clusters Score -4812469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -4782013.000000 Penalty: 3487.117188
	Iteration 0F: 3 clusters Score -4782013 nChanged 21180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -4793865.500000 Penalty: 3487.117188
	Iteration 1F: 3 clusters Score -4793866 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -4794351.000000 Penalty: 3487.117188
	Iteration 2Q: 3 clusters Score -4794351 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -4794852.000000 Penalty: 3487.117188
	Iteration 3Q: 3 clusters Score -4794852 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4795389.000000 Penalty: 3487.117188
	Iteration 4Q: 3 clusters Score -4795389 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4796092.500000 Penalty: 3487.117188
	Iteration 5Q: 3 clusters Score -4796092 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4796971.000000 Penalty: 3487.117188
	Iteration 6Q: 3 clusters Score -4796971 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4798077.500000 Penalty: 3487.117188
	Iteration 7Q: 3 clusters Score -4798078 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4799339.000000 Penalty: 3487.117188
	Iteration 8F: 3 clusters Score -4799339 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4800681.000000 Penalty: 3487.117188
	Iteration 9F: 3 clusters Score -4800681 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -4801908.500000 Penalty: 3487.117188
	Iteration 10F: 3 clusters Score -4801908 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4802842.000000 Penalty: 3487.117188
	Iteration 11Q: 3 clusters Score -4802842 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4803578.500000 Penalty: 3487.117188
	Iteration 12Q: 3 clusters Score -4803578 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4804282.500000 Penalty: 3487.117188
	Iteration 13Q: 3 clusters Score -4804282 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4804803.500000 Penalty: 3487.117188
	Iteration 14Q: 3 clusters Score -4804804 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -4805222.500000 Penalty: 3487.117188
	Iteration 15Q: 3 clusters Score -4805222 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -4805575.500000 Penalty: 3487.117188
	Iteration 16Q: 3 clusters Score -4805576 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4805852.500000 Penalty: 3487.117188
	Iteration 17Q: 3 clusters Score -4805852 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4806087.500000 Penalty: 3487.117188
	Iteration 18Q: 3 clusters Score -4806088 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4806299.500000 Penalty: 3487.117188
	Iteration 19Q: 3 clusters Score -4806300 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -4806534.500000 Penalty: 3487.117188
	Iteration 20F: 3 clusters Score -4806534 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4806712.000000 Penalty: 3487.117188
	Iteration 21Q: 3 clusters Score -4806712 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -4806908.000000 Penalty: 3487.117188
	Iteration 22Q: 3 clusters Score -4806908 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4807061.500000 Penalty: 3487.117188
	Iteration 23Q: 3 clusters Score -4807062 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4807199.000000 Penalty: 3487.117188
	Iteration 24Q: 3 clusters Score -4807199 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -4807361.500000 Penalty: 3487.117188
	Iteration 25Q: 3 clusters Score -4807362 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -4807481.000000 Penalty: 3487.117188
	Iteration 26Q: 3 clusters Score -4807481 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4807599.500000 Penalty: 3487.117188
	Iteration 27Q: 3 clusters Score -4807600 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -4807716.500000 Penalty: 3487.117188
	Iteration 28Q: 3 clusters Score -4807716 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -4807838.500000 Penalty: 3487.117188
	Iteration 29Q: 3 clusters Score -4807838 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -4807963.000000 Penalty: 3487.117188
	Iteration 30Q: 3 clusters Score -4807963 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -4808071.500000 Penalty: 3487.117188
	Iteration 31Q: 3 clusters Score -4808072 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4808176.000000 Penalty: 3487.117188
	Iteration 32Q: 3 clusters Score -4808176 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4808252.000000 Penalty: 3487.117188
	Iteration 33Q: 3 clusters Score -4808252 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -4808336.000000 Penalty: 3487.117188
	Iteration 34Q: 3 clusters Score -4808336 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -4808418.000000 Penalty: 3487.117188
	Iteration 35Q: 3 clusters Score -4808418 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4808483.000000 Penalty: 3487.117188
	Iteration 36Q: 3 clusters Score -4808483 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4808595.000000 Penalty: 3487.117188
	Iteration 37Q: 3 clusters Score -4808595 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4808688.500000 Penalty: 3487.117188
	Iteration 38Q: 3 clusters Score -4808688 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -4808760.500000 Penalty: 3487.117188
	Iteration 39Q: 3 clusters Score -4808760 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -4808842.000000 Penalty: 3487.117188
	Iteration 40F: 3 clusters Score -4808842 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -4808913.500000 Penalty: 3487.117188
	Iteration 41Q: 3 clusters Score -4808914 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4809018.000000 Penalty: 3487.117188
	Iteration 42Q: 3 clusters Score -4809018 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4809102.000000 Penalty: 3487.117188
	Iteration 43Q: 3 clusters Score -4809102 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -4809167.500000 Penalty: 3487.117188
	Iteration 44Q: 3 clusters Score -4809168 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -4809242.500000 Penalty: 3487.117188
	Iteration 45Q: 3 clusters Score -4809242 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -4809314.500000 Penalty: 3487.117188
	Iteration 46Q: 3 clusters Score -4809314 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4809392.500000 Penalty: 3487.117188
	Iteration 47Q: 3 clusters Score -4809392 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4809521.500000 Penalty: 3487.117188
	Iteration 48Q: 3 clusters Score -4809522 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4809672.000000 Penalty: 3487.117188
	Iteration 49Q: 3 clusters Score -4809672 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4809808.500000 Penalty: 3487.117188
	Iteration 50Q: 3 clusters Score -4809808 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -4809919.500000 Penalty: 3487.117188
	Iteration 51Q: 3 clusters Score -4809920 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4810007.000000 Penalty: 3487.117188
	Iteration 52Q: 3 clusters Score -4810007 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4810092.500000 Penalty: 3487.117188
	Iteration 53Q: 3 clusters Score -4810092 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -4810170.000000 Penalty: 3487.117188
	Iteration 54Q: 3 clusters Score -4810170 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -4810229.500000 Penalty: 3487.117188
	Iteration 55Q: 3 clusters Score -4810230 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -4810286.000000 Penalty: 3487.117188
	Iteration 56Q: 3 clusters Score -4810286 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -4810333.000000 Penalty: 3487.117188
	Iteration 57Q: 3 clusters Score -4810333 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -4810399.000000 Penalty: 3487.117188
	Iteration 58Q: 3 clusters Score -4810399 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -4810430.500000 Penalty: 3487.117188
	Iteration 59Q: 3 clusters Score -4810430 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4810482.500000 Penalty: 3487.117188
	Iteration 60F: 3 clusters Score -4810482 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -4810549.000000 Penalty: 3487.117188
	Iteration 61Q: 3 clusters Score -4810549 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -4810593.000000 Penalty: 3487.117188
	Iteration 62Q: 3 clusters Score -4810593 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -4810655.000000 Penalty: 3487.117188
	Iteration 63Q: 3 clusters Score -4810655 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -4810720.000000 Penalty: 3487.117188
	Iteration 64Q: 3 clusters Score -4810720 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -4810744.000000 Penalty: 3487.117188
	Iteration 65Q: 3 clusters Score -4810744 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -4810786.000000 Penalty: 3487.117188
	Iteration 66Q: 3 clusters Score -4810786 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -4810809.500000 Penalty: 3487.117188
	Iteration 67Q: 3 clusters Score -4810810 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -4810846.000000 Penalty: 3487.117188
	Iteration 68Q: 3 clusters Score -4810846 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -4810876.000000 Penalty: 3487.117188
	Iteration 69Q: 3 clusters Score -4810876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -4810898.000000 Penalty: 3487.117188
	Iteration 70Q: 3 clusters Score -4810898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -4810922.500000 Penalty: 3487.117188
	Iteration 71Q: 3 clusters Score -4810922 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -4810931.000000 Penalty: 3487.117188
	Iteration 72Q: 3 clusters Score -4810931 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -4810931.000000 Penalty: 3487.117188
	Iteration 73Q: 3 clusters Score -4810931 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -4810946.000000 Penalty: 3487.117188
	Iteration 74Q: 3 clusters Score -4810946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -4810978.500000 Penalty: 3487.117188
	Iteration 75Q: 3 clusters Score -4810978 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -4810988.500000 Penalty: 3487.117188
	Iteration 76Q: 3 clusters Score -4810988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -4810995.000000 Penalty: 3487.117188
	Iteration 77Q: 3 clusters Score -4810995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -4811000.500000 Penalty: 3487.117188
	Iteration 78Q: 3 clusters Score -4811000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -4811023.000000 Penalty: 3487.117188
	Iteration 79Q: 3 clusters Score -4811023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -4811025.500000 Penalty: 3487.117188
	Iteration 80F: 3 clusters Score -4811026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -4811034.500000 Penalty: 3487.117188
	Iteration 81Q: 3 clusters Score -4811034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -4811041.500000 Penalty: 3487.117188
	Iteration 82Q: 3 clusters Score -4811042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -4811053.000000 Penalty: 3487.117188
	Iteration 83Q: 3 clusters Score -4811053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -4811056.500000 Penalty: 3487.117188
	Iteration 84Q: 3 clusters Score -4811056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -4811058.500000 Penalty: 3487.117188
	Iteration 85Q: 3 clusters Score -4811058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -4811056.000000 Penalty: 3487.117188
	Iteration 86Q: 3 clusters Score -4811056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -4811065.000000 Penalty: 3487.117188
	Iteration 87Q: 3 clusters Score -4811065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -4811058.500000 Penalty: 3487.117188
	Iteration 88Q: 3 clusters Score -4811058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -4811060.000000 Penalty: 3487.117188
	Iteration 89Q: 3 clusters Score -4811060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -4811066.000000 Penalty: 3487.117188
	Iteration 90Q: 3 clusters Score -4811066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -4811070.500000 Penalty: 3487.117188
	Iteration 91Q: 3 clusters Score -4811070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -4811079.000000 Penalty: 3487.117188
	Iteration 92Q: 3 clusters Score -4811079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -4811071.000000 Penalty: 3487.117188
	Iteration 93Q: 3 clusters Score -4811071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -4811074.000000 Penalty: 3487.117188
	Iteration 94Q: 3 clusters Score -4811074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -4811074.500000 Penalty: 3487.117188
	Iteration 95Q: 3 clusters Score -4811074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -4811074.000000 Penalty: 3487.117188
	Iteration 96Q: 3 clusters Score -4811074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -4811081.000000 Penalty: 3487.117188
	Iteration 97Q: 3 clusters Score -4811081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -4811085.500000 Penalty: 3487.117188
	Iteration 98Q: 3 clusters Score -4811086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -4811089.000000 Penalty: 3487.117188
	Iteration 99Q: 3 clusters Score -4811089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -4811088.000000 Penalty: 3487.117188
	Iteration 100F: 3 clusters Score -4811088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -4811093.500000 Penalty: 3487.117188
	Iteration 101Q: 3 clusters Score -4811094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -4811095.000000 Penalty: 3487.117188
	Iteration 102Q: 3 clusters Score -4811095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -4811097.500000 Penalty: 3487.117188
	Iteration 103Q: 3 clusters Score -4811098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -4811093.500000 Penalty: 3487.117188
	Iteration 104Q: 3 clusters Score -4811094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -4811098.000000 Penalty: 3487.117188
	Iteration 105Q: 3 clusters Score -4811098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -4811098.500000 Penalty: 3487.117188
	Iteration 106Q: 3 clusters Score -4811098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -4811099.500000 Penalty: 3487.117188
	Iteration 107Q: 3 clusters Score -4811100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -4811093.500000 Penalty: 3487.117188
	Iteration 108Q: 3 clusters Score -4811094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -4811094.000000 Penalty: 3487.117188
	Iteration 109Q: 3 clusters Score -4811094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -4811091.500000 Penalty: 3487.117188
	Iteration 110Q: 3 clusters Score -4811092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -4811092.000000 Penalty: 3487.117188
	Iteration 111Q: 3 clusters Score -4811092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -4811092.000000 Penalty: 3487.117188
	Iteration 112F: 3 clusters Score -4811092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (73212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Entering Unmasked Estep 
Score: -7996867.000000 Penalty: 1820.181152
	Iteration 0F: 2 clusters Score -7996867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -7948008.000000 Penalty: 3640.362305
	Iteration 0F: 3 clusters Score -7948008 nChanged 34899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -7968691.500000 Penalty: 3640.362305
	Iteration 1F: 3 clusters Score -7968692 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -7970039.000000 Penalty: 3640.362305
	Iteration 2Q: 3 clusters Score -7970039 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -7971900.000000 Penalty: 3640.362305
	Iteration 3F: 3 clusters Score -7971900 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -7975060.500000 Penalty: 3640.362305
	Iteration 4F: 3 clusters Score -7975060 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -7979688.000000 Penalty: 3640.362305
	Iteration 5F: 3 clusters Score -7979688 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -7984948.000000 Penalty: 3640.362305
	Iteration 6F: 3 clusters Score -7984948 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -7988919.000000 Penalty: 3640.362305
	Iteration 7F: 3 clusters Score -7988919 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -7990652.000000 Penalty: 3640.362305
	Iteration 8Q: 3 clusters Score -7990652 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -7991427.000000 Penalty: 3640.362305
	Iteration 9Q: 3 clusters Score -7991427 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -7991949.500000 Penalty: 3640.362305
	Iteration 10Q: 3 clusters Score -7991950 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -7992326.000000 Penalty: 3640.362305
	Iteration 11Q: 3 clusters Score -7992326 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -7992646.500000 Penalty: 3640.362305
	Iteration 12Q: 3 clusters Score -7992646 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -7992960.000000 Penalty: 3640.362305
	Iteration 13Q: 3 clusters Score -7992960 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -7993227.000000 Penalty: 3640.362305
	Iteration 14Q: 3 clusters Score -7993227 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -7993515.000000 Penalty: 3640.362305
	Iteration 15Q: 3 clusters Score -7993515 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -7993769.000000 Penalty: 3640.362305
	Iteration 16Q: 3 clusters Score -7993769 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -7994024.500000 Penalty: 3640.362305
	Iteration 17Q: 3 clusters Score -7994024 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -7994207.000000 Penalty: 3640.362305
	Iteration 18Q: 3 clusters Score -7994207 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -7994362.000000 Penalty: 3640.362305
	Iteration 19Q: 3 clusters Score -7994362 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -7994539.500000 Penalty: 3640.362305
	Iteration 20F: 3 clusters Score -7994540 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -7994727.500000 Penalty: 3640.362305
	Iteration 21Q: 3 clusters Score -7994728 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -7994836.500000 Penalty: 3640.362305
	Iteration 22Q: 3 clusters Score -7994836 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -7994951.500000 Penalty: 3640.362305
	Iteration 23Q: 3 clusters Score -7994952 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -7995013.000000 Penalty: 3640.362305
	Iteration 24Q: 3 clusters Score -7995013 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -7995089.000000 Penalty: 3640.362305
	Iteration 25Q: 3 clusters Score -7995089 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -7995126.500000 Penalty: 3640.362305
	Iteration 26Q: 3 clusters Score -7995126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -7995166.000000 Penalty: 3640.362305
	Iteration 27Q: 3 clusters Score -7995166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -7995188.000000 Penalty: 3640.362305
	Iteration 28Q: 3 clusters Score -7995188 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -7995240.500000 Penalty: 3640.362305
	Iteration 29Q: 3 clusters Score -7995240 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -7995258.000000 Penalty: 3640.362305
	Iteration 30Q: 3 clusters Score -7995258 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -7995295.000000 Penalty: 3640.362305
	Iteration 31Q: 3 clusters Score -7995295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -7995332.000000 Penalty: 3640.362305
	Iteration 32Q: 3 clusters Score -7995332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -7995383.500000 Penalty: 3640.362305
	Iteration 33Q: 3 clusters Score -7995384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -7995397.500000 Penalty: 3640.362305
	Iteration 34Q: 3 clusters Score -7995398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -7995418.500000 Penalty: 3640.362305
	Iteration 35Q: 3 clusters Score -7995418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -7995435.000000 Penalty: 3640.362305
	Iteration 36Q: 3 clusters Score -7995435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -7995444.000000 Penalty: 3640.362305
	Iteration 37Q: 3 clusters Score -7995444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -7995451.500000 Penalty: 3640.362305
	Iteration 38Q: 3 clusters Score -7995452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -7995447.000000 Penalty: 3640.362305
	Iteration 39Q: 3 clusters Score -7995447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -7995455.500000 Penalty: 3640.362305
	Iteration 40F: 3 clusters Score -7995456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -7995456.000000 Penalty: 3640.362305
	Iteration 41Q: 3 clusters Score -7995456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -7995470.000000 Penalty: 3640.362305
	Iteration 42Q: 3 clusters Score -7995470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -7995471.000000 Penalty: 3640.362305
	Iteration 43Q: 3 clusters Score -7995471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -7995468.500000 Penalty: 3640.362305
	Iteration 44Q: 3 clusters Score -7995468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -7995470.000000 Penalty: 3640.362305
	Iteration 45Q: 3 clusters Score -7995470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -7995464.500000 Penalty: 3640.362305
	Iteration 46Q: 3 clusters Score -7995464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -7995473.500000 Penalty: 3640.362305
	Iteration 47Q: 3 clusters Score -7995474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -7995479.000000 Penalty: 3640.362305
	Iteration 48Q: 3 clusters Score -7995479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -7995483.000000 Penalty: 3640.362305
	Iteration 49Q: 3 clusters Score -7995483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -7995487.000000 Penalty: 3640.362305
	Iteration 50Q: 3 clusters Score -7995487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -7995485.000000 Penalty: 3640.362305
	Iteration 51Q: 3 clusters Score -7995485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -7995484.500000 Penalty: 3640.362305
	Iteration 52Q: 3 clusters Score -7995484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -7995489.500000 Penalty: 3640.362305
	Iteration 53Q: 3 clusters Score -7995490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -7995491.500000 Penalty: 3640.362305
	Iteration 54Q: 3 clusters Score -7995492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -7995489.500000 Penalty: 3640.362305
	Iteration 55Q: 3 clusters Score -7995490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -7995489.500000 Penalty: 3640.362305
	Iteration 56F: 3 clusters Score -7995490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -32757.654297 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -32757.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31923.984375 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -31923.98 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32162.917969 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -32162.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32239.955078 Penalty: 1920.126953
	Iteration 2F: 3 clusters Score -32239.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32307.583984 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -32307.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32336.718750 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -32336.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32348.896484 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -32348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32352.921875 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -32352.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32353.984375 Penalty: 1920.126953
	Iteration 7Q: 3 clusters Score -32353.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32355.242188 Penalty: 1920.126953
	Iteration 8Q: 3 clusters Score -32355.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32355.242188 Penalty: 1920.126953
	Iteration 9F: 3 clusters Score -32355.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173187 members 
Entering Unmasked Estep 
Score: -18748870.000000 Penalty: 1960.095703
	Iteration 0F: 2 clusters Score -1.874887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -18633682.000000 Penalty: 3920.191406
	Iteration 0F: 3 clusters Score -1.863368e+07 nChanged 83449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -18684420.000000 Penalty: 3920.191406
	Iteration 1F: 3 clusters Score -1.868442e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -18686792.000000 Penalty: 3920.191406
	Iteration 2Q: 3 clusters Score -1.868679e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -18690498.000000 Penalty: 3920.191406
	Iteration 3Q: 3 clusters Score -1.86905e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 109522 members 
Entering Unmasked Estep 
Score: -18696528.000000 Penalty: 3920.191406
	Iteration 4F: 3 clusters Score -1.869653e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 119169 members 
Entering Unmasked Estep 
Score: -18705248.000000 Penalty: 3920.191406
	Iteration 5F: 3 clusters Score -1.870525e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 129855 members 
Entering Unmasked Estep 
Score: -18715620.000000 Penalty: 3920.191406
	Iteration 6F: 3 clusters Score -1.871562e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 139547 members 
Entering Unmasked Estep 
Score: -18725192.000000 Penalty: 3920.191406
	Iteration 7F: 3 clusters Score -1.872519e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 146923 members 
Entering Unmasked Estep 
Score: -18731828.000000 Penalty: 3920.191406
	Iteration 8Q: 3 clusters Score -1.873183e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 152360 members 
Entering Unmasked Estep 
Score: -18735972.000000 Penalty: 3920.191406
	Iteration 9Q: 3 clusters Score -1.873597e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -18739006.000000 Penalty: 3920.191406
	Iteration 10Q: 3 clusters Score -1.873901e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 159977 members 
Entering Unmasked Estep 
Score: -18741192.000000 Penalty: 3920.191406
	Iteration 11Q: 3 clusters Score -1.874119e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 162587 members 
Entering Unmasked Estep 
Score: -18742582.000000 Penalty: 3920.191406
	Iteration 12Q: 3 clusters Score -1.874258e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 164615 members 
Entering Unmasked Estep 
Score: -18743798.000000 Penalty: 3920.191406
	Iteration 13Q: 3 clusters Score -1.87438e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 166217 members 
Entering Unmasked Estep 
Score: -18744622.000000 Penalty: 3920.191406
	Iteration 14Q: 3 clusters Score -1.874462e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 167495 members 
Entering Unmasked Estep 
Score: -18745258.000000 Penalty: 3920.191406
	Iteration 15Q: 3 clusters Score -1.874526e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 168509 members 
Entering Unmasked Estep 
Score: -18745752.000000 Penalty: 3920.191406
	Iteration 16Q: 3 clusters Score -1.874575e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 169305 members 
Entering Unmasked Estep 
Score: -18746098.000000 Penalty: 3920.191406
	Iteration 17Q: 3 clusters Score -1.87461e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 169914 members 
Entering Unmasked Estep 
Score: -18746388.000000 Penalty: 3920.191406
	Iteration 18Q: 3 clusters Score -1.874639e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 170363 members 
Entering Unmasked Estep 
Score: -18746604.000000 Penalty: 3920.191406
	Iteration 19Q: 3 clusters Score -1.87466e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -18746728.000000 Penalty: 3920.191406
	Iteration 20F: 3 clusters Score -1.874673e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 170940 members 
Entering Unmasked Estep 
Score: -18746826.000000 Penalty: 3920.191406
	Iteration 21Q: 3 clusters Score -1.874683e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 171147 members 
Entering Unmasked Estep 
Score: -18746898.000000 Penalty: 3920.191406
	Iteration 22Q: 3 clusters Score -1.87469e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 171297 members 
Entering Unmasked Estep 
Score: -18746970.000000 Penalty: 3920.191406
	Iteration 23Q: 3 clusters Score -1.874697e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 171435 members 
Entering Unmasked Estep 
Score: -18747020.000000 Penalty: 3920.191406
	Iteration 24Q: 3 clusters Score -1.874702e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -18747070.000000 Penalty: 3920.191406
	Iteration 25Q: 3 clusters Score -1.874707e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 171643 members 
Entering Unmasked Estep 
Score: -18747080.000000 Penalty: 3920.191406
	Iteration 26Q: 3 clusters Score -1.874708e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -18747112.000000 Penalty: 3920.191406
	Iteration 27Q: 3 clusters Score -1.874711e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 171802 members 
Entering Unmasked Estep 
Score: -18747132.000000 Penalty: 3920.191406
	Iteration 28Q: 3 clusters Score -1.874713e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 171884 members 
Entering Unmasked Estep 
Score: -18747146.000000 Penalty: 3920.191406
	Iteration 29Q: 3 clusters Score -1.874715e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 171939 members 
Entering Unmasked Estep 
Score: -18747186.000000 Penalty: 3920.191406
	Iteration 30Q: 3 clusters Score -1.874719e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 171979 members 
Entering Unmasked Estep 
Score: -18747182.000000 Penalty: 3920.191406
	Iteration 31Q: 3 clusters Score -1.874718e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 172012 members 
Entering Unmasked Estep 
Score: -18747196.000000 Penalty: 3920.191406
	Iteration 32Q: 3 clusters Score -1.87472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 172038 members 
Entering Unmasked Estep 
Score: -18747202.000000 Penalty: 3920.191406
	Iteration 33Q: 3 clusters Score -1.87472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 172062 members 
Entering Unmasked Estep 
Score: -18747202.000000 Penalty: 3920.191406
	Iteration 34Q: 3 clusters Score -1.87472e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -18747228.000000 Penalty: 3920.191406
	Iteration 35Q: 3 clusters Score -1.874723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 172119 members 
Entering Unmasked Estep 
Score: -18747234.000000 Penalty: 3920.191406
	Iteration 36Q: 3 clusters Score -1.874723e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 172142 members 
Entering Unmasked Estep 
Score: -18747230.000000 Penalty: 3920.191406
	Iteration 37Q: 3 clusters Score -1.874723e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 172164 members 
Entering Unmasked Estep 
Score: -18747244.000000 Penalty: 3920.191406
	Iteration 38Q: 3 clusters Score -1.874724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 172185 members 
Entering Unmasked Estep 
Score: -18747242.000000 Penalty: 3920.191406
	Iteration 39Q: 3 clusters Score -1.874724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -18747258.000000 Penalty: 3920.191406
	Iteration 40F: 3 clusters Score -1.874726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 172219 members 
Entering Unmasked Estep 
Score: -18747300.000000 Penalty: 3920.191406
	Iteration 41Q: 3 clusters Score -1.87473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 172234 members 
Entering Unmasked Estep 
Score: -18747304.000000 Penalty: 3920.191406
	Iteration 42Q: 3 clusters Score -1.87473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -18747306.000000 Penalty: 3920.191406
	Iteration 43Q: 3 clusters Score -1.874731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 172268 members 
Entering Unmasked Estep 
Score: -18747296.000000 Penalty: 3920.191406
	Iteration 44Q: 3 clusters Score -1.87473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 172278 members 
Entering Unmasked Estep 
Score: -18747296.000000 Penalty: 3920.191406
	Iteration 45Q: 3 clusters Score -1.87473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -18747310.000000 Penalty: 3920.191406
	Iteration 46Q: 3 clusters Score -1.874731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 172293 members 
Entering Unmasked Estep 
Score: -18747308.000000 Penalty: 3920.191406
	Iteration 47Q: 3 clusters Score -1.874731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 172301 members 
Entering Unmasked Estep 
Score: -18747318.000000 Penalty: 3920.191406
	Iteration 48Q: 3 clusters Score -1.874732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -18747316.000000 Penalty: 3920.191406
	Iteration 49Q: 3 clusters Score -1.874732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -18747318.000000 Penalty: 3920.191406
	Iteration 50Q: 3 clusters Score -1.874732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 172305 members 
Entering Unmasked Estep 
Score: -18747328.000000 Penalty: 3920.191406
	Iteration 51Q: 3 clusters Score -1.874733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 172305 members 
Entering Unmasked Estep 
Score: -18747328.000000 Penalty: 3920.191406
	Iteration 52F: 3 clusters Score -1.874733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Entering Unmasked Estep 
Score: -405653.125000 Penalty: 1346.682495
	Iteration 0F: 2 clusters Score -405653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -402378.625000 Penalty: 2693.364990
	Iteration 0F: 3 clusters Score -402378.6 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -403329.093750 Penalty: 2693.364990
	Iteration 1F: 3 clusters Score -403329.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -403551.375000 Penalty: 2693.364990
	Iteration 2F: 3 clusters Score -403551.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -403758.750000 Penalty: 2693.364990
	Iteration 3F: 3 clusters Score -403758.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -404034.437500 Penalty: 2693.364990
	Iteration 4F: 3 clusters Score -404034.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -404252.281250 Penalty: 2693.364990
	Iteration 5F: 3 clusters Score -404252.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -404414.250000 Penalty: 2693.364990
	Iteration 6F: 3 clusters Score -404414.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -404549.937500 Penalty: 2693.364990
	Iteration 7Q: 3 clusters Score -404549.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -404653.781250 Penalty: 2693.364990
	Iteration 8Q: 3 clusters Score -404653.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -404737.781250 Penalty: 2693.364990
	Iteration 9Q: 3 clusters Score -404737.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -404805.156250 Penalty: 2693.364990
	Iteration 10Q: 3 clusters Score -404805.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -404862.281250 Penalty: 2693.364990
	Iteration 11Q: 3 clusters Score -404862.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -404901.375000 Penalty: 2693.364990
	Iteration 12Q: 3 clusters Score -404901.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -404934.312500 Penalty: 2693.364990
	Iteration 13Q: 3 clusters Score -404934.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -404968.562500 Penalty: 2693.364990
	Iteration 14Q: 3 clusters Score -404968.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -404999.250000 Penalty: 2693.364990
	Iteration 15Q: 3 clusters Score -404999.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -405029.718750 Penalty: 2693.364990
	Iteration 16Q: 3 clusters Score -405029.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -405063.656250 Penalty: 2693.364990
	Iteration 17Q: 3 clusters Score -405063.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -405089.781250 Penalty: 2693.364990
	Iteration 18Q: 3 clusters Score -405089.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -405107.000000 Penalty: 2693.364990
	Iteration 19Q: 3 clusters Score -405107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -405126.812500 Penalty: 2693.364990
	Iteration 20F: 3 clusters Score -405126.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -405141.125000 Penalty: 2693.364990
	Iteration 21Q: 3 clusters Score -405141.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -405153.156250 Penalty: 2693.364990
	Iteration 22Q: 3 clusters Score -405153.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -405167.093750 Penalty: 2693.364990
	Iteration 23Q: 3 clusters Score -405167.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -405178.468750 Penalty: 2693.364990
	Iteration 24Q: 3 clusters Score -405178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -405183.593750 Penalty: 2693.364990
	Iteration 25Q: 3 clusters Score -405183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -405190.375000 Penalty: 2693.364990
	Iteration 26Q: 3 clusters Score -405190.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -405194.343750 Penalty: 2693.364990
	Iteration 27Q: 3 clusters Score -405194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -405197.312500 Penalty: 2693.364990
	Iteration 28Q: 3 clusters Score -405197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -405201.812500 Penalty: 2693.364990
	Iteration 29Q: 3 clusters Score -405201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -405203.187500 Penalty: 2693.364990
	Iteration 30Q: 3 clusters Score -405203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -405204.750000 Penalty: 2693.364990
	Iteration 31Q: 3 clusters Score -405204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -405205.781250 Penalty: 2693.364990
	Iteration 32Q: 3 clusters Score -405205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -405206.593750 Penalty: 2693.364990
	Iteration 33Q: 3 clusters Score -405206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -405209.000000 Penalty: 2693.364990
	Iteration 34Q: 3 clusters Score -405209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -405208.968750 Penalty: 2693.364990
	Iteration 35Q: 3 clusters Score -405209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -405208.968750 Penalty: 2693.364990
	Iteration 36F: 3 clusters Score -405209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174042 members 
Entering Unmasked Estep 
Score: -18878394.000000 Penalty: 1960.895874
	Iteration 0F: 2 clusters Score -1.887839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -18763872.000000 Penalty: 3921.791748
	Iteration 0F: 3 clusters Score -1.876387e+07 nChanged 84236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 95614 members 
Entering Unmasked Estep 
Score: -18814576.000000 Penalty: 3921.791748
	Iteration 1F: 3 clusters Score -1.881458e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -18816746.000000 Penalty: 3921.791748
	Iteration 2Q: 3 clusters Score -1.881675e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -18820618.000000 Penalty: 3921.791748
	Iteration 3Q: 3 clusters Score -1.882062e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 119934 members 
Entering Unmasked Estep 
Score: -18828456.000000 Penalty: 3921.791748
	Iteration 4F: 3 clusters Score -1.882846e+07 nChanged 15079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 134863 members 
Entering Unmasked Estep 
Score: -18840898.000000 Penalty: 3921.791748
	Iteration 5F: 3 clusters Score -1.88409e+07 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 150623 members 
Entering Unmasked Estep 
Score: -18856064.000000 Penalty: 3921.791748
	Iteration 6F: 3 clusters Score -1.885606e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -18868308.000000 Penalty: 3921.791748
	Iteration 7F: 3 clusters Score -1.886831e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 170008 members 
Entering Unmasked Estep 
Score: -18874414.000000 Penalty: 3921.791748
	Iteration 8Q: 3 clusters Score -1.887441e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 172594 members 
Entering Unmasked Estep 
Score: -18876000.000000 Penalty: 3921.791748
	Iteration 9Q: 3 clusters Score -1.8876e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 173406 members 
Entering Unmasked Estep 
Score: -18876394.000000 Penalty: 3921.791748
	Iteration 10Q: 3 clusters Score -1.887639e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 173652 members 
Entering Unmasked Estep 
Score: -18876542.000000 Penalty: 3921.791748
	Iteration 11Q: 3 clusters Score -1.887654e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 173743 members 
Entering Unmasked Estep 
Score: -18876628.000000 Penalty: 3921.791748
	Iteration 12Q: 3 clusters Score -1.887663e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 173781 members 
Entering Unmasked Estep 
Score: -18876636.000000 Penalty: 3921.791748
	Iteration 13Q: 3 clusters Score -1.887664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 173798 members 
Entering Unmasked Estep 
Score: -18876686.000000 Penalty: 3921.791748
	Iteration 14Q: 3 clusters Score -1.887669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 173801 members 
Entering Unmasked Estep 
Score: -18876714.000000 Penalty: 3921.791748
	Iteration 15Q: 3 clusters Score -1.887671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 173805 members 
Entering Unmasked Estep 
Score: -18876720.000000 Penalty: 3921.791748
	Iteration 16Q: 3 clusters Score -1.887672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 173810 members 
Entering Unmasked Estep 
Score: -18876728.000000 Penalty: 3921.791748
	Iteration 17Q: 3 clusters Score -1.887673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 173814 members 
Entering Unmasked Estep 
Score: -18876732.000000 Penalty: 3921.791748
	Iteration 18Q: 3 clusters Score -1.887673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173818 members 
Entering Unmasked Estep 
Score: -18876726.000000 Penalty: 3921.791748
	Iteration 19Q: 3 clusters Score -1.887673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173821 members 
Entering Unmasked Estep 
Score: -18876734.000000 Penalty: 3921.791748
	Iteration 20F: 3 clusters Score -1.887673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173821 members 
Entering Unmasked Estep 
Score: -18876734.000000 Penalty: 3921.791748
	Iteration 21Q: 3 clusters Score -1.887673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173823 members 
Entering Unmasked Estep 
Score: -18876732.000000 Penalty: 3921.791748
	Iteration 22Q: 3 clusters Score -1.887673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 173824 members 
Entering Unmasked Estep 
Score: -18876732.000000 Penalty: 3921.791748
	Iteration 23Q: 3 clusters Score -1.887673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 173824 members 
Entering Unmasked Estep 
Score: -18876732.000000 Penalty: 3921.791748
	Iteration 24F: 3 clusters Score -1.887673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Entering Unmasked Estep 
Score: -4545292.000000 Penalty: 1732.468628
	Iteration 0F: 2 clusters Score -4545292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4516958.500000 Penalty: 3464.937256
	Iteration 0F: 3 clusters Score -4516958 nChanged 19890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -4528162.500000 Penalty: 3464.937256
	Iteration 1F: 3 clusters Score -4528162 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -4528931.000000 Penalty: 3464.937256
	Iteration 2Q: 3 clusters Score -4528931 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -4529880.000000 Penalty: 3464.937256
	Iteration 3F: 3 clusters Score -4529880 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -4531203.000000 Penalty: 3464.937256
	Iteration 4F: 3 clusters Score -4531203 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -4532959.500000 Penalty: 3464.937256
	Iteration 5F: 3 clusters Score -4532960 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -4535100.000000 Penalty: 3464.937256
	Iteration 6F: 3 clusters Score -4535100 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4537367.000000 Penalty: 3464.937256
	Iteration 7F: 3 clusters Score -4537367 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4539425.000000 Penalty: 3464.937256
	Iteration 8F: 3 clusters Score -4539425 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -4541126.500000 Penalty: 3464.937256
	Iteration 9Q: 3 clusters Score -4541126 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -4542548.500000 Penalty: 3464.937256
	Iteration 10Q: 3 clusters Score -4542548 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -4543310.000000 Penalty: 3464.937256
	Iteration 11Q: 3 clusters Score -4543310 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -4543676.000000 Penalty: 3464.937256
	Iteration 12Q: 3 clusters Score -4543676 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -4543898.500000 Penalty: 3464.937256
	Iteration 13Q: 3 clusters Score -4543898 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4544002.500000 Penalty: 3464.937256
	Iteration 14Q: 3 clusters Score -4544002 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -4544091.000000 Penalty: 3464.937256
	Iteration 15Q: 3 clusters Score -4544091 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -4544135.500000 Penalty: 3464.937256
	Iteration 16Q: 3 clusters Score -4544136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -4544163.000000 Penalty: 3464.937256
	Iteration 17Q: 3 clusters Score -4544163 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4544194.500000 Penalty: 3464.937256
	Iteration 18Q: 3 clusters Score -4544194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -4544214.000000 Penalty: 3464.937256
	Iteration 19Q: 3 clusters Score -4544214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -4544232.500000 Penalty: 3464.937256
	Iteration 20F: 3 clusters Score -4544232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -4544235.500000 Penalty: 3464.937256
	Iteration 21Q: 3 clusters Score -4544236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -4544237.500000 Penalty: 3464.937256
	Iteration 22Q: 3 clusters Score -4544238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -4544245.000000 Penalty: 3464.937256
	Iteration 23Q: 3 clusters Score -4544245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -4544247.000000 Penalty: 3464.937256
	Iteration 24Q: 3 clusters Score -4544247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -4544256.000000 Penalty: 3464.937256
	Iteration 25Q: 3 clusters Score -4544256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -4544260.500000 Penalty: 3464.937256
	Iteration 26Q: 3 clusters Score -4544260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -4544273.500000 Penalty: 3464.937256
	Iteration 27Q: 3 clusters Score -4544274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -4544273.500000 Penalty: 3464.937256
	Iteration 28Q: 3 clusters Score -4544274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -4544286.500000 Penalty: 3464.937256
	Iteration 29Q: 3 clusters Score -4544286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -4544283.000000 Penalty: 3464.937256
	Iteration 30Q: 3 clusters Score -4544283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -4544285.500000 Penalty: 3464.937256
	Iteration 31Q: 3 clusters Score -4544286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -4544288.500000 Penalty: 3464.937256
	Iteration 32Q: 3 clusters Score -4544288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -4544300.000000 Penalty: 3464.937256
	Iteration 33Q: 3 clusters Score -4544300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -4544300.500000 Penalty: 3464.937256
	Iteration 34Q: 3 clusters Score -4544300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -4544298.500000 Penalty: 3464.937256
	Iteration 35Q: 3 clusters Score -4544298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -4544306.500000 Penalty: 3464.937256
	Iteration 36Q: 3 clusters Score -4544306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -4544306.500000 Penalty: 3464.937256
	Iteration 37Q: 3 clusters Score -4544306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -4544313.500000 Penalty: 3464.937256
	Iteration 38Q: 3 clusters Score -4544314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4544312.500000 Penalty: 3464.937256
	Iteration 39Q: 3 clusters Score -4544312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -4544313.000000 Penalty: 3464.937256
	Iteration 40F: 3 clusters Score -4544313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -4544312.500000 Penalty: 3464.937256
	Iteration 41Q: 3 clusters Score -4544312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -4544316.000000 Penalty: 3464.937256
	Iteration 42Q: 3 clusters Score -4544316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -4544312.500000 Penalty: 3464.937256
	Iteration 43Q: 3 clusters Score -4544312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -4544316.500000 Penalty: 3464.937256
	Iteration 44Q: 3 clusters Score -4544316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4544316.000000 Penalty: 3464.937256
	Iteration 45Q: 3 clusters Score -4544316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -4544313.500000 Penalty: 3464.937256
	Iteration 46Q: 3 clusters Score -4544314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -4544324.000000 Penalty: 3464.937256
	Iteration 47Q: 3 clusters Score -4544324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4544330.500000 Penalty: 3464.937256
	Iteration 48Q: 3 clusters Score -4544330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -4544333.500000 Penalty: 3464.937256
	Iteration 49Q: 3 clusters Score -4544334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -4544341.500000 Penalty: 3464.937256
	Iteration 50Q: 3 clusters Score -4544342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -4544339.500000 Penalty: 3464.937256
	Iteration 51Q: 3 clusters Score -4544340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -4544344.500000 Penalty: 3464.937256
	Iteration 52Q: 3 clusters Score -4544344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -4544343.500000 Penalty: 3464.937256
	Iteration 53Q: 3 clusters Score -4544344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -4544347.000000 Penalty: 3464.937256
	Iteration 54Q: 3 clusters Score -4544347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -4544343.000000 Penalty: 3464.937256
	Iteration 55Q: 3 clusters Score -4544343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -4544349.500000 Penalty: 3464.937256
	Iteration 56Q: 3 clusters Score -4544350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4544346.000000 Penalty: 3464.937256
	Iteration 57Q: 3 clusters Score -4544346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -4544345.500000 Penalty: 3464.937256
	Iteration 58Q: 3 clusters Score -4544346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -4544350.000000 Penalty: 3464.937256
	Iteration 59Q: 3 clusters Score -4544350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -4544342.000000 Penalty: 3464.937256
	Iteration 60F: 3 clusters Score -4544342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4544337.000000 Penalty: 3464.937256
	Iteration 61Q: 3 clusters Score -4544337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -4544342.000000 Penalty: 3464.937256
	Iteration 62Q: 3 clusters Score -4544342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4544339.500000 Penalty: 3464.937256
	Iteration 63Q: 3 clusters Score -4544340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -4544335.500000 Penalty: 3464.937256
	Iteration 64Q: 3 clusters Score -4544336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4544343.000000 Penalty: 3464.937256
	Iteration 65Q: 3 clusters Score -4544343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -4544347.500000 Penalty: 3464.937256
	Iteration 66Q: 3 clusters Score -4544348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -4544354.000000 Penalty: 3464.937256
	Iteration 67Q: 3 clusters Score -4544354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -4544348.000000 Penalty: 3464.937256
	Iteration 68Q: 3 clusters Score -4544348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -4544351.500000 Penalty: 3464.937256
	Iteration 69Q: 3 clusters Score -4544352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -4544356.000000 Penalty: 3464.937256
	Iteration 70Q: 3 clusters Score -4544356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -4544361.500000 Penalty: 3464.937256
	Iteration 71Q: 3 clusters Score -4544362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -4544362.500000 Penalty: 3464.937256
	Iteration 72Q: 3 clusters Score -4544362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -4544363.500000 Penalty: 3464.937256
	Iteration 73Q: 3 clusters Score -4544364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -4544361.000000 Penalty: 3464.937256
	Iteration 74Q: 3 clusters Score -4544361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -4544364.500000 Penalty: 3464.937256
	Iteration 75Q: 3 clusters Score -4544364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -4544368.500000 Penalty: 3464.937256
	Iteration 76Q: 3 clusters Score -4544368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -4544365.500000 Penalty: 3464.937256
	Iteration 77Q: 3 clusters Score -4544366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -4544364.000000 Penalty: 3464.937256
	Iteration 78Q: 3 clusters Score -4544364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -4544363.000000 Penalty: 3464.937256
	Iteration 79Q: 3 clusters Score -4544363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -4544368.000000 Penalty: 3464.937256
	Iteration 80F: 3 clusters Score -4544368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -4544364.500000 Penalty: 3464.937256
	Iteration 81Q: 3 clusters Score -4544364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -4544364.500000 Penalty: 3464.937256
	Iteration 82Q: 3 clusters Score -4544364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -4544364.500000 Penalty: 3464.937256
	Iteration 83F: 3 clusters Score -4544364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Entering Unmasked Estep 
Score: -7781289.000000 Penalty: 1815.479248
	Iteration 0F: 2 clusters Score -7781289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -7733615.000000 Penalty: 3630.958496
	Iteration 0F: 3 clusters Score -7733615 nChanged 33733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -7752866.500000 Penalty: 3630.958496
	Iteration 1F: 3 clusters Score -7752866 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -7753537.000000 Penalty: 3630.958496
	Iteration 2Q: 3 clusters Score -7753537 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -7754401.500000 Penalty: 3630.958496
	Iteration 3Q: 3 clusters Score -7754402 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -7755642.500000 Penalty: 3630.958496
	Iteration 4Q: 3 clusters Score -7755642 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7757537.000000 Penalty: 3630.958496
	Iteration 5F: 3 clusters Score -7757537 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -7760539.000000 Penalty: 3630.958496
	Iteration 6F: 3 clusters Score -7760539 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -7764584.000000 Penalty: 3630.958496
	Iteration 7F: 3 clusters Score -7764584 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -7769137.500000 Penalty: 3630.958496
	Iteration 8F: 3 clusters Score -7769138 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -7772505.500000 Penalty: 3630.958496
	Iteration 9F: 3 clusters Score -7772506 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -7773753.500000 Penalty: 3630.958496
	Iteration 10Q: 3 clusters Score -7773754 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -7774222.000000 Penalty: 3630.958496
	Iteration 11Q: 3 clusters Score -7774222 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -7774567.500000 Penalty: 3630.958496
	Iteration 12Q: 3 clusters Score -7774568 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -7774768.000000 Penalty: 3630.958496
	Iteration 13Q: 3 clusters Score -7774768 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -7774943.000000 Penalty: 3630.958496
	Iteration 14Q: 3 clusters Score -7774943 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -7775051.500000 Penalty: 3630.958496
	Iteration 15Q: 3 clusters Score -7775052 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -7775158.000000 Penalty: 3630.958496
	Iteration 16Q: 3 clusters Score -7775158 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -7775277.000000 Penalty: 3630.958496
	Iteration 17Q: 3 clusters Score -7775277 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -7775380.000000 Penalty: 3630.958496
	Iteration 18Q: 3 clusters Score -7775380 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -7775451.500000 Penalty: 3630.958496
	Iteration 19Q: 3 clusters Score -7775452 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -7775523.500000 Penalty: 3630.958496
	Iteration 20F: 3 clusters Score -7775524 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -7775593.500000 Penalty: 3630.958496
	Iteration 21Q: 3 clusters Score -7775594 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -7775706.500000 Penalty: 3630.958496
	Iteration 22Q: 3 clusters Score -7775706 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -7775756.500000 Penalty: 3630.958496
	Iteration 23Q: 3 clusters Score -7775756 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -7775859.000000 Penalty: 3630.958496
	Iteration 24Q: 3 clusters Score -7775859 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -7775934.500000 Penalty: 3630.958496
	Iteration 25Q: 3 clusters Score -7775934 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -7776039.000000 Penalty: 3630.958496
	Iteration 26Q: 3 clusters Score -7776039 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -7776115.000000 Penalty: 3630.958496
	Iteration 27Q: 3 clusters Score -7776115 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -7776195.500000 Penalty: 3630.958496
	Iteration 28Q: 3 clusters Score -7776196 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -7776301.500000 Penalty: 3630.958496
	Iteration 29Q: 3 clusters Score -7776302 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -7776390.000000 Penalty: 3630.958496
	Iteration 30Q: 3 clusters Score -7776390 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -7776509.000000 Penalty: 3630.958496
	Iteration 31Q: 3 clusters Score -7776509 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -7776602.000000 Penalty: 3630.958496
	Iteration 32Q: 3 clusters Score -7776602 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -7776744.500000 Penalty: 3630.958496
	Iteration 33Q: 3 clusters Score -7776744 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -7776880.000000 Penalty: 3630.958496
	Iteration 34Q: 3 clusters Score -7776880 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -7777018.000000 Penalty: 3630.958496
	Iteration 35Q: 3 clusters Score -7777018 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -7777081.500000 Penalty: 3630.958496
	Iteration 36Q: 3 clusters Score -7777082 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -7777257.000000 Penalty: 3630.958496
	Iteration 37Q: 3 clusters Score -7777257 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -7777396.000000 Penalty: 3630.958496
	Iteration 38Q: 3 clusters Score -7777396 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -7777587.500000 Penalty: 3630.958496
	Iteration 39Q: 3 clusters Score -7777588 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -7777720.000000 Penalty: 3630.958496
	Iteration 40F: 3 clusters Score -7777720 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -7777855.500000 Penalty: 3630.958496
	Iteration 41Q: 3 clusters Score -7777856 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -7777986.000000 Penalty: 3630.958496
	Iteration 42Q: 3 clusters Score -7777986 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -7778117.500000 Penalty: 3630.958496
	Iteration 43Q: 3 clusters Score -7778118 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -7778287.000000 Penalty: 3630.958496
	Iteration 44Q: 3 clusters Score -7778287 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -7778428.000000 Penalty: 3630.958496
	Iteration 45Q: 3 clusters Score -7778428 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -7778593.000000 Penalty: 3630.958496
	Iteration 46Q: 3 clusters Score -7778593 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -7778743.500000 Penalty: 3630.958496
	Iteration 47Q: 3 clusters Score -7778744 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -7778839.500000 Penalty: 3630.958496
	Iteration 48Q: 3 clusters Score -7778840 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -7778942.500000 Penalty: 3630.958496
	Iteration 49Q: 3 clusters Score -7778942 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -7779040.000000 Penalty: 3630.958496
	Iteration 50Q: 3 clusters Score -7779040 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -7779133.500000 Penalty: 3630.958496
	Iteration 51Q: 3 clusters Score -7779134 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -7779224.000000 Penalty: 3630.958496
	Iteration 52Q: 3 clusters Score -7779224 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -7779342.500000 Penalty: 3630.958496
	Iteration 53Q: 3 clusters Score -7779342 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -7779405.500000 Penalty: 3630.958496
	Iteration 54Q: 3 clusters Score -7779406 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -7779483.500000 Penalty: 3630.958496
	Iteration 55Q: 3 clusters Score -7779484 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -7779545.500000 Penalty: 3630.958496
	Iteration 56Q: 3 clusters Score -7779546 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -7779606.500000 Penalty: 3630.958496
	Iteration 57Q: 3 clusters Score -7779606 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -7779650.500000 Penalty: 3630.958496
	Iteration 58Q: 3 clusters Score -7779650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -7779688.500000 Penalty: 3630.958496
	Iteration 59Q: 3 clusters Score -7779688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -7779724.000000 Penalty: 3630.958496
	Iteration 60F: 3 clusters Score -7779724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -7779761.500000 Penalty: 3630.958496
	Iteration 61Q: 3 clusters Score -7779762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -7779785.000000 Penalty: 3630.958496
	Iteration 62Q: 3 clusters Score -7779785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -7779793.000000 Penalty: 3630.958496
	Iteration 63Q: 3 clusters Score -7779793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -7779790.000000 Penalty: 3630.958496
	Iteration 64Q: 3 clusters Score -7779790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -7779801.000000 Penalty: 3630.958496
	Iteration 65Q: 3 clusters Score -7779801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -7779814.500000 Penalty: 3630.958496
	Iteration 66Q: 3 clusters Score -7779814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -7779827.000000 Penalty: 3630.958496
	Iteration 67Q: 3 clusters Score -7779827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -7779837.000000 Penalty: 3630.958496
	Iteration 68Q: 3 clusters Score -7779837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -7779842.000000 Penalty: 3630.958496
	Iteration 69Q: 3 clusters Score -7779842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -7779843.500000 Penalty: 3630.958496
	Iteration 70Q: 3 clusters Score -7779844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -7779857.500000 Penalty: 3630.958496
	Iteration 71Q: 3 clusters Score -7779858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -7779867.500000 Penalty: 3630.958496
	Iteration 72Q: 3 clusters Score -7779868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -7779862.500000 Penalty: 3630.958496
	Iteration 73Q: 3 clusters Score -7779862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -7779873.500000 Penalty: 3630.958496
	Iteration 74Q: 3 clusters Score -7779874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -7779867.000000 Penalty: 3630.958496
	Iteration 75Q: 3 clusters Score -7779867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -7779866.500000 Penalty: 3630.958496
	Iteration 76Q: 3 clusters Score -7779866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -7779867.000000 Penalty: 3630.958496
	Iteration 77Q: 3 clusters Score -7779867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -7779867.500000 Penalty: 3630.958496
	Iteration 78Q: 3 clusters Score -7779868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -7779867.500000 Penalty: 3630.958496
	Iteration 79Q: 3 clusters Score -7779868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -7779872.500000 Penalty: 3630.958496
	Iteration 80F: 3 clusters Score -7779872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -7779880.000000 Penalty: 3630.958496
	Iteration 81Q: 3 clusters Score -7779880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -7779876.500000 Penalty: 3630.958496
	Iteration 82Q: 3 clusters Score -7779876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -7779884.500000 Penalty: 3630.958496
	Iteration 83Q: 3 clusters Score -7779884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -7779886.500000 Penalty: 3630.958496
	Iteration 84Q: 3 clusters Score -7779886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -7779886.500000 Penalty: 3630.958496
	Iteration 85F: 3 clusters Score -7779886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (176004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176004 members 
Entering Unmasked Estep 
Score: -19054704.000000 Penalty: 1962.717651
	Iteration 0F: 2 clusters Score -1.90547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -18937582.000000 Penalty: 3925.435303
	Iteration 0F: 3 clusters Score -1.893758e+07 nChanged 85173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -18989372.000000 Penalty: 3925.435303
	Iteration 1F: 3 clusters Score -1.898937e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -18992570.000000 Penalty: 3925.435303
	Iteration 2Q: 3 clusters Score -1.899257e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 119133 members 
Entering Unmasked Estep 
Score: -18998916.000000 Penalty: 3925.435303
	Iteration 3F: 3 clusters Score -1.899892e+07 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -19011468.000000 Penalty: 3925.435303
	Iteration 4F: 3 clusters Score -1.901147e+07 nChanged 18282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 153279 members 
Entering Unmasked Estep 
Score: -19029228.000000 Penalty: 3925.435303
	Iteration 5F: 3 clusters Score -1.902923e+07 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -19044346.000000 Penalty: 3925.435303
	Iteration 6F: 3 clusters Score -1.904435e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 174173 members 
Entering Unmasked Estep 
Score: -19051162.000000 Penalty: 3925.435303
	Iteration 7Q: 3 clusters Score -1.905116e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -19052570.000000 Penalty: 3925.435303
	Iteration 8Q: 3 clusters Score -1.905257e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 175885 members 
Entering Unmasked Estep 
Score: -19052800.000000 Penalty: 3925.435303
	Iteration 9Q: 3 clusters Score -1.90528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 175905 members 
Entering Unmasked Estep 
Score: -19052858.000000 Penalty: 3925.435303
	Iteration 10Q: 3 clusters Score -1.905286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 175912 members 
Entering Unmasked Estep 
Score: -19052886.000000 Penalty: 3925.435303
	Iteration 11Q: 3 clusters Score -1.905289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 175915 members 
Entering Unmasked Estep 
Score: -19052910.000000 Penalty: 3925.435303
	Iteration 12Q: 3 clusters Score -1.905291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 175916 members 
Entering Unmasked Estep 
Score: -19052922.000000 Penalty: 3925.435303
	Iteration 13Q: 3 clusters Score -1.905292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 175917 members 
Entering Unmasked Estep 
Score: -19052922.000000 Penalty: 3925.435303
	Iteration 14Q: 3 clusters Score -1.905292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 175919 members 
Entering Unmasked Estep 
Score: -19052932.000000 Penalty: 3925.435303
	Iteration 15Q: 3 clusters Score -1.905293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 175918 members 
Entering Unmasked Estep 
Score: -19052930.000000 Penalty: 3925.435303
	Iteration 16Q: 3 clusters Score -1.905293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 175918 members 
Entering Unmasked Estep 
Score: -19052930.000000 Penalty: 3925.435303
	Iteration 17F: 3 clusters Score -1.905293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -313155.281250 Penalty: 1305.416748
	Iteration 0F: 2 clusters Score -313155.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -310472.593750 Penalty: 2610.833496
	Iteration 0F: 3 clusters Score -310472.6 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -311269.531250 Penalty: 2610.833496
	Iteration 1F: 3 clusters Score -311269.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -311625.906250 Penalty: 2610.833496
	Iteration 2F: 3 clusters Score -311625.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -312074.031250 Penalty: 2610.833496
	Iteration 3F: 3 clusters Score -312074 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -312675.093750 Penalty: 2610.833496
	Iteration 4F: 3 clusters Score -312675.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -313148.562500 Penalty: 2610.833496
	Iteration 5F: 3 clusters Score -313148.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -313398.156250 Penalty: 2610.833496
	Iteration 6F: 3 clusters Score -313398.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -313532.343750 Penalty: 2610.833496
	Iteration 7Q: 3 clusters Score -313532.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -313606.968750 Penalty: 2610.833496
	Iteration 8Q: 3 clusters Score -313607 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -313641.750000 Penalty: 2610.833496
	Iteration 9Q: 3 clusters Score -313641.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -313658.375000 Penalty: 2610.833496
	Iteration 10Q: 3 clusters Score -313658.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -313673.375000 Penalty: 2610.833496
	Iteration 11Q: 3 clusters Score -313673.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -313687.687500 Penalty: 2610.833496
	Iteration 12Q: 3 clusters Score -313687.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -313704.968750 Penalty: 2610.833496
	Iteration 13Q: 3 clusters Score -313705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -313721.750000 Penalty: 2610.833496
	Iteration 14Q: 3 clusters Score -313721.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -313739.750000 Penalty: 2610.833496
	Iteration 15Q: 3 clusters Score -313739.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -313747.437500 Penalty: 2610.833496
	Iteration 16Q: 3 clusters Score -313747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -313751.218750 Penalty: 2610.833496
	Iteration 17Q: 3 clusters Score -313751.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -313754.593750 Penalty: 2610.833496
	Iteration 18Q: 3 clusters Score -313754.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -313755.906250 Penalty: 2610.833496
	Iteration 19Q: 3 clusters Score -313755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -313756.062500 Penalty: 2610.833496
	Iteration 20F: 3 clusters Score -313756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 45688 members 
Mstep: Class 3 contains 73212 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 173187 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 9 contains 174042 members 
Mstep: Class 10 contains 42674 members 
Mstep: Class 14 contains 71124 members 
Mstep: Class 17 contains 176004 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 3791 members 
Mstep: Class 21 contains 66253 members 
Mstep: Class 22 contains 47940 members 
Entering Unmasked Estep 
Score: -93850944.000000 Penalty: 33373.367188
Splitting cluster 18 changes total score from -93851376.000000 to -93850944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -404235.968750 Penalty: 1339.062622
	Iteration 0F: 2 clusters Score -404236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -401015.562500 Penalty: 2678.125244
	Iteration 0F: 3 clusters Score -401015.6 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -401849.312500 Penalty: 2678.125244
	Iteration 1F: 3 clusters Score -401849.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -401986.968750 Penalty: 2678.125244
	Iteration 2F: 3 clusters Score -401987 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -402066.625000 Penalty: 2678.125244
	Iteration 3Q: 3 clusters Score -402066.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -402127.843750 Penalty: 2678.125244
	Iteration 4Q: 3 clusters Score -402127.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -402171.468750 Penalty: 2678.125244
	Iteration 5Q: 3 clusters Score -402171.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -402192.562500 Penalty: 2678.125244
	Iteration 6Q: 3 clusters Score -402192.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -402204.593750 Penalty: 2678.125244
	Iteration 7Q: 3 clusters Score -402204.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -402215.062500 Penalty: 2678.125244
	Iteration 8Q: 3 clusters Score -402215.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -402221.875000 Penalty: 2678.125244
	Iteration 9Q: 3 clusters Score -402221.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -402230.625000 Penalty: 2678.125244
	Iteration 10Q: 3 clusters Score -402230.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -402238.500000 Penalty: 2678.125244
	Iteration 11Q: 3 clusters Score -402238.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -402243.843750 Penalty: 2678.125244
	Iteration 12Q: 3 clusters Score -402243.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402249.937500 Penalty: 2678.125244
	Iteration 13Q: 3 clusters Score -402249.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -402256.562500 Penalty: 2678.125244
	Iteration 14Q: 3 clusters Score -402256.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -402262.218750 Penalty: 2678.125244
	Iteration 15Q: 3 clusters Score -402262.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -402269.312500 Penalty: 2678.125244
	Iteration 16Q: 3 clusters Score -402269.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -402273.343750 Penalty: 2678.125244
	Iteration 17Q: 3 clusters Score -402273.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -402276.093750 Penalty: 2678.125244
	Iteration 18Q: 3 clusters Score -402276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -402279.656250 Penalty: 2678.125244
	Iteration 19Q: 3 clusters Score -402279.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -402284.031250 Penalty: 2678.125244
	Iteration 20F: 3 clusters Score -402284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -402286.750000 Penalty: 2678.125244
	Iteration 21Q: 3 clusters Score -402286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -402287.437500 Penalty: 2678.125244
	Iteration 22Q: 3 clusters Score -402287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -402289.375000 Penalty: 2678.125244
	Iteration 23Q: 3 clusters Score -402289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -402289.187500 Penalty: 2678.125244
	Iteration 24Q: 3 clusters Score -402289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -402289.812500 Penalty: 2678.125244
	Iteration 25Q: 3 clusters Score -402289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -402289.812500 Penalty: 2678.125244
	Iteration 26F: 3 clusters Score -402289.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (66253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Entering Unmasked Estep 
Score: -7247733.000000 Penalty: 1803.950928
	Iteration 0F: 2 clusters Score -7247733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -7203220.000000 Penalty: 3607.901855
	Iteration 0F: 3 clusters Score -7203220 nChanged 31424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -7221802.500000 Penalty: 3607.901855
	Iteration 1F: 3 clusters Score -7221802 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -7222917.000000 Penalty: 3607.901855
	Iteration 2Q: 3 clusters Score -7222917 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -7224532.000000 Penalty: 3607.901855
	Iteration 3F: 3 clusters Score -7224532 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -7226967.500000 Penalty: 3607.901855
	Iteration 4F: 3 clusters Score -7226968 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -7230503.500000 Penalty: 3607.901855
	Iteration 5F: 3 clusters Score -7230504 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -7235041.000000 Penalty: 3607.901855
	Iteration 6F: 3 clusters Score -7235041 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -7239131.000000 Penalty: 3607.901855
	Iteration 7F: 3 clusters Score -7239131 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -7241536.500000 Penalty: 3607.901855
	Iteration 8Q: 3 clusters Score -7241536 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -7242589.500000 Penalty: 3607.901855
	Iteration 9Q: 3 clusters Score -7242590 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7243175.500000 Penalty: 3607.901855
	Iteration 10Q: 3 clusters Score -7243176 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -7243498.000000 Penalty: 3607.901855
	Iteration 11Q: 3 clusters Score -7243498 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -7243849.000000 Penalty: 3607.901855
	Iteration 12Q: 3 clusters Score -7243849 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -7244114.000000 Penalty: 3607.901855
	Iteration 13Q: 3 clusters Score -7244114 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -7244408.000000 Penalty: 3607.901855
	Iteration 14Q: 3 clusters Score -7244408 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -7244628.500000 Penalty: 3607.901855
	Iteration 15Q: 3 clusters Score -7244628 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -7244825.500000 Penalty: 3607.901855
	Iteration 16Q: 3 clusters Score -7244826 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -7244982.500000 Penalty: 3607.901855
	Iteration 17Q: 3 clusters Score -7244982 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -7245106.000000 Penalty: 3607.901855
	Iteration 18Q: 3 clusters Score -7245106 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -7245229.500000 Penalty: 3607.901855
	Iteration 19Q: 3 clusters Score -7245230 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -7245370.500000 Penalty: 3607.901855
	Iteration 20F: 3 clusters Score -7245370 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -7245475.500000 Penalty: 3607.901855
	Iteration 21Q: 3 clusters Score -7245476 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -7245569.500000 Penalty: 3607.901855
	Iteration 22Q: 3 clusters Score -7245570 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -7245649.500000 Penalty: 3607.901855
	Iteration 23Q: 3 clusters Score -7245650 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -7245722.000000 Penalty: 3607.901855
	Iteration 24Q: 3 clusters Score -7245722 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -7245798.000000 Penalty: 3607.901855
	Iteration 25Q: 3 clusters Score -7245798 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -7245909.000000 Penalty: 3607.901855
	Iteration 26Q: 3 clusters Score -7245909 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -7245980.000000 Penalty: 3607.901855
	Iteration 27Q: 3 clusters Score -7245980 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -7246029.500000 Penalty: 3607.901855
	Iteration 28Q: 3 clusters Score -7246030 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -7246071.000000 Penalty: 3607.901855
	Iteration 29Q: 3 clusters Score -7246071 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -7246108.500000 Penalty: 3607.901855
	Iteration 30Q: 3 clusters Score -7246108 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -7246162.500000 Penalty: 3607.901855
	Iteration 31Q: 3 clusters Score -7246162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -7246201.000000 Penalty: 3607.901855
	Iteration 32Q: 3 clusters Score -7246201 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -7246215.500000 Penalty: 3607.901855
	Iteration 33Q: 3 clusters Score -7246216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -7246245.500000 Penalty: 3607.901855
	Iteration 34Q: 3 clusters Score -7246246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -7246264.500000 Penalty: 3607.901855
	Iteration 35Q: 3 clusters Score -7246264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -7246275.000000 Penalty: 3607.901855
	Iteration 36Q: 3 clusters Score -7246275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -7246303.500000 Penalty: 3607.901855
	Iteration 37Q: 3 clusters Score -7246304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -7246303.500000 Penalty: 3607.901855
	Iteration 38Q: 3 clusters Score -7246304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -7246315.000000 Penalty: 3607.901855
	Iteration 39Q: 3 clusters Score -7246315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -7246326.500000 Penalty: 3607.901855
	Iteration 40F: 3 clusters Score -7246326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -7246352.000000 Penalty: 3607.901855
	Iteration 41Q: 3 clusters Score -7246352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -7246367.500000 Penalty: 3607.901855
	Iteration 42Q: 3 clusters Score -7246368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -7246385.000000 Penalty: 3607.901855
	Iteration 43Q: 3 clusters Score -7246385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -7246387.500000 Penalty: 3607.901855
	Iteration 44Q: 3 clusters Score -7246388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -7246396.500000 Penalty: 3607.901855
	Iteration 45Q: 3 clusters Score -7246396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -7246403.500000 Penalty: 3607.901855
	Iteration 46Q: 3 clusters Score -7246404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -7246400.500000 Penalty: 3607.901855
	Iteration 47Q: 3 clusters Score -7246400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 64763 members 
Entering Unmasked Estep 
Score: -7246425.000000 Penalty: 3607.901855
	Iteration 48Q: 3 clusters Score -7246425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -7246441.500000 Penalty: 3607.901855
	Iteration 49Q: 3 clusters Score -7246442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -7246458.000000 Penalty: 3607.901855
	Iteration 50Q: 3 clusters Score -7246458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -7246468.500000 Penalty: 3607.901855
	Iteration 51Q: 3 clusters Score -7246468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -7246472.000000 Penalty: 3607.901855
	Iteration 52Q: 3 clusters Score -7246472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -7246463.500000 Penalty: 3607.901855
	Iteration 53Q: 3 clusters Score -7246464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -7246468.500000 Penalty: 3607.901855
	Iteration 54Q: 3 clusters Score -7246468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -7246477.500000 Penalty: 3607.901855
	Iteration 55Q: 3 clusters Score -7246478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -7246476.500000 Penalty: 3607.901855
	Iteration 56Q: 3 clusters Score -7246476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -7246482.000000 Penalty: 3607.901855
	Iteration 57Q: 3 clusters Score -7246482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -7246481.000000 Penalty: 3607.901855
	Iteration 58Q: 3 clusters Score -7246481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -7246480.500000 Penalty: 3607.901855
	Iteration 59Q: 3 clusters Score -7246480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -7246479.000000 Penalty: 3607.901855
	Iteration 60F: 3 clusters Score -7246479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -7246481.500000 Penalty: 3607.901855
	Iteration 61Q: 3 clusters Score -7246482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -7246480.000000 Penalty: 3607.901855
	Iteration 62Q: 3 clusters Score -7246480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -7246481.000000 Penalty: 3607.901855
	Iteration 63Q: 3 clusters Score -7246481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -7246481.000000 Penalty: 3607.901855
	Iteration 64F: 3 clusters Score -7246481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Entering Unmasked Estep 
Score: -5261392.500000 Penalty: 1751.377075
	Iteration 0F: 2 clusters Score -5261392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5229234.500000 Penalty: 3502.754150
	Iteration 0F: 3 clusters Score -5229234 nChanged 22456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5242333.000000 Penalty: 3502.754150
	Iteration 1F: 3 clusters Score -5242333 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -5243100.000000 Penalty: 3502.754150
	Iteration 2Q: 3 clusters Score -5243100 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -5244180.000000 Penalty: 3502.754150
	Iteration 3Q: 3 clusters Score -5244180 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -5245608.500000 Penalty: 3502.754150
	Iteration 4F: 3 clusters Score -5245608 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -5247554.000000 Penalty: 3502.754150
	Iteration 5F: 3 clusters Score -5247554 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -5249995.000000 Penalty: 3502.754150
	Iteration 6F: 3 clusters Score -5249995 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -5252642.500000 Penalty: 3502.754150
	Iteration 7F: 3 clusters Score -5252642 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -5254853.500000 Penalty: 3502.754150
	Iteration 8F: 3 clusters Score -5254854 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -5256234.500000 Penalty: 3502.754150
	Iteration 9Q: 3 clusters Score -5256234 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5257152.000000 Penalty: 3502.754150
	Iteration 10Q: 3 clusters Score -5257152 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5257790.000000 Penalty: 3502.754150
	Iteration 11Q: 3 clusters Score -5257790 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5258293.500000 Penalty: 3502.754150
	Iteration 12Q: 3 clusters Score -5258294 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5258686.500000 Penalty: 3502.754150
	Iteration 13Q: 3 clusters Score -5258686 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5258999.000000 Penalty: 3502.754150
	Iteration 14Q: 3 clusters Score -5258999 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5259254.000000 Penalty: 3502.754150
	Iteration 15Q: 3 clusters Score -5259254 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5259445.000000 Penalty: 3502.754150
	Iteration 16Q: 3 clusters Score -5259445 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5259601.000000 Penalty: 3502.754150
	Iteration 17Q: 3 clusters Score -5259601 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5259724.500000 Penalty: 3502.754150
	Iteration 18Q: 3 clusters Score -5259724 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5259821.500000 Penalty: 3502.754150
	Iteration 19Q: 3 clusters Score -5259822 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5259863.000000 Penalty: 3502.754150
	Iteration 20F: 3 clusters Score -5259863 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5259895.500000 Penalty: 3502.754150
	Iteration 21Q: 3 clusters Score -5259896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5259915.000000 Penalty: 3502.754150
	Iteration 22Q: 3 clusters Score -5259915 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5259957.000000 Penalty: 3502.754150
	Iteration 23Q: 3 clusters Score -5259957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5259975.000000 Penalty: 3502.754150
	Iteration 24Q: 3 clusters Score -5259975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5260001.000000 Penalty: 3502.754150
	Iteration 25Q: 3 clusters Score -5260001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5260017.500000 Penalty: 3502.754150
	Iteration 26Q: 3 clusters Score -5260018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5260036.500000 Penalty: 3502.754150
	Iteration 27Q: 3 clusters Score -5260036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5260060.500000 Penalty: 3502.754150
	Iteration 28Q: 3 clusters Score -5260060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5260075.500000 Penalty: 3502.754150
	Iteration 29Q: 3 clusters Score -5260076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5260076.000000 Penalty: 3502.754150
	Iteration 30Q: 3 clusters Score -5260076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5260080.500000 Penalty: 3502.754150
	Iteration 31Q: 3 clusters Score -5260080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5260076.500000 Penalty: 3502.754150
	Iteration 32Q: 3 clusters Score -5260076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5260084.500000 Penalty: 3502.754150
	Iteration 33Q: 3 clusters Score -5260084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5260083.500000 Penalty: 3502.754150
	Iteration 34Q: 3 clusters Score -5260084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5260079.000000 Penalty: 3502.754150
	Iteration 35Q: 3 clusters Score -5260079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5260081.000000 Penalty: 3502.754150
	Iteration 36Q: 3 clusters Score -5260081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5260074.500000 Penalty: 3502.754150
	Iteration 37Q: 3 clusters Score -5260074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5260078.500000 Penalty: 3502.754150
	Iteration 38Q: 3 clusters Score -5260078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5260090.000000 Penalty: 3502.754150
	Iteration 39Q: 3 clusters Score -5260090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5260090.000000 Penalty: 3502.754150
	Iteration 40F: 3 clusters Score -5260090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 45688 members 
Mstep: Class 3 contains 73212 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 6 contains 173187 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 9 contains 174042 members 
Mstep: Class 10 contains 42674 members 
Mstep: Class 14 contains 71124 members 
Mstep: Class 17 contains 176004 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 3791 members 
Mstep: Class 21 contains 66253 members 
Mstep: Class 22 contains 47940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851224.000000 Penalty: 31148.474609
Iteration 159Q: 15 clusters Score -9.385122e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 45626 members 
Mstep: Class 3 contains 73126 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 6 contains 173068 members 
Mstep: Class 7 contains 3975 members 
Mstep: Class 9 contains 174045 members 
Mstep: Class 10 contains 42675 members 
Mstep: Class 14 contains 71075 members 
Mstep: Class 17 contains 176235 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 3797 members 
Mstep: Class 21 contains 66312 members 
Mstep: Class 22 contains 47944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851360.000000 Penalty: 31148.474609
Iteration 160F: 15 clusters Score -9.385136e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 45555 members 
Mstep: Class 3 contains 73061 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 6 contains 172954 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 9 contains 174045 members 
Mstep: Class 10 contains 42679 members 
Mstep: Class 14 contains 71041 members 
Mstep: Class 17 contains 176450 members 
Mstep: Class 18 contains 3076 members 
Mstep: Class 19 contains 3804 members 
Mstep: Class 21 contains 66365 members 
Mstep: Class 22 contains 47942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851232.000000 Penalty: 31148.474609
Iteration 161Q: 15 clusters Score -9.385123e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 45500 members 
Mstep: Class 3 contains 73003 members 
Mstep: Class 4 contains 371 members 
Mstep: Class 6 contains 172847 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 9 contains 174061 members 
Mstep: Class 10 contains 42682 members 
Mstep: Class 14 contains 70998 members 
Mstep: Class 17 contains 176605 members 
Mstep: Class 18 contains 3074 members 
Mstep: Class 19 contains 3809 members 
Mstep: Class 21 contains 66429 members 
Mstep: Class 22 contains 47951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851072.000000 Penalty: 31148.474609
Iteration 162Q: 15 clusters Score -9.385107e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 45442 members 
Mstep: Class 3 contains 72935 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 6 contains 172753 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 9 contains 174083 members 
Mstep: Class 10 contains 42682 members 
Mstep: Class 14 contains 70950 members 
Mstep: Class 17 contains 176765 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 21 contains 66490 members 
Mstep: Class 22 contains 47967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851216.000000 Penalty: 31148.474609
Iteration 163Q: 15 clusters Score -9.385122e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 45376 members 
Mstep: Class 3 contains 72880 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 6 contains 172667 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 9 contains 174103 members 
Mstep: Class 10 contains 42681 members 
Mstep: Class 14 contains 70908 members 
Mstep: Class 17 contains 176900 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 21 contains 66562 members 
Mstep: Class 22 contains 47979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851208.000000 Penalty: 31148.474609
Iteration 164Q: 15 clusters Score -9.385121e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 45334 members 
Mstep: Class 3 contains 72834 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 6 contains 172566 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 9 contains 174113 members 
Mstep: Class 10 contains 42678 members 
Mstep: Class 14 contains 70881 members 
Mstep: Class 17 contains 177008 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 3816 members 
Mstep: Class 21 contains 66639 members 
Mstep: Class 22 contains 47991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851160.000000 Penalty: 31148.474609
Iteration 165Q: 15 clusters Score -9.385116e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 45283 members 
Mstep: Class 3 contains 72800 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 6 contains 172484 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 9 contains 174105 members 
Mstep: Class 10 contains 42681 members 
Mstep: Class 14 contains 70861 members 
Mstep: Class 17 contains 177103 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 3818 members 
Mstep: Class 21 contains 66715 members 
Mstep: Class 22 contains 48000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851232.000000 Penalty: 31148.474609
Iteration 166Q: 15 clusters Score -9.385123e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 45236 members 
Mstep: Class 3 contains 72767 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 6 contains 172401 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 9 contains 174101 members 
Mstep: Class 10 contains 42681 members 
Mstep: Class 14 contains 70848 members 
Mstep: Class 17 contains 177184 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 3818 members 
Mstep: Class 21 contains 66788 members 
Mstep: Class 22 contains 48014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851144.000000 Penalty: 31148.474609
Iteration 167Q: 15 clusters Score -9.385114e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45183 members 
Mstep: Class 3 contains 72734 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 6 contains 172342 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 9 contains 174094 members 
Mstep: Class 10 contains 42685 members 
Mstep: Class 14 contains 70837 members 
Mstep: Class 17 contains 177263 members 
Mstep: Class 18 contains 3061 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 21 contains 66839 members 
Mstep: Class 22 contains 48033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851096.000000 Penalty: 31148.474609
Iteration 168Q: 15 clusters Score -9.38511e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 45139 members 
Mstep: Class 3 contains 72693 members 
Mstep: Class 4 contains 373 members 
Mstep: Class 6 contains 172263 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 9 contains 174104 members 
Mstep: Class 10 contains 42686 members 
Mstep: Class 14 contains 70822 members 
Mstep: Class 17 contains 177363 members 
Mstep: Class 18 contains 3058 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 21 contains 66887 members 
Mstep: Class 22 contains 48043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851128.000000 Penalty: 31148.474609
Iteration 169Q: 15 clusters Score -9.385113e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 45088 members 
Mstep: Class 3 contains 72655 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 172170 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 9 contains 174106 members 
Mstep: Class 10 contains 42687 members 
Mstep: Class 14 contains 70808 members 
Mstep: Class 17 contains 177462 members 
Mstep: Class 18 contains 3059 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 21 contains 66936 members 
Mstep: Class 22 contains 48065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851104.000000 Penalty: 31148.474609
Iteration 170Q: 15 clusters Score -9.38511e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 45036 members 
Mstep: Class 3 contains 72630 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 172087 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 9 contains 174089 members 
Mstep: Class 10 contains 42688 members 
Mstep: Class 14 contains 70788 members 
Mstep: Class 17 contains 177581 members 
Mstep: Class 18 contains 3060 members 
Mstep: Class 19 contains 3823 members 
Mstep: Class 21 contains 66985 members 
Mstep: Class 22 contains 48076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851032.000000 Penalty: 31148.474609
Iteration 171Q: 15 clusters Score -9.385103e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 45007 members 
Mstep: Class 3 contains 72610 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171983 members 
Mstep: Class 7 contains 4002 members 
Mstep: Class 9 contains 174081 members 
Mstep: Class 10 contains 42693 members 
Mstep: Class 14 contains 70765 members 
Mstep: Class 17 contains 177688 members 
Mstep: Class 18 contains 3060 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 21 contains 67034 members 
Mstep: Class 22 contains 48089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851000.000000 Penalty: 31148.474609
Iteration 172Q: 15 clusters Score -9.3851e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 44984 members 
Mstep: Class 3 contains 72593 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171879 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 9 contains 174088 members 
Mstep: Class 10 contains 42695 members 
Mstep: Class 14 contains 70733 members 
Mstep: Class 17 contains 177780 members 
Mstep: Class 18 contains 3060 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 21 contains 67078 members 
Mstep: Class 22 contains 48104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850992.000000 Penalty: 31148.474609
Iteration 173Q: 15 clusters Score -9.385099e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 44955 members 
Mstep: Class 3 contains 72584 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171788 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 174085 members 
Mstep: Class 10 contains 42699 members 
Mstep: Class 14 contains 70701 members 
Mstep: Class 17 contains 177877 members 
Mstep: Class 18 contains 3058 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 21 contains 67124 members 
Mstep: Class 22 contains 48117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 15 clusters Score -9.385098e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 44931 members 
Mstep: Class 3 contains 72568 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171682 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 174102 members 
Mstep: Class 10 contains 42702 members 
Mstep: Class 14 contains 70673 members 
Mstep: Class 17 contains 177974 members 
Mstep: Class 18 contains 3060 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 21 contains 67166 members 
Mstep: Class 22 contains 48131 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 15 clusters Score -9.385101e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 44905 members 
Mstep: Class 3 contains 72548 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171597 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 174117 members 
Mstep: Class 10 contains 42703 members 
Mstep: Class 14 contains 70650 members 
Mstep: Class 17 contains 178063 members 
Mstep: Class 18 contains 3063 members 
Mstep: Class 19 contains 3818 members 
Mstep: Class 21 contains 67201 members 
Mstep: Class 22 contains 48143 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 15 clusters Score -9.385114e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44879 members 
Mstep: Class 3 contains 72526 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171487 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 174146 members 
Mstep: Class 10 contains 42705 members 
Mstep: Class 14 contains 70636 members 
Mstep: Class 17 contains 178144 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 3818 members 
Mstep: Class 21 contains 67236 members 
Mstep: Class 22 contains 48168 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 15 clusters Score -9.385116e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44850 members 
Mstep: Class 3 contains 72507 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171387 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 174179 members 
Mstep: Class 10 contains 42709 members 
Mstep: Class 14 contains 70616 members 
Mstep: Class 17 contains 178203 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 21 contains 67281 members 
Mstep: Class 22 contains 48196 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 15 clusters Score -9.385116e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 44816 members 
Mstep: Class 3 contains 72489 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171284 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 174210 members 
Mstep: Class 10 contains 42711 members 
Mstep: Class 14 contains 70599 members 
Mstep: Class 17 contains 178265 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 3819 members 
Mstep: Class 21 contains 67332 members 
Mstep: Class 22 contains 48221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851136.000000 Penalty: 31148.474609
Iteration 179Q: 15 clusters Score -9.385114e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44786 members 
Mstep: Class 3 contains 72476 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171190 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 174249 members 
Mstep: Class 10 contains 42714 members 
Mstep: Class 14 contains 70568 members 
Mstep: Class 17 contains 178322 members 
Mstep: Class 18 contains 3061 members 
Mstep: Class 19 contains 3819 members 
Mstep: Class 21 contains 67383 members 
Mstep: Class 22 contains 48239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851040.000000 Penalty: 31148.474609
Iteration 180F: 15 clusters Score -9.385104e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44744 members 
Mstep: Class 3 contains 72458 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 6 contains 171086 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 174290 members 
Mstep: Class 10 contains 42717 members 
Mstep: Class 14 contains 70552 members 
Mstep: Class 17 contains 178395 members 
Mstep: Class 18 contains 3063 members 
Mstep: Class 19 contains 3819 members 
Mstep: Class 21 contains 67433 members 
Mstep: Class 22 contains 48250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851056.000000 Penalty: 31148.474609
Iteration 181Q: 15 clusters Score -9.385106e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44701 members 
Mstep: Class 3 contains 72440 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 6 contains 170992 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174311 members 
Mstep: Class 10 contains 42721 members 
Mstep: Class 14 contains 70542 members 
Mstep: Class 17 contains 178465 members 
Mstep: Class 18 contains 3066 members 
Mstep: Class 19 contains 3819 members 
Mstep: Class 21 contains 67481 members 
Mstep: Class 22 contains 48269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850944.000000 Penalty: 31148.474609
Iteration 182Q: 15 clusters Score -9.385094e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44654 members 
Mstep: Class 3 contains 72416 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 6 contains 170907 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174331 members 
Mstep: Class 10 contains 42721 members 
Mstep: Class 14 contains 70516 members 
Mstep: Class 17 contains 178561 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 21 contains 67532 members 
Mstep: Class 22 contains 48282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851128.000000 Penalty: 31148.474609
Iteration 183Q: 15 clusters Score -9.385113e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44610 members 
Mstep: Class 3 contains 72388 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 6 contains 170816 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174346 members 
Mstep: Class 10 contains 42719 members 
Mstep: Class 14 contains 70480 members 
Mstep: Class 17 contains 178683 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 21 contains 67576 members 
Mstep: Class 22 contains 48297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851168.000000 Penalty: 31148.474609
Iteration 184Q: 15 clusters Score -9.385117e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44572 members 
Mstep: Class 3 contains 72370 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 6 contains 170726 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174374 members 
Mstep: Class 10 contains 42720 members 
Mstep: Class 14 contains 70458 members 
Mstep: Class 17 contains 178783 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 3821 members 
Mstep: Class 21 contains 67610 members 
Mstep: Class 22 contains 48304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851056.000000 Penalty: 31148.474609
Iteration 185Q: 15 clusters Score -9.385106e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44535 members 
Mstep: Class 3 contains 72359 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 6 contains 170631 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174419 members 
Mstep: Class 10 contains 42717 members 
Mstep: Class 14 contains 70436 members 
Mstep: Class 17 contains 178862 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 3823 members 
Mstep: Class 21 contains 67650 members 
Mstep: Class 22 contains 48305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851064.000000 Penalty: 31148.474609
Iteration 186Q: 15 clusters Score -9.385106e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 44500 members 
Mstep: Class 3 contains 72348 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 6 contains 170552 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174451 members 
Mstep: Class 10 contains 42717 members 
Mstep: Class 14 contains 70415 members 
Mstep: Class 17 contains 178932 members 
Mstep: Class 18 contains 3072 members 
Mstep: Class 19 contains 3825 members 
Mstep: Class 21 contains 67685 members 
Mstep: Class 22 contains 48309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851072.000000 Penalty: 31148.474609
Iteration 187Q: 15 clusters Score -9.385107e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 44474 members 
Mstep: Class 3 contains 72333 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 6 contains 170473 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42720 members 
Mstep: Class 14 contains 70399 members 
Mstep: Class 17 contains 179007 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 3828 members 
Mstep: Class 21 contains 67722 members 
Mstep: Class 22 contains 48318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851016.000000 Penalty: 31148.474609
Iteration 188Q: 15 clusters Score -9.385102e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 44450 members 
Mstep: Class 3 contains 72310 members 
Mstep: Class 4 contains 375 members 
Mstep: Class 6 contains 170417 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174468 members 
Mstep: Class 10 contains 42722 members 
Mstep: Class 14 contains 70386 members 
Mstep: Class 17 contains 179088 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 3831 members 
Mstep: Class 21 contains 67753 members 
Mstep: Class 22 contains 48311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851000.000000 Penalty: 31148.474609
Iteration 189Q: 15 clusters Score -9.3851e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 44420 members 
Mstep: Class 3 contains 72290 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 170368 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174476 members 
Mstep: Class 10 contains 42722 members 
Mstep: Class 14 contains 70367 members 
Mstep: Class 17 contains 179174 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 3831 members 
Mstep: Class 21 contains 67782 members 
Mstep: Class 22 contains 48306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850912.000000 Penalty: 31148.474609
Iteration 190Q: 15 clusters Score -9.385091e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 44392 members 
Mstep: Class 3 contains 72267 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 170322 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174479 members 
Mstep: Class 10 contains 42723 members 
Mstep: Class 14 contains 70352 members 
Mstep: Class 17 contains 179254 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 21 contains 67814 members 
Mstep: Class 22 contains 48302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850896.000000 Penalty: 31148.474609
Iteration 191Q: 15 clusters Score -9.38509e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 44363 members 
Mstep: Class 3 contains 72243 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 170261 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174485 members 
Mstep: Class 10 contains 42723 members 
Mstep: Class 14 contains 70338 members 
Mstep: Class 17 contains 179369 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 21 contains 67835 members 
Mstep: Class 22 contains 48288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850944.000000 Penalty: 31148.474609
Iteration 192Q: 15 clusters Score -9.385094e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 44334 members 
Mstep: Class 3 contains 72223 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 170226 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 9 contains 174477 members 
Mstep: Class 10 contains 42725 members 
Mstep: Class 14 contains 70317 members 
Mstep: Class 17 contains 179448 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 21 contains 67869 members 
Mstep: Class 22 contains 48286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93850864.000000 Penalty: 31148.474609
Iteration 193Q: 15 clusters Score -9.385086e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 44304 members 
Mstep: Class 3 contains 72207 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 170166 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 9 contains 174473 members 
Mstep: Class 10 contains 42727 members 
Mstep: Class 14 contains 70306 members 
Mstep: Class 17 contains 179519 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 21 contains 67914 members 
Mstep: Class 22 contains 48290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851104.000000 Penalty: 31148.474609
Iteration 194Q: 15 clusters Score -9.38511e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 44277 members 
Mstep: Class 3 contains 72181 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 170119 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174473 members 
Mstep: Class 10 contains 42726 members 
Mstep: Class 14 contains 70291 members 
Mstep: Class 17 contains 179590 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 21 contains 67948 members 
Mstep: Class 22 contains 48301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851120.000000 Penalty: 31148.474609
Iteration 195Q: 15 clusters Score -9.385112e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 44262 members 
Mstep: Class 3 contains 72156 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 170067 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174461 members 
Mstep: Class 10 contains 42725 members 
Mstep: Class 14 contains 70276 members 
Mstep: Class 17 contains 179658 members 
Mstep: Class 18 contains 3066 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 21 contains 67988 members 
Mstep: Class 22 contains 48311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851032.000000 Penalty: 31148.474609
Iteration 196Q: 15 clusters Score -9.385103e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 44246 members 
Mstep: Class 3 contains 72132 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 170000 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174448 members 
Mstep: Class 10 contains 42727 members 
Mstep: Class 14 contains 70264 members 
Mstep: Class 17 contains 179735 members 
Mstep: Class 18 contains 3066 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 21 contains 68032 members 
Mstep: Class 22 contains 48319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851016.000000 Penalty: 31148.474609
Iteration 197Q: 15 clusters Score -9.385102e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 44229 members 
Mstep: Class 3 contains 72109 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 169928 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174439 members 
Mstep: Class 10 contains 42729 members 
Mstep: Class 14 contains 70263 members 
Mstep: Class 17 contains 179788 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 3829 members 
Mstep: Class 21 contains 68084 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 15 clusters Score -9.385095e+07 nChanged 294
Entering ConstructFrom: 
Score: -93850952.000000 Penalty: 31148.474609
Entering ConstructFrom: 
Trying to split cluster 1 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -252058.468750 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -252058.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -249773.000000 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -249773 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -250266.843750 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -250266.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -250372.250000 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -250372.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250438.000000 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -250438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -250482.203125 Penalty: 2516.703613
	Iteration 4Q: 3 clusters Score -250482.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -250513.796875 Penalty: 2516.703613
	Iteration 5Q: 3 clusters Score -250513.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -250542.859375 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -250542.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -250564.703125 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -250564.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -250584.359375 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -250584.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -250596.078125 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -250596.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -250607.000000 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -250607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -250619.093750 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -250619.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -250631.078125 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -250631.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -250642.671875 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -250642.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -250652.062500 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -250652.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -250661.109375 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -250661.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -250667.890625 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -250667.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -250678.125000 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -250678.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -250688.390625 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -250688.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -250699.906250 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -250699.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -250716.796875 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -250716.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -250737.484375 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -250737.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -250754.390625 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -250754.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -250771.515625 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -250771.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -250781.250000 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -250781.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -250792.515625 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -250792.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -250804.359375 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -250804.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -250818.687500 Penalty: 2516.703613
	Iteration 27Q: 3 clusters Score -250818.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -250831.171875 Penalty: 2516.703613
	Iteration 28Q: 3 clusters Score -250831.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -250841.312500 Penalty: 2516.703613
	Iteration 29Q: 3 clusters Score -250841.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -250855.968750 Penalty: 2516.703613
	Iteration 30Q: 3 clusters Score -250856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -250874.078125 Penalty: 2516.703613
	Iteration 31Q: 3 clusters Score -250874.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -250890.343750 Penalty: 2516.703613
	Iteration 32Q: 3 clusters Score -250890.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -250903.015625 Penalty: 2516.703613
	Iteration 33Q: 3 clusters Score -250903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -250911.140625 Penalty: 2516.703613
	Iteration 34Q: 3 clusters Score -250911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -250921.078125 Penalty: 2516.703613
	Iteration 35Q: 3 clusters Score -250921.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -250931.046875 Penalty: 2516.703613
	Iteration 36Q: 3 clusters Score -250931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -250939.859375 Penalty: 2516.703613
	Iteration 37Q: 3 clusters Score -250939.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -250953.171875 Penalty: 2516.703613
	Iteration 38Q: 3 clusters Score -250953.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -250968.734375 Penalty: 2516.703613
	Iteration 39Q: 3 clusters Score -250968.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -250982.734375 Penalty: 2516.703613
	Iteration 40F: 3 clusters Score -250982.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -250993.296875 Penalty: 2516.703613
	Iteration 41Q: 3 clusters Score -250993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -251000.484375 Penalty: 2516.703613
	Iteration 42Q: 3 clusters Score -251000.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -251006.859375 Penalty: 2516.703613
	Iteration 43Q: 3 clusters Score -251006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -251010.562500 Penalty: 2516.703613
	Iteration 44Q: 3 clusters Score -251010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -251014.984375 Penalty: 2516.703613
	Iteration 45Q: 3 clusters Score -251015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -251016.968750 Penalty: 2516.703613
	Iteration 46Q: 3 clusters Score -251017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -251018.000000 Penalty: 2516.703613
	Iteration 47Q: 3 clusters Score -251018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -251018.890625 Penalty: 2516.703613
	Iteration 48Q: 3 clusters Score -251018.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -251020.390625 Penalty: 2516.703613
	Iteration 49Q: 3 clusters Score -251020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -251020.906250 Penalty: 2516.703613
	Iteration 50Q: 3 clusters Score -251020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -251021.921875 Penalty: 2516.703613
	Iteration 51Q: 3 clusters Score -251021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -251022.265625 Penalty: 2516.703613
	Iteration 52Q: 3 clusters Score -251022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -251023.406250 Penalty: 2516.703613
	Iteration 53Q: 3 clusters Score -251023.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -251023.406250 Penalty: 2516.703613
	Iteration 54F: 3 clusters Score -251023.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Entering Unmasked Estep 
Score: -4657146.500000 Penalty: 1738.229370
	Iteration 0F: 2 clusters Score -4657146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -4627659.000000 Penalty: 3476.458740
	Iteration 0F: 3 clusters Score -4627659 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4639483.000000 Penalty: 3476.458740
	Iteration 1F: 3 clusters Score -4639483 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4640146.500000 Penalty: 3476.458740
	Iteration 2Q: 3 clusters Score -4640146 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4641032.500000 Penalty: 3476.458740
	Iteration 3Q: 3 clusters Score -4641032 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4642488.000000 Penalty: 3476.458740
	Iteration 4F: 3 clusters Score -4642488 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -4644489.000000 Penalty: 3476.458740
	Iteration 5F: 3 clusters Score -4644489 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -4647126.000000 Penalty: 3476.458740
	Iteration 6F: 3 clusters Score -4647126 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4649892.500000 Penalty: 3476.458740
	Iteration 7F: 3 clusters Score -4649892 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4651968.000000 Penalty: 3476.458740
	Iteration 8F: 3 clusters Score -4651968 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4653246.500000 Penalty: 3476.458740
	Iteration 9Q: 3 clusters Score -4653246 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -4653969.000000 Penalty: 3476.458740
	Iteration 10Q: 3 clusters Score -4653969 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4654468.500000 Penalty: 3476.458740
	Iteration 11Q: 3 clusters Score -4654468 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4654821.000000 Penalty: 3476.458740
	Iteration 12Q: 3 clusters Score -4654821 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4655087.000000 Penalty: 3476.458740
	Iteration 13Q: 3 clusters Score -4655087 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4655292.500000 Penalty: 3476.458740
	Iteration 14Q: 3 clusters Score -4655292 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4655463.000000 Penalty: 3476.458740
	Iteration 15Q: 3 clusters Score -4655463 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4655572.000000 Penalty: 3476.458740
	Iteration 16Q: 3 clusters Score -4655572 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4655656.500000 Penalty: 3476.458740
	Iteration 17Q: 3 clusters Score -4655656 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4655718.000000 Penalty: 3476.458740
	Iteration 18Q: 3 clusters Score -4655718 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4655772.500000 Penalty: 3476.458740
	Iteration 19Q: 3 clusters Score -4655772 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4655819.500000 Penalty: 3476.458740
	Iteration 20F: 3 clusters Score -4655820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4655865.000000 Penalty: 3476.458740
	Iteration 21Q: 3 clusters Score -4655865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4655890.000000 Penalty: 3476.458740
	Iteration 22Q: 3 clusters Score -4655890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4655933.000000 Penalty: 3476.458740
	Iteration 23Q: 3 clusters Score -4655933 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4655952.000000 Penalty: 3476.458740
	Iteration 24Q: 3 clusters Score -4655952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4655994.500000 Penalty: 3476.458740
	Iteration 25Q: 3 clusters Score -4655994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4656011.500000 Penalty: 3476.458740
	Iteration 26Q: 3 clusters Score -4656012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4656045.500000 Penalty: 3476.458740
	Iteration 27Q: 3 clusters Score -4656046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4656058.000000 Penalty: 3476.458740
	Iteration 28Q: 3 clusters Score -4656058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4656068.500000 Penalty: 3476.458740
	Iteration 29Q: 3 clusters Score -4656068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4656092.000000 Penalty: 3476.458740
	Iteration 30Q: 3 clusters Score -4656092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4656112.500000 Penalty: 3476.458740
	Iteration 31Q: 3 clusters Score -4656112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4656139.000000 Penalty: 3476.458740
	Iteration 32Q: 3 clusters Score -4656139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4656164.000000 Penalty: 3476.458740
	Iteration 33Q: 3 clusters Score -4656164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4656186.500000 Penalty: 3476.458740
	Iteration 34Q: 3 clusters Score -4656186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4656195.500000 Penalty: 3476.458740
	Iteration 35Q: 3 clusters Score -4656196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4656205.500000 Penalty: 3476.458740
	Iteration 36Q: 3 clusters Score -4656206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4656209.500000 Penalty: 3476.458740
	Iteration 37Q: 3 clusters Score -4656210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4656215.500000 Penalty: 3476.458740
	Iteration 38Q: 3 clusters Score -4656216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4656230.000000 Penalty: 3476.458740
	Iteration 39Q: 3 clusters Score -4656230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4656234.500000 Penalty: 3476.458740
	Iteration 40F: 3 clusters Score -4656234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4656245.000000 Penalty: 3476.458740
	Iteration 41Q: 3 clusters Score -4656245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4656251.500000 Penalty: 3476.458740
	Iteration 42Q: 3 clusters Score -4656252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4656259.500000 Penalty: 3476.458740
	Iteration 43Q: 3 clusters Score -4656260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4656265.500000 Penalty: 3476.458740
	Iteration 44Q: 3 clusters Score -4656266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4656269.500000 Penalty: 3476.458740
	Iteration 45Q: 3 clusters Score -4656270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4656276.000000 Penalty: 3476.458740
	Iteration 46Q: 3 clusters Score -4656276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4656289.500000 Penalty: 3476.458740
	Iteration 47Q: 3 clusters Score -4656290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4656297.000000 Penalty: 3476.458740
	Iteration 48Q: 3 clusters Score -4656297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4656301.000000 Penalty: 3476.458740
	Iteration 49Q: 3 clusters Score -4656301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4656305.000000 Penalty: 3476.458740
	Iteration 50Q: 3 clusters Score -4656305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4656312.000000 Penalty: 3476.458740
	Iteration 51Q: 3 clusters Score -4656312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4656309.500000 Penalty: 3476.458740
	Iteration 52Q: 3 clusters Score -4656310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4656307.500000 Penalty: 3476.458740
	Iteration 53Q: 3 clusters Score -4656308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4656311.000000 Penalty: 3476.458740
	Iteration 54Q: 3 clusters Score -4656311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4656307.500000 Penalty: 3476.458740
	Iteration 55Q: 3 clusters Score -4656308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4656307.500000 Penalty: 3476.458740
	Iteration 56F: 3 clusters Score -4656308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Entering Unmasked Estep 
Score: -7877633.000000 Penalty: 1817.696289
	Iteration 0F: 2 clusters Score -7877633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -7829351.000000 Penalty: 3635.392578
	Iteration 0F: 3 clusters Score -7829351 nChanged 34159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -7849166.000000 Penalty: 3635.392578
	Iteration 1F: 3 clusters Score -7849166 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -7849956.500000 Penalty: 3635.392578
	Iteration 2Q: 3 clusters Score -7849956 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -7851075.500000 Penalty: 3635.392578
	Iteration 3Q: 3 clusters Score -7851076 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -7853042.000000 Penalty: 3635.392578
	Iteration 4F: 3 clusters Score -7853042 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -7856312.000000 Penalty: 3635.392578
	Iteration 5F: 3 clusters Score -7856312 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -7861086.000000 Penalty: 3635.392578
	Iteration 6F: 3 clusters Score -7861086 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -7866185.000000 Penalty: 3635.392578
	Iteration 7F: 3 clusters Score -7866185 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -7869798.500000 Penalty: 3635.392578
	Iteration 8F: 3 clusters Score -7869798 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -7871844.500000 Penalty: 3635.392578
	Iteration 9Q: 3 clusters Score -7871844 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -7872941.000000 Penalty: 3635.392578
	Iteration 10Q: 3 clusters Score -7872941 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -7873637.000000 Penalty: 3635.392578
	Iteration 11Q: 3 clusters Score -7873637 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -7874111.000000 Penalty: 3635.392578
	Iteration 12Q: 3 clusters Score -7874111 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66645 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -7874454.000000 Penalty: 3635.392578
	Iteration 13Q: 3 clusters Score -7874454 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -7874755.500000 Penalty: 3635.392578
	Iteration 14Q: 3 clusters Score -7874756 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -7874986.000000 Penalty: 3635.392578
	Iteration 15Q: 3 clusters Score -7874986 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7875220.500000 Penalty: 3635.392578
	Iteration 16Q: 3 clusters Score -7875220 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7875363.000000 Penalty: 3635.392578
	Iteration 17Q: 3 clusters Score -7875363 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7875532.000000 Penalty: 3635.392578
	Iteration 18Q: 3 clusters Score -7875532 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7875645.500000 Penalty: 3635.392578
	Iteration 19Q: 3 clusters Score -7875646 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7875782.500000 Penalty: 3635.392578
	Iteration 20F: 3 clusters Score -7875782 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7875888.000000 Penalty: 3635.392578
	Iteration 21Q: 3 clusters Score -7875888 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7875951.000000 Penalty: 3635.392578
	Iteration 22Q: 3 clusters Score -7875951 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7875987.000000 Penalty: 3635.392578
	Iteration 23Q: 3 clusters Score -7875987 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7876048.000000 Penalty: 3635.392578
	Iteration 24Q: 3 clusters Score -7876048 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7876077.000000 Penalty: 3635.392578
	Iteration 25Q: 3 clusters Score -7876077 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7876105.000000 Penalty: 3635.392578
	Iteration 26Q: 3 clusters Score -7876105 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7876133.000000 Penalty: 3635.392578
	Iteration 27Q: 3 clusters Score -7876133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7876157.500000 Penalty: 3635.392578
	Iteration 28Q: 3 clusters Score -7876158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7876178.000000 Penalty: 3635.392578
	Iteration 29Q: 3 clusters Score -7876178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7876190.000000 Penalty: 3635.392578
	Iteration 30Q: 3 clusters Score -7876190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7876204.500000 Penalty: 3635.392578
	Iteration 31Q: 3 clusters Score -7876204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7876192.000000 Penalty: 3635.392578
	Iteration 32Q: 3 clusters Score -7876192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7876198.500000 Penalty: 3635.392578
	Iteration 33Q: 3 clusters Score -7876198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7876200.000000 Penalty: 3635.392578
	Iteration 34Q: 3 clusters Score -7876200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7876208.000000 Penalty: 3635.392578
	Iteration 35Q: 3 clusters Score -7876208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7876215.000000 Penalty: 3635.392578
	Iteration 36Q: 3 clusters Score -7876215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7876222.500000 Penalty: 3635.392578
	Iteration 37Q: 3 clusters Score -7876222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7876217.500000 Penalty: 3635.392578
	Iteration 38Q: 3 clusters Score -7876218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7876235.500000 Penalty: 3635.392578
	Iteration 39Q: 3 clusters Score -7876236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7876247.000000 Penalty: 3635.392578
	Iteration 40F: 3 clusters Score -7876247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7876234.000000 Penalty: 3635.392578
	Iteration 41Q: 3 clusters Score -7876234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7876227.000000 Penalty: 3635.392578
	Iteration 42Q: 3 clusters Score -7876227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70988 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7876232.500000 Penalty: 3635.392578
	Iteration 43Q: 3 clusters Score -7876232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7876241.500000 Penalty: 3635.392578
	Iteration 44Q: 3 clusters Score -7876242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7876250.000000 Penalty: 3635.392578
	Iteration 45Q: 3 clusters Score -7876250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7876253.000000 Penalty: 3635.392578
	Iteration 46Q: 3 clusters Score -7876253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7876259.500000 Penalty: 3635.392578
	Iteration 47Q: 3 clusters Score -7876260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7876260.500000 Penalty: 3635.392578
	Iteration 48Q: 3 clusters Score -7876260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7876265.000000 Penalty: 3635.392578
	Iteration 49Q: 3 clusters Score -7876265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7876266.000000 Penalty: 3635.392578
	Iteration 50Q: 3 clusters Score -7876266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7876273.500000 Penalty: 3635.392578
	Iteration 51Q: 3 clusters Score -7876274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7876275.000000 Penalty: 3635.392578
	Iteration 52Q: 3 clusters Score -7876275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7876275.000000 Penalty: 3635.392578
	Iteration 53Q: 3 clusters Score -7876275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7876272.500000 Penalty: 3635.392578
	Iteration 54Q: 3 clusters Score -7876272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7876275.000000 Penalty: 3635.392578
	Iteration 55Q: 3 clusters Score -7876275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7876278.000000 Penalty: 3635.392578
	Iteration 56Q: 3 clusters Score -7876278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7876278.000000 Penalty: 3635.392578
	Iteration 57F: 3 clusters Score -7876278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -33511.519531 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -33511.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32645.330078 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -32645.33 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32870.007812 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -32870.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32966.167969 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -32966.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33024.515625 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -33024.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33049.972656 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -33049.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33076.011719 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -33076.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33086.468750 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -33086.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33102.515625 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -33102.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33105.230469 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -33105.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33105.230469 Penalty: 1927.116455
	Iteration 9F: 3 clusters Score -33105.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (169835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169835 members 
Entering Unmasked Estep 
Score: -18388322.000000 Penalty: 1956.919678
	Iteration 0F: 2 clusters Score -1.838832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -18275112.000000 Penalty: 3913.839355
	Iteration 0F: 3 clusters Score -1.827511e+07 nChanged 82130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -18324074.000000 Penalty: 3913.839355
	Iteration 1F: 3 clusters Score -1.832407e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -18326080.000000 Penalty: 3913.839355
	Iteration 2Q: 3 clusters Score -1.832608e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -18328864.000000 Penalty: 3913.839355
	Iteration 3Q: 3 clusters Score -1.832886e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -18333354.000000 Penalty: 3913.839355
	Iteration 4F: 3 clusters Score -1.833335e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114641 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -18339826.000000 Penalty: 3913.839355
	Iteration 5F: 3 clusters Score -1.833983e+07 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126292 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -18349332.000000 Penalty: 3913.839355
	Iteration 6F: 3 clusters Score -1.834933e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138682 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -18360282.000000 Penalty: 3913.839355
	Iteration 7F: 3 clusters Score -1.836028e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -18370216.000000 Penalty: 3913.839355
	Iteration 8F: 3 clusters Score -1.837022e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157860 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -18377580.000000 Penalty: 3913.839355
	Iteration 9Q: 3 clusters Score -1.837758e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162817 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -18381726.000000 Penalty: 3913.839355
	Iteration 10Q: 3 clusters Score -1.838173e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -18384112.000000 Penalty: 3913.839355
	Iteration 11Q: 3 clusters Score -1.838411e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167219 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -18385260.000000 Penalty: 3913.839355
	Iteration 12Q: 3 clusters Score -1.838526e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168111 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -18385844.000000 Penalty: 3913.839355
	Iteration 13Q: 3 clusters Score -1.838584e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168571 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -18386156.000000 Penalty: 3913.839355
	Iteration 14Q: 3 clusters Score -1.838616e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18386354.000000 Penalty: 3913.839355
	Iteration 15Q: 3 clusters Score -1.838635e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168981 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -18386424.000000 Penalty: 3913.839355
	Iteration 16Q: 3 clusters Score -1.838642e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169094 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -18386462.000000 Penalty: 3913.839355
	Iteration 17Q: 3 clusters Score -1.838646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -18386524.000000 Penalty: 3913.839355
	Iteration 18Q: 3 clusters Score -1.838652e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169223 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -18386570.000000 Penalty: 3913.839355
	Iteration 19Q: 3 clusters Score -1.838657e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169260 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -18386600.000000 Penalty: 3913.839355
	Iteration 20F: 3 clusters Score -1.83866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169286 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -18386602.000000 Penalty: 3913.839355
	Iteration 21Q: 3 clusters Score -1.83866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169314 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -18386608.000000 Penalty: 3913.839355
	Iteration 22Q: 3 clusters Score -1.838661e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169336 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18386634.000000 Penalty: 3913.839355
	Iteration 23Q: 3 clusters Score -1.838663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169353 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18386652.000000 Penalty: 3913.839355
	Iteration 24Q: 3 clusters Score -1.838665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -18386670.000000 Penalty: 3913.839355
	Iteration 25Q: 3 clusters Score -1.838667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169372 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -18386672.000000 Penalty: 3913.839355
	Iteration 26Q: 3 clusters Score -1.838667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169381 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -18386702.000000 Penalty: 3913.839355
	Iteration 27Q: 3 clusters Score -1.83867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169390 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -18386702.000000 Penalty: 3913.839355
	Iteration 28Q: 3 clusters Score -1.83867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169398 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18386702.000000 Penalty: 3913.839355
	Iteration 29Q: 3 clusters Score -1.83867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169406 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -18386710.000000 Penalty: 3913.839355
	Iteration 30Q: 3 clusters Score -1.838671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -18386712.000000 Penalty: 3913.839355
	Iteration 31Q: 3 clusters Score -1.838671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169419 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18386720.000000 Penalty: 3913.839355
	Iteration 32Q: 3 clusters Score -1.838672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169423 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18386724.000000 Penalty: 3913.839355
	Iteration 33Q: 3 clusters Score -1.838672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169423 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18386724.000000 Penalty: 3913.839355
	Iteration 34Q: 3 clusters Score -1.838672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169424 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18386716.000000 Penalty: 3913.839355
	Iteration 35Q: 3 clusters Score -1.838672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18386712.000000 Penalty: 3913.839355
	Iteration 36Q: 3 clusters Score -1.838671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18386712.000000 Penalty: 3913.839355
	Iteration 37F: 3 clusters Score -1.838671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Entering Unmasked Estep 
Score: -409088.656250 Penalty: 1348.026611
	Iteration 0F: 2 clusters Score -409088.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -405713.687500 Penalty: 2696.053223
	Iteration 0F: 3 clusters Score -405713.7 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -406645.250000 Penalty: 2696.053223
	Iteration 1F: 3 clusters Score -406645.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -406890.000000 Penalty: 2696.053223
	Iteration 2F: 3 clusters Score -406890 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -407141.812500 Penalty: 2696.053223
	Iteration 3F: 3 clusters Score -407141.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -407345.687500 Penalty: 2696.053223
	Iteration 4F: 3 clusters Score -407345.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -407494.875000 Penalty: 2696.053223
	Iteration 5F: 3 clusters Score -407494.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -407630.843750 Penalty: 2696.053223
	Iteration 6F: 3 clusters Score -407630.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -407772.375000 Penalty: 2696.053223
	Iteration 7F: 3 clusters Score -407772.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -407894.250000 Penalty: 2696.053223
	Iteration 8Q: 3 clusters Score -407894.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -408003.531250 Penalty: 2696.053223
	Iteration 9Q: 3 clusters Score -408003.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -408118.312500 Penalty: 2696.053223
	Iteration 10Q: 3 clusters Score -408118.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -408217.812500 Penalty: 2696.053223
	Iteration 11Q: 3 clusters Score -408217.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -408295.906250 Penalty: 2696.053223
	Iteration 12Q: 3 clusters Score -408295.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -408356.437500 Penalty: 2696.053223
	Iteration 13Q: 3 clusters Score -408356.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -408407.375000 Penalty: 2696.053223
	Iteration 14Q: 3 clusters Score -408407.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -408466.000000 Penalty: 2696.053223
	Iteration 15Q: 3 clusters Score -408466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -408520.281250 Penalty: 2696.053223
	Iteration 16Q: 3 clusters Score -408520.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -408567.500000 Penalty: 2696.053223
	Iteration 17Q: 3 clusters Score -408567.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -408606.500000 Penalty: 2696.053223
	Iteration 18Q: 3 clusters Score -408606.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -408633.000000 Penalty: 2696.053223
	Iteration 19Q: 3 clusters Score -408633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -408646.156250 Penalty: 2696.053223
	Iteration 20F: 3 clusters Score -408646.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -408652.250000 Penalty: 2696.053223
	Iteration 21Q: 3 clusters Score -408652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -408655.656250 Penalty: 2696.053223
	Iteration 22Q: 3 clusters Score -408655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -408659.000000 Penalty: 2696.053223
	Iteration 23Q: 3 clusters Score -408659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -408660.468750 Penalty: 2696.053223
	Iteration 24Q: 3 clusters Score -408660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -408664.281250 Penalty: 2696.053223
	Iteration 25Q: 3 clusters Score -408664.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -408666.406250 Penalty: 2696.053223
	Iteration 26Q: 3 clusters Score -408666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -408668.843750 Penalty: 2696.053223
	Iteration 27Q: 3 clusters Score -408668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -408671.156250 Penalty: 2696.053223
	Iteration 28Q: 3 clusters Score -408671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -408672.968750 Penalty: 2696.053223
	Iteration 29Q: 3 clusters Score -408673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -408675.906250 Penalty: 2696.053223
	Iteration 30Q: 3 clusters Score -408675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -408677.500000 Penalty: 2696.053223
	Iteration 31Q: 3 clusters Score -408677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -408679.125000 Penalty: 2696.053223
	Iteration 32Q: 3 clusters Score -408679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -408680.156250 Penalty: 2696.053223
	Iteration 33Q: 3 clusters Score -408680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -408680.375000 Penalty: 2696.053223
	Iteration 34Q: 3 clusters Score -408680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -408680.000000 Penalty: 2696.053223
	Iteration 35Q: 3 clusters Score -408680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -408680.000000 Penalty: 2696.053223
	Iteration 36F: 3 clusters Score -408680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174440 members 
Entering Unmasked Estep 
Score: -18920596.000000 Penalty: 1961.267090
	Iteration 0F: 2 clusters Score -1.89206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -18805822.000000 Penalty: 3922.534180
	Iteration 0F: 3 clusters Score -1.880582e+07 nChanged 84204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -18857024.000000 Penalty: 3922.534180
	Iteration 1F: 3 clusters Score -1.885702e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
Score: -18859930.000000 Penalty: 3922.534180
	Iteration 2Q: 3 clusters Score -1.885993e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -18864880.000000 Penalty: 3922.534180
	Iteration 3F: 3 clusters Score -1.886488e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119087 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -18873028.000000 Penalty: 3922.534180
	Iteration 4F: 3 clusters Score -1.887303e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131195 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -18884064.000000 Penalty: 3922.534180
	Iteration 5F: 3 clusters Score -1.888406e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142634 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -18895916.000000 Penalty: 3922.534180
	Iteration 6F: 3 clusters Score -1.889592e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150838 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -18904846.000000 Penalty: 3922.534180
	Iteration 7F: 3 clusters Score -1.890485e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -18910334.000000 Penalty: 3922.534180
	Iteration 8Q: 3 clusters Score -1.891033e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158140 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -18912864.000000 Penalty: 3922.534180
	Iteration 9Q: 3 clusters Score -1.891286e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159988 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -18914302.000000 Penalty: 3922.534180
	Iteration 10Q: 3 clusters Score -1.89143e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161592 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -18915278.000000 Penalty: 3922.534180
	Iteration 11Q: 3 clusters Score -1.891528e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162937 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -18916126.000000 Penalty: 3922.534180
	Iteration 12Q: 3 clusters Score -1.891613e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -18916920.000000 Penalty: 3922.534180
	Iteration 13Q: 3 clusters Score -1.891692e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -18917502.000000 Penalty: 3922.534180
	Iteration 14Q: 3 clusters Score -1.89175e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166409 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -18918088.000000 Penalty: 3922.534180
	Iteration 15Q: 3 clusters Score -1.891809e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -18918596.000000 Penalty: 3922.534180
	Iteration 16Q: 3 clusters Score -1.89186e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168268 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -18918918.000000 Penalty: 3922.534180
	Iteration 17Q: 3 clusters Score -1.891892e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -18919214.000000 Penalty: 3922.534180
	Iteration 18Q: 3 clusters Score -1.891921e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -18919456.000000 Penalty: 3922.534180
	Iteration 19Q: 3 clusters Score -1.891946e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170068 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -18919598.000000 Penalty: 3922.534180
	Iteration 20F: 3 clusters Score -1.89196e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170489 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -18919772.000000 Penalty: 3922.534180
	Iteration 21Q: 3 clusters Score -1.891977e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -18919924.000000 Penalty: 3922.534180
	Iteration 22Q: 3 clusters Score -1.891992e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -18919984.000000 Penalty: 3922.534180
	Iteration 23Q: 3 clusters Score -1.891998e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171331 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -18920000.000000 Penalty: 3922.534180
	Iteration 24Q: 3 clusters Score -1.892e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171502 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -18920042.000000 Penalty: 3922.534180
	Iteration 25Q: 3 clusters Score -1.892004e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171638 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -18920062.000000 Penalty: 3922.534180
	Iteration 26Q: 3 clusters Score -1.892006e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171737 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -18920098.000000 Penalty: 3922.534180
	Iteration 27Q: 3 clusters Score -1.89201e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171800 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -18920102.000000 Penalty: 3922.534180
	Iteration 28Q: 3 clusters Score -1.89201e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171845 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -18920100.000000 Penalty: 3922.534180
	Iteration 29Q: 3 clusters Score -1.89201e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171884 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -18920138.000000 Penalty: 3922.534180
	Iteration 30Q: 3 clusters Score -1.892014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171919 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -18920142.000000 Penalty: 3922.534180
	Iteration 31Q: 3 clusters Score -1.892014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -18920138.000000 Penalty: 3922.534180
	Iteration 32Q: 3 clusters Score -1.892014e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171968 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -18920170.000000 Penalty: 3922.534180
	Iteration 33Q: 3 clusters Score -1.892017e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171987 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -18920170.000000 Penalty: 3922.534180
	Iteration 34Q: 3 clusters Score -1.892017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171999 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -18920188.000000 Penalty: 3922.534180
	Iteration 35Q: 3 clusters Score -1.892019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172022 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -18920188.000000 Penalty: 3922.534180
	Iteration 36Q: 3 clusters Score -1.892019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172037 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -18920182.000000 Penalty: 3922.534180
	Iteration 37Q: 3 clusters Score -1.892018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172046 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -18920172.000000 Penalty: 3922.534180
	Iteration 38Q: 3 clusters Score -1.892017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172055 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -18920170.000000 Penalty: 3922.534180
	Iteration 39Q: 3 clusters Score -1.892017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172066 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -18920160.000000 Penalty: 3922.534180
	Iteration 40F: 3 clusters Score -1.892016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172071 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -18920148.000000 Penalty: 3922.534180
	Iteration 41Q: 3 clusters Score -1.892015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172073 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -18920166.000000 Penalty: 3922.534180
	Iteration 42Q: 3 clusters Score -1.892017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172075 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -18920164.000000 Penalty: 3922.534180
	Iteration 43Q: 3 clusters Score -1.892016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172079 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -18920158.000000 Penalty: 3922.534180
	Iteration 44Q: 3 clusters Score -1.892016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18920148.000000 Penalty: 3922.534180
	Iteration 45Q: 3 clusters Score -1.892015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -18920142.000000 Penalty: 3922.534180
	Iteration 46Q: 3 clusters Score -1.892014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172074 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -18920146.000000 Penalty: 3922.534180
	Iteration 47Q: 3 clusters Score -1.892015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -18920150.000000 Penalty: 3922.534180
	Iteration 48Q: 3 clusters Score -1.892015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172078 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -18920152.000000 Penalty: 3922.534180
	Iteration 49Q: 3 clusters Score -1.892015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172081 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -18920144.000000 Penalty: 3922.534180
	Iteration 50Q: 3 clusters Score -1.892014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18920146.000000 Penalty: 3922.534180
	Iteration 51Q: 3 clusters Score -1.892015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18920146.000000 Penalty: 3922.534180
	Iteration 52F: 3 clusters Score -1.892015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Entering Unmasked Estep 
Score: -4551833.000000 Penalty: 1732.692993
	Iteration 0F: 2 clusters Score -4551833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4523173.000000 Penalty: 3465.385986
	Iteration 0F: 3 clusters Score -4523173 nChanged 19957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -4534560.500000 Penalty: 3465.385986
	Iteration 1F: 3 clusters Score -4534560 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4535420.500000 Penalty: 3465.385986
	Iteration 2Q: 3 clusters Score -4535420 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4536771.000000 Penalty: 3465.385986
	Iteration 3F: 3 clusters Score -4536771 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4538871.500000 Penalty: 3465.385986
	Iteration 4F: 3 clusters Score -4538872 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -4541647.500000 Penalty: 3465.385986
	Iteration 5F: 3 clusters Score -4541648 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4544504.500000 Penalty: 3465.385986
	Iteration 6F: 3 clusters Score -4544504 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -4546929.000000 Penalty: 3465.385986
	Iteration 7F: 3 clusters Score -4546929 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4548632.500000 Penalty: 3465.385986
	Iteration 8Q: 3 clusters Score -4548632 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4549759.500000 Penalty: 3465.385986
	Iteration 9Q: 3 clusters Score -4549760 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4550280.500000 Penalty: 3465.385986
	Iteration 10Q: 3 clusters Score -4550280 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4550540.500000 Penalty: 3465.385986
	Iteration 11Q: 3 clusters Score -4550540 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4550680.000000 Penalty: 3465.385986
	Iteration 12Q: 3 clusters Score -4550680 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4550762.500000 Penalty: 3465.385986
	Iteration 13Q: 3 clusters Score -4550762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4550814.500000 Penalty: 3465.385986
	Iteration 14Q: 3 clusters Score -4550814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4550834.000000 Penalty: 3465.385986
	Iteration 15Q: 3 clusters Score -4550834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4550866.500000 Penalty: 3465.385986
	Iteration 16Q: 3 clusters Score -4550866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4550888.000000 Penalty: 3465.385986
	Iteration 17Q: 3 clusters Score -4550888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4550888.500000 Penalty: 3465.385986
	Iteration 18Q: 3 clusters Score -4550888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4550889.500000 Penalty: 3465.385986
	Iteration 19Q: 3 clusters Score -4550890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4550904.000000 Penalty: 3465.385986
	Iteration 20F: 3 clusters Score -4550904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4550897.500000 Penalty: 3465.385986
	Iteration 21Q: 3 clusters Score -4550898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4550897.500000 Penalty: 3465.385986
	Iteration 22Q: 3 clusters Score -4550898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4550902.000000 Penalty: 3465.385986
	Iteration 23Q: 3 clusters Score -4550902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4550898.500000 Penalty: 3465.385986
	Iteration 24Q: 3 clusters Score -4550898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4550905.000000 Penalty: 3465.385986
	Iteration 25Q: 3 clusters Score -4550905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4550914.000000 Penalty: 3465.385986
	Iteration 26Q: 3 clusters Score -4550914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4550911.000000 Penalty: 3465.385986
	Iteration 27Q: 3 clusters Score -4550911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4550915.000000 Penalty: 3465.385986
	Iteration 28Q: 3 clusters Score -4550915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4550911.000000 Penalty: 3465.385986
	Iteration 29Q: 3 clusters Score -4550911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4550912.500000 Penalty: 3465.385986
	Iteration 30Q: 3 clusters Score -4550912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4550907.500000 Penalty: 3465.385986
	Iteration 31Q: 3 clusters Score -4550908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4550913.500000 Penalty: 3465.385986
	Iteration 32Q: 3 clusters Score -4550914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4550914.000000 Penalty: 3465.385986
	Iteration 33Q: 3 clusters Score -4550914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4550910.500000 Penalty: 3465.385986
	Iteration 34Q: 3 clusters Score -4550910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4550914.500000 Penalty: 3465.385986
	Iteration 35Q: 3 clusters Score -4550914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4550915.500000 Penalty: 3465.385986
	Iteration 36Q: 3 clusters Score -4550916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4550919.000000 Penalty: 3465.385986
	Iteration 37Q: 3 clusters Score -4550919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4550915.500000 Penalty: 3465.385986
	Iteration 38Q: 3 clusters Score -4550916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4550918.000000 Penalty: 3465.385986
	Iteration 39Q: 3 clusters Score -4550918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4550920.500000 Penalty: 3465.385986
	Iteration 40F: 3 clusters Score -4550920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4550921.000000 Penalty: 3465.385986
	Iteration 41Q: 3 clusters Score -4550921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4550921.000000 Penalty: 3465.385986
	Iteration 42F: 3 clusters Score -4550921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Entering Unmasked Estep 
Score: -7687471.000000 Penalty: 1813.504761
	Iteration 0F: 2 clusters Score -7687471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -7640692.500000 Penalty: 3627.009521
	Iteration 0F: 3 clusters Score -7640692 nChanged 33157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -7659955.500000 Penalty: 3627.009521
	Iteration 1F: 3 clusters Score -7659956 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -7661082.500000 Penalty: 3627.009521
	Iteration 2Q: 3 clusters Score -7661082 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -7662724.500000 Penalty: 3627.009521
	Iteration 3Q: 3 clusters Score -7662724 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -7665276.500000 Penalty: 3627.009521
	Iteration 4F: 3 clusters Score -7665276 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -7668974.000000 Penalty: 3627.009521
	Iteration 5F: 3 clusters Score -7668974 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -7673454.000000 Penalty: 3627.009521
	Iteration 6F: 3 clusters Score -7673454 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -7677329.500000 Penalty: 3627.009521
	Iteration 7F: 3 clusters Score -7677330 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -7679607.500000 Penalty: 3627.009521
	Iteration 8Q: 3 clusters Score -7679608 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -7680774.000000 Penalty: 3627.009521
	Iteration 9Q: 3 clusters Score -7680774 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -7681534.500000 Penalty: 3627.009521
	Iteration 10Q: 3 clusters Score -7681534 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -7682091.000000 Penalty: 3627.009521
	Iteration 11Q: 3 clusters Score -7682091 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -7682551.500000 Penalty: 3627.009521
	Iteration 12Q: 3 clusters Score -7682552 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -7682920.000000 Penalty: 3627.009521
	Iteration 13Q: 3 clusters Score -7682920 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -7683322.500000 Penalty: 3627.009521
	Iteration 14Q: 3 clusters Score -7683322 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -7683623.500000 Penalty: 3627.009521
	Iteration 15Q: 3 clusters Score -7683624 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -7683903.000000 Penalty: 3627.009521
	Iteration 16Q: 3 clusters Score -7683903 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -7684091.000000 Penalty: 3627.009521
	Iteration 17Q: 3 clusters Score -7684091 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -7684232.500000 Penalty: 3627.009521
	Iteration 18Q: 3 clusters Score -7684232 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -7684403.000000 Penalty: 3627.009521
	Iteration 19Q: 3 clusters Score -7684403 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -7684554.000000 Penalty: 3627.009521
	Iteration 20F: 3 clusters Score -7684554 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -7684693.000000 Penalty: 3627.009521
	Iteration 21Q: 3 clusters Score -7684693 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7684808.000000 Penalty: 3627.009521
	Iteration 22Q: 3 clusters Score -7684808 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -7684911.500000 Penalty: 3627.009521
	Iteration 23Q: 3 clusters Score -7684912 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -7685035.500000 Penalty: 3627.009521
	Iteration 24Q: 3 clusters Score -7685036 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7685134.500000 Penalty: 3627.009521
	Iteration 25Q: 3 clusters Score -7685134 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -7685225.000000 Penalty: 3627.009521
	Iteration 26Q: 3 clusters Score -7685225 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7685265.500000 Penalty: 3627.009521
	Iteration 27Q: 3 clusters Score -7685266 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7685322.500000 Penalty: 3627.009521
	Iteration 28Q: 3 clusters Score -7685322 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -7685426.500000 Penalty: 3627.009521
	Iteration 29Q: 3 clusters Score -7685426 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7685479.500000 Penalty: 3627.009521
	Iteration 30Q: 3 clusters Score -7685480 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -7685516.000000 Penalty: 3627.009521
	Iteration 31Q: 3 clusters Score -7685516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7685563.500000 Penalty: 3627.009521
	Iteration 32Q: 3 clusters Score -7685564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7685658.500000 Penalty: 3627.009521
	Iteration 33Q: 3 clusters Score -7685658 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7685708.000000 Penalty: 3627.009521
	Iteration 34Q: 3 clusters Score -7685708 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7685760.500000 Penalty: 3627.009521
	Iteration 35Q: 3 clusters Score -7685760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7685807.500000 Penalty: 3627.009521
	Iteration 36Q: 3 clusters Score -7685808 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7685831.500000 Penalty: 3627.009521
	Iteration 37Q: 3 clusters Score -7685832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7685859.500000 Penalty: 3627.009521
	Iteration 38Q: 3 clusters Score -7685860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7685892.500000 Penalty: 3627.009521
	Iteration 39Q: 3 clusters Score -7685892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7685922.500000 Penalty: 3627.009521
	Iteration 40F: 3 clusters Score -7685922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7685940.000000 Penalty: 3627.009521
	Iteration 41Q: 3 clusters Score -7685940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7685953.000000 Penalty: 3627.009521
	Iteration 42Q: 3 clusters Score -7685953 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7685962.500000 Penalty: 3627.009521
	Iteration 43Q: 3 clusters Score -7685962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7685989.500000 Penalty: 3627.009521
	Iteration 44Q: 3 clusters Score -7685990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7685994.000000 Penalty: 3627.009521
	Iteration 45Q: 3 clusters Score -7685994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7686012.000000 Penalty: 3627.009521
	Iteration 46Q: 3 clusters Score -7686012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7686017.500000 Penalty: 3627.009521
	Iteration 47Q: 3 clusters Score -7686018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7686003.000000 Penalty: 3627.009521
	Iteration 48Q: 3 clusters Score -7686003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7685998.000000 Penalty: 3627.009521
	Iteration 49Q: 3 clusters Score -7685998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7686018.500000 Penalty: 3627.009521
	Iteration 50Q: 3 clusters Score -7686018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7686027.000000 Penalty: 3627.009521
	Iteration 51Q: 3 clusters Score -7686027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7686046.500000 Penalty: 3627.009521
	Iteration 52Q: 3 clusters Score -7686046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7686055.500000 Penalty: 3627.009521
	Iteration 53Q: 3 clusters Score -7686056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7686061.500000 Penalty: 3627.009521
	Iteration 54Q: 3 clusters Score -7686062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7686060.000000 Penalty: 3627.009521
	Iteration 55Q: 3 clusters Score -7686060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7686064.000000 Penalty: 3627.009521
	Iteration 56Q: 3 clusters Score -7686064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7686065.500000 Penalty: 3627.009521
	Iteration 57Q: 3 clusters Score -7686066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7686057.000000 Penalty: 3627.009521
	Iteration 58Q: 3 clusters Score -7686057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7686057.500000 Penalty: 3627.009521
	Iteration 59Q: 3 clusters Score -7686058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7686065.500000 Penalty: 3627.009521
	Iteration 60F: 3 clusters Score -7686066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7686078.000000 Penalty: 3627.009521
	Iteration 61Q: 3 clusters Score -7686078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7686084.500000 Penalty: 3627.009521
	Iteration 62Q: 3 clusters Score -7686084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7686090.500000 Penalty: 3627.009521
	Iteration 63Q: 3 clusters Score -7686090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7686101.000000 Penalty: 3627.009521
	Iteration 64Q: 3 clusters Score -7686101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7686105.500000 Penalty: 3627.009521
	Iteration 65Q: 3 clusters Score -7686106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7686110.500000 Penalty: 3627.009521
	Iteration 66Q: 3 clusters Score -7686110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7686121.000000 Penalty: 3627.009521
	Iteration 67Q: 3 clusters Score -7686121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7686111.000000 Penalty: 3627.009521
	Iteration 68Q: 3 clusters Score -7686111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7686121.000000 Penalty: 3627.009521
	Iteration 69Q: 3 clusters Score -7686121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7686129.000000 Penalty: 3627.009521
	Iteration 70Q: 3 clusters Score -7686129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7686131.000000 Penalty: 3627.009521
	Iteration 71Q: 3 clusters Score -7686131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7686127.000000 Penalty: 3627.009521
	Iteration 72Q: 3 clusters Score -7686127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7686124.500000 Penalty: 3627.009521
	Iteration 73Q: 3 clusters Score -7686124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7686121.500000 Penalty: 3627.009521
	Iteration 74Q: 3 clusters Score -7686122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7686118.000000 Penalty: 3627.009521
	Iteration 75Q: 3 clusters Score -7686118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7686123.500000 Penalty: 3627.009521
	Iteration 76Q: 3 clusters Score -7686124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7686134.000000 Penalty: 3627.009521
	Iteration 77Q: 3 clusters Score -7686134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7686137.000000 Penalty: 3627.009521
	Iteration 78Q: 3 clusters Score -7686137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7686133.500000 Penalty: 3627.009521
	Iteration 79Q: 3 clusters Score -7686134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7686136.500000 Penalty: 3627.009521
	Iteration 80F: 3 clusters Score -7686136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7686135.500000 Penalty: 3627.009521
	Iteration 81Q: 3 clusters Score -7686136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7686136.000000 Penalty: 3627.009521
	Iteration 82Q: 3 clusters Score -7686136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7686135.000000 Penalty: 3627.009521
	Iteration 83Q: 3 clusters Score -7686135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7686137.000000 Penalty: 3627.009521
	Iteration 84Q: 3 clusters Score -7686137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7686141.500000 Penalty: 3627.009521
	Iteration 85Q: 3 clusters Score -7686142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7686136.000000 Penalty: 3627.009521
	Iteration 86Q: 3 clusters Score -7686136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7686135.500000 Penalty: 3627.009521
	Iteration 87Q: 3 clusters Score -7686136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7686144.000000 Penalty: 3627.009521
	Iteration 88Q: 3 clusters Score -7686144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7686138.500000 Penalty: 3627.009521
	Iteration 89Q: 3 clusters Score -7686138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7686133.500000 Penalty: 3627.009521
	Iteration 90Q: 3 clusters Score -7686134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7686137.500000 Penalty: 3627.009521
	Iteration 91Q: 3 clusters Score -7686138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7686139.000000 Penalty: 3627.009521
	Iteration 92Q: 3 clusters Score -7686139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7686136.000000 Penalty: 3627.009521
	Iteration 93Q: 3 clusters Score -7686136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7686141.500000 Penalty: 3627.009521
	Iteration 94Q: 3 clusters Score -7686142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7686140.000000 Penalty: 3627.009521
	Iteration 95Q: 3 clusters Score -7686140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7686131.000000 Penalty: 3627.009521
	Iteration 96Q: 3 clusters Score -7686131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7686138.500000 Penalty: 3627.009521
	Iteration 97Q: 3 clusters Score -7686138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7686135.500000 Penalty: 3627.009521
	Iteration 98Q: 3 clusters Score -7686136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7686135.500000 Penalty: 3627.009521
	Iteration 99F: 3 clusters Score -7686136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (179831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179831 members 
Entering Unmasked Estep 
Score: -19461990.000000 Penalty: 1966.213013
	Iteration 0F: 2 clusters Score -1.946199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -19342820.000000 Penalty: 3932.426025
	Iteration 0F: 3 clusters Score -1.934282e+07 nChanged 87202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -19393840.000000 Penalty: 3932.426025
	Iteration 1F: 3 clusters Score -1.939384e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -19394224.000000 Penalty: 3932.426025
	Iteration 2Q: 3 clusters Score -1.939422e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -19394828.000000 Penalty: 3932.426025
	Iteration 3Q: 3 clusters Score -1.939483e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -19395558.000000 Penalty: 3932.426025
	Iteration 4Q: 3 clusters Score -1.939556e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 85758 members 
Entering Unmasked Estep 
Score: -19396238.000000 Penalty: 3932.426025
	Iteration 5Q: 3 clusters Score -1.939624e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -19397418.000000 Penalty: 3932.426025
	Iteration 6Q: 3 clusters Score -1.939742e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -19399344.000000 Penalty: 3932.426025
	Iteration 7Q: 3 clusters Score -1.939934e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -19402170.000000 Penalty: 3932.426025
	Iteration 8Q: 3 clusters Score -1.940217e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109434 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -19407122.000000 Penalty: 3932.426025
	Iteration 9Q: 3 clusters Score -1.940712e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116187 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -19414720.000000 Penalty: 3932.426025
	Iteration 10F: 3 clusters Score -1.941472e+07 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122716 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -19424282.000000 Penalty: 3932.426025
	Iteration 11F: 3 clusters Score -1.942428e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127542 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -19432192.000000 Penalty: 3932.426025
	Iteration 12F: 3 clusters Score -1.943219e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130891 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -19436310.000000 Penalty: 3932.426025
	Iteration 13Q: 3 clusters Score -1.943631e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133800 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -19438296.000000 Penalty: 3932.426025
	Iteration 14Q: 3 clusters Score -1.94383e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136800 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -19439902.000000 Penalty: 3932.426025
	Iteration 15Q: 3 clusters Score -1.94399e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139814 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -19441500.000000 Penalty: 3932.426025
	Iteration 16Q: 3 clusters Score -1.94415e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142821 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -19442952.000000 Penalty: 3932.426025
	Iteration 17Q: 3 clusters Score -1.944295e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145767 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -19444556.000000 Penalty: 3932.426025
	Iteration 18Q: 3 clusters Score -1.944456e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -19446462.000000 Penalty: 3932.426025
	Iteration 19Q: 3 clusters Score -1.944646e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151578 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -19448398.000000 Penalty: 3932.426025
	Iteration 20F: 3 clusters Score -1.94484e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154206 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -19450180.000000 Penalty: 3932.426025
	Iteration 21Q: 3 clusters Score -1.945018e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156608 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -19451942.000000 Penalty: 3932.426025
	Iteration 22Q: 3 clusters Score -1.945194e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158670 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -19453506.000000 Penalty: 3932.426025
	Iteration 23Q: 3 clusters Score -1.945351e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160512 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -19454942.000000 Penalty: 3932.426025
	Iteration 24Q: 3 clusters Score -1.945494e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162069 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -19456008.000000 Penalty: 3932.426025
	Iteration 25Q: 3 clusters Score -1.945601e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163407 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -19456788.000000 Penalty: 3932.426025
	Iteration 26Q: 3 clusters Score -1.945679e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164563 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -19457402.000000 Penalty: 3932.426025
	Iteration 27Q: 3 clusters Score -1.94574e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165605 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -19457848.000000 Penalty: 3932.426025
	Iteration 28Q: 3 clusters Score -1.945785e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166530 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -19458208.000000 Penalty: 3932.426025
	Iteration 29Q: 3 clusters Score -1.945821e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167366 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -19458438.000000 Penalty: 3932.426025
	Iteration 30Q: 3 clusters Score -1.945844e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168130 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -19458604.000000 Penalty: 3932.426025
	Iteration 31Q: 3 clusters Score -1.94586e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168835 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -19458844.000000 Penalty: 3932.426025
	Iteration 32Q: 3 clusters Score -1.945884e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169493 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -19459020.000000 Penalty: 3932.426025
	Iteration 33Q: 3 clusters Score -1.945902e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -19459198.000000 Penalty: 3932.426025
	Iteration 34Q: 3 clusters Score -1.94592e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170643 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -19459276.000000 Penalty: 3932.426025
	Iteration 35Q: 3 clusters Score -1.945928e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -19459504.000000 Penalty: 3932.426025
	Iteration 36Q: 3 clusters Score -1.94595e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -19459546.000000 Penalty: 3932.426025
	Iteration 37Q: 3 clusters Score -1.945955e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172043 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -19459586.000000 Penalty: 3932.426025
	Iteration 38Q: 3 clusters Score -1.945959e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -19459680.000000 Penalty: 3932.426025
	Iteration 39Q: 3 clusters Score -1.945968e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172841 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -19459682.000000 Penalty: 3932.426025
	Iteration 40F: 3 clusters Score -1.945968e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173224 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -19459764.000000 Penalty: 3932.426025
	Iteration 41Q: 3 clusters Score -1.945976e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173600 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -19459834.000000 Penalty: 3932.426025
	Iteration 42Q: 3 clusters Score -1.945983e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173951 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -19459942.000000 Penalty: 3932.426025
	Iteration 43Q: 3 clusters Score -1.945994e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174295 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -19460000.000000 Penalty: 3932.426025
	Iteration 44Q: 3 clusters Score -1.946e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174595 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -19460108.000000 Penalty: 3932.426025
	Iteration 45Q: 3 clusters Score -1.946011e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174859 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -19460126.000000 Penalty: 3932.426025
	Iteration 46Q: 3 clusters Score -1.946013e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175108 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -19460170.000000 Penalty: 3932.426025
	Iteration 47Q: 3 clusters Score -1.946017e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175317 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -19460278.000000 Penalty: 3932.426025
	Iteration 48Q: 3 clusters Score -1.946028e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -19460308.000000 Penalty: 3932.426025
	Iteration 49Q: 3 clusters Score -1.946031e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175693 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -19460336.000000 Penalty: 3932.426025
	Iteration 50Q: 3 clusters Score -1.946034e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -19460296.000000 Penalty: 3932.426025
	Iteration 51Q: 3 clusters Score -1.94603e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175978 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -19460300.000000 Penalty: 3932.426025
	Iteration 52Q: 3 clusters Score -1.94603e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176092 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -19460298.000000 Penalty: 3932.426025
	Iteration 53Q: 3 clusters Score -1.94603e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176206 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -19460254.000000 Penalty: 3932.426025
	Iteration 54Q: 3 clusters Score -1.946025e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176323 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -19460230.000000 Penalty: 3932.426025
	Iteration 55Q: 3 clusters Score -1.946023e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176418 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -19460212.000000 Penalty: 3932.426025
	Iteration 56Q: 3 clusters Score -1.946021e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176516 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -19460228.000000 Penalty: 3932.426025
	Iteration 57Q: 3 clusters Score -1.946023e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176611 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -19460298.000000 Penalty: 3932.426025
	Iteration 58Q: 3 clusters Score -1.94603e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176700 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -19460280.000000 Penalty: 3932.426025
	Iteration 59Q: 3 clusters Score -1.946028e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176805 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -19460298.000000 Penalty: 3932.426025
	Iteration 60F: 3 clusters Score -1.94603e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176909 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -19460358.000000 Penalty: 3932.426025
	Iteration 61Q: 3 clusters Score -1.946036e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177005 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -19460354.000000 Penalty: 3932.426025
	Iteration 62Q: 3 clusters Score -1.946035e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177086 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -19460382.000000 Penalty: 3932.426025
	Iteration 63Q: 3 clusters Score -1.946038e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177153 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -19460350.000000 Penalty: 3932.426025
	Iteration 64Q: 3 clusters Score -1.946035e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177212 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -19460352.000000 Penalty: 3932.426025
	Iteration 65Q: 3 clusters Score -1.946035e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177266 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -19460370.000000 Penalty: 3932.426025
	Iteration 66Q: 3 clusters Score -1.946037e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -19460376.000000 Penalty: 3932.426025
	Iteration 67Q: 3 clusters Score -1.946038e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177381 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -19460410.000000 Penalty: 3932.426025
	Iteration 68Q: 3 clusters Score -1.946041e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -19460422.000000 Penalty: 3932.426025
	Iteration 69Q: 3 clusters Score -1.946042e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -19460388.000000 Penalty: 3932.426025
	Iteration 70Q: 3 clusters Score -1.946039e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -19460390.000000 Penalty: 3932.426025
	Iteration 71Q: 3 clusters Score -1.946039e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -19460414.000000 Penalty: 3932.426025
	Iteration 72Q: 3 clusters Score -1.946041e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177665 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -19460420.000000 Penalty: 3932.426025
	Iteration 73Q: 3 clusters Score -1.946042e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177722 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -19460432.000000 Penalty: 3932.426025
	Iteration 74Q: 3 clusters Score -1.946043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177777 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19460422.000000 Penalty: 3932.426025
	Iteration 75Q: 3 clusters Score -1.946042e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177835 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -19460426.000000 Penalty: 3932.426025
	Iteration 76Q: 3 clusters Score -1.946043e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177875 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -19460406.000000 Penalty: 3932.426025
	Iteration 77Q: 3 clusters Score -1.946041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177904 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -19460388.000000 Penalty: 3932.426025
	Iteration 78Q: 3 clusters Score -1.946039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -19460428.000000 Penalty: 3932.426025
	Iteration 79Q: 3 clusters Score -1.946043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177956 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -19460462.000000 Penalty: 3932.426025
	Iteration 80F: 3 clusters Score -1.946046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177982 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -19460442.000000 Penalty: 3932.426025
	Iteration 81Q: 3 clusters Score -1.946044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178009 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19460424.000000 Penalty: 3932.426025
	Iteration 82Q: 3 clusters Score -1.946042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -19460426.000000 Penalty: 3932.426025
	Iteration 83Q: 3 clusters Score -1.946043e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178086 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -19460460.000000 Penalty: 3932.426025
	Iteration 84Q: 3 clusters Score -1.946046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178117 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -19460458.000000 Penalty: 3932.426025
	Iteration 85Q: 3 clusters Score -1.946046e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178149 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -19460460.000000 Penalty: 3932.426025
	Iteration 86Q: 3 clusters Score -1.946046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178185 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19460482.000000 Penalty: 3932.426025
	Iteration 87Q: 3 clusters Score -1.946048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178217 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -19460470.000000 Penalty: 3932.426025
	Iteration 88Q: 3 clusters Score -1.946047e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178244 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -19460444.000000 Penalty: 3932.426025
	Iteration 89Q: 3 clusters Score -1.946044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178273 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19460464.000000 Penalty: 3932.426025
	Iteration 90Q: 3 clusters Score -1.946046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178299 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -19460458.000000 Penalty: 3932.426025
	Iteration 91Q: 3 clusters Score -1.946046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178327 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -19460476.000000 Penalty: 3932.426025
	Iteration 92Q: 3 clusters Score -1.946048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19460448.000000 Penalty: 3932.426025
	Iteration 93Q: 3 clusters Score -1.946045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19460442.000000 Penalty: 3932.426025
	Iteration 94Q: 3 clusters Score -1.946044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178368 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -19460444.000000 Penalty: 3932.426025
	Iteration 95Q: 3 clusters Score -1.946044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178375 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -19460436.000000 Penalty: 3932.426025
	Iteration 96Q: 3 clusters Score -1.946044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -19460440.000000 Penalty: 3932.426025
	Iteration 97Q: 3 clusters Score -1.946044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178389 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -19460450.000000 Penalty: 3932.426025
	Iteration 98Q: 3 clusters Score -1.946045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19460434.000000 Penalty: 3932.426025
	Iteration 99Q: 3 clusters Score -1.946043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178419 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -19460474.000000 Penalty: 3932.426025
	Iteration 100F: 3 clusters Score -1.946047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178441 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -19460482.000000 Penalty: 3932.426025
	Iteration 101Q: 3 clusters Score -1.946048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178456 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19460488.000000 Penalty: 3932.426025
	Iteration 102Q: 3 clusters Score -1.946049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178470 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -19460486.000000 Penalty: 3932.426025
	Iteration 103Q: 3 clusters Score -1.946049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178480 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -19460510.000000 Penalty: 3932.426025
	Iteration 104Q: 3 clusters Score -1.946051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19460512.000000 Penalty: 3932.426025
	Iteration 105Q: 3 clusters Score -1.946051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178505 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -19460510.000000 Penalty: 3932.426025
	Iteration 106Q: 3 clusters Score -1.946051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178521 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19460514.000000 Penalty: 3932.426025
	Iteration 107Q: 3 clusters Score -1.946051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178535 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -19460504.000000 Penalty: 3932.426025
	Iteration 108Q: 3 clusters Score -1.94605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178548 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -19460510.000000 Penalty: 3932.426025
	Iteration 109Q: 3 clusters Score -1.946051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178556 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19460516.000000 Penalty: 3932.426025
	Iteration 110Q: 3 clusters Score -1.946052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178561 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19460524.000000 Penalty: 3932.426025
	Iteration 111Q: 3 clusters Score -1.946052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178567 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -19460510.000000 Penalty: 3932.426025
	Iteration 112Q: 3 clusters Score -1.946051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178575 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19460516.000000 Penalty: 3932.426025
	Iteration 113Q: 3 clusters Score -1.946052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178584 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19460524.000000 Penalty: 3932.426025
	Iteration 114Q: 3 clusters Score -1.946052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178591 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19460518.000000 Penalty: 3932.426025
	Iteration 115Q: 3 clusters Score -1.946052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178600 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19460502.000000 Penalty: 3932.426025
	Iteration 116Q: 3 clusters Score -1.94605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178605 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -19460518.000000 Penalty: 3932.426025
	Iteration 117Q: 3 clusters Score -1.946052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178611 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19460514.000000 Penalty: 3932.426025
	Iteration 118Q: 3 clusters Score -1.946051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178620 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -19460492.000000 Penalty: 3932.426025
	Iteration 119Q: 3 clusters Score -1.946049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178627 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19460500.000000 Penalty: 3932.426025
	Iteration 120F: 3 clusters Score -1.94605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178635 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19460498.000000 Penalty: 3932.426025
	Iteration 121Q: 3 clusters Score -1.94605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178644 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19460488.000000 Penalty: 3932.426025
	Iteration 122Q: 3 clusters Score -1.946049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178653 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -19460490.000000 Penalty: 3932.426025
	Iteration 123Q: 3 clusters Score -1.946049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178664 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -19460486.000000 Penalty: 3932.426025
	Iteration 124Q: 3 clusters Score -1.946049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178677 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -19460500.000000 Penalty: 3932.426025
	Iteration 125Q: 3 clusters Score -1.94605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178686 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -19460526.000000 Penalty: 3932.426025
	Iteration 126Q: 3 clusters Score -1.946053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178696 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -19460526.000000 Penalty: 3932.426025
	Iteration 127Q: 3 clusters Score -1.946053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178701 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -19460530.000000 Penalty: 3932.426025
	Iteration 128Q: 3 clusters Score -1.946053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19460530.000000 Penalty: 3932.426025
	Iteration 129Q: 3 clusters Score -1.946053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178715 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19460526.000000 Penalty: 3932.426025
	Iteration 130Q: 3 clusters Score -1.946053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178720 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19460534.000000 Penalty: 3932.426025
	Iteration 131Q: 3 clusters Score -1.946053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178725 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -19460542.000000 Penalty: 3932.426025
	Iteration 132Q: 3 clusters Score -1.946054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178726 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19460540.000000 Penalty: 3932.426025
	Iteration 133Q: 3 clusters Score -1.946054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178727 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -19460538.000000 Penalty: 3932.426025
	Iteration 134Q: 3 clusters Score -1.946054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178731 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19460526.000000 Penalty: 3932.426025
	Iteration 135Q: 3 clusters Score -1.946053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178735 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19460524.000000 Penalty: 3932.426025
	Iteration 136Q: 3 clusters Score -1.946052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178742 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -19460544.000000 Penalty: 3932.426025
	Iteration 137Q: 3 clusters Score -1.946054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178748 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19460532.000000 Penalty: 3932.426025
	Iteration 138Q: 3 clusters Score -1.946053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178752 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -19460546.000000 Penalty: 3932.426025
	Iteration 139Q: 3 clusters Score -1.946055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178754 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -19460536.000000 Penalty: 3932.426025
	Iteration 140F: 3 clusters Score -1.946054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178754 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -19460536.000000 Penalty: 3932.426025
	Iteration 141Q: 3 clusters Score -1.946054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19460526.000000 Penalty: 3932.426025
	Iteration 142Q: 3 clusters Score -1.946053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178761 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -19460526.000000 Penalty: 3932.426025
	Iteration 143Q: 3 clusters Score -1.946053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178765 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -19460522.000000 Penalty: 3932.426025
	Iteration 144Q: 3 clusters Score -1.946052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178770 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19460522.000000 Penalty: 3932.426025
	Iteration 145Q: 3 clusters Score -1.946052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -19460512.000000 Penalty: 3932.426025
	Iteration 146Q: 3 clusters Score -1.946051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19460516.000000 Penalty: 3932.426025
	Iteration 147Q: 3 clusters Score -1.946052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19460516.000000 Penalty: 3932.426025
	Iteration 148Q: 3 clusters Score -1.946052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178792 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19460530.000000 Penalty: 3932.426025
	Iteration 149Q: 3 clusters Score -1.946053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178801 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19460524.000000 Penalty: 3932.426025
	Iteration 150Q: 3 clusters Score -1.946052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19460530.000000 Penalty: 3932.426025
	Iteration 151Q: 3 clusters Score -1.946053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178810 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -19460516.000000 Penalty: 3932.426025
	Iteration 152Q: 3 clusters Score -1.946052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178814 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19460512.000000 Penalty: 3932.426025
	Iteration 153Q: 3 clusters Score -1.946051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178818 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -19460512.000000 Penalty: 3932.426025
	Iteration 154Q: 3 clusters Score -1.946051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178821 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19460522.000000 Penalty: 3932.426025
	Iteration 155Q: 3 clusters Score -1.946052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178821 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19460522.000000 Penalty: 3932.426025
	Iteration 156F: 3 clusters Score -1.946052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -311662.343750 Penalty: 1304.623901
	Iteration 0F: 2 clusters Score -311662.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -308913.125000 Penalty: 2609.247803
	Iteration 0F: 3 clusters Score -308913.1 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -310097.906250 Penalty: 2609.247803
	Iteration 1F: 3 clusters Score -310097.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -310669.281250 Penalty: 2609.247803
	Iteration 2F: 3 clusters Score -310669.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -311497.875000 Penalty: 2609.247803
	Iteration 3F: 3 clusters Score -311497.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -312234.406250 Penalty: 2609.247803
	Iteration 4F: 3 clusters Score -312234.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -312488.218750 Penalty: 2609.247803
	Iteration 5F: 3 clusters Score -312488.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -312576.406250 Penalty: 2609.247803
	Iteration 6Q: 3 clusters Score -312576.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -312605.406250 Penalty: 2609.247803
	Iteration 7Q: 3 clusters Score -312605.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -312614.125000 Penalty: 2609.247803
	Iteration 8Q: 3 clusters Score -312614.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -312620.968750 Penalty: 2609.247803
	Iteration 9Q: 3 clusters Score -312621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -312624.031250 Penalty: 2609.247803
	Iteration 10Q: 3 clusters Score -312624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -312626.250000 Penalty: 2609.247803
	Iteration 11Q: 3 clusters Score -312626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -312627.812500 Penalty: 2609.247803
	Iteration 12Q: 3 clusters Score -312627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -312628.468750 Penalty: 2609.247803
	Iteration 13Q: 3 clusters Score -312628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -312628.593750 Penalty: 2609.247803
	Iteration 14Q: 3 clusters Score -312628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -312629.968750 Penalty: 2609.247803
	Iteration 15Q: 3 clusters Score -312630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -312630.625000 Penalty: 2609.247803
	Iteration 16Q: 3 clusters Score -312630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -312631.062500 Penalty: 2609.247803
	Iteration 17Q: 3 clusters Score -312631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -312631.062500 Penalty: 2609.247803
	Iteration 18F: 3 clusters Score -312631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44214 members 
Mstep: Class 3 contains 72101 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 169835 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174440 members 
Mstep: Class 10 contains 42733 members 
Mstep: Class 14 contains 70265 members 
Mstep: Class 17 contains 179831 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 3829 members 
Mstep: Class 21 contains 68138 members 
Mstep: Class 22 contains 48339 members 
Entering Unmasked Estep 
Score: -93851200.000000 Penalty: 33373.367188
Splitting cluster 18 changes total score from -93850952.000000 to -93851200.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 19 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -408055.062500 Penalty: 1340.683228
	Iteration 0F: 2 clusters Score -408055.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -404801.875000 Penalty: 2681.366455
	Iteration 0F: 3 clusters Score -404801.9 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -405677.375000 Penalty: 2681.366455
	Iteration 1F: 3 clusters Score -405677.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -405841.093750 Penalty: 2681.366455
	Iteration 2F: 3 clusters Score -405841.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -405969.375000 Penalty: 2681.366455
	Iteration 3F: 3 clusters Score -405969.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -406087.968750 Penalty: 2681.366455
	Iteration 4F: 3 clusters Score -406088 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -406168.968750 Penalty: 2681.366455
	Iteration 5Q: 3 clusters Score -406169 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -406250.281250 Penalty: 2681.366455
	Iteration 6Q: 3 clusters Score -406250.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -406316.031250 Penalty: 2681.366455
	Iteration 7Q: 3 clusters Score -406316 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -406374.343750 Penalty: 2681.366455
	Iteration 8Q: 3 clusters Score -406374.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -406421.718750 Penalty: 2681.366455
	Iteration 9Q: 3 clusters Score -406421.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -406457.718750 Penalty: 2681.366455
	Iteration 10Q: 3 clusters Score -406457.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -406493.968750 Penalty: 2681.366455
	Iteration 11Q: 3 clusters Score -406494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -406539.031250 Penalty: 2681.366455
	Iteration 12Q: 3 clusters Score -406539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -406580.062500 Penalty: 2681.366455
	Iteration 13Q: 3 clusters Score -406580.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -406624.437500 Penalty: 2681.366455
	Iteration 14Q: 3 clusters Score -406624.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -406660.531250 Penalty: 2681.366455
	Iteration 15Q: 3 clusters Score -406660.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -406701.812500 Penalty: 2681.366455
	Iteration 16Q: 3 clusters Score -406701.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -406724.625000 Penalty: 2681.366455
	Iteration 17Q: 3 clusters Score -406724.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -406747.468750 Penalty: 2681.366455
	Iteration 18Q: 3 clusters Score -406747.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -406772.468750 Penalty: 2681.366455
	Iteration 19Q: 3 clusters Score -406772.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -406792.562500 Penalty: 2681.366455
	Iteration 20F: 3 clusters Score -406792.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -406809.687500 Penalty: 2681.366455
	Iteration 21Q: 3 clusters Score -406809.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -406830.250000 Penalty: 2681.366455
	Iteration 22Q: 3 clusters Score -406830.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -406849.843750 Penalty: 2681.366455
	Iteration 23Q: 3 clusters Score -406849.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -406868.968750 Penalty: 2681.366455
	Iteration 24Q: 3 clusters Score -406869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -406891.187500 Penalty: 2681.366455
	Iteration 25Q: 3 clusters Score -406891.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -406908.937500 Penalty: 2681.366455
	Iteration 26Q: 3 clusters Score -406908.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -406930.562500 Penalty: 2681.366455
	Iteration 27Q: 3 clusters Score -406930.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -406953.375000 Penalty: 2681.366455
	Iteration 28Q: 3 clusters Score -406953.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -406970.625000 Penalty: 2681.366455
	Iteration 29Q: 3 clusters Score -406970.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -406991.906250 Penalty: 2681.366455
	Iteration 30Q: 3 clusters Score -406991.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -407009.781250 Penalty: 2681.366455
	Iteration 31Q: 3 clusters Score -407009.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -407023.718750 Penalty: 2681.366455
	Iteration 32Q: 3 clusters Score -407023.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -407038.218750 Penalty: 2681.366455
	Iteration 33Q: 3 clusters Score -407038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -407045.656250 Penalty: 2681.366455
	Iteration 34Q: 3 clusters Score -407045.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -407053.687500 Penalty: 2681.366455
	Iteration 35Q: 3 clusters Score -407053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -407059.562500 Penalty: 2681.366455
	Iteration 36Q: 3 clusters Score -407059.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -407067.093750 Penalty: 2681.366455
	Iteration 37Q: 3 clusters Score -407067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -407070.500000 Penalty: 2681.366455
	Iteration 38Q: 3 clusters Score -407070.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -407074.250000 Penalty: 2681.366455
	Iteration 39Q: 3 clusters Score -407074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -407078.375000 Penalty: 2681.366455
	Iteration 40F: 3 clusters Score -407078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -407080.593750 Penalty: 2681.366455
	Iteration 41Q: 3 clusters Score -407080.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -407083.218750 Penalty: 2681.366455
	Iteration 42Q: 3 clusters Score -407083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -407086.406250 Penalty: 2681.366455
	Iteration 43Q: 3 clusters Score -407086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -407089.875000 Penalty: 2681.366455
	Iteration 44Q: 3 clusters Score -407089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -407093.843750 Penalty: 2681.366455
	Iteration 45Q: 3 clusters Score -407093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -407096.843750 Penalty: 2681.366455
	Iteration 46Q: 3 clusters Score -407096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -407100.687500 Penalty: 2681.366455
	Iteration 47Q: 3 clusters Score -407100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -407103.437500 Penalty: 2681.366455
	Iteration 48Q: 3 clusters Score -407103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -407106.000000 Penalty: 2681.366455
	Iteration 49Q: 3 clusters Score -407106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -407106.937500 Penalty: 2681.366455
	Iteration 50Q: 3 clusters Score -407106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -407107.343750 Penalty: 2681.366455
	Iteration 51Q: 3 clusters Score -407107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -407108.812500 Penalty: 2681.366455
	Iteration 52Q: 3 clusters Score -407108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -407110.125000 Penalty: 2681.366455
	Iteration 53Q: 3 clusters Score -407110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -407110.125000 Penalty: 2681.366455
	Iteration 54F: 3 clusters Score -407110.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Entering Unmasked Estep 
Score: -7451862.500000 Penalty: 1808.509766
	Iteration 0F: 2 clusters Score -7451862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -7406091.000000 Penalty: 3617.019531
	Iteration 0F: 3 clusters Score -7406091 nChanged 32222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -7424679.500000 Penalty: 3617.019531
	Iteration 1F: 3 clusters Score -7424680 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -7425297.000000 Penalty: 3617.019531
	Iteration 2Q: 3 clusters Score -7425297 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -7426021.500000 Penalty: 3617.019531
	Iteration 3Q: 3 clusters Score -7426022 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -7426935.000000 Penalty: 3617.019531
	Iteration 4Q: 3 clusters Score -7426935 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -7427975.000000 Penalty: 3617.019531
	Iteration 5Q: 3 clusters Score -7427975 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -7429362.500000 Penalty: 3617.019531
	Iteration 6Q: 3 clusters Score -7429362 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -7431249.000000 Penalty: 3617.019531
	Iteration 7Q: 3 clusters Score -7431249 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -7433781.500000 Penalty: 3617.019531
	Iteration 8F: 3 clusters Score -7433782 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -7436700.000000 Penalty: 3617.019531
	Iteration 9F: 3 clusters Score -7436700 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -7439068.000000 Penalty: 3617.019531
	Iteration 10F: 3 clusters Score -7439068 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -7440567.500000 Penalty: 3617.019531
	Iteration 11Q: 3 clusters Score -7440568 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7441215.000000 Penalty: 3617.019531
	Iteration 12Q: 3 clusters Score -7441215 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -7441516.500000 Penalty: 3617.019531
	Iteration 13Q: 3 clusters Score -7441516 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -7441824.500000 Penalty: 3617.019531
	Iteration 14Q: 3 clusters Score -7441824 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -7442098.000000 Penalty: 3617.019531
	Iteration 15Q: 3 clusters Score -7442098 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -7442371.500000 Penalty: 3617.019531
	Iteration 16Q: 3 clusters Score -7442372 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -7442655.000000 Penalty: 3617.019531
	Iteration 17Q: 3 clusters Score -7442655 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -7442884.500000 Penalty: 3617.019531
	Iteration 18Q: 3 clusters Score -7442884 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7443099.500000 Penalty: 3617.019531
	Iteration 19Q: 3 clusters Score -7443100 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -7443311.000000 Penalty: 3617.019531
	Iteration 20F: 3 clusters Score -7443311 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -7443510.500000 Penalty: 3617.019531
	Iteration 21Q: 3 clusters Score -7443510 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -7443656.000000 Penalty: 3617.019531
	Iteration 22Q: 3 clusters Score -7443656 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -7443811.000000 Penalty: 3617.019531
	Iteration 23Q: 3 clusters Score -7443811 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -7443943.500000 Penalty: 3617.019531
	Iteration 24Q: 3 clusters Score -7443944 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -7444066.000000 Penalty: 3617.019531
	Iteration 25Q: 3 clusters Score -7444066 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -7444190.500000 Penalty: 3617.019531
	Iteration 26Q: 3 clusters Score -7444190 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -7444213.000000 Penalty: 3617.019531
	Iteration 27Q: 3 clusters Score -7444213 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -7444246.000000 Penalty: 3617.019531
	Iteration 28Q: 3 clusters Score -7444246 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -7444294.000000 Penalty: 3617.019531
	Iteration 29Q: 3 clusters Score -7444294 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -7444372.500000 Penalty: 3617.019531
	Iteration 30Q: 3 clusters Score -7444372 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7444408.000000 Penalty: 3617.019531
	Iteration 31Q: 3 clusters Score -7444408 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -7444445.500000 Penalty: 3617.019531
	Iteration 32Q: 3 clusters Score -7444446 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -7444472.000000 Penalty: 3617.019531
	Iteration 33Q: 3 clusters Score -7444472 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -7444514.500000 Penalty: 3617.019531
	Iteration 34Q: 3 clusters Score -7444514 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -7444547.500000 Penalty: 3617.019531
	Iteration 35Q: 3 clusters Score -7444548 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -7444563.000000 Penalty: 3617.019531
	Iteration 36Q: 3 clusters Score -7444563 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -7444586.000000 Penalty: 3617.019531
	Iteration 37Q: 3 clusters Score -7444586 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -7444640.500000 Penalty: 3617.019531
	Iteration 38Q: 3 clusters Score -7444640 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -7444663.500000 Penalty: 3617.019531
	Iteration 39Q: 3 clusters Score -7444664 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -7444668.500000 Penalty: 3617.019531
	Iteration 40F: 3 clusters Score -7444668 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -7444710.000000 Penalty: 3617.019531
	Iteration 41Q: 3 clusters Score -7444710 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -7444721.500000 Penalty: 3617.019531
	Iteration 42Q: 3 clusters Score -7444722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -7444737.500000 Penalty: 3617.019531
	Iteration 43Q: 3 clusters Score -7444738 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7444750 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7444772 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7444870 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7444926 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7444940 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7444957 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7444975 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7444996 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7445028 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7445067 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7445116 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7445116 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -7445136.500000 Penalty: 3617.019531
	Iteration 59Q: 3 clusters Score -7445136 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -7445182.500000 Penalty: 3617.019531
	Iteration 60F: 3 clusters Score -7445182 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -7445219.000000 Penalty: 3617.019531
	Iteration 61Q: 3 clusters Score -7445219 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7445265 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -7445290.500000 Penalty: 3617.019531
	Iteration 63Q: 3 clusters Score -7445290 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7445333 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7445380 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7445413 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7445456 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7445518 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -7445535.500000 Penalty: 3617.019531
	Iteration 69Q: 3 clusters Score -7445536 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -7445576.500000 Penalty: 3617.019531
	Iteration 70Q: 3 clusters Score -7445576 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7445625 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -7445661.500000 Penalty: 3617.019531
	Iteration 72Q: 3 clusters Score -7445662 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7445756 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7445827 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7445920 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7446014 nChanged 486
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7446092 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -7446176.500000 Penalty: 3617.019531
	Iteration 78Q: 3 clusters Score -7446176 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7446269 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -7446322.500000 Penalty: 3617.019531
	Iteration 80F: 3 clusters Score -7446322 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7446352 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7446416 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7446494 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7446602 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7446648 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7446745 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7446840 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7446964 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7447076 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7447206 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7447344 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7447437 nChanged 602
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7447584 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7447801 nChanged 614
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Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7448011 nChanged 596
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7448204 nChanged 589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7448366 nChanged 547
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Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7448538 nChanged 543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7448698 nChanged 497
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Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -7448864.500000 Penalty: 3617.019531
	Iteration 100F: 3 clusters Score -7448864 nChanged 495
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Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7449042 nChanged 475
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Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7449253 nChanged 448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7449444 nChanged 374
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Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7449571 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7449735 nChanged 348
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Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7449844 nChanged 287
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Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7449944 nChanged 238
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Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7450018 nChanged 200
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Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7450103 nChanged 206
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Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7450224.000000 Penalty: 3617.019531
	Iteration 111Q: 3 clusters Score -7450224 nChanged 153
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Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7450281.000000 Penalty: 3617.019531
	Iteration 112Q: 3 clusters Score -7450281 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7450314.500000 Penalty: 3617.019531
	Iteration 113Q: 3 clusters Score -7450314 nChanged 120
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Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7450332.000000 Penalty: 3617.019531
	Iteration 114Q: 3 clusters Score -7450332 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7450374 nChanged 85
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Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7450394.500000 Penalty: 3617.019531
	Iteration 116Q: 3 clusters Score -7450394 nChanged 70
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Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7450414 nChanged 81
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Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7450445.500000 Penalty: 3617.019531
	Iteration 118Q: 3 clusters Score -7450446 nChanged 70
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Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7450465.500000 Penalty: 3617.019531
	Iteration 119Q: 3 clusters Score -7450466 nChanged 69
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Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7450482.500000 Penalty: 3617.019531
	Iteration 120F: 3 clusters Score -7450482 nChanged 61
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Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7450492.500000 Penalty: 3617.019531
	Iteration 121Q: 3 clusters Score -7450492 nChanged 54
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Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7450498 nChanged 41
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Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7450518 nChanged 37
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Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7450521.500000 Penalty: 3617.019531
	Iteration 124Q: 3 clusters Score -7450522 nChanged 29
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Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7450533.000000 Penalty: 3617.019531
	Iteration 125Q: 3 clusters Score -7450533 nChanged 27
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Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7450548 nChanged 36
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Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7450566 nChanged 36
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Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7450570 nChanged 36
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Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7450580 nChanged 28
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Mstep: Class 1 contains 66714 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7450588 nChanged 30
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Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7450600 nChanged 28
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Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7450618 nChanged 18
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Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7450617 nChanged 18
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Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7450624 nChanged 16
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Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7450627 nChanged 13
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Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7450617 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7450610.000000 Penalty: 3617.019531
	Iteration 137Q: 3 clusters Score -7450610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7450611.500000 Penalty: 3617.019531
	Iteration 138Q: 3 clusters Score -7450612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7450617.000000 Penalty: 3617.019531
	Iteration 139Q: 3 clusters Score -7450617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7450627.500000 Penalty: 3617.019531
	Iteration 140F: 3 clusters Score -7450628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7450631.500000 Penalty: 3617.019531
	Iteration 141Q: 3 clusters Score -7450632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7450630.500000 Penalty: 3617.019531
	Iteration 142Q: 3 clusters Score -7450630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7450634.500000 Penalty: 3617.019531
	Iteration 143Q: 3 clusters Score -7450634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7450631.000000 Penalty: 3617.019531
	Iteration 144Q: 3 clusters Score -7450631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7450633.000000 Penalty: 3617.019531
	Iteration 145Q: 3 clusters Score -7450633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7450627.500000 Penalty: 3617.019531
	Iteration 146Q: 3 clusters Score -7450628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7450636.500000 Penalty: 3617.019531
	Iteration 147Q: 3 clusters Score -7450636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7450637.000000 Penalty: 3617.019531
	Iteration 148Q: 3 clusters Score -7450637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7450636.000000 Penalty: 3617.019531
	Iteration 149Q: 3 clusters Score -7450636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7450636.000000 Penalty: 3617.019531
	Iteration 150F: 3 clusters Score -7450636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Entering Unmasked Estep 
Score: -5304531.500000 Penalty: 1752.723999
	Iteration 0F: 2 clusters Score -5304532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -5272177.500000 Penalty: 3505.447998
	Iteration 0F: 3 clusters Score -5272178 nChanged 22741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -5285273.000000 Penalty: 3505.447998
	Iteration 1F: 3 clusters Score -5285273 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5286268.500000 Penalty: 3505.447998
	Iteration 2Q: 3 clusters Score -5286268 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -5287873.500000 Penalty: 3505.447998
	Iteration 3F: 3 clusters Score -5287874 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -5290508.500000 Penalty: 3505.447998
	Iteration 4F: 3 clusters Score -5290508 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -5294329.000000 Penalty: 3505.447998
	Iteration 5F: 3 clusters Score -5294329 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5298286.500000 Penalty: 3505.447998
	Iteration 6F: 3 clusters Score -5298286 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5301080.500000 Penalty: 3505.447998
	Iteration 7F: 3 clusters Score -5301080 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5302261.500000 Penalty: 3505.447998
	Iteration 8Q: 3 clusters Score -5302262 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5302698.500000 Penalty: 3505.447998
	Iteration 9Q: 3 clusters Score -5302698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5302870.500000 Penalty: 3505.447998
	Iteration 10Q: 3 clusters Score -5302870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5302923.500000 Penalty: 3505.447998
	Iteration 11Q: 3 clusters Score -5302924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5302951.000000 Penalty: 3505.447998
	Iteration 12Q: 3 clusters Score -5302951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5302975.500000 Penalty: 3505.447998
	Iteration 13Q: 3 clusters Score -5302976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5302992.500000 Penalty: 3505.447998
	Iteration 14Q: 3 clusters Score -5302992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5303003.000000 Penalty: 3505.447998
	Iteration 15Q: 3 clusters Score -5303003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5303006.500000 Penalty: 3505.447998
	Iteration 16Q: 3 clusters Score -5303006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5303006.500000 Penalty: 3505.447998
	Iteration 17F: 3 clusters Score -5303006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44214 members 
Mstep: Class 3 contains 72101 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 6 contains 169835 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174440 members 
Mstep: Class 10 contains 42733 members 
Mstep: Class 14 contains 70265 members 
Mstep: Class 17 contains 179831 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 3829 members 
Mstep: Class 21 contains 68138 members 
Mstep: Class 22 contains 48339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93851776.000000 Penalty: 33373.367188
Iteration 199Q: 16 clusters Score -9.385178e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 44188 members 
Mstep: Class 3 contains 72055 members 
Mstep: Class 4 contains 378 members 
Mstep: Class 5 contains 891 members 
Mstep: Class 6 contains 169687 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 9 contains 174469 members 
Mstep: Class 10 contains 42705 members 
Mstep: Class 14 contains 70237 members 
Mstep: Class 17 contains 179864 members 
Mstep: Class 18 contains 2395 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 21 contains 68144 members 
Mstep: Class 22 contains 48307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852208.000000 Penalty: 33373.367188
Iteration 200F: 16 clusters Score -9.385221e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 44163 members 
Mstep: Class 3 contains 72014 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 169567 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 9 contains 174402 members 
Mstep: Class 10 contains 42649 members 
Mstep: Class 14 contains 70188 members 
Mstep: Class 17 contains 179915 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 21 contains 68161 members 
Mstep: Class 22 contains 48275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852416.000000 Penalty: 33373.367188
Iteration 201Q: 16 clusters Score -9.385242e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 44132 members 
Mstep: Class 3 contains 71978 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 169435 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 9 contains 174389 members 
Mstep: Class 10 contains 42607 members 
Mstep: Class 14 contains 70164 members 
Mstep: Class 17 contains 179971 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 3867 members 
Mstep: Class 21 contains 68195 members 
Mstep: Class 22 contains 48275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852424.000000 Penalty: 33373.367188
Iteration 202Q: 16 clusters Score -9.385242e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 44115 members 
Mstep: Class 3 contains 71933 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 169331 members 
Mstep: Class 7 contains 4017 members 
Mstep: Class 9 contains 174372 members 
Mstep: Class 10 contains 42569 members 
Mstep: Class 14 contains 70153 members 
Mstep: Class 17 contains 180025 members 
Mstep: Class 18 contains 2854 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 21 contains 68234 members 
Mstep: Class 22 contains 48279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852520.000000 Penalty: 33373.367188
Iteration 203Q: 16 clusters Score -9.385252e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 44099 members 
Mstep: Class 3 contains 71897 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 169256 members 
Mstep: Class 7 contains 4019 members 
Mstep: Class 9 contains 174371 members 
Mstep: Class 10 contains 42534 members 
Mstep: Class 14 contains 70133 members 
Mstep: Class 17 contains 180081 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 21 contains 68287 members 
Mstep: Class 22 contains 48278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852696.000000 Penalty: 33373.367188
Iteration 204Q: 16 clusters Score -9.38527e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 44080 members 
Mstep: Class 3 contains 71872 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 169160 members 
Mstep: Class 7 contains 4022 members 
Mstep: Class 9 contains 174374 members 
Mstep: Class 10 contains 42525 members 
Mstep: Class 14 contains 70116 members 
Mstep: Class 17 contains 180146 members 
Mstep: Class 18 contains 2935 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 21 contains 68330 members 
Mstep: Class 22 contains 48281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852864.000000 Penalty: 33373.367188
Iteration 205Q: 16 clusters Score -9.385286e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 44060 members 
Mstep: Class 3 contains 71844 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 169065 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 9 contains 174384 members 
Mstep: Class 10 contains 42511 members 
Mstep: Class 14 contains 70101 members 
Mstep: Class 17 contains 180209 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 3886 members 
Mstep: Class 21 contains 68388 members 
Mstep: Class 22 contains 48277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852768.000000 Penalty: 33373.367188
Iteration 206Q: 16 clusters Score -9.385277e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 44030 members 
Mstep: Class 3 contains 71826 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 168980 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 9 contains 174389 members 
Mstep: Class 10 contains 42502 members 
Mstep: Class 14 contains 70099 members 
Mstep: Class 17 contains 180271 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 21 contains 68433 members 
Mstep: Class 22 contains 48274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852704.000000 Penalty: 33373.367188
Iteration 207Q: 16 clusters Score -9.38527e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 43995 members 
Mstep: Class 3 contains 71810 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 168867 members 
Mstep: Class 7 contains 4040 members 
Mstep: Class 9 contains 174412 members 
Mstep: Class 10 contains 42495 members 
Mstep: Class 14 contains 70103 members 
Mstep: Class 17 contains 180321 members 
Mstep: Class 18 contains 3004 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 21 contains 68492 members 
Mstep: Class 22 contains 48270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852960.000000 Penalty: 33373.367188
Iteration 208Q: 16 clusters Score -9.385296e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 43963 members 
Mstep: Class 3 contains 71792 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 1065 members 
Mstep: Class 6 contains 168756 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 9 contains 174439 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70110 members 
Mstep: Class 17 contains 180382 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 3886 members 
Mstep: Class 21 contains 68536 members 
Mstep: Class 22 contains 48271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852944.000000 Penalty: 33373.367188
Iteration 209Q: 16 clusters Score -9.385294e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 43935 members 
Mstep: Class 3 contains 71763 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 168675 members 
Mstep: Class 7 contains 4050 members 
Mstep: Class 9 contains 174450 members 
Mstep: Class 10 contains 42490 members 
Mstep: Class 14 contains 70113 members 
Mstep: Class 17 contains 180453 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 21 contains 68564 members 
Mstep: Class 22 contains 48276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852848.000000 Penalty: 33373.367188
Iteration 210Q: 16 clusters Score -9.385285e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 43902 members 
Mstep: Class 3 contains 71751 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 168606 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 9 contains 174443 members 
Mstep: Class 10 contains 42489 members 
Mstep: Class 14 contains 70116 members 
Mstep: Class 17 contains 180521 members 
Mstep: Class 18 contains 3047 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 21 contains 68581 members 
Mstep: Class 22 contains 48289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852816.000000 Penalty: 33373.367188
Iteration 211Q: 16 clusters Score -9.385282e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 43866 members 
Mstep: Class 3 contains 71745 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 168517 members 
Mstep: Class 7 contains 4056 members 
Mstep: Class 9 contains 174463 members 
Mstep: Class 10 contains 42488 members 
Mstep: Class 14 contains 70116 members 
Mstep: Class 17 contains 180588 members 
Mstep: Class 18 contains 3060 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 21 contains 68602 members 
Mstep: Class 22 contains 48292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852768.000000 Penalty: 33373.367188
Iteration 212Q: 16 clusters Score -9.385277e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43843 members 
Mstep: Class 3 contains 71737 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168446 members 
Mstep: Class 7 contains 4057 members 
Mstep: Class 9 contains 174458 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 14 contains 70113 members 
Mstep: Class 17 contains 180646 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 3896 members 
Mstep: Class 21 contains 68637 members 
Mstep: Class 22 contains 48297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852704.000000 Penalty: 33373.367188
Iteration 213Q: 16 clusters Score -9.38527e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43826 members 
Mstep: Class 3 contains 71729 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168389 members 
Mstep: Class 7 contains 4059 members 
Mstep: Class 9 contains 174449 members 
Mstep: Class 10 contains 42489 members 
Mstep: Class 14 contains 70103 members 
Mstep: Class 17 contains 180704 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 3895 members 
Mstep: Class 21 contains 68665 members 
Mstep: Class 22 contains 48305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852760.000000 Penalty: 33373.367188
Iteration 214Q: 16 clusters Score -9.385276e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43811 members 
Mstep: Class 3 contains 71727 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168341 members 
Mstep: Class 7 contains 4061 members 
Mstep: Class 9 contains 174442 members 
Mstep: Class 10 contains 42485 members 
Mstep: Class 14 contains 70105 members 
Mstep: Class 17 contains 180731 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 68697 members 
Mstep: Class 22 contains 48304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852728.000000 Penalty: 33373.367188
Iteration 215Q: 16 clusters Score -9.385273e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43800 members 
Mstep: Class 3 contains 71720 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168293 members 
Mstep: Class 7 contains 4063 members 
Mstep: Class 9 contains 174449 members 
Mstep: Class 10 contains 42483 members 
Mstep: Class 14 contains 70097 members 
Mstep: Class 17 contains 180761 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 21 contains 68730 members 
Mstep: Class 22 contains 48300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852712.000000 Penalty: 33373.367188
Iteration 216Q: 16 clusters Score -9.385271e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43787 members 
Mstep: Class 3 contains 71704 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168252 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 9 contains 174447 members 
Mstep: Class 10 contains 42483 members 
Mstep: Class 14 contains 70093 members 
Mstep: Class 17 contains 180793 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 21 contains 68763 members 
Mstep: Class 22 contains 48302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852712.000000 Penalty: 33373.367188
Iteration 217Q: 16 clusters Score -9.385271e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43768 members 
Mstep: Class 3 contains 71693 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168214 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 9 contains 174457 members 
Mstep: Class 10 contains 42482 members 
Mstep: Class 14 contains 70088 members 
Mstep: Class 17 contains 180815 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 21 contains 68796 members 
Mstep: Class 22 contains 48304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852792.000000 Penalty: 33373.367188
Iteration 218Q: 16 clusters Score -9.385279e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43746 members 
Mstep: Class 3 contains 71693 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168179 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 9 contains 174459 members 
Mstep: Class 10 contains 42483 members 
Mstep: Class 14 contains 70087 members 
Mstep: Class 17 contains 180827 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 21 contains 68826 members 
Mstep: Class 22 contains 48307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852832.000000 Penalty: 33373.367188
Iteration 219Q: 16 clusters Score -9.385283e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43728 members 
Mstep: Class 3 contains 71689 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168155 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 9 contains 174474 members 
Mstep: Class 10 contains 42482 members 
Mstep: Class 14 contains 70081 members 
Mstep: Class 17 contains 180839 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 21 contains 68850 members 
Mstep: Class 22 contains 48301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852768.000000 Penalty: 33373.367188
Iteration 220F: 16 clusters Score -9.385277e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 43711 members 
Mstep: Class 3 contains 71684 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168125 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 9 contains 174486 members 
Mstep: Class 10 contains 42483 members 
Mstep: Class 14 contains 70071 members 
Mstep: Class 17 contains 180860 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 21 contains 68871 members 
Mstep: Class 22 contains 48304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852736.000000 Penalty: 33373.367188
Iteration 221Q: 16 clusters Score -9.385274e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43698 members 
Mstep: Class 3 contains 71682 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168095 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 9 contains 174499 members 
Mstep: Class 10 contains 42483 members 
Mstep: Class 14 contains 70066 members 
Mstep: Class 17 contains 180864 members 
Mstep: Class 18 contains 3107 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 21 contains 68897 members 
Mstep: Class 22 contains 48306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852784.000000 Penalty: 33373.367188
Iteration 222Q: 16 clusters Score -9.385278e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43680 members 
Mstep: Class 3 contains 71680 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168080 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 9 contains 174501 members 
Mstep: Class 10 contains 42484 members 
Mstep: Class 14 contains 70059 members 
Mstep: Class 17 contains 180874 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 21 contains 68920 members 
Mstep: Class 22 contains 48309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852848.000000 Penalty: 33373.367188
Iteration 223Q: 16 clusters Score -9.385285e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43664 members 
Mstep: Class 3 contains 71671 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168067 members 
Mstep: Class 7 contains 4088 members 
Mstep: Class 9 contains 174507 members 
Mstep: Class 10 contains 42485 members 
Mstep: Class 14 contains 70057 members 
Mstep: Class 17 contains 180883 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 21 contains 68939 members 
Mstep: Class 22 contains 48312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852888.000000 Penalty: 33373.367188
Iteration 224Q: 16 clusters Score -9.385289e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43645 members 
Mstep: Class 3 contains 71663 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168064 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 9 contains 174506 members 
Mstep: Class 10 contains 42486 members 
Mstep: Class 14 contains 70055 members 
Mstep: Class 17 contains 180893 members 
Mstep: Class 18 contains 3113 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 21 contains 68952 members 
Mstep: Class 22 contains 48316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852888.000000 Penalty: 33373.367188
Iteration 225Q: 16 clusters Score -9.385289e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43629 members 
Mstep: Class 3 contains 71662 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168055 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 9 contains 174512 members 
Mstep: Class 10 contains 42485 members 
Mstep: Class 14 contains 70048 members 
Mstep: Class 17 contains 180908 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 68964 members 
Mstep: Class 22 contains 48317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852864.000000 Penalty: 33373.367188
Iteration 226Q: 16 clusters Score -9.385286e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43611 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168044 members 
Mstep: Class 7 contains 4093 members 
Mstep: Class 9 contains 174509 members 
Mstep: Class 10 contains 42485 members 
Mstep: Class 14 contains 70044 members 
Mstep: Class 17 contains 180934 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 68973 members 
Mstep: Class 22 contains 48317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852896.000000 Penalty: 33373.367188
Iteration 227Q: 16 clusters Score -9.38529e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43593 members 
Mstep: Class 3 contains 71662 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168036 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 9 contains 174498 members 
Mstep: Class 10 contains 42486 members 
Mstep: Class 14 contains 70042 members 
Mstep: Class 17 contains 180950 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 68986 members 
Mstep: Class 22 contains 48319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852904.000000 Penalty: 33373.367188
Iteration 228Q: 16 clusters Score -9.38529e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43571 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168025 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 9 contains 174492 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 14 contains 70046 members 
Mstep: Class 17 contains 180965 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 68999 members 
Mstep: Class 22 contains 48319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852952.000000 Penalty: 33373.367188
Iteration 229Q: 16 clusters Score -9.385295e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 43556 members 
Mstep: Class 3 contains 71662 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168019 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 9 contains 174483 members 
Mstep: Class 10 contains 42489 members 
Mstep: Class 14 contains 70042 members 
Mstep: Class 17 contains 180977 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 69013 members 
Mstep: Class 22 contains 48323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852920.000000 Penalty: 33373.367188
Iteration 230Q: 16 clusters Score -9.385292e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 43541 members 
Mstep: Class 3 contains 71661 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168015 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 9 contains 174482 members 
Mstep: Class 10 contains 42491 members 
Mstep: Class 14 contains 70046 members 
Mstep: Class 17 contains 180969 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 69026 members 
Mstep: Class 22 contains 48331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852984.000000 Penalty: 33373.367188
Iteration 231Q: 16 clusters Score -9.385298e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 43531 members 
Mstep: Class 3 contains 71662 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 168000 members 
Mstep: Class 7 contains 4110 members 
Mstep: Class 9 contains 174485 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70054 members 
Mstep: Class 17 contains 180970 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 69034 members 
Mstep: Class 22 contains 48332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853056.000000 Penalty: 33373.367188
Iteration 232Q: 16 clusters Score -9.385306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 43519 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167995 members 
Mstep: Class 7 contains 4113 members 
Mstep: Class 9 contains 174483 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70057 members 
Mstep: Class 17 contains 180976 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 69043 members 
Mstep: Class 22 contains 48332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93853040.000000 Penalty: 33373.367188
Iteration 233Q: 16 clusters Score -9.385304e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 43505 members 
Mstep: Class 3 contains 71658 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167985 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 9 contains 174485 members 
Mstep: Class 10 contains 42495 members 
Mstep: Class 14 contains 70057 members 
Mstep: Class 17 contains 180993 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 69045 members 
Mstep: Class 22 contains 48334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852976.000000 Penalty: 33373.367188
Iteration 234Q: 16 clusters Score -9.385298e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43493 members 
Mstep: Class 3 contains 71659 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167974 members 
Mstep: Class 7 contains 4118 members 
Mstep: Class 9 contains 174489 members 
Mstep: Class 10 contains 42496 members 
Mstep: Class 14 contains 70057 members 
Mstep: Class 17 contains 181009 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 69043 members 
Mstep: Class 22 contains 48334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852976.000000 Penalty: 33373.367188
Iteration 235Q: 16 clusters Score -9.385298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43490 members 
Mstep: Class 3 contains 71657 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167964 members 
Mstep: Class 7 contains 4119 members 
Mstep: Class 9 contains 174490 members 
Mstep: Class 10 contains 42497 members 
Mstep: Class 14 contains 70060 members 
Mstep: Class 17 contains 181015 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 69047 members 
Mstep: Class 22 contains 48333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852984.000000 Penalty: 33373.367188
Iteration 236Q: 16 clusters Score -9.385298e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43487 members 
Mstep: Class 3 contains 71658 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167968 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174488 members 
Mstep: Class 10 contains 42496 members 
Mstep: Class 14 contains 70061 members 
Mstep: Class 17 contains 181016 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 69048 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852944.000000 Penalty: 33373.367188
Iteration 237Q: 16 clusters Score -9.385294e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43486 members 
Mstep: Class 3 contains 71658 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167967 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174486 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 14 contains 70059 members 
Mstep: Class 17 contains 181020 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 21 contains 69051 members 
Mstep: Class 22 contains 48331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852928.000000 Penalty: 33373.367188
Iteration 238Q: 16 clusters Score -9.385293e+07 nChanged 39
Entering ConstructFrom: 
Score: -93852928.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -256004.750000 Penalty: 1260.867920
	Iteration 0F: 2 clusters Score -256004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -253650.062500 Penalty: 2521.735840
	Iteration 0F: 3 clusters Score -253650.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -254137.593750 Penalty: 2521.735840
	Iteration 1F: 3 clusters Score -254137.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -254252.968750 Penalty: 2521.735840
	Iteration 2F: 3 clusters Score -254253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -254320.765625 Penalty: 2521.735840
	Iteration 3Q: 3 clusters Score -254320.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -254375.250000 Penalty: 2521.735840
	Iteration 4Q: 3 clusters Score -254375.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -254415.625000 Penalty: 2521.735840
	Iteration 5Q: 3 clusters Score -254415.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -254443.343750 Penalty: 2521.735840
	Iteration 6Q: 3 clusters Score -254443.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -254464.125000 Penalty: 2521.735840
	Iteration 7Q: 3 clusters Score -254464.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -254478.718750 Penalty: 2521.735840
	Iteration 8Q: 3 clusters Score -254478.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -254493.109375 Penalty: 2521.735840
	Iteration 9Q: 3 clusters Score -254493.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -254506.171875 Penalty: 2521.735840
	Iteration 10Q: 3 clusters Score -254506.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -254512.156250 Penalty: 2521.735840
	Iteration 11Q: 3 clusters Score -254512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -254516.984375 Penalty: 2521.735840
	Iteration 12Q: 3 clusters Score -254517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -254521.031250 Penalty: 2521.735840
	Iteration 13Q: 3 clusters Score -254521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -254524.671875 Penalty: 2521.735840
	Iteration 14Q: 3 clusters Score -254524.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -254528.406250 Penalty: 2521.735840
	Iteration 15Q: 3 clusters Score -254528.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -254532.125000 Penalty: 2521.735840
	Iteration 16Q: 3 clusters Score -254532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -254536.015625 Penalty: 2521.735840
	Iteration 17Q: 3 clusters Score -254536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -254538.812500 Penalty: 2521.735840
	Iteration 18Q: 3 clusters Score -254538.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -254540.218750 Penalty: 2521.735840
	Iteration 19Q: 3 clusters Score -254540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -254541.609375 Penalty: 2521.735840
	Iteration 20F: 3 clusters Score -254541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -254543.796875 Penalty: 2521.735840
	Iteration 21Q: 3 clusters Score -254543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254545.562500 Penalty: 2521.735840
	Iteration 22Q: 3 clusters Score -254545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -254547.140625 Penalty: 2521.735840
	Iteration 23Q: 3 clusters Score -254547.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -254551.156250 Penalty: 2521.735840
	Iteration 24Q: 3 clusters Score -254551.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -254557.125000 Penalty: 2521.735840
	Iteration 25Q: 3 clusters Score -254557.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254564.406250 Penalty: 2521.735840
	Iteration 26Q: 3 clusters Score -254564.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254572.171875 Penalty: 2521.735840
	Iteration 27Q: 3 clusters Score -254572.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -254577.484375 Penalty: 2521.735840
	Iteration 28Q: 3 clusters Score -254577.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -254582.890625 Penalty: 2521.735840
	Iteration 29Q: 3 clusters Score -254582.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -254591.234375 Penalty: 2521.735840
	Iteration 30Q: 3 clusters Score -254591.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -254600.375000 Penalty: 2521.735840
	Iteration 31Q: 3 clusters Score -254600.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -254606.125000 Penalty: 2521.735840
	Iteration 32Q: 3 clusters Score -254606.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -254613.062500 Penalty: 2521.735840
	Iteration 33Q: 3 clusters Score -254613.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -254621.828125 Penalty: 2521.735840
	Iteration 34Q: 3 clusters Score -254621.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -254627.703125 Penalty: 2521.735840
	Iteration 35Q: 3 clusters Score -254627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -254630.546875 Penalty: 2521.735840
	Iteration 36Q: 3 clusters Score -254630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -254632.359375 Penalty: 2521.735840
	Iteration 37Q: 3 clusters Score -254632.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -254635.000000 Penalty: 2521.735840
	Iteration 38Q: 3 clusters Score -254635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -254637.859375 Penalty: 2521.735840
	Iteration 39Q: 3 clusters Score -254637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -254641.890625 Penalty: 2521.735840
	Iteration 40F: 3 clusters Score -254641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -254646.093750 Penalty: 2521.735840
	Iteration 41Q: 3 clusters Score -254646.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -254648.531250 Penalty: 2521.735840
	Iteration 42Q: 3 clusters Score -254648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -254650.906250 Penalty: 2521.735840
	Iteration 43Q: 3 clusters Score -254650.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -254652.328125 Penalty: 2521.735840
	Iteration 44Q: 3 clusters Score -254652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -254652.750000 Penalty: 2521.735840
	Iteration 45Q: 3 clusters Score -254652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -254653.281250 Penalty: 2521.735840
	Iteration 46Q: 3 clusters Score -254653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -254653.656250 Penalty: 2521.735840
	Iteration 47Q: 3 clusters Score -254653.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -254655.875000 Penalty: 2521.735840
	Iteration 48Q: 3 clusters Score -254655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -254657.000000 Penalty: 2521.735840
	Iteration 49Q: 3 clusters Score -254657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -254658.859375 Penalty: 2521.735840
	Iteration 50Q: 3 clusters Score -254658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -254660.968750 Penalty: 2521.735840
	Iteration 51Q: 3 clusters Score -254661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -254663.421875 Penalty: 2521.735840
	Iteration 52Q: 3 clusters Score -254663.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -254667.265625 Penalty: 2521.735840
	Iteration 53Q: 3 clusters Score -254667.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -254669.921875 Penalty: 2521.735840
	Iteration 54Q: 3 clusters Score -254669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -254672.015625 Penalty: 2521.735840
	Iteration 55Q: 3 clusters Score -254672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -254674.343750 Penalty: 2521.735840
	Iteration 56Q: 3 clusters Score -254674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -254676.640625 Penalty: 2521.735840
	Iteration 57Q: 3 clusters Score -254676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -254680.078125 Penalty: 2521.735840
	Iteration 58Q: 3 clusters Score -254680.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -254684.468750 Penalty: 2521.735840
	Iteration 59Q: 3 clusters Score -254684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -254686.515625 Penalty: 2521.735840
	Iteration 60F: 3 clusters Score -254686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -254687.562500 Penalty: 2521.735840
	Iteration 61Q: 3 clusters Score -254687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -254689.359375 Penalty: 2521.735840
	Iteration 62Q: 3 clusters Score -254689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -254691.250000 Penalty: 2521.735840
	Iteration 63Q: 3 clusters Score -254691.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -254694.593750 Penalty: 2521.735840
	Iteration 64Q: 3 clusters Score -254694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -254698.078125 Penalty: 2521.735840
	Iteration 65Q: 3 clusters Score -254698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -254699.062500 Penalty: 2521.735840
	Iteration 66Q: 3 clusters Score -254699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -254699.765625 Penalty: 2521.735840
	Iteration 67Q: 3 clusters Score -254699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -254699.859375 Penalty: 2521.735840
	Iteration 68Q: 3 clusters Score -254699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -254699.859375 Penalty: 2521.735840
	Iteration 69F: 3 clusters Score -254699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Entering Unmasked Estep 
Score: -4580942.000000 Penalty: 1735.516602
	Iteration 0F: 2 clusters Score -4580942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4551671.000000 Penalty: 3471.033203
	Iteration 0F: 3 clusters Score -4551671 nChanged 20407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4563331.000000 Penalty: 3471.033203
	Iteration 1F: 3 clusters Score -4563331 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4564138.000000 Penalty: 3471.033203
	Iteration 2Q: 3 clusters Score -4564138 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4565156.500000 Penalty: 3471.033203
	Iteration 3Q: 3 clusters Score -4565156 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4566424.500000 Penalty: 3471.033203
	Iteration 4F: 3 clusters Score -4566424 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -4567863.500000 Penalty: 3471.033203
	Iteration 5F: 3 clusters Score -4567864 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4569491.000000 Penalty: 3471.033203
	Iteration 6F: 3 clusters Score -4569491 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -4571378.500000 Penalty: 3471.033203
	Iteration 7F: 3 clusters Score -4571378 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4573183.000000 Penalty: 3471.033203
	Iteration 8F: 3 clusters Score -4573183 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4574664.500000 Penalty: 3471.033203
	Iteration 9Q: 3 clusters Score -4574664 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4575609.500000 Penalty: 3471.033203
	Iteration 10Q: 3 clusters Score -4575610 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -4576229.500000 Penalty: 3471.033203
	Iteration 11Q: 3 clusters Score -4576230 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4576653.500000 Penalty: 3471.033203
	Iteration 12Q: 3 clusters Score -4576654 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4576948.000000 Penalty: 3471.033203
	Iteration 13Q: 3 clusters Score -4576948 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4577193.500000 Penalty: 3471.033203
	Iteration 14Q: 3 clusters Score -4577194 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4577408.500000 Penalty: 3471.033203
	Iteration 15Q: 3 clusters Score -4577408 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -4577601.500000 Penalty: 3471.033203
	Iteration 16Q: 3 clusters Score -4577602 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -4577777.000000 Penalty: 3471.033203
	Iteration 17Q: 3 clusters Score -4577777 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -4577929.500000 Penalty: 3471.033203
	Iteration 18Q: 3 clusters Score -4577930 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -4578045.500000 Penalty: 3471.033203
	Iteration 19Q: 3 clusters Score -4578046 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -4578135.000000 Penalty: 3471.033203
	Iteration 20F: 3 clusters Score -4578135 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4578222.000000 Penalty: 3471.033203
	Iteration 21Q: 3 clusters Score -4578222 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4578318.000000 Penalty: 3471.033203
	Iteration 22Q: 3 clusters Score -4578318 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -4578412.500000 Penalty: 3471.033203
	Iteration 23Q: 3 clusters Score -4578412 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4578495.500000 Penalty: 3471.033203
	Iteration 24Q: 3 clusters Score -4578496 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -4578565.500000 Penalty: 3471.033203
	Iteration 25Q: 3 clusters Score -4578566 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4578634.000000 Penalty: 3471.033203
	Iteration 26Q: 3 clusters Score -4578634 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4578696.000000 Penalty: 3471.033203
	Iteration 27Q: 3 clusters Score -4578696 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -4578766.000000 Penalty: 3471.033203
	Iteration 28Q: 3 clusters Score -4578766 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4578838.000000 Penalty: 3471.033203
	Iteration 29Q: 3 clusters Score -4578838 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4578892.000000 Penalty: 3471.033203
	Iteration 30Q: 3 clusters Score -4578892 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4578936.000000 Penalty: 3471.033203
	Iteration 31Q: 3 clusters Score -4578936 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4578985.000000 Penalty: 3471.033203
	Iteration 32Q: 3 clusters Score -4578985 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4579029.000000 Penalty: 3471.033203
	Iteration 33Q: 3 clusters Score -4579029 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4579067.500000 Penalty: 3471.033203
	Iteration 34Q: 3 clusters Score -4579068 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4579111.000000 Penalty: 3471.033203
	Iteration 35Q: 3 clusters Score -4579111 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4579129.000000 Penalty: 3471.033203
	Iteration 36Q: 3 clusters Score -4579129 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4579175.500000 Penalty: 3471.033203
	Iteration 37Q: 3 clusters Score -4579176 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4579204.000000 Penalty: 3471.033203
	Iteration 38Q: 3 clusters Score -4579204 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4579231.000000 Penalty: 3471.033203
	Iteration 39Q: 3 clusters Score -4579231 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4579272.500000 Penalty: 3471.033203
	Iteration 40F: 3 clusters Score -4579272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4579312.500000 Penalty: 3471.033203
	Iteration 41Q: 3 clusters Score -4579312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4579373.000000 Penalty: 3471.033203
	Iteration 42Q: 3 clusters Score -4579373 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4579416.500000 Penalty: 3471.033203
	Iteration 43Q: 3 clusters Score -4579416 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4579458.500000 Penalty: 3471.033203
	Iteration 44Q: 3 clusters Score -4579458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4579485.500000 Penalty: 3471.033203
	Iteration 45Q: 3 clusters Score -4579486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4579515.000000 Penalty: 3471.033203
	Iteration 46Q: 3 clusters Score -4579515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4579549.000000 Penalty: 3471.033203
	Iteration 47Q: 3 clusters Score -4579549 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4579563.000000 Penalty: 3471.033203
	Iteration 48Q: 3 clusters Score -4579563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4579597.000000 Penalty: 3471.033203
	Iteration 49Q: 3 clusters Score -4579597 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4579639.000000 Penalty: 3471.033203
	Iteration 50Q: 3 clusters Score -4579639 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4579661.500000 Penalty: 3471.033203
	Iteration 51Q: 3 clusters Score -4579662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4579680.000000 Penalty: 3471.033203
	Iteration 52Q: 3 clusters Score -4579680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4579707.000000 Penalty: 3471.033203
	Iteration 53Q: 3 clusters Score -4579707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4579731.000000 Penalty: 3471.033203
	Iteration 54Q: 3 clusters Score -4579731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4579741.500000 Penalty: 3471.033203
	Iteration 55Q: 3 clusters Score -4579742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4579769.500000 Penalty: 3471.033203
	Iteration 56Q: 3 clusters Score -4579770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4579794.000000 Penalty: 3471.033203
	Iteration 57Q: 3 clusters Score -4579794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4579832.500000 Penalty: 3471.033203
	Iteration 58Q: 3 clusters Score -4579832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4579859.500000 Penalty: 3471.033203
	Iteration 59Q: 3 clusters Score -4579860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4579887.000000 Penalty: 3471.033203
	Iteration 60F: 3 clusters Score -4579887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4579900.500000 Penalty: 3471.033203
	Iteration 61Q: 3 clusters Score -4579900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4579918.000000 Penalty: 3471.033203
	Iteration 62Q: 3 clusters Score -4579918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4579929.000000 Penalty: 3471.033203
	Iteration 63Q: 3 clusters Score -4579929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4579937.500000 Penalty: 3471.033203
	Iteration 64Q: 3 clusters Score -4579938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4579949.500000 Penalty: 3471.033203
	Iteration 65Q: 3 clusters Score -4579950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4579968.000000 Penalty: 3471.033203
	Iteration 66Q: 3 clusters Score -4579968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4579981.000000 Penalty: 3471.033203
	Iteration 67Q: 3 clusters Score -4579981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4579991.000000 Penalty: 3471.033203
	Iteration 68Q: 3 clusters Score -4579991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4580004.000000 Penalty: 3471.033203
	Iteration 69Q: 3 clusters Score -4580004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4580023.000000 Penalty: 3471.033203
	Iteration 70Q: 3 clusters Score -4580023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4580036.500000 Penalty: 3471.033203
	Iteration 71Q: 3 clusters Score -4580036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4580039.500000 Penalty: 3471.033203
	Iteration 72Q: 3 clusters Score -4580040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4580047.000000 Penalty: 3471.033203
	Iteration 73Q: 3 clusters Score -4580047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4580052.500000 Penalty: 3471.033203
	Iteration 74Q: 3 clusters Score -4580052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4580052.000000 Penalty: 3471.033203
	Iteration 75Q: 3 clusters Score -4580052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4580061.000000 Penalty: 3471.033203
	Iteration 76Q: 3 clusters Score -4580061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4580063.500000 Penalty: 3471.033203
	Iteration 77Q: 3 clusters Score -4580064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4580062.500000 Penalty: 3471.033203
	Iteration 78Q: 3 clusters Score -4580062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4580062.500000 Penalty: 3471.033203
	Iteration 79Q: 3 clusters Score -4580062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4580063.000000 Penalty: 3471.033203
	Iteration 80F: 3 clusters Score -4580063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4580065.000000 Penalty: 3471.033203
	Iteration 81Q: 3 clusters Score -4580065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4580071.000000 Penalty: 3471.033203
	Iteration 82Q: 3 clusters Score -4580071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4580069.500000 Penalty: 3471.033203
	Iteration 83Q: 3 clusters Score -4580070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4580072.500000 Penalty: 3471.033203
	Iteration 84Q: 3 clusters Score -4580072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4580074.000000 Penalty: 3471.033203
	Iteration 85Q: 3 clusters Score -4580074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4580074.500000 Penalty: 3471.033203
	Iteration 86Q: 3 clusters Score -4580074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4580083.000000 Penalty: 3471.033203
	Iteration 87Q: 3 clusters Score -4580083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4580082.500000 Penalty: 3471.033203
	Iteration 88Q: 3 clusters Score -4580082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4580080.500000 Penalty: 3471.033203
	Iteration 89Q: 3 clusters Score -4580080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4580080.500000 Penalty: 3471.033203
	Iteration 90F: 3 clusters Score -4580080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (71660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Entering Unmasked Estep 
Score: -7830482.000000 Penalty: 1816.699341
	Iteration 0F: 2 clusters Score -7830482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -7782697.000000 Penalty: 3633.398682
	Iteration 0F: 3 clusters Score -7782697 nChanged 33969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -7802507.000000 Penalty: 3633.398682
	Iteration 1F: 3 clusters Score -7802507 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -7803656.000000 Penalty: 3633.398682
	Iteration 2Q: 3 clusters Score -7803656 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -7805428.000000 Penalty: 3633.398682
	Iteration 3Q: 3 clusters Score -7805428 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -7807849.500000 Penalty: 3633.398682
	Iteration 4F: 3 clusters Score -7807850 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -7811494.500000 Penalty: 3633.398682
	Iteration 5F: 3 clusters Score -7811494 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -7816340.500000 Penalty: 3633.398682
	Iteration 6F: 3 clusters Score -7816340 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -7821462.500000 Penalty: 3633.398682
	Iteration 7F: 3 clusters Score -7821462 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -7825477.500000 Penalty: 3633.398682
	Iteration 8F: 3 clusters Score -7825478 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -7827543.500000 Penalty: 3633.398682
	Iteration 9Q: 3 clusters Score -7827544 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -7828338.000000 Penalty: 3633.398682
	Iteration 10Q: 3 clusters Score -7828338 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -7828625.500000 Penalty: 3633.398682
	Iteration 11Q: 3 clusters Score -7828626 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -7828747.000000 Penalty: 3633.398682
	Iteration 12Q: 3 clusters Score -7828747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -7828806.500000 Penalty: 3633.398682
	Iteration 13Q: 3 clusters Score -7828806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -7828847.500000 Penalty: 3633.398682
	Iteration 14Q: 3 clusters Score -7828848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -7828872.000000 Penalty: 3633.398682
	Iteration 15Q: 3 clusters Score -7828872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -7828875.500000 Penalty: 3633.398682
	Iteration 16Q: 3 clusters Score -7828876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -7828880.500000 Penalty: 3633.398682
	Iteration 17Q: 3 clusters Score -7828880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -7828879.500000 Penalty: 3633.398682
	Iteration 18Q: 3 clusters Score -7828880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -7828899.000000 Penalty: 3633.398682
	Iteration 19Q: 3 clusters Score -7828899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -7828905.000000 Penalty: 3633.398682
	Iteration 20F: 3 clusters Score -7828905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -7828907.000000 Penalty: 3633.398682
	Iteration 21Q: 3 clusters Score -7828907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -7828916.000000 Penalty: 3633.398682
	Iteration 22Q: 3 clusters Score -7828916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -7828914.000000 Penalty: 3633.398682
	Iteration 23Q: 3 clusters Score -7828914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -7828911.000000 Penalty: 3633.398682
	Iteration 24Q: 3 clusters Score -7828911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -7828907.500000 Penalty: 3633.398682
	Iteration 25Q: 3 clusters Score -7828908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -7828907.500000 Penalty: 3633.398682
	Iteration 26F: 3 clusters Score -7828908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34706.222656 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -34706.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33797.515625 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -33797.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33939.855469 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -33939.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33968.628906 Penalty: 1936.488037
	Iteration 2Q: 3 clusters Score -33968.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33977.175781 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -33977.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33981.664062 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -33981.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33983.621094 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -33983.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33989.476562 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -33989.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34002.757812 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -34002.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34011.105469 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -34011.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34016.195312 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -34016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34024.636719 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -34024.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34037.992188 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -34037.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34050.976562 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -34050.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34073.605469 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -34073.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34097.734375 Penalty: 1936.488037
	Iteration 14Q: 3 clusters Score -34097.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34106.117188 Penalty: 1936.488037
	Iteration 15Q: 3 clusters Score -34106.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34107.464844 Penalty: 1936.488037
	Iteration 16Q: 3 clusters Score -34107.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34129.265625 Penalty: 1936.488037
	Iteration 17Q: 3 clusters Score -34129.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34156.921875 Penalty: 1936.488037
	Iteration 18Q: 3 clusters Score -34156.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34169.734375 Penalty: 1936.488037
	Iteration 19Q: 3 clusters Score -34169.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34177.289062 Penalty: 1936.488037
	Iteration 20F: 3 clusters Score -34177.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34184.328125 Penalty: 1936.488037
	Iteration 21Q: 3 clusters Score -34184.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34191.960938 Penalty: 1936.488037
	Iteration 22Q: 3 clusters Score -34191.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34193.500000 Penalty: 1936.488037
	Iteration 23Q: 3 clusters Score -34193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34194.507812 Penalty: 1936.488037
	Iteration 24Q: 3 clusters Score -34194.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34199.308594 Penalty: 1936.488037
	Iteration 25Q: 3 clusters Score -34199.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34203.957031 Penalty: 1936.488037
	Iteration 26Q: 3 clusters Score -34203.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34203.957031 Penalty: 1936.488037
	Iteration 27F: 3 clusters Score -34203.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -107542.414062 Penalty: 1131.979004
	Iteration 0F: 2 clusters Score -107542.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106069.195312 Penalty: 2263.958008
	Iteration 0F: 3 clusters Score -106069.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106393.187500 Penalty: 2263.958008
	Iteration 1F: 3 clusters Score -106393.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -106486.242188 Penalty: 2263.958008
	Iteration 2F: 3 clusters Score -106486.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -106541.140625 Penalty: 2263.958008
	Iteration 3Q: 3 clusters Score -106541.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -106622.156250 Penalty: 2263.958008
	Iteration 4Q: 3 clusters Score -106622.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -106723.898438 Penalty: 2263.958008
	Iteration 5Q: 3 clusters Score -106723.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -106881.789062 Penalty: 2263.958008
	Iteration 6Q: 3 clusters Score -106881.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -107081.632812 Penalty: 2263.958008
	Iteration 7F: 3 clusters Score -107081.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -107269.414062 Penalty: 2263.958008
	Iteration 8F: 3 clusters Score -107269.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107485.085938 Penalty: 2263.958008
	Iteration 9F: 3 clusters Score -107485.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -107623.562500 Penalty: 2263.958008
	Iteration 10F: 3 clusters Score -107623.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107663.265625 Penalty: 2263.958008
	Iteration 11Q: 3 clusters Score -107663.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107675.257812 Penalty: 2263.958008
	Iteration 12Q: 3 clusters Score -107675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107675.835938 Penalty: 2263.958008
	Iteration 13Q: 3 clusters Score -107675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107678.429688 Penalty: 2263.958008
	Iteration 14Q: 3 clusters Score -107678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107679.578125 Penalty: 2263.958008
	Iteration 15Q: 3 clusters Score -107679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107681.867188 Penalty: 2263.958008
	Iteration 16Q: 3 clusters Score -107681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -107683.195312 Penalty: 2263.958008
	Iteration 17Q: 3 clusters Score -107683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107684.773438 Penalty: 2263.958008
	Iteration 18Q: 3 clusters Score -107684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107684.773438 Penalty: 2263.958008
	Iteration 19F: 3 clusters Score -107684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 167967 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 174482 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 14 contains 70058 members 
Mstep: Class 17 contains 181028 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69051 members 
Mstep: Class 22 contains 48331 members 
Entering Unmasked Estep 
Score: -93851976.000000 Penalty: 35598.257812
Splitting cluster 5 changes total score from -93852928.000000 to -93851976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (167967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167967 members 
Entering Unmasked Estep 
Score: -18188964.000000 Penalty: 1955.122437
	Iteration 0F: 2 clusters Score -1.818896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -18076908.000000 Penalty: 3910.244873
	Iteration 0F: 3 clusters Score -1.807691e+07 nChanged 81120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -18124658.000000 Penalty: 3910.244873
	Iteration 1F: 3 clusters Score -1.812466e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -18126238.000000 Penalty: 3910.244873
	Iteration 2Q: 3 clusters Score -1.812624e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -18128428.000000 Penalty: 3910.244873
	Iteration 3Q: 3 clusters Score -1.812843e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -18131742.000000 Penalty: 3910.244873
	Iteration 4Q: 3 clusters Score -1.813174e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -18136964.000000 Penalty: 3910.244873
	Iteration 5F: 3 clusters Score -1.813696e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -18145178.000000 Penalty: 3910.244873
	Iteration 6F: 3 clusters Score -1.814518e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 108565 members 
Entering Unmasked Estep 
Score: -18154958.000000 Penalty: 3910.244873
	Iteration 7F: 3 clusters Score -1.815496e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 113530 members 
Entering Unmasked Estep 
Score: -18163186.000000 Penalty: 3910.244873
	Iteration 8F: 3 clusters Score -1.816319e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 116909 members 
Entering Unmasked Estep 
Score: -18167758.000000 Penalty: 3910.244873
	Iteration 9Q: 3 clusters Score -1.816776e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 119588 members 
Entering Unmasked Estep 
Score: -18169940.000000 Penalty: 3910.244873
	Iteration 10Q: 3 clusters Score -1.816994e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 122129 members 
Entering Unmasked Estep 
Score: -18171098.000000 Penalty: 3910.244873
	Iteration 11Q: 3 clusters Score -1.81711e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 124620 members 
Entering Unmasked Estep 
Score: -18172148.000000 Penalty: 3910.244873
	Iteration 12Q: 3 clusters Score -1.817215e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -18173102.000000 Penalty: 3910.244873
	Iteration 13Q: 3 clusters Score -1.81731e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 129542 members 
Entering Unmasked Estep 
Score: -18174010.000000 Penalty: 3910.244873
	Iteration 14Q: 3 clusters Score -1.817401e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 131966 members 
Entering Unmasked Estep 
Score: -18174992.000000 Penalty: 3910.244873
	Iteration 15Q: 3 clusters Score -1.817499e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -18175996.000000 Penalty: 3910.244873
	Iteration 16Q: 3 clusters Score -1.8176e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 136695 members 
Entering Unmasked Estep 
Score: -18177072.000000 Penalty: 3910.244873
	Iteration 17Q: 3 clusters Score -1.817707e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -18178132.000000 Penalty: 3910.244873
	Iteration 18Q: 3 clusters Score -1.817813e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 141311 members 
Entering Unmasked Estep 
Score: -18179022.000000 Penalty: 3910.244873
	Iteration 19Q: 3 clusters Score -1.817902e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 143503 members 
Entering Unmasked Estep 
Score: -18179680.000000 Penalty: 3910.244873
	Iteration 20F: 3 clusters Score -1.817968e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 145546 members 
Entering Unmasked Estep 
Score: -18180370.000000 Penalty: 3910.244873
	Iteration 21Q: 3 clusters Score -1.818037e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 147592 members 
Entering Unmasked Estep 
Score: -18181176.000000 Penalty: 3910.244873
	Iteration 22Q: 3 clusters Score -1.818118e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
Score: -18181888.000000 Penalty: 3910.244873
	Iteration 23Q: 3 clusters Score -1.818189e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 151461 members 
Entering Unmasked Estep 
Score: -18182586.000000 Penalty: 3910.244873
	Iteration 24Q: 3 clusters Score -1.818259e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 153191 members 
Entering Unmasked Estep 
Score: -18183146.000000 Penalty: 3910.244873
	Iteration 25Q: 3 clusters Score -1.818315e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 154746 members 
Entering Unmasked Estep 
Score: -18183740.000000 Penalty: 3910.244873
	Iteration 26Q: 3 clusters Score -1.818374e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 156176 members 
Entering Unmasked Estep 
Score: -18184296.000000 Penalty: 3910.244873
	Iteration 27Q: 3 clusters Score -1.81843e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 157546 members 
Entering Unmasked Estep 
Score: -18184808.000000 Penalty: 3910.244873
	Iteration 28Q: 3 clusters Score -1.818481e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -18185198.000000 Penalty: 3910.244873
	Iteration 29Q: 3 clusters Score -1.81852e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 159706 members 
Entering Unmasked Estep 
Score: -18185554.000000 Penalty: 3910.244873
	Iteration 30Q: 3 clusters Score -1.818555e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 160623 members 
Entering Unmasked Estep 
Score: -18185894.000000 Penalty: 3910.244873
	Iteration 31Q: 3 clusters Score -1.818589e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 161448 members 
Entering Unmasked Estep 
Score: -18186182.000000 Penalty: 3910.244873
	Iteration 32Q: 3 clusters Score -1.818618e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 162192 members 
Entering Unmasked Estep 
Score: -18186404.000000 Penalty: 3910.244873
	Iteration 33Q: 3 clusters Score -1.81864e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 162843 members 
Entering Unmasked Estep 
Score: -18186662.000000 Penalty: 3910.244873
	Iteration 34Q: 3 clusters Score -1.818666e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -18186880.000000 Penalty: 3910.244873
	Iteration 35Q: 3 clusters Score -1.818688e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 163905 members 
Entering Unmasked Estep 
Score: -18186994.000000 Penalty: 3910.244873
	Iteration 36Q: 3 clusters Score -1.818699e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -18187114.000000 Penalty: 3910.244873
	Iteration 37Q: 3 clusters Score -1.818711e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 164664 members 
Entering Unmasked Estep 
Score: -18187242.000000 Penalty: 3910.244873
	Iteration 38Q: 3 clusters Score -1.818724e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 164986 members 
Entering Unmasked Estep 
Score: -18187392.000000 Penalty: 3910.244873
	Iteration 39Q: 3 clusters Score -1.818739e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 165233 members 
Entering Unmasked Estep 
Score: -18187396.000000 Penalty: 3910.244873
	Iteration 40F: 3 clusters Score -1.81874e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 165430 members 
Entering Unmasked Estep 
Score: -18187416.000000 Penalty: 3910.244873
	Iteration 41Q: 3 clusters Score -1.818742e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -18187458.000000 Penalty: 3910.244873
	Iteration 42Q: 3 clusters Score -1.818746e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 165769 members 
Entering Unmasked Estep 
Score: -18187466.000000 Penalty: 3910.244873
	Iteration 43Q: 3 clusters Score -1.818747e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -18187480.000000 Penalty: 3910.244873
	Iteration 44Q: 3 clusters Score -1.818748e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -18187506.000000 Penalty: 3910.244873
	Iteration 45Q: 3 clusters Score -1.818751e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 166142 members 
Entering Unmasked Estep 
Score: -18187532.000000 Penalty: 3910.244873
	Iteration 46Q: 3 clusters Score -1.818753e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 166226 members 
Entering Unmasked Estep 
Score: -18187560.000000 Penalty: 3910.244873
	Iteration 47Q: 3 clusters Score -1.818756e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 166303 members 
Entering Unmasked Estep 
Score: -18187534.000000 Penalty: 3910.244873
	Iteration 48Q: 3 clusters Score -1.818753e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 166358 members 
Entering Unmasked Estep 
Score: -18187542.000000 Penalty: 3910.244873
	Iteration 49Q: 3 clusters Score -1.818754e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 166411 members 
Entering Unmasked Estep 
Score: -18187572.000000 Penalty: 3910.244873
	Iteration 50Q: 3 clusters Score -1.818757e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -18187602.000000 Penalty: 3910.244873
	Iteration 51Q: 3 clusters Score -1.81876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 166486 members 
Entering Unmasked Estep 
Score: -18187592.000000 Penalty: 3910.244873
	Iteration 52Q: 3 clusters Score -1.818759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 166508 members 
Entering Unmasked Estep 
Score: -18187596.000000 Penalty: 3910.244873
	Iteration 53Q: 3 clusters Score -1.81876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 166530 members 
Entering Unmasked Estep 
Score: -18187602.000000 Penalty: 3910.244873
	Iteration 54Q: 3 clusters Score -1.81876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 166542 members 
Entering Unmasked Estep 
Score: -18187588.000000 Penalty: 3910.244873
	Iteration 55Q: 3 clusters Score -1.818759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 166559 members 
Entering Unmasked Estep 
Score: -18187606.000000 Penalty: 3910.244873
	Iteration 56Q: 3 clusters Score -1.818761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 166574 members 
Entering Unmasked Estep 
Score: -18187618.000000 Penalty: 3910.244873
	Iteration 57Q: 3 clusters Score -1.818762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -18187610.000000 Penalty: 3910.244873
	Iteration 58Q: 3 clusters Score -1.818761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 166601 members 
Entering Unmasked Estep 
Score: -18187608.000000 Penalty: 3910.244873
	Iteration 59Q: 3 clusters Score -1.818761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 166610 members 
Entering Unmasked Estep 
Score: -18187626.000000 Penalty: 3910.244873
	Iteration 60F: 3 clusters Score -1.818763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 166620 members 
Entering Unmasked Estep 
Score: -18187642.000000 Penalty: 3910.244873
	Iteration 61Q: 3 clusters Score -1.818764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 166624 members 
Entering Unmasked Estep 
Score: -18187636.000000 Penalty: 3910.244873
	Iteration 62Q: 3 clusters Score -1.818764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 166631 members 
Entering Unmasked Estep 
Score: -18187628.000000 Penalty: 3910.244873
	Iteration 63Q: 3 clusters Score -1.818763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -18187634.000000 Penalty: 3910.244873
	Iteration 64Q: 3 clusters Score -1.818763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -18187628.000000 Penalty: 3910.244873
	Iteration 65Q: 3 clusters Score -1.818763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -18187644.000000 Penalty: 3910.244873
	Iteration 66Q: 3 clusters Score -1.818764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 166647 members 
Entering Unmasked Estep 
Score: -18187642.000000 Penalty: 3910.244873
	Iteration 67Q: 3 clusters Score -1.818764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 166652 members 
Entering Unmasked Estep 
Score: -18187656.000000 Penalty: 3910.244873
	Iteration 68Q: 3 clusters Score -1.818766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 166653 members 
Entering Unmasked Estep 
Score: -18187654.000000 Penalty: 3910.244873
	Iteration 69Q: 3 clusters Score -1.818765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -18187648.000000 Penalty: 3910.244873
	Iteration 70Q: 3 clusters Score -1.818765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -18187664.000000 Penalty: 3910.244873
	Iteration 71Q: 3 clusters Score -1.818766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -18187668.000000 Penalty: 3910.244873
	Iteration 72Q: 3 clusters Score -1.818767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -18187668.000000 Penalty: 3910.244873
	Iteration 73F: 3 clusters Score -1.818767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -420991.843750 Penalty: 1352.586426
	Iteration 0F: 2 clusters Score -420991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -417535.843750 Penalty: 2705.172852
	Iteration 0F: 3 clusters Score -417535.8 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -418713.468750 Penalty: 2705.172852
	Iteration 1F: 3 clusters Score -418713.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -419234.062500 Penalty: 2705.172852
	Iteration 2F: 3 clusters Score -419234.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -419671.343750 Penalty: 2705.172852
	Iteration 3F: 3 clusters Score -419671.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -420020.281250 Penalty: 2705.172852
	Iteration 4F: 3 clusters Score -420020.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -420247.281250 Penalty: 2705.172852
	Iteration 5F: 3 clusters Score -420247.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -420382.218750 Penalty: 2705.172852
	Iteration 6Q: 3 clusters Score -420382.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -420458.843750 Penalty: 2705.172852
	Iteration 7Q: 3 clusters Score -420458.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -420498.781250 Penalty: 2705.172852
	Iteration 8Q: 3 clusters Score -420498.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -420519.187500 Penalty: 2705.172852
	Iteration 9Q: 3 clusters Score -420519.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -420531.593750 Penalty: 2705.172852
	Iteration 10Q: 3 clusters Score -420531.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -420538.062500 Penalty: 2705.172852
	Iteration 11Q: 3 clusters Score -420538.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -420544.218750 Penalty: 2705.172852
	Iteration 12Q: 3 clusters Score -420544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -420545.531250 Penalty: 2705.172852
	Iteration 13Q: 3 clusters Score -420545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -420547.156250 Penalty: 2705.172852
	Iteration 14Q: 3 clusters Score -420547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -420548.718750 Penalty: 2705.172852
	Iteration 15Q: 3 clusters Score -420548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -420548.843750 Penalty: 2705.172852
	Iteration 16Q: 3 clusters Score -420548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -420550.281250 Penalty: 2705.172852
	Iteration 17Q: 3 clusters Score -420550.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -420553.125000 Penalty: 2705.172852
	Iteration 18Q: 3 clusters Score -420553.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -420558.000000 Penalty: 2705.172852
	Iteration 19Q: 3 clusters Score -420558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -420558.625000 Penalty: 2705.172852
	Iteration 20F: 3 clusters Score -420558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -420559.656250 Penalty: 2705.172852
	Iteration 21Q: 3 clusters Score -420559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -420559.656250 Penalty: 2705.172852
	Iteration 22Q: 3 clusters Score -420559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -420559.281250 Penalty: 2705.172852
	Iteration 23Q: 3 clusters Score -420559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -420559.937500 Penalty: 2705.172852
	Iteration 24Q: 3 clusters Score -420559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -420559.875000 Penalty: 2705.172852
	Iteration 25Q: 3 clusters Score -420559.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -420559.875000 Penalty: 2705.172852
	Iteration 26F: 3 clusters Score -420559.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174482 members 
Entering Unmasked Estep 
Score: -18924686.000000 Penalty: 1961.306274
	Iteration 0F: 2 clusters Score -1.892469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -18809596.000000 Penalty: 3922.612549
	Iteration 0F: 3 clusters Score -1.88096e+07 nChanged 84616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -18860408.000000 Penalty: 3922.612549
	Iteration 1F: 3 clusters Score -1.886041e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -18862034.000000 Penalty: 3922.612549
	Iteration 2Q: 3 clusters Score -1.886203e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Mstep: Class 2 contains 90902 members 
Entering Unmasked Estep 
Score: -18864202.000000 Penalty: 3922.612549
	Iteration 3Q: 3 clusters Score -1.88642e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -18867100.000000 Penalty: 3922.612549
	Iteration 4Q: 3 clusters Score -1.88671e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -18871678.000000 Penalty: 3922.612549
	Iteration 5F: 3 clusters Score -1.887168e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 101072 members 
Entering Unmasked Estep 
Score: -18878194.000000 Penalty: 3922.612549
	Iteration 6F: 3 clusters Score -1.887819e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 107151 members 
Entering Unmasked Estep 
Score: -18886892.000000 Penalty: 3922.612549
	Iteration 7F: 3 clusters Score -1.888689e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 112961 members 
Entering Unmasked Estep 
Score: -18895636.000000 Penalty: 3922.612549
	Iteration 8F: 3 clusters Score -1.889564e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 117255 members 
Entering Unmasked Estep 
Score: -18901726.000000 Penalty: 3922.612549
	Iteration 9F: 3 clusters Score -1.890173e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 120255 members 
Entering Unmasked Estep 
Score: -18904822.000000 Penalty: 3922.612549
	Iteration 10Q: 3 clusters Score -1.890482e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 122531 members 
Entering Unmasked Estep 
Score: -18906406.000000 Penalty: 3922.612549
	Iteration 11Q: 3 clusters Score -1.890641e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -18907322.000000 Penalty: 3922.612549
	Iteration 12Q: 3 clusters Score -1.890732e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 126282 members 
Entering Unmasked Estep 
Score: -18908112.000000 Penalty: 3922.612549
	Iteration 13Q: 3 clusters Score -1.890811e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 127948 members 
Entering Unmasked Estep 
Score: -18908886.000000 Penalty: 3922.612549
	Iteration 14Q: 3 clusters Score -1.890889e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
Score: -18909584.000000 Penalty: 3922.612549
	Iteration 15Q: 3 clusters Score -1.890958e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
Score: -18910332.000000 Penalty: 3922.612549
	Iteration 16Q: 3 clusters Score -1.891033e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 132613 members 
Entering Unmasked Estep 
Score: -18910988.000000 Penalty: 3922.612549
	Iteration 17Q: 3 clusters Score -1.891099e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 133995 members 
Entering Unmasked Estep 
Score: -18911428.000000 Penalty: 3922.612549
	Iteration 18Q: 3 clusters Score -1.891143e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 135359 members 
Entering Unmasked Estep 
Score: -18911868.000000 Penalty: 3922.612549
	Iteration 19Q: 3 clusters Score -1.891187e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 136717 members 
Entering Unmasked Estep 
Score: -18912284.000000 Penalty: 3922.612549
	Iteration 20F: 3 clusters Score -1.891228e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -18912782.000000 Penalty: 3922.612549
	Iteration 21Q: 3 clusters Score -1.891278e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -18913142.000000 Penalty: 3922.612549
	Iteration 22Q: 3 clusters Score -1.891314e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 140755 members 
Entering Unmasked Estep 
Score: -18913568.000000 Penalty: 3922.612549
	Iteration 23Q: 3 clusters Score -1.891357e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 142114 members 
Entering Unmasked Estep 
Score: -18914058.000000 Penalty: 3922.612549
	Iteration 24Q: 3 clusters Score -1.891406e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -18914464.000000 Penalty: 3922.612549
	Iteration 25Q: 3 clusters Score -1.891446e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 144826 members 
Entering Unmasked Estep 
Score: -18914796.000000 Penalty: 3922.612549
	Iteration 26Q: 3 clusters Score -1.89148e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -18915272.000000 Penalty: 3922.612549
	Iteration 27Q: 3 clusters Score -1.891527e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 147548 members 
Entering Unmasked Estep 
Score: -18915780.000000 Penalty: 3922.612549
	Iteration 28Q: 3 clusters Score -1.891578e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 148956 members 
Entering Unmasked Estep 
Score: -18916098.000000 Penalty: 3922.612549
	Iteration 29Q: 3 clusters Score -1.89161e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 150303 members 
Entering Unmasked Estep 
Score: -18916524.000000 Penalty: 3922.612549
	Iteration 30Q: 3 clusters Score -1.891652e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -18916922.000000 Penalty: 3922.612549
	Iteration 31Q: 3 clusters Score -1.891692e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 153016 members 
Entering Unmasked Estep 
Score: -18917368.000000 Penalty: 3922.612549
	Iteration 32Q: 3 clusters Score -1.891737e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -18917874.000000 Penalty: 3922.612549
	Iteration 33Q: 3 clusters Score -1.891787e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 155722 members 
Entering Unmasked Estep 
Score: -18918272.000000 Penalty: 3922.612549
	Iteration 34Q: 3 clusters Score -1.891827e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 157023 members 
Entering Unmasked Estep 
Score: -18918758.000000 Penalty: 3922.612549
	Iteration 35Q: 3 clusters Score -1.891876e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 158231 members 
Entering Unmasked Estep 
Score: -18919132.000000 Penalty: 3922.612549
	Iteration 36Q: 3 clusters Score -1.891913e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 159461 members 
Entering Unmasked Estep 
Score: -18919590.000000 Penalty: 3922.612549
	Iteration 37Q: 3 clusters Score -1.891959e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 160668 members 
Entering Unmasked Estep 
Score: -18919986.000000 Penalty: 3922.612549
	Iteration 38Q: 3 clusters Score -1.891999e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -18920484.000000 Penalty: 3922.612549
	Iteration 39Q: 3 clusters Score -1.892048e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 162843 members 
Entering Unmasked Estep 
Score: -18920924.000000 Penalty: 3922.612549
	Iteration 40F: 3 clusters Score -1.892092e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 163875 members 
Entering Unmasked Estep 
Score: -18921404.000000 Penalty: 3922.612549
	Iteration 41Q: 3 clusters Score -1.89214e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -18921958.000000 Penalty: 3922.612549
	Iteration 42Q: 3 clusters Score -1.892196e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 165958 members 
Entering Unmasked Estep 
Score: -18922442.000000 Penalty: 3922.612549
	Iteration 43Q: 3 clusters Score -1.892244e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -18922894.000000 Penalty: 3922.612549
	Iteration 44Q: 3 clusters Score -1.892289e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 167689 members 
Entering Unmasked Estep 
Score: -18923144.000000 Penalty: 3922.612549
	Iteration 45Q: 3 clusters Score -1.892314e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -18923418.000000 Penalty: 3922.612549
	Iteration 46Q: 3 clusters Score -1.892342e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -18923642.000000 Penalty: 3922.612549
	Iteration 47Q: 3 clusters Score -1.892364e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 169352 members 
Entering Unmasked Estep 
Score: -18923816.000000 Penalty: 3922.612549
	Iteration 48Q: 3 clusters Score -1.892382e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -18923912.000000 Penalty: 3922.612549
	Iteration 49Q: 3 clusters Score -1.892391e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 170083 members 
Entering Unmasked Estep 
Score: -18923942.000000 Penalty: 3922.612549
	Iteration 50Q: 3 clusters Score -1.892394e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 170357 members 
Entering Unmasked Estep 
Score: -18923992.000000 Penalty: 3922.612549
	Iteration 51Q: 3 clusters Score -1.892399e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 170571 members 
Entering Unmasked Estep 
Score: -18924018.000000 Penalty: 3922.612549
	Iteration 52Q: 3 clusters Score -1.892402e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 170775 members 
Entering Unmasked Estep 
Score: -18924018.000000 Penalty: 3922.612549
	Iteration 53Q: 3 clusters Score -1.892402e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 170944 members 
Entering Unmasked Estep 
Score: -18924016.000000 Penalty: 3922.612549
	Iteration 54Q: 3 clusters Score -1.892402e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 171103 members 
Entering Unmasked Estep 
Score: -18924020.000000 Penalty: 3922.612549
	Iteration 55Q: 3 clusters Score -1.892402e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 171211 members 
Entering Unmasked Estep 
Score: -18924040.000000 Penalty: 3922.612549
	Iteration 56Q: 3 clusters Score -1.892404e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 171306 members 
Entering Unmasked Estep 
Score: -18924078.000000 Penalty: 3922.612549
	Iteration 57Q: 3 clusters Score -1.892408e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 171384 members 
Entering Unmasked Estep 
Score: -18924056.000000 Penalty: 3922.612549
	Iteration 58Q: 3 clusters Score -1.892406e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -18924040.000000 Penalty: 3922.612549
	Iteration 59Q: 3 clusters Score -1.892404e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 171505 members 
Entering Unmasked Estep 
Score: -18924034.000000 Penalty: 3922.612549
	Iteration 60F: 3 clusters Score -1.892403e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -18924038.000000 Penalty: 3922.612549
	Iteration 61Q: 3 clusters Score -1.892404e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -18924058.000000 Penalty: 3922.612549
	Iteration 62Q: 3 clusters Score -1.892406e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -18924098.000000 Penalty: 3922.612549
	Iteration 63Q: 3 clusters Score -1.89241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 171627 members 
Entering Unmasked Estep 
Score: -18924110.000000 Penalty: 3922.612549
	Iteration 64Q: 3 clusters Score -1.892411e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -18924120.000000 Penalty: 3922.612549
	Iteration 65Q: 3 clusters Score -1.892412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 171667 members 
Entering Unmasked Estep 
Score: -18924124.000000 Penalty: 3922.612549
	Iteration 66Q: 3 clusters Score -1.892412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 171687 members 
Entering Unmasked Estep 
Score: -18924124.000000 Penalty: 3922.612549
	Iteration 67Q: 3 clusters Score -1.892412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 171699 members 
Entering Unmasked Estep 
Score: -18924112.000000 Penalty: 3922.612549
	Iteration 68Q: 3 clusters Score -1.892411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 171705 members 
Entering Unmasked Estep 
Score: -18924110.000000 Penalty: 3922.612549
	Iteration 69Q: 3 clusters Score -1.892411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 171715 members 
Entering Unmasked Estep 
Score: -18924114.000000 Penalty: 3922.612549
	Iteration 70Q: 3 clusters Score -1.892411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 171725 members 
Entering Unmasked Estep 
Score: -18924118.000000 Penalty: 3922.612549
	Iteration 71Q: 3 clusters Score -1.892412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 171740 members 
Entering Unmasked Estep 
Score: -18924104.000000 Penalty: 3922.612549
	Iteration 72Q: 3 clusters Score -1.89241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 171752 members 
Entering Unmasked Estep 
Score: -18924102.000000 Penalty: 3922.612549
	Iteration 73Q: 3 clusters Score -1.89241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 171760 members 
Entering Unmasked Estep 
Score: -18924102.000000 Penalty: 3922.612549
	Iteration 74Q: 3 clusters Score -1.89241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -18924100.000000 Penalty: 3922.612549
	Iteration 75Q: 3 clusters Score -1.89241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 171779 members 
Entering Unmasked Estep 
Score: -18924104.000000 Penalty: 3922.612549
	Iteration 76Q: 3 clusters Score -1.89241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 171783 members 
Entering Unmasked Estep 
Score: -18924110.000000 Penalty: 3922.612549
	Iteration 77Q: 3 clusters Score -1.892411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 171784 members 
Entering Unmasked Estep 
Score: -18924110.000000 Penalty: 3922.612549
	Iteration 78Q: 3 clusters Score -1.892411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 171787 members 
Entering Unmasked Estep 
Score: -18924114.000000 Penalty: 3922.612549
	Iteration 79Q: 3 clusters Score -1.892411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 171792 members 
Entering Unmasked Estep 
Score: -18924104.000000 Penalty: 3922.612549
	Iteration 80F: 3 clusters Score -1.89241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 171804 members 
Entering Unmasked Estep 
Score: -18924114.000000 Penalty: 3922.612549
	Iteration 81Q: 3 clusters Score -1.892411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 171810 members 
Entering Unmasked Estep 
Score: -18924108.000000 Penalty: 3922.612549
	Iteration 82Q: 3 clusters Score -1.892411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 171814 members 
Entering Unmasked Estep 
Score: -18924118.000000 Penalty: 3922.612549
	Iteration 83Q: 3 clusters Score -1.892412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 171817 members 
Entering Unmasked Estep 
Score: -18924114.000000 Penalty: 3922.612549
	Iteration 84Q: 3 clusters Score -1.892411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 171820 members 
Entering Unmasked Estep 
Score: -18924124.000000 Penalty: 3922.612549
	Iteration 85Q: 3 clusters Score -1.892412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 171825 members 
Entering Unmasked Estep 
Score: -18924124.000000 Penalty: 3922.612549
	Iteration 86Q: 3 clusters Score -1.892412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 171829 members 
Entering Unmasked Estep 
Score: -18924126.000000 Penalty: 3922.612549
	Iteration 87Q: 3 clusters Score -1.892413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 171831 members 
Entering Unmasked Estep 
Score: -18924126.000000 Penalty: 3922.612549
	Iteration 88Q: 3 clusters Score -1.892413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 171838 members 
Entering Unmasked Estep 
Score: -18924130.000000 Penalty: 3922.612549
	Iteration 89Q: 3 clusters Score -1.892413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -18924128.000000 Penalty: 3922.612549
	Iteration 90Q: 3 clusters Score -1.892413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 171853 members 
Entering Unmasked Estep 
Score: -18924124.000000 Penalty: 3922.612549
	Iteration 91Q: 3 clusters Score -1.892412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -18924132.000000 Penalty: 3922.612549
	Iteration 92Q: 3 clusters Score -1.892413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 171872 members 
Entering Unmasked Estep 
Score: -18924124.000000 Penalty: 3922.612549
	Iteration 93Q: 3 clusters Score -1.892412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 171878 members 
Entering Unmasked Estep 
Score: -18924126.000000 Penalty: 3922.612549
	Iteration 94Q: 3 clusters Score -1.892413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 171882 members 
Entering Unmasked Estep 
Score: -18924122.000000 Penalty: 3922.612549
	Iteration 95Q: 3 clusters Score -1.892412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 171885 members 
Entering Unmasked Estep 
Score: -18924108.000000 Penalty: 3922.612549
	Iteration 96Q: 3 clusters Score -1.892411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 171886 members 
Entering Unmasked Estep 
Score: -18924114.000000 Penalty: 3922.612549
	Iteration 97Q: 3 clusters Score -1.892411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 171887 members 
Entering Unmasked Estep 
Score: -18924120.000000 Penalty: 3922.612549
	Iteration 98Q: 3 clusters Score -1.892412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 171888 members 
Entering Unmasked Estep 
Score: -18924108.000000 Penalty: 3922.612549
	Iteration 99Q: 3 clusters Score -1.892411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 171889 members 
Entering Unmasked Estep 
Score: -18924114.000000 Penalty: 3922.612549
	Iteration 100F: 3 clusters Score -1.892411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 171890 members 
Entering Unmasked Estep 
Score: -18924118.000000 Penalty: 3922.612549
	Iteration 101Q: 3 clusters Score -1.892412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 171890 members 
Entering Unmasked Estep 
Score: -18924118.000000 Penalty: 3922.612549
	Iteration 102F: 3 clusters Score -1.892412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Entering Unmasked Estep 
Score: -4528235.000000 Penalty: 1731.781616
	Iteration 0F: 2 clusters Score -4528235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -4499707.500000 Penalty: 3463.563232
	Iteration 0F: 3 clusters Score -4499708 nChanged 19774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -4511063.000000 Penalty: 3463.563232
	Iteration 1F: 3 clusters Score -4511063 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4511848.500000 Penalty: 3463.563232
	Iteration 2Q: 3 clusters Score -4511848 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4512864.500000 Penalty: 3463.563232
	Iteration 3Q: 3 clusters Score -4512864 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4514161.000000 Penalty: 3463.563232
	Iteration 4F: 3 clusters Score -4514161 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -4515516.500000 Penalty: 3463.563232
	Iteration 5F: 3 clusters Score -4515516 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -4516814.000000 Penalty: 3463.563232
	Iteration 6F: 3 clusters Score -4516814 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4517944.000000 Penalty: 3463.563232
	Iteration 7Q: 3 clusters Score -4517944 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4518907.500000 Penalty: 3463.563232
	Iteration 8Q: 3 clusters Score -4518908 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -4519770.500000 Penalty: 3463.563232
	Iteration 9Q: 3 clusters Score -4519770 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4520620.500000 Penalty: 3463.563232
	Iteration 10Q: 3 clusters Score -4520620 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4521535.000000 Penalty: 3463.563232
	Iteration 11Q: 3 clusters Score -4521535 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4522505.500000 Penalty: 3463.563232
	Iteration 12Q: 3 clusters Score -4522506 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4523460.000000 Penalty: 3463.563232
	Iteration 13Q: 3 clusters Score -4523460 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4524302.500000 Penalty: 3463.563232
	Iteration 14Q: 3 clusters Score -4524302 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -4525036.000000 Penalty: 3463.563232
	Iteration 15Q: 3 clusters Score -4525036 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -4525570.000000 Penalty: 3463.563232
	Iteration 16Q: 3 clusters Score -4525570 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4525908.000000 Penalty: 3463.563232
	Iteration 17Q: 3 clusters Score -4525908 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -4526157.000000 Penalty: 3463.563232
	Iteration 18Q: 3 clusters Score -4526157 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -4526340.000000 Penalty: 3463.563232
	Iteration 19Q: 3 clusters Score -4526340 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -4526467.500000 Penalty: 3463.563232
	Iteration 20F: 3 clusters Score -4526468 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -4526557.000000 Penalty: 3463.563232
	Iteration 21Q: 3 clusters Score -4526557 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -4526629.500000 Penalty: 3463.563232
	Iteration 22Q: 3 clusters Score -4526630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4526665.500000 Penalty: 3463.563232
	Iteration 23Q: 3 clusters Score -4526666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -4526699.500000 Penalty: 3463.563232
	Iteration 24Q: 3 clusters Score -4526700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -4526720.000000 Penalty: 3463.563232
	Iteration 25Q: 3 clusters Score -4526720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -4526725.000000 Penalty: 3463.563232
	Iteration 26Q: 3 clusters Score -4526725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -4526732.500000 Penalty: 3463.563232
	Iteration 27Q: 3 clusters Score -4526732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -4526744.500000 Penalty: 3463.563232
	Iteration 28Q: 3 clusters Score -4526744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -4526759.500000 Penalty: 3463.563232
	Iteration 29Q: 3 clusters Score -4526760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -4526769.000000 Penalty: 3463.563232
	Iteration 30Q: 3 clusters Score -4526769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -4526771.000000 Penalty: 3463.563232
	Iteration 31Q: 3 clusters Score -4526771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -4526774.000000 Penalty: 3463.563232
	Iteration 32Q: 3 clusters Score -4526774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -4526779.000000 Penalty: 3463.563232
	Iteration 33Q: 3 clusters Score -4526779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -4526784.000000 Penalty: 3463.563232
	Iteration 34Q: 3 clusters Score -4526784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -4526787.500000 Penalty: 3463.563232
	Iteration 35Q: 3 clusters Score -4526788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -4526793.000000 Penalty: 3463.563232
	Iteration 36Q: 3 clusters Score -4526793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4526811.000000 Penalty: 3463.563232
	Iteration 37Q: 3 clusters Score -4526811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -4526819.500000 Penalty: 3463.563232
	Iteration 38Q: 3 clusters Score -4526820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -4526826.500000 Penalty: 3463.563232
	Iteration 39Q: 3 clusters Score -4526826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -4526830.500000 Penalty: 3463.563232
	Iteration 40F: 3 clusters Score -4526830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -4526832.500000 Penalty: 3463.563232
	Iteration 41Q: 3 clusters Score -4526832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -4526831.500000 Penalty: 3463.563232
	Iteration 42Q: 3 clusters Score -4526832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -4526832.500000 Penalty: 3463.563232
	Iteration 43Q: 3 clusters Score -4526832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -4526834.000000 Penalty: 3463.563232
	Iteration 44Q: 3 clusters Score -4526834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -4526834.000000 Penalty: 3463.563232
	Iteration 45F: 3 clusters Score -4526834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Entering Unmasked Estep 
Score: -7665848.500000 Penalty: 1813.025269
	Iteration 0F: 2 clusters Score -7665848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -7619076.500000 Penalty: 3626.050537
	Iteration 0F: 3 clusters Score -7619076 nChanged 33186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -7637973.500000 Penalty: 3626.050537
	Iteration 1F: 3 clusters Score -7637974 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -7638478.500000 Penalty: 3626.050537
	Iteration 2Q: 3 clusters Score -7638478 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -7639022.500000 Penalty: 3626.050537
	Iteration 3Q: 3 clusters Score -7639022 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -7639634.000000 Penalty: 3626.050537
	Iteration 4Q: 3 clusters Score -7639634 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -7640449.500000 Penalty: 3626.050537
	Iteration 5Q: 3 clusters Score -7640450 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -7641522.000000 Penalty: 3626.050537
	Iteration 6Q: 3 clusters Score -7641522 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -7643028.000000 Penalty: 3626.050537
	Iteration 7Q: 3 clusters Score -7643028 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -7645052.000000 Penalty: 3626.050537
	Iteration 8F: 3 clusters Score -7645052 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -7647799.000000 Penalty: 3626.050537
	Iteration 9F: 3 clusters Score -7647799 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -7650690.500000 Penalty: 3626.050537
	Iteration 10F: 3 clusters Score -7650690 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -7652882.000000 Penalty: 3626.050537
	Iteration 11F: 3 clusters Score -7652882 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -7654140.500000 Penalty: 3626.050537
	Iteration 12Q: 3 clusters Score -7654140 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7654599.500000 Penalty: 3626.050537
	Iteration 13Q: 3 clusters Score -7654600 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7654880.500000 Penalty: 3626.050537
	Iteration 14Q: 3 clusters Score -7654880 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -7655104.500000 Penalty: 3626.050537
	Iteration 15Q: 3 clusters Score -7655104 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -7655297.000000 Penalty: 3626.050537
	Iteration 16Q: 3 clusters Score -7655297 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -7655533.500000 Penalty: 3626.050537
	Iteration 17Q: 3 clusters Score -7655534 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -7655762.000000 Penalty: 3626.050537
	Iteration 18Q: 3 clusters Score -7655762 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -7655976.000000 Penalty: 3626.050537
	Iteration 19Q: 3 clusters Score -7655976 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -7656195.000000 Penalty: 3626.050537
	Iteration 20F: 3 clusters Score -7656195 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -7656433.000000 Penalty: 3626.050537
	Iteration 21Q: 3 clusters Score -7656433 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -7656683.500000 Penalty: 3626.050537
	Iteration 22Q: 3 clusters Score -7656684 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -7656936.000000 Penalty: 3626.050537
	Iteration 23Q: 3 clusters Score -7656936 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -7657172.500000 Penalty: 3626.050537
	Iteration 24Q: 3 clusters Score -7657172 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -7657471.500000 Penalty: 3626.050537
	Iteration 25Q: 3 clusters Score -7657472 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -7657734.500000 Penalty: 3626.050537
	Iteration 26Q: 3 clusters Score -7657734 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -7658024.000000 Penalty: 3626.050537
	Iteration 27Q: 3 clusters Score -7658024 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -7658325.000000 Penalty: 3626.050537
	Iteration 28Q: 3 clusters Score -7658325 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -7658587.000000 Penalty: 3626.050537
	Iteration 29Q: 3 clusters Score -7658587 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -7658921.000000 Penalty: 3626.050537
	Iteration 30Q: 3 clusters Score -7658921 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -7659288.500000 Penalty: 3626.050537
	Iteration 31Q: 3 clusters Score -7659288 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -7659637.500000 Penalty: 3626.050537
	Iteration 32Q: 3 clusters Score -7659638 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -7659915.500000 Penalty: 3626.050537
	Iteration 33Q: 3 clusters Score -7659916 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -7660275.500000 Penalty: 3626.050537
	Iteration 34Q: 3 clusters Score -7660276 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -7660567.000000 Penalty: 3626.050537
	Iteration 35Q: 3 clusters Score -7660567 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -7660792.500000 Penalty: 3626.050537
	Iteration 36Q: 3 clusters Score -7660792 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -7661085.500000 Penalty: 3626.050537
	Iteration 37Q: 3 clusters Score -7661086 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -7661359.000000 Penalty: 3626.050537
	Iteration 38Q: 3 clusters Score -7661359 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -7661536.000000 Penalty: 3626.050537
	Iteration 39Q: 3 clusters Score -7661536 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -7661715.000000 Penalty: 3626.050537
	Iteration 40F: 3 clusters Score -7661715 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -7661899.000000 Penalty: 3626.050537
	Iteration 41Q: 3 clusters Score -7661899 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -7662064.000000 Penalty: 3626.050537
	Iteration 42Q: 3 clusters Score -7662064 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -7662201.500000 Penalty: 3626.050537
	Iteration 43Q: 3 clusters Score -7662202 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -7662385.500000 Penalty: 3626.050537
	Iteration 44Q: 3 clusters Score -7662386 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -7662515.000000 Penalty: 3626.050537
	Iteration 45Q: 3 clusters Score -7662515 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -7662669.000000 Penalty: 3626.050537
	Iteration 46Q: 3 clusters Score -7662669 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -7662833.500000 Penalty: 3626.050537
	Iteration 47Q: 3 clusters Score -7662834 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -7662947.500000 Penalty: 3626.050537
	Iteration 48Q: 3 clusters Score -7662948 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -7663079.000000 Penalty: 3626.050537
	Iteration 49Q: 3 clusters Score -7663079 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -7663189.500000 Penalty: 3626.050537
	Iteration 50Q: 3 clusters Score -7663190 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -7663305.500000 Penalty: 3626.050537
	Iteration 51Q: 3 clusters Score -7663306 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -7663406.500000 Penalty: 3626.050537
	Iteration 52Q: 3 clusters Score -7663406 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -7663503.500000 Penalty: 3626.050537
	Iteration 53Q: 3 clusters Score -7663504 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -7663611.500000 Penalty: 3626.050537
	Iteration 54Q: 3 clusters Score -7663612 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -7663705.500000 Penalty: 3626.050537
	Iteration 55Q: 3 clusters Score -7663706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -7663768.000000 Penalty: 3626.050537
	Iteration 56Q: 3 clusters Score -7663768 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -7663818.000000 Penalty: 3626.050537
	Iteration 57Q: 3 clusters Score -7663818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -7663882.500000 Penalty: 3626.050537
	Iteration 58Q: 3 clusters Score -7663882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -7663962.000000 Penalty: 3626.050537
	Iteration 59Q: 3 clusters Score -7663962 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -7663982.000000 Penalty: 3626.050537
	Iteration 60F: 3 clusters Score -7663982 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -7664035.000000 Penalty: 3626.050537
	Iteration 61Q: 3 clusters Score -7664035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -7664067.000000 Penalty: 3626.050537
	Iteration 62Q: 3 clusters Score -7664067 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -7664084.500000 Penalty: 3626.050537
	Iteration 63Q: 3 clusters Score -7664084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 68896 members 
Entering Unmasked Estep 
Score: -7664103.000000 Penalty: 3626.050537
	Iteration 64Q: 3 clusters Score -7664103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -7664110.500000 Penalty: 3626.050537
	Iteration 65Q: 3 clusters Score -7664110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -7664121.000000 Penalty: 3626.050537
	Iteration 66Q: 3 clusters Score -7664121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -7664125.500000 Penalty: 3626.050537
	Iteration 67Q: 3 clusters Score -7664126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -7664150.000000 Penalty: 3626.050537
	Iteration 68Q: 3 clusters Score -7664150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -7664177.000000 Penalty: 3626.050537
	Iteration 69Q: 3 clusters Score -7664177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -7664202.000000 Penalty: 3626.050537
	Iteration 70Q: 3 clusters Score -7664202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -7664219.000000 Penalty: 3626.050537
	Iteration 71Q: 3 clusters Score -7664219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -7664230.000000 Penalty: 3626.050537
	Iteration 72Q: 3 clusters Score -7664230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -7664235.500000 Penalty: 3626.050537
	Iteration 73Q: 3 clusters Score -7664236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -7664247.500000 Penalty: 3626.050537
	Iteration 74Q: 3 clusters Score -7664248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -7664261.500000 Penalty: 3626.050537
	Iteration 75Q: 3 clusters Score -7664262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -7664260.500000 Penalty: 3626.050537
	Iteration 76Q: 3 clusters Score -7664260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -7664263.000000 Penalty: 3626.050537
	Iteration 77Q: 3 clusters Score -7664263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -7664270.500000 Penalty: 3626.050537
	Iteration 78Q: 3 clusters Score -7664270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -7664275.000000 Penalty: 3626.050537
	Iteration 79Q: 3 clusters Score -7664275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -7664275.000000 Penalty: 3626.050537
	Iteration 80F: 3 clusters Score -7664275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -7664282.000000 Penalty: 3626.050537
	Iteration 81Q: 3 clusters Score -7664282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -7664285.500000 Penalty: 3626.050537
	Iteration 82Q: 3 clusters Score -7664286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -7664279.500000 Penalty: 3626.050537
	Iteration 83Q: 3 clusters Score -7664280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -7664278.000000 Penalty: 3626.050537
	Iteration 84Q: 3 clusters Score -7664278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -7664282.000000 Penalty: 3626.050537
	Iteration 85Q: 3 clusters Score -7664282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -7664285.000000 Penalty: 3626.050537
	Iteration 86Q: 3 clusters Score -7664285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -7664294.000000 Penalty: 3626.050537
	Iteration 87Q: 3 clusters Score -7664294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -7664297.000000 Penalty: 3626.050537
	Iteration 88Q: 3 clusters Score -7664297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -7664301.000000 Penalty: 3626.050537
	Iteration 89Q: 3 clusters Score -7664301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -7664296.500000 Penalty: 3626.050537
	Iteration 90Q: 3 clusters Score -7664296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -7664299.000000 Penalty: 3626.050537
	Iteration 91Q: 3 clusters Score -7664299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -7664298.000000 Penalty: 3626.050537
	Iteration 92Q: 3 clusters Score -7664298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -7664302.500000 Penalty: 3626.050537
	Iteration 93Q: 3 clusters Score -7664302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -7664302.500000 Penalty: 3626.050537
	Iteration 94F: 3 clusters Score -7664302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (181028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181028 members 
Entering Unmasked Estep 
Score: -19588254.000000 Penalty: 1967.291138
	Iteration 0F: 2 clusters Score -1.958825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -19468612.000000 Penalty: 3934.582275
	Iteration 0F: 3 clusters Score -1.946861e+07 nChanged 87518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -19520160.000000 Penalty: 3934.582275
	Iteration 1F: 3 clusters Score -1.952016e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -19521276.000000 Penalty: 3934.582275
	Iteration 2Q: 3 clusters Score -1.952128e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -19522606.000000 Penalty: 3934.582275
	Iteration 3Q: 3 clusters Score -1.952261e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -19525104.000000 Penalty: 3934.582275
	Iteration 4Q: 3 clusters Score -1.95251e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109757 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -19529404.000000 Penalty: 3934.582275
	Iteration 5Q: 3 clusters Score -1.95294e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118954 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -19536832.000000 Penalty: 3934.582275
	Iteration 6F: 3 clusters Score -1.953683e+07 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130037 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -19547268.000000 Penalty: 3934.582275
	Iteration 7F: 3 clusters Score -1.954727e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140826 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -19558364.000000 Penalty: 3934.582275
	Iteration 8F: 3 clusters Score -1.955836e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149300 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -19566302.000000 Penalty: 3934.582275
	Iteration 9F: 3 clusters Score -1.95663e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -19571330.000000 Penalty: 3934.582275
	Iteration 10Q: 3 clusters Score -1.957133e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159778 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -19574372.000000 Penalty: 3934.582275
	Iteration 11Q: 3 clusters Score -1.957437e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -19576398.000000 Penalty: 3934.582275
	Iteration 12Q: 3 clusters Score -1.95764e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -19578318.000000 Penalty: 3934.582275
	Iteration 13Q: 3 clusters Score -1.957832e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -19579904.000000 Penalty: 3934.582275
	Iteration 14Q: 3 clusters Score -1.95799e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171526 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -19581244.000000 Penalty: 3934.582275
	Iteration 15Q: 3 clusters Score -1.958124e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173432 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -19582448.000000 Penalty: 3934.582275
	Iteration 16Q: 3 clusters Score -1.958245e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174945 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -19583318.000000 Penalty: 3934.582275
	Iteration 17Q: 3 clusters Score -1.958332e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176196 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -19584094.000000 Penalty: 3934.582275
	Iteration 18Q: 3 clusters Score -1.958409e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177158 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -19584616.000000 Penalty: 3934.582275
	Iteration 19Q: 3 clusters Score -1.958462e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177933 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -19585092.000000 Penalty: 3934.582275
	Iteration 20F: 3 clusters Score -1.958509e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -19585544.000000 Penalty: 3934.582275
	Iteration 21Q: 3 clusters Score -1.958554e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178892 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -19585744.000000 Penalty: 3934.582275
	Iteration 22Q: 3 clusters Score -1.958574e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -19585932.000000 Penalty: 3934.582275
	Iteration 23Q: 3 clusters Score -1.958593e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179419 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -19586062.000000 Penalty: 3934.582275
	Iteration 24Q: 3 clusters Score -1.958606e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179617 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19586204.000000 Penalty: 3934.582275
	Iteration 25Q: 3 clusters Score -1.95862e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179771 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19586320.000000 Penalty: 3934.582275
	Iteration 26Q: 3 clusters Score -1.958632e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179894 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -19586372.000000 Penalty: 3934.582275
	Iteration 27Q: 3 clusters Score -1.958637e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179979 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19586436.000000 Penalty: 3934.582275
	Iteration 28Q: 3 clusters Score -1.958644e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180045 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19586490.000000 Penalty: 3934.582275
	Iteration 29Q: 3 clusters Score -1.958649e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180102 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -19586476.000000 Penalty: 3934.582275
	Iteration 30Q: 3 clusters Score -1.958648e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180143 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -19586510.000000 Penalty: 3934.582275
	Iteration 31Q: 3 clusters Score -1.958651e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180174 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19586524.000000 Penalty: 3934.582275
	Iteration 32Q: 3 clusters Score -1.958652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180195 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19586516.000000 Penalty: 3934.582275
	Iteration 33Q: 3 clusters Score -1.958652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180209 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19586530.000000 Penalty: 3934.582275
	Iteration 34Q: 3 clusters Score -1.958653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180216 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19586522.000000 Penalty: 3934.582275
	Iteration 35Q: 3 clusters Score -1.958652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180231 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -19586538.000000 Penalty: 3934.582275
	Iteration 36Q: 3 clusters Score -1.958654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180250 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19586524.000000 Penalty: 3934.582275
	Iteration 37Q: 3 clusters Score -1.958652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180260 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -19586530.000000 Penalty: 3934.582275
	Iteration 38Q: 3 clusters Score -1.958653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180269 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -19586538.000000 Penalty: 3934.582275
	Iteration 39Q: 3 clusters Score -1.958654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -19586554.000000 Penalty: 3934.582275
	Iteration 40F: 3 clusters Score -1.958655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180295 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19586570.000000 Penalty: 3934.582275
	Iteration 41Q: 3 clusters Score -1.958657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180302 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -19586562.000000 Penalty: 3934.582275
	Iteration 42Q: 3 clusters Score -1.958656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180305 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -19586570.000000 Penalty: 3934.582275
	Iteration 43Q: 3 clusters Score -1.958657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180310 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19586584.000000 Penalty: 3934.582275
	Iteration 44Q: 3 clusters Score -1.958658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180316 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -19586576.000000 Penalty: 3934.582275
	Iteration 45Q: 3 clusters Score -1.958658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180318 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19586582.000000 Penalty: 3934.582275
	Iteration 46Q: 3 clusters Score -1.958658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180321 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -19586588.000000 Penalty: 3934.582275
	Iteration 47Q: 3 clusters Score -1.958659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180321 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -19586578.000000 Penalty: 3934.582275
	Iteration 48Q: 3 clusters Score -1.958658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180322 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -19586588.000000 Penalty: 3934.582275
	Iteration 49Q: 3 clusters Score -1.958659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180323 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -19586590.000000 Penalty: 3934.582275
	Iteration 50Q: 3 clusters Score -1.958659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180323 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -19586590.000000 Penalty: 3934.582275
	Iteration 51F: 3 clusters Score -1.958659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Entering Unmasked Estep 
Score: -325772.875000 Penalty: 1307.356079
	Iteration 0F: 2 clusters Score -325772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -322948.781250 Penalty: 2614.712158
	Iteration 0F: 3 clusters Score -322948.8 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -323637.750000 Penalty: 2614.712158
	Iteration 1F: 3 clusters Score -323637.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -323807.937500 Penalty: 2614.712158
	Iteration 2F: 3 clusters Score -323807.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -323932.781250 Penalty: 2614.712158
	Iteration 3F: 3 clusters Score -323932.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -324050.062500 Penalty: 2614.712158
	Iteration 4F: 3 clusters Score -324050.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -324154.781250 Penalty: 2614.712158
	Iteration 5Q: 3 clusters Score -324154.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -324257.718750 Penalty: 2614.712158
	Iteration 6Q: 3 clusters Score -324257.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -324361.531250 Penalty: 2614.712158
	Iteration 7Q: 3 clusters Score -324361.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -324465.437500 Penalty: 2614.712158
	Iteration 8Q: 3 clusters Score -324465.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -324629.906250 Penalty: 2614.712158
	Iteration 9Q: 3 clusters Score -324629.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -324840.062500 Penalty: 2614.712158
	Iteration 10Q: 3 clusters Score -324840.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -325065.906250 Penalty: 2614.712158
	Iteration 11F: 3 clusters Score -325065.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -325346.093750 Penalty: 2614.712158
	Iteration 12F: 3 clusters Score -325346.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -325691.093750 Penalty: 2614.712158
	Iteration 13F: 3 clusters Score -325691.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -325873.156250 Penalty: 2614.712158
	Iteration 14Q: 3 clusters Score -325873.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -325940.187500 Penalty: 2614.712158
	Iteration 15Q: 3 clusters Score -325940.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -325978.968750 Penalty: 2614.712158
	Iteration 16Q: 3 clusters Score -325979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -325999.156250 Penalty: 2614.712158
	Iteration 17Q: 3 clusters Score -325999.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -326011.812500 Penalty: 2614.712158
	Iteration 18Q: 3 clusters Score -326011.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -326019.312500 Penalty: 2614.712158
	Iteration 19Q: 3 clusters Score -326019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -326023.093750 Penalty: 2614.712158
	Iteration 20F: 3 clusters Score -326023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -326025.656250 Penalty: 2614.712158
	Iteration 21Q: 3 clusters Score -326025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -326028.625000 Penalty: 2614.712158
	Iteration 22Q: 3 clusters Score -326028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -326028.625000 Penalty: 2614.712158
	Iteration 23Q: 3 clusters Score -326028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -326028.781250 Penalty: 2614.712158
	Iteration 24Q: 3 clusters Score -326028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -326028.781250 Penalty: 2614.712158
	Iteration 25F: 3 clusters Score -326028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167967 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 174482 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 14 contains 70058 members 
Mstep: Class 17 contains 181028 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69051 members 
Mstep: Class 22 contains 48331 members 
Entering Unmasked Estep 
Score: -93852128.000000 Penalty: 35598.257812
Splitting cluster 18 changes total score from -93852928.000000 to -93852128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -415161.593750 Penalty: 1343.627319
	Iteration 0F: 2 clusters Score -415161.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -411857.875000 Penalty: 2687.254639
	Iteration 0F: 3 clusters Score -411857.9 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -412754.968750 Penalty: 2687.254639
	Iteration 1F: 3 clusters Score -412755 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -412989.406250 Penalty: 2687.254639
	Iteration 2F: 3 clusters Score -412989.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -413152.437500 Penalty: 2687.254639
	Iteration 3F: 3 clusters Score -413152.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -413281.937500 Penalty: 2687.254639
	Iteration 4F: 3 clusters Score -413281.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -413389.906250 Penalty: 2687.254639
	Iteration 5Q: 3 clusters Score -413389.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -413473.718750 Penalty: 2687.254639
	Iteration 6Q: 3 clusters Score -413473.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -413564.906250 Penalty: 2687.254639
	Iteration 7Q: 3 clusters Score -413564.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -413653.062500 Penalty: 2687.254639
	Iteration 8Q: 3 clusters Score -413653.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -413717.718750 Penalty: 2687.254639
	Iteration 9Q: 3 clusters Score -413717.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -413776.187500 Penalty: 2687.254639
	Iteration 10Q: 3 clusters Score -413776.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -413830.562500 Penalty: 2687.254639
	Iteration 11Q: 3 clusters Score -413830.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -413866.031250 Penalty: 2687.254639
	Iteration 12Q: 3 clusters Score -413866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -413898.812500 Penalty: 2687.254639
	Iteration 13Q: 3 clusters Score -413898.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -413924.562500 Penalty: 2687.254639
	Iteration 14Q: 3 clusters Score -413924.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -413954.406250 Penalty: 2687.254639
	Iteration 15Q: 3 clusters Score -413954.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -413976.281250 Penalty: 2687.254639
	Iteration 16Q: 3 clusters Score -413976.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -413988.937500 Penalty: 2687.254639
	Iteration 17Q: 3 clusters Score -413988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -413994.218750 Penalty: 2687.254639
	Iteration 18Q: 3 clusters Score -413994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -413999.062500 Penalty: 2687.254639
	Iteration 19Q: 3 clusters Score -413999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -414004.000000 Penalty: 2687.254639
	Iteration 20F: 3 clusters Score -414004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -414008.968750 Penalty: 2687.254639
	Iteration 21Q: 3 clusters Score -414009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -414013.093750 Penalty: 2687.254639
	Iteration 22Q: 3 clusters Score -414013.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -414015.750000 Penalty: 2687.254639
	Iteration 23Q: 3 clusters Score -414015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -414019.062500 Penalty: 2687.254639
	Iteration 24Q: 3 clusters Score -414019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -414021.812500 Penalty: 2687.254639
	Iteration 25Q: 3 clusters Score -414021.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -414025.781250 Penalty: 2687.254639
	Iteration 26Q: 3 clusters Score -414025.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -414030.062500 Penalty: 2687.254639
	Iteration 27Q: 3 clusters Score -414030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -414031.062500 Penalty: 2687.254639
	Iteration 28Q: 3 clusters Score -414031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -414033.906250 Penalty: 2687.254639
	Iteration 29Q: 3 clusters Score -414033.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -414036.187500 Penalty: 2687.254639
	Iteration 30Q: 3 clusters Score -414036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -414040.562500 Penalty: 2687.254639
	Iteration 31Q: 3 clusters Score -414040.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -414041.750000 Penalty: 2687.254639
	Iteration 32Q: 3 clusters Score -414041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -414042.937500 Penalty: 2687.254639
	Iteration 33Q: 3 clusters Score -414042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -414043.812500 Penalty: 2687.254639
	Iteration 34Q: 3 clusters Score -414043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -414045.656250 Penalty: 2687.254639
	Iteration 35Q: 3 clusters Score -414045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -414046.531250 Penalty: 2687.254639
	Iteration 36Q: 3 clusters Score -414046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -414046.531250 Penalty: 2687.254639
	Iteration 37F: 3 clusters Score -414046.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Entering Unmasked Estep 
Score: -7551948.000000 Penalty: 1810.672607
	Iteration 0F: 2 clusters Score -7551948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -7505574.500000 Penalty: 3621.345215
	Iteration 0F: 3 clusters Score -7505574 nChanged 32766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -7525300.500000 Penalty: 3621.345215
	Iteration 1F: 3 clusters Score -7525300 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -7526697.500000 Penalty: 3621.345215
	Iteration 2Q: 3 clusters Score -7526698 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -7528666.000000 Penalty: 3621.345215
	Iteration 3F: 3 clusters Score -7528666 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -7531389.500000 Penalty: 3621.345215
	Iteration 4F: 3 clusters Score -7531390 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -7534979.500000 Penalty: 3621.345215
	Iteration 5F: 3 clusters Score -7534980 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -7538649.000000 Penalty: 3621.345215
	Iteration 6F: 3 clusters Score -7538649 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -7541504.000000 Penalty: 3621.345215
	Iteration 7F: 3 clusters Score -7541504 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -7543498.500000 Penalty: 3621.345215
	Iteration 8Q: 3 clusters Score -7543498 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -7544887.500000 Penalty: 3621.345215
	Iteration 9Q: 3 clusters Score -7544888 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -7545939.500000 Penalty: 3621.345215
	Iteration 10Q: 3 clusters Score -7545940 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -7546741.000000 Penalty: 3621.345215
	Iteration 11Q: 3 clusters Score -7546741 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -7547425.500000 Penalty: 3621.345215
	Iteration 12Q: 3 clusters Score -7547426 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -7548071.000000 Penalty: 3621.345215
	Iteration 13Q: 3 clusters Score -7548071 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -7548589.500000 Penalty: 3621.345215
	Iteration 14Q: 3 clusters Score -7548590 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7549068.500000 Penalty: 3621.345215
	Iteration 15Q: 3 clusters Score -7549068 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7549359.000000 Penalty: 3621.345215
	Iteration 16Q: 3 clusters Score -7549359 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7549596.000000 Penalty: 3621.345215
	Iteration 17Q: 3 clusters Score -7549596 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7549775.500000 Penalty: 3621.345215
	Iteration 18Q: 3 clusters Score -7549776 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7549906.000000 Penalty: 3621.345215
	Iteration 19Q: 3 clusters Score -7549906 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7550007.000000 Penalty: 3621.345215
	Iteration 20F: 3 clusters Score -7550007 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7550091.500000 Penalty: 3621.345215
	Iteration 21Q: 3 clusters Score -7550092 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7550177.500000 Penalty: 3621.345215
	Iteration 22Q: 3 clusters Score -7550178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7550247.500000 Penalty: 3621.345215
	Iteration 23Q: 3 clusters Score -7550248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7550294.500000 Penalty: 3621.345215
	Iteration 24Q: 3 clusters Score -7550294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7550317.000000 Penalty: 3621.345215
	Iteration 25Q: 3 clusters Score -7550317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7550328.500000 Penalty: 3621.345215
	Iteration 26Q: 3 clusters Score -7550328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7550357.000000 Penalty: 3621.345215
	Iteration 27Q: 3 clusters Score -7550357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7550377.000000 Penalty: 3621.345215
	Iteration 28Q: 3 clusters Score -7550377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7550392.500000 Penalty: 3621.345215
	Iteration 29Q: 3 clusters Score -7550392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7550404.500000 Penalty: 3621.345215
	Iteration 30Q: 3 clusters Score -7550404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7550416.000000 Penalty: 3621.345215
	Iteration 31Q: 3 clusters Score -7550416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7550421.000000 Penalty: 3621.345215
	Iteration 32Q: 3 clusters Score -7550421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7550425.000000 Penalty: 3621.345215
	Iteration 33Q: 3 clusters Score -7550425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7550428.000000 Penalty: 3621.345215
	Iteration 34Q: 3 clusters Score -7550428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7550436.000000 Penalty: 3621.345215
	Iteration 35Q: 3 clusters Score -7550436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7550432.500000 Penalty: 3621.345215
	Iteration 36Q: 3 clusters Score -7550432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7550431.500000 Penalty: 3621.345215
	Iteration 37Q: 3 clusters Score -7550432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7550437.500000 Penalty: 3621.345215
	Iteration 38Q: 3 clusters Score -7550438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7550437.500000 Penalty: 3621.345215
	Iteration 39F: 3 clusters Score -7550438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Entering Unmasked Estep 
Score: -5305118.000000 Penalty: 1752.697144
	Iteration 0F: 2 clusters Score -5305118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -5272660.000000 Penalty: 3505.394287
	Iteration 0F: 3 clusters Score -5272660 nChanged 22687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -5285248.000000 Penalty: 3505.394287
	Iteration 1F: 3 clusters Score -5285248 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5285758.500000 Penalty: 3505.394287
	Iteration 2Q: 3 clusters Score -5285758 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5286295.500000 Penalty: 3505.394287
	Iteration 3Q: 3 clusters Score -5286296 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -5286908.500000 Penalty: 3505.394287
	Iteration 4Q: 3 clusters Score -5286908 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5287646.500000 Penalty: 3505.394287
	Iteration 5Q: 3 clusters Score -5287646 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -5288680.500000 Penalty: 3505.394287
	Iteration 6Q: 3 clusters Score -5288680 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5290093.500000 Penalty: 3505.394287
	Iteration 7Q: 3 clusters Score -5290094 nChanged 2687
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5291942 nChanged 2968
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5294160 nChanged 2843
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5295974 nChanged 2175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5296856 nChanged 1460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5297286 nChanged 865
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5297482 nChanged 633
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Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5297588 nChanged 515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5297690 nChanged 454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5297756 nChanged 451
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Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5297834 nChanged 424
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5297895 nChanged 416
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Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5297948 nChanged 399
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Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5297988 nChanged 385
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Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5298043 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5298102 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5298160 nChanged 349
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Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5298220 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5298266 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5298278 nChanged 337
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Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5298342 nChanged 323
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Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5298395 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5298444 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5298494 nChanged 313
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Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5298514 nChanged 296
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Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5298571 nChanged 295
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Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5298619 nChanged 283
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Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5298666 nChanged 269
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Mstep: Class 1 contains 23212 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5298690 nChanged 247
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Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5298730 nChanged 270
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Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5298776 nChanged 263
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Mstep: Class 1 contains 22648 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5298810 nChanged 283
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Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5298841 nChanged 239
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Mstep: Class 1 contains 22256 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5298866 nChanged 236
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Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5298864 nChanged 248
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Mstep: Class 1 contains 21886 members 
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	Iteration 42Q: 3 clusters Score -5298923 nChanged 252
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Mstep: Class 1 contains 21682 members 
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	Iteration 43Q: 3 clusters Score -5298964 nChanged 264
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Mstep: Class 1 contains 21462 members 
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	Iteration 44Q: 3 clusters Score -5298996 nChanged 253
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Mstep: Class 1 contains 21251 members 
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	Iteration 45Q: 3 clusters Score -5298998 nChanged 258
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Mstep: Class 1 contains 21029 members 
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	Iteration 46Q: 3 clusters Score -5299024 nChanged 266
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Mstep: Class 1 contains 20789 members 
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	Iteration 47Q: 3 clusters Score -5299066 nChanged 295
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Mstep: Class 1 contains 20516 members 
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	Iteration 48Q: 3 clusters Score -5299108 nChanged 296
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Mstep: Class 1 contains 20250 members 
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	Iteration 49Q: 3 clusters Score -5299128 nChanged 311
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Mstep: Class 1 contains 19975 members 
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	Iteration 50Q: 3 clusters Score -5299186 nChanged 332
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Mstep: Class 1 contains 19675 members 
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	Iteration 51Q: 3 clusters Score -5299250 nChanged 364
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Mstep: Class 1 contains 19367 members 
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	Iteration 52Q: 3 clusters Score -5299312 nChanged 372
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Mstep: Class 1 contains 19021 members 
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	Iteration 53Q: 3 clusters Score -5299363 nChanged 404
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Mstep: Class 1 contains 18635 members 
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	Iteration 54Q: 3 clusters Score -5299432 nChanged 427
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Mstep: Class 1 contains 18216 members 
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	Iteration 55Q: 3 clusters Score -5299548 nChanged 470
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Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 30579 members 
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	Iteration 56Q: 3 clusters Score -5299652 nChanged 468
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	Iteration 57Q: 3 clusters Score -5299729 nChanged 471
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Mstep: Class 1 contains 16819 members 
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	Iteration 58Q: 3 clusters Score -5299821 nChanged 504
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Mstep: Class 1 contains 16321 members 
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	Iteration 59Q: 3 clusters Score -5299933 nChanged 491
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Mstep: Class 1 contains 15832 members 
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	Iteration 60F: 3 clusters Score -5300018 nChanged 525
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Mstep: Class 1 contains 15315 members 
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	Iteration 61Q: 3 clusters Score -5300130 nChanged 515
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Mstep: Class 1 contains 14806 members 
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	Iteration 62Q: 3 clusters Score -5300204 nChanged 493
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Mstep: Class 1 contains 14315 members 
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	Iteration 63Q: 3 clusters Score -5300328 nChanged 470
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Mstep: Class 1 contains 13847 members 
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	Iteration 64Q: 3 clusters Score -5300430 nChanged 455
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	Iteration 65Q: 3 clusters Score -5300536 nChanged 476
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	Iteration 66Q: 3 clusters Score -5300606 nChanged 466
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	Iteration 67Q: 3 clusters Score -5300700 nChanged 499
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Mstep: Class 1 contains 11953 members 
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	Iteration 68Q: 3 clusters Score -5300823 nChanged 505
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Mstep: Class 1 contains 11450 members 
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	Iteration 69Q: 3 clusters Score -5300936 nChanged 514
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Mstep: Class 1 contains 10936 members 
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	Iteration 70Q: 3 clusters Score -5301058 nChanged 512
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Mstep: Class 1 contains 10424 members 
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	Iteration 71Q: 3 clusters Score -5301188 nChanged 513
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Mstep: Class 1 contains 9911 members 
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	Iteration 72Q: 3 clusters Score -5301298 nChanged 502
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Mstep: Class 1 contains 9409 members 
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	Iteration 73Q: 3 clusters Score -5301448 nChanged 519
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	Iteration 74Q: 3 clusters Score -5301570 nChanged 499
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Mstep: Class 1 contains 8391 members 
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	Iteration 75Q: 3 clusters Score -5301718 nChanged 513
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Mstep: Class 1 contains 7878 members 
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	Iteration 76Q: 3 clusters Score -5301833 nChanged 459
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Mstep: Class 1 contains 7421 members 
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	Iteration 77Q: 3 clusters Score -5301930 nChanged 388
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Mstep: Class 1 contains 7033 members 
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	Iteration 78Q: 3 clusters Score -5302014 nChanged 389
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	Iteration 79Q: 3 clusters Score -5302121 nChanged 378
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	Iteration 80F: 3 clusters Score -5302212 nChanged 347
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	Iteration 81Q: 3 clusters Score -5302279 nChanged 323
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	Iteration 82Q: 3 clusters Score -5302372 nChanged 340
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	Iteration 83Q: 3 clusters Score -5302462 nChanged 317
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	Iteration 84Q: 3 clusters Score -5302546 nChanged 322
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	Iteration 85Q: 3 clusters Score -5302650 nChanged 312
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	Iteration 86Q: 3 clusters Score -5302747 nChanged 301
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	Iteration 89Q: 3 clusters Score -5303048 nChanged 263
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	Iteration 90Q: 3 clusters Score -5303128 nChanged 251
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	Iteration 91Q: 3 clusters Score -5303238 nChanged 233
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	Iteration 92Q: 3 clusters Score -5303301 nChanged 191
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	Iteration 93Q: 3 clusters Score -5303380 nChanged 184
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	Iteration 94Q: 3 clusters Score -5303444 nChanged 160
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	Iteration 95Q: 3 clusters Score -5303502 nChanged 154
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	Iteration 96Q: 3 clusters Score -5303573 nChanged 125
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	Iteration 97Q: 3 clusters Score -5303638 nChanged 110
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	Iteration 98Q: 3 clusters Score -5303681 nChanged 89
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5303717 nChanged 75
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	Iteration 100F: 3 clusters Score -5303738 nChanged 64
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	Iteration 101Q: 3 clusters Score -5303775 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -5303783.500000 Penalty: 3505.394287
	Iteration 102Q: 3 clusters Score -5303784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -5303793.000000 Penalty: 3505.394287
	Iteration 103Q: 3 clusters Score -5303793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -5303808.500000 Penalty: 3505.394287
	Iteration 104Q: 3 clusters Score -5303808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -5303819.000000 Penalty: 3505.394287
	Iteration 105Q: 3 clusters Score -5303819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -5303847.000000 Penalty: 3505.394287
	Iteration 106Q: 3 clusters Score -5303847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -5303848.000000 Penalty: 3505.394287
	Iteration 107Q: 3 clusters Score -5303848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -5303862.000000 Penalty: 3505.394287
	Iteration 108Q: 3 clusters Score -5303862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -5303875.500000 Penalty: 3505.394287
	Iteration 109Q: 3 clusters Score -5303876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -5303866.500000 Penalty: 3505.394287
	Iteration 110Q: 3 clusters Score -5303866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -5303876.500000 Penalty: 3505.394287
	Iteration 111Q: 3 clusters Score -5303876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -5303883.000000 Penalty: 3505.394287
	Iteration 112Q: 3 clusters Score -5303883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -5303892.000000 Penalty: 3505.394287
	Iteration 113Q: 3 clusters Score -5303892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -5303888.000000 Penalty: 3505.394287
	Iteration 114Q: 3 clusters Score -5303888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -5303898.000000 Penalty: 3505.394287
	Iteration 115Q: 3 clusters Score -5303898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -5303906.000000 Penalty: 3505.394287
	Iteration 116Q: 3 clusters Score -5303906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -5303903.500000 Penalty: 3505.394287
	Iteration 117Q: 3 clusters Score -5303904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -5303911.000000 Penalty: 3505.394287
	Iteration 118Q: 3 clusters Score -5303911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -5303916.000000 Penalty: 3505.394287
	Iteration 119Q: 3 clusters Score -5303916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -5303915.500000 Penalty: 3505.394287
	Iteration 120F: 3 clusters Score -5303916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -5303913.000000 Penalty: 3505.394287
	Iteration 121Q: 3 clusters Score -5303913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -5303909.500000 Penalty: 3505.394287
	Iteration 122Q: 3 clusters Score -5303910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -5303911.500000 Penalty: 3505.394287
	Iteration 123Q: 3 clusters Score -5303912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -5303913.000000 Penalty: 3505.394287
	Iteration 124Q: 3 clusters Score -5303913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -5303917.500000 Penalty: 3505.394287
	Iteration 125Q: 3 clusters Score -5303918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -5303913.000000 Penalty: 3505.394287
	Iteration 126Q: 3 clusters Score -5303913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -5303915.500000 Penalty: 3505.394287
	Iteration 127Q: 3 clusters Score -5303916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -5303920.500000 Penalty: 3505.394287
	Iteration 128Q: 3 clusters Score -5303920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -5303919.000000 Penalty: 3505.394287
	Iteration 129Q: 3 clusters Score -5303919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -5303919.000000 Penalty: 3505.394287
	Iteration 130F: 3 clusters Score -5303919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167967 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174482 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 14 contains 70058 members 
Mstep: Class 17 contains 181028 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69051 members 
Mstep: Class 22 contains 48331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852904.000000 Penalty: 33373.367188
Iteration 239Q: 16 clusters Score -9.38529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43481 members 
Mstep: Class 3 contains 71662 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167971 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174482 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 14 contains 70057 members 
Mstep: Class 17 contains 181023 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69052 members 
Mstep: Class 22 contains 48331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852912.000000 Penalty: 33373.367188
Iteration 240F: 16 clusters Score -9.385291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43480 members 
Mstep: Class 3 contains 71659 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167970 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174480 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 14 contains 70059 members 
Mstep: Class 17 contains 181023 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69057 members 
Mstep: Class 22 contains 48331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852872.000000 Penalty: 33373.367188
Iteration 241Q: 16 clusters Score -9.385287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43477 members 
Mstep: Class 3 contains 71657 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174477 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 14 contains 70060 members 
Mstep: Class 17 contains 181021 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69064 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852880.000000 Penalty: 33373.367188
Iteration 242Q: 16 clusters Score -9.385288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43475 members 
Mstep: Class 3 contains 71653 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167977 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174476 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70060 members 
Mstep: Class 17 contains 181019 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69071 members 
Mstep: Class 22 contains 48329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852856.000000 Penalty: 33373.367188
Iteration 243Q: 16 clusters Score -9.385286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43474 members 
Mstep: Class 3 contains 71649 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167980 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174474 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70062 members 
Mstep: Class 17 contains 181013 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69078 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852920.000000 Penalty: 33373.367188
Iteration 244Q: 16 clusters Score -9.385292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43473 members 
Mstep: Class 3 contains 71642 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167980 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174472 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70064 members 
Mstep: Class 17 contains 181009 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69090 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852888.000000 Penalty: 33373.367188
Iteration 245Q: 16 clusters Score -9.385289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43470 members 
Mstep: Class 3 contains 71637 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167982 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174472 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70063 members 
Mstep: Class 17 contains 181010 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69097 members 
Mstep: Class 22 contains 48329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852896.000000 Penalty: 33373.367188
Iteration 246Q: 16 clusters Score -9.38529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 71632 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167984 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174474 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70061 members 
Mstep: Class 17 contains 181008 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69105 members 
Mstep: Class 22 contains 48328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852848.000000 Penalty: 33373.367188
Iteration 247Q: 16 clusters Score -9.385285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 71630 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167986 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174475 members 
Mstep: Class 10 contains 42491 members 
Mstep: Class 14 contains 70059 members 
Mstep: Class 17 contains 181000 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69116 members 
Mstep: Class 22 contains 48327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852848.000000 Penalty: 33373.367188
Iteration 248Q: 16 clusters Score -9.385285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 71627 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167990 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174475 members 
Mstep: Class 10 contains 42491 members 
Mstep: Class 14 contains 70059 members 
Mstep: Class 17 contains 180995 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69121 members 
Mstep: Class 22 contains 48326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852880.000000 Penalty: 33373.367188
Iteration 249Q: 16 clusters Score -9.385288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43468 members 
Mstep: Class 3 contains 71629 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167990 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 9 contains 174470 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70058 members 
Mstep: Class 17 contains 180993 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69125 members 
Mstep: Class 22 contains 48328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852936.000000 Penalty: 33373.367188
Iteration 250Q: 16 clusters Score -9.385294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43467 members 
Mstep: Class 3 contains 71631 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167987 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174469 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70058 members 
Mstep: Class 17 contains 180988 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69129 members 
Mstep: Class 22 contains 48331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852920.000000 Penalty: 33373.367188
Iteration 251Q: 16 clusters Score -9.385292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43464 members 
Mstep: Class 3 contains 71634 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167984 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174469 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70059 members 
Mstep: Class 17 contains 180986 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69134 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852944.000000 Penalty: 33373.367188
Iteration 252Q: 16 clusters Score -9.385294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43459 members 
Mstep: Class 3 contains 71632 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167981 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174467 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70062 members 
Mstep: Class 17 contains 180989 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69140 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852912.000000 Penalty: 33373.367188
Iteration 253Q: 16 clusters Score -9.385291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43458 members 
Mstep: Class 3 contains 71634 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167981 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174466 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70062 members 
Mstep: Class 17 contains 180985 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69144 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852864.000000 Penalty: 33373.367188
Iteration 254Q: 16 clusters Score -9.385286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43456 members 
Mstep: Class 3 contains 71633 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167979 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174465 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70063 members 
Mstep: Class 17 contains 180986 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69148 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852904.000000 Penalty: 33373.367188
Iteration 255Q: 16 clusters Score -9.38529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 71635 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167976 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70063 members 
Mstep: Class 17 contains 180989 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69150 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852936.000000 Penalty: 33373.367188
Iteration 256Q: 16 clusters Score -9.385294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 71638 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167974 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70064 members 
Mstep: Class 17 contains 180985 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69152 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852920.000000 Penalty: 33373.367188
Iteration 257Q: 16 clusters Score -9.385292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 71638 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167970 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174466 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70064 members 
Mstep: Class 17 contains 180984 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69153 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852880.000000 Penalty: 33373.367188
Iteration 258Q: 16 clusters Score -9.385288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 71639 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167971 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174465 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70064 members 
Mstep: Class 17 contains 180982 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69154 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852864.000000 Penalty: 33373.367188
Iteration 259Q: 16 clusters Score -9.385286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 71640 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167971 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174464 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70064 members 
Mstep: Class 17 contains 180981 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69155 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852864.000000 Penalty: 33373.367188
Iteration 260F: 16 clusters Score -9.385286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 71642 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167972 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 14 contains 70064 members 
Mstep: Class 17 contains 180979 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852864.000000 Penalty: 33373.367188
Iteration 261Q: 16 clusters Score -9.385286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43454 members 
Mstep: Class 3 contains 71643 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167975 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174458 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70065 members 
Mstep: Class 17 contains 180978 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852808.000000 Penalty: 33373.367188
Iteration 262Q: 16 clusters Score -9.385281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43453 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174460 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70065 members 
Mstep: Class 17 contains 180978 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852808.000000 Penalty: 33373.367188
Iteration 263Q: 16 clusters Score -9.385281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43452 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167974 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174459 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70065 members 
Mstep: Class 17 contains 180979 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852784.000000 Penalty: 33373.367188
Iteration 264Q: 16 clusters Score -9.385278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174461 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70065 members 
Mstep: Class 17 contains 180979 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852824.000000 Penalty: 33373.367188
Iteration 265Q: 16 clusters Score -9.385282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167972 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174463 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70066 members 
Mstep: Class 17 contains 180977 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852848.000000 Penalty: 33373.367188
Iteration 266Q: 16 clusters Score -9.385285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70067 members 
Mstep: Class 17 contains 180976 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852848.000000 Penalty: 33373.367188
Iteration 267Q: 16 clusters Score -9.385285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174463 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70067 members 
Mstep: Class 17 contains 180975 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852848.000000 Penalty: 33373.367188
Iteration 268Q: 16 clusters Score -9.385285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70067 members 
Mstep: Class 17 contains 180976 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852840.000000 Penalty: 33373.367188
Iteration 269Q: 16 clusters Score -9.385284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70067 members 
Mstep: Class 17 contains 180976 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852824.000000 Penalty: 33373.367188
Iteration 270Q: 16 clusters Score -9.385282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70068 members 
Mstep: Class 17 contains 180975 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852840.000000 Penalty: 33373.367188
Iteration 271Q: 16 clusters Score -9.385284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70068 members 
Mstep: Class 17 contains 180975 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93852840.000000 Penalty: 33373.367188
Iteration 272F: 16 clusters Score -9.385284e+07 nChanged 0
Entering ConstructFrom: 
Score: -93852840.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -256004.750000 Penalty: 1260.867920
	Iteration 0F: 2 clusters Score -256004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -253721.546875 Penalty: 2521.735840
	Iteration 0F: 3 clusters Score -253721.5 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -254272.125000 Penalty: 2521.735840
	Iteration 1F: 3 clusters Score -254272.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -254403.828125 Penalty: 2521.735840
	Iteration 2F: 3 clusters Score -254403.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254475.609375 Penalty: 2521.735840
	Iteration 3Q: 3 clusters Score -254475.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -254525.046875 Penalty: 2521.735840
	Iteration 4Q: 3 clusters Score -254525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -254556.171875 Penalty: 2521.735840
	Iteration 5Q: 3 clusters Score -254556.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -254586.781250 Penalty: 2521.735840
	Iteration 6Q: 3 clusters Score -254586.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -254620.468750 Penalty: 2521.735840
	Iteration 7Q: 3 clusters Score -254620.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -254654.812500 Penalty: 2521.735840
	Iteration 8Q: 3 clusters Score -254654.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -254685.781250 Penalty: 2521.735840
	Iteration 9Q: 3 clusters Score -254685.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -254710.890625 Penalty: 2521.735840
	Iteration 10Q: 3 clusters Score -254710.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -254742.203125 Penalty: 2521.735840
	Iteration 11Q: 3 clusters Score -254742.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -254772.968750 Penalty: 2521.735840
	Iteration 12Q: 3 clusters Score -254773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -254795.328125 Penalty: 2521.735840
	Iteration 13Q: 3 clusters Score -254795.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -254813.406250 Penalty: 2521.735840
	Iteration 14Q: 3 clusters Score -254813.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -254826.187500 Penalty: 2521.735840
	Iteration 15Q: 3 clusters Score -254826.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -254837.937500 Penalty: 2521.735840
	Iteration 16Q: 3 clusters Score -254837.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -254851.093750 Penalty: 2521.735840
	Iteration 17Q: 3 clusters Score -254851.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -254860.734375 Penalty: 2521.735840
	Iteration 18Q: 3 clusters Score -254860.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -254870.500000 Penalty: 2521.735840
	Iteration 19Q: 3 clusters Score -254870.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -254883.531250 Penalty: 2521.735840
	Iteration 20F: 3 clusters Score -254883.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -254896.109375 Penalty: 2521.735840
	Iteration 21Q: 3 clusters Score -254896.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -254905.843750 Penalty: 2521.735840
	Iteration 22Q: 3 clusters Score -254905.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -254922.406250 Penalty: 2521.735840
	Iteration 23Q: 3 clusters Score -254922.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -254935.296875 Penalty: 2521.735840
	Iteration 24Q: 3 clusters Score -254935.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -254944.437500 Penalty: 2521.735840
	Iteration 25Q: 3 clusters Score -254944.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -254950.781250 Penalty: 2521.735840
	Iteration 26Q: 3 clusters Score -254950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -254954.750000 Penalty: 2521.735840
	Iteration 27Q: 3 clusters Score -254954.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -254960.640625 Penalty: 2521.735840
	Iteration 28Q: 3 clusters Score -254960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -254965.078125 Penalty: 2521.735840
	Iteration 29Q: 3 clusters Score -254965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -254967.906250 Penalty: 2521.735840
	Iteration 30Q: 3 clusters Score -254967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -254967.750000 Penalty: 2521.735840
	Iteration 31Q: 3 clusters Score -254967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -254969.171875 Penalty: 2521.735840
	Iteration 32Q: 3 clusters Score -254969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -254970.484375 Penalty: 2521.735840
	Iteration 33Q: 3 clusters Score -254970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -254972.828125 Penalty: 2521.735840
	Iteration 34Q: 3 clusters Score -254972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -254975.750000 Penalty: 2521.735840
	Iteration 35Q: 3 clusters Score -254975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -254978.890625 Penalty: 2521.735840
	Iteration 36Q: 3 clusters Score -254978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -254981.343750 Penalty: 2521.735840
	Iteration 37Q: 3 clusters Score -254981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -254983.828125 Penalty: 2521.735840
	Iteration 38Q: 3 clusters Score -254983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -254987.375000 Penalty: 2521.735840
	Iteration 39Q: 3 clusters Score -254987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -254990.375000 Penalty: 2521.735840
	Iteration 40F: 3 clusters Score -254990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -254992.859375 Penalty: 2521.735840
	Iteration 41Q: 3 clusters Score -254992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -254994.031250 Penalty: 2521.735840
	Iteration 42Q: 3 clusters Score -254994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -254994.687500 Penalty: 2521.735840
	Iteration 43Q: 3 clusters Score -254994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -254995.421875 Penalty: 2521.735840
	Iteration 44Q: 3 clusters Score -254995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -254996.406250 Penalty: 2521.735840
	Iteration 45Q: 3 clusters Score -254996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -254997.671875 Penalty: 2521.735840
	Iteration 46Q: 3 clusters Score -254997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -254998.187500 Penalty: 2521.735840
	Iteration 47Q: 3 clusters Score -254998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -254999.093750 Penalty: 2521.735840
	Iteration 48Q: 3 clusters Score -254999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -255000.468750 Penalty: 2521.735840
	Iteration 49Q: 3 clusters Score -255000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -255000.734375 Penalty: 2521.735840
	Iteration 50Q: 3 clusters Score -255000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -255001.546875 Penalty: 2521.735840
	Iteration 51Q: 3 clusters Score -255001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -255002.593750 Penalty: 2521.735840
	Iteration 52Q: 3 clusters Score -255002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -255004.625000 Penalty: 2521.735840
	Iteration 53Q: 3 clusters Score -255004.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -255008.546875 Penalty: 2521.735840
	Iteration 54Q: 3 clusters Score -255008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -255009.609375 Penalty: 2521.735840
	Iteration 55Q: 3 clusters Score -255009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -255011.453125 Penalty: 2521.735840
	Iteration 56Q: 3 clusters Score -255011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -255011.578125 Penalty: 2521.735840
	Iteration 57Q: 3 clusters Score -255011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -255011.578125 Penalty: 2521.735840
	Iteration 58F: 3 clusters Score -255011.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Entering Unmasked Estep 
Score: -4577702.000000 Penalty: 1735.400757
	Iteration 0F: 2 clusters Score -4577702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -4548645.000000 Penalty: 3470.801514
	Iteration 0F: 3 clusters Score -4548645 nChanged 20288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4560003.500000 Penalty: 3470.801514
	Iteration 1F: 3 clusters Score -4560004 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4560537.000000 Penalty: 3470.801514
	Iteration 2Q: 3 clusters Score -4560537 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4561162.000000 Penalty: 3470.801514
	Iteration 3Q: 3 clusters Score -4561162 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4561957.000000 Penalty: 3470.801514
	Iteration 4Q: 3 clusters Score -4561957 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4563127.500000 Penalty: 3470.801514
	Iteration 5F: 3 clusters Score -4563128 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4564549.000000 Penalty: 3470.801514
	Iteration 6F: 3 clusters Score -4564549 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -4566282.500000 Penalty: 3470.801514
	Iteration 7F: 3 clusters Score -4566282 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4568006.500000 Penalty: 3470.801514
	Iteration 8F: 3 clusters Score -4568006 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4569647.000000 Penalty: 3470.801514
	Iteration 9F: 3 clusters Score -4569647 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4571186.500000 Penalty: 3470.801514
	Iteration 10Q: 3 clusters Score -4571186 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4572639.500000 Penalty: 3470.801514
	Iteration 11Q: 3 clusters Score -4572640 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4573726.500000 Penalty: 3470.801514
	Iteration 12Q: 3 clusters Score -4573726 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4574539.500000 Penalty: 3470.801514
	Iteration 13Q: 3 clusters Score -4574540 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4575168.500000 Penalty: 3470.801514
	Iteration 14Q: 3 clusters Score -4575168 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4575639.500000 Penalty: 3470.801514
	Iteration 15Q: 3 clusters Score -4575640 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4575941.500000 Penalty: 3470.801514
	Iteration 16Q: 3 clusters Score -4575942 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4576204.500000 Penalty: 3470.801514
	Iteration 17Q: 3 clusters Score -4576204 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4576403.500000 Penalty: 3470.801514
	Iteration 18Q: 3 clusters Score -4576404 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4576509.500000 Penalty: 3470.801514
	Iteration 19Q: 3 clusters Score -4576510 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4576568.500000 Penalty: 3470.801514
	Iteration 20F: 3 clusters Score -4576568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4576611.500000 Penalty: 3470.801514
	Iteration 21Q: 3 clusters Score -4576612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4576635.500000 Penalty: 3470.801514
	Iteration 22Q: 3 clusters Score -4576636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4576665.000000 Penalty: 3470.801514
	Iteration 23Q: 3 clusters Score -4576665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4576669.500000 Penalty: 3470.801514
	Iteration 24Q: 3 clusters Score -4576670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4576681.500000 Penalty: 3470.801514
	Iteration 25Q: 3 clusters Score -4576682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4576698.000000 Penalty: 3470.801514
	Iteration 26Q: 3 clusters Score -4576698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4576693.000000 Penalty: 3470.801514
	Iteration 27Q: 3 clusters Score -4576693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4576710.000000 Penalty: 3470.801514
	Iteration 28Q: 3 clusters Score -4576710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4576713.500000 Penalty: 3470.801514
	Iteration 29Q: 3 clusters Score -4576714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4576722.500000 Penalty: 3470.801514
	Iteration 30Q: 3 clusters Score -4576722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4576727.500000 Penalty: 3470.801514
	Iteration 31Q: 3 clusters Score -4576728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4576727.500000 Penalty: 3470.801514
	Iteration 32Q: 3 clusters Score -4576728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4576723.000000 Penalty: 3470.801514
	Iteration 33Q: 3 clusters Score -4576723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4576730.000000 Penalty: 3470.801514
	Iteration 34Q: 3 clusters Score -4576730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4576733.500000 Penalty: 3470.801514
	Iteration 35Q: 3 clusters Score -4576734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4576735.000000 Penalty: 3470.801514
	Iteration 36Q: 3 clusters Score -4576735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4576732.500000 Penalty: 3470.801514
	Iteration 37Q: 3 clusters Score -4576732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4576732.500000 Penalty: 3470.801514
	Iteration 38F: 3 clusters Score -4576732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (71644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Entering Unmasked Estep 
Score: -7828717.000000 Penalty: 1816.662964
	Iteration 0F: 2 clusters Score -7828717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -7780907.500000 Penalty: 3633.325928
	Iteration 0F: 3 clusters Score -7780908 nChanged 33879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7800416.000000 Penalty: 3633.325928
	Iteration 1F: 3 clusters Score -7800416 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -7800982.500000 Penalty: 3633.325928
	Iteration 2Q: 3 clusters Score -7800982 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -7801741.500000 Penalty: 3633.325928
	Iteration 3Q: 3 clusters Score -7801742 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -7802903.500000 Penalty: 3633.325928
	Iteration 4Q: 3 clusters Score -7802904 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -7804948.500000 Penalty: 3633.325928
	Iteration 5F: 3 clusters Score -7804948 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -7808196.000000 Penalty: 3633.325928
	Iteration 6F: 3 clusters Score -7808196 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -7812701.500000 Penalty: 3633.325928
	Iteration 7F: 3 clusters Score -7812702 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -7817636.000000 Penalty: 3633.325928
	Iteration 8F: 3 clusters Score -7817636 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -7821329.000000 Penalty: 3633.325928
	Iteration 9F: 3 clusters Score -7821329 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -7823235.500000 Penalty: 3633.325928
	Iteration 10Q: 3 clusters Score -7823236 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -7824095.500000 Penalty: 3633.325928
	Iteration 11Q: 3 clusters Score -7824096 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -7824510.500000 Penalty: 3633.325928
	Iteration 12Q: 3 clusters Score -7824510 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -7824845.000000 Penalty: 3633.325928
	Iteration 13Q: 3 clusters Score -7824845 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -7825085.000000 Penalty: 3633.325928
	Iteration 14Q: 3 clusters Score -7825085 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -7825300.500000 Penalty: 3633.325928
	Iteration 15Q: 3 clusters Score -7825300 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -7825534.500000 Penalty: 3633.325928
	Iteration 16Q: 3 clusters Score -7825534 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -7825755.000000 Penalty: 3633.325928
	Iteration 17Q: 3 clusters Score -7825755 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -7825947.000000 Penalty: 3633.325928
	Iteration 18Q: 3 clusters Score -7825947 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -7826102.500000 Penalty: 3633.325928
	Iteration 19Q: 3 clusters Score -7826102 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -7826308.000000 Penalty: 3633.325928
	Iteration 20F: 3 clusters Score -7826308 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -7826464.500000 Penalty: 3633.325928
	Iteration 21Q: 3 clusters Score -7826464 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -7826581.500000 Penalty: 3633.325928
	Iteration 22Q: 3 clusters Score -7826582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -7826703.000000 Penalty: 3633.325928
	Iteration 23Q: 3 clusters Score -7826703 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -7826804.500000 Penalty: 3633.325928
	Iteration 24Q: 3 clusters Score -7826804 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -7826921.000000 Penalty: 3633.325928
	Iteration 25Q: 3 clusters Score -7826921 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -7826997.500000 Penalty: 3633.325928
	Iteration 26Q: 3 clusters Score -7826998 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -7827050.000000 Penalty: 3633.325928
	Iteration 27Q: 3 clusters Score -7827050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -7827121.500000 Penalty: 3633.325928
	Iteration 28Q: 3 clusters Score -7827122 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -7827138.500000 Penalty: 3633.325928
	Iteration 29Q: 3 clusters Score -7827138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -7827170.000000 Penalty: 3633.325928
	Iteration 30Q: 3 clusters Score -7827170 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -7827191.000000 Penalty: 3633.325928
	Iteration 31Q: 3 clusters Score -7827191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -7827210.000000 Penalty: 3633.325928
	Iteration 32Q: 3 clusters Score -7827210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -7827226.500000 Penalty: 3633.325928
	Iteration 33Q: 3 clusters Score -7827226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -7827238.500000 Penalty: 3633.325928
	Iteration 34Q: 3 clusters Score -7827238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -7827244.000000 Penalty: 3633.325928
	Iteration 35Q: 3 clusters Score -7827244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -7827258.000000 Penalty: 3633.325928
	Iteration 36Q: 3 clusters Score -7827258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -7827279.500000 Penalty: 3633.325928
	Iteration 37Q: 3 clusters Score -7827280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -7827288.000000 Penalty: 3633.325928
	Iteration 38Q: 3 clusters Score -7827288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -7827305.500000 Penalty: 3633.325928
	Iteration 39Q: 3 clusters Score -7827306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -7827299.000000 Penalty: 3633.325928
	Iteration 40F: 3 clusters Score -7827299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -7827300.500000 Penalty: 3633.325928
	Iteration 41Q: 3 clusters Score -7827300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -7827316.000000 Penalty: 3633.325928
	Iteration 42Q: 3 clusters Score -7827316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -7827329.500000 Penalty: 3633.325928
	Iteration 43Q: 3 clusters Score -7827330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -7827332.500000 Penalty: 3633.325928
	Iteration 44Q: 3 clusters Score -7827332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -7827345.000000 Penalty: 3633.325928
	Iteration 45Q: 3 clusters Score -7827345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -7827344.000000 Penalty: 3633.325928
	Iteration 46Q: 3 clusters Score -7827344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -7827352.000000 Penalty: 3633.325928
	Iteration 47Q: 3 clusters Score -7827352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -7827350.500000 Penalty: 3633.325928
	Iteration 48Q: 3 clusters Score -7827350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -7827350.000000 Penalty: 3633.325928
	Iteration 49Q: 3 clusters Score -7827350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -7827355.500000 Penalty: 3633.325928
	Iteration 50Q: 3 clusters Score -7827356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -7827349.500000 Penalty: 3633.325928
	Iteration 51Q: 3 clusters Score -7827350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -7827350.500000 Penalty: 3633.325928
	Iteration 52Q: 3 clusters Score -7827350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -7827358.000000 Penalty: 3633.325928
	Iteration 53Q: 3 clusters Score -7827358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -7827355.500000 Penalty: 3633.325928
	Iteration 54Q: 3 clusters Score -7827356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -7827358.000000 Penalty: 3633.325928
	Iteration 55Q: 3 clusters Score -7827358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -7827353.500000 Penalty: 3633.325928
	Iteration 56Q: 3 clusters Score -7827354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -7827358.500000 Penalty: 3633.325928
	Iteration 57Q: 3 clusters Score -7827358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -7827362.000000 Penalty: 3633.325928
	Iteration 58Q: 3 clusters Score -7827362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -7827367.000000 Penalty: 3633.325928
	Iteration 59Q: 3 clusters Score -7827367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -7827371.000000 Penalty: 3633.325928
	Iteration 60F: 3 clusters Score -7827371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -7827366.500000 Penalty: 3633.325928
	Iteration 61Q: 3 clusters Score -7827366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -7827363.500000 Penalty: 3633.325928
	Iteration 62Q: 3 clusters Score -7827364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -7827362.000000 Penalty: 3633.325928
	Iteration 63Q: 3 clusters Score -7827362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -7827363.500000 Penalty: 3633.325928
	Iteration 64Q: 3 clusters Score -7827364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 70605 members 
Entering Unmasked Estep 
Score: -7827367.500000 Penalty: 3633.325928
	Iteration 65Q: 3 clusters Score -7827368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -7827366.500000 Penalty: 3633.325928
	Iteration 66Q: 3 clusters Score -7827366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 70612 members 
Entering Unmasked Estep 
Score: -7827365.500000 Penalty: 3633.325928
	Iteration 67Q: 3 clusters Score -7827366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -7827371.000000 Penalty: 3633.325928
	Iteration 68Q: 3 clusters Score -7827371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -7827368.000000 Penalty: 3633.325928
	Iteration 69Q: 3 clusters Score -7827368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -7827367.000000 Penalty: 3633.325928
	Iteration 70Q: 3 clusters Score -7827367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 70623 members 
Entering Unmasked Estep 
Score: -7827367.500000 Penalty: 3633.325928
	Iteration 71Q: 3 clusters Score -7827368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -7827365.500000 Penalty: 3633.325928
	Iteration 72Q: 3 clusters Score -7827366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -7827365.500000 Penalty: 3633.325928
	Iteration 73F: 3 clusters Score -7827366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34706.222656 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -34706.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33812.136719 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -33812.14 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34024.140625 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -34024.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34105.871094 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -34105.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34157.265625 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -34157.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34214.707031 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -34214.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34237.066406 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -34237.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34241.242188 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -34241.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34243.652344 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -34243.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34243.652344 Penalty: 1936.488037
	Iteration 8F: 3 clusters Score -34243.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -107542.414062 Penalty: 1131.979004
	Iteration 0F: 2 clusters Score -107542.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106057.757812 Penalty: 2263.958008
	Iteration 0F: 3 clusters Score -106057.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106334.726562 Penalty: 2263.958008
	Iteration 1F: 3 clusters Score -106334.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106426.414062 Penalty: 2263.958008
	Iteration 2F: 3 clusters Score -106426.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106515.742188 Penalty: 2263.958008
	Iteration 3F: 3 clusters Score -106515.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106614.914062 Penalty: 2263.958008
	Iteration 4Q: 3 clusters Score -106614.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106784.960938 Penalty: 2263.958008
	Iteration 5F: 3 clusters Score -106785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -107009.398438 Penalty: 2263.958008
	Iteration 6F: 3 clusters Score -107009.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107286.375000 Penalty: 2263.958008
	Iteration 7F: 3 clusters Score -107286.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107498.921875 Penalty: 2263.958008
	Iteration 8F: 3 clusters Score -107498.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107599.570312 Penalty: 2263.958008
	Iteration 9Q: 3 clusters Score -107599.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107641.500000 Penalty: 2263.958008
	Iteration 10Q: 3 clusters Score -107641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107652.109375 Penalty: 2263.958008
	Iteration 11Q: 3 clusters Score -107652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -107661.242188 Penalty: 2263.958008
	Iteration 12Q: 3 clusters Score -107661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107666.960938 Penalty: 2263.958008
	Iteration 13Q: 3 clusters Score -107667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107670.335938 Penalty: 2263.958008
	Iteration 14Q: 3 clusters Score -107670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107672.296875 Penalty: 2263.958008
	Iteration 15Q: 3 clusters Score -107672.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107672.296875 Penalty: 2263.958008
	Iteration 16F: 3 clusters Score -107672.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70068 members 
Mstep: Class 17 contains 180975 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
Score: -93851856.000000 Penalty: 35598.257812
Splitting cluster 5 changes total score from -93852840.000000 to -93851856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (167973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Entering Unmasked Estep 
Score: -18189602.000000 Penalty: 1955.128296
	Iteration 0F: 2 clusters Score -1.81896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -18077204.000000 Penalty: 3910.256592
	Iteration 0F: 3 clusters Score -1.80772e+07 nChanged 81052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -18125286.000000 Penalty: 3910.256592
	Iteration 1F: 3 clusters Score -1.812529e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -18126634.000000 Penalty: 3910.256592
	Iteration 2Q: 3 clusters Score -1.812663e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -18128534.000000 Penalty: 3910.256592
	Iteration 3Q: 3 clusters Score -1.812853e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -18131492.000000 Penalty: 3910.256592
	Iteration 4Q: 3 clusters Score -1.813149e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -18135688.000000 Penalty: 3910.256592
	Iteration 5F: 3 clusters Score -1.813569e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -18141586.000000 Penalty: 3910.256592
	Iteration 6F: 3 clusters Score -1.814159e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -18149062.000000 Penalty: 3910.256592
	Iteration 7F: 3 clusters Score -1.814906e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -18158228.000000 Penalty: 3910.256592
	Iteration 8F: 3 clusters Score -1.815823e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 124714 members 
Entering Unmasked Estep 
Score: -18166876.000000 Penalty: 3910.256592
	Iteration 9F: 3 clusters Score -1.816688e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 129987 members 
Entering Unmasked Estep 
Score: -18172696.000000 Penalty: 3910.256592
	Iteration 10Q: 3 clusters Score -1.81727e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 133598 members 
Entering Unmasked Estep 
Score: -18175718.000000 Penalty: 3910.256592
	Iteration 11Q: 3 clusters Score -1.817572e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 136513 members 
Entering Unmasked Estep 
Score: -18177418.000000 Penalty: 3910.256592
	Iteration 12Q: 3 clusters Score -1.817742e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 139035 members 
Entering Unmasked Estep 
Score: -18178696.000000 Penalty: 3910.256592
	Iteration 13Q: 3 clusters Score -1.81787e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 141391 members 
Entering Unmasked Estep 
Score: -18179704.000000 Penalty: 3910.256592
	Iteration 14Q: 3 clusters Score -1.81797e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 143510 members 
Entering Unmasked Estep 
Score: -18180420.000000 Penalty: 3910.256592
	Iteration 15Q: 3 clusters Score -1.818042e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 145533 members 
Entering Unmasked Estep 
Score: -18181214.000000 Penalty: 3910.256592
	Iteration 16Q: 3 clusters Score -1.818121e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 147502 members 
Entering Unmasked Estep 
Score: -18181880.000000 Penalty: 3910.256592
	Iteration 17Q: 3 clusters Score -1.818188e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 149375 members 
Entering Unmasked Estep 
Score: -18182484.000000 Penalty: 3910.256592
	Iteration 18Q: 3 clusters Score -1.818248e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 151176 members 
Entering Unmasked Estep 
Score: -18183248.000000 Penalty: 3910.256592
	Iteration 19Q: 3 clusters Score -1.818325e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 152876 members 
Entering Unmasked Estep 
Score: -18183850.000000 Penalty: 3910.256592
	Iteration 20F: 3 clusters Score -1.818385e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 154359 members 
Entering Unmasked Estep 
Score: -18184382.000000 Penalty: 3910.256592
	Iteration 21Q: 3 clusters Score -1.818438e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 155736 members 
Entering Unmasked Estep 
Score: -18184896.000000 Penalty: 3910.256592
	Iteration 22Q: 3 clusters Score -1.81849e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -18185246.000000 Penalty: 3910.256592
	Iteration 23Q: 3 clusters Score -1.818525e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 158196 members 
Entering Unmasked Estep 
Score: -18185584.000000 Penalty: 3910.256592
	Iteration 24Q: 3 clusters Score -1.818558e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -18185936.000000 Penalty: 3910.256592
	Iteration 25Q: 3 clusters Score -1.818594e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 160261 members 
Entering Unmasked Estep 
Score: -18186340.000000 Penalty: 3910.256592
	Iteration 26Q: 3 clusters Score -1.818634e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 161163 members 
Entering Unmasked Estep 
Score: -18186702.000000 Penalty: 3910.256592
	Iteration 27Q: 3 clusters Score -1.81867e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -18186998.000000 Penalty: 3910.256592
	Iteration 28Q: 3 clusters Score -1.8187e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -18187204.000000 Penalty: 3910.256592
	Iteration 29Q: 3 clusters Score -1.81872e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -18187478.000000 Penalty: 3910.256592
	Iteration 30Q: 3 clusters Score -1.818748e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 163736 members 
Entering Unmasked Estep 
Score: -18187640.000000 Penalty: 3910.256592
	Iteration 31Q: 3 clusters Score -1.818764e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -18187748.000000 Penalty: 3910.256592
	Iteration 32Q: 3 clusters Score -1.818775e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 164518 members 
Entering Unmasked Estep 
Score: -18187848.000000 Penalty: 3910.256592
	Iteration 33Q: 3 clusters Score -1.818785e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 164816 members 
Entering Unmasked Estep 
Score: -18187900.000000 Penalty: 3910.256592
	Iteration 34Q: 3 clusters Score -1.81879e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 165087 members 
Entering Unmasked Estep 
Score: -18187962.000000 Penalty: 3910.256592
	Iteration 35Q: 3 clusters Score -1.818796e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 165297 members 
Entering Unmasked Estep 
Score: -18188000.000000 Penalty: 3910.256592
	Iteration 36Q: 3 clusters Score -1.8188e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 165488 members 
Entering Unmasked Estep 
Score: -18188018.000000 Penalty: 3910.256592
	Iteration 37Q: 3 clusters Score -1.818802e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 165663 members 
Entering Unmasked Estep 
Score: -18188090.000000 Penalty: 3910.256592
	Iteration 38Q: 3 clusters Score -1.818809e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -18188092.000000 Penalty: 3910.256592
	Iteration 39Q: 3 clusters Score -1.818809e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 165928 members 
Entering Unmasked Estep 
Score: -18188118.000000 Penalty: 3910.256592
	Iteration 40F: 3 clusters Score -1.818812e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 166039 members 
Entering Unmasked Estep 
Score: -18188142.000000 Penalty: 3910.256592
	Iteration 41Q: 3 clusters Score -1.818814e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 166129 members 
Entering Unmasked Estep 
Score: -18188146.000000 Penalty: 3910.256592
	Iteration 42Q: 3 clusters Score -1.818815e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 166200 members 
Entering Unmasked Estep 
Score: -18188146.000000 Penalty: 3910.256592
	Iteration 43Q: 3 clusters Score -1.818815e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 166265 members 
Entering Unmasked Estep 
Score: -18188148.000000 Penalty: 3910.256592
	Iteration 44Q: 3 clusters Score -1.818815e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 166322 members 
Entering Unmasked Estep 
Score: -18188174.000000 Penalty: 3910.256592
	Iteration 45Q: 3 clusters Score -1.818817e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 166358 members 
Entering Unmasked Estep 
Score: -18188186.000000 Penalty: 3910.256592
	Iteration 46Q: 3 clusters Score -1.818819e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 166398 members 
Entering Unmasked Estep 
Score: -18188210.000000 Penalty: 3910.256592
	Iteration 47Q: 3 clusters Score -1.818821e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -18188222.000000 Penalty: 3910.256592
	Iteration 48Q: 3 clusters Score -1.818822e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -18188224.000000 Penalty: 3910.256592
	Iteration 49Q: 3 clusters Score -1.818822e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -18188208.000000 Penalty: 3910.256592
	Iteration 50Q: 3 clusters Score -1.818821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 166529 members 
Entering Unmasked Estep 
Score: -18188222.000000 Penalty: 3910.256592
	Iteration 51Q: 3 clusters Score -1.818822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 166549 members 
Entering Unmasked Estep 
Score: -18188246.000000 Penalty: 3910.256592
	Iteration 52Q: 3 clusters Score -1.818825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 166559 members 
Entering Unmasked Estep 
Score: -18188234.000000 Penalty: 3910.256592
	Iteration 53Q: 3 clusters Score -1.818823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 166564 members 
Entering Unmasked Estep 
Score: -18188248.000000 Penalty: 3910.256592
	Iteration 54Q: 3 clusters Score -1.818825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 166573 members 
Entering Unmasked Estep 
Score: -18188240.000000 Penalty: 3910.256592
	Iteration 55Q: 3 clusters Score -1.818824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 166577 members 
Entering Unmasked Estep 
Score: -18188240.000000 Penalty: 3910.256592
	Iteration 56Q: 3 clusters Score -1.818824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 166578 members 
Entering Unmasked Estep 
Score: -18188246.000000 Penalty: 3910.256592
	Iteration 57Q: 3 clusters Score -1.818825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 166579 members 
Entering Unmasked Estep 
Score: -18188242.000000 Penalty: 3910.256592
	Iteration 58Q: 3 clusters Score -1.818824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 166581 members 
Entering Unmasked Estep 
Score: -18188244.000000 Penalty: 3910.256592
	Iteration 59Q: 3 clusters Score -1.818824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 166582 members 
Entering Unmasked Estep 
Score: -18188248.000000 Penalty: 3910.256592
	Iteration 60F: 3 clusters Score -1.818825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 166583 members 
Entering Unmasked Estep 
Score: -18188242.000000 Penalty: 3910.256592
	Iteration 61Q: 3 clusters Score -1.818824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 166584 members 
Entering Unmasked Estep 
Score: -18188236.000000 Penalty: 3910.256592
	Iteration 62Q: 3 clusters Score -1.818824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 166584 members 
Entering Unmasked Estep 
Score: -18188236.000000 Penalty: 3910.256592
	Iteration 63F: 3 clusters Score -1.818824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -421098.062500 Penalty: 1352.625854
	Iteration 0F: 2 clusters Score -421098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -417662.375000 Penalty: 2705.251709
	Iteration 0F: 3 clusters Score -417662.4 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -418600.406250 Penalty: 2705.251709
	Iteration 1F: 3 clusters Score -418600.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -418851.000000 Penalty: 2705.251709
	Iteration 2F: 3 clusters Score -418851 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -419093.062500 Penalty: 2705.251709
	Iteration 3F: 3 clusters Score -419093.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -419416.593750 Penalty: 2705.251709
	Iteration 4F: 3 clusters Score -419416.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -419729.156250 Penalty: 2705.251709
	Iteration 5F: 3 clusters Score -419729.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -420022.437500 Penalty: 2705.251709
	Iteration 6F: 3 clusters Score -420022.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -420252.968750 Penalty: 2705.251709
	Iteration 7F: 3 clusters Score -420253 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -420424.687500 Penalty: 2705.251709
	Iteration 8Q: 3 clusters Score -420424.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -420536.687500 Penalty: 2705.251709
	Iteration 9Q: 3 clusters Score -420536.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -420596.593750 Penalty: 2705.251709
	Iteration 10Q: 3 clusters Score -420596.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -420632.093750 Penalty: 2705.251709
	Iteration 11Q: 3 clusters Score -420632.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -420654.656250 Penalty: 2705.251709
	Iteration 12Q: 3 clusters Score -420654.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -420665.781250 Penalty: 2705.251709
	Iteration 13Q: 3 clusters Score -420665.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -420677.281250 Penalty: 2705.251709
	Iteration 14Q: 3 clusters Score -420677.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -420684.593750 Penalty: 2705.251709
	Iteration 15Q: 3 clusters Score -420684.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -420691.781250 Penalty: 2705.251709
	Iteration 16Q: 3 clusters Score -420691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -420696.093750 Penalty: 2705.251709
	Iteration 17Q: 3 clusters Score -420696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -420699.968750 Penalty: 2705.251709
	Iteration 18Q: 3 clusters Score -420700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -420700.468750 Penalty: 2705.251709
	Iteration 19Q: 3 clusters Score -420700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -420700.937500 Penalty: 2705.251709
	Iteration 20F: 3 clusters Score -420700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -420701.718750 Penalty: 2705.251709
	Iteration 21Q: 3 clusters Score -420701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -420702.281250 Penalty: 2705.251709
	Iteration 22Q: 3 clusters Score -420702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -420702.281250 Penalty: 2705.251709
	Iteration 23F: 3 clusters Score -420702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174462 members 
Entering Unmasked Estep 
Score: -18922540.000000 Penalty: 1961.287598
	Iteration 0F: 2 clusters Score -1.892254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -18808194.000000 Penalty: 3922.575195
	Iteration 0F: 3 clusters Score -1.880819e+07 nChanged 84515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -18857946.000000 Penalty: 3922.575195
	Iteration 1F: 3 clusters Score -1.885795e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -18859890.000000 Penalty: 3922.575195
	Iteration 2Q: 3 clusters Score -1.885989e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -18863138.000000 Penalty: 3922.575195
	Iteration 3Q: 3 clusters Score -1.886314e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113472 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -18868872.000000 Penalty: 3922.575195
	Iteration 4F: 3 clusters Score -1.886887e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125624 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -18877902.000000 Penalty: 3922.575195
	Iteration 5F: 3 clusters Score -1.88779e+07 nChanged 14738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140036 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -18890528.000000 Penalty: 3922.575195
	Iteration 6F: 3 clusters Score -1.889053e+07 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153952 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -18903438.000000 Penalty: 3922.575195
	Iteration 7F: 3 clusters Score -1.890344e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164392 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -18913240.000000 Penalty: 3922.575195
	Iteration 8F: 3 clusters Score -1.891324e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170342 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -18918384.000000 Penalty: 3922.575195
	Iteration 9Q: 3 clusters Score -1.891838e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172969 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -18919976.000000 Penalty: 3922.575195
	Iteration 10Q: 3 clusters Score -1.891998e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173859 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -18920482.000000 Penalty: 3922.575195
	Iteration 11Q: 3 clusters Score -1.892048e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18920674.000000 Penalty: 3922.575195
	Iteration 12Q: 3 clusters Score -1.892067e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -18920790.000000 Penalty: 3922.575195
	Iteration 13Q: 3 clusters Score -1.892079e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174192 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18920838.000000 Penalty: 3922.575195
	Iteration 14Q: 3 clusters Score -1.892084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18920856.000000 Penalty: 3922.575195
	Iteration 15Q: 3 clusters Score -1.892086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18920878.000000 Penalty: 3922.575195
	Iteration 16Q: 3 clusters Score -1.892088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174211 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18920902.000000 Penalty: 3922.575195
	Iteration 17Q: 3 clusters Score -1.89209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18920912.000000 Penalty: 3922.575195
	Iteration 18Q: 3 clusters Score -1.892091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18920914.000000 Penalty: 3922.575195
	Iteration 19Q: 3 clusters Score -1.892091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18920932.000000 Penalty: 3922.575195
	Iteration 20F: 3 clusters Score -1.892093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18920942.000000 Penalty: 3922.575195
	Iteration 21Q: 3 clusters Score -1.892094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18920952.000000 Penalty: 3922.575195
	Iteration 22Q: 3 clusters Score -1.892095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18920948.000000 Penalty: 3922.575195
	Iteration 23Q: 3 clusters Score -1.892095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18920948.000000 Penalty: 3922.575195
	Iteration 24F: 3 clusters Score -1.892095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Entering Unmasked Estep 
Score: -4528141.500000 Penalty: 1731.777954
	Iteration 0F: 2 clusters Score -4528142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4499956.500000 Penalty: 3463.555908
	Iteration 0F: 3 clusters Score -4499956 nChanged 19661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4511090.500000 Penalty: 3463.555908
	Iteration 1F: 3 clusters Score -4511090 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4511701.500000 Penalty: 3463.555908
	Iteration 2Q: 3 clusters Score -4511702 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4512404.000000 Penalty: 3463.555908
	Iteration 3Q: 3 clusters Score -4512404 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -4513436.000000 Penalty: 3463.555908
	Iteration 4F: 3 clusters Score -4513436 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -4514879.500000 Penalty: 3463.555908
	Iteration 5F: 3 clusters Score -4514880 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4516743.000000 Penalty: 3463.555908
	Iteration 6F: 3 clusters Score -4516743 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -4518949.500000 Penalty: 3463.555908
	Iteration 7F: 3 clusters Score -4518950 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -4521330.000000 Penalty: 3463.555908
	Iteration 8F: 3 clusters Score -4521330 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4523459.500000 Penalty: 3463.555908
	Iteration 9F: 3 clusters Score -4523460 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -4524963.500000 Penalty: 3463.555908
	Iteration 10Q: 3 clusters Score -4524964 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4525931.500000 Penalty: 3463.555908
	Iteration 11Q: 3 clusters Score -4525932 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4526532.500000 Penalty: 3463.555908
	Iteration 12Q: 3 clusters Score -4526532 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4526808.000000 Penalty: 3463.555908
	Iteration 13Q: 3 clusters Score -4526808 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4526960.500000 Penalty: 3463.555908
	Iteration 14Q: 3 clusters Score -4526960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4527041.000000 Penalty: 3463.555908
	Iteration 15Q: 3 clusters Score -4527041 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4527105.500000 Penalty: 3463.555908
	Iteration 16Q: 3 clusters Score -4527106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4527137.000000 Penalty: 3463.555908
	Iteration 17Q: 3 clusters Score -4527137 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4527170.500000 Penalty: 3463.555908
	Iteration 18Q: 3 clusters Score -4527170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4527174.000000 Penalty: 3463.555908
	Iteration 19Q: 3 clusters Score -4527174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4527179.500000 Penalty: 3463.555908
	Iteration 20F: 3 clusters Score -4527180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4527181.500000 Penalty: 3463.555908
	Iteration 21Q: 3 clusters Score -4527182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4527187.500000 Penalty: 3463.555908
	Iteration 22Q: 3 clusters Score -4527188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4527186.500000 Penalty: 3463.555908
	Iteration 23Q: 3 clusters Score -4527186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4527190.000000 Penalty: 3463.555908
	Iteration 24Q: 3 clusters Score -4527190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4527189.500000 Penalty: 3463.555908
	Iteration 25Q: 3 clusters Score -4527190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4527187.500000 Penalty: 3463.555908
	Iteration 26Q: 3 clusters Score -4527188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4527193.500000 Penalty: 3463.555908
	Iteration 27Q: 3 clusters Score -4527194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4527202.000000 Penalty: 3463.555908
	Iteration 28Q: 3 clusters Score -4527202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4527195.500000 Penalty: 3463.555908
	Iteration 29Q: 3 clusters Score -4527196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4527203.000000 Penalty: 3463.555908
	Iteration 30Q: 3 clusters Score -4527203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4527205.000000 Penalty: 3463.555908
	Iteration 31Q: 3 clusters Score -4527205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4527207.500000 Penalty: 3463.555908
	Iteration 32Q: 3 clusters Score -4527208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4527203.000000 Penalty: 3463.555908
	Iteration 33Q: 3 clusters Score -4527203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4527204.000000 Penalty: 3463.555908
	Iteration 34Q: 3 clusters Score -4527204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4527207.000000 Penalty: 3463.555908
	Iteration 35Q: 3 clusters Score -4527207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4527205.000000 Penalty: 3463.555908
	Iteration 36Q: 3 clusters Score -4527205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4527207.000000 Penalty: 3463.555908
	Iteration 37Q: 3 clusters Score -4527207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4527205.000000 Penalty: 3463.555908
	Iteration 38Q: 3 clusters Score -4527205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4527208.000000 Penalty: 3463.555908
	Iteration 39Q: 3 clusters Score -4527208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4527211.000000 Penalty: 3463.555908
	Iteration 40F: 3 clusters Score -4527211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4527211.000000 Penalty: 3463.555908
	Iteration 41Q: 3 clusters Score -4527211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4527208.000000 Penalty: 3463.555908
	Iteration 42Q: 3 clusters Score -4527208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4527205.500000 Penalty: 3463.555908
	Iteration 43Q: 3 clusters Score -4527206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4527206.500000 Penalty: 3463.555908
	Iteration 44Q: 3 clusters Score -4527206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4527209.500000 Penalty: 3463.555908
	Iteration 45Q: 3 clusters Score -4527210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4527207.500000 Penalty: 3463.555908
	Iteration 46Q: 3 clusters Score -4527208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4527210.000000 Penalty: 3463.555908
	Iteration 47Q: 3 clusters Score -4527210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4527214.500000 Penalty: 3463.555908
	Iteration 48Q: 3 clusters Score -4527214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4527219.500000 Penalty: 3463.555908
	Iteration 49Q: 3 clusters Score -4527220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4527213.000000 Penalty: 3463.555908
	Iteration 50Q: 3 clusters Score -4527213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4527218.500000 Penalty: 3463.555908
	Iteration 51Q: 3 clusters Score -4527218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4527227.000000 Penalty: 3463.555908
	Iteration 52Q: 3 clusters Score -4527227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4527223.000000 Penalty: 3463.555908
	Iteration 53Q: 3 clusters Score -4527223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4527231.000000 Penalty: 3463.555908
	Iteration 54Q: 3 clusters Score -4527231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4527235.500000 Penalty: 3463.555908
	Iteration 55Q: 3 clusters Score -4527236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4527235.500000 Penalty: 3463.555908
	Iteration 56Q: 3 clusters Score -4527236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4527236.000000 Penalty: 3463.555908
	Iteration 57Q: 3 clusters Score -4527236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4527239.000000 Penalty: 3463.555908
	Iteration 58Q: 3 clusters Score -4527239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4527238.000000 Penalty: 3463.555908
	Iteration 59Q: 3 clusters Score -4527238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4527241.000000 Penalty: 3463.555908
	Iteration 60F: 3 clusters Score -4527241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4527245.000000 Penalty: 3463.555908
	Iteration 61Q: 3 clusters Score -4527245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4527245.500000 Penalty: 3463.555908
	Iteration 62Q: 3 clusters Score -4527246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4527246.000000 Penalty: 3463.555908
	Iteration 63Q: 3 clusters Score -4527246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4527246.000000 Penalty: 3463.555908
	Iteration 64Q: 3 clusters Score -4527246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4527246.000000 Penalty: 3463.555908
	Iteration 65F: 3 clusters Score -4527246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Entering Unmasked Estep 
Score: -7666947.500000 Penalty: 1813.048584
	Iteration 0F: 2 clusters Score -7666948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -7620289.500000 Penalty: 3626.097168
	Iteration 0F: 3 clusters Score -7620290 nChanged 33081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -7639286.500000 Penalty: 3626.097168
	Iteration 1F: 3 clusters Score -7639286 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -7640248.500000 Penalty: 3626.097168
	Iteration 2Q: 3 clusters Score -7640248 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -7641736.000000 Penalty: 3626.097168
	Iteration 3Q: 3 clusters Score -7641736 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -7644243.000000 Penalty: 3626.097168
	Iteration 4F: 3 clusters Score -7644243 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -7647943.500000 Penalty: 3626.097168
	Iteration 5F: 3 clusters Score -7647944 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -7652785.000000 Penalty: 3626.097168
	Iteration 6F: 3 clusters Score -7652785 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -7657797.500000 Penalty: 3626.097168
	Iteration 7F: 3 clusters Score -7657798 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -7661111.500000 Penalty: 3626.097168
	Iteration 8Q: 3 clusters Score -7661112 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -7662385.500000 Penalty: 3626.097168
	Iteration 9Q: 3 clusters Score -7662386 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -7662740.000000 Penalty: 3626.097168
	Iteration 10Q: 3 clusters Score -7662740 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -7662947.500000 Penalty: 3626.097168
	Iteration 11Q: 3 clusters Score -7662948 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -7663120.000000 Penalty: 3626.097168
	Iteration 12Q: 3 clusters Score -7663120 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -7663277.000000 Penalty: 3626.097168
	Iteration 13Q: 3 clusters Score -7663277 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -7663442.500000 Penalty: 3626.097168
	Iteration 14Q: 3 clusters Score -7663442 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -7663601.000000 Penalty: 3626.097168
	Iteration 15Q: 3 clusters Score -7663601 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -7663761.500000 Penalty: 3626.097168
	Iteration 16Q: 3 clusters Score -7663762 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -7663877.500000 Penalty: 3626.097168
	Iteration 17Q: 3 clusters Score -7663878 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -7664035.000000 Penalty: 3626.097168
	Iteration 18Q: 3 clusters Score -7664035 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -7664187.500000 Penalty: 3626.097168
	Iteration 19Q: 3 clusters Score -7664188 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -7664275.000000 Penalty: 3626.097168
	Iteration 20F: 3 clusters Score -7664275 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -7664405.500000 Penalty: 3626.097168
	Iteration 21Q: 3 clusters Score -7664406 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -7664516.500000 Penalty: 3626.097168
	Iteration 22Q: 3 clusters Score -7664516 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -7664616.000000 Penalty: 3626.097168
	Iteration 23Q: 3 clusters Score -7664616 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -7664729.000000 Penalty: 3626.097168
	Iteration 24Q: 3 clusters Score -7664729 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -7664823.500000 Penalty: 3626.097168
	Iteration 25Q: 3 clusters Score -7664824 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -7664926.500000 Penalty: 3626.097168
	Iteration 26Q: 3 clusters Score -7664926 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -7665018.000000 Penalty: 3626.097168
	Iteration 27Q: 3 clusters Score -7665018 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -7665088.000000 Penalty: 3626.097168
	Iteration 28Q: 3 clusters Score -7665088 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -7665161.500000 Penalty: 3626.097168
	Iteration 29Q: 3 clusters Score -7665162 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -7665227.000000 Penalty: 3626.097168
	Iteration 30Q: 3 clusters Score -7665227 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -7665305.500000 Penalty: 3626.097168
	Iteration 31Q: 3 clusters Score -7665306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -7665350.500000 Penalty: 3626.097168
	Iteration 32Q: 3 clusters Score -7665350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -7665389.500000 Penalty: 3626.097168
	Iteration 33Q: 3 clusters Score -7665390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -7665416.000000 Penalty: 3626.097168
	Iteration 34Q: 3 clusters Score -7665416 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -7665435.000000 Penalty: 3626.097168
	Iteration 35Q: 3 clusters Score -7665435 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -7665446.000000 Penalty: 3626.097168
	Iteration 36Q: 3 clusters Score -7665446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -7665454.000000 Penalty: 3626.097168
	Iteration 37Q: 3 clusters Score -7665454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -7665457.000000 Penalty: 3626.097168
	Iteration 38Q: 3 clusters Score -7665457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -7665469.000000 Penalty: 3626.097168
	Iteration 39Q: 3 clusters Score -7665469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -7665469.500000 Penalty: 3626.097168
	Iteration 40F: 3 clusters Score -7665470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -7665484.500000 Penalty: 3626.097168
	Iteration 41Q: 3 clusters Score -7665484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -7665495.000000 Penalty: 3626.097168
	Iteration 42Q: 3 clusters Score -7665495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -7665497.500000 Penalty: 3626.097168
	Iteration 43Q: 3 clusters Score -7665498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -7665515.500000 Penalty: 3626.097168
	Iteration 44Q: 3 clusters Score -7665516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -7665525.500000 Penalty: 3626.097168
	Iteration 45Q: 3 clusters Score -7665526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -7665515.000000 Penalty: 3626.097168
	Iteration 46Q: 3 clusters Score -7665515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -7665522.500000 Penalty: 3626.097168
	Iteration 47Q: 3 clusters Score -7665522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -7665541.000000 Penalty: 3626.097168
	Iteration 48Q: 3 clusters Score -7665541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -7665536.500000 Penalty: 3626.097168
	Iteration 49Q: 3 clusters Score -7665536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -7665544.500000 Penalty: 3626.097168
	Iteration 50Q: 3 clusters Score -7665544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -7665543.000000 Penalty: 3626.097168
	Iteration 51Q: 3 clusters Score -7665543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -7665544.000000 Penalty: 3626.097168
	Iteration 52Q: 3 clusters Score -7665544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -7665547.500000 Penalty: 3626.097168
	Iteration 53Q: 3 clusters Score -7665548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -7665545.000000 Penalty: 3626.097168
	Iteration 54Q: 3 clusters Score -7665545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -7665542.500000 Penalty: 3626.097168
	Iteration 55Q: 3 clusters Score -7665542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -7665543.500000 Penalty: 3626.097168
	Iteration 56Q: 3 clusters Score -7665544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -7665546.000000 Penalty: 3626.097168
	Iteration 57Q: 3 clusters Score -7665546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -7665548.500000 Penalty: 3626.097168
	Iteration 58Q: 3 clusters Score -7665548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -7665552.000000 Penalty: 3626.097168
	Iteration 59Q: 3 clusters Score -7665552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -7665557.500000 Penalty: 3626.097168
	Iteration 60F: 3 clusters Score -7665558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -7665554.000000 Penalty: 3626.097168
	Iteration 61Q: 3 clusters Score -7665554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -7665554.000000 Penalty: 3626.097168
	Iteration 62F: 3 clusters Score -7665554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (180975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180975 members 
Entering Unmasked Estep 
Score: -19582412.000000 Penalty: 1967.243530
	Iteration 0F: 2 clusters Score -1.958241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -19462586.000000 Penalty: 3934.487061
	Iteration 0F: 3 clusters Score -1.946259e+07 nChanged 87395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -19513602.000000 Penalty: 3934.487061
	Iteration 1F: 3 clusters Score -1.95136e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -19514406.000000 Penalty: 3934.487061
	Iteration 2Q: 3 clusters Score -1.951441e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -19515206.000000 Penalty: 3934.487061
	Iteration 3Q: 3 clusters Score -1.951521e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 91748 members 
Entering Unmasked Estep 
Score: -19516142.000000 Penalty: 3934.487061
	Iteration 4Q: 3 clusters Score -1.951614e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 92553 members 
Entering Unmasked Estep 
Score: -19517708.000000 Penalty: 3934.487061
	Iteration 5Q: 3 clusters Score -1.951771e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -19520214.000000 Penalty: 3934.487061
	Iteration 6Q: 3 clusters Score -1.952021e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -19524182.000000 Penalty: 3934.487061
	Iteration 7Q: 3 clusters Score -1.952418e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -19530470.000000 Penalty: 3934.487061
	Iteration 8F: 3 clusters Score -1.953047e+07 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -19539866.000000 Penalty: 3934.487061
	Iteration 9F: 3 clusters Score -1.953987e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -19549536.000000 Penalty: 3934.487061
	Iteration 10F: 3 clusters Score -1.954954e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -19555058.000000 Penalty: 3934.487061
	Iteration 11F: 3 clusters Score -1.955506e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 111140 members 
Entering Unmasked Estep 
Score: -19557276.000000 Penalty: 3934.487061
	Iteration 12Q: 3 clusters Score -1.955728e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 113946 members 
Entering Unmasked Estep 
Score: -19558836.000000 Penalty: 3934.487061
	Iteration 13Q: 3 clusters Score -1.955884e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 116928 members 
Entering Unmasked Estep 
Score: -19560216.000000 Penalty: 3934.487061
	Iteration 14Q: 3 clusters Score -1.956022e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 120144 members 
Entering Unmasked Estep 
Score: -19561920.000000 Penalty: 3934.487061
	Iteration 15Q: 3 clusters Score -1.956192e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 123510 members 
Entering Unmasked Estep 
Score: -19563588.000000 Penalty: 3934.487061
	Iteration 16Q: 3 clusters Score -1.956359e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 126983 members 
Entering Unmasked Estep 
Score: -19565374.000000 Penalty: 3934.487061
	Iteration 17Q: 3 clusters Score -1.956537e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -19567094.000000 Penalty: 3934.487061
	Iteration 18Q: 3 clusters Score -1.956709e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 133890 members 
Entering Unmasked Estep 
Score: -19568712.000000 Penalty: 3934.487061
	Iteration 19Q: 3 clusters Score -1.956871e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 137246 members 
Entering Unmasked Estep 
Score: -19570352.000000 Penalty: 3934.487061
	Iteration 20F: 3 clusters Score -1.957035e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -19571874.000000 Penalty: 3934.487061
	Iteration 21Q: 3 clusters Score -1.957187e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 143223 members 
Entering Unmasked Estep 
Score: -19573158.000000 Penalty: 3934.487061
	Iteration 22Q: 3 clusters Score -1.957316e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 145894 members 
Entering Unmasked Estep 
Score: -19574194.000000 Penalty: 3934.487061
	Iteration 23Q: 3 clusters Score -1.957419e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 148382 members 
Entering Unmasked Estep 
Score: -19574942.000000 Penalty: 3934.487061
	Iteration 24Q: 3 clusters Score -1.957494e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 150677 members 
Entering Unmasked Estep 
Score: -19575546.000000 Penalty: 3934.487061
	Iteration 25Q: 3 clusters Score -1.957555e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -19576100.000000 Penalty: 3934.487061
	Iteration 26Q: 3 clusters Score -1.95761e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 154666 members 
Entering Unmasked Estep 
Score: -19576482.000000 Penalty: 3934.487061
	Iteration 27Q: 3 clusters Score -1.957648e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 156505 members 
Entering Unmasked Estep 
Score: -19576966.000000 Penalty: 3934.487061
	Iteration 28Q: 3 clusters Score -1.957697e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 158240 members 
Entering Unmasked Estep 
Score: -19577394.000000 Penalty: 3934.487061
	Iteration 29Q: 3 clusters Score -1.957739e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 159817 members 
Entering Unmasked Estep 
Score: -19577688.000000 Penalty: 3934.487061
	Iteration 30Q: 3 clusters Score -1.957769e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 161286 members 
Entering Unmasked Estep 
Score: -19578058.000000 Penalty: 3934.487061
	Iteration 31Q: 3 clusters Score -1.957806e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 162654 members 
Entering Unmasked Estep 
Score: -19578332.000000 Penalty: 3934.487061
	Iteration 32Q: 3 clusters Score -1.957833e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -19578528.000000 Penalty: 3934.487061
	Iteration 33Q: 3 clusters Score -1.957853e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 164981 members 
Entering Unmasked Estep 
Score: -19578708.000000 Penalty: 3934.487061
	Iteration 34Q: 3 clusters Score -1.957871e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -19578964.000000 Penalty: 3934.487061
	Iteration 35Q: 3 clusters Score -1.957896e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -19579210.000000 Penalty: 3934.487061
	Iteration 36Q: 3 clusters Score -1.957921e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 167805 members 
Entering Unmasked Estep 
Score: -19579310.000000 Penalty: 3934.487061
	Iteration 37Q: 3 clusters Score -1.957931e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 168582 members 
Entering Unmasked Estep 
Score: -19579384.000000 Penalty: 3934.487061
	Iteration 38Q: 3 clusters Score -1.957938e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 169354 members 
Entering Unmasked Estep 
Score: -19579520.000000 Penalty: 3934.487061
	Iteration 39Q: 3 clusters Score -1.957952e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 170035 members 
Entering Unmasked Estep 
Score: -19579672.000000 Penalty: 3934.487061
	Iteration 40F: 3 clusters Score -1.957967e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 170644 members 
Entering Unmasked Estep 
Score: -19579776.000000 Penalty: 3934.487061
	Iteration 41Q: 3 clusters Score -1.957978e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 171209 members 
Entering Unmasked Estep 
Score: -19579946.000000 Penalty: 3934.487061
	Iteration 42Q: 3 clusters Score -1.957995e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -19579988.000000 Penalty: 3934.487061
	Iteration 43Q: 3 clusters Score -1.957999e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 172216 members 
Entering Unmasked Estep 
Score: -19580112.000000 Penalty: 3934.487061
	Iteration 44Q: 3 clusters Score -1.958011e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 172708 members 
Entering Unmasked Estep 
Score: -19580130.000000 Penalty: 3934.487061
	Iteration 45Q: 3 clusters Score -1.958013e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 173159 members 
Entering Unmasked Estep 
Score: -19580220.000000 Penalty: 3934.487061
	Iteration 46Q: 3 clusters Score -1.958022e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 173617 members 
Entering Unmasked Estep 
Score: -19580238.000000 Penalty: 3934.487061
	Iteration 47Q: 3 clusters Score -1.958024e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -19580290.000000 Penalty: 3934.487061
	Iteration 48Q: 3 clusters Score -1.958029e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 174446 members 
Entering Unmasked Estep 
Score: -19580370.000000 Penalty: 3934.487061
	Iteration 49Q: 3 clusters Score -1.958037e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 174794 members 
Entering Unmasked Estep 
Score: -19580448.000000 Penalty: 3934.487061
	Iteration 50Q: 3 clusters Score -1.958045e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 175126 members 
Entering Unmasked Estep 
Score: -19580490.000000 Penalty: 3934.487061
	Iteration 51Q: 3 clusters Score -1.958049e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 175461 members 
Entering Unmasked Estep 
Score: -19580560.000000 Penalty: 3934.487061
	Iteration 52Q: 3 clusters Score -1.958056e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 175773 members 
Entering Unmasked Estep 
Score: -19580652.000000 Penalty: 3934.487061
	Iteration 53Q: 3 clusters Score -1.958065e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 176046 members 
Entering Unmasked Estep 
Score: -19580676.000000 Penalty: 3934.487061
	Iteration 54Q: 3 clusters Score -1.958068e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 176285 members 
Entering Unmasked Estep 
Score: -19580656.000000 Penalty: 3934.487061
	Iteration 55Q: 3 clusters Score -1.958066e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -19580730.000000 Penalty: 3934.487061
	Iteration 56Q: 3 clusters Score -1.958073e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 176713 members 
Entering Unmasked Estep 
Score: -19580754.000000 Penalty: 3934.487061
	Iteration 57Q: 3 clusters Score -1.958075e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 176893 members 
Entering Unmasked Estep 
Score: -19580774.000000 Penalty: 3934.487061
	Iteration 58Q: 3 clusters Score -1.958077e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 177052 members 
Entering Unmasked Estep 
Score: -19580826.000000 Penalty: 3934.487061
	Iteration 59Q: 3 clusters Score -1.958083e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 177202 members 
Entering Unmasked Estep 
Score: -19580842.000000 Penalty: 3934.487061
	Iteration 60F: 3 clusters Score -1.958084e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 177341 members 
Entering Unmasked Estep 
Score: -19580862.000000 Penalty: 3934.487061
	Iteration 61Q: 3 clusters Score -1.958086e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 177473 members 
Entering Unmasked Estep 
Score: -19580870.000000 Penalty: 3934.487061
	Iteration 62Q: 3 clusters Score -1.958087e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 177596 members 
Entering Unmasked Estep 
Score: -19580872.000000 Penalty: 3934.487061
	Iteration 63Q: 3 clusters Score -1.958087e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 177716 members 
Entering Unmasked Estep 
Score: -19580866.000000 Penalty: 3934.487061
	Iteration 64Q: 3 clusters Score -1.958087e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 177828 members 
Entering Unmasked Estep 
Score: -19580864.000000 Penalty: 3934.487061
	Iteration 65Q: 3 clusters Score -1.958086e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 177943 members 
Entering Unmasked Estep 
Score: -19580864.000000 Penalty: 3934.487061
	Iteration 66Q: 3 clusters Score -1.958086e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 178062 members 
Entering Unmasked Estep 
Score: -19580874.000000 Penalty: 3934.487061
	Iteration 67Q: 3 clusters Score -1.958087e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 178170 members 
Entering Unmasked Estep 
Score: -19580848.000000 Penalty: 3934.487061
	Iteration 68Q: 3 clusters Score -1.958085e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 178268 members 
Entering Unmasked Estep 
Score: -19580828.000000 Penalty: 3934.487061
	Iteration 69Q: 3 clusters Score -1.958083e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 178341 members 
Entering Unmasked Estep 
Score: -19580798.000000 Penalty: 3934.487061
	Iteration 70Q: 3 clusters Score -1.95808e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 178413 members 
Entering Unmasked Estep 
Score: -19580812.000000 Penalty: 3934.487061
	Iteration 71Q: 3 clusters Score -1.958081e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 178479 members 
Entering Unmasked Estep 
Score: -19580826.000000 Penalty: 3934.487061
	Iteration 72Q: 3 clusters Score -1.958083e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 178530 members 
Entering Unmasked Estep 
Score: -19580794.000000 Penalty: 3934.487061
	Iteration 73Q: 3 clusters Score -1.958079e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 178582 members 
Entering Unmasked Estep 
Score: -19580820.000000 Penalty: 3934.487061
	Iteration 74Q: 3 clusters Score -1.958082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 178639 members 
Entering Unmasked Estep 
Score: -19580826.000000 Penalty: 3934.487061
	Iteration 75Q: 3 clusters Score -1.958083e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -19580848.000000 Penalty: 3934.487061
	Iteration 76Q: 3 clusters Score -1.958085e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 178756 members 
Entering Unmasked Estep 
Score: -19580884.000000 Penalty: 3934.487061
	Iteration 77Q: 3 clusters Score -1.958088e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 178820 members 
Entering Unmasked Estep 
Score: -19580896.000000 Penalty: 3934.487061
	Iteration 78Q: 3 clusters Score -1.95809e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 178884 members 
Entering Unmasked Estep 
Score: -19580934.000000 Penalty: 3934.487061
	Iteration 79Q: 3 clusters Score -1.958093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 178934 members 
Entering Unmasked Estep 
Score: -19580978.000000 Penalty: 3934.487061
	Iteration 80F: 3 clusters Score -1.958098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -19580954.000000 Penalty: 3934.487061
	Iteration 81Q: 3 clusters Score -1.958095e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 179029 members 
Entering Unmasked Estep 
Score: -19580970.000000 Penalty: 3934.487061
	Iteration 82Q: 3 clusters Score -1.958097e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 179081 members 
Entering Unmasked Estep 
Score: -19580990.000000 Penalty: 3934.487061
	Iteration 83Q: 3 clusters Score -1.958099e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 179128 members 
Entering Unmasked Estep 
Score: -19581004.000000 Penalty: 3934.487061
	Iteration 84Q: 3 clusters Score -1.9581e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 179169 members 
Entering Unmasked Estep 
Score: -19580980.000000 Penalty: 3934.487061
	Iteration 85Q: 3 clusters Score -1.958098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 179210 members 
Entering Unmasked Estep 
Score: -19580986.000000 Penalty: 3934.487061
	Iteration 86Q: 3 clusters Score -1.958099e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 179260 members 
Entering Unmasked Estep 
Score: -19580988.000000 Penalty: 3934.487061
	Iteration 87Q: 3 clusters Score -1.958099e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 179305 members 
Entering Unmasked Estep 
Score: -19580998.000000 Penalty: 3934.487061
	Iteration 88Q: 3 clusters Score -1.9581e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 179342 members 
Entering Unmasked Estep 
Score: -19580992.000000 Penalty: 3934.487061
	Iteration 89Q: 3 clusters Score -1.958099e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 179378 members 
Entering Unmasked Estep 
Score: -19580994.000000 Penalty: 3934.487061
	Iteration 90Q: 3 clusters Score -1.958099e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 179418 members 
Entering Unmasked Estep 
Score: -19581016.000000 Penalty: 3934.487061
	Iteration 91Q: 3 clusters Score -1.958102e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 179447 members 
Entering Unmasked Estep 
Score: -19581016.000000 Penalty: 3934.487061
	Iteration 92Q: 3 clusters Score -1.958102e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 179485 members 
Entering Unmasked Estep 
Score: -19581026.000000 Penalty: 3934.487061
	Iteration 93Q: 3 clusters Score -1.958103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 179513 members 
Entering Unmasked Estep 
Score: -19581074.000000 Penalty: 3934.487061
	Iteration 94Q: 3 clusters Score -1.958107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 179537 members 
Entering Unmasked Estep 
Score: -19581052.000000 Penalty: 3934.487061
	Iteration 95Q: 3 clusters Score -1.958105e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 179562 members 
Entering Unmasked Estep 
Score: -19581064.000000 Penalty: 3934.487061
	Iteration 96Q: 3 clusters Score -1.958106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 179576 members 
Entering Unmasked Estep 
Score: -19581048.000000 Penalty: 3934.487061
	Iteration 97Q: 3 clusters Score -1.958105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 179592 members 
Entering Unmasked Estep 
Score: -19581074.000000 Penalty: 3934.487061
	Iteration 98Q: 3 clusters Score -1.958107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 179602 members 
Entering Unmasked Estep 
Score: -19581072.000000 Penalty: 3934.487061
	Iteration 99Q: 3 clusters Score -1.958107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 179613 members 
Entering Unmasked Estep 
Score: -19581056.000000 Penalty: 3934.487061
	Iteration 100F: 3 clusters Score -1.958106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 179624 members 
Entering Unmasked Estep 
Score: -19581046.000000 Penalty: 3934.487061
	Iteration 101Q: 3 clusters Score -1.958105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 179631 members 
Entering Unmasked Estep 
Score: -19581046.000000 Penalty: 3934.487061
	Iteration 102Q: 3 clusters Score -1.958105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 179636 members 
Entering Unmasked Estep 
Score: -19581052.000000 Penalty: 3934.487061
	Iteration 103Q: 3 clusters Score -1.958105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 179638 members 
Entering Unmasked Estep 
Score: -19581050.000000 Penalty: 3934.487061
	Iteration 104Q: 3 clusters Score -1.958105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 179646 members 
Entering Unmasked Estep 
Score: -19581050.000000 Penalty: 3934.487061
	Iteration 105Q: 3 clusters Score -1.958105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 179649 members 
Entering Unmasked Estep 
Score: -19581036.000000 Penalty: 3934.487061
	Iteration 106Q: 3 clusters Score -1.958104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 179654 members 
Entering Unmasked Estep 
Score: -19581034.000000 Penalty: 3934.487061
	Iteration 107Q: 3 clusters Score -1.958103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 179662 members 
Entering Unmasked Estep 
Score: -19581030.000000 Penalty: 3934.487061
	Iteration 108Q: 3 clusters Score -1.958103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 179668 members 
Entering Unmasked Estep 
Score: -19581034.000000 Penalty: 3934.487061
	Iteration 109Q: 3 clusters Score -1.958103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 179675 members 
Entering Unmasked Estep 
Score: -19581048.000000 Penalty: 3934.487061
	Iteration 110Q: 3 clusters Score -1.958105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 179682 members 
Entering Unmasked Estep 
Score: -19581044.000000 Penalty: 3934.487061
	Iteration 111Q: 3 clusters Score -1.958104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 179692 members 
Entering Unmasked Estep 
Score: -19581038.000000 Penalty: 3934.487061
	Iteration 112Q: 3 clusters Score -1.958104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 179704 members 
Entering Unmasked Estep 
Score: -19581028.000000 Penalty: 3934.487061
	Iteration 113Q: 3 clusters Score -1.958103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 179713 members 
Entering Unmasked Estep 
Score: -19581034.000000 Penalty: 3934.487061
	Iteration 114Q: 3 clusters Score -1.958103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 179724 members 
Entering Unmasked Estep 
Score: -19581032.000000 Penalty: 3934.487061
	Iteration 115Q: 3 clusters Score -1.958103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 179731 members 
Entering Unmasked Estep 
Score: -19581028.000000 Penalty: 3934.487061
	Iteration 116Q: 3 clusters Score -1.958103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 179742 members 
Entering Unmasked Estep 
Score: -19581030.000000 Penalty: 3934.487061
	Iteration 117Q: 3 clusters Score -1.958103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 179750 members 
Entering Unmasked Estep 
Score: -19581026.000000 Penalty: 3934.487061
	Iteration 118Q: 3 clusters Score -1.958103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 179765 members 
Entering Unmasked Estep 
Score: -19581016.000000 Penalty: 3934.487061
	Iteration 119Q: 3 clusters Score -1.958102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 179776 members 
Entering Unmasked Estep 
Score: -19581026.000000 Penalty: 3934.487061
	Iteration 120F: 3 clusters Score -1.958103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 179786 members 
Entering Unmasked Estep 
Score: -19581022.000000 Penalty: 3934.487061
	Iteration 121Q: 3 clusters Score -1.958102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 179790 members 
Entering Unmasked Estep 
Score: -19581018.000000 Penalty: 3934.487061
	Iteration 122Q: 3 clusters Score -1.958102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 179799 members 
Entering Unmasked Estep 
Score: -19581016.000000 Penalty: 3934.487061
	Iteration 123Q: 3 clusters Score -1.958102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 179808 members 
Entering Unmasked Estep 
Score: -19581026.000000 Penalty: 3934.487061
	Iteration 124Q: 3 clusters Score -1.958103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 179815 members 
Entering Unmasked Estep 
Score: -19581032.000000 Penalty: 3934.487061
	Iteration 125Q: 3 clusters Score -1.958103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 179822 members 
Entering Unmasked Estep 
Score: -19581032.000000 Penalty: 3934.487061
	Iteration 126Q: 3 clusters Score -1.958103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 179836 members 
Entering Unmasked Estep 
Score: -19581022.000000 Penalty: 3934.487061
	Iteration 127Q: 3 clusters Score -1.958102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 179850 members 
Entering Unmasked Estep 
Score: -19581012.000000 Penalty: 3934.487061
	Iteration 128Q: 3 clusters Score -1.958101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 179861 members 
Entering Unmasked Estep 
Score: -19581012.000000 Penalty: 3934.487061
	Iteration 129Q: 3 clusters Score -1.958101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 179871 members 
Entering Unmasked Estep 
Score: -19580992.000000 Penalty: 3934.487061
	Iteration 130Q: 3 clusters Score -1.958099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 179880 members 
Entering Unmasked Estep 
Score: -19580992.000000 Penalty: 3934.487061
	Iteration 131Q: 3 clusters Score -1.958099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 179889 members 
Entering Unmasked Estep 
Score: -19580988.000000 Penalty: 3934.487061
	Iteration 132Q: 3 clusters Score -1.958099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 179896 members 
Entering Unmasked Estep 
Score: -19580986.000000 Penalty: 3934.487061
	Iteration 133Q: 3 clusters Score -1.958099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 179907 members 
Entering Unmasked Estep 
Score: -19580984.000000 Penalty: 3934.487061
	Iteration 134Q: 3 clusters Score -1.958098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 179914 members 
Entering Unmasked Estep 
Score: -19580970.000000 Penalty: 3934.487061
	Iteration 135Q: 3 clusters Score -1.958097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 179921 members 
Entering Unmasked Estep 
Score: -19580980.000000 Penalty: 3934.487061
	Iteration 136Q: 3 clusters Score -1.958098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 179926 members 
Entering Unmasked Estep 
Score: -19580970.000000 Penalty: 3934.487061
	Iteration 137Q: 3 clusters Score -1.958097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 179928 members 
Entering Unmasked Estep 
Score: -19580960.000000 Penalty: 3934.487061
	Iteration 138Q: 3 clusters Score -1.958096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 179931 members 
Entering Unmasked Estep 
Score: -19580950.000000 Penalty: 3934.487061
	Iteration 139Q: 3 clusters Score -1.958095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 179934 members 
Entering Unmasked Estep 
Score: -19580970.000000 Penalty: 3934.487061
	Iteration 140F: 3 clusters Score -1.958097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 179937 members 
Entering Unmasked Estep 
Score: -19580972.000000 Penalty: 3934.487061
	Iteration 141Q: 3 clusters Score -1.958097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 179940 members 
Entering Unmasked Estep 
Score: -19580978.000000 Penalty: 3934.487061
	Iteration 142Q: 3 clusters Score -1.958098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 179942 members 
Entering Unmasked Estep 
Score: -19580976.000000 Penalty: 3934.487061
	Iteration 143Q: 3 clusters Score -1.958098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 179944 members 
Entering Unmasked Estep 
Score: -19580972.000000 Penalty: 3934.487061
	Iteration 144Q: 3 clusters Score -1.958097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 179945 members 
Entering Unmasked Estep 
Score: -19580964.000000 Penalty: 3934.487061
	Iteration 145Q: 3 clusters Score -1.958096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 179947 members 
Entering Unmasked Estep 
Score: -19580970.000000 Penalty: 3934.487061
	Iteration 146Q: 3 clusters Score -1.958097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 179949 members 
Entering Unmasked Estep 
Score: -19580966.000000 Penalty: 3934.487061
	Iteration 147Q: 3 clusters Score -1.958097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 179950 members 
Entering Unmasked Estep 
Score: -19580980.000000 Penalty: 3934.487061
	Iteration 148Q: 3 clusters Score -1.958098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 179950 members 
Entering Unmasked Estep 
Score: -19580980.000000 Penalty: 3934.487061
	Iteration 149F: 3 clusters Score -1.958098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Entering Unmasked Estep 
Score: -325772.875000 Penalty: 1307.356079
	Iteration 0F: 2 clusters Score -325772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -322979.031250 Penalty: 2614.712158
	Iteration 0F: 3 clusters Score -322979 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -323712.000000 Penalty: 2614.712158
	Iteration 1F: 3 clusters Score -323712 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -323853.000000 Penalty: 2614.712158
	Iteration 2F: 3 clusters Score -323853 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -324000.625000 Penalty: 2614.712158
	Iteration 3F: 3 clusters Score -324000.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -324149.625000 Penalty: 2614.712158
	Iteration 4F: 3 clusters Score -324149.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -324328.968750 Penalty: 2614.712158
	Iteration 5F: 3 clusters Score -324329 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -324525.531250 Penalty: 2614.712158
	Iteration 6F: 3 clusters Score -324525.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -324713.687500 Penalty: 2614.712158
	Iteration 7F: 3 clusters Score -324713.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -324930.281250 Penalty: 2614.712158
	Iteration 8F: 3 clusters Score -324930.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -325101.406250 Penalty: 2614.712158
	Iteration 9Q: 3 clusters Score -325101.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -325196.750000 Penalty: 2614.712158
	Iteration 10Q: 3 clusters Score -325196.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -325242.625000 Penalty: 2614.712158
	Iteration 11Q: 3 clusters Score -325242.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -325266.406250 Penalty: 2614.712158
	Iteration 12Q: 3 clusters Score -325266.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -325288.625000 Penalty: 2614.712158
	Iteration 13Q: 3 clusters Score -325288.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -325303.656250 Penalty: 2614.712158
	Iteration 14Q: 3 clusters Score -325303.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -325316.656250 Penalty: 2614.712158
	Iteration 15Q: 3 clusters Score -325316.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -325328.031250 Penalty: 2614.712158
	Iteration 16Q: 3 clusters Score -325328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -325336.750000 Penalty: 2614.712158
	Iteration 17Q: 3 clusters Score -325336.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -325343.281250 Penalty: 2614.712158
	Iteration 18Q: 3 clusters Score -325343.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -325350.281250 Penalty: 2614.712158
	Iteration 19Q: 3 clusters Score -325350.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -325362.625000 Penalty: 2614.712158
	Iteration 20F: 3 clusters Score -325362.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -325385.687500 Penalty: 2614.712158
	Iteration 21Q: 3 clusters Score -325385.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -325432.250000 Penalty: 2614.712158
	Iteration 22Q: 3 clusters Score -325432.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -325542.187500 Penalty: 2614.712158
	Iteration 23Q: 3 clusters Score -325542.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -325704.906250 Penalty: 2614.712158
	Iteration 24Q: 3 clusters Score -325704.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -325827.093750 Penalty: 2614.712158
	Iteration 25Q: 3 clusters Score -325827.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -325919.156250 Penalty: 2614.712158
	Iteration 26Q: 3 clusters Score -325919.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -325980.437500 Penalty: 2614.712158
	Iteration 27Q: 3 clusters Score -325980.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -326000.093750 Penalty: 2614.712158
	Iteration 28Q: 3 clusters Score -326000.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -326008.500000 Penalty: 2614.712158
	Iteration 29Q: 3 clusters Score -326008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -326012.343750 Penalty: 2614.712158
	Iteration 30Q: 3 clusters Score -326012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -326015.125000 Penalty: 2614.712158
	Iteration 31Q: 3 clusters Score -326015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -326016.031250 Penalty: 2614.712158
	Iteration 32Q: 3 clusters Score -326016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -326016.375000 Penalty: 2614.712158
	Iteration 33Q: 3 clusters Score -326016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -326021.656250 Penalty: 2614.712158
	Iteration 34F: 3 clusters Score -326021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -326022.812500 Penalty: 2614.712158
	Iteration 35Q: 3 clusters Score -326022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -326023.531250 Penalty: 2614.712158
	Iteration 36Q: 3 clusters Score -326023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -326023.906250 Penalty: 2614.712158
	Iteration 37Q: 3 clusters Score -326023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -326024.625000 Penalty: 2614.712158
	Iteration 38Q: 3 clusters Score -326024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -326024.906250 Penalty: 2614.712158
	Iteration 39Q: 3 clusters Score -326024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -326025.531250 Penalty: 2614.712158
	Iteration 40F: 3 clusters Score -326025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -326026.593750 Penalty: 2614.712158
	Iteration 41Q: 3 clusters Score -326026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -326028.718750 Penalty: 2614.712158
	Iteration 42Q: 3 clusters Score -326028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -326028.843750 Penalty: 2614.712158
	Iteration 43Q: 3 clusters Score -326028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -326028.843750 Penalty: 2614.712158
	Iteration 44F: 3 clusters Score -326028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43451 members 
Mstep: Class 3 contains 71644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 8 contains 1803 members 
Mstep: Class 9 contains 174462 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 14 contains 70068 members 
Mstep: Class 17 contains 180975 members 
Mstep: Class 18 contains 1316 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 21 contains 69156 members 
Mstep: Class 22 contains 48330 members 
Entering Unmasked Estep 
Score: -93852040.000000 Penalty: 35598.257812
Splitting cluster 18 changes total score from -93852840.000000 to -93852040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -415161.593750 Penalty: 1343.627319
	Iteration 0F: 2 clusters Score -415161.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -411894.375000 Penalty: 2687.254639
	Iteration 0F: 3 clusters Score -411894.4 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -412727.250000 Penalty: 2687.254639
	Iteration 1F: 3 clusters Score -412727.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -412920.625000 Penalty: 2687.254639
	Iteration 2F: 3 clusters Score -412920.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -413029.406250 Penalty: 2687.254639
	Iteration 3F: 3 clusters Score -413029.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -413102.812500 Penalty: 2687.254639
	Iteration 4Q: 3 clusters Score -413102.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -413169.687500 Penalty: 2687.254639
	Iteration 5Q: 3 clusters Score -413169.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -413239.093750 Penalty: 2687.254639
	Iteration 6Q: 3 clusters Score -413239.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -413301.156250 Penalty: 2687.254639
	Iteration 7Q: 3 clusters Score -413301.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -413360.500000 Penalty: 2687.254639
	Iteration 8Q: 3 clusters Score -413360.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -413404.375000 Penalty: 2687.254639
	Iteration 9Q: 3 clusters Score -413404.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -413442.281250 Penalty: 2687.254639
	Iteration 10Q: 3 clusters Score -413442.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -413477.718750 Penalty: 2687.254639
	Iteration 11Q: 3 clusters Score -413477.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -413509.750000 Penalty: 2687.254639
	Iteration 12Q: 3 clusters Score -413509.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -413538.812500 Penalty: 2687.254639
	Iteration 13Q: 3 clusters Score -413538.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -413573.250000 Penalty: 2687.254639
	Iteration 14Q: 3 clusters Score -413573.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -413615.718750 Penalty: 2687.254639
	Iteration 15Q: 3 clusters Score -413615.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -413654.062500 Penalty: 2687.254639
	Iteration 16Q: 3 clusters Score -413654.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -413686.375000 Penalty: 2687.254639
	Iteration 17Q: 3 clusters Score -413686.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -413711.468750 Penalty: 2687.254639
	Iteration 18Q: 3 clusters Score -413711.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -413737.000000 Penalty: 2687.254639
	Iteration 19Q: 3 clusters Score -413737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -413755.125000 Penalty: 2687.254639
	Iteration 20F: 3 clusters Score -413755.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -413774.343750 Penalty: 2687.254639
	Iteration 21Q: 3 clusters Score -413774.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -413792.062500 Penalty: 2687.254639
	Iteration 22Q: 3 clusters Score -413792.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -413808.218750 Penalty: 2687.254639
	Iteration 23Q: 3 clusters Score -413808.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -413825.562500 Penalty: 2687.254639
	Iteration 24Q: 3 clusters Score -413825.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -413852.031250 Penalty: 2687.254639
	Iteration 25Q: 3 clusters Score -413852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -413882.218750 Penalty: 2687.254639
	Iteration 26Q: 3 clusters Score -413882.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -413909.593750 Penalty: 2687.254639
	Iteration 27Q: 3 clusters Score -413909.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -413929.593750 Penalty: 2687.254639
	Iteration 28Q: 3 clusters Score -413929.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -413940.250000 Penalty: 2687.254639
	Iteration 29Q: 3 clusters Score -413940.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -413949.718750 Penalty: 2687.254639
	Iteration 30Q: 3 clusters Score -413949.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -413959.625000 Penalty: 2687.254639
	Iteration 31Q: 3 clusters Score -413959.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -413969.125000 Penalty: 2687.254639
	Iteration 32Q: 3 clusters Score -413969.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -413974.531250 Penalty: 2687.254639
	Iteration 33Q: 3 clusters Score -413974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -413977.375000 Penalty: 2687.254639
	Iteration 34Q: 3 clusters Score -413977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -413980.312500 Penalty: 2687.254639
	Iteration 35Q: 3 clusters Score -413980.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -413982.875000 Penalty: 2687.254639
	Iteration 36Q: 3 clusters Score -413982.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -413988.937500 Penalty: 2687.254639
	Iteration 37Q: 3 clusters Score -413988.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -413995.250000 Penalty: 2687.254639
	Iteration 38Q: 3 clusters Score -413995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -414001.906250 Penalty: 2687.254639
	Iteration 39Q: 3 clusters Score -414001.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -414010.968750 Penalty: 2687.254639
	Iteration 40F: 3 clusters Score -414011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -414022.562500 Penalty: 2687.254639
	Iteration 41Q: 3 clusters Score -414022.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -414037.593750 Penalty: 2687.254639
	Iteration 42Q: 3 clusters Score -414037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -414045.468750 Penalty: 2687.254639
	Iteration 43Q: 3 clusters Score -414045.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -414053.843750 Penalty: 2687.254639
	Iteration 44Q: 3 clusters Score -414053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -414060.750000 Penalty: 2687.254639
	Iteration 45Q: 3 clusters Score -414060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -414067.375000 Penalty: 2687.254639
	Iteration 46Q: 3 clusters Score -414067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -414071.187500 Penalty: 2687.254639
	Iteration 47Q: 3 clusters Score -414071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -414073.531250 Penalty: 2687.254639
	Iteration 48Q: 3 clusters Score -414073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -414078.062500 Penalty: 2687.254639
	Iteration 49Q: 3 clusters Score -414078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -414081.812500 Penalty: 2687.254639
	Iteration 50Q: 3 clusters Score -414081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -414083.250000 Penalty: 2687.254639
	Iteration 51Q: 3 clusters Score -414083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -414085.812500 Penalty: 2687.254639
	Iteration 52Q: 3 clusters Score -414085.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -414088.656250 Penalty: 2687.254639
	Iteration 53Q: 3 clusters Score -414088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -414090.843750 Penalty: 2687.254639
	Iteration 54Q: 3 clusters Score -414090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -414092.406250 Penalty: 2687.254639
	Iteration 55Q: 3 clusters Score -414092.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -414093.687500 Penalty: 2687.254639
	Iteration 56Q: 3 clusters Score -414093.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -414093.687500 Penalty: 2687.254639
	Iteration 57F: 3 clusters Score -414093.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Entering Unmasked Estep 
Score: -7563365.000000 Penalty: 1810.919556
	Iteration 0F: 2 clusters Score -7563365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -7516998.500000 Penalty: 3621.839111
	Iteration 0F: 3 clusters Score -7516998 nChanged 32874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -7535840.500000 Penalty: 3621.839111
	Iteration 1F: 3 clusters Score -7535840 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -7536463.000000 Penalty: 3621.839111
	Iteration 2Q: 3 clusters Score -7536463 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -7537285.000000 Penalty: 3621.839111
	Iteration 3Q: 3 clusters Score -7537285 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -7538407.500000 Penalty: 3621.839111
	Iteration 4Q: 3 clusters Score -7538408 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -7540081.500000 Penalty: 3621.839111
	Iteration 5Q: 3 clusters Score -7540082 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -7542376.000000 Penalty: 3621.839111
	Iteration 6F: 3 clusters Score -7542376 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -7545358.000000 Penalty: 3621.839111
	Iteration 7F: 3 clusters Score -7545358 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -7548702.000000 Penalty: 3621.839111
	Iteration 8F: 3 clusters Score -7548702 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -7551414.000000 Penalty: 3621.839111
	Iteration 9F: 3 clusters Score -7551414 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -7552856.000000 Penalty: 3621.839111
	Iteration 10Q: 3 clusters Score -7552856 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -7553400.000000 Penalty: 3621.839111
	Iteration 11Q: 3 clusters Score -7553400 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -7553675.500000 Penalty: 3621.839111
	Iteration 12Q: 3 clusters Score -7553676 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -7553823.000000 Penalty: 3621.839111
	Iteration 13Q: 3 clusters Score -7553823 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -7553981.500000 Penalty: 3621.839111
	Iteration 14Q: 3 clusters Score -7553982 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -7554142.000000 Penalty: 3621.839111
	Iteration 15Q: 3 clusters Score -7554142 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -7554302.500000 Penalty: 3621.839111
	Iteration 16Q: 3 clusters Score -7554302 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -7554458.500000 Penalty: 3621.839111
	Iteration 17Q: 3 clusters Score -7554458 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -7554578.500000 Penalty: 3621.839111
	Iteration 18Q: 3 clusters Score -7554578 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -7554682.500000 Penalty: 3621.839111
	Iteration 19Q: 3 clusters Score -7554682 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -7554839.000000 Penalty: 3621.839111
	Iteration 20F: 3 clusters Score -7554839 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -7554952.000000 Penalty: 3621.839111
	Iteration 21Q: 3 clusters Score -7554952 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -7555042.000000 Penalty: 3621.839111
	Iteration 22Q: 3 clusters Score -7555042 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -7555154.500000 Penalty: 3621.839111
	Iteration 23Q: 3 clusters Score -7555154 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -7555227.000000 Penalty: 3621.839111
	Iteration 24Q: 3 clusters Score -7555227 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -7555287.000000 Penalty: 3621.839111
	Iteration 25Q: 3 clusters Score -7555287 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -7555332.500000 Penalty: 3621.839111
	Iteration 26Q: 3 clusters Score -7555332 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -7555367.500000 Penalty: 3621.839111
	Iteration 27Q: 3 clusters Score -7555368 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -7555419.500000 Penalty: 3621.839111
	Iteration 28Q: 3 clusters Score -7555420 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -7555452.500000 Penalty: 3621.839111
	Iteration 29Q: 3 clusters Score -7555452 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -7555458.000000 Penalty: 3621.839111
	Iteration 30Q: 3 clusters Score -7555458 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -7555486.000000 Penalty: 3621.839111
	Iteration 31Q: 3 clusters Score -7555486 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -7555515.000000 Penalty: 3621.839111
	Iteration 32Q: 3 clusters Score -7555515 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -7555532.500000 Penalty: 3621.839111
	Iteration 33Q: 3 clusters Score -7555532 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -7555554.500000 Penalty: 3621.839111
	Iteration 34Q: 3 clusters Score -7555554 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -7555633.500000 Penalty: 3621.839111
	Iteration 35Q: 3 clusters Score -7555634 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -7555669.500000 Penalty: 3621.839111
	Iteration 36Q: 3 clusters Score -7555670 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -7555701.000000 Penalty: 3621.839111
	Iteration 37Q: 3 clusters Score -7555701 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -7555730.000000 Penalty: 3621.839111
	Iteration 38Q: 3 clusters Score -7555730 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -7555735.500000 Penalty: 3621.839111
	Iteration 39Q: 3 clusters Score -7555736 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -7555773.000000 Penalty: 3621.839111
	Iteration 40F: 3 clusters Score -7555773 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -7555790.500000 Penalty: 3621.839111
	Iteration 41Q: 3 clusters Score -7555790 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -7555834.000000 Penalty: 3621.839111
	Iteration 42Q: 3 clusters Score -7555834 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -7555858.500000 Penalty: 3621.839111
	Iteration 43Q: 3 clusters Score -7555858 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -7555871.500000 Penalty: 3621.839111
	Iteration 44Q: 3 clusters Score -7555872 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -7555898.000000 Penalty: 3621.839111
	Iteration 45Q: 3 clusters Score -7555898 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -7555919.000000 Penalty: 3621.839111
	Iteration 46Q: 3 clusters Score -7555919 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -7555983.500000 Penalty: 3621.839111
	Iteration 47Q: 3 clusters Score -7555984 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -7556008.500000 Penalty: 3621.839111
	Iteration 48Q: 3 clusters Score -7556008 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -7556046.000000 Penalty: 3621.839111
	Iteration 49Q: 3 clusters Score -7556046 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -7556070.500000 Penalty: 3621.839111
	Iteration 50Q: 3 clusters Score -7556070 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -7556105.500000 Penalty: 3621.839111
	Iteration 51Q: 3 clusters Score -7556106 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -7556164.500000 Penalty: 3621.839111
	Iteration 52Q: 3 clusters Score -7556164 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -7556196.500000 Penalty: 3621.839111
	Iteration 53Q: 3 clusters Score -7556196 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -7556238.500000 Penalty: 3621.839111
	Iteration 54Q: 3 clusters Score -7556238 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -7556248.000000 Penalty: 3621.839111
	Iteration 55Q: 3 clusters Score -7556248 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -7556276.500000 Penalty: 3621.839111
	Iteration 56Q: 3 clusters Score -7556276 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -7556290.000000 Penalty: 3621.839111
	Iteration 57Q: 3 clusters Score -7556290 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -7556319.000000 Penalty: 3621.839111
	Iteration 58Q: 3 clusters Score -7556319 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -7556366.000000 Penalty: 3621.839111
	Iteration 59Q: 3 clusters Score -7556366 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -7556419.500000 Penalty: 3621.839111
	Iteration 60F: 3 clusters Score -7556420 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -7556432.500000 Penalty: 3621.839111
	Iteration 61Q: 3 clusters Score -7556432 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -7556482.000000 Penalty: 3621.839111
	Iteration 62Q: 3 clusters Score -7556482 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -7556502.000000 Penalty: 3621.839111
	Iteration 63Q: 3 clusters Score -7556502 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -7556580.500000 Penalty: 3621.839111
	Iteration 64Q: 3 clusters Score -7556580 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -7556649.000000 Penalty: 3621.839111
	Iteration 65Q: 3 clusters Score -7556649 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -7556671.500000 Penalty: 3621.839111
	Iteration 66Q: 3 clusters Score -7556672 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -7556690.500000 Penalty: 3621.839111
	Iteration 67Q: 3 clusters Score -7556690 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -7556708.000000 Penalty: 3621.839111
	Iteration 68Q: 3 clusters Score -7556708 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -7556783.500000 Penalty: 3621.839111
	Iteration 69Q: 3 clusters Score -7556784 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -7556838.000000 Penalty: 3621.839111
	Iteration 70Q: 3 clusters Score -7556838 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -7556897.500000 Penalty: 3621.839111
	Iteration 71Q: 3 clusters Score -7556898 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -7556940.000000 Penalty: 3621.839111
	Iteration 72Q: 3 clusters Score -7556940 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -7556991.000000 Penalty: 3621.839111
	Iteration 73Q: 3 clusters Score -7556991 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -7557052.500000 Penalty: 3621.839111
	Iteration 74Q: 3 clusters Score -7557052 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -7557146.500000 Penalty: 3621.839111
	Iteration 75Q: 3 clusters Score -7557146 nChanged 462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7557212 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -7557261.500000 Penalty: 3621.839111
	Iteration 77Q: 3 clusters Score -7557262 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -7557340.500000 Penalty: 3621.839111
	Iteration 78Q: 3 clusters Score -7557340 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -7557423.000000 Penalty: 3621.839111
	Iteration 79Q: 3 clusters Score -7557423 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -7557520.000000 Penalty: 3621.839111
	Iteration 80F: 3 clusters Score -7557520 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -7557612.000000 Penalty: 3621.839111
	Iteration 81Q: 3 clusters Score -7557612 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -7557709.000000 Penalty: 3621.839111
	Iteration 82Q: 3 clusters Score -7557709 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -7557792.500000 Penalty: 3621.839111
	Iteration 83Q: 3 clusters Score -7557792 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7557888 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7557996 nChanged 497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7558084 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -7558133.000000 Penalty: 3621.839111
	Iteration 87Q: 3 clusters Score -7558133 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -7558215.500000 Penalty: 3621.839111
	Iteration 88Q: 3 clusters Score -7558216 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -7558352.500000 Penalty: 3621.839111
	Iteration 89Q: 3 clusters Score -7558352 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -7558480.500000 Penalty: 3621.839111
	Iteration 90Q: 3 clusters Score -7558480 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -7558635.000000 Penalty: 3621.839111
	Iteration 91Q: 3 clusters Score -7558635 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -7558818.500000 Penalty: 3621.839111
	Iteration 92Q: 3 clusters Score -7558818 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -7559008.000000 Penalty: 3621.839111
	Iteration 93Q: 3 clusters Score -7559008 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7559179 nChanged 640
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7559385 nChanged 567
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7559534 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7559712 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7559930 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -7560120.000000 Penalty: 3621.839111
	Iteration 99Q: 3 clusters Score -7560120 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -7560321.000000 Penalty: 3621.839111
	Iteration 100F: 3 clusters Score -7560321 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -7560507.000000 Penalty: 3621.839111
	Iteration 101Q: 3 clusters Score -7560507 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -7560690.000000 Penalty: 3621.839111
	Iteration 102Q: 3 clusters Score -7560690 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -7560849.000000 Penalty: 3621.839111
	Iteration 103Q: 3 clusters Score -7560849 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7561001.000000 Penalty: 3621.839111
	Iteration 104Q: 3 clusters Score -7561001 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -7561144.500000 Penalty: 3621.839111
	Iteration 105Q: 3 clusters Score -7561144 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -7561249.000000 Penalty: 3621.839111
	Iteration 106Q: 3 clusters Score -7561249 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7561322.000000 Penalty: 3621.839111
	Iteration 107Q: 3 clusters Score -7561322 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -7561419.000000 Penalty: 3621.839111
	Iteration 108Q: 3 clusters Score -7561419 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7561496.000000 Penalty: 3621.839111
	Iteration 109Q: 3 clusters Score -7561496 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7561564.000000 Penalty: 3621.839111
	Iteration 110Q: 3 clusters Score -7561564 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7561638.000000 Penalty: 3621.839111
	Iteration 111Q: 3 clusters Score -7561638 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7561672.500000 Penalty: 3621.839111
	Iteration 112Q: 3 clusters Score -7561672 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7561724.000000 Penalty: 3621.839111
	Iteration 113Q: 3 clusters Score -7561724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7561724.500000 Penalty: 3621.839111
	Iteration 114Q: 3 clusters Score -7561724 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7561767.000000 Penalty: 3621.839111
	Iteration 115Q: 3 clusters Score -7561767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7561790.000000 Penalty: 3621.839111
	Iteration 116Q: 3 clusters Score -7561790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7561824.500000 Penalty: 3621.839111
	Iteration 117Q: 3 clusters Score -7561824 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7561859.000000 Penalty: 3621.839111
	Iteration 118Q: 3 clusters Score -7561859 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7561879.000000 Penalty: 3621.839111
	Iteration 119Q: 3 clusters Score -7561879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7561894.500000 Penalty: 3621.839111
	Iteration 120F: 3 clusters Score -7561894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7561895.000000 Penalty: 3621.839111
	Iteration 121Q: 3 clusters Score -7561895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7561921.500000 Penalty: 3621.839111
	Iteration 122Q: 3 clusters Score -7561922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7561917.500000 Penalty: 3621.839111
	Iteration 123Q: 3 clusters Score -7561918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7561925.000000 Penalty: 3621.839111
	Iteration 124Q: 3 clusters Score -7561925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7561933.500000 Penalty: 3621.839111
	Iteration 125Q: 3 clusters Score -7561934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7561956.500000 Penalty: 3621.839111
	Iteration 126Q: 3 clusters Score -7561956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7561963.000000 Penalty: 3621.839111
	Iteration 127Q: 3 clusters Score -7561963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7561979.000000 Penalty: 3621.839111
	Iteration 128Q: 3 clusters Score -7561979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7561984.000000 Penalty: 3621.839111
	Iteration 129Q: 3 clusters Score -7561984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7561992.500000 Penalty: 3621.839111
	Iteration 130Q: 3 clusters Score -7561992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7562008.000000 Penalty: 3621.839111
	Iteration 131Q: 3 clusters Score -7562008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7562012.500000 Penalty: 3621.839111
	Iteration 132Q: 3 clusters Score -7562012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7562015.500000 Penalty: 3621.839111
	Iteration 133Q: 3 clusters Score -7562016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7562016.500000 Penalty: 3621.839111
	Iteration 134Q: 3 clusters Score -7562016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7562022.000000 Penalty: 3621.839111
	Iteration 135Q: 3 clusters Score -7562022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7562040.500000 Penalty: 3621.839111
	Iteration 136Q: 3 clusters Score -7562040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67762 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7562047.500000 Penalty: 3621.839111
	Iteration 137Q: 3 clusters Score -7562048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7562040.000000 Penalty: 3621.839111
	Iteration 138Q: 3 clusters Score -7562040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7562040.000000 Penalty: 3621.839111
	Iteration 139Q: 3 clusters Score -7562040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67777 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7562038.000000 Penalty: 3621.839111
	Iteration 140F: 3 clusters Score -7562038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7562044.500000 Penalty: 3621.839111
	Iteration 141Q: 3 clusters Score -7562044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7562044.500000 Penalty: 3621.839111
	Iteration 142Q: 3 clusters Score -7562044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7562045.500000 Penalty: 3621.839111
	Iteration 143Q: 3 clusters Score -7562046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7562048.500000 Penalty: 3621.839111
	Iteration 144Q: 3 clusters Score -7562048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7562052.000000 Penalty: 3621.839111
	Iteration 145Q: 3 clusters Score -7562052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7562052.500000 Penalty: 3621.839111
	Iteration 146Q: 3 clusters Score -7562052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7562056.500000 Penalty: 3621.839111
	Iteration 147Q: 3 clusters Score -7562056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7562052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7562052.500000 Penalty: 3621.839111
	Iteration 149F: 3 clusters Score -7562052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48330 members 
Entering Unmasked Estep 
Score: -5305030.000000 Penalty: 1752.693726
	Iteration 0F: 2 clusters Score -5305030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -5272621.500000 Penalty: 3505.387451
	Iteration 0F: 3 clusters Score -5272622 nChanged 22801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5285355.500000 Penalty: 3505.387451
	Iteration 1F: 3 clusters Score -5285356 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5285865.500000 Penalty: 3505.387451
	Iteration 2Q: 3 clusters Score -5285866 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5286504.500000 Penalty: 3505.387451
	Iteration 3Q: 3 clusters Score -5286504 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -5287383.000000 Penalty: 3505.387451
	Iteration 4Q: 3 clusters Score -5287383 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -5288447.000000 Penalty: 3505.387451
	Iteration 5Q: 3 clusters Score -5288447 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -5289706.000000 Penalty: 3505.387451
	Iteration 6Q: 3 clusters Score -5289706 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -5291256.000000 Penalty: 3505.387451
	Iteration 7F: 3 clusters Score -5291256 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -5293205.000000 Penalty: 3505.387451
	Iteration 8F: 3 clusters Score -5293205 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -5295320.500000 Penalty: 3505.387451
	Iteration 9F: 3 clusters Score -5295320 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5296803.000000 Penalty: 3505.387451
	Iteration 10F: 3 clusters Score -5296803 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -5297441.500000 Penalty: 3505.387451
	Iteration 11Q: 3 clusters Score -5297442 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5297635.000000 Penalty: 3505.387451
	Iteration 12Q: 3 clusters Score -5297635 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -5297768.500000 Penalty: 3505.387451
	Iteration 13Q: 3 clusters Score -5297768 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -5297871.500000 Penalty: 3505.387451
	Iteration 14Q: 3 clusters Score -5297872 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -5297941.500000 Penalty: 3505.387451
	Iteration 15Q: 3 clusters Score -5297942 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5298022 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5298082 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5298130 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5298168 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5298213 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5298278 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5298343 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5298408 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5298468 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5298533 nChanged 380
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Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5298580 nChanged 361
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Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5298656 nChanged 345
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Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5298742 nChanged 348
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Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5298768 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -5298823.500000 Penalty: 3505.387451
	Iteration 30Q: 3 clusters Score -5298824 nChanged 336
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Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5298888 nChanged 341
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Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5298938 nChanged 311
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Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5298988 nChanged 312
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Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5299043.500000 Penalty: 3505.387451
	Iteration 34Q: 3 clusters Score -5299044 nChanged 290
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Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5299079 nChanged 307
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Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5299124 nChanged 319
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Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5299182 nChanged 315
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Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5299217 nChanged 311
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Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5299258 nChanged 319
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Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5299318 nChanged 328
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Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5299390 nChanged 335
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Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5299450 nChanged 331
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Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5299519 nChanged 361
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Mstep: Class 1 contains 35158 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5299595 nChanged 379
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Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5299664 nChanged 366
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Mstep: Class 1 contains 35899 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5299710 nChanged 345
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Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5299790 nChanged 360
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Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 11730 members 
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	Iteration 48Q: 3 clusters Score -5299859 nChanged 355
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Mstep: Class 1 contains 36951 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5299902 nChanged 346
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Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 11035 members 
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	Iteration 50Q: 3 clusters Score -5299986 nChanged 400
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Mstep: Class 1 contains 37693 members 
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	Iteration 51Q: 3 clusters Score -5300091 nChanged 399
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Mstep: Class 1 contains 38092 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5300126 nChanged 402
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Mstep: Class 1 contains 38494 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5300228 nChanged 404
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Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5300330 nChanged 451
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Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5300442 nChanged 450
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Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5300566 nChanged 470
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Mstep: Class 1 contains 40265 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5300691 nChanged 490
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Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5300860 nChanged 548
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Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5301006 nChanged 558
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Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -5301191.500000 Penalty: 3505.387451
	Iteration 60F: 3 clusters Score -5301192 nChanged 538
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Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5301408 nChanged 525
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Mstep: Class 1 contains 42920 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5301594 nChanged 528
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Mstep: Class 1 contains 43448 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5301812 nChanged 497
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Mstep: Class 1 contains 43943 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5302024 nChanged 445
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Mstep: Class 1 contains 44386 members 
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	Iteration 65Q: 3 clusters Score -5302216 nChanged 401
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Mstep: Class 1 contains 44785 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5302354 nChanged 382
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Mstep: Class 1 contains 45165 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5302496 nChanged 350
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Mstep: Class 1 contains 45511 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5302616 nChanged 333
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Mstep: Class 1 contains 45844 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5302773 nChanged 308
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Mstep: Class 1 contains 46148 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5302915 nChanged 258
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Mstep: Class 1 contains 46400 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5303046 nChanged 211
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Mstep: Class 1 contains 46601 members 
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	Iteration 72Q: 3 clusters Score -5303119 nChanged 164
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Mstep: Class 1 contains 46751 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5303180 nChanged 140
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Mstep: Class 1 contains 46885 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5303227 nChanged 120
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5303260 nChanged 99
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	Iteration 76Q: 3 clusters Score -5303306 nChanged 100
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	Iteration 77Q: 3 clusters Score -5303345 nChanged 66
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5303370 nChanged 53
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	Iteration 79Q: 3 clusters Score -5303399 nChanged 44
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Mstep: Class 1 contains 47333 members 
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Entering Unmasked Estep 
Score: -5303422.500000 Penalty: 3505.387451
	Iteration 80F: 3 clusters Score -5303422 nChanged 38
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Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5303433 nChanged 23
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Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5303444 nChanged 29
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5303448 nChanged 32
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5303460 nChanged 26
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5303470 nChanged 14
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	Iteration 86Q: 3 clusters Score -5303477 nChanged 13
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Mstep: Class 1 contains 47476 members 
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	Iteration 87Q: 3 clusters Score -5303487 nChanged 12
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	Iteration 88Q: 3 clusters Score -5303488 nChanged 24
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5303501 nChanged 15
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5303510 nChanged 15
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	Iteration 91Q: 3 clusters Score -5303514 nChanged 10
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5303525 nChanged 12
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5303523 nChanged 14
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	Iteration 94Q: 3 clusters Score -5303528 nChanged 12
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	Iteration 95Q: 3 clusters Score -5303538 nChanged 10
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	Iteration 96Q: 3 clusters Score -5303540 nChanged 12
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	Iteration 97Q: 3 clusters Score -5303542 nChanged 5
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	Iteration 98Q: 3 clusters Score -5303544 nChanged 7
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	Iteration 99Q: 3 clusters Score -5303542 nChanged 2
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	Iteration 100F: 3 clusters Score -5303540 nChanged 4
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	Iteration 101Q: 3 clusters Score -5303546 nChanged 3
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	Iteration 102Q: 3 clusters Score -5303544 nChanged 2
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	Iteration 103Q: 3 clusters Score -5303544 nChanged 6
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	Iteration 104Q: 3 clusters Score -5303552 nChanged 9
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	Iteration 105Q: 3 clusters Score -5303553 nChanged 5
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	Iteration 106Q: 3 clusters Score -5303552 nChanged 4
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5303556 nChanged 5
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	Iteration 108Q: 3 clusters Score -5303556 nChanged 3
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	Iteration 109Q: 3 clusters Score -5303558 nChanged 3
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Score: -5303564.000000 Penalty: 3505.387451
	Iteration 110Q: 3 clusters Score -5303564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5303566.000000 Penalty: 3505.387451
	Iteration 111Q: 3 clusters Score -5303566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5303562.500000 Penalty: 3505.387451
	Iteration 112Q: 3 clusters Score -5303562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5303568.000000 Penalty: 3505.387451
	Iteration 113Q: 3 clusters Score -5303568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5303569.500000 Penalty: 3505.387451
	Iteration 114Q: 3 clusters Score -5303570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5303568.500000 Penalty: 3505.387451
	Iteration 115Q: 3 clusters Score -5303568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5303572.000000 Penalty: 3505.387451
	Iteration 116Q: 3 clusters Score -5303572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5303571.000000 Penalty: 3505.387451
	Iteration 117Q: 3 clusters Score -5303571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5303570.000000 Penalty: 3505.387451
	Iteration 118Q: 3 clusters Score -5303570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5303570.000000 Penalty: 3505.387451
	Iteration 119F: 3 clusters Score -5303570 nChanged 0
--- Evaluating fit on full set of 2650478 points ---
Entering Unmasked Estep 
Score: -281678272.000000 Penalty: 36051.234375
23->16 Clusters: Score -281678272.000000, best is -282345184.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 883492 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 38189 members 
Mstep: Class 3 contains 38199 members 
Mstep: Class 4 contains 38573 members 
Mstep: Class 5 contains 38317 members 
Mstep: Class 6 contains 38624 members 
Mstep: Class 7 contains 38264 members 
Mstep: Class 8 contains 38286 members 
Mstep: Class 9 contains 38291 members 
Mstep: Class 10 contains 38526 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 38339 members 
Mstep: Class 13 contains 38613 members 
Mstep: Class 14 contains 38483 members 
Mstep: Class 15 contains 38265 members 
Mstep: Class 16 contains 38539 members 
Mstep: Class 17 contains 38900 members 
Mstep: Class 18 contains 38180 members 
Mstep: Class 19 contains 38245 members 
Mstep: Class 20 contains 38284 members 
Mstep: Class 21 contains 38554 members 
Mstep: Class 22 contains 38789 members 
Mstep: Class 23 contains 38281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 314.449219 but Gain 2224.890625
Score: -90749856.000000 Penalty: 48947.601562
Iteration 0F: 23 clusters Score -9.074986e+07 nChanged 842215
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 20234 members 
Mstep: Class 3 contains 20561 members 
Mstep: Class 4 contains 62901 members 
Mstep: Class 5 contains 15075 members 
Mstep: Class 6 contains 41710 members 
Mstep: Class 7 contains 29505 members 
Mstep: Class 8 contains 29343 members 
Mstep: Class 9 contains 21057 members 
Mstep: Class 10 contains 23079 members 
Mstep: Class 11 contains 23653 members 
Mstep: Class 12 contains 15855 members 
Mstep: Class 13 contains 81452 members 
Mstep: Class 14 contains 24321 members 
Mstep: Class 15 contains 39716 members 
Mstep: Class 16 contains 89383 members 
Mstep: Class 17 contains 43102 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 83392 members 
Mstep: Class 20 contains 59338 members 
Mstep: Class 21 contains 18953 members 
Mstep: Class 22 contains 32164 members 
Mstep: Class 23 contains 82956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92728664.000000 Penalty: 48947.601562
Iteration 1F: 23 clusters Score -9.272866e+07 nChanged 306426
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 17409 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 60573 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 50975 members 
Mstep: Class 7 contains 31845 members 
Mstep: Class 8 contains 29790 members 
Mstep: Class 9 contains 16745 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 15059 members 
Mstep: Class 12 contains 10838 members 
Mstep: Class 13 contains 82424 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 44621 members 
Mstep: Class 16 contains 112659 members 
Mstep: Class 17 contains 50406 members 
Mstep: Class 18 contains 20488 members 
Mstep: Class 19 contains 95076 members 
Mstep: Class 20 contains 49030 members 
Mstep: Class 21 contains 13578 members 
Mstep: Class 22 contains 32096 members 
Mstep: Class 23 contains 96536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1932.672729 but Gain 2224.890625
Score: -93100552.000000 Penalty: 46722.710938
Iteration 2F: 22 clusters Score -9.310055e+07 nChanged 205047
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 12694 members 
Mstep: Class 3 contains 8370 members 
Mstep: Class 4 contains 58156 members 
Mstep: Class 6 contains 50061 members 
Mstep: Class 7 contains 26899 members 
Mstep: Class 8 contains 24236 members 
Mstep: Class 9 contains 11705 members 
Mstep: Class 10 contains 16948 members 
Mstep: Class 11 contains 9536 members 
Mstep: Class 12 contains 6779 members 
Mstep: Class 13 contains 89597 members 
Mstep: Class 14 contains 5353 members 
Mstep: Class 15 contains 39650 members 
Mstep: Class 16 contains 149435 members 
Mstep: Class 17 contains 48712 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 110139 members 
Mstep: Class 20 contains 42186 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 27227 members 
Mstep: Class 23 contains 122984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93306008.000000 Penalty: 46722.710938
Iteration 3F: 22 clusters Score -9.330601e+07 nChanged 165769
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 8029 members 
Mstep: Class 3 contains 5278 members 
Mstep: Class 4 contains 54366 members 
Mstep: Class 6 contains 42945 members 
Mstep: Class 7 contains 19434 members 
Mstep: Class 8 contains 17220 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 11783 members 
Mstep: Class 11 contains 6011 members 
Mstep: Class 12 contains 3859 members 
Mstep: Class 13 contains 99355 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 15 contains 30736 members 
Mstep: Class 16 contains 194212 members 
Mstep: Class 17 contains 42333 members 
Mstep: Class 18 contains 8889 members 
Mstep: Class 19 contains 122777 members 
Mstep: Class 20 contains 33611 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 20519 members 
Mstep: Class 23 contains 148060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1514.584961 but Gain 2224.890625
Score: -93458088.000000 Penalty: 44497.820312
Iteration 4F: 21 clusters Score -9.345809e+07 nChanged 143019
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 50980 members 
Mstep: Class 6 contains 33217 members 
Mstep: Class 7 contains 12578 members 
Mstep: Class 8 contains 11173 members 
Mstep: Class 9 contains 4091 members 
Mstep: Class 10 contains 7768 members 
Mstep: Class 11 contains 3448 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 108202 members 
Mstep: Class 14 contains 1591 members 
Mstep: Class 15 contains 21363 members 
Mstep: Class 16 contains 238907 members 
Mstep: Class 17 contains 33718 members 
Mstep: Class 18 contains 5062 members 
Mstep: Class 19 contains 132912 members 
Mstep: Class 20 contains 26744 members 
Mstep: Class 22 contains 13972 members 
Mstep: Class 23 contains 167553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1399.694214 but Gain 2224.890625
Score: -93566312.000000 Penalty: 42272.929688
Iteration 5F: 20 clusters Score -9.356631e+07 nChanged 111306
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 48561 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 7813 members 
Mstep: Class 8 contains 7076 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 13 contains 113889 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 15 contains 13850 members 
Mstep: Class 16 contains 261454 members 
Mstep: Class 17 contains 26136 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 145982 members 
Mstep: Class 20 contains 22557 members 
Mstep: Class 22 contains 9354 members 
Mstep: Class 23 contains 182657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1016.640564 but Gain 2224.890625
Score: -93628016.000000 Penalty: 40048.039062
Iteration 6F: 19 clusters Score -9.362802e+07 nChanged 79707
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 47000 members 
Mstep: Class 6 contains 19138 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 13 contains 118908 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8661 members 
Mstep: Class 16 contains 259829 members 
Mstep: Class 17 contains 21232 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 162389 members 
Mstep: Class 20 contains 20649 members 
Mstep: Class 22 contains 6510 members 
Mstep: Class 23 contains 195540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 934.541138 but Gain 2224.890625
Score: -93663920.000000 Penalty: 37823.148438
Iteration 7F: 18 clusters Score -9.366392e+07 nChanged 58281
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 46109 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 3288 members 
Mstep: Class 8 contains 3728 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 4402 members 
Mstep: Class 13 contains 122086 members 
Mstep: Class 14 contains 1366 members 
Mstep: Class 15 contains 5265 members 
Mstep: Class 16 contains 247959 members 
Mstep: Class 17 contains 18296 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 179008 members 
Mstep: Class 20 contains 20170 members 
Mstep: Class 22 contains 4835 members 
Mstep: Class 23 contains 205089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1469.862427 but Gain 2224.890625
Score: -93689872.000000 Penalty: 35598.257812
Iteration 8F: 17 clusters Score -9.368987e+07 nChanged 44735
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 45746 members 
Mstep: Class 6 contains 14062 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 3285 members 
Mstep: Class 10 contains 4818 members 
Mstep: Class 13 contains 123970 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 233993 members 
Mstep: Class 17 contains 16457 members 
Mstep: Class 18 contains 1790 members 
Mstep: Class 19 contains 194833 members 
Mstep: Class 20 contains 20388 members 
Mstep: Class 22 contains 3810 members 
Mstep: Class 23 contains 210409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1757.165039 but Gain 2224.890625
Score: -93707448.000000 Penalty: 33373.367188
Iteration 9F: 16 clusters Score -9.370745e+07 nChanged 37407
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 45618 members 
Mstep: Class 6 contains 12887 members 
Mstep: Class 8 contains 3353 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 13 contains 125211 members 
Mstep: Class 14 contains 1622 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 16 contains 220971 members 
Mstep: Class 17 contains 15230 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 210367 members 
Mstep: Class 20 contains 20852 members 
Mstep: Class 22 contains 3196 members 
Mstep: Class 23 contains 211601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1667.002808 but Gain 2224.892578
Score: -93724232.000000 Penalty: 31148.474609
Iteration 10Q: 15 clusters Score -9.372423e+07 nChanged 31763
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2988 members 
Mstep: Class 4 contains 45676 members 
Mstep: Class 6 contains 12067 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 13 contains 125935 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 16 contains 210554 members 
Mstep: Class 17 contains 14293 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 224280 members 
Mstep: Class 20 contains 21409 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 209697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93736560.000000 Penalty: 31148.474609
Iteration 11Q: 15 clusters Score -9.373656e+07 nChanged 25315
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 45701 members 
Mstep: Class 6 contains 11424 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 10 contains 7278 members 
Mstep: Class 13 contains 125862 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 16 contains 202726 members 
Mstep: Class 17 contains 13583 members 
Mstep: Class 18 contains 2121 members 
Mstep: Class 19 contains 235119 members 
Mstep: Class 20 contains 21993 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 206013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93745400.000000 Penalty: 31148.474609
Iteration 12Q: 15 clusters Score -9.37454e+07 nChanged 21640
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 45735 members 
Mstep: Class 6 contains 10841 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 13 contains 125589 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 16 contains 197288 members 
Mstep: Class 17 contains 13196 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 243665 members 
Mstep: Class 20 contains 22607 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 201726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93752384.000000 Penalty: 31148.474609
Iteration 13Q: 15 clusters Score -9.375238e+07 nChanged 18397
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2864 members 
Mstep: Class 4 contains 45757 members 
Mstep: Class 6 contains 10308 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 10 contains 9378 members 
Mstep: Class 13 contains 125124 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 16 contains 193715 members 
Mstep: Class 17 contains 13075 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 249932 members 
Mstep: Class 20 contains 23209 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 197627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93758712.000000 Penalty: 31148.474609
Iteration 14Q: 15 clusters Score -9.375871e+07 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 45696 members 
Mstep: Class 6 contains 9735 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 10 contains 10533 members 
Mstep: Class 13 contains 124595 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 16 contains 191463 members 
Mstep: Class 17 contains 13166 members 
Mstep: Class 18 contains 2697 members 
Mstep: Class 19 contains 254074 members 
Mstep: Class 20 contains 23736 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 194186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93764112.000000 Penalty: 31148.474609
Iteration 15Q: 15 clusters Score -9.376411e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 45624 members 
Mstep: Class 6 contains 9141 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 10 contains 11727 members 
Mstep: Class 13 contains 123983 members 
Mstep: Class 14 contains 2303 members 
Mstep: Class 16 contains 190274 members 
Mstep: Class 17 contains 13447 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 256347 members 
Mstep: Class 20 contains 24220 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 191449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93768096.000000 Penalty: 31148.474609
Iteration 16Q: 15 clusters Score -9.37681e+07 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 45549 members 
Mstep: Class 6 contains 8511 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 10 contains 12973 members 
Mstep: Class 13 contains 123360 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 16 contains 189677 members 
Mstep: Class 17 contains 13820 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 257294 members 
Mstep: Class 20 contains 24690 members 
Mstep: Class 22 contains 3200 members 
Mstep: Class 23 contains 189342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93771408.000000 Penalty: 31148.474609
Iteration 17Q: 15 clusters Score -9.377141e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 45473 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 10 contains 14162 members 
Mstep: Class 13 contains 122784 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 16 contains 189228 members 
Mstep: Class 17 contains 14310 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 257181 members 
Mstep: Class 20 contains 25112 members 
Mstep: Class 22 contains 3398 members 
Mstep: Class 23 contains 188004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93774032.000000 Penalty: 31148.474609
Iteration 18Q: 15 clusters Score -9.377403e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 45397 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 8 contains 7782 members 
Mstep: Class 10 contains 15294 members 
Mstep: Class 13 contains 122303 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 16 contains 188888 members 
Mstep: Class 17 contains 14898 members 
Mstep: Class 18 contains 3571 members 
Mstep: Class 19 contains 256238 members 
Mstep: Class 20 contains 25506 members 
Mstep: Class 22 contains 3600 members 
Mstep: Class 23 contains 187239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93776120.000000 Penalty: 31148.474609
Iteration 19Q: 15 clusters Score -9.377612e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2827 members 
Mstep: Class 4 contains 45322 members 
Mstep: Class 6 contains 7056 members 
Mstep: Class 8 contains 8284 members 
Mstep: Class 10 contains 16367 members 
Mstep: Class 13 contains 121936 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 16 contains 188681 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 3745 members 
Mstep: Class 19 contains 254439 members 
Mstep: Class 20 contains 25873 members 
Mstep: Class 22 contains 3814 members 
Mstep: Class 23 contains 187022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93778064.000000 Penalty: 31148.474609
Iteration 20F: 15 clusters Score -9.377806e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 45252 members 
Mstep: Class 6 contains 6700 members 
Mstep: Class 8 contains 9130 members 
Mstep: Class 10 contains 17620 members 
Mstep: Class 13 contains 121636 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 16 contains 188376 members 
Mstep: Class 17 contains 16554 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 251530 members 
Mstep: Class 20 contains 26233 members 
Mstep: Class 22 contains 4104 members 
Mstep: Class 23 contains 187025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93779264.000000 Penalty: 31148.474609
Iteration 21Q: 15 clusters Score -9.377926e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 45179 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 8 contains 9983 members 
Mstep: Class 10 contains 18846 members 
Mstep: Class 13 contains 121384 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 16 contains 188065 members 
Mstep: Class 17 contains 17566 members 
Mstep: Class 18 contains 4167 members 
Mstep: Class 19 contains 248222 members 
Mstep: Class 20 contains 26567 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 187244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93780928.000000 Penalty: 31148.474609
Iteration 22Q: 15 clusters Score -9.378093e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 45145 members 
Mstep: Class 6 contains 6282 members 
Mstep: Class 8 contains 10847 members 
Mstep: Class 10 contains 20129 members 
Mstep: Class 13 contains 121179 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 16 contains 187814 members 
Mstep: Class 17 contains 18596 members 
Mstep: Class 18 contains 4411 members 
Mstep: Class 19 contains 244397 members 
Mstep: Class 20 contains 26890 members 
Mstep: Class 22 contains 4765 members 
Mstep: Class 23 contains 187634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93782232.000000 Penalty: 31148.474609
Iteration 23Q: 15 clusters Score -9.378223e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 45125 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 8 contains 11781 members 
Mstep: Class 10 contains 21389 members 
Mstep: Class 13 contains 121085 members 
Mstep: Class 14 contains 2524 members 
Mstep: Class 16 contains 187603 members 
Mstep: Class 17 contains 19724 members 
Mstep: Class 18 contains 4655 members 
Mstep: Class 19 contains 240071 members 
Mstep: Class 20 contains 27182 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 188076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93783648.000000 Penalty: 31148.474609
Iteration 24Q: 15 clusters Score -9.378365e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2884 members 
Mstep: Class 4 contains 45094 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 10 contains 22598 members 
Mstep: Class 13 contains 121132 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 16 contains 187335 members 
Mstep: Class 17 contains 20951 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 235385 members 
Mstep: Class 20 contains 27478 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 188576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93783784.000000 Penalty: 31148.474609
Iteration 25Q: 15 clusters Score -9.378378e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 45076 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 8 contains 13790 members 
Mstep: Class 10 contains 23754 members 
Mstep: Class 13 contains 121351 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 16 contains 187136 members 
Mstep: Class 17 contains 22242 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 230300 members 
Mstep: Class 20 contains 27765 members 
Mstep: Class 22 contains 6130 members 
Mstep: Class 23 contains 189200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93784392.000000 Penalty: 31148.474609
Iteration 26Q: 15 clusters Score -9.378439e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 45092 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 8 contains 14790 members 
Mstep: Class 10 contains 24908 members 
Mstep: Class 13 contains 121634 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 16 contains 186747 members 
Mstep: Class 17 contains 23539 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 225325 members 
Mstep: Class 20 contains 28069 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 189682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93785640.000000 Penalty: 31148.474609
Iteration 27Q: 15 clusters Score -9.378564e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 45074 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 8 contains 15818 members 
Mstep: Class 10 contains 26002 members 
Mstep: Class 13 contains 122006 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 16 contains 186422 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 5581 members 
Mstep: Class 19 contains 220199 members 
Mstep: Class 20 contains 28398 members 
Mstep: Class 22 contains 7136 members 
Mstep: Class 23 contains 190150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93787312.000000 Penalty: 31148.474609
Iteration 28Q: 15 clusters Score -9.378731e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 45049 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 8 contains 16854 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 13 contains 122454 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 16 contains 186090 members 
Mstep: Class 17 contains 26241 members 
Mstep: Class 18 contains 5891 members 
Mstep: Class 19 contains 215191 members 
Mstep: Class 20 contains 28735 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 190365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93788792.000000 Penalty: 31148.474609
Iteration 29Q: 15 clusters Score -9.378879e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 6 contains 6541 members 
Mstep: Class 8 contains 17860 members 
Mstep: Class 10 contains 28257 members 
Mstep: Class 13 contains 122843 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 16 contains 185717 members 
Mstep: Class 17 contains 27549 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 210432 members 
Mstep: Class 20 contains 29090 members 
Mstep: Class 22 contains 8265 members 
Mstep: Class 23 contains 190435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93790208.000000 Penalty: 31148.474609
Iteration 30Q: 15 clusters Score -9.379021e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 44958 members 
Mstep: Class 6 contains 6608 members 
Mstep: Class 8 contains 18848 members 
Mstep: Class 10 contains 29303 members 
Mstep: Class 13 contains 123174 members 
Mstep: Class 14 contains 2122 members 
Mstep: Class 16 contains 185370 members 
Mstep: Class 17 contains 28766 members 
Mstep: Class 18 contains 6515 members 
Mstep: Class 19 contains 206244 members 
Mstep: Class 20 contains 29481 members 
Mstep: Class 22 contains 8834 members 
Mstep: Class 23 contains 190125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93792104.000000 Penalty: 31148.474609
Iteration 31Q: 15 clusters Score -9.37921e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3176 members 
Mstep: Class 4 contains 44909 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 8 contains 19806 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 13 contains 123518 members 
Mstep: Class 14 contains 2039 members 
Mstep: Class 16 contains 184769 members 
Mstep: Class 17 contains 29923 members 
Mstep: Class 18 contains 6818 members 
Mstep: Class 19 contains 202593 members 
Mstep: Class 20 contains 29855 members 
Mstep: Class 22 contains 9437 members 
Mstep: Class 23 contains 189642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93794672.000000 Penalty: 31148.474609
Iteration 32Q: 15 clusters Score -9.379467e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3214 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 6 contains 6695 members 
Mstep: Class 8 contains 20750 members 
Mstep: Class 10 contains 31353 members 
Mstep: Class 13 contains 123782 members 
Mstep: Class 14 contains 1983 members 
Mstep: Class 16 contains 184079 members 
Mstep: Class 17 contains 31021 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 199354 members 
Mstep: Class 20 contains 30249 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 188990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93796496.000000 Penalty: 31148.474609
Iteration 33Q: 15 clusters Score -9.37965e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3255 members 
Mstep: Class 4 contains 44812 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 8 contains 21563 members 
Mstep: Class 10 contains 32348 members 
Mstep: Class 13 contains 123954 members 
Mstep: Class 14 contains 1934 members 
Mstep: Class 16 contains 183412 members 
Mstep: Class 17 contains 31983 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 196556 members 
Mstep: Class 20 contains 30632 members 
Mstep: Class 22 contains 10587 members 
Mstep: Class 23 contains 188313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93798480.000000 Penalty: 31148.474609
Iteration 34Q: 15 clusters Score -9.379848e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 44756 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 8 contains 22280 members 
Mstep: Class 10 contains 33274 members 
Mstep: Class 13 contains 124001 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 16 contains 182693 members 
Mstep: Class 17 contains 32847 members 
Mstep: Class 18 contains 7631 members 
Mstep: Class 19 contains 194240 members 
Mstep: Class 20 contains 31024 members 
Mstep: Class 22 contains 11150 members 
Mstep: Class 23 contains 187663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93800456.000000 Penalty: 31148.474609
Iteration 35Q: 15 clusters Score -9.380046e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 44711 members 
Mstep: Class 6 contains 6741 members 
Mstep: Class 8 contains 22912 members 
Mstep: Class 10 contains 34134 members 
Mstep: Class 13 contains 123988 members 
Mstep: Class 14 contains 1842 members 
Mstep: Class 16 contains 181988 members 
Mstep: Class 17 contains 33617 members 
Mstep: Class 18 contains 7831 members 
Mstep: Class 19 contains 192334 members 
Mstep: Class 20 contains 31399 members 
Mstep: Class 22 contains 11671 members 
Mstep: Class 23 contains 186975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93801776.000000 Penalty: 31148.474609
Iteration 36Q: 15 clusters Score -9.380178e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 44643 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 8 contains 23488 members 
Mstep: Class 10 contains 34983 members 
Mstep: Class 13 contains 123891 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 16 contains 181525 members 
Mstep: Class 17 contains 34321 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 190412 members 
Mstep: Class 20 contains 31781 members 
Mstep: Class 22 contains 12105 members 
Mstep: Class 23 contains 186421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93802984.000000 Penalty: 31148.474609
Iteration 37Q: 15 clusters Score -9.380298e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 44592 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 8 contains 24025 members 
Mstep: Class 10 contains 35783 members 
Mstep: Class 13 contains 123727 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 16 contains 181136 members 
Mstep: Class 17 contains 34988 members 
Mstep: Class 18 contains 8165 members 
Mstep: Class 19 contains 188631 members 
Mstep: Class 20 contains 32175 members 
Mstep: Class 22 contains 12491 members 
Mstep: Class 23 contains 185905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93804688.000000 Penalty: 31148.474609
Iteration 38Q: 15 clusters Score -9.380469e+07 nChanged 5794
Entering ConstructFrom: 
Score: -93804688.000000 Penalty: 31148.474609
Entering ConstructFrom: 
Trying to split cluster 3 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -353822.031250 Penalty: 1320.366943
	Iteration 0F: 2 clusters Score -353822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -350907.250000 Penalty: 2640.733887
	Iteration 0F: 3 clusters Score -350907.2 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -351836.062500 Penalty: 2640.733887
	Iteration 1F: 3 clusters Score -351836.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -352197.406250 Penalty: 2640.733887
	Iteration 2F: 3 clusters Score -352197.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -352424.562500 Penalty: 2640.733887
	Iteration 3F: 3 clusters Score -352424.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -352610.843750 Penalty: 2640.733887
	Iteration 4F: 3 clusters Score -352610.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -352764.468750 Penalty: 2640.733887
	Iteration 5F: 3 clusters Score -352764.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -352928.656250 Penalty: 2640.733887
	Iteration 6F: 3 clusters Score -352928.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -353075.843750 Penalty: 2640.733887
	Iteration 7Q: 3 clusters Score -353075.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -353204.781250 Penalty: 2640.733887
	Iteration 8Q: 3 clusters Score -353204.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -353325.562500 Penalty: 2640.733887
	Iteration 9Q: 3 clusters Score -353325.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -353433.750000 Penalty: 2640.733887
	Iteration 10Q: 3 clusters Score -353433.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -353495.218750 Penalty: 2640.733887
	Iteration 11Q: 3 clusters Score -353495.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -353540.750000 Penalty: 2640.733887
	Iteration 12Q: 3 clusters Score -353540.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -353580.125000 Penalty: 2640.733887
	Iteration 13Q: 3 clusters Score -353580.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -353598.500000 Penalty: 2640.733887
	Iteration 14Q: 3 clusters Score -353598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -353607.875000 Penalty: 2640.733887
	Iteration 15Q: 3 clusters Score -353607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -353610.156250 Penalty: 2640.733887
	Iteration 16Q: 3 clusters Score -353610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -353624.906250 Penalty: 2640.733887
	Iteration 17F: 3 clusters Score -353624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -353644.937500 Penalty: 2640.733887
	Iteration 18Q: 3 clusters Score -353644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -353677.093750 Penalty: 2640.733887
	Iteration 19Q: 3 clusters Score -353677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -353685.375000 Penalty: 2640.733887
	Iteration 20F: 3 clusters Score -353685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -353688.406250 Penalty: 2640.733887
	Iteration 21Q: 3 clusters Score -353688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -353691.687500 Penalty: 2640.733887
	Iteration 22Q: 3 clusters Score -353691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -353693.406250 Penalty: 2640.733887
	Iteration 23Q: 3 clusters Score -353693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -353695.562500 Penalty: 2640.733887
	Iteration 24Q: 3 clusters Score -353695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -353697.531250 Penalty: 2640.733887
	Iteration 25Q: 3 clusters Score -353697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -353698.312500 Penalty: 2640.733887
	Iteration 26Q: 3 clusters Score -353698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -353698.312500 Penalty: 2640.733887
	Iteration 27F: 3 clusters Score -353698.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Entering Unmasked Estep 
Score: -4743091.500000 Penalty: 1739.470581
	Iteration 0F: 2 clusters Score -4743092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -4713463.000000 Penalty: 3478.941162
	Iteration 0F: 3 clusters Score -4713463 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -4725461.500000 Penalty: 3478.941162
	Iteration 1F: 3 clusters Score -4725462 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -4726380.500000 Penalty: 3478.941162
	Iteration 2Q: 3 clusters Score -4726380 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -4727641.000000 Penalty: 3478.941162
	Iteration 3F: 3 clusters Score -4727641 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -4729551.500000 Penalty: 3478.941162
	Iteration 4F: 3 clusters Score -4729552 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4732258.500000 Penalty: 3478.941162
	Iteration 5F: 3 clusters Score -4732258 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4735377.500000 Penalty: 3478.941162
	Iteration 6F: 3 clusters Score -4735378 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4738158.000000 Penalty: 3478.941162
	Iteration 7F: 3 clusters Score -4738158 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4740034.500000 Penalty: 3478.941162
	Iteration 8Q: 3 clusters Score -4740034 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -4740978.000000 Penalty: 3478.941162
	Iteration 9Q: 3 clusters Score -4740978 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -4741439.500000 Penalty: 3478.941162
	Iteration 10Q: 3 clusters Score -4741440 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4741707.000000 Penalty: 3478.941162
	Iteration 11Q: 3 clusters Score -4741707 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -4741846.000000 Penalty: 3478.941162
	Iteration 12Q: 3 clusters Score -4741846 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -4741991.000000 Penalty: 3478.941162
	Iteration 13Q: 3 clusters Score -4741991 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -4742062.500000 Penalty: 3478.941162
	Iteration 14Q: 3 clusters Score -4742062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -4742083.500000 Penalty: 3478.941162
	Iteration 15Q: 3 clusters Score -4742084 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -4742120.500000 Penalty: 3478.941162
	Iteration 16Q: 3 clusters Score -4742120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -4742148.500000 Penalty: 3478.941162
	Iteration 17Q: 3 clusters Score -4742148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -4742180.500000 Penalty: 3478.941162
	Iteration 18Q: 3 clusters Score -4742180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -4742191.500000 Penalty: 3478.941162
	Iteration 19Q: 3 clusters Score -4742192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -4742182.500000 Penalty: 3478.941162
	Iteration 20F: 3 clusters Score -4742182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -4742192.500000 Penalty: 3478.941162
	Iteration 21Q: 3 clusters Score -4742192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -4742197.500000 Penalty: 3478.941162
	Iteration 22Q: 3 clusters Score -4742198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -4742195.000000 Penalty: 3478.941162
	Iteration 23Q: 3 clusters Score -4742195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -4742203.000000 Penalty: 3478.941162
	Iteration 24Q: 3 clusters Score -4742203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -4742215.000000 Penalty: 3478.941162
	Iteration 25Q: 3 clusters Score -4742215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -4742208.500000 Penalty: 3478.941162
	Iteration 26Q: 3 clusters Score -4742208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -4742212.000000 Penalty: 3478.941162
	Iteration 27Q: 3 clusters Score -4742212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -4742220.500000 Penalty: 3478.941162
	Iteration 28Q: 3 clusters Score -4742220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -4742229.000000 Penalty: 3478.941162
	Iteration 29Q: 3 clusters Score -4742229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4742247.500000 Penalty: 3478.941162
	Iteration 30Q: 3 clusters Score -4742248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -4742245.500000 Penalty: 3478.941162
	Iteration 31Q: 3 clusters Score -4742246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -4742240.000000 Penalty: 3478.941162
	Iteration 32Q: 3 clusters Score -4742240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -4742247.500000 Penalty: 3478.941162
	Iteration 33Q: 3 clusters Score -4742248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -4742250.000000 Penalty: 3478.941162
	Iteration 34Q: 3 clusters Score -4742250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -4742256.500000 Penalty: 3478.941162
	Iteration 35Q: 3 clusters Score -4742256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -4742275.500000 Penalty: 3478.941162
	Iteration 36Q: 3 clusters Score -4742276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -4742290.500000 Penalty: 3478.941162
	Iteration 37Q: 3 clusters Score -4742290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -4742307.500000 Penalty: 3478.941162
	Iteration 38Q: 3 clusters Score -4742308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -4742316.000000 Penalty: 3478.941162
	Iteration 39Q: 3 clusters Score -4742316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -4742361.000000 Penalty: 3478.941162
	Iteration 40F: 3 clusters Score -4742361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -4742395.000000 Penalty: 3478.941162
	Iteration 41Q: 3 clusters Score -4742395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -4742426.000000 Penalty: 3478.941162
	Iteration 42Q: 3 clusters Score -4742426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -4742466.000000 Penalty: 3478.941162
	Iteration 43Q: 3 clusters Score -4742466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -4742487.500000 Penalty: 3478.941162
	Iteration 44Q: 3 clusters Score -4742488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -4742511.000000 Penalty: 3478.941162
	Iteration 45Q: 3 clusters Score -4742511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -4742520.500000 Penalty: 3478.941162
	Iteration 46Q: 3 clusters Score -4742520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -4742531.500000 Penalty: 3478.941162
	Iteration 47Q: 3 clusters Score -4742532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -4742528.500000 Penalty: 3478.941162
	Iteration 48Q: 3 clusters Score -4742528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -4742532.500000 Penalty: 3478.941162
	Iteration 49Q: 3 clusters Score -4742532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -4742543.500000 Penalty: 3478.941162
	Iteration 50Q: 3 clusters Score -4742544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -4742548.500000 Penalty: 3478.941162
	Iteration 51Q: 3 clusters Score -4742548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -4742549.500000 Penalty: 3478.941162
	Iteration 52Q: 3 clusters Score -4742550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -4742550.000000 Penalty: 3478.941162
	Iteration 53Q: 3 clusters Score -4742550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -4742549.000000 Penalty: 3478.941162
	Iteration 54Q: 3 clusters Score -4742549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4742557.000000 Penalty: 3478.941162
	Iteration 55Q: 3 clusters Score -4742557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -4742564.500000 Penalty: 3478.941162
	Iteration 56Q: 3 clusters Score -4742564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -4742565.500000 Penalty: 3478.941162
	Iteration 57Q: 3 clusters Score -4742566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -4742568.000000 Penalty: 3478.941162
	Iteration 58Q: 3 clusters Score -4742568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -4742582.500000 Penalty: 3478.941162
	Iteration 59Q: 3 clusters Score -4742582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -4742621.500000 Penalty: 3478.941162
	Iteration 60F: 3 clusters Score -4742622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -4742710.000000 Penalty: 3478.941162
	Iteration 61Q: 3 clusters Score -4742710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -4742771.000000 Penalty: 3478.941162
	Iteration 62Q: 3 clusters Score -4742771 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -4742791.000000 Penalty: 3478.941162
	Iteration 63Q: 3 clusters Score -4742791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -4742808.500000 Penalty: 3478.941162
	Iteration 64Q: 3 clusters Score -4742808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -4742819.000000 Penalty: 3478.941162
	Iteration 65Q: 3 clusters Score -4742819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -4742828.500000 Penalty: 3478.941162
	Iteration 66Q: 3 clusters Score -4742828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -4742828.000000 Penalty: 3478.941162
	Iteration 67Q: 3 clusters Score -4742828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -4742828.500000 Penalty: 3478.941162
	Iteration 68Q: 3 clusters Score -4742828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -4742846.000000 Penalty: 3478.941162
	Iteration 69Q: 3 clusters Score -4742846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -4742847.500000 Penalty: 3478.941162
	Iteration 70Q: 3 clusters Score -4742848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -4742854.000000 Penalty: 3478.941162
	Iteration 71Q: 3 clusters Score -4742854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -4742850.500000 Penalty: 3478.941162
	Iteration 72Q: 3 clusters Score -4742850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -4742849.500000 Penalty: 3478.941162
	Iteration 73Q: 3 clusters Score -4742850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -4742850.000000 Penalty: 3478.941162
	Iteration 74Q: 3 clusters Score -4742850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -4742852.000000 Penalty: 3478.941162
	Iteration 75Q: 3 clusters Score -4742852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -4742851.000000 Penalty: 3478.941162
	Iteration 76Q: 3 clusters Score -4742851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -4742852.500000 Penalty: 3478.941162
	Iteration 77Q: 3 clusters Score -4742852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -4742855.000000 Penalty: 3478.941162
	Iteration 78Q: 3 clusters Score -4742855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -4742853.000000 Penalty: 3478.941162
	Iteration 79Q: 3 clusters Score -4742853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -4742912.500000 Penalty: 3478.941162
	Iteration 80F: 3 clusters Score -4742912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -4742946.500000 Penalty: 3478.941162
	Iteration 81Q: 3 clusters Score -4742946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -4742954.500000 Penalty: 3478.941162
	Iteration 82Q: 3 clusters Score -4742954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -4742978.000000 Penalty: 3478.941162
	Iteration 83Q: 3 clusters Score -4742978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -4742973.000000 Penalty: 3478.941162
	Iteration 84Q: 3 clusters Score -4742973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -4742980.000000 Penalty: 3478.941162
	Iteration 85Q: 3 clusters Score -4742980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -4742975.500000 Penalty: 3478.941162
	Iteration 86Q: 3 clusters Score -4742976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -4742980.500000 Penalty: 3478.941162
	Iteration 87Q: 3 clusters Score -4742980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -4742985.500000 Penalty: 3478.941162
	Iteration 88Q: 3 clusters Score -4742986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -4742987.500000 Penalty: 3478.941162
	Iteration 89Q: 3 clusters Score -4742988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -4742987.500000 Penalty: 3478.941162
	Iteration 90Q: 3 clusters Score -4742988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -4742985.000000 Penalty: 3478.941162
	Iteration 91Q: 3 clusters Score -4742985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -4742990.500000 Penalty: 3478.941162
	Iteration 92Q: 3 clusters Score -4742990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -4742990.500000 Penalty: 3478.941162
	Iteration 93Q: 3 clusters Score -4742990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -4742992.500000 Penalty: 3478.941162
	Iteration 94Q: 3 clusters Score -4742992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -4742993.000000 Penalty: 3478.941162
	Iteration 95Q: 3 clusters Score -4742993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -4742994.500000 Penalty: 3478.941162
	Iteration 96Q: 3 clusters Score -4742994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -4742992.000000 Penalty: 3478.941162
	Iteration 97Q: 3 clusters Score -4742992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -4742994.000000 Penalty: 3478.941162
	Iteration 98F: 3 clusters Score -4742994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -4742994.000000 Penalty: 3478.941162
	Iteration 99Q: 3 clusters Score -4742994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -4743001.500000 Penalty: 3478.941162
	Iteration 100F: 3 clusters Score -4743002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -4743006.000000 Penalty: 3478.941162
	Iteration 101Q: 3 clusters Score -4743006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -4743002.500000 Penalty: 3478.941162
	Iteration 102Q: 3 clusters Score -4743002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -4743007.500000 Penalty: 3478.941162
	Iteration 103Q: 3 clusters Score -4743008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -4743011.000000 Penalty: 3478.941162
	Iteration 104Q: 3 clusters Score -4743011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -4743011.000000 Penalty: 3478.941162
	Iteration 105Q: 3 clusters Score -4743011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -4743009.000000 Penalty: 3478.941162
	Iteration 106Q: 3 clusters Score -4743009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -4743006.500000 Penalty: 3478.941162
	Iteration 107Q: 3 clusters Score -4743006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -4743006.500000 Penalty: 3478.941162
	Iteration 108F: 3 clusters Score -4743006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -758917.187500 Penalty: 1431.651245
	Iteration 0F: 2 clusters Score -758917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -753886.937500 Penalty: 2863.302490
	Iteration 0F: 3 clusters Score -753886.9 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -755285.437500 Penalty: 2863.302490
	Iteration 1F: 3 clusters Score -755285.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -755481.312500 Penalty: 2863.302490
	Iteration 2F: 3 clusters Score -755481.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -755614.187500 Penalty: 2863.302490
	Iteration 3Q: 3 clusters Score -755614.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -755690.500000 Penalty: 2863.302490
	Iteration 4Q: 3 clusters Score -755690.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -755743.875000 Penalty: 2863.302490
	Iteration 5Q: 3 clusters Score -755743.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -755781.375000 Penalty: 2863.302490
	Iteration 6Q: 3 clusters Score -755781.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -755814.687500 Penalty: 2863.302490
	Iteration 7Q: 3 clusters Score -755814.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -755837.062500 Penalty: 2863.302490
	Iteration 8Q: 3 clusters Score -755837.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -755856.312500 Penalty: 2863.302490
	Iteration 9Q: 3 clusters Score -755856.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -755874.812500 Penalty: 2863.302490
	Iteration 10Q: 3 clusters Score -755874.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -755892.437500 Penalty: 2863.302490
	Iteration 11Q: 3 clusters Score -755892.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -755910.312500 Penalty: 2863.302490
	Iteration 12Q: 3 clusters Score -755910.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -755925.937500 Penalty: 2863.302490
	Iteration 13Q: 3 clusters Score -755925.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -755940.187500 Penalty: 2863.302490
	Iteration 14Q: 3 clusters Score -755940.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -755955.187500 Penalty: 2863.302490
	Iteration 15Q: 3 clusters Score -755955.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -755969.312500 Penalty: 2863.302490
	Iteration 16Q: 3 clusters Score -755969.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -755987.687500 Penalty: 2863.302490
	Iteration 17Q: 3 clusters Score -755987.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -756008.375000 Penalty: 2863.302490
	Iteration 18Q: 3 clusters Score -756008.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -756037.125000 Penalty: 2863.302490
	Iteration 19Q: 3 clusters Score -756037.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -756073.500000 Penalty: 2863.302490
	Iteration 20F: 3 clusters Score -756073.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -756112.000000 Penalty: 2863.302490
	Iteration 21Q: 3 clusters Score -756112 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -756159.250000 Penalty: 2863.302490
	Iteration 22Q: 3 clusters Score -756159.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -756214.062500 Penalty: 2863.302490
	Iteration 23Q: 3 clusters Score -756214.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -756273.312500 Penalty: 2863.302490
	Iteration 24Q: 3 clusters Score -756273.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -756362.562500 Penalty: 2863.302490
	Iteration 25Q: 3 clusters Score -756362.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -756462.187500 Penalty: 2863.302490
	Iteration 26Q: 3 clusters Score -756462.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -756586.562500 Penalty: 2863.302490
	Iteration 27Q: 3 clusters Score -756586.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -756715.687500 Penalty: 2863.302490
	Iteration 28Q: 3 clusters Score -756715.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -756826.187500 Penalty: 2863.302490
	Iteration 29Q: 3 clusters Score -756826.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -756918.437500 Penalty: 2863.302490
	Iteration 30Q: 3 clusters Score -756918.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -756985.062500 Penalty: 2863.302490
	Iteration 31Q: 3 clusters Score -756985.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -757045.437500 Penalty: 2863.302490
	Iteration 32Q: 3 clusters Score -757045.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -757103.000000 Penalty: 2863.302490
	Iteration 33Q: 3 clusters Score -757103 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -757152.625000 Penalty: 2863.302490
	Iteration 34Q: 3 clusters Score -757152.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -757199.187500 Penalty: 2863.302490
	Iteration 35Q: 3 clusters Score -757199.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -757236.000000 Penalty: 2863.302490
	Iteration 36Q: 3 clusters Score -757236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -757278.625000 Penalty: 2863.302490
	Iteration 37Q: 3 clusters Score -757278.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -757312.125000 Penalty: 2863.302490
	Iteration 38Q: 3 clusters Score -757312.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -757342.375000 Penalty: 2863.302490
	Iteration 39Q: 3 clusters Score -757342.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -757365.875000 Penalty: 2863.302490
	Iteration 40F: 3 clusters Score -757365.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -757397.687500 Penalty: 2863.302490
	Iteration 41Q: 3 clusters Score -757397.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -757427.437500 Penalty: 2863.302490
	Iteration 42Q: 3 clusters Score -757427.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -757451.750000 Penalty: 2863.302490
	Iteration 43Q: 3 clusters Score -757451.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -757476.625000 Penalty: 2863.302490
	Iteration 44Q: 3 clusters Score -757476.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -757502.937500 Penalty: 2863.302490
	Iteration 45Q: 3 clusters Score -757502.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -757531.437500 Penalty: 2863.302490
	Iteration 46Q: 3 clusters Score -757531.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -757558.000000 Penalty: 2863.302490
	Iteration 47Q: 3 clusters Score -757558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -757579.812500 Penalty: 2863.302490
	Iteration 48Q: 3 clusters Score -757579.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -757595.312500 Penalty: 2863.302490
	Iteration 49Q: 3 clusters Score -757595.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -757604.437500 Penalty: 2863.302490
	Iteration 50Q: 3 clusters Score -757604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -757614.187500 Penalty: 2863.302490
	Iteration 51Q: 3 clusters Score -757614.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -757618.750000 Penalty: 2863.302490
	Iteration 52Q: 3 clusters Score -757618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -757624.625000 Penalty: 2863.302490
	Iteration 53Q: 3 clusters Score -757624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -757630.312500 Penalty: 2863.302490
	Iteration 54Q: 3 clusters Score -757630.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -757640.687500 Penalty: 2863.302490
	Iteration 55Q: 3 clusters Score -757640.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -757647.562500 Penalty: 2863.302490
	Iteration 56Q: 3 clusters Score -757647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -757652.000000 Penalty: 2863.302490
	Iteration 57Q: 3 clusters Score -757652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -757655.562500 Penalty: 2863.302490
	Iteration 58Q: 3 clusters Score -757655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -757661.750000 Penalty: 2863.302490
	Iteration 59Q: 3 clusters Score -757661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -757667.375000 Penalty: 2863.302490
	Iteration 60F: 3 clusters Score -757667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -757672.312500 Penalty: 2863.302490
	Iteration 61Q: 3 clusters Score -757672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -757677.312500 Penalty: 2863.302490
	Iteration 62Q: 3 clusters Score -757677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -757685.000000 Penalty: 2863.302490
	Iteration 63Q: 3 clusters Score -757685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -757687.312500 Penalty: 2863.302490
	Iteration 64Q: 3 clusters Score -757687.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -757690.625000 Penalty: 2863.302490
	Iteration 65Q: 3 clusters Score -757690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -757696.625000 Penalty: 2863.302490
	Iteration 66Q: 3 clusters Score -757696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -757699.437500 Penalty: 2863.302490
	Iteration 67Q: 3 clusters Score -757699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -757699.437500 Penalty: 2863.302490
	Iteration 68F: 3 clusters Score -757699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Entering Unmasked Estep 
Score: -2701588.500000 Penalty: 1642.195068
	Iteration 0F: 2 clusters Score -2701588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2685124.750000 Penalty: 3284.390137
	Iteration 0F: 3 clusters Score -2685125 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2691461.750000 Penalty: 3284.390137
	Iteration 1F: 3 clusters Score -2691462 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2691995.250000 Penalty: 3284.390137
	Iteration 2Q: 3 clusters Score -2691995 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2692583.000000 Penalty: 3284.390137
	Iteration 3Q: 3 clusters Score -2692583 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2693266.000000 Penalty: 3284.390137
	Iteration 4Q: 3 clusters Score -2693266 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2694070.250000 Penalty: 3284.390137
	Iteration 5F: 3 clusters Score -2694070 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2694959.750000 Penalty: 3284.390137
	Iteration 6F: 3 clusters Score -2694960 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2695808.750000 Penalty: 3284.390137
	Iteration 7F: 3 clusters Score -2695809 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2696616.750000 Penalty: 3284.390137
	Iteration 8Q: 3 clusters Score -2696617 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2697265.500000 Penalty: 3284.390137
	Iteration 9Q: 3 clusters Score -2697266 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2697779.250000 Penalty: 3284.390137
	Iteration 10Q: 3 clusters Score -2697779 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2698123.250000 Penalty: 3284.390137
	Iteration 11Q: 3 clusters Score -2698123 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2698390.250000 Penalty: 3284.390137
	Iteration 12Q: 3 clusters Score -2698390 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2698603.000000 Penalty: 3284.390137
	Iteration 13Q: 3 clusters Score -2698603 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2698765.000000 Penalty: 3284.390137
	Iteration 14Q: 3 clusters Score -2698765 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2698908.000000 Penalty: 3284.390137
	Iteration 15Q: 3 clusters Score -2698908 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2699021.250000 Penalty: 3284.390137
	Iteration 16Q: 3 clusters Score -2699021 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2699133.000000 Penalty: 3284.390137
	Iteration 17Q: 3 clusters Score -2699133 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2699240.750000 Penalty: 3284.390137
	Iteration 18Q: 3 clusters Score -2699241 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2699342.000000 Penalty: 3284.390137
	Iteration 19Q: 3 clusters Score -2699342 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2699429.500000 Penalty: 3284.390137
	Iteration 20F: 3 clusters Score -2699430 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2699533.500000 Penalty: 3284.390137
	Iteration 21Q: 3 clusters Score -2699534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2699615.000000 Penalty: 3284.390137
	Iteration 22Q: 3 clusters Score -2699615 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2699690.750000 Penalty: 3284.390137
	Iteration 23Q: 3 clusters Score -2699691 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2699758.750000 Penalty: 3284.390137
	Iteration 24Q: 3 clusters Score -2699759 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2699826.250000 Penalty: 3284.390137
	Iteration 25Q: 3 clusters Score -2699826 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2699881.750000 Penalty: 3284.390137
	Iteration 26Q: 3 clusters Score -2699882 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2699921.500000 Penalty: 3284.390137
	Iteration 27Q: 3 clusters Score -2699922 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2699957.250000 Penalty: 3284.390137
	Iteration 28Q: 3 clusters Score -2699957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2699992.250000 Penalty: 3284.390137
	Iteration 29Q: 3 clusters Score -2699992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2700022.000000 Penalty: 3284.390137
	Iteration 30Q: 3 clusters Score -2700022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2700049.000000 Penalty: 3284.390137
	Iteration 31Q: 3 clusters Score -2700049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2700077.750000 Penalty: 3284.390137
	Iteration 32Q: 3 clusters Score -2700078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2700090.250000 Penalty: 3284.390137
	Iteration 33Q: 3 clusters Score -2700090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2700103.250000 Penalty: 3284.390137
	Iteration 34Q: 3 clusters Score -2700103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2700121.750000 Penalty: 3284.390137
	Iteration 35Q: 3 clusters Score -2700122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2700139.000000 Penalty: 3284.390137
	Iteration 36Q: 3 clusters Score -2700139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2700149.000000 Penalty: 3284.390137
	Iteration 37Q: 3 clusters Score -2700149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2700161.250000 Penalty: 3284.390137
	Iteration 38Q: 3 clusters Score -2700161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2700163.000000 Penalty: 3284.390137
	Iteration 39Q: 3 clusters Score -2700163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2700170.250000 Penalty: 3284.390137
	Iteration 40F: 3 clusters Score -2700170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2700175.000000 Penalty: 3284.390137
	Iteration 41Q: 3 clusters Score -2700175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2700177.500000 Penalty: 3284.390137
	Iteration 42Q: 3 clusters Score -2700178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2700178.000000 Penalty: 3284.390137
	Iteration 43Q: 3 clusters Score -2700178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2700179.750000 Penalty: 3284.390137
	Iteration 44Q: 3 clusters Score -2700180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2700182.000000 Penalty: 3284.390137
	Iteration 45Q: 3 clusters Score -2700182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2700180.250000 Penalty: 3284.390137
	Iteration 46Q: 3 clusters Score -2700180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2700184.250000 Penalty: 3284.390137
	Iteration 47Q: 3 clusters Score -2700184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2700184.250000 Penalty: 3284.390137
	Iteration 48Q: 3 clusters Score -2700184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2700188.000000 Penalty: 3284.390137
	Iteration 49Q: 3 clusters Score -2700188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2700189.000000 Penalty: 3284.390137
	Iteration 50Q: 3 clusters Score -2700189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2700189.750000 Penalty: 3284.390137
	Iteration 51Q: 3 clusters Score -2700190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2700193.250000 Penalty: 3284.390137
	Iteration 52Q: 3 clusters Score -2700193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2700193.500000 Penalty: 3284.390137
	Iteration 53Q: 3 clusters Score -2700194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2700197.000000 Penalty: 3284.390137
	Iteration 54Q: 3 clusters Score -2700197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2700198.250000 Penalty: 3284.390137
	Iteration 55Q: 3 clusters Score -2700198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2700198.750000 Penalty: 3284.390137
	Iteration 56Q: 3 clusters Score -2700199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2700196.750000 Penalty: 3284.390137
	Iteration 57Q: 3 clusters Score -2700197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2700199.750000 Penalty: 3284.390137
	Iteration 58Q: 3 clusters Score -2700200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2700201.750000 Penalty: 3284.390137
	Iteration 59Q: 3 clusters Score -2700202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2700201.750000 Penalty: 3284.390137
	Iteration 60F: 3 clusters Score -2700202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Entering Unmasked Estep 
Score: -4012328.750000 Penalty: 1707.224731
	Iteration 0F: 2 clusters Score -4012329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3987849.750000 Penalty: 3414.449463
	Iteration 0F: 3 clusters Score -3987850 nChanged 16937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3997478.750000 Penalty: 3414.449463
	Iteration 1F: 3 clusters Score -3997479 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3998093.000000 Penalty: 3414.449463
	Iteration 2Q: 3 clusters Score -3998093 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3999010.500000 Penalty: 3414.449463
	Iteration 3F: 3 clusters Score -3999010 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -4000407.750000 Penalty: 3414.449463
	Iteration 4F: 3 clusters Score -4000408 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -4002592.750000 Penalty: 3414.449463
	Iteration 5F: 3 clusters Score -4002593 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -4005240.750000 Penalty: 3414.449463
	Iteration 6F: 3 clusters Score -4005241 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -4007547.000000 Penalty: 3414.449463
	Iteration 7F: 3 clusters Score -4007547 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4009028.750000 Penalty: 3414.449463
	Iteration 8Q: 3 clusters Score -4009029 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4009920.500000 Penalty: 3414.449463
	Iteration 9Q: 3 clusters Score -4009920 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4010474.750000 Penalty: 3414.449463
	Iteration 10Q: 3 clusters Score -4010475 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4010783.250000 Penalty: 3414.449463
	Iteration 11Q: 3 clusters Score -4010783 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4010934.750000 Penalty: 3414.449463
	Iteration 12Q: 3 clusters Score -4010935 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4011036.750000 Penalty: 3414.449463
	Iteration 13Q: 3 clusters Score -4011037 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4011073.500000 Penalty: 3414.449463
	Iteration 14Q: 3 clusters Score -4011074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4011116.250000 Penalty: 3414.449463
	Iteration 15Q: 3 clusters Score -4011116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4011158.750000 Penalty: 3414.449463
	Iteration 16Q: 3 clusters Score -4011159 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4011176.750000 Penalty: 3414.449463
	Iteration 17Q: 3 clusters Score -4011177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4011194.750000 Penalty: 3414.449463
	Iteration 18Q: 3 clusters Score -4011195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4011201.250000 Penalty: 3414.449463
	Iteration 19Q: 3 clusters Score -4011201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4011209.250000 Penalty: 3414.449463
	Iteration 20F: 3 clusters Score -4011209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4011212.000000 Penalty: 3414.449463
	Iteration 21Q: 3 clusters Score -4011212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4011217.250000 Penalty: 3414.449463
	Iteration 22Q: 3 clusters Score -4011217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4011229.500000 Penalty: 3414.449463
	Iteration 23Q: 3 clusters Score -4011230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4011235.500000 Penalty: 3414.449463
	Iteration 24Q: 3 clusters Score -4011236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4011238.000000 Penalty: 3414.449463
	Iteration 25Q: 3 clusters Score -4011238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4011248.500000 Penalty: 3414.449463
	Iteration 26Q: 3 clusters Score -4011248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4011249.000000 Penalty: 3414.449463
	Iteration 27Q: 3 clusters Score -4011249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4011266.750000 Penalty: 3414.449463
	Iteration 28Q: 3 clusters Score -4011267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4011269.000000 Penalty: 3414.449463
	Iteration 29Q: 3 clusters Score -4011269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4011265.750000 Penalty: 3414.449463
	Iteration 30Q: 3 clusters Score -4011266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4011269.000000 Penalty: 3414.449463
	Iteration 31Q: 3 clusters Score -4011269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4011270.500000 Penalty: 3414.449463
	Iteration 32Q: 3 clusters Score -4011270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4011280.000000 Penalty: 3414.449463
	Iteration 33Q: 3 clusters Score -4011280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4011277.250000 Penalty: 3414.449463
	Iteration 34Q: 3 clusters Score -4011277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4011279.000000 Penalty: 3414.449463
	Iteration 35Q: 3 clusters Score -4011279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4011282.000000 Penalty: 3414.449463
	Iteration 36Q: 3 clusters Score -4011282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4011282.000000 Penalty: 3414.449463
	Iteration 37Q: 3 clusters Score -4011282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4011281.250000 Penalty: 3414.449463
	Iteration 38Q: 3 clusters Score -4011281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4011280.000000 Penalty: 3414.449463
	Iteration 39Q: 3 clusters Score -4011280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4011280.000000 Penalty: 3414.449463
	Iteration 40F: 3 clusters Score -4011280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4011281.500000 Penalty: 3414.449463
	Iteration 41Q: 3 clusters Score -4011282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4011281.500000 Penalty: 3414.449463
	Iteration 42F: 3 clusters Score -4011282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (123516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123516 members 
Entering Unmasked Estep 
Score: -13339832.000000 Penalty: 1905.170410
	Iteration 0F: 2 clusters Score -1.333983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -13257495.000000 Penalty: 3810.340820
	Iteration 0F: 3 clusters Score -1.32575e+07 nChanged 59259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -13292440.000000 Penalty: 3810.340820
	Iteration 1F: 3 clusters Score -1.329244e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -13293570.000000 Penalty: 3810.340820
	Iteration 2Q: 3 clusters Score -1.329357e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -13295421.000000 Penalty: 3810.340820
	Iteration 3Q: 3 clusters Score -1.329542e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -13298342.000000 Penalty: 3810.340820
	Iteration 4F: 3 clusters Score -1.329834e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -13303430.000000 Penalty: 3810.340820
	Iteration 5F: 3 clusters Score -1.330343e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -13310148.000000 Penalty: 3810.340820
	Iteration 6F: 3 clusters Score -1.331015e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -13317434.000000 Penalty: 3810.340820
	Iteration 7F: 3 clusters Score -1.331743e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 103713 members 
Entering Unmasked Estep 
Score: -13323745.000000 Penalty: 3810.340820
	Iteration 8F: 3 clusters Score -1.332374e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -13328861.000000 Penalty: 3810.340820
	Iteration 9Q: 3 clusters Score -1.332886e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 108768 members 
Entering Unmasked Estep 
Score: -13332503.000000 Penalty: 3810.340820
	Iteration 10Q: 3 clusters Score -1.33325e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -13334410.000000 Penalty: 3810.340820
	Iteration 11Q: 3 clusters Score -1.333441e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 109839 members 
Entering Unmasked Estep 
Score: -13335326.000000 Penalty: 3810.340820
	Iteration 12Q: 3 clusters Score -1.333533e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 110316 members 
Entering Unmasked Estep 
Score: -13335962.000000 Penalty: 3810.340820
	Iteration 13Q: 3 clusters Score -1.333596e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -13336368.000000 Penalty: 3810.340820
	Iteration 14Q: 3 clusters Score -1.333637e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -13336724.000000 Penalty: 3810.340820
	Iteration 15Q: 3 clusters Score -1.333672e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 111478 members 
Entering Unmasked Estep 
Score: -13336969.000000 Penalty: 3810.340820
	Iteration 16Q: 3 clusters Score -1.333697e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 111800 members 
Entering Unmasked Estep 
Score: -13337131.000000 Penalty: 3810.340820
	Iteration 17Q: 3 clusters Score -1.333713e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 112124 members 
Entering Unmasked Estep 
Score: -13337336.000000 Penalty: 3810.340820
	Iteration 18Q: 3 clusters Score -1.333734e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -13337500.000000 Penalty: 3810.340820
	Iteration 19Q: 3 clusters Score -1.33375e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 112685 members 
Entering Unmasked Estep 
Score: -13337678.000000 Penalty: 3810.340820
	Iteration 20F: 3 clusters Score -1.333768e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 112888 members 
Entering Unmasked Estep 
Score: -13337762.000000 Penalty: 3810.340820
	Iteration 21Q: 3 clusters Score -1.333776e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -13337820.000000 Penalty: 3810.340820
	Iteration 22Q: 3 clusters Score -1.333782e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -13337907.000000 Penalty: 3810.340820
	Iteration 23Q: 3 clusters Score -1.333791e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 113490 members 
Entering Unmasked Estep 
Score: -13337937.000000 Penalty: 3810.340820
	Iteration 24Q: 3 clusters Score -1.333794e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 113668 members 
Entering Unmasked Estep 
Score: -13338038.000000 Penalty: 3810.340820
	Iteration 25Q: 3 clusters Score -1.333804e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 113825 members 
Entering Unmasked Estep 
Score: -13338066.000000 Penalty: 3810.340820
	Iteration 26Q: 3 clusters Score -1.333807e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 113966 members 
Entering Unmasked Estep 
Score: -13338067.000000 Penalty: 3810.340820
	Iteration 27Q: 3 clusters Score -1.333807e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 114126 members 
Entering Unmasked Estep 
Score: -13338103.000000 Penalty: 3810.340820
	Iteration 28Q: 3 clusters Score -1.33381e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 114258 members 
Entering Unmasked Estep 
Score: -13338114.000000 Penalty: 3810.340820
	Iteration 29Q: 3 clusters Score -1.333811e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -13338142.000000 Penalty: 3810.340820
	Iteration 30Q: 3 clusters Score -1.333814e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -13338142.000000 Penalty: 3810.340820
	Iteration 31Q: 3 clusters Score -1.333814e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 114624 members 
Entering Unmasked Estep 
Score: -13338157.000000 Penalty: 3810.340820
	Iteration 32Q: 3 clusters Score -1.333816e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -13338158.000000 Penalty: 3810.340820
	Iteration 33Q: 3 clusters Score -1.333816e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 114838 members 
Entering Unmasked Estep 
Score: -13338206.000000 Penalty: 3810.340820
	Iteration 34Q: 3 clusters Score -1.333821e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -13338218.000000 Penalty: 3810.340820
	Iteration 35Q: 3 clusters Score -1.333822e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -13338238.000000 Penalty: 3810.340820
	Iteration 36Q: 3 clusters Score -1.333824e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -13338245.000000 Penalty: 3810.340820
	Iteration 37Q: 3 clusters Score -1.333824e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -13338236.000000 Penalty: 3810.340820
	Iteration 38Q: 3 clusters Score -1.333824e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -13338221.000000 Penalty: 3810.340820
	Iteration 39Q: 3 clusters Score -1.333822e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -13338249.000000 Penalty: 3810.340820
	Iteration 40F: 3 clusters Score -1.333825e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -13338225.000000 Penalty: 3810.340820
	Iteration 41Q: 3 clusters Score -1.333822e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 115299 members 
Entering Unmasked Estep 
Score: -13338214.000000 Penalty: 3810.340820
	Iteration 42Q: 3 clusters Score -1.333821e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -13338220.000000 Penalty: 3810.340820
	Iteration 43Q: 3 clusters Score -1.333822e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 115399 members 
Entering Unmasked Estep 
Score: -13338222.000000 Penalty: 3810.340820
	Iteration 44Q: 3 clusters Score -1.333822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -13338235.000000 Penalty: 3810.340820
	Iteration 45Q: 3 clusters Score -1.333824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -13338242.000000 Penalty: 3810.340820
	Iteration 46Q: 3 clusters Score -1.333824e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 115524 members 
Entering Unmasked Estep 
Score: -13338242.000000 Penalty: 3810.340820
	Iteration 47Q: 3 clusters Score -1.333824e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 115564 members 
Entering Unmasked Estep 
Score: -13338253.000000 Penalty: 3810.340820
	Iteration 48Q: 3 clusters Score -1.333825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 115594 members 
Entering Unmasked Estep 
Score: -13338233.000000 Penalty: 3810.340820
	Iteration 49Q: 3 clusters Score -1.333823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -13338222.000000 Penalty: 3810.340820
	Iteration 50Q: 3 clusters Score -1.333822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 115634 members 
Entering Unmasked Estep 
Score: -13338229.000000 Penalty: 3810.340820
	Iteration 51Q: 3 clusters Score -1.333823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 115644 members 
Entering Unmasked Estep 
Score: -13338236.000000 Penalty: 3810.340820
	Iteration 52Q: 3 clusters Score -1.333824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -13338240.000000 Penalty: 3810.340820
	Iteration 53Q: 3 clusters Score -1.333824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -13338235.000000 Penalty: 3810.340820
	Iteration 54Q: 3 clusters Score -1.333824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -13338235.000000 Penalty: 3810.340820
	Iteration 55Q: 3 clusters Score -1.333824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 115665 members 
Entering Unmasked Estep 
Score: -13338232.000000 Penalty: 3810.340820
	Iteration 56Q: 3 clusters Score -1.333823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 115666 members 
Entering Unmasked Estep 
Score: -13338243.000000 Penalty: 3810.340820
	Iteration 57Q: 3 clusters Score -1.333824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 115668 members 
Entering Unmasked Estep 
Score: -13338238.000000 Penalty: 3810.340820
	Iteration 58Q: 3 clusters Score -1.333824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 115668 members 
Entering Unmasked Estep 
Score: -13338238.000000 Penalty: 3810.340820
	Iteration 59F: 3 clusters Score -1.333824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -174879.046875 Penalty: 1212.329712
	Iteration 0F: 2 clusters Score -174879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -173009.640625 Penalty: 2424.659424
	Iteration 0F: 3 clusters Score -173009.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -173501.890625 Penalty: 2424.659424
	Iteration 1F: 3 clusters Score -173501.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -173661.390625 Penalty: 2424.659424
	Iteration 2F: 3 clusters Score -173661.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -173764.500000 Penalty: 2424.659424
	Iteration 3F: 3 clusters Score -173764.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -173870.578125 Penalty: 2424.659424
	Iteration 4Q: 3 clusters Score -173870.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -173953.609375 Penalty: 2424.659424
	Iteration 5Q: 3 clusters Score -173953.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -174003.171875 Penalty: 2424.659424
	Iteration 6Q: 3 clusters Score -174003.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -174050.734375 Penalty: 2424.659424
	Iteration 7Q: 3 clusters Score -174050.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -174089.328125 Penalty: 2424.659424
	Iteration 8Q: 3 clusters Score -174089.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -174113.656250 Penalty: 2424.659424
	Iteration 9Q: 3 clusters Score -174113.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -174129.046875 Penalty: 2424.659424
	Iteration 10Q: 3 clusters Score -174129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -174143.906250 Penalty: 2424.659424
	Iteration 11Q: 3 clusters Score -174143.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -174153.984375 Penalty: 2424.659424
	Iteration 12Q: 3 clusters Score -174154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -174166.828125 Penalty: 2424.659424
	Iteration 13Q: 3 clusters Score -174166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -174183.625000 Penalty: 2424.659424
	Iteration 14Q: 3 clusters Score -174183.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -174196.546875 Penalty: 2424.659424
	Iteration 15Q: 3 clusters Score -174196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -174202.859375 Penalty: 2424.659424
	Iteration 16Q: 3 clusters Score -174202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -174216.921875 Penalty: 2424.659424
	Iteration 17Q: 3 clusters Score -174216.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -174225.484375 Penalty: 2424.659424
	Iteration 18Q: 3 clusters Score -174225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -174234.156250 Penalty: 2424.659424
	Iteration 19Q: 3 clusters Score -174234.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -174252.000000 Penalty: 2424.659424
	Iteration 20F: 3 clusters Score -174252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -174267.078125 Penalty: 2424.659424
	Iteration 21Q: 3 clusters Score -174267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -174277.375000 Penalty: 2424.659424
	Iteration 22Q: 3 clusters Score -174277.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -174283.312500 Penalty: 2424.659424
	Iteration 23Q: 3 clusters Score -174283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -174285.046875 Penalty: 2424.659424
	Iteration 24Q: 3 clusters Score -174285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -174285.453125 Penalty: 2424.659424
	Iteration 25Q: 3 clusters Score -174285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -174286.546875 Penalty: 2424.659424
	Iteration 26Q: 3 clusters Score -174286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -174287.796875 Penalty: 2424.659424
	Iteration 27Q: 3 clusters Score -174287.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -174291.625000 Penalty: 2424.659424
	Iteration 28Q: 3 clusters Score -174291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -174294.906250 Penalty: 2424.659424
	Iteration 29Q: 3 clusters Score -174294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -174300.234375 Penalty: 2424.659424
	Iteration 30Q: 3 clusters Score -174300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -174303.828125 Penalty: 2424.659424
	Iteration 31Q: 3 clusters Score -174303.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -174309.218750 Penalty: 2424.659424
	Iteration 32Q: 3 clusters Score -174309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -174311.937500 Penalty: 2424.659424
	Iteration 33Q: 3 clusters Score -174311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -174319.828125 Penalty: 2424.659424
	Iteration 34Q: 3 clusters Score -174319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -174321.234375 Penalty: 2424.659424
	Iteration 35Q: 3 clusters Score -174321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -174322.968750 Penalty: 2424.659424
	Iteration 36Q: 3 clusters Score -174323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -174326.953125 Penalty: 2424.659424
	Iteration 37Q: 3 clusters Score -174327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -174328.890625 Penalty: 2424.659424
	Iteration 38Q: 3 clusters Score -174328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -174330.687500 Penalty: 2424.659424
	Iteration 39Q: 3 clusters Score -174330.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -174330.687500 Penalty: 2424.659424
	Iteration 40F: 3 clusters Score -174330.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180718 members 
Entering Unmasked Estep 
Score: -19566074.000000 Penalty: 1967.012695
	Iteration 0F: 2 clusters Score -1.956607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -19448932.000000 Penalty: 3934.025391
	Iteration 0F: 3 clusters Score -1.944893e+07 nChanged 87340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -19499592.000000 Penalty: 3934.025391
	Iteration 1F: 3 clusters Score -1.949959e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -19500450.000000 Penalty: 3934.025391
	Iteration 2Q: 3 clusters Score -1.950045e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -19501364.000000 Penalty: 3934.025391
	Iteration 3Q: 3 clusters Score -1.950136e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 92073 members 
Entering Unmasked Estep 
Score: -19502348.000000 Penalty: 3934.025391
	Iteration 4Q: 3 clusters Score -1.950235e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -19503524.000000 Penalty: 3934.025391
	Iteration 5Q: 3 clusters Score -1.950352e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -19505424.000000 Penalty: 3934.025391
	Iteration 6Q: 3 clusters Score -1.950542e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -19508450.000000 Penalty: 3934.025391
	Iteration 7Q: 3 clusters Score -1.950845e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -19512942.000000 Penalty: 3934.025391
	Iteration 8F: 3 clusters Score -1.951294e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 109859 members 
Entering Unmasked Estep 
Score: -19520126.000000 Penalty: 3934.025391
	Iteration 9F: 3 clusters Score -1.952013e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 117966 members 
Entering Unmasked Estep 
Score: -19530316.000000 Penalty: 3934.025391
	Iteration 10F: 3 clusters Score -1.953032e+07 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -19541228.000000 Penalty: 3934.025391
	Iteration 11F: 3 clusters Score -1.954123e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 130170 members 
Entering Unmasked Estep 
Score: -19548500.000000 Penalty: 3934.025391
	Iteration 12F: 3 clusters Score -1.95485e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 132880 members 
Entering Unmasked Estep 
Score: -19551788.000000 Penalty: 3934.025391
	Iteration 13Q: 3 clusters Score -1.955179e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 134651 members 
Entering Unmasked Estep 
Score: -19553198.000000 Penalty: 3934.025391
	Iteration 14Q: 3 clusters Score -1.95532e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 136005 members 
Entering Unmasked Estep 
Score: -19554150.000000 Penalty: 3934.025391
	Iteration 15Q: 3 clusters Score -1.955415e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 137159 members 
Entering Unmasked Estep 
Score: -19554740.000000 Penalty: 3934.025391
	Iteration 16Q: 3 clusters Score -1.955474e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 138116 members 
Entering Unmasked Estep 
Score: -19555302.000000 Penalty: 3934.025391
	Iteration 17Q: 3 clusters Score -1.95553e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 138944 members 
Entering Unmasked Estep 
Score: -19555718.000000 Penalty: 3934.025391
	Iteration 18Q: 3 clusters Score -1.955572e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 139665 members 
Entering Unmasked Estep 
Score: -19556160.000000 Penalty: 3934.025391
	Iteration 19Q: 3 clusters Score -1.955616e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 140310 members 
Entering Unmasked Estep 
Score: -19556402.000000 Penalty: 3934.025391
	Iteration 20F: 3 clusters Score -1.95564e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 140932 members 
Entering Unmasked Estep 
Score: -19556618.000000 Penalty: 3934.025391
	Iteration 21Q: 3 clusters Score -1.955662e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 141488 members 
Entering Unmasked Estep 
Score: -19556914.000000 Penalty: 3934.025391
	Iteration 22Q: 3 clusters Score -1.955691e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 142068 members 
Entering Unmasked Estep 
Score: -19557098.000000 Penalty: 3934.025391
	Iteration 23Q: 3 clusters Score -1.95571e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 142650 members 
Entering Unmasked Estep 
Score: -19557358.000000 Penalty: 3934.025391
	Iteration 24Q: 3 clusters Score -1.955736e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 143171 members 
Entering Unmasked Estep 
Score: -19557464.000000 Penalty: 3934.025391
	Iteration 25Q: 3 clusters Score -1.955746e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 143706 members 
Entering Unmasked Estep 
Score: -19557682.000000 Penalty: 3934.025391
	Iteration 26Q: 3 clusters Score -1.955768e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 144253 members 
Entering Unmasked Estep 
Score: -19557898.000000 Penalty: 3934.025391
	Iteration 27Q: 3 clusters Score -1.95579e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 144845 members 
Entering Unmasked Estep 
Score: -19558122.000000 Penalty: 3934.025391
	Iteration 28Q: 3 clusters Score -1.955812e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 145445 members 
Entering Unmasked Estep 
Score: -19558346.000000 Penalty: 3934.025391
	Iteration 29Q: 3 clusters Score -1.955835e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -19558498.000000 Penalty: 3934.025391
	Iteration 30Q: 3 clusters Score -1.95585e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -19558640.000000 Penalty: 3934.025391
	Iteration 31Q: 3 clusters Score -1.955864e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -19558856.000000 Penalty: 3934.025391
	Iteration 32Q: 3 clusters Score -1.955886e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 147791 members 
Entering Unmasked Estep 
Score: -19559024.000000 Penalty: 3934.025391
	Iteration 33Q: 3 clusters Score -1.955902e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 148354 members 
Entering Unmasked Estep 
Score: -19559262.000000 Penalty: 3934.025391
	Iteration 34Q: 3 clusters Score -1.955926e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 148897 members 
Entering Unmasked Estep 
Score: -19559374.000000 Penalty: 3934.025391
	Iteration 35Q: 3 clusters Score -1.955937e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 149424 members 
Entering Unmasked Estep 
Score: -19559484.000000 Penalty: 3934.025391
	Iteration 36Q: 3 clusters Score -1.955948e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -19559628.000000 Penalty: 3934.025391
	Iteration 37Q: 3 clusters Score -1.955963e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 150458 members 
Entering Unmasked Estep 
Score: -19559762.000000 Penalty: 3934.025391
	Iteration 38Q: 3 clusters Score -1.955976e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 150944 members 
Entering Unmasked Estep 
Score: -19559810.000000 Penalty: 3934.025391
	Iteration 39Q: 3 clusters Score -1.955981e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 151429 members 
Entering Unmasked Estep 
Score: -19559952.000000 Penalty: 3934.025391
	Iteration 40F: 3 clusters Score -1.955995e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 151906 members 
Entering Unmasked Estep 
Score: -19560064.000000 Penalty: 3934.025391
	Iteration 41Q: 3 clusters Score -1.956006e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -19560200.000000 Penalty: 3934.025391
	Iteration 42Q: 3 clusters Score -1.95602e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 152859 members 
Entering Unmasked Estep 
Score: -19560304.000000 Penalty: 3934.025391
	Iteration 43Q: 3 clusters Score -1.95603e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 153315 members 
Entering Unmasked Estep 
Score: -19560342.000000 Penalty: 3934.025391
	Iteration 44Q: 3 clusters Score -1.956034e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -19560510.000000 Penalty: 3934.025391
	Iteration 45Q: 3 clusters Score -1.956051e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 154328 members 
Entering Unmasked Estep 
Score: -19560618.000000 Penalty: 3934.025391
	Iteration 46Q: 3 clusters Score -1.956062e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 154833 members 
Entering Unmasked Estep 
Score: -19560738.000000 Penalty: 3934.025391
	Iteration 47Q: 3 clusters Score -1.956074e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -19560930.000000 Penalty: 3934.025391
	Iteration 48Q: 3 clusters Score -1.956093e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 155971 members 
Entering Unmasked Estep 
Score: -19561082.000000 Penalty: 3934.025391
	Iteration 49Q: 3 clusters Score -1.956108e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 156547 members 
Entering Unmasked Estep 
Score: -19561308.000000 Penalty: 3934.025391
	Iteration 50Q: 3 clusters Score -1.956131e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 157149 members 
Entering Unmasked Estep 
Score: -19561512.000000 Penalty: 3934.025391
	Iteration 51Q: 3 clusters Score -1.956151e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -19561618.000000 Penalty: 3934.025391
	Iteration 52Q: 3 clusters Score -1.956162e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 158331 members 
Entering Unmasked Estep 
Score: -19561882.000000 Penalty: 3934.025391
	Iteration 53Q: 3 clusters Score -1.956188e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 158962 members 
Entering Unmasked Estep 
Score: -19562082.000000 Penalty: 3934.025391
	Iteration 54Q: 3 clusters Score -1.956208e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 159623 members 
Entering Unmasked Estep 
Score: -19562306.000000 Penalty: 3934.025391
	Iteration 55Q: 3 clusters Score -1.956231e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 160264 members 
Entering Unmasked Estep 
Score: -19562392.000000 Penalty: 3934.025391
	Iteration 56Q: 3 clusters Score -1.956239e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 160916 members 
Entering Unmasked Estep 
Score: -19562542.000000 Penalty: 3934.025391
	Iteration 57Q: 3 clusters Score -1.956254e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 161545 members 
Entering Unmasked Estep 
Score: -19562658.000000 Penalty: 3934.025391
	Iteration 58Q: 3 clusters Score -1.956266e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 162185 members 
Entering Unmasked Estep 
Score: -19562754.000000 Penalty: 3934.025391
	Iteration 59Q: 3 clusters Score -1.956275e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -19563056.000000 Penalty: 3934.025391
	Iteration 60F: 3 clusters Score -1.956306e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 163418 members 
Entering Unmasked Estep 
Score: -19563392.000000 Penalty: 3934.025391
	Iteration 61Q: 3 clusters Score -1.956339e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -19563790.000000 Penalty: 3934.025391
	Iteration 62Q: 3 clusters Score -1.956379e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 164794 members 
Entering Unmasked Estep 
Score: -19564140.000000 Penalty: 3934.025391
	Iteration 63Q: 3 clusters Score -1.956414e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -19564424.000000 Penalty: 3934.025391
	Iteration 64Q: 3 clusters Score -1.956442e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -19564794.000000 Penalty: 3934.025391
	Iteration 65Q: 3 clusters Score -1.956479e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 166965 members 
Entering Unmasked Estep 
Score: -19565042.000000 Penalty: 3934.025391
	Iteration 66Q: 3 clusters Score -1.956504e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 167726 members 
Entering Unmasked Estep 
Score: -19565226.000000 Penalty: 3934.025391
	Iteration 67Q: 3 clusters Score -1.956523e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 168481 members 
Entering Unmasked Estep 
Score: -19565514.000000 Penalty: 3934.025391
	Iteration 68Q: 3 clusters Score -1.956551e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 169185 members 
Entering Unmasked Estep 
Score: -19565744.000000 Penalty: 3934.025391
	Iteration 69Q: 3 clusters Score -1.956574e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 169908 members 
Entering Unmasked Estep 
Score: -19565896.000000 Penalty: 3934.025391
	Iteration 70Q: 3 clusters Score -1.95659e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -19565990.000000 Penalty: 3934.025391
	Iteration 71Q: 3 clusters Score -1.956599e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 171350 members 
Entering Unmasked Estep 
Score: -19566068.000000 Penalty: 3934.025391
	Iteration 72Q: 3 clusters Score -1.956607e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 172058 members 
Entering Unmasked Estep 
Score: -19566094.000000 Penalty: 3934.025391
	Iteration 73Q: 3 clusters Score -1.956609e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 172803 members 
Entering Unmasked Estep 
Score: -19566246.000000 Penalty: 3934.025391
	Iteration 74Q: 3 clusters Score -1.956625e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 173528 members 
Entering Unmasked Estep 
Score: -19566246.000000 Penalty: 3934.025391
	Iteration 75Q: 3 clusters Score -1.956625e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 174168 members 
Entering Unmasked Estep 
Score: -19566308.000000 Penalty: 3934.025391
	Iteration 76Q: 3 clusters Score -1.956631e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -19566328.000000 Penalty: 3934.025391
	Iteration 77Q: 3 clusters Score -1.956633e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 175313 members 
Entering Unmasked Estep 
Score: -19566246.000000 Penalty: 3934.025391
	Iteration 78Q: 3 clusters Score -1.956625e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 175762 members 
Entering Unmasked Estep 
Score: -19566150.000000 Penalty: 3934.025391
	Iteration 79Q: 3 clusters Score -1.956615e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 176172 members 
Entering Unmasked Estep 
Score: -19566218.000000 Penalty: 3934.025391
	Iteration 80F: 3 clusters Score -1.956622e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -19566216.000000 Penalty: 3934.025391
	Iteration 81Q: 3 clusters Score -1.956622e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 176862 members 
Entering Unmasked Estep 
Score: -19566210.000000 Penalty: 3934.025391
	Iteration 82Q: 3 clusters Score -1.956621e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 177109 members 
Entering Unmasked Estep 
Score: -19566124.000000 Penalty: 3934.025391
	Iteration 83Q: 3 clusters Score -1.956612e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 177339 members 
Entering Unmasked Estep 
Score: -19566100.000000 Penalty: 3934.025391
	Iteration 84Q: 3 clusters Score -1.95661e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 177522 members 
Entering Unmasked Estep 
Score: -19566062.000000 Penalty: 3934.025391
	Iteration 85Q: 3 clusters Score -1.956606e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 177694 members 
Entering Unmasked Estep 
Score: -19565990.000000 Penalty: 3934.025391
	Iteration 86Q: 3 clusters Score -1.956599e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 177857 members 
Entering Unmasked Estep 
Score: -19565970.000000 Penalty: 3934.025391
	Iteration 87Q: 3 clusters Score -1.956597e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 178002 members 
Entering Unmasked Estep 
Score: -19565954.000000 Penalty: 3934.025391
	Iteration 88Q: 3 clusters Score -1.956595e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 178116 members 
Entering Unmasked Estep 
Score: -19565884.000000 Penalty: 3934.025391
	Iteration 89Q: 3 clusters Score -1.956588e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 178224 members 
Entering Unmasked Estep 
Score: -19565840.000000 Penalty: 3934.025391
	Iteration 90Q: 3 clusters Score -1.956584e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 178314 members 
Entering Unmasked Estep 
Score: -19565800.000000 Penalty: 3934.025391
	Iteration 91Q: 3 clusters Score -1.95658e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 178397 members 
Entering Unmasked Estep 
Score: -19565818.000000 Penalty: 3934.025391
	Iteration 92Q: 3 clusters Score -1.956582e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 178487 members 
Entering Unmasked Estep 
Score: -19565796.000000 Penalty: 3934.025391
	Iteration 93Q: 3 clusters Score -1.95658e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 178572 members 
Entering Unmasked Estep 
Score: -19565770.000000 Penalty: 3934.025391
	Iteration 94Q: 3 clusters Score -1.956577e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 178648 members 
Entering Unmasked Estep 
Score: -19565746.000000 Penalty: 3934.025391
	Iteration 95Q: 3 clusters Score -1.956575e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 178707 members 
Entering Unmasked Estep 
Score: -19565736.000000 Penalty: 3934.025391
	Iteration 96Q: 3 clusters Score -1.956574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -19565738.000000 Penalty: 3934.025391
	Iteration 97Q: 3 clusters Score -1.956574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 178789 members 
Entering Unmasked Estep 
Score: -19565738.000000 Penalty: 3934.025391
	Iteration 98Q: 3 clusters Score -1.956574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 178821 members 
Entering Unmasked Estep 
Score: -19565720.000000 Penalty: 3934.025391
	Iteration 99Q: 3 clusters Score -1.956572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 178855 members 
Entering Unmasked Estep 
Score: -19565726.000000 Penalty: 3934.025391
	Iteration 100F: 3 clusters Score -1.956573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 178887 members 
Entering Unmasked Estep 
Score: -19565712.000000 Penalty: 3934.025391
	Iteration 101Q: 3 clusters Score -1.956571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 178910 members 
Entering Unmasked Estep 
Score: -19565686.000000 Penalty: 3934.025391
	Iteration 102Q: 3 clusters Score -1.956569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 178931 members 
Entering Unmasked Estep 
Score: -19565680.000000 Penalty: 3934.025391
	Iteration 103Q: 3 clusters Score -1.956568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 178946 members 
Entering Unmasked Estep 
Score: -19565678.000000 Penalty: 3934.025391
	Iteration 104Q: 3 clusters Score -1.956568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 178955 members 
Entering Unmasked Estep 
Score: -19565662.000000 Penalty: 3934.025391
	Iteration 105Q: 3 clusters Score -1.956566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 178964 members 
Entering Unmasked Estep 
Score: -19565674.000000 Penalty: 3934.025391
	Iteration 106Q: 3 clusters Score -1.956567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 178972 members 
Entering Unmasked Estep 
Score: -19565664.000000 Penalty: 3934.025391
	Iteration 107Q: 3 clusters Score -1.956566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -19565660.000000 Penalty: 3934.025391
	Iteration 108Q: 3 clusters Score -1.956566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 178994 members 
Entering Unmasked Estep 
Score: -19565646.000000 Penalty: 3934.025391
	Iteration 109Q: 3 clusters Score -1.956565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 179001 members 
Entering Unmasked Estep 
Score: -19565638.000000 Penalty: 3934.025391
	Iteration 110Q: 3 clusters Score -1.956564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 179013 members 
Entering Unmasked Estep 
Score: -19565632.000000 Penalty: 3934.025391
	Iteration 111Q: 3 clusters Score -1.956563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 179024 members 
Entering Unmasked Estep 
Score: -19565610.000000 Penalty: 3934.025391
	Iteration 112Q: 3 clusters Score -1.956561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -19565614.000000 Penalty: 3934.025391
	Iteration 113Q: 3 clusters Score -1.956561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 179045 members 
Entering Unmasked Estep 
Score: -19565610.000000 Penalty: 3934.025391
	Iteration 114Q: 3 clusters Score -1.956561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 179052 members 
Entering Unmasked Estep 
Score: -19565610.000000 Penalty: 3934.025391
	Iteration 115Q: 3 clusters Score -1.956561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 179059 members 
Entering Unmasked Estep 
Score: -19565600.000000 Penalty: 3934.025391
	Iteration 116Q: 3 clusters Score -1.95656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 179062 members 
Entering Unmasked Estep 
Score: -19565608.000000 Penalty: 3934.025391
	Iteration 117Q: 3 clusters Score -1.956561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 179068 members 
Entering Unmasked Estep 
Score: -19565610.000000 Penalty: 3934.025391
	Iteration 118Q: 3 clusters Score -1.956561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -19565606.000000 Penalty: 3934.025391
	Iteration 119Q: 3 clusters Score -1.956561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 179073 members 
Entering Unmasked Estep 
Score: -19565596.000000 Penalty: 3934.025391
	Iteration 120F: 3 clusters Score -1.95656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 179075 members 
Entering Unmasked Estep 
Score: -19565604.000000 Penalty: 3934.025391
	Iteration 121Q: 3 clusters Score -1.95656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 179078 members 
Entering Unmasked Estep 
Score: -19565604.000000 Penalty: 3934.025391
	Iteration 122Q: 3 clusters Score -1.95656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 179083 members 
Entering Unmasked Estep 
Score: -19565608.000000 Penalty: 3934.025391
	Iteration 123Q: 3 clusters Score -1.956561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -19565602.000000 Penalty: 3934.025391
	Iteration 124Q: 3 clusters Score -1.95656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 179088 members 
Entering Unmasked Estep 
Score: -19565592.000000 Penalty: 3934.025391
	Iteration 125Q: 3 clusters Score -1.956559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 179092 members 
Entering Unmasked Estep 
Score: -19565596.000000 Penalty: 3934.025391
	Iteration 126Q: 3 clusters Score -1.95656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 179100 members 
Entering Unmasked Estep 
Score: -19565590.000000 Penalty: 3934.025391
	Iteration 127Q: 3 clusters Score -1.956559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 179105 members 
Entering Unmasked Estep 
Score: -19565608.000000 Penalty: 3934.025391
	Iteration 128Q: 3 clusters Score -1.956561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 179109 members 
Entering Unmasked Estep 
Score: -19565614.000000 Penalty: 3934.025391
	Iteration 129Q: 3 clusters Score -1.956561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 179111 members 
Entering Unmasked Estep 
Score: -19565616.000000 Penalty: 3934.025391
	Iteration 130Q: 3 clusters Score -1.956562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 179113 members 
Entering Unmasked Estep 
Score: -19565604.000000 Penalty: 3934.025391
	Iteration 131Q: 3 clusters Score -1.95656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 179114 members 
Entering Unmasked Estep 
Score: -19565602.000000 Penalty: 3934.025391
	Iteration 132Q: 3 clusters Score -1.95656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 179118 members 
Entering Unmasked Estep 
Score: -19565604.000000 Penalty: 3934.025391
	Iteration 133Q: 3 clusters Score -1.95656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 179119 members 
Entering Unmasked Estep 
Score: -19565602.000000 Penalty: 3934.025391
	Iteration 134Q: 3 clusters Score -1.95656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 179120 members 
Entering Unmasked Estep 
Score: -19565606.000000 Penalty: 3934.025391
	Iteration 135Q: 3 clusters Score -1.956561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 179120 members 
Entering Unmasked Estep 
Score: -19565606.000000 Penalty: 3934.025391
	Iteration 136F: 3 clusters Score -1.956561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Entering Unmasked Estep 
Score: -3914308.250000 Penalty: 1702.733276
	Iteration 0F: 2 clusters Score -3914308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3890329.750000 Penalty: 3405.466553
	Iteration 0F: 3 clusters Score -3890330 nChanged 16556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3899890.750000 Penalty: 3405.466553
	Iteration 1F: 3 clusters Score -3899891 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3900500.000000 Penalty: 3405.466553
	Iteration 2Q: 3 clusters Score -3900500 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3901202.000000 Penalty: 3405.466553
	Iteration 3Q: 3 clusters Score -3901202 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3902069.000000 Penalty: 3405.466553
	Iteration 4F: 3 clusters Score -3902069 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3903246.750000 Penalty: 3405.466553
	Iteration 5F: 3 clusters Score -3903247 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3904755.500000 Penalty: 3405.466553
	Iteration 6F: 3 clusters Score -3904756 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3906430.250000 Penalty: 3405.466553
	Iteration 7F: 3 clusters Score -3906430 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3907766.500000 Penalty: 3405.466553
	Iteration 8F: 3 clusters Score -3907766 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3908523.000000 Penalty: 3405.466553
	Iteration 9Q: 3 clusters Score -3908523 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3908915.250000 Penalty: 3405.466553
	Iteration 10Q: 3 clusters Score -3908915 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3909163.500000 Penalty: 3405.466553
	Iteration 11Q: 3 clusters Score -3909164 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3909360.750000 Penalty: 3405.466553
	Iteration 12Q: 3 clusters Score -3909361 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3909557.000000 Penalty: 3405.466553
	Iteration 13Q: 3 clusters Score -3909557 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3909783.750000 Penalty: 3405.466553
	Iteration 14Q: 3 clusters Score -3909784 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3909974.000000 Penalty: 3405.466553
	Iteration 15Q: 3 clusters Score -3909974 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3910164.500000 Penalty: 3405.466553
	Iteration 16Q: 3 clusters Score -3910164 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3910359.500000 Penalty: 3405.466553
	Iteration 17Q: 3 clusters Score -3910360 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3910533.000000 Penalty: 3405.466553
	Iteration 18Q: 3 clusters Score -3910533 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3910694.250000 Penalty: 3405.466553
	Iteration 19Q: 3 clusters Score -3910694 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3910856.250000 Penalty: 3405.466553
	Iteration 20F: 3 clusters Score -3910856 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3911024.750000 Penalty: 3405.466553
	Iteration 21Q: 3 clusters Score -3911025 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3911185.750000 Penalty: 3405.466553
	Iteration 22Q: 3 clusters Score -3911186 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3911360.500000 Penalty: 3405.466553
	Iteration 23Q: 3 clusters Score -3911360 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3911555.000000 Penalty: 3405.466553
	Iteration 24Q: 3 clusters Score -3911555 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3911743.500000 Penalty: 3405.466553
	Iteration 25Q: 3 clusters Score -3911744 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3911865.750000 Penalty: 3405.466553
	Iteration 26Q: 3 clusters Score -3911866 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3911990.250000 Penalty: 3405.466553
	Iteration 27Q: 3 clusters Score -3911990 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3912101.000000 Penalty: 3405.466553
	Iteration 28Q: 3 clusters Score -3912101 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3912219.750000 Penalty: 3405.466553
	Iteration 29Q: 3 clusters Score -3912220 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3912354.750000 Penalty: 3405.466553
	Iteration 30Q: 3 clusters Score -3912355 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3912465.250000 Penalty: 3405.466553
	Iteration 31Q: 3 clusters Score -3912465 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3912550.750000 Penalty: 3405.466553
	Iteration 32Q: 3 clusters Score -3912551 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3912607.750000 Penalty: 3405.466553
	Iteration 33Q: 3 clusters Score -3912608 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3912675.750000 Penalty: 3405.466553
	Iteration 34Q: 3 clusters Score -3912676 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3912733.000000 Penalty: 3405.466553
	Iteration 35Q: 3 clusters Score -3912733 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3912783.000000 Penalty: 3405.466553
	Iteration 36Q: 3 clusters Score -3912783 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3912817.250000 Penalty: 3405.466553
	Iteration 37Q: 3 clusters Score -3912817 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3912846.750000 Penalty: 3405.466553
	Iteration 38Q: 3 clusters Score -3912847 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3912894.000000 Penalty: 3405.466553
	Iteration 39Q: 3 clusters Score -3912894 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3912930.000000 Penalty: 3405.466553
	Iteration 40F: 3 clusters Score -3912930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3912957.000000 Penalty: 3405.466553
	Iteration 41Q: 3 clusters Score -3912957 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3912966.250000 Penalty: 3405.466553
	Iteration 42Q: 3 clusters Score -3912966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3912983.750000 Penalty: 3405.466553
	Iteration 43Q: 3 clusters Score -3912984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3912997.250000 Penalty: 3405.466553
	Iteration 44Q: 3 clusters Score -3912997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3913005.500000 Penalty: 3405.466553
	Iteration 45Q: 3 clusters Score -3913006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3913027.500000 Penalty: 3405.466553
	Iteration 46Q: 3 clusters Score -3913028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3913023.250000 Penalty: 3405.466553
	Iteration 47Q: 3 clusters Score -3913023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3913029.250000 Penalty: 3405.466553
	Iteration 48Q: 3 clusters Score -3913029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3913029.000000 Penalty: 3405.466553
	Iteration 49Q: 3 clusters Score -3913029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3913037.000000 Penalty: 3405.466553
	Iteration 50Q: 3 clusters Score -3913037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3913034.500000 Penalty: 3405.466553
	Iteration 51Q: 3 clusters Score -3913034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3913031.750000 Penalty: 3405.466553
	Iteration 52Q: 3 clusters Score -3913032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3913034.750000 Penalty: 3405.466553
	Iteration 53Q: 3 clusters Score -3913035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3913037.250000 Penalty: 3405.466553
	Iteration 54Q: 3 clusters Score -3913037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3913039.500000 Penalty: 3405.466553
	Iteration 55Q: 3 clusters Score -3913040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3913036.750000 Penalty: 3405.466553
	Iteration 56Q: 3 clusters Score -3913037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3913039.750000 Penalty: 3405.466553
	Iteration 57Q: 3 clusters Score -3913040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3913041.500000 Penalty: 3405.466553
	Iteration 58Q: 3 clusters Score -3913042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3913044.500000 Penalty: 3405.466553
	Iteration 59Q: 3 clusters Score -3913044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3913048.500000 Penalty: 3405.466553
	Iteration 60F: 3 clusters Score -3913048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3913057.250000 Penalty: 3405.466553
	Iteration 61Q: 3 clusters Score -3913057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3913053.000000 Penalty: 3405.466553
	Iteration 62Q: 3 clusters Score -3913053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3913052.000000 Penalty: 3405.466553
	Iteration 63Q: 3 clusters Score -3913052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3913055.000000 Penalty: 3405.466553
	Iteration 64Q: 3 clusters Score -3913055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3913060.500000 Penalty: 3405.466553
	Iteration 65Q: 3 clusters Score -3913060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3913060.500000 Penalty: 3405.466553
	Iteration 66F: 3 clusters Score -3913060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Entering Unmasked Estep 
Score: -908708.375000 Penalty: 1466.029297
	Iteration 0F: 2 clusters Score -908708.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -902663.812500 Penalty: 2932.058594
	Iteration 0F: 3 clusters Score -902663.8 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -904603.437500 Penalty: 2932.058594
	Iteration 1F: 3 clusters Score -904603.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -904872.437500 Penalty: 2932.058594
	Iteration 2F: 3 clusters Score -904872.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -905131.562500 Penalty: 2932.058594
	Iteration 3F: 3 clusters Score -905131.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -905378.750000 Penalty: 2932.058594
	Iteration 4F: 3 clusters Score -905378.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -905603.437500 Penalty: 2932.058594
	Iteration 5Q: 3 clusters Score -905603.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -905812.125000 Penalty: 2932.058594
	Iteration 6Q: 3 clusters Score -905812.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -906001.187500 Penalty: 2932.058594
	Iteration 7Q: 3 clusters Score -906001.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -906178.500000 Penalty: 2932.058594
	Iteration 8Q: 3 clusters Score -906178.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -906323.125000 Penalty: 2932.058594
	Iteration 9Q: 3 clusters Score -906323.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -906422.187500 Penalty: 2932.058594
	Iteration 10Q: 3 clusters Score -906422.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -906499.812500 Penalty: 2932.058594
	Iteration 11Q: 3 clusters Score -906499.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -906553.250000 Penalty: 2932.058594
	Iteration 12Q: 3 clusters Score -906553.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -906581.937500 Penalty: 2932.058594
	Iteration 13Q: 3 clusters Score -906581.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -906601.437500 Penalty: 2932.058594
	Iteration 14Q: 3 clusters Score -906601.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -906609.375000 Penalty: 2932.058594
	Iteration 15Q: 3 clusters Score -906609.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -906622.250000 Penalty: 2932.058594
	Iteration 16Q: 3 clusters Score -906622.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -906633.000000 Penalty: 2932.058594
	Iteration 17Q: 3 clusters Score -906633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -906641.437500 Penalty: 2932.058594
	Iteration 18Q: 3 clusters Score -906641.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -906649.000000 Penalty: 2932.058594
	Iteration 19Q: 3 clusters Score -906649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -906650.812500 Penalty: 2932.058594
	Iteration 20F: 3 clusters Score -906650.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -906655.187500 Penalty: 2932.058594
	Iteration 21Q: 3 clusters Score -906655.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -906657.562500 Penalty: 2932.058594
	Iteration 22Q: 3 clusters Score -906657.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -906661.687500 Penalty: 2932.058594
	Iteration 23Q: 3 clusters Score -906661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -906661.000000 Penalty: 2932.058594
	Iteration 24Q: 3 clusters Score -906661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -906663.312500 Penalty: 2932.058594
	Iteration 25Q: 3 clusters Score -906663.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -906665.875000 Penalty: 2932.058594
	Iteration 26Q: 3 clusters Score -906665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -906664.375000 Penalty: 2932.058594
	Iteration 27Q: 3 clusters Score -906664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -906664.687500 Penalty: 2932.058594
	Iteration 28Q: 3 clusters Score -906664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -906665.625000 Penalty: 2932.058594
	Iteration 29Q: 3 clusters Score -906665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -906665.500000 Penalty: 2932.058594
	Iteration 30Q: 3 clusters Score -906665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -906666.625000 Penalty: 2932.058594
	Iteration 31Q: 3 clusters Score -906666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -906666.375000 Penalty: 2932.058594
	Iteration 32Q: 3 clusters Score -906666.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -906668.937500 Penalty: 2932.058594
	Iteration 33Q: 3 clusters Score -906668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -906670.062500 Penalty: 2932.058594
	Iteration 34Q: 3 clusters Score -906670.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -906672.625000 Penalty: 2932.058594
	Iteration 35Q: 3 clusters Score -906672.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -906674.125000 Penalty: 2932.058594
	Iteration 36Q: 3 clusters Score -906674.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -906676.750000 Penalty: 2932.058594
	Iteration 37Q: 3 clusters Score -906676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -906676.687500 Penalty: 2932.058594
	Iteration 38Q: 3 clusters Score -906676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -906678.625000 Penalty: 2932.058594
	Iteration 39Q: 3 clusters Score -906678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -906678.937500 Penalty: 2932.058594
	Iteration 40F: 3 clusters Score -906678.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -906682.875000 Penalty: 2932.058594
	Iteration 41Q: 3 clusters Score -906682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -906681.312500 Penalty: 2932.058594
	Iteration 42Q: 3 clusters Score -906681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -906680.875000 Penalty: 2932.058594
	Iteration 43Q: 3 clusters Score -906680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -906682.250000 Penalty: 2932.058594
	Iteration 44Q: 3 clusters Score -906682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -906682.750000 Penalty: 2932.058594
	Iteration 45Q: 3 clusters Score -906682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -906682.062500 Penalty: 2932.058594
	Iteration 46Q: 3 clusters Score -906682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -906682.062500 Penalty: 2932.058594
	Iteration 47F: 3 clusters Score -906682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (187216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187216 members 
Entering Unmasked Estep 
Score: -20243230.000000 Penalty: 1972.753052
	Iteration 0F: 2 clusters Score -2.024323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -20119966.000000 Penalty: 3945.506104
	Iteration 0F: 3 clusters Score -2.011997e+07 nChanged 90619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 102024 members 
Entering Unmasked Estep 
Score: -20175930.000000 Penalty: 3945.506104
	Iteration 1F: 3 clusters Score -2.017593e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 106644 members 
Entering Unmasked Estep 
Score: -20179832.000000 Penalty: 3945.506104
	Iteration 2Q: 3 clusters Score -2.017983e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -20186284.000000 Penalty: 3945.506104
	Iteration 3F: 3 clusters Score -2.018628e+07 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 120628 members 
Entering Unmasked Estep 
Score: -20196522.000000 Penalty: 3945.506104
	Iteration 4F: 3 clusters Score -2.019652e+07 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 128473 members 
Entering Unmasked Estep 
Score: -20208830.000000 Penalty: 3945.506104
	Iteration 5F: 3 clusters Score -2.020883e+07 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 133622 members 
Entering Unmasked Estep 
Score: -20218512.000000 Penalty: 3945.506104
	Iteration 6F: 3 clusters Score -2.021851e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 136009 members 
Entering Unmasked Estep 
Score: -20222836.000000 Penalty: 3945.506104
	Iteration 7Q: 3 clusters Score -2.022284e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 137608 members 
Entering Unmasked Estep 
Score: -20224358.000000 Penalty: 3945.506104
	Iteration 8Q: 3 clusters Score -2.022436e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 138935 members 
Entering Unmasked Estep 
Score: -20225478.000000 Penalty: 3945.506104
	Iteration 9Q: 3 clusters Score -2.022548e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 140264 members 
Entering Unmasked Estep 
Score: -20226528.000000 Penalty: 3945.506104
	Iteration 10Q: 3 clusters Score -2.022653e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 141482 members 
Entering Unmasked Estep 
Score: -20227670.000000 Penalty: 3945.506104
	Iteration 11Q: 3 clusters Score -2.022767e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 142496 members 
Entering Unmasked Estep 
Score: -20228534.000000 Penalty: 3945.506104
	Iteration 12Q: 3 clusters Score -2.022853e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 143411 members 
Entering Unmasked Estep 
Score: -20229352.000000 Penalty: 3945.506104
	Iteration 13Q: 3 clusters Score -2.022935e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 144194 members 
Entering Unmasked Estep 
Score: -20230026.000000 Penalty: 3945.506104
	Iteration 14Q: 3 clusters Score -2.023003e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 144801 members 
Entering Unmasked Estep 
Score: -20230586.000000 Penalty: 3945.506104
	Iteration 15Q: 3 clusters Score -2.023059e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 145327 members 
Entering Unmasked Estep 
Score: -20230910.000000 Penalty: 3945.506104
	Iteration 16Q: 3 clusters Score -2.023091e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 145764 members 
Entering Unmasked Estep 
Score: -20231160.000000 Penalty: 3945.506104
	Iteration 17Q: 3 clusters Score -2.023116e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 146193 members 
Entering Unmasked Estep 
Score: -20231436.000000 Penalty: 3945.506104
	Iteration 18Q: 3 clusters Score -2.023144e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 146621 members 
Entering Unmasked Estep 
Score: -20231606.000000 Penalty: 3945.506104
	Iteration 19Q: 3 clusters Score -2.023161e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -20231840.000000 Penalty: 3945.506104
	Iteration 20F: 3 clusters Score -2.023184e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -20232088.000000 Penalty: 3945.506104
	Iteration 21Q: 3 clusters Score -2.023209e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 147693 members 
Entering Unmasked Estep 
Score: -20232240.000000 Penalty: 3945.506104
	Iteration 22Q: 3 clusters Score -2.023224e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -20232376.000000 Penalty: 3945.506104
	Iteration 23Q: 3 clusters Score -2.023238e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 148400 members 
Entering Unmasked Estep 
Score: -20232530.000000 Penalty: 3945.506104
	Iteration 24Q: 3 clusters Score -2.023253e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 148758 members 
Entering Unmasked Estep 
Score: -20232690.000000 Penalty: 3945.506104
	Iteration 25Q: 3 clusters Score -2.023269e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 149149 members 
Entering Unmasked Estep 
Score: -20232804.000000 Penalty: 3945.506104
	Iteration 26Q: 3 clusters Score -2.02328e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -20232906.000000 Penalty: 3945.506104
	Iteration 27Q: 3 clusters Score -2.023291e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -20233098.000000 Penalty: 3945.506104
	Iteration 28Q: 3 clusters Score -2.02331e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 150355 members 
Entering Unmasked Estep 
Score: -20233138.000000 Penalty: 3945.506104
	Iteration 29Q: 3 clusters Score -2.023314e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 150761 members 
Entering Unmasked Estep 
Score: -20233244.000000 Penalty: 3945.506104
	Iteration 30Q: 3 clusters Score -2.023324e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -20233394.000000 Penalty: 3945.506104
	Iteration 31Q: 3 clusters Score -2.023339e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 151486 members 
Entering Unmasked Estep 
Score: -20233490.000000 Penalty: 3945.506104
	Iteration 32Q: 3 clusters Score -2.023349e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 151812 members 
Entering Unmasked Estep 
Score: -20233514.000000 Penalty: 3945.506104
	Iteration 33Q: 3 clusters Score -2.023351e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -20233640.000000 Penalty: 3945.506104
	Iteration 34Q: 3 clusters Score -2.023364e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 152519 members 
Entering Unmasked Estep 
Score: -20233734.000000 Penalty: 3945.506104
	Iteration 35Q: 3 clusters Score -2.023373e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 152888 members 
Entering Unmasked Estep 
Score: -20233890.000000 Penalty: 3945.506104
	Iteration 36Q: 3 clusters Score -2.023389e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 153273 members 
Entering Unmasked Estep 
Score: -20234028.000000 Penalty: 3945.506104
	Iteration 37Q: 3 clusters Score -2.023403e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 153671 members 
Entering Unmasked Estep 
Score: -20234130.000000 Penalty: 3945.506104
	Iteration 38Q: 3 clusters Score -2.023413e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 154065 members 
Entering Unmasked Estep 
Score: -20234238.000000 Penalty: 3945.506104
	Iteration 39Q: 3 clusters Score -2.023424e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 154423 members 
Entering Unmasked Estep 
Score: -20234360.000000 Penalty: 3945.506104
	Iteration 40F: 3 clusters Score -2.023436e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -20234458.000000 Penalty: 3945.506104
	Iteration 41Q: 3 clusters Score -2.023446e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -20234582.000000 Penalty: 3945.506104
	Iteration 42Q: 3 clusters Score -2.023458e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 155442 members 
Entering Unmasked Estep 
Score: -20234674.000000 Penalty: 3945.506104
	Iteration 43Q: 3 clusters Score -2.023467e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -20234720.000000 Penalty: 3945.506104
	Iteration 44Q: 3 clusters Score -2.023472e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 156072 members 
Entering Unmasked Estep 
Score: -20234828.000000 Penalty: 3945.506104
	Iteration 45Q: 3 clusters Score -2.023483e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 156384 members 
Entering Unmasked Estep 
Score: -20234868.000000 Penalty: 3945.506104
	Iteration 46Q: 3 clusters Score -2.023487e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -20234908.000000 Penalty: 3945.506104
	Iteration 47Q: 3 clusters Score -2.023491e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -20235060.000000 Penalty: 3945.506104
	Iteration 48Q: 3 clusters Score -2.023506e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 157321 members 
Entering Unmasked Estep 
Score: -20235116.000000 Penalty: 3945.506104
	Iteration 49Q: 3 clusters Score -2.023512e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 157682 members 
Entering Unmasked Estep 
Score: -20235210.000000 Penalty: 3945.506104
	Iteration 50Q: 3 clusters Score -2.023521e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -20235278.000000 Penalty: 3945.506104
	Iteration 51Q: 3 clusters Score -2.023528e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -20235416.000000 Penalty: 3945.506104
	Iteration 52Q: 3 clusters Score -2.023542e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 158736 members 
Entering Unmasked Estep 
Score: -20235446.000000 Penalty: 3945.506104
	Iteration 53Q: 3 clusters Score -2.023545e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 159080 members 
Entering Unmasked Estep 
Score: -20235546.000000 Penalty: 3945.506104
	Iteration 54Q: 3 clusters Score -2.023555e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -20235650.000000 Penalty: 3945.506104
	Iteration 55Q: 3 clusters Score -2.023565e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 159755 members 
Entering Unmasked Estep 
Score: -20235706.000000 Penalty: 3945.506104
	Iteration 56Q: 3 clusters Score -2.023571e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 160102 members 
Entering Unmasked Estep 
Score: -20235748.000000 Penalty: 3945.506104
	Iteration 57Q: 3 clusters Score -2.023575e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 160445 members 
Entering Unmasked Estep 
Score: -20235900.000000 Penalty: 3945.506104
	Iteration 58Q: 3 clusters Score -2.02359e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -20235976.000000 Penalty: 3945.506104
	Iteration 59Q: 3 clusters Score -2.023598e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 161165 members 
Entering Unmasked Estep 
Score: -20236024.000000 Penalty: 3945.506104
	Iteration 60F: 3 clusters Score -2.023602e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 161509 members 
Entering Unmasked Estep 
Score: -20236132.000000 Penalty: 3945.506104
	Iteration 61Q: 3 clusters Score -2.023613e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -20236242.000000 Penalty: 3945.506104
	Iteration 62Q: 3 clusters Score -2.023624e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 162119 members 
Entering Unmasked Estep 
Score: -20236294.000000 Penalty: 3945.506104
	Iteration 63Q: 3 clusters Score -2.023629e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
Score: -20236398.000000 Penalty: 3945.506104
	Iteration 64Q: 3 clusters Score -2.02364e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 162722 members 
Entering Unmasked Estep 
Score: -20236514.000000 Penalty: 3945.506104
	Iteration 65Q: 3 clusters Score -2.023651e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 163034 members 
Entering Unmasked Estep 
Score: -20236620.000000 Penalty: 3945.506104
	Iteration 66Q: 3 clusters Score -2.023662e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -20236778.000000 Penalty: 3945.506104
	Iteration 67Q: 3 clusters Score -2.023678e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 163741 members 
Entering Unmasked Estep 
Score: -20237056.000000 Penalty: 3945.506104
	Iteration 68Q: 3 clusters Score -2.023706e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 164148 members 
Entering Unmasked Estep 
Score: -20237220.000000 Penalty: 3945.506104
	Iteration 69Q: 3 clusters Score -2.023722e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 164618 members 
Entering Unmasked Estep 
Score: -20237446.000000 Penalty: 3945.506104
	Iteration 70Q: 3 clusters Score -2.023745e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -20237702.000000 Penalty: 3945.506104
	Iteration 71Q: 3 clusters Score -2.02377e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 165669 members 
Entering Unmasked Estep 
Score: -20237960.000000 Penalty: 3945.506104
	Iteration 72Q: 3 clusters Score -2.023796e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 166279 members 
Entering Unmasked Estep 
Score: -20238256.000000 Penalty: 3945.506104
	Iteration 73Q: 3 clusters Score -2.023826e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -20238568.000000 Penalty: 3945.506104
	Iteration 74Q: 3 clusters Score -2.023857e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -20238860.000000 Penalty: 3945.506104
	Iteration 75Q: 3 clusters Score -2.023886e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 168198 members 
Entering Unmasked Estep 
Score: -20239114.000000 Penalty: 3945.506104
	Iteration 76Q: 3 clusters Score -2.023911e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 168886 members 
Entering Unmasked Estep 
Score: -20239298.000000 Penalty: 3945.506104
	Iteration 77Q: 3 clusters Score -2.02393e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 169631 members 
Entering Unmasked Estep 
Score: -20239560.000000 Penalty: 3945.506104
	Iteration 78Q: 3 clusters Score -2.023956e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 170402 members 
Entering Unmasked Estep 
Score: -20239838.000000 Penalty: 3945.506104
	Iteration 79Q: 3 clusters Score -2.023984e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 171143 members 
Entering Unmasked Estep 
Score: -20240110.000000 Penalty: 3945.506104
	Iteration 80F: 3 clusters Score -2.024011e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 171911 members 
Entering Unmasked Estep 
Score: -20240460.000000 Penalty: 3945.506104
	Iteration 81Q: 3 clusters Score -2.024046e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -20240802.000000 Penalty: 3945.506104
	Iteration 82Q: 3 clusters Score -2.02408e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 173474 members 
Entering Unmasked Estep 
Score: -20241052.000000 Penalty: 3945.506104
	Iteration 83Q: 3 clusters Score -2.024105e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 174160 members 
Entering Unmasked Estep 
Score: -20241382.000000 Penalty: 3945.506104
	Iteration 84Q: 3 clusters Score -2.024138e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 174892 members 
Entering Unmasked Estep 
Score: -20241582.000000 Penalty: 3945.506104
	Iteration 85Q: 3 clusters Score -2.024158e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 175634 members 
Entering Unmasked Estep 
Score: -20241810.000000 Penalty: 3945.506104
	Iteration 86Q: 3 clusters Score -2.024181e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 176332 members 
Entering Unmasked Estep 
Score: -20241954.000000 Penalty: 3945.506104
	Iteration 87Q: 3 clusters Score -2.024195e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 177067 members 
Entering Unmasked Estep 
Score: -20242146.000000 Penalty: 3945.506104
	Iteration 88Q: 3 clusters Score -2.024215e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 177815 members 
Entering Unmasked Estep 
Score: -20242310.000000 Penalty: 3945.506104
	Iteration 89Q: 3 clusters Score -2.024231e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 178571 members 
Entering Unmasked Estep 
Score: -20242384.000000 Penalty: 3945.506104
	Iteration 90Q: 3 clusters Score -2.024238e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -20242474.000000 Penalty: 3945.506104
	Iteration 91Q: 3 clusters Score -2.024247e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 179873 members 
Entering Unmasked Estep 
Score: -20242558.000000 Penalty: 3945.506104
	Iteration 92Q: 3 clusters Score -2.024256e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 180477 members 
Entering Unmasked Estep 
Score: -20242596.000000 Penalty: 3945.506104
	Iteration 93Q: 3 clusters Score -2.02426e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 181001 members 
Entering Unmasked Estep 
Score: -20242586.000000 Penalty: 3945.506104
	Iteration 94Q: 3 clusters Score -2.024259e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 181502 members 
Entering Unmasked Estep 
Score: -20242678.000000 Penalty: 3945.506104
	Iteration 95Q: 3 clusters Score -2.024268e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 181962 members 
Entering Unmasked Estep 
Score: -20242710.000000 Penalty: 3945.506104
	Iteration 96Q: 3 clusters Score -2.024271e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 182370 members 
Entering Unmasked Estep 
Score: -20242734.000000 Penalty: 3945.506104
	Iteration 97Q: 3 clusters Score -2.024273e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 182770 members 
Entering Unmasked Estep 
Score: -20242798.000000 Penalty: 3945.506104
	Iteration 98Q: 3 clusters Score -2.02428e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 183138 members 
Entering Unmasked Estep 
Score: -20242864.000000 Penalty: 3945.506104
	Iteration 99Q: 3 clusters Score -2.024286e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 183458 members 
Entering Unmasked Estep 
Score: -20242976.000000 Penalty: 3945.506104
	Iteration 100F: 3 clusters Score -2.024298e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 183729 members 
Entering Unmasked Estep 
Score: -20243000.000000 Penalty: 3945.506104
	Iteration 101Q: 3 clusters Score -2.0243e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 183951 members 
Entering Unmasked Estep 
Score: -20243020.000000 Penalty: 3945.506104
	Iteration 102Q: 3 clusters Score -2.024302e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 184148 members 
Entering Unmasked Estep 
Score: -20243038.000000 Penalty: 3945.506104
	Iteration 103Q: 3 clusters Score -2.024304e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 184320 members 
Entering Unmasked Estep 
Score: -20243034.000000 Penalty: 3945.506104
	Iteration 104Q: 3 clusters Score -2.024303e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 184469 members 
Entering Unmasked Estep 
Score: -20243094.000000 Penalty: 3945.506104
	Iteration 105Q: 3 clusters Score -2.024309e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 184602 members 
Entering Unmasked Estep 
Score: -20243030.000000 Penalty: 3945.506104
	Iteration 106Q: 3 clusters Score -2.024303e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 184715 members 
Entering Unmasked Estep 
Score: -20242974.000000 Penalty: 3945.506104
	Iteration 107Q: 3 clusters Score -2.024297e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 184804 members 
Entering Unmasked Estep 
Score: -20242982.000000 Penalty: 3945.506104
	Iteration 108Q: 3 clusters Score -2.024298e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 184886 members 
Entering Unmasked Estep 
Score: -20242962.000000 Penalty: 3945.506104
	Iteration 109Q: 3 clusters Score -2.024296e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 184951 members 
Entering Unmasked Estep 
Score: -20242948.000000 Penalty: 3945.506104
	Iteration 110Q: 3 clusters Score -2.024295e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 185018 members 
Entering Unmasked Estep 
Score: -20242942.000000 Penalty: 3945.506104
	Iteration 111Q: 3 clusters Score -2.024294e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 185067 members 
Entering Unmasked Estep 
Score: -20242912.000000 Penalty: 3945.506104
	Iteration 112Q: 3 clusters Score -2.024291e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 185113 members 
Entering Unmasked Estep 
Score: -20242930.000000 Penalty: 3945.506104
	Iteration 113Q: 3 clusters Score -2.024293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 185146 members 
Entering Unmasked Estep 
Score: -20242928.000000 Penalty: 3945.506104
	Iteration 114Q: 3 clusters Score -2.024293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 185173 members 
Entering Unmasked Estep 
Score: -20242950.000000 Penalty: 3945.506104
	Iteration 115Q: 3 clusters Score -2.024295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 185198 members 
Entering Unmasked Estep 
Score: -20242924.000000 Penalty: 3945.506104
	Iteration 116Q: 3 clusters Score -2.024292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 185210 members 
Entering Unmasked Estep 
Score: -20242946.000000 Penalty: 3945.506104
	Iteration 117Q: 3 clusters Score -2.024295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 185220 members 
Entering Unmasked Estep 
Score: -20242914.000000 Penalty: 3945.506104
	Iteration 118Q: 3 clusters Score -2.024291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 185229 members 
Entering Unmasked Estep 
Score: -20242918.000000 Penalty: 3945.506104
	Iteration 119Q: 3 clusters Score -2.024292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 185238 members 
Entering Unmasked Estep 
Score: -20242922.000000 Penalty: 3945.506104
	Iteration 120F: 3 clusters Score -2.024292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 185249 members 
Entering Unmasked Estep 
Score: -20242938.000000 Penalty: 3945.506104
	Iteration 121Q: 3 clusters Score -2.024294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 185262 members 
Entering Unmasked Estep 
Score: -20242916.000000 Penalty: 3945.506104
	Iteration 122Q: 3 clusters Score -2.024292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 185272 members 
Entering Unmasked Estep 
Score: -20242916.000000 Penalty: 3945.506104
	Iteration 123Q: 3 clusters Score -2.024292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 185283 members 
Entering Unmasked Estep 
Score: -20242940.000000 Penalty: 3945.506104
	Iteration 124Q: 3 clusters Score -2.024294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 185292 members 
Entering Unmasked Estep 
Score: -20242936.000000 Penalty: 3945.506104
	Iteration 125Q: 3 clusters Score -2.024294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 185307 members 
Entering Unmasked Estep 
Score: -20242928.000000 Penalty: 3945.506104
	Iteration 126Q: 3 clusters Score -2.024293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 185324 members 
Entering Unmasked Estep 
Score: -20242916.000000 Penalty: 3945.506104
	Iteration 127Q: 3 clusters Score -2.024292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 185343 members 
Entering Unmasked Estep 
Score: -20242922.000000 Penalty: 3945.506104
	Iteration 128Q: 3 clusters Score -2.024292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 185359 members 
Entering Unmasked Estep 
Score: -20242940.000000 Penalty: 3945.506104
	Iteration 129Q: 3 clusters Score -2.024294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 185366 members 
Entering Unmasked Estep 
Score: -20242928.000000 Penalty: 3945.506104
	Iteration 130Q: 3 clusters Score -2.024293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 185380 members 
Entering Unmasked Estep 
Score: -20242928.000000 Penalty: 3945.506104
	Iteration 131Q: 3 clusters Score -2.024293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 185392 members 
Entering Unmasked Estep 
Score: -20242924.000000 Penalty: 3945.506104
	Iteration 132Q: 3 clusters Score -2.024292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 185403 members 
Entering Unmasked Estep 
Score: -20242914.000000 Penalty: 3945.506104
	Iteration 133Q: 3 clusters Score -2.024291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 185409 members 
Entering Unmasked Estep 
Score: -20242918.000000 Penalty: 3945.506104
	Iteration 134Q: 3 clusters Score -2.024292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 185416 members 
Entering Unmasked Estep 
Score: -20242900.000000 Penalty: 3945.506104
	Iteration 135Q: 3 clusters Score -2.02429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 185420 members 
Entering Unmasked Estep 
Score: -20242900.000000 Penalty: 3945.506104
	Iteration 136Q: 3 clusters Score -2.02429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 185420 members 
Entering Unmasked Estep 
Score: -20242902.000000 Penalty: 3945.506104
	Iteration 137Q: 3 clusters Score -2.02429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 185421 members 
Entering Unmasked Estep 
Score: -20242904.000000 Penalty: 3945.506104
	Iteration 138Q: 3 clusters Score -2.02429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 185423 members 
Entering Unmasked Estep 
Score: -20242904.000000 Penalty: 3945.506104
	Iteration 139Q: 3 clusters Score -2.02429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 185423 members 
Entering Unmasked Estep 
Score: -20242904.000000 Penalty: 3945.506104
	Iteration 140F: 3 clusters Score -2.02429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Entering Unmasked Estep 
Score: -3379510.250000 Penalty: 1688.411621
	Iteration 0F: 2 clusters Score -3379510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3357711.750000 Penalty: 3376.823242
	Iteration 0F: 3 clusters Score -3357712 nChanged 14993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3366256.500000 Penalty: 3376.823242
	Iteration 1F: 3 clusters Score -3366256 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3366811.500000 Penalty: 3376.823242
	Iteration 2Q: 3 clusters Score -3366812 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3367352.250000 Penalty: 3376.823242
	Iteration 3Q: 3 clusters Score -3367352 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3367997.500000 Penalty: 3376.823242
	Iteration 4Q: 3 clusters Score -3367998 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3368904.750000 Penalty: 3376.823242
	Iteration 5F: 3 clusters Score -3368905 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3370300.750000 Penalty: 3376.823242
	Iteration 6F: 3 clusters Score -3370301 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3372277.500000 Penalty: 3376.823242
	Iteration 7F: 3 clusters Score -3372278 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3374575.750000 Penalty: 3376.823242
	Iteration 8F: 3 clusters Score -3374576 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3376707.500000 Penalty: 3376.823242
	Iteration 9F: 3 clusters Score -3376708 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3378354.250000 Penalty: 3376.823242
	Iteration 10F: 3 clusters Score -3378354 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3379385.250000 Penalty: 3376.823242
	Iteration 11Q: 3 clusters Score -3379385 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3380048.000000 Penalty: 3376.823242
	Iteration 12Q: 3 clusters Score -3380048 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3380373.500000 Penalty: 3376.823242
	Iteration 13Q: 3 clusters Score -3380374 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3380618.500000 Penalty: 3376.823242
	Iteration 14Q: 3 clusters Score -3380618 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3380819.500000 Penalty: 3376.823242
	Iteration 15Q: 3 clusters Score -3380820 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3381036.500000 Penalty: 3376.823242
	Iteration 16Q: 3 clusters Score -3381036 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3381225.500000 Penalty: 3376.823242
	Iteration 17Q: 3 clusters Score -3381226 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3381402.500000 Penalty: 3376.823242
	Iteration 18Q: 3 clusters Score -3381402 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -3381507.750000 Penalty: 3376.823242
	Iteration 19Q: 3 clusters Score -3381508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3381540.250000 Penalty: 3376.823242
	Iteration 20F: 3 clusters Score -3381540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -3381554.250000 Penalty: 3376.823242
	Iteration 21Q: 3 clusters Score -3381554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3381567.250000 Penalty: 3376.823242
	Iteration 22Q: 3 clusters Score -3381567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3381569.000000 Penalty: 3376.823242
	Iteration 23Q: 3 clusters Score -3381569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3381576.500000 Penalty: 3376.823242
	Iteration 24Q: 3 clusters Score -3381576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3381575.750000 Penalty: 3376.823242
	Iteration 25Q: 3 clusters Score -3381576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -3381578.500000 Penalty: 3376.823242
	Iteration 26Q: 3 clusters Score -3381578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3381578.000000 Penalty: 3376.823242
	Iteration 27Q: 3 clusters Score -3381578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -3381580.750000 Penalty: 3376.823242
	Iteration 28Q: 3 clusters Score -3381581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3381579.750000 Penalty: 3376.823242
	Iteration 29Q: 3 clusters Score -3381580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3381579.750000 Penalty: 3376.823242
	Iteration 30F: 3 clusters Score -3381580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 44553 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 8 contains 24485 members 
Mstep: Class 10 contains 36534 members 
Mstep: Class 13 contains 123516 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 16 contains 180718 members 
Mstep: Class 17 contains 35538 members 
Mstep: Class 18 contains 8281 members 
Mstep: Class 19 contains 187216 members 
Mstep: Class 20 contains 1356 members 
Mstep: Class 22 contains 12851 members 
Mstep: Class 23 contains 185417 members 
Entering Unmasked Estep 
Score: -93806176.000000 Penalty: 33373.367188
Splitting cluster 20 changes total score from -93804688.000000 to -93806176.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 22 (12851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Entering Unmasked Estep 
Score: -1446520.625000 Penalty: 1537.441284
	Iteration 0F: 2 clusters Score -1446521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1437497.375000 Penalty: 3074.882568
	Iteration 0F: 3 clusters Score -1437497 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1440448.875000 Penalty: 3074.882568
	Iteration 1F: 3 clusters Score -1440449 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1440714.750000 Penalty: 3074.882568
	Iteration 2F: 3 clusters Score -1440715 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1440966.000000 Penalty: 3074.882568
	Iteration 3Q: 3 clusters Score -1440966 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1441203.625000 Penalty: 3074.882568
	Iteration 4Q: 3 clusters Score -1441204 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1441491.750000 Penalty: 3074.882568
	Iteration 5Q: 3 clusters Score -1441492 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1441908.375000 Penalty: 3074.882568
	Iteration 6F: 3 clusters Score -1441908 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1442506.000000 Penalty: 3074.882568
	Iteration 7F: 3 clusters Score -1442506 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1443174.750000 Penalty: 3074.882568
	Iteration 8F: 3 clusters Score -1443175 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1443836.875000 Penalty: 3074.882568
	Iteration 9F: 3 clusters Score -1443837 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1444391.500000 Penalty: 3074.882568
	Iteration 10Q: 3 clusters Score -1444392 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1444741.625000 Penalty: 3074.882568
	Iteration 11Q: 3 clusters Score -1444742 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1444928.750000 Penalty: 3074.882568
	Iteration 12Q: 3 clusters Score -1444929 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1445027.875000 Penalty: 3074.882568
	Iteration 13Q: 3 clusters Score -1445028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1445083.125000 Penalty: 3074.882568
	Iteration 14Q: 3 clusters Score -1445083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1445107.000000 Penalty: 3074.882568
	Iteration 15Q: 3 clusters Score -1445107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1445127.500000 Penalty: 3074.882568
	Iteration 16Q: 3 clusters Score -1445128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1445144.250000 Penalty: 3074.882568
	Iteration 17Q: 3 clusters Score -1445144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1445152.500000 Penalty: 3074.882568
	Iteration 18Q: 3 clusters Score -1445152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1445159.625000 Penalty: 3074.882568
	Iteration 19Q: 3 clusters Score -1445160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1445159.250000 Penalty: 3074.882568
	Iteration 20F: 3 clusters Score -1445159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (185417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185417 members 
Entering Unmasked Estep 
Score: -20088198.000000 Penalty: 1971.183960
	Iteration 0F: 2 clusters Score -2.00882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -19969466.000000 Penalty: 3942.367920
	Iteration 0F: 3 clusters Score -1.996947e+07 nChanged 89853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -20022568.000000 Penalty: 3942.367920
	Iteration 1F: 3 clusters Score -2.002257e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -20023822.000000 Penalty: 3942.367920
	Iteration 2Q: 3 clusters Score -2.002382e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -20025812.000000 Penalty: 3942.367920
	Iteration 3Q: 3 clusters Score -2.002581e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -20028560.000000 Penalty: 3942.367920
	Iteration 4Q: 3 clusters Score -2.002856e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -20032872.000000 Penalty: 3942.367920
	Iteration 5Q: 3 clusters Score -2.003287e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98954 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -20039288.000000 Penalty: 3942.367920
	Iteration 6F: 3 clusters Score -2.003929e+07 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -20048398.000000 Penalty: 3942.367920
	Iteration 7F: 3 clusters Score -2.00484e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -20056794.000000 Penalty: 3942.367920
	Iteration 8F: 3 clusters Score -2.005679e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -20061030.000000 Penalty: 3942.367920
	Iteration 9F: 3 clusters Score -2.006103e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105861 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -20062610.000000 Penalty: 3942.367920
	Iteration 10Q: 3 clusters Score -2.006261e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107126 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -20063268.000000 Penalty: 3942.367920
	Iteration 11Q: 3 clusters Score -2.006327e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -20063616.000000 Penalty: 3942.367920
	Iteration 12Q: 3 clusters Score -2.006362e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -20064090.000000 Penalty: 3942.367920
	Iteration 13Q: 3 clusters Score -2.006409e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -20064494.000000 Penalty: 3942.367920
	Iteration 14Q: 3 clusters Score -2.006449e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112691 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -20064904.000000 Penalty: 3942.367920
	Iteration 15Q: 3 clusters Score -2.00649e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -20065350.000000 Penalty: 3942.367920
	Iteration 16Q: 3 clusters Score -2.006535e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115881 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -20065874.000000 Penalty: 3942.367920
	Iteration 17Q: 3 clusters Score -2.006587e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117568 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -20066484.000000 Penalty: 3942.367920
	Iteration 18Q: 3 clusters Score -2.006648e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -20066996.000000 Penalty: 3942.367920
	Iteration 19Q: 3 clusters Score -2.0067e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120989 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -20067538.000000 Penalty: 3942.367920
	Iteration 20F: 3 clusters Score -2.006754e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -20067936.000000 Penalty: 3942.367920
	Iteration 21Q: 3 clusters Score -2.006794e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124629 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -20068564.000000 Penalty: 3942.367920
	Iteration 22Q: 3 clusters Score -2.006856e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126615 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -20069146.000000 Penalty: 3942.367920
	Iteration 23Q: 3 clusters Score -2.006915e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128558 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -20069808.000000 Penalty: 3942.367920
	Iteration 24Q: 3 clusters Score -2.006981e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130535 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -20070368.000000 Penalty: 3942.367920
	Iteration 25Q: 3 clusters Score -2.007037e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132569 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -20070986.000000 Penalty: 3942.367920
	Iteration 26Q: 3 clusters Score -2.007099e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134564 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -20071558.000000 Penalty: 3942.367920
	Iteration 27Q: 3 clusters Score -2.007156e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136551 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -20072110.000000 Penalty: 3942.367920
	Iteration 28Q: 3 clusters Score -2.007211e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138583 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -20072780.000000 Penalty: 3942.367920
	Iteration 29Q: 3 clusters Score -2.007278e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -20073502.000000 Penalty: 3942.367920
	Iteration 30Q: 3 clusters Score -2.00735e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142911 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -20074198.000000 Penalty: 3942.367920
	Iteration 31Q: 3 clusters Score -2.00742e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145141 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -20074670.000000 Penalty: 3942.367920
	Iteration 32Q: 3 clusters Score -2.007467e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -20075330.000000 Penalty: 3942.367920
	Iteration 33Q: 3 clusters Score -2.007533e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149551 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -20075892.000000 Penalty: 3942.367920
	Iteration 34Q: 3 clusters Score -2.007589e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151756 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -20076522.000000 Penalty: 3942.367920
	Iteration 35Q: 3 clusters Score -2.007652e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154019 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -20077108.000000 Penalty: 3942.367920
	Iteration 36Q: 3 clusters Score -2.007711e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -20077810.000000 Penalty: 3942.367920
	Iteration 37Q: 3 clusters Score -2.007781e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158610 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -20078470.000000 Penalty: 3942.367920
	Iteration 38Q: 3 clusters Score -2.007847e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160953 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -20079240.000000 Penalty: 3942.367920
	Iteration 39Q: 3 clusters Score -2.007924e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -20080136.000000 Penalty: 3942.367920
	Iteration 40F: 3 clusters Score -2.008014e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165579 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -20081232.000000 Penalty: 3942.367920
	Iteration 41Q: 3 clusters Score -2.008123e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -20082134.000000 Penalty: 3942.367920
	Iteration 42Q: 3 clusters Score -2.008213e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169821 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -20082794.000000 Penalty: 3942.367920
	Iteration 43Q: 3 clusters Score -2.008279e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171770 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -20083378.000000 Penalty: 3942.367920
	Iteration 44Q: 3 clusters Score -2.008338e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -20083904.000000 Penalty: 3942.367920
	Iteration 45Q: 3 clusters Score -2.00839e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175294 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -20084468.000000 Penalty: 3942.367920
	Iteration 46Q: 3 clusters Score -2.008447e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176771 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -20084862.000000 Penalty: 3942.367920
	Iteration 47Q: 3 clusters Score -2.008486e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178101 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -20085336.000000 Penalty: 3942.367920
	Iteration 48Q: 3 clusters Score -2.008534e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179295 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -20085724.000000 Penalty: 3942.367920
	Iteration 49Q: 3 clusters Score -2.008572e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180316 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -20086086.000000 Penalty: 3942.367920
	Iteration 50Q: 3 clusters Score -2.008609e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181119 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -20086290.000000 Penalty: 3942.367920
	Iteration 51Q: 3 clusters Score -2.008629e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181744 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -20086480.000000 Penalty: 3942.367920
	Iteration 52Q: 3 clusters Score -2.008648e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182258 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -20086622.000000 Penalty: 3942.367920
	Iteration 53Q: 3 clusters Score -2.008662e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182631 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -20086790.000000 Penalty: 3942.367920
	Iteration 54Q: 3 clusters Score -2.008679e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182939 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -20086932.000000 Penalty: 3942.367920
	Iteration 55Q: 3 clusters Score -2.008693e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183179 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -20087082.000000 Penalty: 3942.367920
	Iteration 56Q: 3 clusters Score -2.008708e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183357 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -20087134.000000 Penalty: 3942.367920
	Iteration 57Q: 3 clusters Score -2.008713e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183504 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -20087176.000000 Penalty: 3942.367920
	Iteration 58Q: 3 clusters Score -2.008718e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183619 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -20087246.000000 Penalty: 3942.367920
	Iteration 59Q: 3 clusters Score -2.008725e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183701 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -20087278.000000 Penalty: 3942.367920
	Iteration 60F: 3 clusters Score -2.008728e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183751 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -20087316.000000 Penalty: 3942.367920
	Iteration 61Q: 3 clusters Score -2.008732e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183797 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -20087370.000000 Penalty: 3942.367920
	Iteration 62Q: 3 clusters Score -2.008737e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183827 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20087386.000000 Penalty: 3942.367920
	Iteration 63Q: 3 clusters Score -2.008739e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183842 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20087440.000000 Penalty: 3942.367920
	Iteration 64Q: 3 clusters Score -2.008744e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183844 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -20087484.000000 Penalty: 3942.367920
	Iteration 65Q: 3 clusters Score -2.008748e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183846 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20087544.000000 Penalty: 3942.367920
	Iteration 66Q: 3 clusters Score -2.008754e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -20087566.000000 Penalty: 3942.367920
	Iteration 67Q: 3 clusters Score -2.008757e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183843 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -20087646.000000 Penalty: 3942.367920
	Iteration 68Q: 3 clusters Score -2.008765e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183845 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -20087696.000000 Penalty: 3942.367920
	Iteration 69Q: 3 clusters Score -2.00877e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183860 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -20087698.000000 Penalty: 3942.367920
	Iteration 70Q: 3 clusters Score -2.00877e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20087734.000000 Penalty: 3942.367920
	Iteration 71Q: 3 clusters Score -2.008773e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183878 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -20087740.000000 Penalty: 3942.367920
	Iteration 72Q: 3 clusters Score -2.008774e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -20087736.000000 Penalty: 3942.367920
	Iteration 73Q: 3 clusters Score -2.008774e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183906 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -20087750.000000 Penalty: 3942.367920
	Iteration 74Q: 3 clusters Score -2.008775e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183910 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -20087742.000000 Penalty: 3942.367920
	Iteration 75Q: 3 clusters Score -2.008774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183911 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20087758.000000 Penalty: 3942.367920
	Iteration 76Q: 3 clusters Score -2.008776e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183928 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20087716.000000 Penalty: 3942.367920
	Iteration 77Q: 3 clusters Score -2.008772e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183941 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -20087722.000000 Penalty: 3942.367920
	Iteration 78Q: 3 clusters Score -2.008772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183948 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20087728.000000 Penalty: 3942.367920
	Iteration 79Q: 3 clusters Score -2.008773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183959 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -20087728.000000 Penalty: 3942.367920
	Iteration 80F: 3 clusters Score -2.008773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183947 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -20087756.000000 Penalty: 3942.367920
	Iteration 81Q: 3 clusters Score -2.008776e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183944 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20087770.000000 Penalty: 3942.367920
	Iteration 82Q: 3 clusters Score -2.008777e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183946 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20087804.000000 Penalty: 3942.367920
	Iteration 83Q: 3 clusters Score -2.00878e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183951 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -20087812.000000 Penalty: 3942.367920
	Iteration 84Q: 3 clusters Score -2.008781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183960 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -20087804.000000 Penalty: 3942.367920
	Iteration 85Q: 3 clusters Score -2.00878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183964 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20087814.000000 Penalty: 3942.367920
	Iteration 86Q: 3 clusters Score -2.008781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183961 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -20087842.000000 Penalty: 3942.367920
	Iteration 87Q: 3 clusters Score -2.008784e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183970 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20087850.000000 Penalty: 3942.367920
	Iteration 88Q: 3 clusters Score -2.008785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183982 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -20087874.000000 Penalty: 3942.367920
	Iteration 89Q: 3 clusters Score -2.008787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183997 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -20087882.000000 Penalty: 3942.367920
	Iteration 90Q: 3 clusters Score -2.008788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184006 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -20087878.000000 Penalty: 3942.367920
	Iteration 91Q: 3 clusters Score -2.008788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184007 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -20087862.000000 Penalty: 3942.367920
	Iteration 92Q: 3 clusters Score -2.008786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184018 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -20087868.000000 Penalty: 3942.367920
	Iteration 93Q: 3 clusters Score -2.008787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184026 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20087870.000000 Penalty: 3942.367920
	Iteration 94Q: 3 clusters Score -2.008787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184042 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -20087880.000000 Penalty: 3942.367920
	Iteration 95Q: 3 clusters Score -2.008788e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184046 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20087896.000000 Penalty: 3942.367920
	Iteration 96Q: 3 clusters Score -2.00879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184060 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -20087908.000000 Penalty: 3942.367920
	Iteration 97Q: 3 clusters Score -2.008791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -20087934.000000 Penalty: 3942.367920
	Iteration 98Q: 3 clusters Score -2.008793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184082 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -20087934.000000 Penalty: 3942.367920
	Iteration 99Q: 3 clusters Score -2.008793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184094 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20087942.000000 Penalty: 3942.367920
	Iteration 100F: 3 clusters Score -2.008794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184093 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -20087952.000000 Penalty: 3942.367920
	Iteration 101Q: 3 clusters Score -2.008795e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184088 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -20087956.000000 Penalty: 3942.367920
	Iteration 102Q: 3 clusters Score -2.008796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184096 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20087970.000000 Penalty: 3942.367920
	Iteration 103Q: 3 clusters Score -2.008797e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20087994.000000 Penalty: 3942.367920
	Iteration 104Q: 3 clusters Score -2.008799e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184107 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20088040.000000 Penalty: 3942.367920
	Iteration 105Q: 3 clusters Score -2.008804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184113 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20088012.000000 Penalty: 3942.367920
	Iteration 106Q: 3 clusters Score -2.008801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184130 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20088012.000000 Penalty: 3942.367920
	Iteration 107Q: 3 clusters Score -2.008801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184138 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20088014.000000 Penalty: 3942.367920
	Iteration 108Q: 3 clusters Score -2.008801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184151 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -20088012.000000 Penalty: 3942.367920
	Iteration 109Q: 3 clusters Score -2.008801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184164 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20088006.000000 Penalty: 3942.367920
	Iteration 110Q: 3 clusters Score -2.008801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184181 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20088006.000000 Penalty: 3942.367920
	Iteration 111Q: 3 clusters Score -2.008801e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184193 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20087986.000000 Penalty: 3942.367920
	Iteration 112Q: 3 clusters Score -2.008799e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -20087986.000000 Penalty: 3942.367920
	Iteration 113Q: 3 clusters Score -2.008799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184221 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20088000.000000 Penalty: 3942.367920
	Iteration 114Q: 3 clusters Score -2.0088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184241 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -20088012.000000 Penalty: 3942.367920
	Iteration 115Q: 3 clusters Score -2.008801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184258 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20088002.000000 Penalty: 3942.367920
	Iteration 116Q: 3 clusters Score -2.0088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184269 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -20087994.000000 Penalty: 3942.367920
	Iteration 117Q: 3 clusters Score -2.008799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184273 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -20087986.000000 Penalty: 3942.367920
	Iteration 118Q: 3 clusters Score -2.008799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184276 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -20087986.000000 Penalty: 3942.367920
	Iteration 119Q: 3 clusters Score -2.008799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184280 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -20087994.000000 Penalty: 3942.367920
	Iteration 120F: 3 clusters Score -2.008799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184279 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20087998.000000 Penalty: 3942.367920
	Iteration 121Q: 3 clusters Score -2.0088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184286 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -20088012.000000 Penalty: 3942.367920
	Iteration 122Q: 3 clusters Score -2.008801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184300 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20088004.000000 Penalty: 3942.367920
	Iteration 123Q: 3 clusters Score -2.0088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184315 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20088022.000000 Penalty: 3942.367920
	Iteration 124Q: 3 clusters Score -2.008802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184326 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20088038.000000 Penalty: 3942.367920
	Iteration 125Q: 3 clusters Score -2.008804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -20088052.000000 Penalty: 3942.367920
	Iteration 126Q: 3 clusters Score -2.008805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184368 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -20088048.000000 Penalty: 3942.367920
	Iteration 127Q: 3 clusters Score -2.008805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184388 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20088028.000000 Penalty: 3942.367920
	Iteration 128Q: 3 clusters Score -2.008803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184401 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -20088042.000000 Penalty: 3942.367920
	Iteration 129Q: 3 clusters Score -2.008804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184413 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20088060.000000 Penalty: 3942.367920
	Iteration 130Q: 3 clusters Score -2.008806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184425 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20088050.000000 Penalty: 3942.367920
	Iteration 131Q: 3 clusters Score -2.008805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184437 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20088056.000000 Penalty: 3942.367920
	Iteration 132Q: 3 clusters Score -2.008806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184446 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20088048.000000 Penalty: 3942.367920
	Iteration 133Q: 3 clusters Score -2.008805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184457 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20088026.000000 Penalty: 3942.367920
	Iteration 134Q: 3 clusters Score -2.008803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184465 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20088020.000000 Penalty: 3942.367920
	Iteration 135Q: 3 clusters Score -2.008802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184472 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -20088020.000000 Penalty: 3942.367920
	Iteration 136Q: 3 clusters Score -2.008802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184477 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20088012.000000 Penalty: 3942.367920
	Iteration 137Q: 3 clusters Score -2.008801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184488 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20088018.000000 Penalty: 3942.367920
	Iteration 138Q: 3 clusters Score -2.008802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184495 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -20088022.000000 Penalty: 3942.367920
	Iteration 139Q: 3 clusters Score -2.008802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184502 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -20088038.000000 Penalty: 3942.367920
	Iteration 140F: 3 clusters Score -2.008804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184514 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -20088068.000000 Penalty: 3942.367920
	Iteration 141Q: 3 clusters Score -2.008807e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184534 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -20088070.000000 Penalty: 3942.367920
	Iteration 142Q: 3 clusters Score -2.008807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184563 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20088056.000000 Penalty: 3942.367920
	Iteration 143Q: 3 clusters Score -2.008806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184596 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -20088042.000000 Penalty: 3942.367920
	Iteration 144Q: 3 clusters Score -2.008804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -20088052.000000 Penalty: 3942.367920
	Iteration 145Q: 3 clusters Score -2.008805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184639 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -20088086.000000 Penalty: 3942.367920
	Iteration 146Q: 3 clusters Score -2.008809e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184665 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20088080.000000 Penalty: 3942.367920
	Iteration 147Q: 3 clusters Score -2.008808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184692 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20088102.000000 Penalty: 3942.367920
	Iteration 148Q: 3 clusters Score -2.00881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184708 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20088134.000000 Penalty: 3942.367920
	Iteration 149Q: 3 clusters Score -2.008813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184725 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -20088138.000000 Penalty: 3942.367920
	Iteration 150Q: 3 clusters Score -2.008814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184741 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20088126.000000 Penalty: 3942.367920
	Iteration 151Q: 3 clusters Score -2.008813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184749 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -20088126.000000 Penalty: 3942.367920
	Iteration 152Q: 3 clusters Score -2.008813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184756 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -20088124.000000 Penalty: 3942.367920
	Iteration 153Q: 3 clusters Score -2.008812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184763 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -20088122.000000 Penalty: 3942.367920
	Iteration 154Q: 3 clusters Score -2.008812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184769 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -20088116.000000 Penalty: 3942.367920
	Iteration 155Q: 3 clusters Score -2.008812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184770 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -20088130.000000 Penalty: 3942.367920
	Iteration 156Q: 3 clusters Score -2.008813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184776 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -20088122.000000 Penalty: 3942.367920
	Iteration 157Q: 3 clusters Score -2.008812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184781 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -20088132.000000 Penalty: 3942.367920
	Iteration 158Q: 3 clusters Score -2.008813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184788 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -20088130.000000 Penalty: 3942.367920
	Iteration 159Q: 3 clusters Score -2.008813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184791 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -20088116.000000 Penalty: 3942.367920
	Iteration 160F: 3 clusters Score -2.008812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184793 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20088132.000000 Penalty: 3942.367920
	Iteration 161Q: 3 clusters Score -2.008813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184809 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -20088132.000000 Penalty: 3942.367920
	Iteration 162Q: 3 clusters Score -2.008813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184817 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20088144.000000 Penalty: 3942.367920
	Iteration 163Q: 3 clusters Score -2.008814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184828 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20088124.000000 Penalty: 3942.367920
	Iteration 164Q: 3 clusters Score -2.008812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184843 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -20088134.000000 Penalty: 3942.367920
	Iteration 165Q: 3 clusters Score -2.008813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184862 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -20088126.000000 Penalty: 3942.367920
	Iteration 166Q: 3 clusters Score -2.008813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184873 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20088132.000000 Penalty: 3942.367920
	Iteration 167Q: 3 clusters Score -2.008813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184889 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20088130.000000 Penalty: 3942.367920
	Iteration 168Q: 3 clusters Score -2.008813e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184906 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20088154.000000 Penalty: 3942.367920
	Iteration 169Q: 3 clusters Score -2.008815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20088150.000000 Penalty: 3942.367920
	Iteration 170Q: 3 clusters Score -2.008815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184951 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -20088158.000000 Penalty: 3942.367920
	Iteration 171Q: 3 clusters Score -2.008816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184959 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -20088170.000000 Penalty: 3942.367920
	Iteration 172Q: 3 clusters Score -2.008817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184968 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -20088158.000000 Penalty: 3942.367920
	Iteration 173Q: 3 clusters Score -2.008816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184975 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -20088186.000000 Penalty: 3942.367920
	Iteration 174Q: 3 clusters Score -2.008819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184982 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20088170.000000 Penalty: 3942.367920
	Iteration 175Q: 3 clusters Score -2.008817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184986 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -20088170.000000 Penalty: 3942.367920
	Iteration 176Q: 3 clusters Score -2.008817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184994 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20088160.000000 Penalty: 3942.367920
	Iteration 177Q: 3 clusters Score -2.008816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185001 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20088170.000000 Penalty: 3942.367920
	Iteration 178Q: 3 clusters Score -2.008817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185004 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -20088178.000000 Penalty: 3942.367920
	Iteration 179Q: 3 clusters Score -2.008818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185012 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20088178.000000 Penalty: 3942.367920
	Iteration 180F: 3 clusters Score -2.008818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185017 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20088198.000000 Penalty: 3942.367920
	Iteration 181Q: 3 clusters Score -2.00882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185033 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20088194.000000 Penalty: 3942.367920
	Iteration 182Q: 3 clusters Score -2.008819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185040 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20088210.000000 Penalty: 3942.367920
	Iteration 183Q: 3 clusters Score -2.008821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185048 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20088220.000000 Penalty: 3942.367920
	Iteration 184Q: 3 clusters Score -2.008822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185056 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20088220.000000 Penalty: 3942.367920
	Iteration 185Q: 3 clusters Score -2.008822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185059 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20088222.000000 Penalty: 3942.367920
	Iteration 186Q: 3 clusters Score -2.008822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185059 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20088222.000000 Penalty: 3942.367920
	Iteration 187F: 3 clusters Score -2.008822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 44553 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 8 contains 24485 members 
Mstep: Class 10 contains 36534 members 
Mstep: Class 13 contains 123516 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 16 contains 180718 members 
Mstep: Class 17 contains 35538 members 
Mstep: Class 18 contains 8281 members 
Mstep: Class 19 contains 187216 members 
Mstep: Class 20 contains 1356 members 
Mstep: Class 22 contains 12851 members 
Mstep: Class 23 contains 185059 members 
Entering Unmasked Estep 
Score: -93806032.000000 Penalty: 35598.257812
Splitting cluster 23 changes total score from -93804688.000000 to -93806032.000000
So it's getting split into cluster 2.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 44553 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 8 contains 24485 members 
Mstep: Class 10 contains 36534 members 
Mstep: Class 13 contains 123516 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 16 contains 180718 members 
Mstep: Class 17 contains 35538 members 
Mstep: Class 18 contains 8281 members 
Mstep: Class 19 contains 187216 members 
Mstep: Class 20 contains 1356 members 
Mstep: Class 22 contains 12851 members 
Mstep: Class 23 contains 185059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1688.226440 but Gain 2224.890625
Score: -93807176.000000 Penalty: 33373.367188
Iteration 39Q: 16 clusters Score -9.380718e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 6 contains 6674 members 
Mstep: Class 8 contains 24856 members 
Mstep: Class 10 contains 37219 members 
Mstep: Class 13 contains 122470 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 16 contains 180328 members 
Mstep: Class 17 contains 35993 members 
Mstep: Class 18 contains 8380 members 
Mstep: Class 19 contains 186202 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 22 contains 13211 members 
Mstep: Class 23 contains 185019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93810232.000000 Penalty: 33373.367188
Iteration 40F: 16 clusters Score -9.381023e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 44466 members 
Mstep: Class 6 contains 6701 members 
Mstep: Class 8 contains 25499 members 
Mstep: Class 10 contains 37926 members 
Mstep: Class 13 contains 121764 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 16 contains 179437 members 
Mstep: Class 17 contains 36581 members 
Mstep: Class 18 contains 8610 members 
Mstep: Class 19 contains 184928 members 
Mstep: Class 20 contains 1379 members 
Mstep: Class 22 contains 13875 members 
Mstep: Class 23 contains 184228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93812824.000000 Penalty: 33373.367188
Iteration 41Q: 16 clusters Score -9.381282e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 44431 members 
Mstep: Class 6 contains 6707 members 
Mstep: Class 8 contains 26113 members 
Mstep: Class 10 contains 38547 members 
Mstep: Class 13 contains 121250 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 16 contains 178643 members 
Mstep: Class 17 contains 37121 members 
Mstep: Class 18 contains 8835 members 
Mstep: Class 19 contains 183695 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 22 contains 14491 members 
Mstep: Class 23 contains 183524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93814536.000000 Penalty: 33373.367188
Iteration 42Q: 16 clusters Score -9.381454e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 44392 members 
Mstep: Class 6 contains 6700 members 
Mstep: Class 8 contains 26646 members 
Mstep: Class 10 contains 39122 members 
Mstep: Class 13 contains 120808 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 16 contains 177934 members 
Mstep: Class 17 contains 37587 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 182559 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 22 contains 15121 members 
Mstep: Class 23 contains 182858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93815840.000000 Penalty: 33373.367188
Iteration 43Q: 16 clusters Score -9.381584e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 44380 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 8 contains 27147 members 
Mstep: Class 10 contains 39633 members 
Mstep: Class 13 contains 120247 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 16 contains 177257 members 
Mstep: Class 17 contains 38040 members 
Mstep: Class 18 contains 9246 members 
Mstep: Class 19 contains 181557 members 
Mstep: Class 20 contains 1547 members 
Mstep: Class 22 contains 15772 members 
Mstep: Class 23 contains 182189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93817304.000000 Penalty: 33373.367188
Iteration 44Q: 16 clusters Score -9.38173e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 44350 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 8 contains 27578 members 
Mstep: Class 10 contains 40197 members 
Mstep: Class 13 contains 119659 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 16 contains 176623 members 
Mstep: Class 17 contains 38445 members 
Mstep: Class 18 contains 9400 members 
Mstep: Class 19 contains 180640 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 22 contains 16377 members 
Mstep: Class 23 contains 181505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93818984.000000 Penalty: 33373.367188
Iteration 45Q: 16 clusters Score -9.381898e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 3 contains 3512 members 
Mstep: Class 4 contains 44314 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 8 contains 27970 members 
Mstep: Class 10 contains 40732 members 
Mstep: Class 13 contains 119041 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 16 contains 176052 members 
Mstep: Class 17 contains 38799 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 179856 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 22 contains 16952 members 
Mstep: Class 23 contains 180816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93819960.000000 Penalty: 33373.367188
Iteration 46Q: 16 clusters Score -9.381996e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 3 contains 3549 members 
Mstep: Class 4 contains 44272 members 
Mstep: Class 6 contains 6792 members 
Mstep: Class 8 contains 28344 members 
Mstep: Class 10 contains 41278 members 
Mstep: Class 13 contains 118418 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 16 contains 175451 members 
Mstep: Class 17 contains 39088 members 
Mstep: Class 18 contains 9696 members 
Mstep: Class 19 contains 179140 members 
Mstep: Class 20 contains 1734 members 
Mstep: Class 22 contains 17510 members 
Mstep: Class 23 contains 180270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93821312.000000 Penalty: 33373.367188
Iteration 47Q: 16 clusters Score -9.382131e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 44217 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 8 contains 28679 members 
Mstep: Class 10 contains 41857 members 
Mstep: Class 13 contains 117846 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 16 contains 174871 members 
Mstep: Class 17 contains 39341 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 178508 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 22 contains 18070 members 
Mstep: Class 23 contains 179740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93822624.000000 Penalty: 33373.367188
Iteration 48Q: 16 clusters Score -9.382262e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 3 contains 3637 members 
Mstep: Class 4 contains 44156 members 
Mstep: Class 6 contains 6748 members 
Mstep: Class 8 contains 28950 members 
Mstep: Class 10 contains 42402 members 
Mstep: Class 13 contains 117285 members 
Mstep: Class 14 contains 1722 members 
Mstep: Class 16 contains 174400 members 
Mstep: Class 17 contains 39560 members 
Mstep: Class 18 contains 9880 members 
Mstep: Class 19 contains 177947 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 22 contains 18573 members 
Mstep: Class 23 contains 179270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93823488.000000 Penalty: 33373.367188
Iteration 49Q: 16 clusters Score -9.382349e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 3 contains 3686 members 
Mstep: Class 4 contains 44093 members 
Mstep: Class 6 contains 6721 members 
Mstep: Class 8 contains 29160 members 
Mstep: Class 10 contains 42877 members 
Mstep: Class 13 contains 116625 members 
Mstep: Class 14 contains 1689 members 
Mstep: Class 16 contains 174035 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 177485 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 22 contains 19081 members 
Mstep: Class 23 contains 178892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93824456.000000 Penalty: 33373.367188
Iteration 50Q: 16 clusters Score -9.382446e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 3 contains 3730 members 
Mstep: Class 4 contains 44030 members 
Mstep: Class 6 contains 6678 members 
Mstep: Class 8 contains 29354 members 
Mstep: Class 10 contains 43366 members 
Mstep: Class 13 contains 116002 members 
Mstep: Class 14 contains 1661 members 
Mstep: Class 16 contains 173673 members 
Mstep: Class 17 contains 39868 members 
Mstep: Class 18 contains 10015 members 
Mstep: Class 19 contains 177022 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 22 contains 19597 members 
Mstep: Class 23 contains 178567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93825472.000000 Penalty: 33373.367188
Iteration 51Q: 16 clusters Score -9.382547e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 43981 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 8 contains 29543 members 
Mstep: Class 10 contains 43835 members 
Mstep: Class 13 contains 115365 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 16 contains 173296 members 
Mstep: Class 17 contains 40008 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 176555 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 22 contains 20120 members 
Mstep: Class 23 contains 178242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93825672.000000 Penalty: 33373.367188
Iteration 52Q: 16 clusters Score -9.382567e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 43945 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 8 contains 29708 members 
Mstep: Class 10 contains 44246 members 
Mstep: Class 13 contains 114793 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 16 contains 172935 members 
Mstep: Class 17 contains 40130 members 
Mstep: Class 18 contains 10083 members 
Mstep: Class 19 contains 176081 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 22 contains 20640 members 
Mstep: Class 23 contains 177962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93826296.000000 Penalty: 33373.367188
Iteration 53Q: 16 clusters Score -9.38263e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 3 contains 3810 members 
Mstep: Class 4 contains 43893 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 10 contains 44634 members 
Mstep: Class 13 contains 114197 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 16 contains 172617 members 
Mstep: Class 17 contains 40225 members 
Mstep: Class 18 contains 10113 members 
Mstep: Class 19 contains 175641 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 22 contains 21124 members 
Mstep: Class 23 contains 177711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93826992.000000 Penalty: 33373.367188
Iteration 54Q: 16 clusters Score -9.382699e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 6 contains 6551 members 
Mstep: Class 8 contains 29989 members 
Mstep: Class 10 contains 45011 members 
Mstep: Class 13 contains 113578 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 16 contains 172364 members 
Mstep: Class 17 contains 40292 members 
Mstep: Class 18 contains 10113 members 
Mstep: Class 19 contains 175224 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 22 contains 21606 members 
Mstep: Class 23 contains 177529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93827592.000000 Penalty: 33373.367188
Iteration 55Q: 16 clusters Score -9.382759e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 3 contains 3831 members 
Mstep: Class 4 contains 43813 members 
Mstep: Class 6 contains 6492 members 
Mstep: Class 8 contains 30076 members 
Mstep: Class 10 contains 45392 members 
Mstep: Class 13 contains 112993 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 16 contains 172121 members 
Mstep: Class 17 contains 40335 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 174824 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 22 contains 22062 members 
Mstep: Class 23 contains 177352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93827928.000000 Penalty: 33373.367188
Iteration 56Q: 16 clusters Score -9.382793e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 43781 members 
Mstep: Class 6 contains 6440 members 
Mstep: Class 8 contains 30157 members 
Mstep: Class 10 contains 45731 members 
Mstep: Class 13 contains 112414 members 
Mstep: Class 14 contains 1595 members 
Mstep: Class 16 contains 171952 members 
Mstep: Class 17 contains 40345 members 
Mstep: Class 18 contains 10139 members 
Mstep: Class 19 contains 174436 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 22 contains 22527 members 
Mstep: Class 23 contains 177178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93828512.000000 Penalty: 33373.367188
Iteration 57Q: 16 clusters Score -9.382851e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 43739 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 30248 members 
Mstep: Class 10 contains 46060 members 
Mstep: Class 13 contains 111886 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 16 contains 171767 members 
Mstep: Class 17 contains 40362 members 
Mstep: Class 18 contains 10132 members 
Mstep: Class 19 contains 174069 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 22 contains 22984 members 
Mstep: Class 23 contains 176996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93829024.000000 Penalty: 33373.367188
Iteration 58Q: 16 clusters Score -9.382902e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 3 contains 3858 members 
Mstep: Class 4 contains 43715 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 8 contains 30337 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 13 contains 111375 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 16 contains 171563 members 
Mstep: Class 17 contains 40392 members 
Mstep: Class 18 contains 10101 members 
Mstep: Class 19 contains 173678 members 
Mstep: Class 20 contains 2267 members 
Mstep: Class 22 contains 23448 members 
Mstep: Class 23 contains 176782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93829848.000000 Penalty: 33373.367188
Iteration 59Q: 16 clusters Score -9.382985e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 43693 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 8 contains 30415 members 
Mstep: Class 10 contains 46803 members 
Mstep: Class 13 contains 110938 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 16 contains 171299 members 
Mstep: Class 17 contains 40416 members 
Mstep: Class 18 contains 10063 members 
Mstep: Class 19 contains 173309 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 22 contains 23946 members 
Mstep: Class 23 contains 176541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93830560.000000 Penalty: 33373.367188
Iteration 60F: 16 clusters Score -9.383056e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 3 contains 3842 members 
Mstep: Class 4 contains 43656 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 8 contains 30463 members 
Mstep: Class 10 contains 47149 members 
Mstep: Class 13 contains 110472 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 16 contains 171169 members 
Mstep: Class 17 contains 40404 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 172929 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 22 contains 24433 members 
Mstep: Class 23 contains 176307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93830784.000000 Penalty: 33373.367188
Iteration 61Q: 16 clusters Score -9.383078e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 3 contains 3850 members 
Mstep: Class 4 contains 43619 members 
Mstep: Class 6 contains 6245 members 
Mstep: Class 8 contains 30525 members 
Mstep: Class 10 contains 47513 members 
Mstep: Class 13 contains 110072 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 16 contains 171013 members 
Mstep: Class 17 contains 40423 members 
Mstep: Class 18 contains 9927 members 
Mstep: Class 19 contains 172482 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 22 contains 24902 members 
Mstep: Class 23 contains 176073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831096.000000 Penalty: 33373.367188
Iteration 62Q: 16 clusters Score -9.38311e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 43596 members 
Mstep: Class 6 contains 6217 members 
Mstep: Class 8 contains 30563 members 
Mstep: Class 10 contains 47880 members 
Mstep: Class 13 contains 109685 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 16 contains 170879 members 
Mstep: Class 17 contains 40425 members 
Mstep: Class 18 contains 9878 members 
Mstep: Class 19 contains 172020 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 22 contains 25396 members 
Mstep: Class 23 contains 175855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831904.000000 Penalty: 33373.367188
Iteration 63Q: 16 clusters Score -9.38319e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 43579 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 8 contains 30593 members 
Mstep: Class 10 contains 48187 members 
Mstep: Class 13 contains 109356 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 16 contains 170752 members 
Mstep: Class 17 contains 40428 members 
Mstep: Class 18 contains 9806 members 
Mstep: Class 19 contains 171615 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 22 contains 25872 members 
Mstep: Class 23 contains 175675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832264.000000 Penalty: 33373.367188
Iteration 64Q: 16 clusters Score -9.383226e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 43559 members 
Mstep: Class 6 contains 6139 members 
Mstep: Class 8 contains 30613 members 
Mstep: Class 10 contains 48516 members 
Mstep: Class 13 contains 109022 members 
Mstep: Class 14 contains 1617 members 
Mstep: Class 16 contains 170633 members 
Mstep: Class 17 contains 40433 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 19 contains 171276 members 
Mstep: Class 20 contains 2462 members 
Mstep: Class 22 contains 26333 members 
Mstep: Class 23 contains 175475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832800.000000 Penalty: 33373.367188
Iteration 65Q: 16 clusters Score -9.38328e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 3 contains 3859 members 
Mstep: Class 4 contains 43528 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 8 contains 30611 members 
Mstep: Class 10 contains 48839 members 
Mstep: Class 13 contains 108667 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 16 contains 170477 members 
Mstep: Class 17 contains 40436 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 170978 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 22 contains 26772 members 
Mstep: Class 23 contains 175325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833240.000000 Penalty: 33373.367188
Iteration 66Q: 16 clusters Score -9.383324e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 3 contains 3860 members 
Mstep: Class 4 contains 43516 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 8 contains 30611 members 
Mstep: Class 10 contains 49158 members 
Mstep: Class 13 contains 108308 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 16 contains 170347 members 
Mstep: Class 17 contains 40424 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 170631 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 22 contains 27204 members 
Mstep: Class 23 contains 175213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833584.000000 Penalty: 33373.367188
Iteration 67Q: 16 clusters Score -9.383358e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 43500 members 
Mstep: Class 6 contains 6062 members 
Mstep: Class 8 contains 30623 members 
Mstep: Class 10 contains 49496 members 
Mstep: Class 13 contains 107944 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 16 contains 170149 members 
Mstep: Class 17 contains 40407 members 
Mstep: Class 18 contains 9522 members 
Mstep: Class 19 contains 170322 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 22 contains 27643 members 
Mstep: Class 23 contains 175105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833848.000000 Penalty: 33373.367188
Iteration 68Q: 16 clusters Score -9.383385e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 43487 members 
Mstep: Class 6 contains 6022 members 
Mstep: Class 8 contains 30631 members 
Mstep: Class 10 contains 49848 members 
Mstep: Class 13 contains 107600 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 16 contains 169969 members 
Mstep: Class 17 contains 40409 members 
Mstep: Class 18 contains 9450 members 
Mstep: Class 19 contains 170010 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 22 contains 28062 members 
Mstep: Class 23 contains 174979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834040.000000 Penalty: 33373.367188
Iteration 69Q: 16 clusters Score -9.383404e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 3 contains 3873 members 
Mstep: Class 4 contains 43475 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 8 contains 30639 members 
Mstep: Class 10 contains 50215 members 
Mstep: Class 13 contains 107280 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 16 contains 169822 members 
Mstep: Class 17 contains 40390 members 
Mstep: Class 18 contains 9362 members 
Mstep: Class 19 contains 169670 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 22 contains 28511 members 
Mstep: Class 23 contains 174841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834360.000000 Penalty: 33373.367188
Iteration 70Q: 16 clusters Score -9.383436e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 43472 members 
Mstep: Class 6 contains 5950 members 
Mstep: Class 8 contains 30657 members 
Mstep: Class 10 contains 50545 members 
Mstep: Class 13 contains 106978 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 16 contains 169722 members 
Mstep: Class 17 contains 40367 members 
Mstep: Class 18 contains 9266 members 
Mstep: Class 19 contains 169310 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 22 contains 28934 members 
Mstep: Class 23 contains 174670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834808.000000 Penalty: 33373.367188
Iteration 71Q: 16 clusters Score -9.383481e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 3 contains 3873 members 
Mstep: Class 4 contains 43469 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 8 contains 30676 members 
Mstep: Class 10 contains 50880 members 
Mstep: Class 13 contains 106775 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 16 contains 169515 members 
Mstep: Class 17 contains 40377 members 
Mstep: Class 18 contains 9174 members 
Mstep: Class 19 contains 168931 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 22 contains 29383 members 
Mstep: Class 23 contains 174483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93835048.000000 Penalty: 33373.367188
Iteration 72Q: 16 clusters Score -9.383505e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 43465 members 
Mstep: Class 6 contains 5896 members 
Mstep: Class 8 contains 30695 members 
Mstep: Class 10 contains 51210 members 
Mstep: Class 13 contains 106576 members 
Mstep: Class 14 contains 1604 members 
Mstep: Class 16 contains 169337 members 
Mstep: Class 17 contains 40395 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 168547 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 22 contains 29827 members 
Mstep: Class 23 contains 174291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93835312.000000 Penalty: 33373.367188
Iteration 73Q: 16 clusters Score -9.383531e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 43456 members 
Mstep: Class 6 contains 5895 members 
Mstep: Class 8 contains 30716 members 
Mstep: Class 10 contains 51522 members 
Mstep: Class 13 contains 106341 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 16 contains 169129 members 
Mstep: Class 17 contains 40416 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 168224 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 22 contains 30251 members 
Mstep: Class 23 contains 174124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93835832.000000 Penalty: 33373.367188
Iteration 74Q: 16 clusters Score -9.383583e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 8 contains 30718 members 
Mstep: Class 10 contains 51833 members 
Mstep: Class 13 contains 106151 members 
Mstep: Class 14 contains 1600 members 
Mstep: Class 16 contains 168954 members 
Mstep: Class 17 contains 40448 members 
Mstep: Class 18 contains 8931 members 
Mstep: Class 19 contains 167836 members 
Mstep: Class 20 contains 2767 members 
Mstep: Class 22 contains 30658 members 
Mstep: Class 23 contains 173972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93836016.000000 Penalty: 33373.367188
Iteration 75Q: 16 clusters Score -9.383602e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43453 members 
Mstep: Class 6 contains 5839 members 
Mstep: Class 8 contains 30725 members 
Mstep: Class 10 contains 52117 members 
Mstep: Class 13 contains 105958 members 
Mstep: Class 14 contains 1600 members 
Mstep: Class 16 contains 168832 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 8847 members 
Mstep: Class 19 contains 167472 members 
Mstep: Class 20 contains 2795 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 173835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93836424.000000 Penalty: 33373.367188
Iteration 76Q: 16 clusters Score -9.383642e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 43456 members 
Mstep: Class 6 contains 5803 members 
Mstep: Class 8 contains 30745 members 
Mstep: Class 10 contains 52410 members 
Mstep: Class 13 contains 105781 members 
Mstep: Class 14 contains 1601 members 
Mstep: Class 16 contains 168703 members 
Mstep: Class 17 contains 40504 members 
Mstep: Class 18 contains 8744 members 
Mstep: Class 19 contains 167051 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 22 contains 31494 members 
Mstep: Class 23 contains 173723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93836576.000000 Penalty: 33373.367188
Iteration 77Q: 16 clusters Score -9.383658e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 43447 members 
Mstep: Class 6 contains 5771 members 
Mstep: Class 8 contains 30757 members 
Mstep: Class 10 contains 52730 members 
Mstep: Class 13 contains 105622 members 
Mstep: Class 14 contains 1596 members 
Mstep: Class 16 contains 168502 members 
Mstep: Class 17 contains 40543 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 166730 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 31924 members 
Mstep: Class 23 contains 173557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93836712.000000 Penalty: 33373.367188
Iteration 78Q: 16 clusters Score -9.383671e+07 nChanged 2466
Entering ConstructFrom: 
Score: -93836712.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (47069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Entering Unmasked Estep 
Score: -4944405.500000 Penalty: 1748.397583
	Iteration 0F: 2 clusters Score -4944406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -4912913.000000 Penalty: 3496.795166
	Iteration 0F: 3 clusters Score -4912913 nChanged 21973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -4925593.000000 Penalty: 3496.795166
	Iteration 1F: 3 clusters Score -4925593 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -4925976.500000 Penalty: 3496.795166
	Iteration 2Q: 3 clusters Score -4925976 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -4926389.000000 Penalty: 3496.795166
	Iteration 3Q: 3 clusters Score -4926389 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -4926839.000000 Penalty: 3496.795166
	Iteration 4Q: 3 clusters Score -4926839 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4927415.000000 Penalty: 3496.795166
	Iteration 5Q: 3 clusters Score -4927415 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4928243.000000 Penalty: 3496.795166
	Iteration 6Q: 3 clusters Score -4928243 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4929593.500000 Penalty: 3496.795166
	Iteration 7F: 3 clusters Score -4929594 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4931501.500000 Penalty: 3496.795166
	Iteration 8F: 3 clusters Score -4931502 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4933852.000000 Penalty: 3496.795166
	Iteration 9F: 3 clusters Score -4933852 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -4936161.500000 Penalty: 3496.795166
	Iteration 10F: 3 clusters Score -4936162 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -4938079.000000 Penalty: 3496.795166
	Iteration 11F: 3 clusters Score -4938079 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -4939513.000000 Penalty: 3496.795166
	Iteration 12Q: 3 clusters Score -4939513 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -4940634.000000 Penalty: 3496.795166
	Iteration 13Q: 3 clusters Score -4940634 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -4941528.500000 Penalty: 3496.795166
	Iteration 14Q: 3 clusters Score -4941528 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -4942105.500000 Penalty: 3496.795166
	Iteration 15Q: 3 clusters Score -4942106 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -4942403.500000 Penalty: 3496.795166
	Iteration 16Q: 3 clusters Score -4942404 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -4942549.500000 Penalty: 3496.795166
	Iteration 17Q: 3 clusters Score -4942550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -4942647.500000 Penalty: 3496.795166
	Iteration 18Q: 3 clusters Score -4942648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -4942725.500000 Penalty: 3496.795166
	Iteration 19Q: 3 clusters Score -4942726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -4942764.000000 Penalty: 3496.795166
	Iteration 20F: 3 clusters Score -4942764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -4942799.500000 Penalty: 3496.795166
	Iteration 21Q: 3 clusters Score -4942800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -4942810.500000 Penalty: 3496.795166
	Iteration 22Q: 3 clusters Score -4942810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -4942823.500000 Penalty: 3496.795166
	Iteration 23Q: 3 clusters Score -4942824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -4942835.000000 Penalty: 3496.795166
	Iteration 24Q: 3 clusters Score -4942835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -4942850.500000 Penalty: 3496.795166
	Iteration 25Q: 3 clusters Score -4942850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -4942853.500000 Penalty: 3496.795166
	Iteration 26Q: 3 clusters Score -4942854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -4942860.000000 Penalty: 3496.795166
	Iteration 27Q: 3 clusters Score -4942860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -4942860.000000 Penalty: 3496.795166
	Iteration 28F: 3 clusters Score -4942860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -405364.000000 Penalty: 1342.498047
	Iteration 0F: 2 clusters Score -405364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -402082.312500 Penalty: 2684.996094
	Iteration 0F: 3 clusters Score -402082.3 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -403215.312500 Penalty: 2684.996094
	Iteration 1F: 3 clusters Score -403215.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -403496.750000 Penalty: 2684.996094
	Iteration 2F: 3 clusters Score -403496.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -403672.281250 Penalty: 2684.996094
	Iteration 3F: 3 clusters Score -403672.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -403803.531250 Penalty: 2684.996094
	Iteration 4Q: 3 clusters Score -403803.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -403917.937500 Penalty: 2684.996094
	Iteration 5Q: 3 clusters Score -403917.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -404027.656250 Penalty: 2684.996094
	Iteration 6Q: 3 clusters Score -404027.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -404140.281250 Penalty: 2684.996094
	Iteration 7Q: 3 clusters Score -404140.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -404251.343750 Penalty: 2684.996094
	Iteration 8Q: 3 clusters Score -404251.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -404364.031250 Penalty: 2684.996094
	Iteration 9Q: 3 clusters Score -404364 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -404464.406250 Penalty: 2684.996094
	Iteration 10Q: 3 clusters Score -404464.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -404557.875000 Penalty: 2684.996094
	Iteration 11Q: 3 clusters Score -404557.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -404641.312500 Penalty: 2684.996094
	Iteration 12Q: 3 clusters Score -404641.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -404742.156250 Penalty: 2684.996094
	Iteration 13Q: 3 clusters Score -404742.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -404836.531250 Penalty: 2684.996094
	Iteration 14Q: 3 clusters Score -404836.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -404907.468750 Penalty: 2684.996094
	Iteration 15Q: 3 clusters Score -404907.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -404956.156250 Penalty: 2684.996094
	Iteration 16Q: 3 clusters Score -404956.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -404992.687500 Penalty: 2684.996094
	Iteration 17Q: 3 clusters Score -404992.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -405018.718750 Penalty: 2684.996094
	Iteration 18Q: 3 clusters Score -405018.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -405033.718750 Penalty: 2684.996094
	Iteration 19Q: 3 clusters Score -405033.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -405052.281250 Penalty: 2684.996094
	Iteration 20F: 3 clusters Score -405052.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -405065.843750 Penalty: 2684.996094
	Iteration 21Q: 3 clusters Score -405065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -405071.625000 Penalty: 2684.996094
	Iteration 22Q: 3 clusters Score -405071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -405072.750000 Penalty: 2684.996094
	Iteration 23Q: 3 clusters Score -405072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -405074.093750 Penalty: 2684.996094
	Iteration 24Q: 3 clusters Score -405074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -405074.093750 Penalty: 2684.996094
	Iteration 25F: 3 clusters Score -405074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Entering Unmasked Estep 
Score: -4626283.500000 Penalty: 1735.355957
	Iteration 0F: 2 clusters Score -4626284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4597247.000000 Penalty: 3470.711914
	Iteration 0F: 3 clusters Score -4597247 nChanged 20297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4608729.000000 Penalty: 3470.711914
	Iteration 1F: 3 clusters Score -4608729 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -4609351.500000 Penalty: 3470.711914
	Iteration 2Q: 3 clusters Score -4609352 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4610115.000000 Penalty: 3470.711914
	Iteration 3Q: 3 clusters Score -4610115 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -4611237.500000 Penalty: 3470.711914
	Iteration 4Q: 3 clusters Score -4611238 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -4612727.000000 Penalty: 3470.711914
	Iteration 5F: 3 clusters Score -4612727 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -4614629.500000 Penalty: 3470.711914
	Iteration 6F: 3 clusters Score -4614630 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4616844.000000 Penalty: 3470.711914
	Iteration 7F: 3 clusters Score -4616844 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -4619154.500000 Penalty: 3470.711914
	Iteration 8F: 3 clusters Score -4619154 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4621174.500000 Penalty: 3470.711914
	Iteration 9F: 3 clusters Score -4621174 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4622640.000000 Penalty: 3470.711914
	Iteration 10Q: 3 clusters Score -4622640 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4623572.000000 Penalty: 3470.711914
	Iteration 11Q: 3 clusters Score -4623572 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4624087.000000 Penalty: 3470.711914
	Iteration 12Q: 3 clusters Score -4624087 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4624359.500000 Penalty: 3470.711914
	Iteration 13Q: 3 clusters Score -4624360 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4624511.000000 Penalty: 3470.711914
	Iteration 14Q: 3 clusters Score -4624511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4624620.500000 Penalty: 3470.711914
	Iteration 15Q: 3 clusters Score -4624620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4624674.000000 Penalty: 3470.711914
	Iteration 16Q: 3 clusters Score -4624674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4624704.000000 Penalty: 3470.711914
	Iteration 17Q: 3 clusters Score -4624704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4624726.000000 Penalty: 3470.711914
	Iteration 18Q: 3 clusters Score -4624726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4624732.000000 Penalty: 3470.711914
	Iteration 19Q: 3 clusters Score -4624732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4624736.000000 Penalty: 3470.711914
	Iteration 20F: 3 clusters Score -4624736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4624742.500000 Penalty: 3470.711914
	Iteration 21Q: 3 clusters Score -4624742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4624757.000000 Penalty: 3470.711914
	Iteration 22Q: 3 clusters Score -4624757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4624764.500000 Penalty: 3470.711914
	Iteration 23Q: 3 clusters Score -4624764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4624764.500000 Penalty: 3470.711914
	Iteration 24Q: 3 clusters Score -4624764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4624767.500000 Penalty: 3470.711914
	Iteration 25Q: 3 clusters Score -4624768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4624769.000000 Penalty: 3470.711914
	Iteration 26Q: 3 clusters Score -4624769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4624770.500000 Penalty: 3470.711914
	Iteration 27Q: 3 clusters Score -4624770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4624773.000000 Penalty: 3470.711914
	Iteration 28Q: 3 clusters Score -4624773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4624780.000000 Penalty: 3470.711914
	Iteration 29Q: 3 clusters Score -4624780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4624783.500000 Penalty: 3470.711914
	Iteration 30Q: 3 clusters Score -4624784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4624787.000000 Penalty: 3470.711914
	Iteration 31Q: 3 clusters Score -4624787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4624787.500000 Penalty: 3470.711914
	Iteration 32Q: 3 clusters Score -4624788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4624791.500000 Penalty: 3470.711914
	Iteration 33Q: 3 clusters Score -4624792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4624794.500000 Penalty: 3470.711914
	Iteration 34Q: 3 clusters Score -4624794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4624796.500000 Penalty: 3470.711914
	Iteration 35Q: 3 clusters Score -4624796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4624800.000000 Penalty: 3470.711914
	Iteration 36Q: 3 clusters Score -4624800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4624808.000000 Penalty: 3470.711914
	Iteration 37Q: 3 clusters Score -4624808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4624811.000000 Penalty: 3470.711914
	Iteration 38Q: 3 clusters Score -4624811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4624814.500000 Penalty: 3470.711914
	Iteration 39Q: 3 clusters Score -4624814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4624814.000000 Penalty: 3470.711914
	Iteration 40F: 3 clusters Score -4624814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4624819.500000 Penalty: 3470.711914
	Iteration 41Q: 3 clusters Score -4624820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4624821.000000 Penalty: 3470.711914
	Iteration 42Q: 3 clusters Score -4624821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4624824.500000 Penalty: 3470.711914
	Iteration 43Q: 3 clusters Score -4624824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4624824.500000 Penalty: 3470.711914
	Iteration 44Q: 3 clusters Score -4624824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4624826.000000 Penalty: 3470.711914
	Iteration 45Q: 3 clusters Score -4624826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4624830.500000 Penalty: 3470.711914
	Iteration 46Q: 3 clusters Score -4624830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4624830.000000 Penalty: 3470.711914
	Iteration 47Q: 3 clusters Score -4624830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4624830.000000 Penalty: 3470.711914
	Iteration 48F: 3 clusters Score -4624830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Entering Unmasked Estep 
Score: -648495.687500 Penalty: 1406.274170
	Iteration 0F: 2 clusters Score -648495.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -644006.687500 Penalty: 2812.548340
	Iteration 0F: 3 clusters Score -644006.7 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -645225.812500 Penalty: 2812.548340
	Iteration 1F: 3 clusters Score -645225.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -645377.500000 Penalty: 2812.548340
	Iteration 2F: 3 clusters Score -645377.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -645507.125000 Penalty: 2812.548340
	Iteration 3F: 3 clusters Score -645507.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -645605.312500 Penalty: 2812.548340
	Iteration 4Q: 3 clusters Score -645605.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -645674.625000 Penalty: 2812.548340
	Iteration 5Q: 3 clusters Score -645674.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -645736.375000 Penalty: 2812.548340
	Iteration 6Q: 3 clusters Score -645736.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -645803.250000 Penalty: 2812.548340
	Iteration 7Q: 3 clusters Score -645803.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -645874.250000 Penalty: 2812.548340
	Iteration 8Q: 3 clusters Score -645874.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -645950.187500 Penalty: 2812.548340
	Iteration 9Q: 3 clusters Score -645950.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -646031.187500 Penalty: 2812.548340
	Iteration 10Q: 3 clusters Score -646031.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -646121.000000 Penalty: 2812.548340
	Iteration 11Q: 3 clusters Score -646121 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -646212.250000 Penalty: 2812.548340
	Iteration 12Q: 3 clusters Score -646212.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -646319.625000 Penalty: 2812.548340
	Iteration 13Q: 3 clusters Score -646319.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -646441.812500 Penalty: 2812.548340
	Iteration 14Q: 3 clusters Score -646441.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -646594.687500 Penalty: 2812.548340
	Iteration 15Q: 3 clusters Score -646594.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -646755.562500 Penalty: 2812.548340
	Iteration 16Q: 3 clusters Score -646755.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -646880.187500 Penalty: 2812.548340
	Iteration 17Q: 3 clusters Score -646880.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -646969.625000 Penalty: 2812.548340
	Iteration 18Q: 3 clusters Score -646969.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -647047.625000 Penalty: 2812.548340
	Iteration 19Q: 3 clusters Score -647047.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -647112.125000 Penalty: 2812.548340
	Iteration 20F: 3 clusters Score -647112.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -647153.937500 Penalty: 2812.548340
	Iteration 21Q: 3 clusters Score -647153.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -647179.812500 Penalty: 2812.548340
	Iteration 22Q: 3 clusters Score -647179.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -647203.250000 Penalty: 2812.548340
	Iteration 23Q: 3 clusters Score -647203.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -647233.500000 Penalty: 2812.548340
	Iteration 24Q: 3 clusters Score -647233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -647253.000000 Penalty: 2812.548340
	Iteration 25Q: 3 clusters Score -647253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -647275.187500 Penalty: 2812.548340
	Iteration 26Q: 3 clusters Score -647275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -647286.562500 Penalty: 2812.548340
	Iteration 27Q: 3 clusters Score -647286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -647289.250000 Penalty: 2812.548340
	Iteration 28Q: 3 clusters Score -647289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -647296.437500 Penalty: 2812.548340
	Iteration 29Q: 3 clusters Score -647296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -647300.000000 Penalty: 2812.548340
	Iteration 30Q: 3 clusters Score -647300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -647300.750000 Penalty: 2812.548340
	Iteration 31Q: 3 clusters Score -647300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -647300.750000 Penalty: 2812.548340
	Iteration 32F: 3 clusters Score -647300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Entering Unmasked Estep 
Score: -3381244.250000 Penalty: 1679.312500
	Iteration 0F: 2 clusters Score -3381244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3360572.750000 Penalty: 3358.625000
	Iteration 0F: 3 clusters Score -3360573 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3368519.500000 Penalty: 3358.625000
	Iteration 1F: 3 clusters Score -3368520 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3368928.500000 Penalty: 3358.625000
	Iteration 2Q: 3 clusters Score -3368928 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3369362.500000 Penalty: 3358.625000
	Iteration 3Q: 3 clusters Score -3369362 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3369898.750000 Penalty: 3358.625000
	Iteration 4Q: 3 clusters Score -3369899 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3370609.750000 Penalty: 3358.625000
	Iteration 5Q: 3 clusters Score -3370610 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3371521.750000 Penalty: 3358.625000
	Iteration 6Q: 3 clusters Score -3371522 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3372625.500000 Penalty: 3358.625000
	Iteration 7F: 3 clusters Score -3372626 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3373943.250000 Penalty: 3358.625000
	Iteration 8F: 3 clusters Score -3373943 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3375083.750000 Penalty: 3358.625000
	Iteration 9F: 3 clusters Score -3375084 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3375769.500000 Penalty: 3358.625000
	Iteration 10Q: 3 clusters Score -3375770 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3376120.500000 Penalty: 3358.625000
	Iteration 11Q: 3 clusters Score -3376120 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3376355.250000 Penalty: 3358.625000
	Iteration 12Q: 3 clusters Score -3376355 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3376563.500000 Penalty: 3358.625000
	Iteration 13Q: 3 clusters Score -3376564 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3376768.500000 Penalty: 3358.625000
	Iteration 14Q: 3 clusters Score -3376768 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3376941.750000 Penalty: 3358.625000
	Iteration 15Q: 3 clusters Score -3376942 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3377128.250000 Penalty: 3358.625000
	Iteration 16Q: 3 clusters Score -3377128 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -3377328.500000 Penalty: 3358.625000
	Iteration 17Q: 3 clusters Score -3377328 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3377526.000000 Penalty: 3358.625000
	Iteration 18Q: 3 clusters Score -3377526 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3377709.000000 Penalty: 3358.625000
	Iteration 19Q: 3 clusters Score -3377709 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -3377876.500000 Penalty: 3358.625000
	Iteration 20F: 3 clusters Score -3377876 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3378041.000000 Penalty: 3358.625000
	Iteration 21Q: 3 clusters Score -3378041 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3378201.750000 Penalty: 3358.625000
	Iteration 22Q: 3 clusters Score -3378202 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3378343.000000 Penalty: 3358.625000
	Iteration 23Q: 3 clusters Score -3378343 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3378461.500000 Penalty: 3358.625000
	Iteration 24Q: 3 clusters Score -3378462 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3378584.250000 Penalty: 3358.625000
	Iteration 25Q: 3 clusters Score -3378584 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3378709.500000 Penalty: 3358.625000
	Iteration 26Q: 3 clusters Score -3378710 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3378824.500000 Penalty: 3358.625000
	Iteration 27Q: 3 clusters Score -3378824 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3378917.750000 Penalty: 3358.625000
	Iteration 28Q: 3 clusters Score -3378918 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3379018.750000 Penalty: 3358.625000
	Iteration 29Q: 3 clusters Score -3379019 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3379097.750000 Penalty: 3358.625000
	Iteration 30Q: 3 clusters Score -3379098 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3379179.750000 Penalty: 3358.625000
	Iteration 31Q: 3 clusters Score -3379180 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3379244.750000 Penalty: 3358.625000
	Iteration 32Q: 3 clusters Score -3379245 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3379298.000000 Penalty: 3358.625000
	Iteration 33Q: 3 clusters Score -3379298 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3379340.250000 Penalty: 3358.625000
	Iteration 34Q: 3 clusters Score -3379340 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3379386.250000 Penalty: 3358.625000
	Iteration 35Q: 3 clusters Score -3379386 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3379423.750000 Penalty: 3358.625000
	Iteration 36Q: 3 clusters Score -3379424 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3379455.250000 Penalty: 3358.625000
	Iteration 37Q: 3 clusters Score -3379455 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3379494.750000 Penalty: 3358.625000
	Iteration 38Q: 3 clusters Score -3379495 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3379535.000000 Penalty: 3358.625000
	Iteration 39Q: 3 clusters Score -3379535 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -3379565.250000 Penalty: 3358.625000
	Iteration 40F: 3 clusters Score -3379565 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3379601.000000 Penalty: 3358.625000
	Iteration 41Q: 3 clusters Score -3379601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3379621.500000 Penalty: 3358.625000
	Iteration 42Q: 3 clusters Score -3379622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3379659.750000 Penalty: 3358.625000
	Iteration 43Q: 3 clusters Score -3379660 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -3379693.500000 Penalty: 3358.625000
	Iteration 44Q: 3 clusters Score -3379694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -3379720.750000 Penalty: 3358.625000
	Iteration 45Q: 3 clusters Score -3379721 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3379751.000000 Penalty: 3358.625000
	Iteration 46Q: 3 clusters Score -3379751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3379773.250000 Penalty: 3358.625000
	Iteration 47Q: 3 clusters Score -3379773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3379794.250000 Penalty: 3358.625000
	Iteration 48Q: 3 clusters Score -3379794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -3379819.250000 Penalty: 3358.625000
	Iteration 49Q: 3 clusters Score -3379819 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3379838.250000 Penalty: 3358.625000
	Iteration 50Q: 3 clusters Score -3379838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3379855.500000 Penalty: 3358.625000
	Iteration 51Q: 3 clusters Score -3379856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3379864.500000 Penalty: 3358.625000
	Iteration 52Q: 3 clusters Score -3379864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3379872.250000 Penalty: 3358.625000
	Iteration 53Q: 3 clusters Score -3379872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3379884.750000 Penalty: 3358.625000
	Iteration 54Q: 3 clusters Score -3379885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3379887.000000 Penalty: 3358.625000
	Iteration 55Q: 3 clusters Score -3379887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3379894.500000 Penalty: 3358.625000
	Iteration 56Q: 3 clusters Score -3379894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3379904.250000 Penalty: 3358.625000
	Iteration 57Q: 3 clusters Score -3379904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3379908.250000 Penalty: 3358.625000
	Iteration 58Q: 3 clusters Score -3379908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3379915.250000 Penalty: 3358.625000
	Iteration 59Q: 3 clusters Score -3379915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3379919.000000 Penalty: 3358.625000
	Iteration 60F: 3 clusters Score -3379919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3379925.000000 Penalty: 3358.625000
	Iteration 61Q: 3 clusters Score -3379925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3379925.500000 Penalty: 3358.625000
	Iteration 62Q: 3 clusters Score -3379926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -3379922.250000 Penalty: 3358.625000
	Iteration 63Q: 3 clusters Score -3379922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3379926.750000 Penalty: 3358.625000
	Iteration 64Q: 3 clusters Score -3379927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3379931.000000 Penalty: 3358.625000
	Iteration 65Q: 3 clusters Score -3379931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3379932.250000 Penalty: 3358.625000
	Iteration 66Q: 3 clusters Score -3379932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3379934.250000 Penalty: 3358.625000
	Iteration 67Q: 3 clusters Score -3379934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3379934.000000 Penalty: 3358.625000
	Iteration 68Q: 3 clusters Score -3379934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3379941.750000 Penalty: 3358.625000
	Iteration 69Q: 3 clusters Score -3379942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3379953.000000 Penalty: 3358.625000
	Iteration 70Q: 3 clusters Score -3379953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3379960.250000 Penalty: 3358.625000
	Iteration 71Q: 3 clusters Score -3379960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3379969.750000 Penalty: 3358.625000
	Iteration 72Q: 3 clusters Score -3379970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3379968.500000 Penalty: 3358.625000
	Iteration 73Q: 3 clusters Score -3379968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3379974.500000 Penalty: 3358.625000
	Iteration 74Q: 3 clusters Score -3379974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -3379975.250000 Penalty: 3358.625000
	Iteration 75Q: 3 clusters Score -3379975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3379973.750000 Penalty: 3358.625000
	Iteration 76Q: 3 clusters Score -3379974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3379974.750000 Penalty: 3358.625000
	Iteration 77Q: 3 clusters Score -3379975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3379982.250000 Penalty: 3358.625000
	Iteration 78Q: 3 clusters Score -3379982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3379981.250000 Penalty: 3358.625000
	Iteration 79Q: 3 clusters Score -3379981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3379984.000000 Penalty: 3358.625000
	Iteration 80F: 3 clusters Score -3379984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3379996.000000 Penalty: 3358.625000
	Iteration 81Q: 3 clusters Score -3379996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3379998.000000 Penalty: 3358.625000
	Iteration 82Q: 3 clusters Score -3379998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3379997.750000 Penalty: 3358.625000
	Iteration 83Q: 3 clusters Score -3379998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3379999.250000 Penalty: 3358.625000
	Iteration 84Q: 3 clusters Score -3379999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3379996.000000 Penalty: 3358.625000
	Iteration 85Q: 3 clusters Score -3379996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3379996.000000 Penalty: 3358.625000
	Iteration 86F: 3 clusters Score -3379996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Entering Unmasked Estep 
Score: -5809053.000000 Penalty: 1767.768433
	Iteration 0F: 2 clusters Score -5809053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5773406.500000 Penalty: 3535.536865
	Iteration 0F: 3 clusters Score -5773406 nChanged 24780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -5788023.000000 Penalty: 3535.536865
	Iteration 1F: 3 clusters Score -5788023 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -5788932.500000 Penalty: 3535.536865
	Iteration 2Q: 3 clusters Score -5788932 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5790367.000000 Penalty: 3535.536865
	Iteration 3F: 3 clusters Score -5790367 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -5792903.000000 Penalty: 3535.536865
	Iteration 4F: 3 clusters Score -5792903 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -5796607.000000 Penalty: 3535.536865
	Iteration 5F: 3 clusters Score -5796607 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -5801011.500000 Penalty: 3535.536865
	Iteration 6F: 3 clusters Score -5801012 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5804347.500000 Penalty: 3535.536865
	Iteration 7F: 3 clusters Score -5804348 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5806165.500000 Penalty: 3535.536865
	Iteration 8Q: 3 clusters Score -5806166 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5806882.500000 Penalty: 3535.536865
	Iteration 9Q: 3 clusters Score -5806882 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5807185.500000 Penalty: 3535.536865
	Iteration 10Q: 3 clusters Score -5807186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5807306.000000 Penalty: 3535.536865
	Iteration 11Q: 3 clusters Score -5807306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5807368.500000 Penalty: 3535.536865
	Iteration 12Q: 3 clusters Score -5807368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5807418.500000 Penalty: 3535.536865
	Iteration 13Q: 3 clusters Score -5807418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5807445.500000 Penalty: 3535.536865
	Iteration 14Q: 3 clusters Score -5807446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5807475.500000 Penalty: 3535.536865
	Iteration 15Q: 3 clusters Score -5807476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5807496.500000 Penalty: 3535.536865
	Iteration 16Q: 3 clusters Score -5807496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5807501.500000 Penalty: 3535.536865
	Iteration 17Q: 3 clusters Score -5807502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5807506.500000 Penalty: 3535.536865
	Iteration 18Q: 3 clusters Score -5807506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5807510.500000 Penalty: 3535.536865
	Iteration 19Q: 3 clusters Score -5807510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5807521.500000 Penalty: 3535.536865
	Iteration 20F: 3 clusters Score -5807522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5807519.500000 Penalty: 3535.536865
	Iteration 21Q: 3 clusters Score -5807520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5807524.500000 Penalty: 3535.536865
	Iteration 22Q: 3 clusters Score -5807524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5807524.500000 Penalty: 3535.536865
	Iteration 23F: 3 clusters Score -5807524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (105456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105456 members 
Entering Unmasked Estep 
Score: -11448090.000000 Penalty: 1879.482910
	Iteration 0F: 2 clusters Score -1.144809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -11377537.000000 Penalty: 3758.965820
	Iteration 0F: 3 clusters Score -1.137754e+07 nChanged 50567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -11406598.000000 Penalty: 3758.965820
	Iteration 1F: 3 clusters Score -1.14066e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -11407119.000000 Penalty: 3758.965820
	Iteration 2Q: 3 clusters Score -1.140712e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -11407840.000000 Penalty: 3758.965820
	Iteration 3Q: 3 clusters Score -1.140784e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -11408669.000000 Penalty: 3758.965820
	Iteration 4Q: 3 clusters Score -1.140867e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -11410168.000000 Penalty: 3758.965820
	Iteration 5Q: 3 clusters Score -1.141017e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -11412710.000000 Penalty: 3758.965820
	Iteration 6Q: 3 clusters Score -1.141271e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -11416614.000000 Penalty: 3758.965820
	Iteration 7F: 3 clusters Score -1.141661e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -11422687.000000 Penalty: 3758.965820
	Iteration 8F: 3 clusters Score -1.142269e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -11430016.000000 Penalty: 3758.965820
	Iteration 9F: 3 clusters Score -1.143002e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -11436649.000000 Penalty: 3758.965820
	Iteration 10F: 3 clusters Score -1.143665e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -11441544.000000 Penalty: 3758.965820
	Iteration 11F: 3 clusters Score -1.144154e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -11444437.000000 Penalty: 3758.965820
	Iteration 12Q: 3 clusters Score -1.144444e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11445693.000000 Penalty: 3758.965820
	Iteration 13Q: 3 clusters Score -1.144569e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11446135.000000 Penalty: 3758.965820
	Iteration 14Q: 3 clusters Score -1.144614e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11446295.000000 Penalty: 3758.965820
	Iteration 15Q: 3 clusters Score -1.14463e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11446359.000000 Penalty: 3758.965820
	Iteration 16Q: 3 clusters Score -1.144636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11446394.000000 Penalty: 3758.965820
	Iteration 17Q: 3 clusters Score -1.144639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11446425.000000 Penalty: 3758.965820
	Iteration 18Q: 3 clusters Score -1.144642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11446427.000000 Penalty: 3758.965820
	Iteration 19Q: 3 clusters Score -1.144643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11446439.000000 Penalty: 3758.965820
	Iteration 20F: 3 clusters Score -1.144644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11446440.000000 Penalty: 3758.965820
	Iteration 21Q: 3 clusters Score -1.144644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11446439.000000 Penalty: 3758.965820
	Iteration 22Q: 3 clusters Score -1.144644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105273 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11446441.000000 Penalty: 3758.965820
	Iteration 23Q: 3 clusters Score -1.144644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11446446.000000 Penalty: 3758.965820
	Iteration 24Q: 3 clusters Score -1.144645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11446454.000000 Penalty: 3758.965820
	Iteration 25Q: 3 clusters Score -1.144645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11446454.000000 Penalty: 3758.965820
	Iteration 26Q: 3 clusters Score -1.144645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11446456.000000 Penalty: 3758.965820
	Iteration 27Q: 3 clusters Score -1.144646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11446456.000000 Penalty: 3758.965820
	Iteration 28F: 3 clusters Score -1.144646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -154353.234375 Penalty: 1198.479004
	Iteration 0F: 2 clusters Score -154353.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -152584.640625 Penalty: 2396.958008
	Iteration 0F: 3 clusters Score -152584.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -153053.890625 Penalty: 2396.958008
	Iteration 1F: 3 clusters Score -153053.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -153451.671875 Penalty: 2396.958008
	Iteration 2F: 3 clusters Score -153451.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -154010.203125 Penalty: 2396.958008
	Iteration 3F: 3 clusters Score -154010.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -154528.156250 Penalty: 2396.958008
	Iteration 4F: 3 clusters Score -154528.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -154747.484375 Penalty: 2396.958008
	Iteration 5F: 3 clusters Score -154747.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -154820.937500 Penalty: 2396.958008
	Iteration 6Q: 3 clusters Score -154820.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -154833.781250 Penalty: 2396.958008
	Iteration 7Q: 3 clusters Score -154833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -154837.921875 Penalty: 2396.958008
	Iteration 8Q: 3 clusters Score -154837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -154841.062500 Penalty: 2396.958008
	Iteration 9Q: 3 clusters Score -154841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -154841.140625 Penalty: 2396.958008
	Iteration 10Q: 3 clusters Score -154841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -154841.765625 Penalty: 2396.958008
	Iteration 11Q: 3 clusters Score -154841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -154841.765625 Penalty: 2396.958008
	Iteration 12F: 3 clusters Score -154841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 43439 members 
Mstep: Class 6 contains 5733 members 
Mstep: Class 8 contains 30768 members 
Mstep: Class 10 contains 53028 members 
Mstep: Class 13 contains 105456 members 
Mstep: Class 14 contains 370 members 
Mstep: Class 16 contains 168327 members 
Mstep: Class 17 contains 40569 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 166443 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 22 contains 32320 members 
Mstep: Class 23 contains 173416 members 
Entering Unmasked Estep 
Score: -93836208.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93836712.000000 to -93836208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (168327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168327 members 
Entering Unmasked Estep 
Score: -18247744.000000 Penalty: 1955.470337
	Iteration 0F: 2 clusters Score -1.824774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -18136040.000000 Penalty: 3910.940674
	Iteration 0F: 3 clusters Score -1.813604e+07 nChanged 81251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -18184188.000000 Penalty: 3910.940674
	Iteration 1F: 3 clusters Score -1.818419e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -18186364.000000 Penalty: 3910.940674
	Iteration 2Q: 3 clusters Score -1.818636e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -18189674.000000 Penalty: 3910.940674
	Iteration 3Q: 3 clusters Score -1.818967e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -18194268.000000 Penalty: 3910.940674
	Iteration 4F: 3 clusters Score -1.819427e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84061 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -18201050.000000 Penalty: 3910.940674
	Iteration 5F: 3 clusters Score -1.820105e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -18209648.000000 Penalty: 3910.940674
	Iteration 6F: 3 clusters Score -1.820965e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 80067 members 
Entering Unmasked Estep 
Score: -18218812.000000 Penalty: 3910.940674
	Iteration 7F: 3 clusters Score -1.821881e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -18224572.000000 Penalty: 3910.940674
	Iteration 8F: 3 clusters Score -1.822457e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -18226680.000000 Penalty: 3910.940674
	Iteration 9Q: 3 clusters Score -1.822668e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -18227674.000000 Penalty: 3910.940674
	Iteration 10Q: 3 clusters Score -1.822767e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96049 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -18228324.000000 Penalty: 3910.940674
	Iteration 11Q: 3 clusters Score -1.822832e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -18228980.000000 Penalty: 3910.940674
	Iteration 12Q: 3 clusters Score -1.822898e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -18229610.000000 Penalty: 3910.940674
	Iteration 13Q: 3 clusters Score -1.822961e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -18230154.000000 Penalty: 3910.940674
	Iteration 14Q: 3 clusters Score -1.823015e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102245 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -18230648.000000 Penalty: 3910.940674
	Iteration 15Q: 3 clusters Score -1.823065e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -18231082.000000 Penalty: 3910.940674
	Iteration 16Q: 3 clusters Score -1.823108e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -18231538.000000 Penalty: 3910.940674
	Iteration 17Q: 3 clusters Score -1.823154e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106654 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -18231822.000000 Penalty: 3910.940674
	Iteration 18Q: 3 clusters Score -1.823182e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -18232092.000000 Penalty: 3910.940674
	Iteration 19Q: 3 clusters Score -1.823209e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -18232488.000000 Penalty: 3910.940674
	Iteration 20F: 3 clusters Score -1.823249e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -18232734.000000 Penalty: 3910.940674
	Iteration 21Q: 3 clusters Score -1.823273e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -18232960.000000 Penalty: 3910.940674
	Iteration 22Q: 3 clusters Score -1.823296e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -18233176.000000 Penalty: 3910.940674
	Iteration 23Q: 3 clusters Score -1.823318e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114622 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -18233378.000000 Penalty: 3910.940674
	Iteration 24Q: 3 clusters Score -1.823338e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -18233682.000000 Penalty: 3910.940674
	Iteration 25Q: 3 clusters Score -1.823368e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -18233858.000000 Penalty: 3910.940674
	Iteration 26Q: 3 clusters Score -1.823386e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118540 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -18234054.000000 Penalty: 3910.940674
	Iteration 27Q: 3 clusters Score -1.823405e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119742 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -18234326.000000 Penalty: 3910.940674
	Iteration 28Q: 3 clusters Score -1.823433e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -18234610.000000 Penalty: 3910.940674
	Iteration 29Q: 3 clusters Score -1.823461e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122219 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -18234854.000000 Penalty: 3910.940674
	Iteration 30Q: 3 clusters Score -1.823485e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123551 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -18235168.000000 Penalty: 3910.940674
	Iteration 31Q: 3 clusters Score -1.823517e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124888 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -18235356.000000 Penalty: 3910.940674
	Iteration 32Q: 3 clusters Score -1.823536e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126292 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -18235600.000000 Penalty: 3910.940674
	Iteration 33Q: 3 clusters Score -1.82356e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127634 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -18235846.000000 Penalty: 3910.940674
	Iteration 34Q: 3 clusters Score -1.823585e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -18236236.000000 Penalty: 3910.940674
	Iteration 35Q: 3 clusters Score -1.823624e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130403 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -18236528.000000 Penalty: 3910.940674
	Iteration 36Q: 3 clusters Score -1.823653e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -18236866.000000 Penalty: 3910.940674
	Iteration 37Q: 3 clusters Score -1.823687e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133143 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -18237164.000000 Penalty: 3910.940674
	Iteration 38Q: 3 clusters Score -1.823716e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134562 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -18237514.000000 Penalty: 3910.940674
	Iteration 39Q: 3 clusters Score -1.823751e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -18237744.000000 Penalty: 3910.940674
	Iteration 40F: 3 clusters Score -1.823774e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137507 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -18238086.000000 Penalty: 3910.940674
	Iteration 41Q: 3 clusters Score -1.823809e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138988 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -18238514.000000 Penalty: 3910.940674
	Iteration 42Q: 3 clusters Score -1.823851e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140497 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -18238888.000000 Penalty: 3910.940674
	Iteration 43Q: 3 clusters Score -1.823889e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -18239340.000000 Penalty: 3910.940674
	Iteration 44Q: 3 clusters Score -1.823934e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143456 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -18239714.000000 Penalty: 3910.940674
	Iteration 45Q: 3 clusters Score -1.823971e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144904 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -18240160.000000 Penalty: 3910.940674
	Iteration 46Q: 3 clusters Score -1.824016e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146348 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -18240582.000000 Penalty: 3910.940674
	Iteration 47Q: 3 clusters Score -1.824058e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147778 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -18241032.000000 Penalty: 3910.940674
	Iteration 48Q: 3 clusters Score -1.824103e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149176 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -18241570.000000 Penalty: 3910.940674
	Iteration 49Q: 3 clusters Score -1.824157e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150537 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -18242014.000000 Penalty: 3910.940674
	Iteration 50Q: 3 clusters Score -1.824201e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151812 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -18242372.000000 Penalty: 3910.940674
	Iteration 51Q: 3 clusters Score -1.824237e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153031 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -18242642.000000 Penalty: 3910.940674
	Iteration 52Q: 3 clusters Score -1.824264e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -18242980.000000 Penalty: 3910.940674
	Iteration 53Q: 3 clusters Score -1.824298e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155277 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -18243270.000000 Penalty: 3910.940674
	Iteration 54Q: 3 clusters Score -1.824327e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -18243534.000000 Penalty: 3910.940674
	Iteration 55Q: 3 clusters Score -1.824353e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157257 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -18243788.000000 Penalty: 3910.940674
	Iteration 56Q: 3 clusters Score -1.824379e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -18244040.000000 Penalty: 3910.940674
	Iteration 57Q: 3 clusters Score -1.824404e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158931 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -18244288.000000 Penalty: 3910.940674
	Iteration 58Q: 3 clusters Score -1.824429e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -18244540.000000 Penalty: 3910.940674
	Iteration 59Q: 3 clusters Score -1.824454e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160343 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -18244728.000000 Penalty: 3910.940674
	Iteration 60F: 3 clusters Score -1.824473e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -18244950.000000 Penalty: 3910.940674
	Iteration 61Q: 3 clusters Score -1.824495e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161599 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -18245160.000000 Penalty: 3910.940674
	Iteration 62Q: 3 clusters Score -1.824516e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162167 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -18245384.000000 Penalty: 3910.940674
	Iteration 63Q: 3 clusters Score -1.824538e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162654 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -18245482.000000 Penalty: 3910.940674
	Iteration 64Q: 3 clusters Score -1.824548e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163084 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -18245604.000000 Penalty: 3910.940674
	Iteration 65Q: 3 clusters Score -1.82456e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -18245726.000000 Penalty: 3910.940674
	Iteration 66Q: 3 clusters Score -1.824573e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163737 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -18245776.000000 Penalty: 3910.940674
	Iteration 67Q: 3 clusters Score -1.824578e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163990 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -18245864.000000 Penalty: 3910.940674
	Iteration 68Q: 3 clusters Score -1.824586e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164243 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -18245916.000000 Penalty: 3910.940674
	Iteration 69Q: 3 clusters Score -1.824592e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164475 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -18245916.000000 Penalty: 3910.940674
	Iteration 70Q: 3 clusters Score -1.824592e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -18245982.000000 Penalty: 3910.940674
	Iteration 71Q: 3 clusters Score -1.824598e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164861 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -18246036.000000 Penalty: 3910.940674
	Iteration 72Q: 3 clusters Score -1.824604e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165036 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -18246054.000000 Penalty: 3910.940674
	Iteration 73Q: 3 clusters Score -1.824605e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165213 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -18246088.000000 Penalty: 3910.940674
	Iteration 74Q: 3 clusters Score -1.824609e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -18246132.000000 Penalty: 3910.940674
	Iteration 75Q: 3 clusters Score -1.824613e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165476 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -18246208.000000 Penalty: 3910.940674
	Iteration 76Q: 3 clusters Score -1.824621e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -18246236.000000 Penalty: 3910.940674
	Iteration 77Q: 3 clusters Score -1.824624e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -18246270.000000 Penalty: 3910.940674
	Iteration 78Q: 3 clusters Score -1.824627e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -18246290.000000 Penalty: 3910.940674
	Iteration 79Q: 3 clusters Score -1.824629e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -18246326.000000 Penalty: 3910.940674
	Iteration 80F: 3 clusters Score -1.824633e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165917 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -18246388.000000 Penalty: 3910.940674
	Iteration 81Q: 3 clusters Score -1.824639e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165992 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -18246404.000000 Penalty: 3910.940674
	Iteration 82Q: 3 clusters Score -1.82464e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166067 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -18246428.000000 Penalty: 3910.940674
	Iteration 83Q: 3 clusters Score -1.824643e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18246454.000000 Penalty: 3910.940674
	Iteration 84Q: 3 clusters Score -1.824645e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166176 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -18246434.000000 Penalty: 3910.940674
	Iteration 85Q: 3 clusters Score -1.824643e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166214 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -18246454.000000 Penalty: 3910.940674
	Iteration 86Q: 3 clusters Score -1.824645e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -18246456.000000 Penalty: 3910.940674
	Iteration 87Q: 3 clusters Score -1.824646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166268 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -18246454.000000 Penalty: 3910.940674
	Iteration 88Q: 3 clusters Score -1.824645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166291 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -18246470.000000 Penalty: 3910.940674
	Iteration 89Q: 3 clusters Score -1.824647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166309 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -18246470.000000 Penalty: 3910.940674
	Iteration 90Q: 3 clusters Score -1.824647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -18246468.000000 Penalty: 3910.940674
	Iteration 91Q: 3 clusters Score -1.824647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166333 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -18246464.000000 Penalty: 3910.940674
	Iteration 92Q: 3 clusters Score -1.824646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -18246444.000000 Penalty: 3910.940674
	Iteration 93Q: 3 clusters Score -1.824644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166360 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -18246460.000000 Penalty: 3910.940674
	Iteration 94Q: 3 clusters Score -1.824646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -18246456.000000 Penalty: 3910.940674
	Iteration 95Q: 3 clusters Score -1.824646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -18246460.000000 Penalty: 3910.940674
	Iteration 96Q: 3 clusters Score -1.824646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166372 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -18246462.000000 Penalty: 3910.940674
	Iteration 97Q: 3 clusters Score -1.824646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166375 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -18246464.000000 Penalty: 3910.940674
	Iteration 98Q: 3 clusters Score -1.824646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166376 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -18246466.000000 Penalty: 3910.940674
	Iteration 99Q: 3 clusters Score -1.824647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166377 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -18246462.000000 Penalty: 3910.940674
	Iteration 100F: 3 clusters Score -1.824646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -18246456.000000 Penalty: 3910.940674
	Iteration 101Q: 3 clusters Score -1.824646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -18246458.000000 Penalty: 3910.940674
	Iteration 102Q: 3 clusters Score -1.824646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -18246456.000000 Penalty: 3910.940674
	Iteration 103Q: 3 clusters Score -1.824646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -18246456.000000 Penalty: 3910.940674
	Iteration 104Q: 3 clusters Score -1.824646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -18246466.000000 Penalty: 3910.940674
	Iteration 105Q: 3 clusters Score -1.824647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166396 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -18246464.000000 Penalty: 3910.940674
	Iteration 106Q: 3 clusters Score -1.824646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166400 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -18246464.000000 Penalty: 3910.940674
	Iteration 107Q: 3 clusters Score -1.824646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166401 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -18246468.000000 Penalty: 3910.940674
	Iteration 108Q: 3 clusters Score -1.824647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166404 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -18246456.000000 Penalty: 3910.940674
	Iteration 109Q: 3 clusters Score -1.824646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166405 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -18246452.000000 Penalty: 3910.940674
	Iteration 110Q: 3 clusters Score -1.824645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166407 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18246444.000000 Penalty: 3910.940674
	Iteration 111Q: 3 clusters Score -1.824644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166409 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -18246446.000000 Penalty: 3910.940674
	Iteration 112Q: 3 clusters Score -1.824645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166411 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -18246456.000000 Penalty: 3910.940674
	Iteration 113Q: 3 clusters Score -1.824646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166412 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -18246448.000000 Penalty: 3910.940674
	Iteration 114Q: 3 clusters Score -1.824645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166414 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -18246450.000000 Penalty: 3910.940674
	Iteration 115Q: 3 clusters Score -1.824645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166416 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -18246462.000000 Penalty: 3910.940674
	Iteration 116Q: 3 clusters Score -1.824646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166417 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -18246458.000000 Penalty: 3910.940674
	Iteration 117Q: 3 clusters Score -1.824646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166418 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -18246454.000000 Penalty: 3910.940674
	Iteration 118Q: 3 clusters Score -1.824645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166418 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -18246454.000000 Penalty: 3910.940674
	Iteration 119F: 3 clusters Score -1.824645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Entering Unmasked Estep 
Score: -4460604.000000 Penalty: 1724.248413
	Iteration 0F: 2 clusters Score -4460604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4433353.500000 Penalty: 3448.496826
	Iteration 0F: 3 clusters Score -4433354 nChanged 18975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -4443981.500000 Penalty: 3448.496826
	Iteration 1F: 3 clusters Score -4443982 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4444589.500000 Penalty: 3448.496826
	Iteration 2Q: 3 clusters Score -4444590 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4445351.000000 Penalty: 3448.496826
	Iteration 3Q: 3 clusters Score -4445351 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4446446.500000 Penalty: 3448.496826
	Iteration 4Q: 3 clusters Score -4446446 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4447905.500000 Penalty: 3448.496826
	Iteration 5F: 3 clusters Score -4447906 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4449842.500000 Penalty: 3448.496826
	Iteration 6F: 3 clusters Score -4449842 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4451889.000000 Penalty: 3448.496826
	Iteration 7F: 3 clusters Score -4451889 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4453631.000000 Penalty: 3448.496826
	Iteration 8F: 3 clusters Score -4453631 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -4454445.000000 Penalty: 3448.496826
	Iteration 9Q: 3 clusters Score -4454445 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4454796.500000 Penalty: 3448.496826
	Iteration 10Q: 3 clusters Score -4454796 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -4454998.000000 Penalty: 3448.496826
	Iteration 11Q: 3 clusters Score -4454998 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4455164.000000 Penalty: 3448.496826
	Iteration 12Q: 3 clusters Score -4455164 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -4455343.000000 Penalty: 3448.496826
	Iteration 13Q: 3 clusters Score -4455343 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -4455478.000000 Penalty: 3448.496826
	Iteration 14Q: 3 clusters Score -4455478 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -4455603.500000 Penalty: 3448.496826
	Iteration 15Q: 3 clusters Score -4455604 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -4455747.000000 Penalty: 3448.496826
	Iteration 16Q: 3 clusters Score -4455747 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -4455877.500000 Penalty: 3448.496826
	Iteration 17Q: 3 clusters Score -4455878 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -4456008.000000 Penalty: 3448.496826
	Iteration 18Q: 3 clusters Score -4456008 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4456146.500000 Penalty: 3448.496826
	Iteration 19Q: 3 clusters Score -4456146 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4456263.000000 Penalty: 3448.496826
	Iteration 20F: 3 clusters Score -4456263 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4456382.000000 Penalty: 3448.496826
	Iteration 21Q: 3 clusters Score -4456382 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -4456521.000000 Penalty: 3448.496826
	Iteration 22Q: 3 clusters Score -4456521 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4456697.000000 Penalty: 3448.496826
	Iteration 23Q: 3 clusters Score -4456697 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -4456829.000000 Penalty: 3448.496826
	Iteration 24Q: 3 clusters Score -4456829 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4456968.000000 Penalty: 3448.496826
	Iteration 25Q: 3 clusters Score -4456968 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4457098.000000 Penalty: 3448.496826
	Iteration 26Q: 3 clusters Score -4457098 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4457247.000000 Penalty: 3448.496826
	Iteration 27Q: 3 clusters Score -4457247 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4457395.000000 Penalty: 3448.496826
	Iteration 28Q: 3 clusters Score -4457395 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -4457527.000000 Penalty: 3448.496826
	Iteration 29Q: 3 clusters Score -4457527 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4457676.000000 Penalty: 3448.496826
	Iteration 30Q: 3 clusters Score -4457676 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4457810.000000 Penalty: 3448.496826
	Iteration 31Q: 3 clusters Score -4457810 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -4457966.000000 Penalty: 3448.496826
	Iteration 32Q: 3 clusters Score -4457966 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4458095.000000 Penalty: 3448.496826
	Iteration 33Q: 3 clusters Score -4458095 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4458209.000000 Penalty: 3448.496826
	Iteration 34Q: 3 clusters Score -4458209 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4458306.000000 Penalty: 3448.496826
	Iteration 35Q: 3 clusters Score -4458306 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4458434.500000 Penalty: 3448.496826
	Iteration 36Q: 3 clusters Score -4458434 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4458563.500000 Penalty: 3448.496826
	Iteration 37Q: 3 clusters Score -4458564 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -4458678.000000 Penalty: 3448.496826
	Iteration 38Q: 3 clusters Score -4458678 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4458773.000000 Penalty: 3448.496826
	Iteration 39Q: 3 clusters Score -4458773 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4458883.000000 Penalty: 3448.496826
	Iteration 40F: 3 clusters Score -4458883 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -4458958.000000 Penalty: 3448.496826
	Iteration 41Q: 3 clusters Score -4458958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -4459005.000000 Penalty: 3448.496826
	Iteration 42Q: 3 clusters Score -4459005 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -4459069.000000 Penalty: 3448.496826
	Iteration 43Q: 3 clusters Score -4459069 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -4459100.500000 Penalty: 3448.496826
	Iteration 44Q: 3 clusters Score -4459100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -4459132.000000 Penalty: 3448.496826
	Iteration 45Q: 3 clusters Score -4459132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4459155.500000 Penalty: 3448.496826
	Iteration 46Q: 3 clusters Score -4459156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4459193.000000 Penalty: 3448.496826
	Iteration 47Q: 3 clusters Score -4459193 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -4459196.500000 Penalty: 3448.496826
	Iteration 48Q: 3 clusters Score -4459196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -4459211.500000 Penalty: 3448.496826
	Iteration 49Q: 3 clusters Score -4459212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -4459229.000000 Penalty: 3448.496826
	Iteration 50Q: 3 clusters Score -4459229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -4459233.500000 Penalty: 3448.496826
	Iteration 51Q: 3 clusters Score -4459234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -4459252.500000 Penalty: 3448.496826
	Iteration 52Q: 3 clusters Score -4459252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -4459267.500000 Penalty: 3448.496826
	Iteration 53Q: 3 clusters Score -4459268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -4459275.000000 Penalty: 3448.496826
	Iteration 54Q: 3 clusters Score -4459275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -4459278.500000 Penalty: 3448.496826
	Iteration 55Q: 3 clusters Score -4459278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4459276.500000 Penalty: 3448.496826
	Iteration 56Q: 3 clusters Score -4459276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4459278.000000 Penalty: 3448.496826
	Iteration 57Q: 3 clusters Score -4459278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -4459280.000000 Penalty: 3448.496826
	Iteration 58Q: 3 clusters Score -4459280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -4459276.500000 Penalty: 3448.496826
	Iteration 59Q: 3 clusters Score -4459276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -4459282.000000 Penalty: 3448.496826
	Iteration 60F: 3 clusters Score -4459282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -4459285.500000 Penalty: 3448.496826
	Iteration 61Q: 3 clusters Score -4459286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -4459283.500000 Penalty: 3448.496826
	Iteration 62Q: 3 clusters Score -4459284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4459281.500000 Penalty: 3448.496826
	Iteration 63Q: 3 clusters Score -4459282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4459284.000000 Penalty: 3448.496826
	Iteration 64Q: 3 clusters Score -4459284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -4459286.500000 Penalty: 3448.496826
	Iteration 65Q: 3 clusters Score -4459286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -4459289.000000 Penalty: 3448.496826
	Iteration 66Q: 3 clusters Score -4459289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -4459288.500000 Penalty: 3448.496826
	Iteration 67Q: 3 clusters Score -4459288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -4459288.500000 Penalty: 3448.496826
	Iteration 68F: 3 clusters Score -4459288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Entering Unmasked Estep 
Score: -931987.875000 Penalty: 1471.831177
	Iteration 0F: 2 clusters Score -931987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -925708.000000 Penalty: 2943.662354
	Iteration 0F: 3 clusters Score -925708 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -927702.625000 Penalty: 2943.662354
	Iteration 1F: 3 clusters Score -927702.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -927992.562500 Penalty: 2943.662354
	Iteration 2F: 3 clusters Score -927992.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -928209.812500 Penalty: 2943.662354
	Iteration 3F: 3 clusters Score -928209.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -928399.375000 Penalty: 2943.662354
	Iteration 4Q: 3 clusters Score -928399.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -928587.125000 Penalty: 2943.662354
	Iteration 5Q: 3 clusters Score -928587.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -928755.375000 Penalty: 2943.662354
	Iteration 6Q: 3 clusters Score -928755.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -928952.750000 Penalty: 2943.662354
	Iteration 7Q: 3 clusters Score -928952.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -929171.937500 Penalty: 2943.662354
	Iteration 8Q: 3 clusters Score -929171.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -929417.875000 Penalty: 2943.662354
	Iteration 9Q: 3 clusters Score -929417.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -929637.500000 Penalty: 2943.662354
	Iteration 10Q: 3 clusters Score -929637.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -929840.500000 Penalty: 2943.662354
	Iteration 11Q: 3 clusters Score -929840.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -930014.750000 Penalty: 2943.662354
	Iteration 12Q: 3 clusters Score -930014.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -930152.312500 Penalty: 2943.662354
	Iteration 13Q: 3 clusters Score -930152.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -930259.875000 Penalty: 2943.662354
	Iteration 14Q: 3 clusters Score -930259.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -930371.937500 Penalty: 2943.662354
	Iteration 15Q: 3 clusters Score -930371.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -930455.250000 Penalty: 2943.662354
	Iteration 16Q: 3 clusters Score -930455.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -930536.187500 Penalty: 2943.662354
	Iteration 17Q: 3 clusters Score -930536.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -930592.000000 Penalty: 2943.662354
	Iteration 18Q: 3 clusters Score -930592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -930628.875000 Penalty: 2943.662354
	Iteration 19Q: 3 clusters Score -930628.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -930657.312500 Penalty: 2943.662354
	Iteration 20F: 3 clusters Score -930657.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -930673.625000 Penalty: 2943.662354
	Iteration 21Q: 3 clusters Score -930673.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -930688.687500 Penalty: 2943.662354
	Iteration 22Q: 3 clusters Score -930688.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -930697.937500 Penalty: 2943.662354
	Iteration 23Q: 3 clusters Score -930697.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -930709.875000 Penalty: 2943.662354
	Iteration 24Q: 3 clusters Score -930709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -930714.625000 Penalty: 2943.662354
	Iteration 25Q: 3 clusters Score -930714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -930721.375000 Penalty: 2943.662354
	Iteration 26Q: 3 clusters Score -930721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -930727.875000 Penalty: 2943.662354
	Iteration 27Q: 3 clusters Score -930727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -930731.750000 Penalty: 2943.662354
	Iteration 28Q: 3 clusters Score -930731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -930736.062500 Penalty: 2943.662354
	Iteration 29Q: 3 clusters Score -930736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -930738.937500 Penalty: 2943.662354
	Iteration 30Q: 3 clusters Score -930738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -930746.125000 Penalty: 2943.662354
	Iteration 31Q: 3 clusters Score -930746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -930748.812500 Penalty: 2943.662354
	Iteration 32Q: 3 clusters Score -930748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -930748.812500 Penalty: 2943.662354
	Iteration 33F: 3 clusters Score -930748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Entering Unmasked Estep 
Score: -18029872.000000 Penalty: 1953.641357
	Iteration 0F: 2 clusters Score -1.802987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -17919466.000000 Penalty: 3907.282715
	Iteration 0F: 3 clusters Score -1.791947e+07 nChanged 80304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -17967730.000000 Penalty: 3907.282715
	Iteration 1F: 3 clusters Score -1.796773e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -17970816.000000 Penalty: 3907.282715
	Iteration 2Q: 3 clusters Score -1.797082e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -17977324.000000 Penalty: 3907.282715
	Iteration 3F: 3 clusters Score -1.797732e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 127115 members 
Entering Unmasked Estep 
Score: -17988822.000000 Penalty: 3907.282715
	Iteration 4F: 3 clusters Score -1.798882e+07 nChanged 16105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -18004512.000000 Penalty: 3907.282715
	Iteration 5F: 3 clusters Score -1.800451e+07 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -18017726.000000 Penalty: 3907.282715
	Iteration 6F: 3 clusters Score -1.801773e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 163139 members 
Entering Unmasked Estep 
Score: -18024652.000000 Penalty: 3907.282715
	Iteration 7Q: 3 clusters Score -1.802465e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 165468 members 
Entering Unmasked Estep 
Score: -18027248.000000 Penalty: 3907.282715
	Iteration 8Q: 3 clusters Score -1.802725e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 166069 members 
Entering Unmasked Estep 
Score: -18027844.000000 Penalty: 3907.282715
	Iteration 9Q: 3 clusters Score -1.802784e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166216 members 
Entering Unmasked Estep 
Score: -18028006.000000 Penalty: 3907.282715
	Iteration 10Q: 3 clusters Score -1.802801e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 166260 members 
Entering Unmasked Estep 
Score: -18028080.000000 Penalty: 3907.282715
	Iteration 11Q: 3 clusters Score -1.802808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166278 members 
Entering Unmasked Estep 
Score: -18028140.000000 Penalty: 3907.282715
	Iteration 12Q: 3 clusters Score -1.802814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166289 members 
Entering Unmasked Estep 
Score: -18028168.000000 Penalty: 3907.282715
	Iteration 13Q: 3 clusters Score -1.802817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166293 members 
Entering Unmasked Estep 
Score: -18028170.000000 Penalty: 3907.282715
	Iteration 14Q: 3 clusters Score -1.802817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 166294 members 
Entering Unmasked Estep 
Score: -18028174.000000 Penalty: 3907.282715
	Iteration 15Q: 3 clusters Score -1.802817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166297 members 
Entering Unmasked Estep 
Score: -18028188.000000 Penalty: 3907.282715
	Iteration 16Q: 3 clusters Score -1.802819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166296 members 
Entering Unmasked Estep 
Score: -18028194.000000 Penalty: 3907.282715
	Iteration 17Q: 3 clusters Score -1.802819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166297 members 
Entering Unmasked Estep 
Score: -18028192.000000 Penalty: 3907.282715
	Iteration 18Q: 3 clusters Score -1.802819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166297 members 
Entering Unmasked Estep 
Score: -18028192.000000 Penalty: 3907.282715
	Iteration 19F: 3 clusters Score -1.802819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -289050.750000 Penalty: 1292.927490
	Iteration 0F: 2 clusters Score -289050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -286427.812500 Penalty: 2585.854980
	Iteration 0F: 3 clusters Score -286427.8 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -287067.843750 Penalty: 2585.854980
	Iteration 1F: 3 clusters Score -287067.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -287244.593750 Penalty: 2585.854980
	Iteration 2F: 3 clusters Score -287244.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -287374.500000 Penalty: 2585.854980
	Iteration 3F: 3 clusters Score -287374.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -287479.156250 Penalty: 2585.854980
	Iteration 4F: 3 clusters Score -287479.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -287555.437500 Penalty: 2585.854980
	Iteration 5Q: 3 clusters Score -287555.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -287625.218750 Penalty: 2585.854980
	Iteration 6Q: 3 clusters Score -287625.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -287691.656250 Penalty: 2585.854980
	Iteration 7Q: 3 clusters Score -287691.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -287756.531250 Penalty: 2585.854980
	Iteration 8Q: 3 clusters Score -287756.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -287823.218750 Penalty: 2585.854980
	Iteration 9Q: 3 clusters Score -287823.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -287885.093750 Penalty: 2585.854980
	Iteration 10Q: 3 clusters Score -287885.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -287970.875000 Penalty: 2585.854980
	Iteration 11Q: 3 clusters Score -287970.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -288037.781250 Penalty: 2585.854980
	Iteration 12Q: 3 clusters Score -288037.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -288081.281250 Penalty: 2585.854980
	Iteration 13Q: 3 clusters Score -288081.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -288119.781250 Penalty: 2585.854980
	Iteration 14Q: 3 clusters Score -288119.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -288140.562500 Penalty: 2585.854980
	Iteration 15Q: 3 clusters Score -288140.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -288170.625000 Penalty: 2585.854980
	Iteration 16Q: 3 clusters Score -288170.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -288190.687500 Penalty: 2585.854980
	Iteration 17Q: 3 clusters Score -288190.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -288208.875000 Penalty: 2585.854980
	Iteration 18Q: 3 clusters Score -288208.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -288226.875000 Penalty: 2585.854980
	Iteration 19Q: 3 clusters Score -288226.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -288250.906250 Penalty: 2585.854980
	Iteration 20F: 3 clusters Score -288250.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -288271.031250 Penalty: 2585.854980
	Iteration 21Q: 3 clusters Score -288271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -288285.218750 Penalty: 2585.854980
	Iteration 22Q: 3 clusters Score -288285.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -288312.687500 Penalty: 2585.854980
	Iteration 23Q: 3 clusters Score -288312.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -288351.125000 Penalty: 2585.854980
	Iteration 24Q: 3 clusters Score -288351.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -288375.656250 Penalty: 2585.854980
	Iteration 25Q: 3 clusters Score -288375.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -288393.031250 Penalty: 2585.854980
	Iteration 26Q: 3 clusters Score -288393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -288409.750000 Penalty: 2585.854980
	Iteration 27Q: 3 clusters Score -288409.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -288419.468750 Penalty: 2585.854980
	Iteration 28Q: 3 clusters Score -288419.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -288435.250000 Penalty: 2585.854980
	Iteration 29Q: 3 clusters Score -288435.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -288449.343750 Penalty: 2585.854980
	Iteration 30Q: 3 clusters Score -288449.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -288464.812500 Penalty: 2585.854980
	Iteration 31Q: 3 clusters Score -288464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -288473.687500 Penalty: 2585.854980
	Iteration 32Q: 3 clusters Score -288473.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -288477.406250 Penalty: 2585.854980
	Iteration 33Q: 3 clusters Score -288477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -288481.125000 Penalty: 2585.854980
	Iteration 34Q: 3 clusters Score -288481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -288484.781250 Penalty: 2585.854980
	Iteration 35Q: 3 clusters Score -288484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -288486.875000 Penalty: 2585.854980
	Iteration 36Q: 3 clusters Score -288486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -288486.937500 Penalty: 2585.854980
	Iteration 37Q: 3 clusters Score -288486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -288488.625000 Penalty: 2585.854980
	Iteration 38Q: 3 clusters Score -288488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -288489.968750 Penalty: 2585.854980
	Iteration 39Q: 3 clusters Score -288490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -288491.000000 Penalty: 2585.854980
	Iteration 40F: 3 clusters Score -288491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -288493.062500 Penalty: 2585.854980
	Iteration 41Q: 3 clusters Score -288493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -288496.625000 Penalty: 2585.854980
	Iteration 42Q: 3 clusters Score -288496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -288501.250000 Penalty: 2585.854980
	Iteration 43Q: 3 clusters Score -288501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -288506.312500 Penalty: 2585.854980
	Iteration 44Q: 3 clusters Score -288506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -288507.062500 Penalty: 2585.854980
	Iteration 45Q: 3 clusters Score -288507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -288508.750000 Penalty: 2585.854980
	Iteration 46Q: 3 clusters Score -288508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -288510.093750 Penalty: 2585.854980
	Iteration 47Q: 3 clusters Score -288510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -288510.781250 Penalty: 2585.854980
	Iteration 48Q: 3 clusters Score -288510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -288510.781250 Penalty: 2585.854980
	Iteration 49F: 3 clusters Score -288510.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Entering Unmasked Estep 
Score: -3582752.250000 Penalty: 1687.309326
	Iteration 0F: 2 clusters Score -3582752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3561022.000000 Penalty: 3374.618652
	Iteration 0F: 3 clusters Score -3561022 nChanged 14877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3569165.500000 Penalty: 3374.618652
	Iteration 1F: 3 clusters Score -3569166 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3569482.250000 Penalty: 3374.618652
	Iteration 2Q: 3 clusters Score -3569482 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3569760.000000 Penalty: 3374.618652
	Iteration 3Q: 3 clusters Score -3569760 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3570081.750000 Penalty: 3374.618652
	Iteration 4Q: 3 clusters Score -3570082 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3570419.250000 Penalty: 3374.618652
	Iteration 5Q: 3 clusters Score -3570419 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3570841.250000 Penalty: 3374.618652
	Iteration 6Q: 3 clusters Score -3570841 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3571399.750000 Penalty: 3374.618652
	Iteration 7Q: 3 clusters Score -3571400 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3572185.750000 Penalty: 3374.618652
	Iteration 8Q: 3 clusters Score -3572186 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3573300.250000 Penalty: 3374.618652
	Iteration 9F: 3 clusters Score -3573300 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3574684.500000 Penalty: 3374.618652
	Iteration 10F: 3 clusters Score -3574684 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3576119.500000 Penalty: 3374.618652
	Iteration 11F: 3 clusters Score -3576120 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3577072.500000 Penalty: 3374.618652
	Iteration 12Q: 3 clusters Score -3577072 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3577520.500000 Penalty: 3374.618652
	Iteration 13Q: 3 clusters Score -3577520 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3577765.250000 Penalty: 3374.618652
	Iteration 14Q: 3 clusters Score -3577765 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3577970.500000 Penalty: 3374.618652
	Iteration 15Q: 3 clusters Score -3577970 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3578155.500000 Penalty: 3374.618652
	Iteration 16Q: 3 clusters Score -3578156 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3578339.750000 Penalty: 3374.618652
	Iteration 17Q: 3 clusters Score -3578340 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3578512.750000 Penalty: 3374.618652
	Iteration 18Q: 3 clusters Score -3578513 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3578723.000000 Penalty: 3374.618652
	Iteration 19Q: 3 clusters Score -3578723 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3578957.000000 Penalty: 3374.618652
	Iteration 20F: 3 clusters Score -3578957 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3579180.500000 Penalty: 3374.618652
	Iteration 21Q: 3 clusters Score -3579180 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3579341.500000 Penalty: 3374.618652
	Iteration 22Q: 3 clusters Score -3579342 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3579516.500000 Penalty: 3374.618652
	Iteration 23Q: 3 clusters Score -3579516 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3579669.750000 Penalty: 3374.618652
	Iteration 24Q: 3 clusters Score -3579670 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3579820.000000 Penalty: 3374.618652
	Iteration 25Q: 3 clusters Score -3579820 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3579947.250000 Penalty: 3374.618652
	Iteration 26Q: 3 clusters Score -3579947 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3580065.000000 Penalty: 3374.618652
	Iteration 27Q: 3 clusters Score -3580065 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3580175.250000 Penalty: 3374.618652
	Iteration 28Q: 3 clusters Score -3580175 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3580273.750000 Penalty: 3374.618652
	Iteration 29Q: 3 clusters Score -3580274 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3580362.750000 Penalty: 3374.618652
	Iteration 30Q: 3 clusters Score -3580363 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3580441.500000 Penalty: 3374.618652
	Iteration 31Q: 3 clusters Score -3580442 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3580515.500000 Penalty: 3374.618652
	Iteration 32Q: 3 clusters Score -3580516 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3580587.750000 Penalty: 3374.618652
	Iteration 33Q: 3 clusters Score -3580588 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3580667.000000 Penalty: 3374.618652
	Iteration 34Q: 3 clusters Score -3580667 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3580740.000000 Penalty: 3374.618652
	Iteration 35Q: 3 clusters Score -3580740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3580773.500000 Penalty: 3374.618652
	Iteration 36Q: 3 clusters Score -3580774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3580825.000000 Penalty: 3374.618652
	Iteration 37Q: 3 clusters Score -3580825 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3580862.500000 Penalty: 3374.618652
	Iteration 38Q: 3 clusters Score -3580862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3580903.000000 Penalty: 3374.618652
	Iteration 39Q: 3 clusters Score -3580903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3580921.500000 Penalty: 3374.618652
	Iteration 40F: 3 clusters Score -3580922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3580958.750000 Penalty: 3374.618652
	Iteration 41Q: 3 clusters Score -3580959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3580988.500000 Penalty: 3374.618652
	Iteration 42Q: 3 clusters Score -3580988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3581017.750000 Penalty: 3374.618652
	Iteration 43Q: 3 clusters Score -3581018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3581041.000000 Penalty: 3374.618652
	Iteration 44Q: 3 clusters Score -3581041 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3581059.250000 Penalty: 3374.618652
	Iteration 45Q: 3 clusters Score -3581059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3581089.750000 Penalty: 3374.618652
	Iteration 46Q: 3 clusters Score -3581090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3581120.750000 Penalty: 3374.618652
	Iteration 47Q: 3 clusters Score -3581121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3581153.750000 Penalty: 3374.618652
	Iteration 48Q: 3 clusters Score -3581154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3581176.250000 Penalty: 3374.618652
	Iteration 49Q: 3 clusters Score -3581176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3581196.250000 Penalty: 3374.618652
	Iteration 50Q: 3 clusters Score -3581196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3581216.000000 Penalty: 3374.618652
	Iteration 51Q: 3 clusters Score -3581216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3581234.000000 Penalty: 3374.618652
	Iteration 52Q: 3 clusters Score -3581234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3581254.500000 Penalty: 3374.618652
	Iteration 53Q: 3 clusters Score -3581254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3581262.500000 Penalty: 3374.618652
	Iteration 54Q: 3 clusters Score -3581262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3581271.500000 Penalty: 3374.618652
	Iteration 55Q: 3 clusters Score -3581272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3581280.000000 Penalty: 3374.618652
	Iteration 56Q: 3 clusters Score -3581280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3581284.750000 Penalty: 3374.618652
	Iteration 57Q: 3 clusters Score -3581285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3581290.250000 Penalty: 3374.618652
	Iteration 58Q: 3 clusters Score -3581290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3581290.000000 Penalty: 3374.618652
	Iteration 59Q: 3 clusters Score -3581290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3581296.000000 Penalty: 3374.618652
	Iteration 60F: 3 clusters Score -3581296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3581300.250000 Penalty: 3374.618652
	Iteration 61Q: 3 clusters Score -3581300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3581301.750000 Penalty: 3374.618652
	Iteration 62Q: 3 clusters Score -3581302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3581305.250000 Penalty: 3374.618652
	Iteration 63Q: 3 clusters Score -3581305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3581305.250000 Penalty: 3374.618652
	Iteration 64F: 3 clusters Score -3581305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (173416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Entering Unmasked Estep 
Score: -18812894.000000 Penalty: 1960.310425
	Iteration 0F: 2 clusters Score -1.881289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -18698140.000000 Penalty: 3920.620850
	Iteration 0F: 3 clusters Score -1.869814e+07 nChanged 83989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -18748582.000000 Penalty: 3920.620850
	Iteration 1F: 3 clusters Score -1.874858e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -18750264.000000 Penalty: 3920.620850
	Iteration 2Q: 3 clusters Score -1.875026e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 100017 members 
Entering Unmasked Estep 
Score: -18753076.000000 Penalty: 3920.620850
	Iteration 3Q: 3 clusters Score -1.875308e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -18757782.000000 Penalty: 3920.620850
	Iteration 4F: 3 clusters Score -1.875778e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -18765702.000000 Penalty: 3920.620850
	Iteration 5F: 3 clusters Score -1.87657e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 132005 members 
Entering Unmasked Estep 
Score: -18776798.000000 Penalty: 3920.620850
	Iteration 6F: 3 clusters Score -1.87768e+07 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 145016 members 
Entering Unmasked Estep 
Score: -18789426.000000 Penalty: 3920.620850
	Iteration 7F: 3 clusters Score -1.878943e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 154431 members 
Entering Unmasked Estep 
Score: -18799428.000000 Penalty: 3920.620850
	Iteration 8F: 3 clusters Score -1.879943e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -18804854.000000 Penalty: 3920.620850
	Iteration 9Q: 3 clusters Score -1.880485e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 161579 members 
Entering Unmasked Estep 
Score: -18807344.000000 Penalty: 3920.620850
	Iteration 10Q: 3 clusters Score -1.880734e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -18808426.000000 Penalty: 3920.620850
	Iteration 11Q: 3 clusters Score -1.880843e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 163962 members 
Entering Unmasked Estep 
Score: -18809302.000000 Penalty: 3920.620850
	Iteration 12Q: 3 clusters Score -1.88093e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -18809916.000000 Penalty: 3920.620850
	Iteration 13Q: 3 clusters Score -1.880992e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 165887 members 
Entering Unmasked Estep 
Score: -18810390.000000 Penalty: 3920.620850
	Iteration 14Q: 3 clusters Score -1.881039e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -18810774.000000 Penalty: 3920.620850
	Iteration 15Q: 3 clusters Score -1.881077e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 167394 members 
Entering Unmasked Estep 
Score: -18811200.000000 Penalty: 3920.620850
	Iteration 16Q: 3 clusters Score -1.88112e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -18811466.000000 Penalty: 3920.620850
	Iteration 17Q: 3 clusters Score -1.881147e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 168602 members 
Entering Unmasked Estep 
Score: -18811660.000000 Penalty: 3920.620850
	Iteration 18Q: 3 clusters Score -1.881166e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 169075 members 
Entering Unmasked Estep 
Score: -18811844.000000 Penalty: 3920.620850
	Iteration 19Q: 3 clusters Score -1.881184e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 169448 members 
Entering Unmasked Estep 
Score: -18811906.000000 Penalty: 3920.620850
	Iteration 20F: 3 clusters Score -1.881191e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -18812038.000000 Penalty: 3920.620850
	Iteration 21Q: 3 clusters Score -1.881204e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 170014 members 
Entering Unmasked Estep 
Score: -18812134.000000 Penalty: 3920.620850
	Iteration 22Q: 3 clusters Score -1.881213e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -18812214.000000 Penalty: 3920.620850
	Iteration 23Q: 3 clusters Score -1.881221e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 170405 members 
Entering Unmasked Estep 
Score: -18812256.000000 Penalty: 3920.620850
	Iteration 24Q: 3 clusters Score -1.881226e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 170530 members 
Entering Unmasked Estep 
Score: -18812278.000000 Penalty: 3920.620850
	Iteration 25Q: 3 clusters Score -1.881228e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 170634 members 
Entering Unmasked Estep 
Score: -18812328.000000 Penalty: 3920.620850
	Iteration 26Q: 3 clusters Score -1.881233e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 170729 members 
Entering Unmasked Estep 
Score: -18812338.000000 Penalty: 3920.620850
	Iteration 27Q: 3 clusters Score -1.881234e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 170801 members 
Entering Unmasked Estep 
Score: -18812362.000000 Penalty: 3920.620850
	Iteration 28Q: 3 clusters Score -1.881236e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 170860 members 
Entering Unmasked Estep 
Score: -18812378.000000 Penalty: 3920.620850
	Iteration 29Q: 3 clusters Score -1.881238e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -18812370.000000 Penalty: 3920.620850
	Iteration 30Q: 3 clusters Score -1.881237e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 170930 members 
Entering Unmasked Estep 
Score: -18812406.000000 Penalty: 3920.620850
	Iteration 31Q: 3 clusters Score -1.881241e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 170970 members 
Entering Unmasked Estep 
Score: -18812360.000000 Penalty: 3920.620850
	Iteration 32Q: 3 clusters Score -1.881236e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 171003 members 
Entering Unmasked Estep 
Score: -18812400.000000 Penalty: 3920.620850
	Iteration 33Q: 3 clusters Score -1.88124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 171029 members 
Entering Unmasked Estep 
Score: -18812396.000000 Penalty: 3920.620850
	Iteration 34Q: 3 clusters Score -1.88124e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 171049 members 
Entering Unmasked Estep 
Score: -18812380.000000 Penalty: 3920.620850
	Iteration 35Q: 3 clusters Score -1.881238e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 171085 members 
Entering Unmasked Estep 
Score: -18812378.000000 Penalty: 3920.620850
	Iteration 36Q: 3 clusters Score -1.881238e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 171124 members 
Entering Unmasked Estep 
Score: -18812370.000000 Penalty: 3920.620850
	Iteration 37Q: 3 clusters Score -1.881237e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 171149 members 
Entering Unmasked Estep 
Score: -18812406.000000 Penalty: 3920.620850
	Iteration 38Q: 3 clusters Score -1.881241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -18812402.000000 Penalty: 3920.620850
	Iteration 39Q: 3 clusters Score -1.88124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -18812412.000000 Penalty: 3920.620850
	Iteration 40F: 3 clusters Score -1.881241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 171191 members 
Entering Unmasked Estep 
Score: -18812410.000000 Penalty: 3920.620850
	Iteration 41Q: 3 clusters Score -1.881241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 171197 members 
Entering Unmasked Estep 
Score: -18812418.000000 Penalty: 3920.620850
	Iteration 42Q: 3 clusters Score -1.881242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 171204 members 
Entering Unmasked Estep 
Score: -18812428.000000 Penalty: 3920.620850
	Iteration 43Q: 3 clusters Score -1.881243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -18812424.000000 Penalty: 3920.620850
	Iteration 44Q: 3 clusters Score -1.881242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -18812430.000000 Penalty: 3920.620850
	Iteration 45Q: 3 clusters Score -1.881243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -18812426.000000 Penalty: 3920.620850
	Iteration 46Q: 3 clusters Score -1.881243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -18812436.000000 Penalty: 3920.620850
	Iteration 47Q: 3 clusters Score -1.881244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 171222 members 
Entering Unmasked Estep 
Score: -18812446.000000 Penalty: 3920.620850
	Iteration 48Q: 3 clusters Score -1.881245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 171227 members 
Entering Unmasked Estep 
Score: -18812434.000000 Penalty: 3920.620850
	Iteration 49Q: 3 clusters Score -1.881243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 171233 members 
Entering Unmasked Estep 
Score: -18812428.000000 Penalty: 3920.620850
	Iteration 50Q: 3 clusters Score -1.881243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 171238 members 
Entering Unmasked Estep 
Score: -18812432.000000 Penalty: 3920.620850
	Iteration 51Q: 3 clusters Score -1.881243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 171242 members 
Entering Unmasked Estep 
Score: -18812436.000000 Penalty: 3920.620850
	Iteration 52Q: 3 clusters Score -1.881244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 171248 members 
Entering Unmasked Estep 
Score: -18812434.000000 Penalty: 3920.620850
	Iteration 53Q: 3 clusters Score -1.881243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -18812436.000000 Penalty: 3920.620850
	Iteration 54Q: 3 clusters Score -1.881244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 171255 members 
Entering Unmasked Estep 
Score: -18812420.000000 Penalty: 3920.620850
	Iteration 55Q: 3 clusters Score -1.881242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 171257 members 
Entering Unmasked Estep 
Score: -18812430.000000 Penalty: 3920.620850
	Iteration 56Q: 3 clusters Score -1.881243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -18812422.000000 Penalty: 3920.620850
	Iteration 57Q: 3 clusters Score -1.881242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -18812418.000000 Penalty: 3920.620850
	Iteration 58Q: 3 clusters Score -1.881242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -18812420.000000 Penalty: 3920.620850
	Iteration 59Q: 3 clusters Score -1.881242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -18812422.000000 Penalty: 3920.620850
	Iteration 60F: 3 clusters Score -1.881242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -18812424.000000 Penalty: 3920.620850
	Iteration 61Q: 3 clusters Score -1.881242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -18812424.000000 Penalty: 3920.620850
	Iteration 62F: 3 clusters Score -1.881242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 43439 members 
Mstep: Class 6 contains 5733 members 
Mstep: Class 8 contains 30768 members 
Mstep: Class 10 contains 53028 members 
Mstep: Class 13 contains 105456 members 
Mstep: Class 14 contains 1596 members 
Mstep: Class 16 contains 168327 members 
Mstep: Class 17 contains 40569 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 166443 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 22 contains 32320 members 
Mstep: Class 23 contains 173416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837072.000000 Penalty: 33373.367188
Iteration 79Q: 16 clusters Score -9.383707e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 3 contains 3870 members 
Mstep: Class 4 contains 43426 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 8 contains 30791 members 
Mstep: Class 10 contains 53308 members 
Mstep: Class 13 contains 105293 members 
Mstep: Class 14 contains 1600 members 
Mstep: Class 16 contains 168153 members 
Mstep: Class 17 contains 40605 members 
Mstep: Class 18 contains 8517 members 
Mstep: Class 19 contains 166137 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 22 contains 32738 members 
Mstep: Class 23 contains 173269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837128.000000 Penalty: 33373.367188
Iteration 80F: 16 clusters Score -9.383713e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 43413 members 
Mstep: Class 6 contains 5677 members 
Mstep: Class 8 contains 30808 members 
Mstep: Class 10 contains 53621 members 
Mstep: Class 13 contains 105136 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 16 contains 167933 members 
Mstep: Class 17 contains 40650 members 
Mstep: Class 18 contains 8463 members 
Mstep: Class 19 contains 165816 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 22 contains 33143 members 
Mstep: Class 23 contains 173118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837408.000000 Penalty: 33373.367188
Iteration 81Q: 16 clusters Score -9.383741e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 3 contains 3867 members 
Mstep: Class 4 contains 43406 members 
Mstep: Class 6 contains 5646 members 
Mstep: Class 8 contains 30845 members 
Mstep: Class 10 contains 53911 members 
Mstep: Class 13 contains 104980 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 16 contains 167769 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 8388 members 
Mstep: Class 19 contains 165481 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 22 contains 33537 members 
Mstep: Class 23 contains 172979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837472.000000 Penalty: 33373.367188
Iteration 82Q: 16 clusters Score -9.383747e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 43398 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 8 contains 30868 members 
Mstep: Class 10 contains 54199 members 
Mstep: Class 13 contains 104863 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 16 contains 167584 members 
Mstep: Class 17 contains 40718 members 
Mstep: Class 18 contains 8298 members 
Mstep: Class 19 contains 165134 members 
Mstep: Class 20 contains 2923 members 
Mstep: Class 22 contains 33978 members 
Mstep: Class 23 contains 172863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837416.000000 Penalty: 33373.367188
Iteration 83Q: 16 clusters Score -9.383742e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 3 contains 3870 members 
Mstep: Class 4 contains 43391 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 8 contains 30889 members 
Mstep: Class 10 contains 54479 members 
Mstep: Class 13 contains 104767 members 
Mstep: Class 14 contains 1592 members 
Mstep: Class 16 contains 167394 members 
Mstep: Class 17 contains 40748 members 
Mstep: Class 18 contains 8201 members 
Mstep: Class 19 contains 164745 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 22 contains 34400 members 
Mstep: Class 23 contains 172791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837736.000000 Penalty: 33373.367188
Iteration 84Q: 16 clusters Score -9.383774e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 3 contains 3871 members 
Mstep: Class 4 contains 43389 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 8 contains 30892 members 
Mstep: Class 10 contains 54758 members 
Mstep: Class 13 contains 104669 members 
Mstep: Class 14 contains 1588 members 
Mstep: Class 16 contains 167201 members 
Mstep: Class 17 contains 40757 members 
Mstep: Class 18 contains 8115 members 
Mstep: Class 19 contains 164392 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 22 contains 34810 members 
Mstep: Class 23 contains 172724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838008.000000 Penalty: 33373.367188
Iteration 85Q: 16 clusters Score -9.383801e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 43385 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 8 contains 30900 members 
Mstep: Class 10 contains 55035 members 
Mstep: Class 13 contains 104599 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 16 contains 167051 members 
Mstep: Class 17 contains 40794 members 
Mstep: Class 18 contains 8009 members 
Mstep: Class 19 contains 163973 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 22 contains 35216 members 
Mstep: Class 23 contains 172662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837968.000000 Penalty: 33373.367188
Iteration 86Q: 16 clusters Score -9.383797e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 43377 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 8 contains 30911 members 
Mstep: Class 10 contains 55288 members 
Mstep: Class 13 contains 104526 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 16 contains 166857 members 
Mstep: Class 17 contains 40850 members 
Mstep: Class 18 contains 7914 members 
Mstep: Class 19 contains 163556 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 22 contains 35632 members 
Mstep: Class 23 contains 172628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837960.000000 Penalty: 33373.367188
Iteration 87Q: 16 clusters Score -9.383796e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43375 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 8 contains 30918 members 
Mstep: Class 10 contains 55538 members 
Mstep: Class 13 contains 104459 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 16 contains 166655 members 
Mstep: Class 17 contains 40898 members 
Mstep: Class 18 contains 7847 members 
Mstep: Class 19 contains 163116 members 
Mstep: Class 20 contains 2967 members 
Mstep: Class 22 contains 36035 members 
Mstep: Class 23 contains 172610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837760.000000 Penalty: 33373.367188
Iteration 88Q: 16 clusters Score -9.383776e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43366 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 8 contains 30929 members 
Mstep: Class 10 contains 55780 members 
Mstep: Class 13 contains 104402 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 16 contains 166501 members 
Mstep: Class 17 contains 40953 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 162699 members 
Mstep: Class 20 contains 2975 members 
Mstep: Class 22 contains 36420 members 
Mstep: Class 23 contains 172562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837696.000000 Penalty: 33373.367188
Iteration 89Q: 16 clusters Score -9.38377e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 8 contains 30938 members 
Mstep: Class 10 contains 56034 members 
Mstep: Class 13 contains 104361 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 16 contains 166410 members 
Mstep: Class 17 contains 40990 members 
Mstep: Class 18 contains 7746 members 
Mstep: Class 19 contains 162202 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 22 contains 36789 members 
Mstep: Class 23 contains 172524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837840.000000 Penalty: 33373.367188
Iteration 90Q: 16 clusters Score -9.383784e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 43357 members 
Mstep: Class 6 contains 5516 members 
Mstep: Class 8 contains 30963 members 
Mstep: Class 10 contains 56293 members 
Mstep: Class 13 contains 104327 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 16 contains 166305 members 
Mstep: Class 17 contains 41054 members 
Mstep: Class 18 contains 7695 members 
Mstep: Class 19 contains 161656 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 22 contains 37145 members 
Mstep: Class 23 contains 172522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838088.000000 Penalty: 33373.367188
Iteration 91Q: 16 clusters Score -9.383809e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 3 contains 3876 members 
Mstep: Class 4 contains 43358 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 8 contains 31000 members 
Mstep: Class 10 contains 56552 members 
Mstep: Class 13 contains 104251 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 16 contains 166172 members 
Mstep: Class 17 contains 41119 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 161080 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 22 contains 37535 members 
Mstep: Class 23 contains 172543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838352.000000 Penalty: 33373.367188
Iteration 92Q: 16 clusters Score -9.383835e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 43359 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 8 contains 31043 members 
Mstep: Class 10 contains 56794 members 
Mstep: Class 13 contains 104198 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 16 contains 166119 members 
Mstep: Class 17 contains 41149 members 
Mstep: Class 18 contains 7572 members 
Mstep: Class 19 contains 160541 members 
Mstep: Class 20 contains 3025 members 
Mstep: Class 22 contains 37874 members 
Mstep: Class 23 contains 172546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838872.000000 Penalty: 33373.367188
Iteration 93Q: 16 clusters Score -9.383887e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 3 contains 3876 members 
Mstep: Class 4 contains 43360 members 
Mstep: Class 6 contains 5453 members 
Mstep: Class 8 contains 31074 members 
Mstep: Class 10 contains 57051 members 
Mstep: Class 13 contains 104134 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 16 contains 166031 members 
Mstep: Class 17 contains 41195 members 
Mstep: Class 18 contains 7498 members 
Mstep: Class 19 contains 160021 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 22 contains 38221 members 
Mstep: Class 23 contains 172558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838904.000000 Penalty: 33373.367188
Iteration 94Q: 16 clusters Score -9.38389e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 43357 members 
Mstep: Class 6 contains 5430 members 
Mstep: Class 8 contains 31114 members 
Mstep: Class 10 contains 57304 members 
Mstep: Class 13 contains 104087 members 
Mstep: Class 14 contains 1580 members 
Mstep: Class 16 contains 165928 members 
Mstep: Class 17 contains 41233 members 
Mstep: Class 18 contains 7414 members 
Mstep: Class 19 contains 159506 members 
Mstep: Class 20 contains 3046 members 
Mstep: Class 22 contains 38569 members 
Mstep: Class 23 contains 172594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839192.000000 Penalty: 33373.367188
Iteration 95Q: 16 clusters Score -9.383919e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 3 contains 3876 members 
Mstep: Class 4 contains 43354 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 8 contains 31150 members 
Mstep: Class 10 contains 57542 members 
Mstep: Class 13 contains 104052 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 16 contains 165787 members 
Mstep: Class 17 contains 41289 members 
Mstep: Class 18 contains 7330 members 
Mstep: Class 19 contains 159001 members 
Mstep: Class 20 contains 3058 members 
Mstep: Class 22 contains 38928 members 
Mstep: Class 23 contains 172644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839384.000000 Penalty: 33373.367188
Iteration 96Q: 16 clusters Score -9.383938e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 6 contains 5382 members 
Mstep: Class 8 contains 31187 members 
Mstep: Class 10 contains 57765 members 
Mstep: Class 13 contains 103996 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 16 contains 165686 members 
Mstep: Class 17 contains 41357 members 
Mstep: Class 18 contains 7259 members 
Mstep: Class 19 contains 158496 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 22 contains 39270 members 
Mstep: Class 23 contains 172680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839432.000000 Penalty: 33373.367188
Iteration 97Q: 16 clusters Score -9.383943e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43354 members 
Mstep: Class 6 contains 5363 members 
Mstep: Class 8 contains 31212 members 
Mstep: Class 10 contains 57949 members 
Mstep: Class 13 contains 103935 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 16 contains 165671 members 
Mstep: Class 17 contains 41425 members 
Mstep: Class 18 contains 7156 members 
Mstep: Class 19 contains 157964 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 22 contains 39618 members 
Mstep: Class 23 contains 172747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839464.000000 Penalty: 33373.367188
Iteration 98Q: 16 clusters Score -9.383946e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 6 contains 5328 members 
Mstep: Class 8 contains 31231 members 
Mstep: Class 10 contains 58132 members 
Mstep: Class 13 contains 103885 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 16 contains 165632 members 
Mstep: Class 17 contains 41486 members 
Mstep: Class 18 contains 7059 members 
Mstep: Class 19 contains 157465 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 22 contains 39947 members 
Mstep: Class 23 contains 172828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839464.000000 Penalty: 33373.367188
Iteration 99Q: 16 clusters Score -9.383946e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43348 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 8 contains 31259 members 
Mstep: Class 10 contains 58329 members 
Mstep: Class 13 contains 103836 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 16 contains 165593 members 
Mstep: Class 17 contains 41551 members 
Mstep: Class 18 contains 6982 members 
Mstep: Class 19 contains 156922 members 
Mstep: Class 20 contains 3102 members 
Mstep: Class 22 contains 40261 members 
Mstep: Class 23 contains 172926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839664.000000 Penalty: 33373.367188
Iteration 100F: 16 clusters Score -9.383966e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43351 members 
Mstep: Class 6 contains 5250 members 
Mstep: Class 8 contains 31287 members 
Mstep: Class 10 contains 58536 members 
Mstep: Class 13 contains 103781 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 16 contains 165573 members 
Mstep: Class 17 contains 41594 members 
Mstep: Class 18 contains 6905 members 
Mstep: Class 19 contains 156369 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 22 contains 40576 members 
Mstep: Class 23 contains 173014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839752.000000 Penalty: 33373.367188
Iteration 101Q: 16 clusters Score -9.383975e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43351 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 8 contains 31312 members 
Mstep: Class 10 contains 58746 members 
Mstep: Class 13 contains 103720 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 16 contains 165583 members 
Mstep: Class 17 contains 41648 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 155844 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 22 contains 40879 members 
Mstep: Class 23 contains 173069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839952.000000 Penalty: 33373.367188
Iteration 102Q: 16 clusters Score -9.383995e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43354 members 
Mstep: Class 6 contains 5164 members 
Mstep: Class 8 contains 31336 members 
Mstep: Class 10 contains 58962 members 
Mstep: Class 13 contains 103691 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 16 contains 165569 members 
Mstep: Class 17 contains 41712 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 155332 members 
Mstep: Class 20 contains 3112 members 
Mstep: Class 22 contains 41181 members 
Mstep: Class 23 contains 173091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840320.000000 Penalty: 33373.367188
Iteration 103Q: 16 clusters Score -9.384032e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 43362 members 
Mstep: Class 6 contains 5126 members 
Mstep: Class 8 contains 31380 members 
Mstep: Class 10 contains 59189 members 
Mstep: Class 13 contains 103632 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 16 contains 165471 members 
Mstep: Class 17 contains 41802 members 
Mstep: Class 18 contains 6653 members 
Mstep: Class 19 contains 154842 members 
Mstep: Class 20 contains 3118 members 
Mstep: Class 22 contains 41492 members 
Mstep: Class 23 contains 173128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840424.000000 Penalty: 33373.367188
Iteration 104Q: 16 clusters Score -9.384042e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 43367 members 
Mstep: Class 6 contains 5086 members 
Mstep: Class 8 contains 31412 members 
Mstep: Class 10 contains 59422 members 
Mstep: Class 13 contains 103627 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 16 contains 165324 members 
Mstep: Class 17 contains 41895 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 154390 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 22 contains 41816 members 
Mstep: Class 23 contains 173135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840480.000000 Penalty: 33373.367188
Iteration 105Q: 16 clusters Score -9.384048e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 43360 members 
Mstep: Class 6 contains 5041 members 
Mstep: Class 8 contains 31445 members 
Mstep: Class 10 contains 59646 members 
Mstep: Class 13 contains 103643 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 16 contains 165209 members 
Mstep: Class 17 contains 41974 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 153917 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 22 contains 42145 members 
Mstep: Class 23 contains 173162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840712.000000 Penalty: 33373.367188
Iteration 106Q: 16 clusters Score -9.384071e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 6 contains 4996 members 
Mstep: Class 8 contains 31472 members 
Mstep: Class 10 contains 59867 members 
Mstep: Class 13 contains 103637 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 16 contains 165128 members 
Mstep: Class 17 contains 42052 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 153458 members 
Mstep: Class 20 contains 3150 members 
Mstep: Class 22 contains 42479 members 
Mstep: Class 23 contains 173148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841072.000000 Penalty: 33373.367188
Iteration 107Q: 16 clusters Score -9.384107e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 3 contains 3906 members 
Mstep: Class 4 contains 43357 members 
Mstep: Class 6 contains 4966 members 
Mstep: Class 8 contains 31505 members 
Mstep: Class 10 contains 60063 members 
Mstep: Class 13 contains 103636 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 16 contains 165075 members 
Mstep: Class 17 contains 42125 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 152991 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 22 contains 42789 members 
Mstep: Class 23 contains 173146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841192.000000 Penalty: 33373.367188
Iteration 108Q: 16 clusters Score -9.384119e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 8 contains 31550 members 
Mstep: Class 10 contains 60245 members 
Mstep: Class 13 contains 103672 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 16 contains 165105 members 
Mstep: Class 17 contains 42188 members 
Mstep: Class 18 contains 6254 members 
Mstep: Class 19 contains 152460 members 
Mstep: Class 20 contains 3167 members 
Mstep: Class 22 contains 43068 members 
Mstep: Class 23 contains 173131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841240.000000 Penalty: 33373.367188
Iteration 109Q: 16 clusters Score -9.384124e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 43351 members 
Mstep: Class 6 contains 4885 members 
Mstep: Class 8 contains 31602 members 
Mstep: Class 10 contains 60447 members 
Mstep: Class 13 contains 103696 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 16 contains 165128 members 
Mstep: Class 17 contains 42255 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 19 contains 151963 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 22 contains 43327 members 
Mstep: Class 23 contains 173097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841184.000000 Penalty: 33373.367188
Iteration 110Q: 16 clusters Score -9.384118e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 43344 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 8 contains 31651 members 
Mstep: Class 10 contains 60634 members 
Mstep: Class 13 contains 103766 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 16 contains 165184 members 
Mstep: Class 17 contains 42324 members 
Mstep: Class 18 contains 6125 members 
Mstep: Class 19 contains 151431 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 22 contains 43558 members 
Mstep: Class 23 contains 173078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841432.000000 Penalty: 33373.367188
Iteration 111Q: 16 clusters Score -9.384143e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 3 contains 3900 members 
Mstep: Class 4 contains 43333 members 
Mstep: Class 6 contains 4813 members 
Mstep: Class 8 contains 31712 members 
Mstep: Class 10 contains 60811 members 
Mstep: Class 13 contains 103828 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 16 contains 165270 members 
Mstep: Class 17 contains 42395 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 150890 members 
Mstep: Class 20 contains 3185 members 
Mstep: Class 22 contains 43785 members 
Mstep: Class 23 contains 173050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841488.000000 Penalty: 33373.367188
Iteration 112Q: 16 clusters Score -9.384149e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 43323 members 
Mstep: Class 6 contains 4797 members 
Mstep: Class 8 contains 31758 members 
Mstep: Class 10 contains 60985 members 
Mstep: Class 13 contains 103884 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 16 contains 165338 members 
Mstep: Class 17 contains 42455 members 
Mstep: Class 18 contains 5995 members 
Mstep: Class 19 contains 150383 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 22 contains 44006 members 
Mstep: Class 23 contains 173016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841528.000000 Penalty: 33373.367188
Iteration 113Q: 16 clusters Score -9.384153e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 43315 members 
Mstep: Class 6 contains 4768 members 
Mstep: Class 8 contains 31794 members 
Mstep: Class 10 contains 61146 members 
Mstep: Class 13 contains 103918 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 16 contains 165394 members 
Mstep: Class 17 contains 42498 members 
Mstep: Class 18 contains 5952 members 
Mstep: Class 19 contains 149927 members 
Mstep: Class 20 contains 3204 members 
Mstep: Class 22 contains 44218 members 
Mstep: Class 23 contains 172985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841608.000000 Penalty: 33373.367188
Iteration 114Q: 16 clusters Score -9.384161e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 43311 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 8 contains 31823 members 
Mstep: Class 10 contains 61297 members 
Mstep: Class 13 contains 103960 members 
Mstep: Class 14 contains 1578 members 
Mstep: Class 16 contains 165490 members 
Mstep: Class 17 contains 42538 members 
Mstep: Class 18 contains 5920 members 
Mstep: Class 19 contains 149486 members 
Mstep: Class 20 contains 3206 members 
Mstep: Class 22 contains 44390 members 
Mstep: Class 23 contains 172940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841624.000000 Penalty: 33373.367188
Iteration 115Q: 16 clusters Score -9.384162e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43318 members 
Mstep: Class 6 contains 4707 members 
Mstep: Class 8 contains 31852 members 
Mstep: Class 10 contains 61451 members 
Mstep: Class 13 contains 103998 members 
Mstep: Class 14 contains 1577 members 
Mstep: Class 16 contains 165565 members 
Mstep: Class 17 contains 42596 members 
Mstep: Class 18 contains 5901 members 
Mstep: Class 19 contains 149038 members 
Mstep: Class 20 contains 3209 members 
Mstep: Class 22 contains 44536 members 
Mstep: Class 23 contains 172918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841824.000000 Penalty: 33373.367188
Iteration 116Q: 16 clusters Score -9.384182e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43316 members 
Mstep: Class 6 contains 4686 members 
Mstep: Class 8 contains 31878 members 
Mstep: Class 10 contains 61596 members 
Mstep: Class 13 contains 104038 members 
Mstep: Class 14 contains 1575 members 
Mstep: Class 16 contains 165627 members 
Mstep: Class 17 contains 42656 members 
Mstep: Class 18 contains 5865 members 
Mstep: Class 19 contains 148652 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 22 contains 44684 members 
Mstep: Class 23 contains 172890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841848.000000 Penalty: 33373.367188
Iteration 117Q: 16 clusters Score -9.384185e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43306 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 8 contains 31914 members 
Mstep: Class 10 contains 61737 members 
Mstep: Class 13 contains 104093 members 
Mstep: Class 14 contains 1569 members 
Mstep: Class 16 contains 165693 members 
Mstep: Class 17 contains 42710 members 
Mstep: Class 18 contains 5864 members 
Mstep: Class 19 contains 148244 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 172865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841952.000000 Penalty: 33373.367188
Iteration 118Q: 16 clusters Score -9.384195e+07 nChanged 1160
Entering ConstructFrom: 
Score: -93841952.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (48916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Entering Unmasked Estep 
Score: -5142092.000000 Penalty: 1754.652222
	Iteration 0F: 2 clusters Score -5142092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -5109339.500000 Penalty: 3509.304443
	Iteration 0F: 3 clusters Score -5109340 nChanged 22960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5122294.500000 Penalty: 3509.304443
	Iteration 1F: 3 clusters Score -5122294 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5122912.500000 Penalty: 3509.304443
	Iteration 2Q: 3 clusters Score -5122912 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5123787.500000 Penalty: 3509.304443
	Iteration 3Q: 3 clusters Score -5123788 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -5124992.000000 Penalty: 3509.304443
	Iteration 4F: 3 clusters Score -5124992 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -5126631.500000 Penalty: 3509.304443
	Iteration 5F: 3 clusters Score -5126632 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -5128889.000000 Penalty: 3509.304443
	Iteration 6F: 3 clusters Score -5128889 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5131693.500000 Penalty: 3509.304443
	Iteration 7F: 3 clusters Score -5131694 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -5134607.000000 Penalty: 3509.304443
	Iteration 8F: 3 clusters Score -5134607 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -5137235.000000 Penalty: 3509.304443
	Iteration 9F: 3 clusters Score -5137235 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5138911.500000 Penalty: 3509.304443
	Iteration 10Q: 3 clusters Score -5138912 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5139783.500000 Penalty: 3509.304443
	Iteration 11Q: 3 clusters Score -5139784 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5140223.500000 Penalty: 3509.304443
	Iteration 12Q: 3 clusters Score -5140224 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5140496.000000 Penalty: 3509.304443
	Iteration 13Q: 3 clusters Score -5140496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5140584.000000 Penalty: 3509.304443
	Iteration 14Q: 3 clusters Score -5140584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5140642.000000 Penalty: 3509.304443
	Iteration 15Q: 3 clusters Score -5140642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5140673.000000 Penalty: 3509.304443
	Iteration 16Q: 3 clusters Score -5140673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5140686.500000 Penalty: 3509.304443
	Iteration 17Q: 3 clusters Score -5140686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5140690.000000 Penalty: 3509.304443
	Iteration 18Q: 3 clusters Score -5140690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5140699.500000 Penalty: 3509.304443
	Iteration 19Q: 3 clusters Score -5140700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5140716.500000 Penalty: 3509.304443
	Iteration 20F: 3 clusters Score -5140716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5140731.000000 Penalty: 3509.304443
	Iteration 21Q: 3 clusters Score -5140731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5140729.500000 Penalty: 3509.304443
	Iteration 22Q: 3 clusters Score -5140730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5140728.500000 Penalty: 3509.304443
	Iteration 23Q: 3 clusters Score -5140728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5140731.500000 Penalty: 3509.304443
	Iteration 24Q: 3 clusters Score -5140732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5140734.500000 Penalty: 3509.304443
	Iteration 25Q: 3 clusters Score -5140734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5140733.500000 Penalty: 3509.304443
	Iteration 26Q: 3 clusters Score -5140734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5140732.500000 Penalty: 3509.304443
	Iteration 27Q: 3 clusters Score -5140732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5140732.500000 Penalty: 3509.304443
	Iteration 28F: 3 clusters Score -5140732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Entering Unmasked Estep 
Score: -406792.375000 Penalty: 1343.168091
	Iteration 0F: 2 clusters Score -406792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403555.906250 Penalty: 2686.336182
	Iteration 0F: 3 clusters Score -403555.9 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -404649.812500 Penalty: 2686.336182
	Iteration 1F: 3 clusters Score -404649.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -404882.187500 Penalty: 2686.336182
	Iteration 2F: 3 clusters Score -404882.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -405020.968750 Penalty: 2686.336182
	Iteration 3F: 3 clusters Score -405021 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -405162.500000 Penalty: 2686.336182
	Iteration 4F: 3 clusters Score -405162.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -405304.281250 Penalty: 2686.336182
	Iteration 5Q: 3 clusters Score -405304.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -405444.187500 Penalty: 2686.336182
	Iteration 6Q: 3 clusters Score -405444.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -405614.000000 Penalty: 2686.336182
	Iteration 7Q: 3 clusters Score -405614 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -405774.250000 Penalty: 2686.336182
	Iteration 8Q: 3 clusters Score -405774.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -405943.906250 Penalty: 2686.336182
	Iteration 9Q: 3 clusters Score -405943.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -406082.062500 Penalty: 2686.336182
	Iteration 10Q: 3 clusters Score -406082.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -406211.937500 Penalty: 2686.336182
	Iteration 11Q: 3 clusters Score -406211.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -406287.687500 Penalty: 2686.336182
	Iteration 12Q: 3 clusters Score -406287.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -406367.656250 Penalty: 2686.336182
	Iteration 13Q: 3 clusters Score -406367.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -406407.156250 Penalty: 2686.336182
	Iteration 14Q: 3 clusters Score -406407.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -406431.031250 Penalty: 2686.336182
	Iteration 15Q: 3 clusters Score -406431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -406441.562500 Penalty: 2686.336182
	Iteration 16Q: 3 clusters Score -406441.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -406450.937500 Penalty: 2686.336182
	Iteration 17Q: 3 clusters Score -406450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -406456.500000 Penalty: 2686.336182
	Iteration 18Q: 3 clusters Score -406456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -406464.437500 Penalty: 2686.336182
	Iteration 19Q: 3 clusters Score -406464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -406470.843750 Penalty: 2686.336182
	Iteration 20F: 3 clusters Score -406470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -406475.281250 Penalty: 2686.336182
	Iteration 21Q: 3 clusters Score -406475.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -406484.718750 Penalty: 2686.336182
	Iteration 22Q: 3 clusters Score -406484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -406491.750000 Penalty: 2686.336182
	Iteration 23Q: 3 clusters Score -406491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -406494.750000 Penalty: 2686.336182
	Iteration 24Q: 3 clusters Score -406494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -406497.343750 Penalty: 2686.336182
	Iteration 25Q: 3 clusters Score -406497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -406497.843750 Penalty: 2686.336182
	Iteration 26Q: 3 clusters Score -406497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -406498.031250 Penalty: 2686.336182
	Iteration 27Q: 3 clusters Score -406498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -406498.031250 Penalty: 2686.336182
	Iteration 28F: 3 clusters Score -406498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Entering Unmasked Estep 
Score: -4611523.000000 Penalty: 1734.842529
	Iteration 0F: 2 clusters Score -4611523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4582463.500000 Penalty: 3469.685059
	Iteration 0F: 3 clusters Score -4582464 nChanged 20337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4593859.500000 Penalty: 3469.685059
	Iteration 1F: 3 clusters Score -4593860 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4594528.000000 Penalty: 3469.685059
	Iteration 2Q: 3 clusters Score -4594528 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -4595473.000000 Penalty: 3469.685059
	Iteration 3F: 3 clusters Score -4595473 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4596982.000000 Penalty: 3469.685059
	Iteration 4F: 3 clusters Score -4596982 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4599296.500000 Penalty: 3469.685059
	Iteration 5F: 3 clusters Score -4599296 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -4602388.500000 Penalty: 3469.685059
	Iteration 6F: 3 clusters Score -4602388 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4605525.500000 Penalty: 3469.685059
	Iteration 7F: 3 clusters Score -4605526 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4607786.000000 Penalty: 3469.685059
	Iteration 8F: 3 clusters Score -4607786 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4609165.000000 Penalty: 3469.685059
	Iteration 9Q: 3 clusters Score -4609165 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4609946.500000 Penalty: 3469.685059
	Iteration 10Q: 3 clusters Score -4609946 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4610273.500000 Penalty: 3469.685059
	Iteration 11Q: 3 clusters Score -4610274 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4610412.000000 Penalty: 3469.685059
	Iteration 12Q: 3 clusters Score -4610412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4610487.500000 Penalty: 3469.685059
	Iteration 13Q: 3 clusters Score -4610488 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4610541.500000 Penalty: 3469.685059
	Iteration 14Q: 3 clusters Score -4610542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4610561.000000 Penalty: 3469.685059
	Iteration 15Q: 3 clusters Score -4610561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4610582.500000 Penalty: 3469.685059
	Iteration 16Q: 3 clusters Score -4610582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4610598.500000 Penalty: 3469.685059
	Iteration 17Q: 3 clusters Score -4610598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4610611.500000 Penalty: 3469.685059
	Iteration 18Q: 3 clusters Score -4610612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4610614.000000 Penalty: 3469.685059
	Iteration 19Q: 3 clusters Score -4610614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4610625.500000 Penalty: 3469.685059
	Iteration 20F: 3 clusters Score -4610626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4610629.000000 Penalty: 3469.685059
	Iteration 21Q: 3 clusters Score -4610629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4610632.500000 Penalty: 3469.685059
	Iteration 22Q: 3 clusters Score -4610632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4610640.000000 Penalty: 3469.685059
	Iteration 23Q: 3 clusters Score -4610640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4610641.000000 Penalty: 3469.685059
	Iteration 24Q: 3 clusters Score -4610641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4610633.000000 Penalty: 3469.685059
	Iteration 25Q: 3 clusters Score -4610633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4610635.000000 Penalty: 3469.685059
	Iteration 26Q: 3 clusters Score -4610635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4610635.000000 Penalty: 3469.685059
	Iteration 27Q: 3 clusters Score -4610635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4610633.500000 Penalty: 3469.685059
	Iteration 28Q: 3 clusters Score -4610634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4610633.000000 Penalty: 3469.685059
	Iteration 29Q: 3 clusters Score -4610633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4610634.000000 Penalty: 3469.685059
	Iteration 30Q: 3 clusters Score -4610634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4610634.000000 Penalty: 3469.685059
	Iteration 31F: 3 clusters Score -4610634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -521205.937500 Penalty: 1370.317627
	Iteration 0F: 2 clusters Score -521205.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -517443.468750 Penalty: 2740.635254
	Iteration 0F: 3 clusters Score -517443.5 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -518411.156250 Penalty: 2740.635254
	Iteration 1F: 3 clusters Score -518411.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -518551.875000 Penalty: 2740.635254
	Iteration 2F: 3 clusters Score -518551.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -518637.093750 Penalty: 2740.635254
	Iteration 3Q: 3 clusters Score -518637.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -518694.062500 Penalty: 2740.635254
	Iteration 4Q: 3 clusters Score -518694.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -518739.312500 Penalty: 2740.635254
	Iteration 5Q: 3 clusters Score -518739.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -518767.750000 Penalty: 2740.635254
	Iteration 6Q: 3 clusters Score -518767.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -518795.312500 Penalty: 2740.635254
	Iteration 7Q: 3 clusters Score -518795.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -518832.093750 Penalty: 2740.635254
	Iteration 8Q: 3 clusters Score -518832.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -518872.906250 Penalty: 2740.635254
	Iteration 9Q: 3 clusters Score -518872.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -518903.812500 Penalty: 2740.635254
	Iteration 10Q: 3 clusters Score -518903.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -518945.187500 Penalty: 2740.635254
	Iteration 11Q: 3 clusters Score -518945.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -518991.031250 Penalty: 2740.635254
	Iteration 12Q: 3 clusters Score -518991 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -519036.781250 Penalty: 2740.635254
	Iteration 13Q: 3 clusters Score -519036.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -519079.406250 Penalty: 2740.635254
	Iteration 14Q: 3 clusters Score -519079.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -519119.750000 Penalty: 2740.635254
	Iteration 15Q: 3 clusters Score -519119.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -519167.625000 Penalty: 2740.635254
	Iteration 16Q: 3 clusters Score -519167.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -519226.187500 Penalty: 2740.635254
	Iteration 17Q: 3 clusters Score -519226.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -519291.718750 Penalty: 2740.635254
	Iteration 18Q: 3 clusters Score -519291.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -519354.906250 Penalty: 2740.635254
	Iteration 19Q: 3 clusters Score -519354.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -519429.125000 Penalty: 2740.635254
	Iteration 20F: 3 clusters Score -519429.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -519515.656250 Penalty: 2740.635254
	Iteration 21Q: 3 clusters Score -519515.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -519596.406250 Penalty: 2740.635254
	Iteration 22Q: 3 clusters Score -519596.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -519674.750000 Penalty: 2740.635254
	Iteration 23Q: 3 clusters Score -519674.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -519749.000000 Penalty: 2740.635254
	Iteration 24Q: 3 clusters Score -519749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -519813.531250 Penalty: 2740.635254
	Iteration 25Q: 3 clusters Score -519813.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -519857.812500 Penalty: 2740.635254
	Iteration 26Q: 3 clusters Score -519857.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -519892.343750 Penalty: 2740.635254
	Iteration 27Q: 3 clusters Score -519892.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -519921.656250 Penalty: 2740.635254
	Iteration 28Q: 3 clusters Score -519921.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -519951.718750 Penalty: 2740.635254
	Iteration 29Q: 3 clusters Score -519951.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -519979.093750 Penalty: 2740.635254
	Iteration 30Q: 3 clusters Score -519979.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -519990.250000 Penalty: 2740.635254
	Iteration 31Q: 3 clusters Score -519990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -519995.687500 Penalty: 2740.635254
	Iteration 32Q: 3 clusters Score -519995.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -519999.812500 Penalty: 2740.635254
	Iteration 33Q: 3 clusters Score -519999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -520002.906250 Penalty: 2740.635254
	Iteration 34Q: 3 clusters Score -520002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -520008.562500 Penalty: 2740.635254
	Iteration 35Q: 3 clusters Score -520008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -520012.937500 Penalty: 2740.635254
	Iteration 36Q: 3 clusters Score -520012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -520012.750000 Penalty: 2740.635254
	Iteration 37Q: 3 clusters Score -520012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -520012.750000 Penalty: 2740.635254
	Iteration 38F: 3 clusters Score -520012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Entering Unmasked Estep 
Score: -3509815.000000 Penalty: 1685.438232
	Iteration 0F: 2 clusters Score -3509815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3488197.000000 Penalty: 3370.876465
	Iteration 0F: 3 clusters Score -3488197 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3496337.750000 Penalty: 3370.876465
	Iteration 1F: 3 clusters Score -3496338 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3496859.750000 Penalty: 3370.876465
	Iteration 2Q: 3 clusters Score -3496860 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3497495.250000 Penalty: 3370.876465
	Iteration 3Q: 3 clusters Score -3497495 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3498294.500000 Penalty: 3370.876465
	Iteration 4F: 3 clusters Score -3498294 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3499457.250000 Penalty: 3370.876465
	Iteration 5F: 3 clusters Score -3499457 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3501118.000000 Penalty: 3370.876465
	Iteration 6F: 3 clusters Score -3501118 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3503203.000000 Penalty: 3370.876465
	Iteration 7F: 3 clusters Score -3503203 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3505073.250000 Penalty: 3370.876465
	Iteration 8F: 3 clusters Score -3505073 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3506284.000000 Penalty: 3370.876465
	Iteration 9Q: 3 clusters Score -3506284 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3507016.000000 Penalty: 3370.876465
	Iteration 10Q: 3 clusters Score -3507016 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3507417.000000 Penalty: 3370.876465
	Iteration 11Q: 3 clusters Score -3507417 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3507647.000000 Penalty: 3370.876465
	Iteration 12Q: 3 clusters Score -3507647 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3507805.500000 Penalty: 3370.876465
	Iteration 13Q: 3 clusters Score -3507806 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3507924.500000 Penalty: 3370.876465
	Iteration 14Q: 3 clusters Score -3507924 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3508005.750000 Penalty: 3370.876465
	Iteration 15Q: 3 clusters Score -3508006 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3508090.250000 Penalty: 3370.876465
	Iteration 16Q: 3 clusters Score -3508090 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3508180.250000 Penalty: 3370.876465
	Iteration 17Q: 3 clusters Score -3508180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3508245.250000 Penalty: 3370.876465
	Iteration 18Q: 3 clusters Score -3508245 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3508315.250000 Penalty: 3370.876465
	Iteration 19Q: 3 clusters Score -3508315 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3508361.250000 Penalty: 3370.876465
	Iteration 20F: 3 clusters Score -3508361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3508399.250000 Penalty: 3370.876465
	Iteration 21Q: 3 clusters Score -3508399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3508420.500000 Penalty: 3370.876465
	Iteration 22Q: 3 clusters Score -3508420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3508439.000000 Penalty: 3370.876465
	Iteration 23Q: 3 clusters Score -3508439 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3508460.500000 Penalty: 3370.876465
	Iteration 24Q: 3 clusters Score -3508460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3508465.750000 Penalty: 3370.876465
	Iteration 25Q: 3 clusters Score -3508466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3508481.750000 Penalty: 3370.876465
	Iteration 26Q: 3 clusters Score -3508482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3508496.500000 Penalty: 3370.876465
	Iteration 27Q: 3 clusters Score -3508496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3508511.000000 Penalty: 3370.876465
	Iteration 28Q: 3 clusters Score -3508511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3508517.500000 Penalty: 3370.876465
	Iteration 29Q: 3 clusters Score -3508518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3508524.250000 Penalty: 3370.876465
	Iteration 30Q: 3 clusters Score -3508524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3508529.000000 Penalty: 3370.876465
	Iteration 31Q: 3 clusters Score -3508529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3508535.250000 Penalty: 3370.876465
	Iteration 32Q: 3 clusters Score -3508535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3508530.250000 Penalty: 3370.876465
	Iteration 33Q: 3 clusters Score -3508530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3508531.500000 Penalty: 3370.876465
	Iteration 34Q: 3 clusters Score -3508532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3508544.000000 Penalty: 3370.876465
	Iteration 35Q: 3 clusters Score -3508544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3508544.000000 Penalty: 3370.876465
	Iteration 36Q: 3 clusters Score -3508544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3508549.250000 Penalty: 3370.876465
	Iteration 37Q: 3 clusters Score -3508549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3508546.750000 Penalty: 3370.876465
	Iteration 38Q: 3 clusters Score -3508547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3508546.000000 Penalty: 3370.876465
	Iteration 39Q: 3 clusters Score -3508546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3508546.750000 Penalty: 3370.876465
	Iteration 40F: 3 clusters Score -3508547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3508547.750000 Penalty: 3370.876465
	Iteration 41Q: 3 clusters Score -3508548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3508550.250000 Penalty: 3370.876465
	Iteration 42Q: 3 clusters Score -3508550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3508548.000000 Penalty: 3370.876465
	Iteration 43Q: 3 clusters Score -3508548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3508548.750000 Penalty: 3370.876465
	Iteration 44Q: 3 clusters Score -3508549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3508550.750000 Penalty: 3370.876465
	Iteration 45Q: 3 clusters Score -3508551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3508550.750000 Penalty: 3370.876465
	Iteration 46F: 3 clusters Score -3508551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Entering Unmasked Estep 
Score: -6773608.000000 Penalty: 1792.873169
	Iteration 0F: 2 clusters Score -6773608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -6732220.500000 Penalty: 3585.746338
	Iteration 0F: 3 clusters Score -6732220 nChanged 29288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -6748668.500000 Penalty: 3585.746338
	Iteration 1F: 3 clusters Score -6748668 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -6749140.000000 Penalty: 3585.746338
	Iteration 2Q: 3 clusters Score -6749140 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -6749751.000000 Penalty: 3585.746338
	Iteration 3Q: 3 clusters Score -6749751 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -6750698.500000 Penalty: 3585.746338
	Iteration 4Q: 3 clusters Score -6750698 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -6752103.500000 Penalty: 3585.746338
	Iteration 5Q: 3 clusters Score -6752104 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -6754123.000000 Penalty: 3585.746338
	Iteration 6F: 3 clusters Score -6754123 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -6756851.500000 Penalty: 3585.746338
	Iteration 7F: 3 clusters Score -6756852 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -6760128.500000 Penalty: 3585.746338
	Iteration 8F: 3 clusters Score -6760128 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -6763261.000000 Penalty: 3585.746338
	Iteration 9F: 3 clusters Score -6763261 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -6765768.500000 Penalty: 3585.746338
	Iteration 10Q: 3 clusters Score -6765768 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -6767540.000000 Penalty: 3585.746338
	Iteration 11Q: 3 clusters Score -6767540 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -6768786.000000 Penalty: 3585.746338
	Iteration 12Q: 3 clusters Score -6768786 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -6769689.500000 Penalty: 3585.746338
	Iteration 13Q: 3 clusters Score -6769690 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -6770325.000000 Penalty: 3585.746338
	Iteration 14Q: 3 clusters Score -6770325 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -6770776.500000 Penalty: 3585.746338
	Iteration 15Q: 3 clusters Score -6770776 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -6771150.000000 Penalty: 3585.746338
	Iteration 16Q: 3 clusters Score -6771150 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -6771394.500000 Penalty: 3585.746338
	Iteration 17Q: 3 clusters Score -6771394 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -6771563.500000 Penalty: 3585.746338
	Iteration 18Q: 3 clusters Score -6771564 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -6771688.000000 Penalty: 3585.746338
	Iteration 19Q: 3 clusters Score -6771688 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -6771798.000000 Penalty: 3585.746338
	Iteration 20F: 3 clusters Score -6771798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -6771846.000000 Penalty: 3585.746338
	Iteration 21Q: 3 clusters Score -6771846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -6771904.500000 Penalty: 3585.746338
	Iteration 22Q: 3 clusters Score -6771904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -6771949.000000 Penalty: 3585.746338
	Iteration 23Q: 3 clusters Score -6771949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -6771958.500000 Penalty: 3585.746338
	Iteration 24Q: 3 clusters Score -6771958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -6771992.500000 Penalty: 3585.746338
	Iteration 25Q: 3 clusters Score -6771992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -6772005.000000 Penalty: 3585.746338
	Iteration 26Q: 3 clusters Score -6772005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -6772011.000000 Penalty: 3585.746338
	Iteration 27Q: 3 clusters Score -6772011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -6772023.500000 Penalty: 3585.746338
	Iteration 28Q: 3 clusters Score -6772024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -6772024.500000 Penalty: 3585.746338
	Iteration 29Q: 3 clusters Score -6772024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -6772029.500000 Penalty: 3585.746338
	Iteration 30Q: 3 clusters Score -6772030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 61401 members 
Entering Unmasked Estep 
Score: -6772035.000000 Penalty: 3585.746338
	Iteration 31Q: 3 clusters Score -6772035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -6772038.000000 Penalty: 3585.746338
	Iteration 32Q: 3 clusters Score -6772038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -6772039.000000 Penalty: 3585.746338
	Iteration 33Q: 3 clusters Score -6772039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -6772046.500000 Penalty: 3585.746338
	Iteration 34Q: 3 clusters Score -6772046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -6772046.500000 Penalty: 3585.746338
	Iteration 35Q: 3 clusters Score -6772046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -6772044.500000 Penalty: 3585.746338
	Iteration 36Q: 3 clusters Score -6772044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -6772041.500000 Penalty: 3585.746338
	Iteration 37Q: 3 clusters Score -6772042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -6772043.500000 Penalty: 3585.746338
	Iteration 38Q: 3 clusters Score -6772044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -6772041.500000 Penalty: 3585.746338
	Iteration 39Q: 3 clusters Score -6772042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -6772041.500000 Penalty: 3585.746338
	Iteration 40F: 3 clusters Score -6772042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (104181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Entering Unmasked Estep 
Score: -11316463.000000 Penalty: 1877.506348
	Iteration 0F: 2 clusters Score -1.131646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -11246459.000000 Penalty: 3755.012695
	Iteration 0F: 3 clusters Score -1.124646e+07 nChanged 50046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -11275459.000000 Penalty: 3755.012695
	Iteration 1F: 3 clusters Score -1.127546e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -11276020.000000 Penalty: 3755.012695
	Iteration 2Q: 3 clusters Score -1.127602e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -11276871.000000 Penalty: 3755.012695
	Iteration 3Q: 3 clusters Score -1.127687e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -11278126.000000 Penalty: 3755.012695
	Iteration 4Q: 3 clusters Score -1.127813e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -11280361.000000 Penalty: 3755.012695
	Iteration 5Q: 3 clusters Score -1.128036e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -11284547.000000 Penalty: 3755.012695
	Iteration 6F: 3 clusters Score -1.128455e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -11291828.000000 Penalty: 3755.012695
	Iteration 7F: 3 clusters Score -1.129183e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -11301333.000000 Penalty: 3755.012695
	Iteration 8F: 3 clusters Score -1.130133e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -11309353.000000 Penalty: 3755.012695
	Iteration 9F: 3 clusters Score -1.130935e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11313227.000000 Penalty: 3755.012695
	Iteration 10Q: 3 clusters Score -1.131323e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103767 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11314321.000000 Penalty: 3755.012695
	Iteration 11Q: 3 clusters Score -1.131432e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104000 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11314592.000000 Penalty: 3755.012695
	Iteration 12Q: 3 clusters Score -1.131459e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11314677.000000 Penalty: 3755.012695
	Iteration 13Q: 3 clusters Score -1.131468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11314700.000000 Penalty: 3755.012695
	Iteration 14Q: 3 clusters Score -1.13147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11314730.000000 Penalty: 3755.012695
	Iteration 15Q: 3 clusters Score -1.131473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11314737.000000 Penalty: 3755.012695
	Iteration 16Q: 3 clusters Score -1.131474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11314742.000000 Penalty: 3755.012695
	Iteration 17Q: 3 clusters Score -1.131474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11314747.000000 Penalty: 3755.012695
	Iteration 18Q: 3 clusters Score -1.131475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11314747.000000 Penalty: 3755.012695
	Iteration 19F: 3 clusters Score -1.131475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -151237.937500 Penalty: 1195.499268
	Iteration 0F: 2 clusters Score -151237.9 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 778 members 
Entering Unmasked Estep 
Score: -149567.859375 Penalty: 2390.998535
	Iteration 0F: 3 clusters Score -149567.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -150172.468750 Penalty: 2390.998535
	Iteration 1F: 3 clusters Score -150172.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -150551.718750 Penalty: 2390.998535
	Iteration 2F: 3 clusters Score -150551.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -150926.109375 Penalty: 2390.998535
	Iteration 3F: 3 clusters Score -150926.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -151198.171875 Penalty: 2390.998535
	Iteration 4F: 3 clusters Score -151198.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -151417.765625 Penalty: 2390.998535
	Iteration 5Q: 3 clusters Score -151417.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -151563.375000 Penalty: 2390.998535
	Iteration 6Q: 3 clusters Score -151563.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -151623.968750 Penalty: 2390.998535
	Iteration 7Q: 3 clusters Score -151624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -151651.968750 Penalty: 2390.998535
	Iteration 8Q: 3 clusters Score -151652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -151668.484375 Penalty: 2390.998535
	Iteration 9Q: 3 clusters Score -151668.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -151677.703125 Penalty: 2390.998535
	Iteration 10Q: 3 clusters Score -151677.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -151687.546875 Penalty: 2390.998535
	Iteration 11Q: 3 clusters Score -151687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -151690.468750 Penalty: 2390.998535
	Iteration 12Q: 3 clusters Score -151690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -151694.046875 Penalty: 2390.998535
	Iteration 13Q: 3 clusters Score -151694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -151697.265625 Penalty: 2390.998535
	Iteration 14Q: 3 clusters Score -151697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -151699.078125 Penalty: 2390.998535
	Iteration 15Q: 3 clusters Score -151699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -151699.500000 Penalty: 2390.998535
	Iteration 16Q: 3 clusters Score -151699.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -151699.500000 Penalty: 2390.998535
	Iteration 17F: 3 clusters Score -151699.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43302 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 8 contains 31950 members 
Mstep: Class 10 contains 61887 members 
Mstep: Class 13 contains 104181 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 16 contains 165710 members 
Mstep: Class 17 contains 42773 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 147841 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 22 contains 44951 members 
Mstep: Class 23 contains 172848 members 
Entering Unmasked Estep 
Score: -93841368.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93841952.000000 to -93841368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (165710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Entering Unmasked Estep 
Score: -17965558.000000 Penalty: 1952.924194
	Iteration 0F: 2 clusters Score -1.796556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -17855416.000000 Penalty: 3905.848389
	Iteration 0F: 3 clusters Score -1.785542e+07 nChanged 79795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -17903224.000000 Penalty: 3905.848389
	Iteration 1F: 3 clusters Score -1.790322e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -17905092.000000 Penalty: 3905.848389
	Iteration 2Q: 3 clusters Score -1.790509e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -17907622.000000 Penalty: 3905.848389
	Iteration 3Q: 3 clusters Score -1.790762e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -17911390.000000 Penalty: 3905.848389
	Iteration 4Q: 3 clusters Score -1.791139e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 86468 members 
Entering Unmasked Estep 
Score: -17916666.000000 Penalty: 3905.848389
	Iteration 5F: 3 clusters Score -1.791667e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -17923512.000000 Penalty: 3905.848389
	Iteration 6F: 3 clusters Score -1.792351e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73144 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -17932018.000000 Penalty: 3905.848389
	Iteration 7F: 3 clusters Score -1.793202e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -17939646.000000 Penalty: 3905.848389
	Iteration 8F: 3 clusters Score -1.793965e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 98551 members 
Entering Unmasked Estep 
Score: -17943384.000000 Penalty: 3905.848389
	Iteration 9Q: 3 clusters Score -1.794338e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -17945078.000000 Penalty: 3905.848389
	Iteration 10Q: 3 clusters Score -1.794508e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -17946040.000000 Penalty: 3905.848389
	Iteration 11Q: 3 clusters Score -1.794604e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -17946908.000000 Penalty: 3905.848389
	Iteration 12Q: 3 clusters Score -1.794691e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -17947690.000000 Penalty: 3905.848389
	Iteration 13Q: 3 clusters Score -1.794769e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 109209 members 
Entering Unmasked Estep 
Score: -17948574.000000 Penalty: 3905.848389
	Iteration 14Q: 3 clusters Score -1.794857e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -17949252.000000 Penalty: 3905.848389
	Iteration 15Q: 3 clusters Score -1.794925e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 113239 members 
Entering Unmasked Estep 
Score: -17949990.000000 Penalty: 3905.848389
	Iteration 16Q: 3 clusters Score -1.794999e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 115276 members 
Entering Unmasked Estep 
Score: -17950548.000000 Penalty: 3905.848389
	Iteration 17Q: 3 clusters Score -1.795055e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 117295 members 
Entering Unmasked Estep 
Score: -17951014.000000 Penalty: 3905.848389
	Iteration 18Q: 3 clusters Score -1.795101e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 119243 members 
Entering Unmasked Estep 
Score: -17951478.000000 Penalty: 3905.848389
	Iteration 19Q: 3 clusters Score -1.795148e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 121186 members 
Entering Unmasked Estep 
Score: -17951974.000000 Penalty: 3905.848389
	Iteration 20F: 3 clusters Score -1.795197e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -17952388.000000 Penalty: 3905.848389
	Iteration 21Q: 3 clusters Score -1.795239e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -17952842.000000 Penalty: 3905.848389
	Iteration 22Q: 3 clusters Score -1.795284e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 126974 members 
Entering Unmasked Estep 
Score: -17953410.000000 Penalty: 3905.848389
	Iteration 23Q: 3 clusters Score -1.795341e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -17953926.000000 Penalty: 3905.848389
	Iteration 24Q: 3 clusters Score -1.795393e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 130964 members 
Entering Unmasked Estep 
Score: -17954390.000000 Penalty: 3905.848389
	Iteration 25Q: 3 clusters Score -1.795439e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 133005 members 
Entering Unmasked Estep 
Score: -17954926.000000 Penalty: 3905.848389
	Iteration 26Q: 3 clusters Score -1.795493e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 135105 members 
Entering Unmasked Estep 
Score: -17955486.000000 Penalty: 3905.848389
	Iteration 27Q: 3 clusters Score -1.795549e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -17956110.000000 Penalty: 3905.848389
	Iteration 28Q: 3 clusters Score -1.795611e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 139281 members 
Entering Unmasked Estep 
Score: -17956720.000000 Penalty: 3905.848389
	Iteration 29Q: 3 clusters Score -1.795672e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 141226 members 
Entering Unmasked Estep 
Score: -17957248.000000 Penalty: 3905.848389
	Iteration 30Q: 3 clusters Score -1.795725e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 143046 members 
Entering Unmasked Estep 
Score: -17957814.000000 Penalty: 3905.848389
	Iteration 31Q: 3 clusters Score -1.795781e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 144852 members 
Entering Unmasked Estep 
Score: -17958442.000000 Penalty: 3905.848389
	Iteration 32Q: 3 clusters Score -1.795844e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 146640 members 
Entering Unmasked Estep 
Score: -17958978.000000 Penalty: 3905.848389
	Iteration 33Q: 3 clusters Score -1.795898e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -17959498.000000 Penalty: 3905.848389
	Iteration 34Q: 3 clusters Score -1.79595e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 150066 members 
Entering Unmasked Estep 
Score: -17959972.000000 Penalty: 3905.848389
	Iteration 35Q: 3 clusters Score -1.795997e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 151644 members 
Entering Unmasked Estep 
Score: -17960416.000000 Penalty: 3905.848389
	Iteration 36Q: 3 clusters Score -1.796042e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 153064 members 
Entering Unmasked Estep 
Score: -17960820.000000 Penalty: 3905.848389
	Iteration 37Q: 3 clusters Score -1.796082e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -17961308.000000 Penalty: 3905.848389
	Iteration 38Q: 3 clusters Score -1.796131e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 155560 members 
Entering Unmasked Estep 
Score: -17961712.000000 Penalty: 3905.848389
	Iteration 39Q: 3 clusters Score -1.796171e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -17962078.000000 Penalty: 3905.848389
	Iteration 40F: 3 clusters Score -1.796208e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 157585 members 
Entering Unmasked Estep 
Score: -17962342.000000 Penalty: 3905.848389
	Iteration 41Q: 3 clusters Score -1.796234e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 158444 members 
Entering Unmasked Estep 
Score: -17962608.000000 Penalty: 3905.848389
	Iteration 42Q: 3 clusters Score -1.796261e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 159185 members 
Entering Unmasked Estep 
Score: -17962852.000000 Penalty: 3905.848389
	Iteration 43Q: 3 clusters Score -1.796285e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -17963038.000000 Penalty: 3905.848389
	Iteration 44Q: 3 clusters Score -1.796304e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 160416 members 
Entering Unmasked Estep 
Score: -17963208.000000 Penalty: 3905.848389
	Iteration 45Q: 3 clusters Score -1.796321e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 160931 members 
Entering Unmasked Estep 
Score: -17963320.000000 Penalty: 3905.848389
	Iteration 46Q: 3 clusters Score -1.796332e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 161372 members 
Entering Unmasked Estep 
Score: -17963446.000000 Penalty: 3905.848389
	Iteration 47Q: 3 clusters Score -1.796345e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 161769 members 
Entering Unmasked Estep 
Score: -17963502.000000 Penalty: 3905.848389
	Iteration 48Q: 3 clusters Score -1.79635e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -17963662.000000 Penalty: 3905.848389
	Iteration 49Q: 3 clusters Score -1.796366e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -17963744.000000 Penalty: 3905.848389
	Iteration 50Q: 3 clusters Score -1.796374e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 162693 members 
Entering Unmasked Estep 
Score: -17963820.000000 Penalty: 3905.848389
	Iteration 51Q: 3 clusters Score -1.796382e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 162924 members 
Entering Unmasked Estep 
Score: -17963924.000000 Penalty: 3905.848389
	Iteration 52Q: 3 clusters Score -1.796392e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 163126 members 
Entering Unmasked Estep 
Score: -17964010.000000 Penalty: 3905.848389
	Iteration 53Q: 3 clusters Score -1.796401e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -17964036.000000 Penalty: 3905.848389
	Iteration 54Q: 3 clusters Score -1.796404e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 163434 members 
Entering Unmasked Estep 
Score: -17964062.000000 Penalty: 3905.848389
	Iteration 55Q: 3 clusters Score -1.796406e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 163552 members 
Entering Unmasked Estep 
Score: -17964074.000000 Penalty: 3905.848389
	Iteration 56Q: 3 clusters Score -1.796407e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 163667 members 
Entering Unmasked Estep 
Score: -17964108.000000 Penalty: 3905.848389
	Iteration 57Q: 3 clusters Score -1.796411e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 163759 members 
Entering Unmasked Estep 
Score: -17964086.000000 Penalty: 3905.848389
	Iteration 58Q: 3 clusters Score -1.796409e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -17964090.000000 Penalty: 3905.848389
	Iteration 59Q: 3 clusters Score -1.796409e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -17964124.000000 Penalty: 3905.848389
	Iteration 60F: 3 clusters Score -1.796412e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 164005 members 
Entering Unmasked Estep 
Score: -17964150.000000 Penalty: 3905.848389
	Iteration 61Q: 3 clusters Score -1.796415e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 164064 members 
Entering Unmasked Estep 
Score: -17964172.000000 Penalty: 3905.848389
	Iteration 62Q: 3 clusters Score -1.796417e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 164109 members 
Entering Unmasked Estep 
Score: -17964190.000000 Penalty: 3905.848389
	Iteration 63Q: 3 clusters Score -1.796419e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -17964200.000000 Penalty: 3905.848389
	Iteration 64Q: 3 clusters Score -1.79642e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 164190 members 
Entering Unmasked Estep 
Score: -17964240.000000 Penalty: 3905.848389
	Iteration 65Q: 3 clusters Score -1.796424e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -17964258.000000 Penalty: 3905.848389
	Iteration 66Q: 3 clusters Score -1.796426e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -17964252.000000 Penalty: 3905.848389
	Iteration 67Q: 3 clusters Score -1.796425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -17964268.000000 Penalty: 3905.848389
	Iteration 68Q: 3 clusters Score -1.796427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -17964286.000000 Penalty: 3905.848389
	Iteration 69Q: 3 clusters Score -1.796429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 164331 members 
Entering Unmasked Estep 
Score: -17964306.000000 Penalty: 3905.848389
	Iteration 70Q: 3 clusters Score -1.796431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 164347 members 
Entering Unmasked Estep 
Score: -17964296.000000 Penalty: 3905.848389
	Iteration 71Q: 3 clusters Score -1.79643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 164359 members 
Entering Unmasked Estep 
Score: -17964306.000000 Penalty: 3905.848389
	Iteration 72Q: 3 clusters Score -1.796431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 164370 members 
Entering Unmasked Estep 
Score: -17964314.000000 Penalty: 3905.848389
	Iteration 73Q: 3 clusters Score -1.796431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 164377 members 
Entering Unmasked Estep 
Score: -17964318.000000 Penalty: 3905.848389
	Iteration 74Q: 3 clusters Score -1.796432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 164384 members 
Entering Unmasked Estep 
Score: -17964310.000000 Penalty: 3905.848389
	Iteration 75Q: 3 clusters Score -1.796431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 164390 members 
Entering Unmasked Estep 
Score: -17964300.000000 Penalty: 3905.848389
	Iteration 76Q: 3 clusters Score -1.79643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 164393 members 
Entering Unmasked Estep 
Score: -17964306.000000 Penalty: 3905.848389
	Iteration 77Q: 3 clusters Score -1.796431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -17964300.000000 Penalty: 3905.848389
	Iteration 78Q: 3 clusters Score -1.79643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 164397 members 
Entering Unmasked Estep 
Score: -17964308.000000 Penalty: 3905.848389
	Iteration 79Q: 3 clusters Score -1.796431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 164401 members 
Entering Unmasked Estep 
Score: -17964326.000000 Penalty: 3905.848389
	Iteration 80F: 3 clusters Score -1.796433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Entering Unmasked Estep 
Score: -4700310.500000 Penalty: 1732.845093
	Iteration 0F: 2 clusters Score -4700310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4671559.500000 Penalty: 3465.690186
	Iteration 0F: 3 clusters Score -4671560 nChanged 20082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4682989.500000 Penalty: 3465.690186
	Iteration 1F: 3 clusters Score -4682990 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4683644.000000 Penalty: 3465.690186
	Iteration 2Q: 3 clusters Score -4683644 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4684531.000000 Penalty: 3465.690186
	Iteration 3Q: 3 clusters Score -4684531 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4685672.000000 Penalty: 3465.690186
	Iteration 4F: 3 clusters Score -4685672 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4687241.500000 Penalty: 3465.690186
	Iteration 5F: 3 clusters Score -4687242 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4689278.000000 Penalty: 3465.690186
	Iteration 6F: 3 clusters Score -4689278 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4691588.500000 Penalty: 3465.690186
	Iteration 7F: 3 clusters Score -4691588 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4693821.000000 Penalty: 3465.690186
	Iteration 8F: 3 clusters Score -4693821 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -4695461.500000 Penalty: 3465.690186
	Iteration 9Q: 3 clusters Score -4695462 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -4696463.000000 Penalty: 3465.690186
	Iteration 10Q: 3 clusters Score -4696463 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4697094.000000 Penalty: 3465.690186
	Iteration 11Q: 3 clusters Score -4697094 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -4697513.000000 Penalty: 3465.690186
	Iteration 12Q: 3 clusters Score -4697513 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4697830.500000 Penalty: 3465.690186
	Iteration 13Q: 3 clusters Score -4697830 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4698060.000000 Penalty: 3465.690186
	Iteration 14Q: 3 clusters Score -4698060 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4698240.000000 Penalty: 3465.690186
	Iteration 15Q: 3 clusters Score -4698240 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4698382.000000 Penalty: 3465.690186
	Iteration 16Q: 3 clusters Score -4698382 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4698489.500000 Penalty: 3465.690186
	Iteration 17Q: 3 clusters Score -4698490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4698572.000000 Penalty: 3465.690186
	Iteration 18Q: 3 clusters Score -4698572 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4698630.500000 Penalty: 3465.690186
	Iteration 19Q: 3 clusters Score -4698630 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4698690.000000 Penalty: 3465.690186
	Iteration 20F: 3 clusters Score -4698690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4698737.500000 Penalty: 3465.690186
	Iteration 21Q: 3 clusters Score -4698738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4698767.500000 Penalty: 3465.690186
	Iteration 22Q: 3 clusters Score -4698768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4698784.500000 Penalty: 3465.690186
	Iteration 23Q: 3 clusters Score -4698784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4698803.500000 Penalty: 3465.690186
	Iteration 24Q: 3 clusters Score -4698804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4698814.500000 Penalty: 3465.690186
	Iteration 25Q: 3 clusters Score -4698814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4698837.000000 Penalty: 3465.690186
	Iteration 26Q: 3 clusters Score -4698837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4698846.500000 Penalty: 3465.690186
	Iteration 27Q: 3 clusters Score -4698846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4698857.000000 Penalty: 3465.690186
	Iteration 28Q: 3 clusters Score -4698857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4698871.000000 Penalty: 3465.690186
	Iteration 29Q: 3 clusters Score -4698871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4698871.000000 Penalty: 3465.690186
	Iteration 30Q: 3 clusters Score -4698871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4698876.000000 Penalty: 3465.690186
	Iteration 31Q: 3 clusters Score -4698876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4698882.000000 Penalty: 3465.690186
	Iteration 32Q: 3 clusters Score -4698882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4698883.500000 Penalty: 3465.690186
	Iteration 33Q: 3 clusters Score -4698884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4698881.500000 Penalty: 3465.690186
	Iteration 34Q: 3 clusters Score -4698882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4698892.500000 Penalty: 3465.690186
	Iteration 35Q: 3 clusters Score -4698892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4698890.500000 Penalty: 3465.690186
	Iteration 36Q: 3 clusters Score -4698890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4698890.500000 Penalty: 3465.690186
	Iteration 37Q: 3 clusters Score -4698890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4698889.500000 Penalty: 3465.690186
	Iteration 38Q: 3 clusters Score -4698890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4698897.000000 Penalty: 3465.690186
	Iteration 39Q: 3 clusters Score -4698897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4698907.000000 Penalty: 3465.690186
	Iteration 40F: 3 clusters Score -4698907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4698902.500000 Penalty: 3465.690186
	Iteration 41Q: 3 clusters Score -4698902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4698904.500000 Penalty: 3465.690186
	Iteration 42Q: 3 clusters Score -4698904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4698903.000000 Penalty: 3465.690186
	Iteration 43Q: 3 clusters Score -4698903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4698899.000000 Penalty: 3465.690186
	Iteration 44Q: 3 clusters Score -4698899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4698903.000000 Penalty: 3465.690186
	Iteration 45Q: 3 clusters Score -4698903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4698903.000000 Penalty: 3465.690186
	Iteration 46Q: 3 clusters Score -4698903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4698909.000000 Penalty: 3465.690186
	Iteration 47Q: 3 clusters Score -4698909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4698915.000000 Penalty: 3465.690186
	Iteration 48Q: 3 clusters Score -4698915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4698917.500000 Penalty: 3465.690186
	Iteration 49Q: 3 clusters Score -4698918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4698917.500000 Penalty: 3465.690186
	Iteration 50Q: 3 clusters Score -4698918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4698911.500000 Penalty: 3465.690186
	Iteration 51Q: 3 clusters Score -4698912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4698917.000000 Penalty: 3465.690186
	Iteration 52Q: 3 clusters Score -4698917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4698918.500000 Penalty: 3465.690186
	Iteration 53Q: 3 clusters Score -4698918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4698919.000000 Penalty: 3465.690186
	Iteration 54Q: 3 clusters Score -4698919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4698919.500000 Penalty: 3465.690186
	Iteration 55Q: 3 clusters Score -4698920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4698925.500000 Penalty: 3465.690186
	Iteration 56Q: 3 clusters Score -4698926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4698925.500000 Penalty: 3465.690186
	Iteration 57F: 3 clusters Score -4698926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Entering Unmasked Estep 
Score: -633567.875000 Penalty: 1409.640259
	Iteration 0F: 2 clusters Score -633567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -629098.562500 Penalty: 2819.280518
	Iteration 0F: 3 clusters Score -629098.6 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -630398.500000 Penalty: 2819.280518
	Iteration 1F: 3 clusters Score -630398.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -630572.437500 Penalty: 2819.280518
	Iteration 2F: 3 clusters Score -630572.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -630706.500000 Penalty: 2819.280518
	Iteration 3Q: 3 clusters Score -630706.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -630825.312500 Penalty: 2819.280518
	Iteration 4Q: 3 clusters Score -630825.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -630932.500000 Penalty: 2819.280518
	Iteration 5Q: 3 clusters Score -630932.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -631042.687500 Penalty: 2819.280518
	Iteration 6Q: 3 clusters Score -631042.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -631168.687500 Penalty: 2819.280518
	Iteration 7Q: 3 clusters Score -631168.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -631320.937500 Penalty: 2819.280518
	Iteration 8Q: 3 clusters Score -631320.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -631451.500000 Penalty: 2819.280518
	Iteration 9Q: 3 clusters Score -631451.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -631582.125000 Penalty: 2819.280518
	Iteration 10Q: 3 clusters Score -631582.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -631717.562500 Penalty: 2819.280518
	Iteration 11Q: 3 clusters Score -631717.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -631849.250000 Penalty: 2819.280518
	Iteration 12Q: 3 clusters Score -631849.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -631959.125000 Penalty: 2819.280518
	Iteration 13Q: 3 clusters Score -631959.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -632055.437500 Penalty: 2819.280518
	Iteration 14Q: 3 clusters Score -632055.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -632145.562500 Penalty: 2819.280518
	Iteration 15Q: 3 clusters Score -632145.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -632197.562500 Penalty: 2819.280518
	Iteration 16Q: 3 clusters Score -632197.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -632222.812500 Penalty: 2819.280518
	Iteration 17Q: 3 clusters Score -632222.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -632241.562500 Penalty: 2819.280518
	Iteration 18Q: 3 clusters Score -632241.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -632262.125000 Penalty: 2819.280518
	Iteration 19Q: 3 clusters Score -632262.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -632271.750000 Penalty: 2819.280518
	Iteration 20F: 3 clusters Score -632271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -632283.937500 Penalty: 2819.280518
	Iteration 21Q: 3 clusters Score -632283.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -632287.750000 Penalty: 2819.280518
	Iteration 22Q: 3 clusters Score -632287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -632289.937500 Penalty: 2819.280518
	Iteration 23Q: 3 clusters Score -632289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -632293.687500 Penalty: 2819.280518
	Iteration 24Q: 3 clusters Score -632293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -632296.125000 Penalty: 2819.280518
	Iteration 25Q: 3 clusters Score -632296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -632299.000000 Penalty: 2819.280518
	Iteration 26Q: 3 clusters Score -632299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -632300.875000 Penalty: 2819.280518
	Iteration 27Q: 3 clusters Score -632300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -632303.687500 Penalty: 2819.280518
	Iteration 28Q: 3 clusters Score -632303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -632306.375000 Penalty: 2819.280518
	Iteration 29Q: 3 clusters Score -632306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -632311.687500 Penalty: 2819.280518
	Iteration 30Q: 3 clusters Score -632311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -632317.437500 Penalty: 2819.280518
	Iteration 31Q: 3 clusters Score -632317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -632321.500000 Penalty: 2819.280518
	Iteration 32Q: 3 clusters Score -632321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -632326.500000 Penalty: 2819.280518
	Iteration 33Q: 3 clusters Score -632326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -632332.375000 Penalty: 2819.280518
	Iteration 34Q: 3 clusters Score -632332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -632332.375000 Penalty: 2819.280518
	Iteration 35F: 3 clusters Score -632332.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (147841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147841 members 
Entering Unmasked Estep 
Score: -16032280.000000 Penalty: 1934.382568
	Iteration 0F: 2 clusters Score -1.603228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -15934079.000000 Penalty: 3868.765137
	Iteration 0F: 3 clusters Score -1.593408e+07 nChanged 71245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -15975911.000000 Penalty: 3868.765137
	Iteration 1F: 3 clusters Score -1.597591e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -15977228.000000 Penalty: 3868.765137
	Iteration 2Q: 3 clusters Score -1.597723e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 61103 members 
Entering Unmasked Estep 
Score: -15979390.000000 Penalty: 3868.765137
	Iteration 3Q: 3 clusters Score -1.597939e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -15983445.000000 Penalty: 3868.765137
	Iteration 4F: 3 clusters Score -1.598344e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -15990607.000000 Penalty: 3868.765137
	Iteration 5F: 3 clusters Score -1.599061e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117065 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -16001714.000000 Penalty: 3868.765137
	Iteration 6F: 3 clusters Score -1.600171e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129956 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -16014076.000000 Penalty: 3868.765137
	Iteration 7F: 3 clusters Score -1.601408e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139338 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -16022998.000000 Penalty: 3868.765137
	Iteration 8F: 3 clusters Score -1.6023e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144447 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -16027571.000000 Penalty: 3868.765137
	Iteration 9Q: 3 clusters Score -1.602757e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146520 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16029441.000000 Penalty: 3868.765137
	Iteration 10Q: 3 clusters Score -1.602944e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147283 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -16030144.000000 Penalty: 3868.765137
	Iteration 11Q: 3 clusters Score -1.603014e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147501 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -16030365.000000 Penalty: 3868.765137
	Iteration 12Q: 3 clusters Score -1.603036e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147582 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16030449.000000 Penalty: 3868.765137
	Iteration 13Q: 3 clusters Score -1.603045e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147608 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16030482.000000 Penalty: 3868.765137
	Iteration 14Q: 3 clusters Score -1.603048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147622 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16030512.000000 Penalty: 3868.765137
	Iteration 15Q: 3 clusters Score -1.603051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147625 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16030521.000000 Penalty: 3868.765137
	Iteration 16Q: 3 clusters Score -1.603052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16030537.000000 Penalty: 3868.765137
	Iteration 17Q: 3 clusters Score -1.603054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147644 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16030542.000000 Penalty: 3868.765137
	Iteration 18Q: 3 clusters Score -1.603054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147649 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16030558.000000 Penalty: 3868.765137
	Iteration 19Q: 3 clusters Score -1.603056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147656 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16030577.000000 Penalty: 3868.765137
	Iteration 20F: 3 clusters Score -1.603058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147662 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16030588.000000 Penalty: 3868.765137
	Iteration 21Q: 3 clusters Score -1.603059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16030593.000000 Penalty: 3868.765137
	Iteration 22Q: 3 clusters Score -1.603059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147666 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16030602.000000 Penalty: 3868.765137
	Iteration 23Q: 3 clusters Score -1.60306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16030594.000000 Penalty: 3868.765137
	Iteration 24Q: 3 clusters Score -1.603059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147666 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16030596.000000 Penalty: 3868.765137
	Iteration 25Q: 3 clusters Score -1.60306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147666 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16030596.000000 Penalty: 3868.765137
	Iteration 26F: 3 clusters Score -1.60306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Entering Unmasked Estep 
Score: -325792.718750 Penalty: 1312.029297
	Iteration 0F: 2 clusters Score -325792.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -322958.218750 Penalty: 2624.058594
	Iteration 0F: 3 clusters Score -322958.2 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -323720.031250 Penalty: 2624.058594
	Iteration 1F: 3 clusters Score -323720 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -324066.093750 Penalty: 2624.058594
	Iteration 2F: 3 clusters Score -324066.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -324409.468750 Penalty: 2624.058594
	Iteration 3F: 3 clusters Score -324409.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -324665.968750 Penalty: 2624.058594
	Iteration 4F: 3 clusters Score -324666 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -324830.375000 Penalty: 2624.058594
	Iteration 5F: 3 clusters Score -324830.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -324937.625000 Penalty: 2624.058594
	Iteration 6Q: 3 clusters Score -324937.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -325032.937500 Penalty: 2624.058594
	Iteration 7Q: 3 clusters Score -325032.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -325119.312500 Penalty: 2624.058594
	Iteration 8Q: 3 clusters Score -325119.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -325187.187500 Penalty: 2624.058594
	Iteration 9Q: 3 clusters Score -325187.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -325233.468750 Penalty: 2624.058594
	Iteration 10Q: 3 clusters Score -325233.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -325265.406250 Penalty: 2624.058594
	Iteration 11Q: 3 clusters Score -325265.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -325292.656250 Penalty: 2624.058594
	Iteration 12Q: 3 clusters Score -325292.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -325310.406250 Penalty: 2624.058594
	Iteration 13Q: 3 clusters Score -325310.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -325320.781250 Penalty: 2624.058594
	Iteration 14Q: 3 clusters Score -325320.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -325328.281250 Penalty: 2624.058594
	Iteration 15Q: 3 clusters Score -325328.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -325333.500000 Penalty: 2624.058594
	Iteration 16Q: 3 clusters Score -325333.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -325341.875000 Penalty: 2624.058594
	Iteration 17Q: 3 clusters Score -325341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -325348.593750 Penalty: 2624.058594
	Iteration 18Q: 3 clusters Score -325348.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -325352.281250 Penalty: 2624.058594
	Iteration 19Q: 3 clusters Score -325352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -325355.468750 Penalty: 2624.058594
	Iteration 20F: 3 clusters Score -325355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -325357.156250 Penalty: 2624.058594
	Iteration 21Q: 3 clusters Score -325357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -325359.593750 Penalty: 2624.058594
	Iteration 22Q: 3 clusters Score -325359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -325365.781250 Penalty: 2624.058594
	Iteration 23Q: 3 clusters Score -325365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -325367.718750 Penalty: 2624.058594
	Iteration 24Q: 3 clusters Score -325367.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -325372.781250 Penalty: 2624.058594
	Iteration 25Q: 3 clusters Score -325372.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -325377.562500 Penalty: 2624.058594
	Iteration 26Q: 3 clusters Score -325377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -325378.968750 Penalty: 2624.058594
	Iteration 27Q: 3 clusters Score -325379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -325379.625000 Penalty: 2624.058594
	Iteration 28Q: 3 clusters Score -325379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -325379.625000 Penalty: 2624.058594
	Iteration 29F: 3 clusters Score -325379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Entering Unmasked Estep 
Score: -4955448.500000 Penalty: 1740.915894
	Iteration 0F: 2 clusters Score -4955448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -4925411.000000 Penalty: 3481.831787
	Iteration 0F: 3 clusters Score -4925411 nChanged 20999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4937128.500000 Penalty: 3481.831787
	Iteration 1F: 3 clusters Score -4937128 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4937488.000000 Penalty: 3481.831787
	Iteration 2Q: 3 clusters Score -4937488 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4937815.500000 Penalty: 3481.831787
	Iteration 3Q: 3 clusters Score -4937816 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4938076.500000 Penalty: 3481.831787
	Iteration 4Q: 3 clusters Score -4938076 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -4938386.000000 Penalty: 3481.831787
	Iteration 5Q: 3 clusters Score -4938386 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4938737.000000 Penalty: 3481.831787
	Iteration 6Q: 3 clusters Score -4938737 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4939110.500000 Penalty: 3481.831787
	Iteration 7Q: 3 clusters Score -4939110 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -4939687.000000 Penalty: 3481.831787
	Iteration 8Q: 3 clusters Score -4939687 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -4940396.000000 Penalty: 3481.831787
	Iteration 9Q: 3 clusters Score -4940396 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -4941418.500000 Penalty: 3481.831787
	Iteration 10Q: 3 clusters Score -4941418 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4942790.000000 Penalty: 3481.831787
	Iteration 11Q: 3 clusters Score -4942790 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4944480.500000 Penalty: 3481.831787
	Iteration 12F: 3 clusters Score -4944480 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4946199.500000 Penalty: 3481.831787
	Iteration 13F: 3 clusters Score -4946200 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4947582.500000 Penalty: 3481.831787
	Iteration 14Q: 3 clusters Score -4947582 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4948474.500000 Penalty: 3481.831787
	Iteration 15Q: 3 clusters Score -4948474 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4948963.500000 Penalty: 3481.831787
	Iteration 16Q: 3 clusters Score -4948964 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -4949358.000000 Penalty: 3481.831787
	Iteration 17Q: 3 clusters Score -4949358 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4949700.000000 Penalty: 3481.831787
	Iteration 18Q: 3 clusters Score -4949700 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4950015.500000 Penalty: 3481.831787
	Iteration 19Q: 3 clusters Score -4950016 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -4950318.000000 Penalty: 3481.831787
	Iteration 20F: 3 clusters Score -4950318 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -4950617.500000 Penalty: 3481.831787
	Iteration 21Q: 3 clusters Score -4950618 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4950954.500000 Penalty: 3481.831787
	Iteration 22Q: 3 clusters Score -4950954 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -4951260.500000 Penalty: 3481.831787
	Iteration 23Q: 3 clusters Score -4951260 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -4951617.000000 Penalty: 3481.831787
	Iteration 24Q: 3 clusters Score -4951617 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -4951901.000000 Penalty: 3481.831787
	Iteration 25Q: 3 clusters Score -4951901 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -4952222.500000 Penalty: 3481.831787
	Iteration 26Q: 3 clusters Score -4952222 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -4952512.500000 Penalty: 3481.831787
	Iteration 27Q: 3 clusters Score -4952512 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -4952743.000000 Penalty: 3481.831787
	Iteration 28Q: 3 clusters Score -4952743 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -4952964.500000 Penalty: 3481.831787
	Iteration 29Q: 3 clusters Score -4952964 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -4953181.500000 Penalty: 3481.831787
	Iteration 30Q: 3 clusters Score -4953182 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -4953332.500000 Penalty: 3481.831787
	Iteration 31Q: 3 clusters Score -4953332 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -4953467.000000 Penalty: 3481.831787
	Iteration 32Q: 3 clusters Score -4953467 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -4953564.500000 Penalty: 3481.831787
	Iteration 33Q: 3 clusters Score -4953564 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -4953660.000000 Penalty: 3481.831787
	Iteration 34Q: 3 clusters Score -4953660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -4953708.500000 Penalty: 3481.831787
	Iteration 35Q: 3 clusters Score -4953708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -4953769.500000 Penalty: 3481.831787
	Iteration 36Q: 3 clusters Score -4953770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -4953821.500000 Penalty: 3481.831787
	Iteration 37Q: 3 clusters Score -4953822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -4953876.500000 Penalty: 3481.831787
	Iteration 38Q: 3 clusters Score -4953876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -4953901.000000 Penalty: 3481.831787
	Iteration 39Q: 3 clusters Score -4953901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -4953922.000000 Penalty: 3481.831787
	Iteration 40F: 3 clusters Score -4953922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -4953941.500000 Penalty: 3481.831787
	Iteration 41Q: 3 clusters Score -4953942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -4953951.500000 Penalty: 3481.831787
	Iteration 42Q: 3 clusters Score -4953952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -4953958.500000 Penalty: 3481.831787
	Iteration 43Q: 3 clusters Score -4953958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -4953976.500000 Penalty: 3481.831787
	Iteration 44Q: 3 clusters Score -4953976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -4953986.500000 Penalty: 3481.831787
	Iteration 45Q: 3 clusters Score -4953986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -4953998.000000 Penalty: 3481.831787
	Iteration 46Q: 3 clusters Score -4953998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -4953995.500000 Penalty: 3481.831787
	Iteration 47Q: 3 clusters Score -4953996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -4954005.000000 Penalty: 3481.831787
	Iteration 48Q: 3 clusters Score -4954005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -4954006.000000 Penalty: 3481.831787
	Iteration 49Q: 3 clusters Score -4954006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -4954007.000000 Penalty: 3481.831787
	Iteration 50Q: 3 clusters Score -4954007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -4954004.500000 Penalty: 3481.831787
	Iteration 51Q: 3 clusters Score -4954004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -4954004.000000 Penalty: 3481.831787
	Iteration 52Q: 3 clusters Score -4954004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -4954011.000000 Penalty: 3481.831787
	Iteration 53Q: 3 clusters Score -4954011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -4954011.000000 Penalty: 3481.831787
	Iteration 54F: 3 clusters Score -4954011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (172848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172848 members 
Entering Unmasked Estep 
Score: -18753436.000000 Penalty: 1959.777344
	Iteration 0F: 2 clusters Score -1.875344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86402 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -18639510.000000 Penalty: 3919.554688
	Iteration 0F: 3 clusters Score -1.863951e+07 nChanged 83387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87899 members 
Mstep: Class 2 contains 84949 members 
Entering Unmasked Estep 
Score: -18688492.000000 Penalty: 3919.554688
	Iteration 1F: 3 clusters Score -1.868849e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -18689676.000000 Penalty: 3919.554688
	Iteration 2Q: 3 clusters Score -1.868968e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -18691046.000000 Penalty: 3919.554688
	Iteration 3Q: 3 clusters Score -1.869105e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -18692988.000000 Penalty: 3919.554688
	Iteration 4Q: 3 clusters Score -1.869299e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -18695814.000000 Penalty: 3919.554688
	Iteration 5Q: 3 clusters Score -1.869581e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100028 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -18700466.000000 Penalty: 3919.554688
	Iteration 6Q: 3 clusters Score -1.870047e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105454 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -18706910.000000 Penalty: 3919.554688
	Iteration 7F: 3 clusters Score -1.870691e+07 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -18714802.000000 Penalty: 3919.554688
	Iteration 8F: 3 clusters Score -1.87148e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116750 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -18722736.000000 Penalty: 3919.554688
	Iteration 9F: 3 clusters Score -1.872274e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121009 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -18728026.000000 Penalty: 3919.554688
	Iteration 10F: 3 clusters Score -1.872803e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -18730954.000000 Penalty: 3919.554688
	Iteration 11Q: 3 clusters Score -1.873095e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128008 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -18732472.000000 Penalty: 3919.554688
	Iteration 12Q: 3 clusters Score -1.873247e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -18733826.000000 Penalty: 3919.554688
	Iteration 13Q: 3 clusters Score -1.873383e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134917 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -18735190.000000 Penalty: 3919.554688
	Iteration 14Q: 3 clusters Score -1.873519e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138429 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -18736596.000000 Penalty: 3919.554688
	Iteration 15Q: 3 clusters Score -1.87366e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141940 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -18737942.000000 Penalty: 3919.554688
	Iteration 16Q: 3 clusters Score -1.873794e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145430 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -18739252.000000 Penalty: 3919.554688
	Iteration 17Q: 3 clusters Score -1.873925e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148873 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -18740620.000000 Penalty: 3919.554688
	Iteration 18Q: 3 clusters Score -1.874062e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -18742238.000000 Penalty: 3919.554688
	Iteration 19Q: 3 clusters Score -1.874224e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155571 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -18743736.000000 Penalty: 3919.554688
	Iteration 20F: 3 clusters Score -1.874374e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158723 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -18745236.000000 Penalty: 3919.554688
	Iteration 21Q: 3 clusters Score -1.874524e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161517 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -18746638.000000 Penalty: 3919.554688
	Iteration 22Q: 3 clusters Score -1.874664e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -18747804.000000 Penalty: 3919.554688
	Iteration 23Q: 3 clusters Score -1.87478e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166016 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -18748996.000000 Penalty: 3919.554688
	Iteration 24Q: 3 clusters Score -1.8749e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167695 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -18749960.000000 Penalty: 3919.554688
	Iteration 25Q: 3 clusters Score -1.874996e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169015 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -18750530.000000 Penalty: 3919.554688
	Iteration 26Q: 3 clusters Score -1.875053e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170001 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -18751040.000000 Penalty: 3919.554688
	Iteration 27Q: 3 clusters Score -1.875104e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170678 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -18751266.000000 Penalty: 3919.554688
	Iteration 28Q: 3 clusters Score -1.875127e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171138 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -18751422.000000 Penalty: 3919.554688
	Iteration 29Q: 3 clusters Score -1.875142e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171460 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -18751528.000000 Penalty: 3919.554688
	Iteration 30Q: 3 clusters Score -1.875153e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171679 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -18751608.000000 Penalty: 3919.554688
	Iteration 31Q: 3 clusters Score -1.875161e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171840 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -18751634.000000 Penalty: 3919.554688
	Iteration 32Q: 3 clusters Score -1.875163e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171949 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -18751674.000000 Penalty: 3919.554688
	Iteration 33Q: 3 clusters Score -1.875167e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172029 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -18751650.000000 Penalty: 3919.554688
	Iteration 34Q: 3 clusters Score -1.875165e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172081 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -18751662.000000 Penalty: 3919.554688
	Iteration 35Q: 3 clusters Score -1.875166e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172121 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18751696.000000 Penalty: 3919.554688
	Iteration 36Q: 3 clusters Score -1.87517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172154 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18751700.000000 Penalty: 3919.554688
	Iteration 37Q: 3 clusters Score -1.87517e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -18751730.000000 Penalty: 3919.554688
	Iteration 38Q: 3 clusters Score -1.875173e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172212 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18751748.000000 Penalty: 3919.554688
	Iteration 39Q: 3 clusters Score -1.875175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172239 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -18751752.000000 Penalty: 3919.554688
	Iteration 40F: 3 clusters Score -1.875175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172256 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18751780.000000 Penalty: 3919.554688
	Iteration 41Q: 3 clusters Score -1.875178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172268 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -18751776.000000 Penalty: 3919.554688
	Iteration 42Q: 3 clusters Score -1.875178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172277 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -18751756.000000 Penalty: 3919.554688
	Iteration 43Q: 3 clusters Score -1.875176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172289 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18751776.000000 Penalty: 3919.554688
	Iteration 44Q: 3 clusters Score -1.875178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172301 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -18751772.000000 Penalty: 3919.554688
	Iteration 45Q: 3 clusters Score -1.875177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -18751776.000000 Penalty: 3919.554688
	Iteration 46Q: 3 clusters Score -1.875178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172308 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -18751782.000000 Penalty: 3919.554688
	Iteration 47Q: 3 clusters Score -1.875178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172312 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -18751778.000000 Penalty: 3919.554688
	Iteration 48Q: 3 clusters Score -1.875178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172317 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -18751792.000000 Penalty: 3919.554688
	Iteration 49Q: 3 clusters Score -1.875179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18751786.000000 Penalty: 3919.554688
	Iteration 50Q: 3 clusters Score -1.875179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172323 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -18751808.000000 Penalty: 3919.554688
	Iteration 51Q: 3 clusters Score -1.875181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172324 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18751802.000000 Penalty: 3919.554688
	Iteration 52Q: 3 clusters Score -1.87518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172325 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18751808.000000 Penalty: 3919.554688
	Iteration 53Q: 3 clusters Score -1.875181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -18751808.000000 Penalty: 3919.554688
	Iteration 54Q: 3 clusters Score -1.875181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18751810.000000 Penalty: 3919.554688
	Iteration 55Q: 3 clusters Score -1.875181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172330 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18751818.000000 Penalty: 3919.554688
	Iteration 56Q: 3 clusters Score -1.875182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172330 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18751818.000000 Penalty: 3919.554688
	Iteration 57F: 3 clusters Score -1.875182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43302 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 8 contains 31950 members 
Mstep: Class 10 contains 61887 members 
Mstep: Class 13 contains 104181 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 16 contains 165710 members 
Mstep: Class 17 contains 42773 members 
Mstep: Class 18 contains 5853 members 
Mstep: Class 19 contains 147841 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 22 contains 44951 members 
Mstep: Class 23 contains 172848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842152.000000 Penalty: 33373.367188
Iteration 119Q: 16 clusters Score -9.384215e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43310 members 
Mstep: Class 6 contains 4537 members 
Mstep: Class 8 contains 31990 members 
Mstep: Class 10 contains 62037 members 
Mstep: Class 13 contains 104251 members 
Mstep: Class 14 contains 1564 members 
Mstep: Class 16 contains 165699 members 
Mstep: Class 17 contains 42823 members 
Mstep: Class 18 contains 5833 members 
Mstep: Class 19 contains 147462 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 22 contains 45107 members 
Mstep: Class 23 contains 172844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842224.000000 Penalty: 33373.367188
Iteration 120F: 16 clusters Score -9.384222e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43311 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 8 contains 32048 members 
Mstep: Class 10 contains 62192 members 
Mstep: Class 13 contains 104296 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 16 contains 165702 members 
Mstep: Class 17 contains 42893 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 147009 members 
Mstep: Class 20 contains 3211 members 
Mstep: Class 22 contains 45288 members 
Mstep: Class 23 contains 172847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842360.000000 Penalty: 33373.367188
Iteration 121Q: 16 clusters Score -9.384236e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43309 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 8 contains 32103 members 
Mstep: Class 10 contains 62333 members 
Mstep: Class 13 contains 104334 members 
Mstep: Class 14 contains 1557 members 
Mstep: Class 16 contains 165696 members 
Mstep: Class 17 contains 42960 members 
Mstep: Class 18 contains 5804 members 
Mstep: Class 19 contains 146568 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 22 contains 45462 members 
Mstep: Class 23 contains 172878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842536.000000 Penalty: 33373.367188
Iteration 122Q: 16 clusters Score -9.384254e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43306 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 10 contains 62476 members 
Mstep: Class 13 contains 104394 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 16 contains 165688 members 
Mstep: Class 17 contains 43029 members 
Mstep: Class 18 contains 5804 members 
Mstep: Class 19 contains 146127 members 
Mstep: Class 20 contains 3216 members 
Mstep: Class 22 contains 45645 members 
Mstep: Class 23 contains 172856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842720.000000 Penalty: 33373.367188
Iteration 123Q: 16 clusters Score -9.384272e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43318 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 8 contains 32214 members 
Mstep: Class 10 contains 62624 members 
Mstep: Class 13 contains 104485 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 16 contains 165672 members 
Mstep: Class 17 contains 43097 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 145727 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 22 contains 45808 members 
Mstep: Class 23 contains 172811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842848.000000 Penalty: 33373.367188
Iteration 124Q: 16 clusters Score -9.384285e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43322 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 8 contains 32274 members 
Mstep: Class 10 contains 62745 members 
Mstep: Class 13 contains 104597 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 16 contains 165638 members 
Mstep: Class 17 contains 43166 members 
Mstep: Class 18 contains 5749 members 
Mstep: Class 19 contains 145337 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 22 contains 45981 members 
Mstep: Class 23 contains 172769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842880.000000 Penalty: 33373.367188
Iteration 125Q: 16 clusters Score -9.384288e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43327 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 8 contains 32340 members 
Mstep: Class 10 contains 62868 members 
Mstep: Class 13 contains 104719 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 16 contains 165593 members 
Mstep: Class 17 contains 43249 members 
Mstep: Class 18 contains 5696 members 
Mstep: Class 19 contains 144906 members 
Mstep: Class 20 contains 3239 members 
Mstep: Class 22 contains 46187 members 
Mstep: Class 23 contains 172728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843168.000000 Penalty: 33373.367188
Iteration 126Q: 16 clusters Score -9.384317e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43325 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 8 contains 32400 members 
Mstep: Class 10 contains 62980 members 
Mstep: Class 13 contains 104842 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 16 contains 165590 members 
Mstep: Class 17 contains 43333 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 144442 members 
Mstep: Class 20 contains 3244 members 
Mstep: Class 22 contains 46376 members 
Mstep: Class 23 contains 172700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843296.000000 Penalty: 33373.367188
Iteration 127Q: 16 clusters Score -9.38433e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43328 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 8 contains 32470 members 
Mstep: Class 10 contains 63106 members 
Mstep: Class 13 contains 104983 members 
Mstep: Class 14 contains 1558 members 
Mstep: Class 16 contains 165572 members 
Mstep: Class 17 contains 43418 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 143938 members 
Mstep: Class 20 contains 3248 members 
Mstep: Class 22 contains 46573 members 
Mstep: Class 23 contains 172677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843512.000000 Penalty: 33373.367188
Iteration 128Q: 16 clusters Score -9.384351e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43328 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 8 contains 32549 members 
Mstep: Class 10 contains 63241 members 
Mstep: Class 13 contains 105131 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 16 contains 165504 members 
Mstep: Class 17 contains 43488 members 
Mstep: Class 18 contains 5561 members 
Mstep: Class 19 contains 143435 members 
Mstep: Class 20 contains 3254 members 
Mstep: Class 22 contains 46752 members 
Mstep: Class 23 contains 172713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843504.000000 Penalty: 33373.367188
Iteration 129Q: 16 clusters Score -9.38435e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43329 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 8 contains 32637 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 13 contains 105283 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 16 contains 165423 members 
Mstep: Class 17 contains 43565 members 
Mstep: Class 18 contains 5517 members 
Mstep: Class 19 contains 142955 members 
Mstep: Class 20 contains 3261 members 
Mstep: Class 22 contains 46942 members 
Mstep: Class 23 contains 172731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843760.000000 Penalty: 33373.367188
Iteration 130Q: 16 clusters Score -9.384376e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43325 members 
Mstep: Class 6 contains 4179 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 10 contains 63474 members 
Mstep: Class 13 contains 105439 members 
Mstep: Class 14 contains 1549 members 
Mstep: Class 16 contains 165351 members 
Mstep: Class 17 contains 43656 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 142468 members 
Mstep: Class 20 contains 3267 members 
Mstep: Class 22 contains 47114 members 
Mstep: Class 23 contains 172736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844040.000000 Penalty: 33373.367188
Iteration 131Q: 16 clusters Score -9.384404e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 43324 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 8 contains 32806 members 
Mstep: Class 10 contains 63603 members 
Mstep: Class 13 contains 105614 members 
Mstep: Class 14 contains 1551 members 
Mstep: Class 16 contains 165302 members 
Mstep: Class 17 contains 43735 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 142005 members 
Mstep: Class 20 contains 3274 members 
Mstep: Class 22 contains 47284 members 
Mstep: Class 23 contains 172715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844392.000000 Penalty: 33373.367188
Iteration 132Q: 16 clusters Score -9.384439e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 43321 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 8 contains 32898 members 
Mstep: Class 10 contains 63723 members 
Mstep: Class 13 contains 105785 members 
Mstep: Class 14 contains 1549 members 
Mstep: Class 16 contains 165260 members 
Mstep: Class 17 contains 43786 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 141538 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 22 contains 47469 members 
Mstep: Class 23 contains 172696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844616.000000 Penalty: 33373.367188
Iteration 133Q: 16 clusters Score -9.384462e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 43319 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 8 contains 32975 members 
Mstep: Class 10 contains 63821 members 
Mstep: Class 13 contains 105947 members 
Mstep: Class 14 contains 1546 members 
Mstep: Class 16 contains 165213 members 
Mstep: Class 17 contains 43840 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 19 contains 141085 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 22 contains 47646 members 
Mstep: Class 23 contains 172696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844744.000000 Penalty: 33373.367188
Iteration 134Q: 16 clusters Score -9.384474e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 3 contains 3900 members 
Mstep: Class 4 contains 43323 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 8 contains 33056 members 
Mstep: Class 10 contains 63913 members 
Mstep: Class 13 contains 106074 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 16 contains 165188 members 
Mstep: Class 17 contains 43901 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 140647 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 22 contains 47827 members 
Mstep: Class 23 contains 172679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844944.000000 Penalty: 33373.367188
Iteration 135Q: 16 clusters Score -9.384494e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 3 contains 3900 members 
Mstep: Class 4 contains 43323 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 8 contains 33129 members 
Mstep: Class 10 contains 63997 members 
Mstep: Class 13 contains 106194 members 
Mstep: Class 14 contains 1539 members 
Mstep: Class 16 contains 165182 members 
Mstep: Class 17 contains 43960 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 140224 members 
Mstep: Class 20 contains 3297 members 
Mstep: Class 22 contains 47983 members 
Mstep: Class 23 contains 172661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844936.000000 Penalty: 33373.367188
Iteration 136Q: 16 clusters Score -9.384494e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 3 contains 3902 members 
Mstep: Class 4 contains 43326 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 8 contains 33166 members 
Mstep: Class 10 contains 64066 members 
Mstep: Class 13 contains 106334 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 16 contains 165187 members 
Mstep: Class 17 contains 44012 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 139820 members 
Mstep: Class 20 contains 3303 members 
Mstep: Class 22 contains 48130 members 
Mstep: Class 23 contains 172655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845144.000000 Penalty: 33373.367188
Iteration 137Q: 16 clusters Score -9.384514e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 43322 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 8 contains 33210 members 
Mstep: Class 10 contains 64121 members 
Mstep: Class 13 contains 106478 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 16 contains 165200 members 
Mstep: Class 17 contains 44078 members 
Mstep: Class 18 contains 5146 members 
Mstep: Class 19 contains 139389 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 22 contains 48272 members 
Mstep: Class 23 contains 172669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845232.000000 Penalty: 33373.367188
Iteration 138Q: 16 clusters Score -9.384523e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 3 contains 3902 members 
Mstep: Class 4 contains 43325 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 8 contains 33266 members 
Mstep: Class 10 contains 64191 members 
Mstep: Class 13 contains 106653 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 16 contains 165202 members 
Mstep: Class 17 contains 44123 members 
Mstep: Class 18 contains 5131 members 
Mstep: Class 19 contains 138948 members 
Mstep: Class 20 contains 3315 members 
Mstep: Class 22 contains 48406 members 
Mstep: Class 23 contains 172657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845448.000000 Penalty: 33373.367188
Iteration 139Q: 16 clusters Score -9.384545e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 3 contains 3906 members 
Mstep: Class 4 contains 43329 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 8 contains 33336 members 
Mstep: Class 10 contains 64256 members 
Mstep: Class 13 contains 106829 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 16 contains 165197 members 
Mstep: Class 17 contains 44174 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 138534 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 22 contains 48545 members 
Mstep: Class 23 contains 172625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845344.000000 Penalty: 33373.367188
Iteration 140F: 16 clusters Score -9.384534e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 43334 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 8 contains 33396 members 
Mstep: Class 10 contains 64316 members 
Mstep: Class 13 contains 106988 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 16 contains 165210 members 
Mstep: Class 17 contains 44229 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 138129 members 
Mstep: Class 20 contains 3320 members 
Mstep: Class 22 contains 48701 members 
Mstep: Class 23 contains 172576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845528.000000 Penalty: 33373.367188
Iteration 141Q: 16 clusters Score -9.384553e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 43337 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 8 contains 33440 members 
Mstep: Class 10 contains 64367 members 
Mstep: Class 13 contains 107167 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 16 contains 165258 members 
Mstep: Class 17 contains 44297 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 137699 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 22 contains 48846 members 
Mstep: Class 23 contains 172531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845520.000000 Penalty: 33373.367188
Iteration 142Q: 16 clusters Score -9.384552e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 43335 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 8 contains 33472 members 
Mstep: Class 10 contains 64421 members 
Mstep: Class 13 contains 107318 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 16 contains 165356 members 
Mstep: Class 17 contains 44360 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 137237 members 
Mstep: Class 20 contains 3329 members 
Mstep: Class 22 contains 48981 members 
Mstep: Class 23 contains 172518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845448.000000 Penalty: 33373.367188
Iteration 143Q: 16 clusters Score -9.384545e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 43338 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 8 contains 33526 members 
Mstep: Class 10 contains 64470 members 
Mstep: Class 13 contains 107476 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 16 contains 165468 members 
Mstep: Class 17 contains 44409 members 
Mstep: Class 18 contains 4963 members 
Mstep: Class 19 contains 136766 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 22 contains 49105 members 
Mstep: Class 23 contains 172494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845656.000000 Penalty: 33373.367188
Iteration 144Q: 16 clusters Score -9.384566e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 43337 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 8 contains 33571 members 
Mstep: Class 10 contains 64511 members 
Mstep: Class 13 contains 107623 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 16 contains 165570 members 
Mstep: Class 17 contains 44462 members 
Mstep: Class 18 contains 4919 members 
Mstep: Class 19 contains 136303 members 
Mstep: Class 20 contains 3342 members 
Mstep: Class 22 contains 49249 members 
Mstep: Class 23 contains 172477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845672.000000 Penalty: 33373.367188
Iteration 145Q: 16 clusters Score -9.384567e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 3 contains 3904 members 
Mstep: Class 4 contains 43332 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 8 contains 33623 members 
Mstep: Class 10 contains 64562 members 
Mstep: Class 13 contains 107795 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 16 contains 165658 members 
Mstep: Class 17 contains 44495 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 135856 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 22 contains 49393 members 
Mstep: Class 23 contains 172440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845736.000000 Penalty: 33373.367188
Iteration 146Q: 16 clusters Score -9.384574e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 43335 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 8 contains 33664 members 
Mstep: Class 10 contains 64603 members 
Mstep: Class 13 contains 107943 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 16 contains 165774 members 
Mstep: Class 17 contains 44531 members 
Mstep: Class 18 contains 4852 members 
Mstep: Class 19 contains 135401 members 
Mstep: Class 20 contains 3356 members 
Mstep: Class 22 contains 49527 members 
Mstep: Class 23 contains 172419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845864.000000 Penalty: 33373.367188
Iteration 147Q: 16 clusters Score -9.384586e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 43335 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 8 contains 33715 members 
Mstep: Class 10 contains 64640 members 
Mstep: Class 13 contains 108098 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 16 contains 165867 members 
Mstep: Class 17 contains 44575 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 134946 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 22 contains 49628 members 
Mstep: Class 23 contains 172423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845968.000000 Penalty: 33373.367188
Iteration 148Q: 16 clusters Score -9.384597e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 3 contains 3904 members 
Mstep: Class 4 contains 43334 members 
Mstep: Class 6 contains 3882 members 
Mstep: Class 8 contains 33762 members 
Mstep: Class 10 contains 64680 members 
Mstep: Class 13 contains 108240 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 16 contains 165959 members 
Mstep: Class 17 contains 44618 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 134531 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 22 contains 49734 members 
Mstep: Class 23 contains 172409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845960.000000 Penalty: 33373.367188
Iteration 149Q: 16 clusters Score -9.384596e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 43336 members 
Mstep: Class 6 contains 3869 members 
Mstep: Class 8 contains 33815 members 
Mstep: Class 10 contains 64704 members 
Mstep: Class 13 contains 108354 members 
Mstep: Class 14 contains 1520 members 
Mstep: Class 16 contains 166066 members 
Mstep: Class 17 contains 44669 members 
Mstep: Class 18 contains 4756 members 
Mstep: Class 19 contains 134111 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 22 contains 49854 members 
Mstep: Class 23 contains 172400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845944.000000 Penalty: 33373.367188
Iteration 150Q: 16 clusters Score -9.384594e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 43338 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 8 contains 33859 members 
Mstep: Class 10 contains 64734 members 
Mstep: Class 13 contains 108498 members 
Mstep: Class 14 contains 1520 members 
Mstep: Class 16 contains 166164 members 
Mstep: Class 17 contains 44704 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 19 contains 133703 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 22 contains 49963 members 
Mstep: Class 23 contains 172381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846000.000000 Penalty: 33373.367188
Iteration 151Q: 16 clusters Score -9.3846e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 43342 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 8 contains 33888 members 
Mstep: Class 10 contains 64782 members 
Mstep: Class 13 contains 108624 members 
Mstep: Class 14 contains 1515 members 
Mstep: Class 16 contains 166267 members 
Mstep: Class 17 contains 44733 members 
Mstep: Class 18 contains 4677 members 
Mstep: Class 19 contains 133298 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 22 contains 50056 members 
Mstep: Class 23 contains 172389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93845872.000000 Penalty: 33373.367188
Iteration 152Q: 16 clusters Score -9.384587e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 8 contains 33921 members 
Mstep: Class 10 contains 64813 members 
Mstep: Class 13 contains 108775 members 
Mstep: Class 14 contains 1512 members 
Mstep: Class 16 contains 166359 members 
Mstep: Class 17 contains 44760 members 
Mstep: Class 18 contains 4628 members 
Mstep: Class 19 contains 132869 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 22 contains 50163 members 
Mstep: Class 23 contains 172439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846176.000000 Penalty: 33373.367188
Iteration 153Q: 16 clusters Score -9.384618e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 43344 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 8 contains 33952 members 
Mstep: Class 10 contains 64836 members 
Mstep: Class 13 contains 108885 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 16 contains 166463 members 
Mstep: Class 17 contains 44793 members 
Mstep: Class 18 contains 4593 members 
Mstep: Class 19 contains 132449 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 22 contains 50274 members 
Mstep: Class 23 contains 172494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 154Q: 16 clusters Score -9.384646e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 3 contains 3904 members 
Mstep: Class 4 contains 43347 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 8 contains 33979 members 
Mstep: Class 10 contains 64868 members 
Mstep: Class 13 contains 108996 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 16 contains 166558 members 
Mstep: Class 17 contains 44824 members 
Mstep: Class 18 contains 4557 members 
Mstep: Class 19 contains 132048 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 22 contains 50374 members 
Mstep: Class 23 contains 172541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846504.000000 Penalty: 33373.367188
Iteration 155Q: 16 clusters Score -9.38465e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 43349 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 10 contains 64918 members 
Mstep: Class 13 contains 109125 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 16 contains 166692 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 131607 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 22 contains 50461 members 
Mstep: Class 23 contains 172582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 156Q: 16 clusters Score -9.38464e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 3 contains 3910 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 8 contains 34043 members 
Mstep: Class 10 contains 64971 members 
Mstep: Class 13 contains 109251 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 16 contains 166774 members 
Mstep: Class 17 contains 44833 members 
Mstep: Class 18 contains 4529 members 
Mstep: Class 19 contains 131191 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 22 contains 50544 members 
Mstep: Class 23 contains 172648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846480.000000 Penalty: 33373.367188
Iteration 157Q: 16 clusters Score -9.384648e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 43341 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 8 contains 34057 members 
Mstep: Class 10 contains 65008 members 
Mstep: Class 13 contains 109386 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 16 contains 166852 members 
Mstep: Class 17 contains 44836 members 
Mstep: Class 18 contains 4503 members 
Mstep: Class 19 contains 130808 members 
Mstep: Class 20 contains 3399 members 
Mstep: Class 22 contains 50654 members 
Mstep: Class 23 contains 172703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846568.000000 Penalty: 33373.367188
Iteration 158Q: 16 clusters Score -9.384657e+07 nChanged 871
Entering ConstructFrom: 
Score: -93846568.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (48725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Entering Unmasked Estep 
Score: -5124477.000000 Penalty: 1754.016479
	Iteration 0F: 2 clusters Score -5124477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -5091884.500000 Penalty: 3508.032959
	Iteration 0F: 3 clusters Score -5091884 nChanged 22876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -5104607.500000 Penalty: 3508.032959
	Iteration 1F: 3 clusters Score -5104608 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5105092.000000 Penalty: 3508.032959
	Iteration 2Q: 3 clusters Score -5105092 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -5105552.000000 Penalty: 3508.032959
	Iteration 3Q: 3 clusters Score -5105552 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -5106180.000000 Penalty: 3508.032959
	Iteration 4Q: 3 clusters Score -5106180 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5106850.500000 Penalty: 3508.032959
	Iteration 5Q: 3 clusters Score -5106850 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -5107650.000000 Penalty: 3508.032959
	Iteration 6Q: 3 clusters Score -5107650 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -5108661.500000 Penalty: 3508.032959
	Iteration 7Q: 3 clusters Score -5108662 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -5109854.500000 Penalty: 3508.032959
	Iteration 8Q: 3 clusters Score -5109854 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -5111366.000000 Penalty: 3508.032959
	Iteration 9Q: 3 clusters Score -5111366 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -5113208.500000 Penalty: 3508.032959
	Iteration 10F: 3 clusters Score -5113208 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -5115343.000000 Penalty: 3508.032959
	Iteration 11F: 3 clusters Score -5115343 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -5117261.000000 Penalty: 3508.032959
	Iteration 12Q: 3 clusters Score -5117261 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -5118852.500000 Penalty: 3508.032959
	Iteration 13Q: 3 clusters Score -5118852 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -5119968.500000 Penalty: 3508.032959
	Iteration 14Q: 3 clusters Score -5119968 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -5120643.500000 Penalty: 3508.032959
	Iteration 15Q: 3 clusters Score -5120644 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -5121153.000000 Penalty: 3508.032959
	Iteration 16Q: 3 clusters Score -5121153 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -5121490.500000 Penalty: 3508.032959
	Iteration 17Q: 3 clusters Score -5121490 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -5122062.500000 Penalty: 3508.032959
	Iteration 18Q: 3 clusters Score -5122062 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5122416.000000 Penalty: 3508.032959
	Iteration 19Q: 3 clusters Score -5122416 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -5122659.500000 Penalty: 3508.032959
	Iteration 20F: 3 clusters Score -5122660 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -5122849.500000 Penalty: 3508.032959
	Iteration 21Q: 3 clusters Score -5122850 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5122994.000000 Penalty: 3508.032959
	Iteration 22Q: 3 clusters Score -5122994 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -5123093.500000 Penalty: 3508.032959
	Iteration 23Q: 3 clusters Score -5123094 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5123173.000000 Penalty: 3508.032959
	Iteration 24Q: 3 clusters Score -5123173 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5123241.500000 Penalty: 3508.032959
	Iteration 25Q: 3 clusters Score -5123242 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5123297.500000 Penalty: 3508.032959
	Iteration 26Q: 3 clusters Score -5123298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -5123331.500000 Penalty: 3508.032959
	Iteration 27Q: 3 clusters Score -5123332 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5123348.500000 Penalty: 3508.032959
	Iteration 28Q: 3 clusters Score -5123348 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5123392.000000 Penalty: 3508.032959
	Iteration 29Q: 3 clusters Score -5123392 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5123404.000000 Penalty: 3508.032959
	Iteration 30Q: 3 clusters Score -5123404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5123417.500000 Penalty: 3508.032959
	Iteration 31Q: 3 clusters Score -5123418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5123429.500000 Penalty: 3508.032959
	Iteration 32Q: 3 clusters Score -5123430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5123434.000000 Penalty: 3508.032959
	Iteration 33Q: 3 clusters Score -5123434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5123452.000000 Penalty: 3508.032959
	Iteration 34Q: 3 clusters Score -5123452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5123462.500000 Penalty: 3508.032959
	Iteration 35Q: 3 clusters Score -5123462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5123467.000000 Penalty: 3508.032959
	Iteration 36Q: 3 clusters Score -5123467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5123471.000000 Penalty: 3508.032959
	Iteration 37Q: 3 clusters Score -5123471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5123467.000000 Penalty: 3508.032959
	Iteration 38Q: 3 clusters Score -5123467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5123469.000000 Penalty: 3508.032959
	Iteration 39Q: 3 clusters Score -5123469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5123461.000000 Penalty: 3508.032959
	Iteration 40F: 3 clusters Score -5123461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5123467.000000 Penalty: 3508.032959
	Iteration 41Q: 3 clusters Score -5123467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5123475.000000 Penalty: 3508.032959
	Iteration 42Q: 3 clusters Score -5123475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5123472.000000 Penalty: 3508.032959
	Iteration 43Q: 3 clusters Score -5123472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5123468.500000 Penalty: 3508.032959
	Iteration 44Q: 3 clusters Score -5123468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5123467.000000 Penalty: 3508.032959
	Iteration 45Q: 3 clusters Score -5123467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5123472.000000 Penalty: 3508.032959
	Iteration 46Q: 3 clusters Score -5123472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5123479.000000 Penalty: 3508.032959
	Iteration 47Q: 3 clusters Score -5123479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5123474.000000 Penalty: 3508.032959
	Iteration 48Q: 3 clusters Score -5123474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5123471.500000 Penalty: 3508.032959
	Iteration 49Q: 3 clusters Score -5123472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5123467.500000 Penalty: 3508.032959
	Iteration 50Q: 3 clusters Score -5123468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5123468.500000 Penalty: 3508.032959
	Iteration 51Q: 3 clusters Score -5123468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5123469.500000 Penalty: 3508.032959
	Iteration 52Q: 3 clusters Score -5123470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5123471.000000 Penalty: 3508.032959
	Iteration 53Q: 3 clusters Score -5123471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5123471.000000 Penalty: 3508.032959
	Iteration 54F: 3 clusters Score -5123471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -409406.718750 Penalty: 1344.209717
	Iteration 0F: 2 clusters Score -409406.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -406144.281250 Penalty: 2688.419434
	Iteration 0F: 3 clusters Score -406144.3 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -407206.812500 Penalty: 2688.419434
	Iteration 1F: 3 clusters Score -407206.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -407468.250000 Penalty: 2688.419434
	Iteration 2F: 3 clusters Score -407468.2 nChanged 266
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: -407669.187500 Penalty: 2688.419434
	Iteration 3F: 3 clusters Score -407669.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -407857.593750 Penalty: 2688.419434
	Iteration 4F: 3 clusters Score -407857.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -408054.812500 Penalty: 2688.419434
	Iteration 5F: 3 clusters Score -408054.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -408285.125000 Penalty: 2688.419434
	Iteration 6F: 3 clusters Score -408285.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -408502.156250 Penalty: 2688.419434
	Iteration 7F: 3 clusters Score -408502.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -408690.937500 Penalty: 2688.419434
	Iteration 8Q: 3 clusters Score -408690.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -408815.062500 Penalty: 2688.419434
	Iteration 9Q: 3 clusters Score -408815.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -408894.062500 Penalty: 2688.419434
	Iteration 10Q: 3 clusters Score -408894.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -408940.531250 Penalty: 2688.419434
	Iteration 11Q: 3 clusters Score -408940.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -408974.625000 Penalty: 2688.419434
	Iteration 12Q: 3 clusters Score -408974.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -409005.093750 Penalty: 2688.419434
	Iteration 13Q: 3 clusters Score -409005.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -409025.875000 Penalty: 2688.419434
	Iteration 14Q: 3 clusters Score -409025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -409032.718750 Penalty: 2688.419434
	Iteration 15Q: 3 clusters Score -409032.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -409047.656250 Penalty: 2688.419434
	Iteration 16Q: 3 clusters Score -409047.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -409055.375000 Penalty: 2688.419434
	Iteration 17Q: 3 clusters Score -409055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -409062.593750 Penalty: 2688.419434
	Iteration 18Q: 3 clusters Score -409062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -409070.125000 Penalty: 2688.419434
	Iteration 19Q: 3 clusters Score -409070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -409076.875000 Penalty: 2688.419434
	Iteration 20F: 3 clusters Score -409076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -409081.656250 Penalty: 2688.419434
	Iteration 21Q: 3 clusters Score -409081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -409084.750000 Penalty: 2688.419434
	Iteration 22Q: 3 clusters Score -409084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -409084.750000 Penalty: 2688.419434
	Iteration 23F: 3 clusters Score -409084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Entering Unmasked Estep 
Score: -4616298.500000 Penalty: 1735.007568
	Iteration 0F: 2 clusters Score -4616298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4587371.500000 Penalty: 3470.015137
	Iteration 0F: 3 clusters Score -4587372 nChanged 20452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4599096.500000 Penalty: 3470.015137
	Iteration 1F: 3 clusters Score -4599096 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -4600047.000000 Penalty: 3470.015137
	Iteration 2Q: 3 clusters Score -4600047 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -4601151.000000 Penalty: 3470.015137
	Iteration 3F: 3 clusters Score -4601151 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -4602402.500000 Penalty: 3470.015137
	Iteration 4F: 3 clusters Score -4602402 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -4603616.500000 Penalty: 3470.015137
	Iteration 5F: 3 clusters Score -4603616 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -4604796.000000 Penalty: 3470.015137
	Iteration 6F: 3 clusters Score -4604796 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4605833.500000 Penalty: 3470.015137
	Iteration 7F: 3 clusters Score -4605834 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4606651.000000 Penalty: 3470.015137
	Iteration 8Q: 3 clusters Score -4606651 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4607383.500000 Penalty: 3470.015137
	Iteration 9Q: 3 clusters Score -4607384 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -4608036.500000 Penalty: 3470.015137
	Iteration 10Q: 3 clusters Score -4608036 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -4608835.500000 Penalty: 3470.015137
	Iteration 11Q: 3 clusters Score -4608836 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4609643.500000 Penalty: 3470.015137
	Iteration 12Q: 3 clusters Score -4609644 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4610381.000000 Penalty: 3470.015137
	Iteration 13Q: 3 clusters Score -4610381 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -4611068.500000 Penalty: 3470.015137
	Iteration 14Q: 3 clusters Score -4611068 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4611664.500000 Penalty: 3470.015137
	Iteration 15Q: 3 clusters Score -4611664 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4612232.500000 Penalty: 3470.015137
	Iteration 16Q: 3 clusters Score -4612232 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4612732.000000 Penalty: 3470.015137
	Iteration 17Q: 3 clusters Score -4612732 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4613180.000000 Penalty: 3470.015137
	Iteration 18Q: 3 clusters Score -4613180 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -4613575.000000 Penalty: 3470.015137
	Iteration 19Q: 3 clusters Score -4613575 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -4613876.500000 Penalty: 3470.015137
	Iteration 20F: 3 clusters Score -4613876 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -4614158.500000 Penalty: 3470.015137
	Iteration 21Q: 3 clusters Score -4614158 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -4614406.500000 Penalty: 3470.015137
	Iteration 22Q: 3 clusters Score -4614406 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -4614603.000000 Penalty: 3470.015137
	Iteration 23Q: 3 clusters Score -4614603 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -4614745.000000 Penalty: 3470.015137
	Iteration 24Q: 3 clusters Score -4614745 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -4614881.000000 Penalty: 3470.015137
	Iteration 25Q: 3 clusters Score -4614881 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -4614992.500000 Penalty: 3470.015137
	Iteration 26Q: 3 clusters Score -4614992 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -4615068.500000 Penalty: 3470.015137
	Iteration 27Q: 3 clusters Score -4615068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4615109.500000 Penalty: 3470.015137
	Iteration 28Q: 3 clusters Score -4615110 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -4615161.500000 Penalty: 3470.015137
	Iteration 29Q: 3 clusters Score -4615162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -4615181.500000 Penalty: 3470.015137
	Iteration 30Q: 3 clusters Score -4615182 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -4615224.000000 Penalty: 3470.015137
	Iteration 31Q: 3 clusters Score -4615224 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -4615274.500000 Penalty: 3470.015137
	Iteration 32Q: 3 clusters Score -4615274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -4615308.000000 Penalty: 3470.015137
	Iteration 33Q: 3 clusters Score -4615308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -4615345.000000 Penalty: 3470.015137
	Iteration 34Q: 3 clusters Score -4615345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -4615351.000000 Penalty: 3470.015137
	Iteration 35Q: 3 clusters Score -4615351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -4615368.500000 Penalty: 3470.015137
	Iteration 36Q: 3 clusters Score -4615368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -4615386.500000 Penalty: 3470.015137
	Iteration 37Q: 3 clusters Score -4615386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -4615404.000000 Penalty: 3470.015137
	Iteration 38Q: 3 clusters Score -4615404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -4615402.000000 Penalty: 3470.015137
	Iteration 39Q: 3 clusters Score -4615402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -4615398.000000 Penalty: 3470.015137
	Iteration 40F: 3 clusters Score -4615398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -4615409.000000 Penalty: 3470.015137
	Iteration 41Q: 3 clusters Score -4615409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -4615413.000000 Penalty: 3470.015137
	Iteration 42Q: 3 clusters Score -4615413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -4615408.500000 Penalty: 3470.015137
	Iteration 43Q: 3 clusters Score -4615408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -4615414.000000 Penalty: 3470.015137
	Iteration 44Q: 3 clusters Score -4615414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -4615414.500000 Penalty: 3470.015137
	Iteration 45Q: 3 clusters Score -4615414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -4615422.500000 Penalty: 3470.015137
	Iteration 46Q: 3 clusters Score -4615422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -4615418.500000 Penalty: 3470.015137
	Iteration 47Q: 3 clusters Score -4615418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -4615421.000000 Penalty: 3470.015137
	Iteration 48Q: 3 clusters Score -4615421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -4615420.500000 Penalty: 3470.015137
	Iteration 49Q: 3 clusters Score -4615420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -4615426.500000 Penalty: 3470.015137
	Iteration 50Q: 3 clusters Score -4615426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -4615427.000000 Penalty: 3470.015137
	Iteration 51Q: 3 clusters Score -4615427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -4615428.000000 Penalty: 3470.015137
	Iteration 52Q: 3 clusters Score -4615428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -4615425.000000 Penalty: 3470.015137
	Iteration 53Q: 3 clusters Score -4615425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -4615428.000000 Penalty: 3470.015137
	Iteration 54Q: 3 clusters Score -4615428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -4615428.500000 Penalty: 3470.015137
	Iteration 55Q: 3 clusters Score -4615428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -4615436.500000 Penalty: 3470.015137
	Iteration 56Q: 3 clusters Score -4615436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -4615438.000000 Penalty: 3470.015137
	Iteration 57Q: 3 clusters Score -4615438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -4615437.500000 Penalty: 3470.015137
	Iteration 58Q: 3 clusters Score -4615438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -4615447.000000 Penalty: 3470.015137
	Iteration 59Q: 3 clusters Score -4615447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -4615452.500000 Penalty: 3470.015137
	Iteration 60F: 3 clusters Score -4615452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -4615453.000000 Penalty: 3470.015137
	Iteration 61Q: 3 clusters Score -4615453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -4615449.500000 Penalty: 3470.015137
	Iteration 62Q: 3 clusters Score -4615450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -4615457.500000 Penalty: 3470.015137
	Iteration 63Q: 3 clusters Score -4615458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -4615458.500000 Penalty: 3470.015137
	Iteration 64Q: 3 clusters Score -4615458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4615464.500000 Penalty: 3470.015137
	Iteration 65Q: 3 clusters Score -4615464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -4615468.500000 Penalty: 3470.015137
	Iteration 66Q: 3 clusters Score -4615468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -4615470.000000 Penalty: 3470.015137
	Iteration 67Q: 3 clusters Score -4615470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -4615470.000000 Penalty: 3470.015137
	Iteration 68F: 3 clusters Score -4615470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -427174.250000 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -427174.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -423953.031250 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -423953 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -424732.031250 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -424732 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -424864.375000 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -424864.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -424944.062500 Penalty: 2675.716064
	Iteration 3Q: 3 clusters Score -424944.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -424998.125000 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -424998.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -425044.000000 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -425044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -425083.343750 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -425083.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -425111.062500 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -425111.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -425141.375000 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -425141.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -425167.250000 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -425167.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -425188.593750 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -425188.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -425210.343750 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -425210.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -425227.312500 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -425227.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -425249.187500 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -425249.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -425277.000000 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -425277 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -425314.093750 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -425314.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -425347.312500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -425347.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -425380.406250 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -425380.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -425416.218750 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -425416.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -425463.656250 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -425463.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -425502.781250 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -425502.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -425558.093750 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -425558.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -425607.250000 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -425607.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -425665.187500 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -425665.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -425732.750000 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -425732.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -425792.562500 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -425792.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -425838.375000 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -425838.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -425871.125000 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -425871.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -425902.031250 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -425902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -425924.968750 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -425925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -425943.843750 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -425943.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -425963.500000 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -425963.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -425974.906250 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -425974.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -425986.187500 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -425986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -425989.812500 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -425989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -425991.031250 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -425991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -425994.406250 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -425994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -425994.968750 Penalty: 2675.716064
	Iteration 37Q: 3 clusters Score -425995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -425994.968750 Penalty: 2675.716064
	Iteration 38F: 3 clusters Score -425995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Entering Unmasked Estep 
Score: -3742186.750000 Penalty: 1695.944824
	Iteration 0F: 2 clusters Score -3742187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3719477.250000 Penalty: 3391.889648
	Iteration 0F: 3 clusters Score -3719477 nChanged 15615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3728002.000000 Penalty: 3391.889648
	Iteration 1F: 3 clusters Score -3728002 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3728401.000000 Penalty: 3391.889648
	Iteration 2Q: 3 clusters Score -3728401 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3728823.750000 Penalty: 3391.889648
	Iteration 3Q: 3 clusters Score -3728824 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3729294.000000 Penalty: 3391.889648
	Iteration 4Q: 3 clusters Score -3729294 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3729919.000000 Penalty: 3391.889648
	Iteration 5Q: 3 clusters Score -3729919 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3730655.000000 Penalty: 3391.889648
	Iteration 6Q: 3 clusters Score -3730655 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3731631.500000 Penalty: 3391.889648
	Iteration 7F: 3 clusters Score -3731632 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3732904.250000 Penalty: 3391.889648
	Iteration 8F: 3 clusters Score -3732904 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3734499.500000 Penalty: 3391.889648
	Iteration 9F: 3 clusters Score -3734500 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3735879.750000 Penalty: 3391.889648
	Iteration 10F: 3 clusters Score -3735880 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3736693.750000 Penalty: 3391.889648
	Iteration 11Q: 3 clusters Score -3736694 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3737064.000000 Penalty: 3391.889648
	Iteration 12Q: 3 clusters Score -3737064 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3737262.750000 Penalty: 3391.889648
	Iteration 13Q: 3 clusters Score -3737263 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3737416.250000 Penalty: 3391.889648
	Iteration 14Q: 3 clusters Score -3737416 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3737522.750000 Penalty: 3391.889648
	Iteration 15Q: 3 clusters Score -3737523 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3737647.250000 Penalty: 3391.889648
	Iteration 16Q: 3 clusters Score -3737647 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3737751.500000 Penalty: 3391.889648
	Iteration 17Q: 3 clusters Score -3737752 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3737877.000000 Penalty: 3391.889648
	Iteration 18Q: 3 clusters Score -3737877 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3737975.250000 Penalty: 3391.889648
	Iteration 19Q: 3 clusters Score -3737975 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3738088.500000 Penalty: 3391.889648
	Iteration 20F: 3 clusters Score -3738088 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3738169.000000 Penalty: 3391.889648
	Iteration 21Q: 3 clusters Score -3738169 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3738248.750000 Penalty: 3391.889648
	Iteration 22Q: 3 clusters Score -3738249 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3738364.000000 Penalty: 3391.889648
	Iteration 23Q: 3 clusters Score -3738364 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3738466.000000 Penalty: 3391.889648
	Iteration 24Q: 3 clusters Score -3738466 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3738564.750000 Penalty: 3391.889648
	Iteration 25Q: 3 clusters Score -3738565 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -3738685.750000 Penalty: 3391.889648
	Iteration 26Q: 3 clusters Score -3738686 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3738804.750000 Penalty: 3391.889648
	Iteration 27Q: 3 clusters Score -3738805 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3738925.500000 Penalty: 3391.889648
	Iteration 28Q: 3 clusters Score -3738926 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3739042.250000 Penalty: 3391.889648
	Iteration 29Q: 3 clusters Score -3739042 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3739169.750000 Penalty: 3391.889648
	Iteration 30Q: 3 clusters Score -3739170 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3739262.750000 Penalty: 3391.889648
	Iteration 31Q: 3 clusters Score -3739263 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3739383.750000 Penalty: 3391.889648
	Iteration 32Q: 3 clusters Score -3739384 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3739498.500000 Penalty: 3391.889648
	Iteration 33Q: 3 clusters Score -3739498 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3739617.000000 Penalty: 3391.889648
	Iteration 34Q: 3 clusters Score -3739617 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3739727.750000 Penalty: 3391.889648
	Iteration 35Q: 3 clusters Score -3739728 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3739801.750000 Penalty: 3391.889648
	Iteration 36Q: 3 clusters Score -3739802 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3739918.250000 Penalty: 3391.889648
	Iteration 37Q: 3 clusters Score -3739918 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -3740039.750000 Penalty: 3391.889648
	Iteration 38Q: 3 clusters Score -3740040 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -3740127.500000 Penalty: 3391.889648
	Iteration 39Q: 3 clusters Score -3740128 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -3740205.500000 Penalty: 3391.889648
	Iteration 40F: 3 clusters Score -3740206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3740277.000000 Penalty: 3391.889648
	Iteration 41Q: 3 clusters Score -3740277 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -3740340.500000 Penalty: 3391.889648
	Iteration 42Q: 3 clusters Score -3740340 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -3740398.250000 Penalty: 3391.889648
	Iteration 43Q: 3 clusters Score -3740398 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -3740449.250000 Penalty: 3391.889648
	Iteration 44Q: 3 clusters Score -3740449 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3740474.250000 Penalty: 3391.889648
	Iteration 45Q: 3 clusters Score -3740474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -3740522.500000 Penalty: 3391.889648
	Iteration 46Q: 3 clusters Score -3740522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3740554.000000 Penalty: 3391.889648
	Iteration 47Q: 3 clusters Score -3740554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3740589.500000 Penalty: 3391.889648
	Iteration 48Q: 3 clusters Score -3740590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -3740629.750000 Penalty: 3391.889648
	Iteration 49Q: 3 clusters Score -3740630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -3740640.000000 Penalty: 3391.889648
	Iteration 50Q: 3 clusters Score -3740640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3740645.750000 Penalty: 3391.889648
	Iteration 51Q: 3 clusters Score -3740646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3740675.000000 Penalty: 3391.889648
	Iteration 52Q: 3 clusters Score -3740675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3740698.000000 Penalty: 3391.889648
	Iteration 53Q: 3 clusters Score -3740698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -3740717.250000 Penalty: 3391.889648
	Iteration 54Q: 3 clusters Score -3740717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -3740718.750000 Penalty: 3391.889648
	Iteration 55Q: 3 clusters Score -3740719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3740730.750000 Penalty: 3391.889648
	Iteration 56Q: 3 clusters Score -3740731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3740741.250000 Penalty: 3391.889648
	Iteration 57Q: 3 clusters Score -3740741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3740757.500000 Penalty: 3391.889648
	Iteration 58Q: 3 clusters Score -3740758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3740768.250000 Penalty: 3391.889648
	Iteration 59Q: 3 clusters Score -3740768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -3740772.500000 Penalty: 3391.889648
	Iteration 60F: 3 clusters Score -3740772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3740781.500000 Penalty: 3391.889648
	Iteration 61Q: 3 clusters Score -3740782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -3740797.500000 Penalty: 3391.889648
	Iteration 62Q: 3 clusters Score -3740798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3740804.500000 Penalty: 3391.889648
	Iteration 63Q: 3 clusters Score -3740804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3740817.250000 Penalty: 3391.889648
	Iteration 64Q: 3 clusters Score -3740817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -3740827.750000 Penalty: 3391.889648
	Iteration 65Q: 3 clusters Score -3740828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -3740832.250000 Penalty: 3391.889648
	Iteration 66Q: 3 clusters Score -3740832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -3740840.500000 Penalty: 3391.889648
	Iteration 67Q: 3 clusters Score -3740840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -3740848.250000 Penalty: 3391.889648
	Iteration 68Q: 3 clusters Score -3740848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3740847.750000 Penalty: 3391.889648
	Iteration 69Q: 3 clusters Score -3740848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -3740844.750000 Penalty: 3391.889648
	Iteration 70Q: 3 clusters Score -3740845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3740843.750000 Penalty: 3391.889648
	Iteration 71Q: 3 clusters Score -3740844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -3740851.250000 Penalty: 3391.889648
	Iteration 72Q: 3 clusters Score -3740851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -3740854.500000 Penalty: 3391.889648
	Iteration 73Q: 3 clusters Score -3740854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -3740853.250000 Penalty: 3391.889648
	Iteration 74Q: 3 clusters Score -3740853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -3740862.000000 Penalty: 3391.889648
	Iteration 75Q: 3 clusters Score -3740862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3740868.250000 Penalty: 3391.889648
	Iteration 76Q: 3 clusters Score -3740868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3740878.000000 Penalty: 3391.889648
	Iteration 77Q: 3 clusters Score -3740878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -3740885.250000 Penalty: 3391.889648
	Iteration 78Q: 3 clusters Score -3740885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -3740889.250000 Penalty: 3391.889648
	Iteration 79Q: 3 clusters Score -3740889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -3740892.500000 Penalty: 3391.889648
	Iteration 80F: 3 clusters Score -3740892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -3740900.000000 Penalty: 3391.889648
	Iteration 81Q: 3 clusters Score -3740900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -3740902.750000 Penalty: 3391.889648
	Iteration 82Q: 3 clusters Score -3740903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -3740902.250000 Penalty: 3391.889648
	Iteration 83Q: 3 clusters Score -3740902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -3740904.750000 Penalty: 3391.889648
	Iteration 84Q: 3 clusters Score -3740905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -3740907.250000 Penalty: 3391.889648
	Iteration 85Q: 3 clusters Score -3740907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -3740909.000000 Penalty: 3391.889648
	Iteration 86Q: 3 clusters Score -3740909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3740901.750000 Penalty: 3391.889648
	Iteration 87Q: 3 clusters Score -3740902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -3740902.500000 Penalty: 3391.889648
	Iteration 88Q: 3 clusters Score -3740902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -3740907.250000 Penalty: 3391.889648
	Iteration 89Q: 3 clusters Score -3740907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3740909.750000 Penalty: 3391.889648
	Iteration 90Q: 3 clusters Score -3740910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -3740908.000000 Penalty: 3391.889648
	Iteration 91Q: 3 clusters Score -3740908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -3740913.750000 Penalty: 3391.889648
	Iteration 92Q: 3 clusters Score -3740914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -3740911.750000 Penalty: 3391.889648
	Iteration 93Q: 3 clusters Score -3740912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3740912.250000 Penalty: 3391.889648
	Iteration 94Q: 3 clusters Score -3740912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -3740916.000000 Penalty: 3391.889648
	Iteration 95Q: 3 clusters Score -3740916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -3740915.000000 Penalty: 3391.889648
	Iteration 96Q: 3 clusters Score -3740915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -3740913.000000 Penalty: 3391.889648
	Iteration 97Q: 3 clusters Score -3740913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -3740912.750000 Penalty: 3391.889648
	Iteration 98Q: 3 clusters Score -3740913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -3740912.750000 Penalty: 3391.889648
	Iteration 99Q: 3 clusters Score -3740913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -3740912.750000 Penalty: 3391.889648
	Iteration 100F: 3 clusters Score -3740913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Entering Unmasked Estep 
Score: -7118923.000000 Penalty: 1800.960571
	Iteration 0F: 2 clusters Score -7118923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -7075264.000000 Penalty: 3601.921143
	Iteration 0F: 3 clusters Score -7075264 nChanged 30824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -7092860.000000 Penalty: 3601.921143
	Iteration 1F: 3 clusters Score -7092860 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -7093269.000000 Penalty: 3601.921143
	Iteration 2Q: 3 clusters Score -7093269 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -7093722.000000 Penalty: 3601.921143
	Iteration 3Q: 3 clusters Score -7093722 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -7094241.000000 Penalty: 3601.921143
	Iteration 4Q: 3 clusters Score -7094241 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -7094994.000000 Penalty: 3601.921143
	Iteration 5Q: 3 clusters Score -7094994 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -7096235.500000 Penalty: 3601.921143
	Iteration 6Q: 3 clusters Score -7096236 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -7098381.500000 Penalty: 3601.921143
	Iteration 7F: 3 clusters Score -7098382 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -7101913.000000 Penalty: 3601.921143
	Iteration 8F: 3 clusters Score -7101913 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -7106697.500000 Penalty: 3601.921143
	Iteration 9F: 3 clusters Score -7106698 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -7111374.000000 Penalty: 3601.921143
	Iteration 10F: 3 clusters Score -7111374 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7114407.500000 Penalty: 3601.921143
	Iteration 11Q: 3 clusters Score -7114408 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7115985.000000 Penalty: 3601.921143
	Iteration 12Q: 3 clusters Score -7115985 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7116651.000000 Penalty: 3601.921143
	Iteration 13Q: 3 clusters Score -7116651 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7117032.500000 Penalty: 3601.921143
	Iteration 14Q: 3 clusters Score -7117032 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7117239.500000 Penalty: 3601.921143
	Iteration 15Q: 3 clusters Score -7117240 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7117341.000000 Penalty: 3601.921143
	Iteration 16Q: 3 clusters Score -7117341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7117403.500000 Penalty: 3601.921143
	Iteration 17Q: 3 clusters Score -7117404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7117465.000000 Penalty: 3601.921143
	Iteration 18Q: 3 clusters Score -7117465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7117497.500000 Penalty: 3601.921143
	Iteration 19Q: 3 clusters Score -7117498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7117513.000000 Penalty: 3601.921143
	Iteration 20F: 3 clusters Score -7117513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7117513.500000 Penalty: 3601.921143
	Iteration 21Q: 3 clusters Score -7117514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7117520.500000 Penalty: 3601.921143
	Iteration 22Q: 3 clusters Score -7117520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7117536.500000 Penalty: 3601.921143
	Iteration 23Q: 3 clusters Score -7117536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7117553.000000 Penalty: 3601.921143
	Iteration 24Q: 3 clusters Score -7117553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7117564.000000 Penalty: 3601.921143
	Iteration 25Q: 3 clusters Score -7117564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7117567.500000 Penalty: 3601.921143
	Iteration 26Q: 3 clusters Score -7117568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7117571.500000 Penalty: 3601.921143
	Iteration 27Q: 3 clusters Score -7117572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7117579.000000 Penalty: 3601.921143
	Iteration 28Q: 3 clusters Score -7117579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7117578.500000 Penalty: 3601.921143
	Iteration 29Q: 3 clusters Score -7117578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7117583.500000 Penalty: 3601.921143
	Iteration 30Q: 3 clusters Score -7117584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7117577.500000 Penalty: 3601.921143
	Iteration 31Q: 3 clusters Score -7117578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7117579.000000 Penalty: 3601.921143
	Iteration 32Q: 3 clusters Score -7117579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7117575.500000 Penalty: 3601.921143
	Iteration 33Q: 3 clusters Score -7117576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7117583.500000 Penalty: 3601.921143
	Iteration 34Q: 3 clusters Score -7117584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7117590.000000 Penalty: 3601.921143
	Iteration 35Q: 3 clusters Score -7117590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7117586.000000 Penalty: 3601.921143
	Iteration 36Q: 3 clusters Score -7117586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7117591.500000 Penalty: 3601.921143
	Iteration 37Q: 3 clusters Score -7117592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7117591.500000 Penalty: 3601.921143
	Iteration 38Q: 3 clusters Score -7117592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7117593.000000 Penalty: 3601.921143
	Iteration 39Q: 3 clusters Score -7117593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7117591.000000 Penalty: 3601.921143
	Iteration 40F: 3 clusters Score -7117591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (109499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Entering Unmasked Estep 
Score: -11893024.000000 Penalty: 1885.596558
	Iteration 0F: 2 clusters Score -1.189302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -11819897.000000 Penalty: 3771.193115
	Iteration 0F: 3 clusters Score -1.18199e+07 nChanged 52187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -11850577.000000 Penalty: 3771.193115
	Iteration 1F: 3 clusters Score -1.185058e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -11851373.000000 Penalty: 3771.193115
	Iteration 2Q: 3 clusters Score -1.185137e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -11852393.000000 Penalty: 3771.193115
	Iteration 3Q: 3 clusters Score -1.185239e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -11853754.000000 Penalty: 3771.193115
	Iteration 4Q: 3 clusters Score -1.185375e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -11855808.000000 Penalty: 3771.193115
	Iteration 5Q: 3 clusters Score -1.185581e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -11859242.000000 Penalty: 3771.193115
	Iteration 6F: 3 clusters Score -1.185924e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -11864658.000000 Penalty: 3771.193115
	Iteration 7F: 3 clusters Score -1.186466e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -11870550.000000 Penalty: 3771.193115
	Iteration 8F: 3 clusters Score -1.187055e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -11874507.000000 Penalty: 3771.193115
	Iteration 9F: 3 clusters Score -1.187451e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -11876367.000000 Penalty: 3771.193115
	Iteration 10Q: 3 clusters Score -1.187637e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -11877155.000000 Penalty: 3771.193115
	Iteration 11Q: 3 clusters Score -1.187716e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -11877619.000000 Penalty: 3771.193115
	Iteration 12Q: 3 clusters Score -1.187762e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -11878047.000000 Penalty: 3771.193115
	Iteration 13Q: 3 clusters Score -1.187805e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -11878446.000000 Penalty: 3771.193115
	Iteration 14Q: 3 clusters Score -1.187845e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -11878880.000000 Penalty: 3771.193115
	Iteration 15Q: 3 clusters Score -1.187888e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -11879314.000000 Penalty: 3771.193115
	Iteration 16Q: 3 clusters Score -1.187931e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -11879783.000000 Penalty: 3771.193115
	Iteration 17Q: 3 clusters Score -1.187978e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -11880354.000000 Penalty: 3771.193115
	Iteration 18Q: 3 clusters Score -1.188035e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -11881033.000000 Penalty: 3771.193115
	Iteration 19Q: 3 clusters Score -1.188103e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -11881760.000000 Penalty: 3771.193115
	Iteration 20F: 3 clusters Score -1.188176e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -11882491.000000 Penalty: 3771.193115
	Iteration 21Q: 3 clusters Score -1.188249e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -11883185.000000 Penalty: 3771.193115
	Iteration 22Q: 3 clusters Score -1.188318e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -11884126.000000 Penalty: 3771.193115
	Iteration 23Q: 3 clusters Score -1.188413e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -11885021.000000 Penalty: 3771.193115
	Iteration 24Q: 3 clusters Score -1.188502e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -11885756.000000 Penalty: 3771.193115
	Iteration 25Q: 3 clusters Score -1.188576e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -11886617.000000 Penalty: 3771.193115
	Iteration 26Q: 3 clusters Score -1.188662e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -11887483.000000 Penalty: 3771.193115
	Iteration 27Q: 3 clusters Score -1.188748e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -11888272.000000 Penalty: 3771.193115
	Iteration 28Q: 3 clusters Score -1.188827e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -11888961.000000 Penalty: 3771.193115
	Iteration 29Q: 3 clusters Score -1.188896e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104781 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -11889470.000000 Penalty: 3771.193115
	Iteration 30Q: 3 clusters Score -1.188947e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -11889920.000000 Penalty: 3771.193115
	Iteration 31Q: 3 clusters Score -1.188992e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -11890285.000000 Penalty: 3771.193115
	Iteration 32Q: 3 clusters Score -1.189028e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -11890539.000000 Penalty: 3771.193115
	Iteration 33Q: 3 clusters Score -1.189054e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107370 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -11890713.000000 Penalty: 3771.193115
	Iteration 34Q: 3 clusters Score -1.189071e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107704 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -11890907.000000 Penalty: 3771.193115
	Iteration 35Q: 3 clusters Score -1.189091e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11891077.000000 Penalty: 3771.193115
	Iteration 36Q: 3 clusters Score -1.189108e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11891139.000000 Penalty: 3771.193115
	Iteration 37Q: 3 clusters Score -1.189114e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11891221.000000 Penalty: 3771.193115
	Iteration 38Q: 3 clusters Score -1.189122e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11891315.000000 Penalty: 3771.193115
	Iteration 39Q: 3 clusters Score -1.189132e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11891358.000000 Penalty: 3771.193115
	Iteration 40F: 3 clusters Score -1.189136e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11891406.000000 Penalty: 3771.193115
	Iteration 41Q: 3 clusters Score -1.189141e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11891433.000000 Penalty: 3771.193115
	Iteration 42Q: 3 clusters Score -1.189143e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11891460.000000 Penalty: 3771.193115
	Iteration 43Q: 3 clusters Score -1.189146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11891467.000000 Penalty: 3771.193115
	Iteration 44Q: 3 clusters Score -1.189147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11891463.000000 Penalty: 3771.193115
	Iteration 45Q: 3 clusters Score -1.189146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11891481.000000 Penalty: 3771.193115
	Iteration 46Q: 3 clusters Score -1.189148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11891489.000000 Penalty: 3771.193115
	Iteration 47Q: 3 clusters Score -1.189149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11891496.000000 Penalty: 3771.193115
	Iteration 48Q: 3 clusters Score -1.18915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11891492.000000 Penalty: 3771.193115
	Iteration 49Q: 3 clusters Score -1.189149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11891502.000000 Penalty: 3771.193115
	Iteration 50Q: 3 clusters Score -1.18915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11891494.000000 Penalty: 3771.193115
	Iteration 51Q: 3 clusters Score -1.189149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11891493.000000 Penalty: 3771.193115
	Iteration 52Q: 3 clusters Score -1.189149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108866 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11891504.000000 Penalty: 3771.193115
	Iteration 53Q: 3 clusters Score -1.18915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11891512.000000 Penalty: 3771.193115
	Iteration 54Q: 3 clusters Score -1.189151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11891522.000000 Penalty: 3771.193115
	Iteration 55Q: 3 clusters Score -1.189152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11891529.000000 Penalty: 3771.193115
	Iteration 56Q: 3 clusters Score -1.189153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11891528.000000 Penalty: 3771.193115
	Iteration 57Q: 3 clusters Score -1.189153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11891528.000000 Penalty: 3771.193115
	Iteration 58F: 3 clusters Score -1.189153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -145080.171875 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -145080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -143556.843750 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -143556.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -144255.703125 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -144255.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -144768.312500 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -144768.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -145180.937500 Penalty: 2378.093994
	Iteration 3F: 3 clusters Score -145180.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -145424.156250 Penalty: 2378.093994
	Iteration 4F: 3 clusters Score -145424.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -145555.875000 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -145555.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -145621.093750 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -145621.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -145683.453125 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -145683.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145719.890625 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -145719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145731.500000 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -145731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -145738.484375 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -145738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145746.156250 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -145746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -145751.140625 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -145751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -145751.890625 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -145751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145753.046875 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -145753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -145754.765625 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -145754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145756.546875 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -145756.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -145757.843750 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -145757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145763.500000 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -145763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145767.640625 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -145767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -145769.718750 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -145769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 3913 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 8 contains 34084 members 
Mstep: Class 10 contains 65045 members 
Mstep: Class 13 contains 109499 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 16 contains 166950 members 
Mstep: Class 17 contains 44848 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 130407 members 
Mstep: Class 20 contains 3402 members 
Mstep: Class 22 contains 50756 members 
Mstep: Class 23 contains 172753 members 
Entering Unmasked Estep 
Score: -93846072.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93846568.000000 to -93846072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (166950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Entering Unmasked Estep 
Score: -18098842.000000 Penalty: 1954.135620
	Iteration 0F: 2 clusters Score -1.809884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -17987724.000000 Penalty: 3908.271240
	Iteration 0F: 3 clusters Score -1.798772e+07 nChanged 80500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -18035084.000000 Penalty: 3908.271240
	Iteration 1F: 3 clusters Score -1.803508e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -18036098.000000 Penalty: 3908.271240
	Iteration 2Q: 3 clusters Score -1.80361e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -18037574.000000 Penalty: 3908.271240
	Iteration 3Q: 3 clusters Score -1.803757e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -18040044.000000 Penalty: 3908.271240
	Iteration 4Q: 3 clusters Score -1.804004e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -18044890.000000 Penalty: 3908.271240
	Iteration 5F: 3 clusters Score -1.804489e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 119656 members 
Entering Unmasked Estep 
Score: -18053440.000000 Penalty: 3908.271240
	Iteration 6F: 3 clusters Score -1.805344e+07 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -18065866.000000 Penalty: 3908.271240
	Iteration 7F: 3 clusters Score -1.806587e+07 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -18079176.000000 Penalty: 3908.271240
	Iteration 8F: 3 clusters Score -1.807918e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -18088658.000000 Penalty: 3908.271240
	Iteration 9F: 3 clusters Score -1.808866e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -18093828.000000 Penalty: 3908.271240
	Iteration 10Q: 3 clusters Score -1.809383e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 165506 members 
Entering Unmasked Estep 
Score: -18096024.000000 Penalty: 3908.271240
	Iteration 11Q: 3 clusters Score -1.809602e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -18096718.000000 Penalty: 3908.271240
	Iteration 12Q: 3 clusters Score -1.809672e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 166611 members 
Entering Unmasked Estep 
Score: -18096928.000000 Penalty: 3908.271240
	Iteration 13Q: 3 clusters Score -1.809693e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 166689 members 
Entering Unmasked Estep 
Score: -18097064.000000 Penalty: 3908.271240
	Iteration 14Q: 3 clusters Score -1.809706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 166715 members 
Entering Unmasked Estep 
Score: -18097104.000000 Penalty: 3908.271240
	Iteration 15Q: 3 clusters Score -1.80971e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 166734 members 
Entering Unmasked Estep 
Score: -18097120.000000 Penalty: 3908.271240
	Iteration 16Q: 3 clusters Score -1.809712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 166739 members 
Entering Unmasked Estep 
Score: -18097140.000000 Penalty: 3908.271240
	Iteration 17Q: 3 clusters Score -1.809714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 166740 members 
Entering Unmasked Estep 
Score: -18097142.000000 Penalty: 3908.271240
	Iteration 18Q: 3 clusters Score -1.809714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166746 members 
Entering Unmasked Estep 
Score: -18097146.000000 Penalty: 3908.271240
	Iteration 19Q: 3 clusters Score -1.809715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 166749 members 
Entering Unmasked Estep 
Score: -18097166.000000 Penalty: 3908.271240
	Iteration 20F: 3 clusters Score -1.809717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -18097174.000000 Penalty: 3908.271240
	Iteration 21Q: 3 clusters Score -1.809717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166758 members 
Entering Unmasked Estep 
Score: -18097174.000000 Penalty: 3908.271240
	Iteration 22Q: 3 clusters Score -1.809717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -18097178.000000 Penalty: 3908.271240
	Iteration 23Q: 3 clusters Score -1.809718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -18097184.000000 Penalty: 3908.271240
	Iteration 24Q: 3 clusters Score -1.809718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -18097184.000000 Penalty: 3908.271240
	Iteration 25F: 3 clusters Score -1.809718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Entering Unmasked Estep 
Score: -4926296.500000 Penalty: 1740.542969
	Iteration 0F: 2 clusters Score -4926296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -4896201.500000 Penalty: 3481.085938
	Iteration 0F: 3 clusters Score -4896202 nChanged 21011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4908317.000000 Penalty: 3481.085938
	Iteration 1F: 3 clusters Score -4908317 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4908926.500000 Penalty: 3481.085938
	Iteration 2Q: 3 clusters Score -4908926 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4909692.500000 Penalty: 3481.085938
	Iteration 3Q: 3 clusters Score -4909692 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4910835.000000 Penalty: 3481.085938
	Iteration 4F: 3 clusters Score -4910835 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4912481.500000 Penalty: 3481.085938
	Iteration 5F: 3 clusters Score -4912482 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -4914859.500000 Penalty: 3481.085938
	Iteration 6F: 3 clusters Score -4914860 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -4917704.500000 Penalty: 3481.085938
	Iteration 7F: 3 clusters Score -4917704 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -4920330.500000 Penalty: 3481.085938
	Iteration 8F: 3 clusters Score -4920330 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4921818.500000 Penalty: 3481.085938
	Iteration 9Q: 3 clusters Score -4921818 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -4922531.500000 Penalty: 3481.085938
	Iteration 10Q: 3 clusters Score -4922532 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -4922928.000000 Penalty: 3481.085938
	Iteration 11Q: 3 clusters Score -4922928 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -4923231.000000 Penalty: 3481.085938
	Iteration 12Q: 3 clusters Score -4923231 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4923451.500000 Penalty: 3481.085938
	Iteration 13Q: 3 clusters Score -4923452 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4923634.000000 Penalty: 3481.085938
	Iteration 14Q: 3 clusters Score -4923634 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4923787.000000 Penalty: 3481.085938
	Iteration 15Q: 3 clusters Score -4923787 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4923947.500000 Penalty: 3481.085938
	Iteration 16Q: 3 clusters Score -4923948 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4924095.500000 Penalty: 3481.085938
	Iteration 17Q: 3 clusters Score -4924096 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4924203.500000 Penalty: 3481.085938
	Iteration 18Q: 3 clusters Score -4924204 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4924294.000000 Penalty: 3481.085938
	Iteration 19Q: 3 clusters Score -4924294 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4924360.000000 Penalty: 3481.085938
	Iteration 20F: 3 clusters Score -4924360 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4924424.500000 Penalty: 3481.085938
	Iteration 21Q: 3 clusters Score -4924424 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4924491.500000 Penalty: 3481.085938
	Iteration 22Q: 3 clusters Score -4924492 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4924549.000000 Penalty: 3481.085938
	Iteration 23Q: 3 clusters Score -4924549 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4924608.500000 Penalty: 3481.085938
	Iteration 24Q: 3 clusters Score -4924608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4924689.000000 Penalty: 3481.085938
	Iteration 25Q: 3 clusters Score -4924689 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4924747.000000 Penalty: 3481.085938
	Iteration 26Q: 3 clusters Score -4924747 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4924790.500000 Penalty: 3481.085938
	Iteration 27Q: 3 clusters Score -4924790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4924837.000000 Penalty: 3481.085938
	Iteration 28Q: 3 clusters Score -4924837 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4924845.000000 Penalty: 3481.085938
	Iteration 29Q: 3 clusters Score -4924845 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4924886.500000 Penalty: 3481.085938
	Iteration 30Q: 3 clusters Score -4924886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4924910.000000 Penalty: 3481.085938
	Iteration 31Q: 3 clusters Score -4924910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4924923.500000 Penalty: 3481.085938
	Iteration 32Q: 3 clusters Score -4924924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4924955.500000 Penalty: 3481.085938
	Iteration 33Q: 3 clusters Score -4924956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4924961.000000 Penalty: 3481.085938
	Iteration 34Q: 3 clusters Score -4924961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4924968.500000 Penalty: 3481.085938
	Iteration 35Q: 3 clusters Score -4924968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4924973.500000 Penalty: 3481.085938
	Iteration 36Q: 3 clusters Score -4924974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4924986.000000 Penalty: 3481.085938
	Iteration 37Q: 3 clusters Score -4924986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4925001.500000 Penalty: 3481.085938
	Iteration 38Q: 3 clusters Score -4925002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4925007.500000 Penalty: 3481.085938
	Iteration 39Q: 3 clusters Score -4925008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4925033.000000 Penalty: 3481.085938
	Iteration 40F: 3 clusters Score -4925033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4925030.000000 Penalty: 3481.085938
	Iteration 41Q: 3 clusters Score -4925030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4925044.500000 Penalty: 3481.085938
	Iteration 42Q: 3 clusters Score -4925044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4925042.500000 Penalty: 3481.085938
	Iteration 43Q: 3 clusters Score -4925042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4925051.000000 Penalty: 3481.085938
	Iteration 44Q: 3 clusters Score -4925051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4925051.500000 Penalty: 3481.085938
	Iteration 45Q: 3 clusters Score -4925052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4925056.000000 Penalty: 3481.085938
	Iteration 46Q: 3 clusters Score -4925056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4925059.500000 Penalty: 3481.085938
	Iteration 47Q: 3 clusters Score -4925060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4925062.000000 Penalty: 3481.085938
	Iteration 48Q: 3 clusters Score -4925062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4925062.000000 Penalty: 3481.085938
	Iteration 49Q: 3 clusters Score -4925062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4925062.000000 Penalty: 3481.085938
	Iteration 50Q: 3 clusters Score -4925062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4925069.500000 Penalty: 3481.085938
	Iteration 51Q: 3 clusters Score -4925070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4925067.000000 Penalty: 3481.085938
	Iteration 52Q: 3 clusters Score -4925067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4925064.000000 Penalty: 3481.085938
	Iteration 53Q: 3 clusters Score -4925064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4925065.000000 Penalty: 3481.085938
	Iteration 54Q: 3 clusters Score -4925065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4925064.000000 Penalty: 3481.085938
	Iteration 55Q: 3 clusters Score -4925064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4925071.500000 Penalty: 3481.085938
	Iteration 56Q: 3 clusters Score -4925072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4925069.500000 Penalty: 3481.085938
	Iteration 57Q: 3 clusters Score -4925070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4925069.000000 Penalty: 3481.085938
	Iteration 58Q: 3 clusters Score -4925069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4925069.000000 Penalty: 3481.085938
	Iteration 59Q: 3 clusters Score -4925069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4925069.000000 Penalty: 3481.085938
	Iteration 60F: 3 clusters Score -4925069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Entering Unmasked Estep 
Score: -480903.812500 Penalty: 1366.017456
	Iteration 0F: 2 clusters Score -480903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -477293.281250 Penalty: 2732.034912
	Iteration 0F: 3 clusters Score -477293.3 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -478258.312500 Penalty: 2732.034912
	Iteration 1F: 3 clusters Score -478258.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -478437.781250 Penalty: 2732.034912
	Iteration 2F: 3 clusters Score -478437.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -478532.000000 Penalty: 2732.034912
	Iteration 3Q: 3 clusters Score -478532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -478593.593750 Penalty: 2732.034912
	Iteration 4Q: 3 clusters Score -478593.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -478641.875000 Penalty: 2732.034912
	Iteration 5Q: 3 clusters Score -478641.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -478684.562500 Penalty: 2732.034912
	Iteration 6Q: 3 clusters Score -478684.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -478720.062500 Penalty: 2732.034912
	Iteration 7Q: 3 clusters Score -478720.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -478752.468750 Penalty: 2732.034912
	Iteration 8Q: 3 clusters Score -478752.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -478781.593750 Penalty: 2732.034912
	Iteration 9Q: 3 clusters Score -478781.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -478806.750000 Penalty: 2732.034912
	Iteration 10Q: 3 clusters Score -478806.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -478831.843750 Penalty: 2732.034912
	Iteration 11Q: 3 clusters Score -478831.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -478850.062500 Penalty: 2732.034912
	Iteration 12Q: 3 clusters Score -478850.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -478875.250000 Penalty: 2732.034912
	Iteration 13Q: 3 clusters Score -478875.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -478912.593750 Penalty: 2732.034912
	Iteration 14Q: 3 clusters Score -478912.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -478960.875000 Penalty: 2732.034912
	Iteration 15Q: 3 clusters Score -478960.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -479016.062500 Penalty: 2732.034912
	Iteration 16Q: 3 clusters Score -479016.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -479075.718750 Penalty: 2732.034912
	Iteration 17Q: 3 clusters Score -479075.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -479132.531250 Penalty: 2732.034912
	Iteration 18Q: 3 clusters Score -479132.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -479179.500000 Penalty: 2732.034912
	Iteration 19Q: 3 clusters Score -479179.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479222.031250 Penalty: 2732.034912
	Iteration 20F: 3 clusters Score -479222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -479268.718750 Penalty: 2732.034912
	Iteration 21Q: 3 clusters Score -479268.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -479315.968750 Penalty: 2732.034912
	Iteration 22Q: 3 clusters Score -479316 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -479357.906250 Penalty: 2732.034912
	Iteration 23Q: 3 clusters Score -479357.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -479398.906250 Penalty: 2732.034912
	Iteration 24Q: 3 clusters Score -479398.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -479437.125000 Penalty: 2732.034912
	Iteration 25Q: 3 clusters Score -479437.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -479464.875000 Penalty: 2732.034912
	Iteration 26Q: 3 clusters Score -479464.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -479492.593750 Penalty: 2732.034912
	Iteration 27Q: 3 clusters Score -479492.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -479516.625000 Penalty: 2732.034912
	Iteration 28Q: 3 clusters Score -479516.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -479534.625000 Penalty: 2732.034912
	Iteration 29Q: 3 clusters Score -479534.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -479550.343750 Penalty: 2732.034912
	Iteration 30Q: 3 clusters Score -479550.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -479563.562500 Penalty: 2732.034912
	Iteration 31Q: 3 clusters Score -479563.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -479576.156250 Penalty: 2732.034912
	Iteration 32Q: 3 clusters Score -479576.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -479589.812500 Penalty: 2732.034912
	Iteration 33Q: 3 clusters Score -479589.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -479595.093750 Penalty: 2732.034912
	Iteration 34Q: 3 clusters Score -479595.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -479599.281250 Penalty: 2732.034912
	Iteration 35Q: 3 clusters Score -479599.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -479602.187500 Penalty: 2732.034912
	Iteration 36Q: 3 clusters Score -479602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -479606.000000 Penalty: 2732.034912
	Iteration 37Q: 3 clusters Score -479606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -479609.843750 Penalty: 2732.034912
	Iteration 38Q: 3 clusters Score -479609.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -479615.468750 Penalty: 2732.034912
	Iteration 39Q: 3 clusters Score -479615.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -479618.687500 Penalty: 2732.034912
	Iteration 40F: 3 clusters Score -479618.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -479622.656250 Penalty: 2732.034912
	Iteration 41Q: 3 clusters Score -479622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -479623.375000 Penalty: 2732.034912
	Iteration 42Q: 3 clusters Score -479623.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -479625.406250 Penalty: 2732.034912
	Iteration 43Q: 3 clusters Score -479625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -479625.468750 Penalty: 2732.034912
	Iteration 44Q: 3 clusters Score -479625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -479626.250000 Penalty: 2732.034912
	Iteration 45Q: 3 clusters Score -479626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -479625.843750 Penalty: 2732.034912
	Iteration 46Q: 3 clusters Score -479625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -479626.312500 Penalty: 2732.034912
	Iteration 47Q: 3 clusters Score -479626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -479627.156250 Penalty: 2732.034912
	Iteration 48Q: 3 clusters Score -479627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -479627.156250 Penalty: 2732.034912
	Iteration 49Q: 3 clusters Score -479627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -479627.625000 Penalty: 2732.034912
	Iteration 50Q: 3 clusters Score -479627.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -479627.625000 Penalty: 2732.034912
	Iteration 51F: 3 clusters Score -479627.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130407 members 
Entering Unmasked Estep 
Score: -14156820.000000 Penalty: 1913.992554
	Iteration 0F: 2 clusters Score -1.415682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -14069960.000000 Penalty: 3827.985107
	Iteration 0F: 3 clusters Score -1.406996e+07 nChanged 62658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -14107011.000000 Penalty: 3827.985107
	Iteration 1F: 3 clusters Score -1.410701e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -14107830.000000 Penalty: 3827.985107
	Iteration 2Q: 3 clusters Score -1.410783e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -14108871.000000 Penalty: 3827.985107
	Iteration 3Q: 3 clusters Score -1.410887e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -14110802.000000 Penalty: 3827.985107
	Iteration 4Q: 3 clusters Score -1.41108e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 77532 members 
Entering Unmasked Estep 
Score: -14113739.000000 Penalty: 3827.985107
	Iteration 5Q: 3 clusters Score -1.411374e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -14118833.000000 Penalty: 3827.985107
	Iteration 6F: 3 clusters Score -1.411883e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -14125823.000000 Penalty: 3827.985107
	Iteration 7F: 3 clusters Score -1.412582e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -14133223.000000 Penalty: 3827.985107
	Iteration 8F: 3 clusters Score -1.413322e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 104214 members 
Entering Unmasked Estep 
Score: -14138823.000000 Penalty: 3827.985107
	Iteration 9F: 3 clusters Score -1.413882e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -14142692.000000 Penalty: 3827.985107
	Iteration 10Q: 3 clusters Score -1.414269e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -14145354.000000 Penalty: 3827.985107
	Iteration 11Q: 3 clusters Score -1.414535e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 115930 members 
Entering Unmasked Estep 
Score: -14147308.000000 Penalty: 3827.985107
	Iteration 12Q: 3 clusters Score -1.414731e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 118862 members 
Entering Unmasked Estep 
Score: -14148757.000000 Penalty: 3827.985107
	Iteration 13Q: 3 clusters Score -1.414876e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 121391 members 
Entering Unmasked Estep 
Score: -14150177.000000 Penalty: 3827.985107
	Iteration 14Q: 3 clusters Score -1.415018e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 123596 members 
Entering Unmasked Estep 
Score: -14151425.000000 Penalty: 3827.985107
	Iteration 15Q: 3 clusters Score -1.415142e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 125409 members 
Entering Unmasked Estep 
Score: -14152431.000000 Penalty: 3827.985107
	Iteration 16Q: 3 clusters Score -1.415243e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 126862 members 
Entering Unmasked Estep 
Score: -14153308.000000 Penalty: 3827.985107
	Iteration 17Q: 3 clusters Score -1.415331e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 127944 members 
Entering Unmasked Estep 
Score: -14153893.000000 Penalty: 3827.985107
	Iteration 18Q: 3 clusters Score -1.415389e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 128708 members 
Entering Unmasked Estep 
Score: -14154387.000000 Penalty: 3827.985107
	Iteration 19Q: 3 clusters Score -1.415439e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 129187 members 
Entering Unmasked Estep 
Score: -14154667.000000 Penalty: 3827.985107
	Iteration 20F: 3 clusters Score -1.415467e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 129494 members 
Entering Unmasked Estep 
Score: -14154826.000000 Penalty: 3827.985107
	Iteration 21Q: 3 clusters Score -1.415483e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 129678 members 
Entering Unmasked Estep 
Score: -14154956.000000 Penalty: 3827.985107
	Iteration 22Q: 3 clusters Score -1.415496e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 129798 members 
Entering Unmasked Estep 
Score: -14155015.000000 Penalty: 3827.985107
	Iteration 23Q: 3 clusters Score -1.415502e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -14155053.000000 Penalty: 3827.985107
	Iteration 24Q: 3 clusters Score -1.415505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 129939 members 
Entering Unmasked Estep 
Score: -14155116.000000 Penalty: 3827.985107
	Iteration 25Q: 3 clusters Score -1.415512e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 129977 members 
Entering Unmasked Estep 
Score: -14155146.000000 Penalty: 3827.985107
	Iteration 26Q: 3 clusters Score -1.415515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 129998 members 
Entering Unmasked Estep 
Score: -14155172.000000 Penalty: 3827.985107
	Iteration 27Q: 3 clusters Score -1.415517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 130009 members 
Entering Unmasked Estep 
Score: -14155169.000000 Penalty: 3827.985107
	Iteration 28Q: 3 clusters Score -1.415517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 130018 members 
Entering Unmasked Estep 
Score: -14155185.000000 Penalty: 3827.985107
	Iteration 29Q: 3 clusters Score -1.415518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 130027 members 
Entering Unmasked Estep 
Score: -14155176.000000 Penalty: 3827.985107
	Iteration 30Q: 3 clusters Score -1.415518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 130027 members 
Entering Unmasked Estep 
Score: -14155187.000000 Penalty: 3827.985107
	Iteration 31Q: 3 clusters Score -1.415519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -14155207.000000 Penalty: 3827.985107
	Iteration 32Q: 3 clusters Score -1.415521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 130045 members 
Entering Unmasked Estep 
Score: -14155203.000000 Penalty: 3827.985107
	Iteration 33Q: 3 clusters Score -1.41552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 130054 members 
Entering Unmasked Estep 
Score: -14155205.000000 Penalty: 3827.985107
	Iteration 34Q: 3 clusters Score -1.41552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 130060 members 
Entering Unmasked Estep 
Score: -14155216.000000 Penalty: 3827.985107
	Iteration 35Q: 3 clusters Score -1.415522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 130063 members 
Entering Unmasked Estep 
Score: -14155209.000000 Penalty: 3827.985107
	Iteration 36Q: 3 clusters Score -1.415521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 130066 members 
Entering Unmasked Estep 
Score: -14155210.000000 Penalty: 3827.985107
	Iteration 37Q: 3 clusters Score -1.415521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 130067 members 
Entering Unmasked Estep 
Score: -14155210.000000 Penalty: 3827.985107
	Iteration 38Q: 3 clusters Score -1.415521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -14155207.000000 Penalty: 3827.985107
	Iteration 39Q: 3 clusters Score -1.415521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -14155207.000000 Penalty: 3827.985107
	Iteration 40F: 3 clusters Score -1.415521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -345621.625000 Penalty: 1321.469360
	Iteration 0F: 2 clusters Score -345621.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -342674.531250 Penalty: 2642.938721
	Iteration 0F: 3 clusters Score -342674.5 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -343488.531250 Penalty: 2642.938721
	Iteration 1F: 3 clusters Score -343488.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -343722.437500 Penalty: 2642.938721
	Iteration 2F: 3 clusters Score -343722.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -343901.625000 Penalty: 2642.938721
	Iteration 3F: 3 clusters Score -343901.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -344046.968750 Penalty: 2642.938721
	Iteration 4F: 3 clusters Score -344047 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -344167.437500 Penalty: 2642.938721
	Iteration 5F: 3 clusters Score -344167.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -344275.062500 Penalty: 2642.938721
	Iteration 6F: 3 clusters Score -344275.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -344385.906250 Penalty: 2642.938721
	Iteration 7Q: 3 clusters Score -344385.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -344501.625000 Penalty: 2642.938721
	Iteration 8Q: 3 clusters Score -344501.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -344627.187500 Penalty: 2642.938721
	Iteration 9Q: 3 clusters Score -344627.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -344736.312500 Penalty: 2642.938721
	Iteration 10Q: 3 clusters Score -344736.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -344821.156250 Penalty: 2642.938721
	Iteration 11Q: 3 clusters Score -344821.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -344904.000000 Penalty: 2642.938721
	Iteration 12Q: 3 clusters Score -344904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -344971.906250 Penalty: 2642.938721
	Iteration 13Q: 3 clusters Score -344971.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -345041.218750 Penalty: 2642.938721
	Iteration 14Q: 3 clusters Score -345041.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -345089.781250 Penalty: 2642.938721
	Iteration 15Q: 3 clusters Score -345089.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -345118.593750 Penalty: 2642.938721
	Iteration 16Q: 3 clusters Score -345118.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -345134.406250 Penalty: 2642.938721
	Iteration 17Q: 3 clusters Score -345134.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -345150.156250 Penalty: 2642.938721
	Iteration 18Q: 3 clusters Score -345150.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -345160.968750 Penalty: 2642.938721
	Iteration 19Q: 3 clusters Score -345161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -345175.687500 Penalty: 2642.938721
	Iteration 20F: 3 clusters Score -345175.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -345190.093750 Penalty: 2642.938721
	Iteration 21Q: 3 clusters Score -345190.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -345194.562500 Penalty: 2642.938721
	Iteration 22Q: 3 clusters Score -345194.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -345199.281250 Penalty: 2642.938721
	Iteration 23Q: 3 clusters Score -345199.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -345206.906250 Penalty: 2642.938721
	Iteration 24Q: 3 clusters Score -345206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -345211.250000 Penalty: 2642.938721
	Iteration 25Q: 3 clusters Score -345211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -345214.968750 Penalty: 2642.938721
	Iteration 26Q: 3 clusters Score -345215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -345218.125000 Penalty: 2642.938721
	Iteration 27Q: 3 clusters Score -345218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -345219.468750 Penalty: 2642.938721
	Iteration 28Q: 3 clusters Score -345219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -345219.468750 Penalty: 2642.938721
	Iteration 29F: 3 clusters Score -345219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Entering Unmasked Estep 
Score: -5581668.000000 Penalty: 1760.652588
	Iteration 0F: 2 clusters Score -5581668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -5547699.500000 Penalty: 3521.305176
	Iteration 0F: 3 clusters Score -5547700 nChanged 23800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -5560886.500000 Penalty: 3521.305176
	Iteration 1F: 3 clusters Score -5560886 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -5561257.000000 Penalty: 3521.305176
	Iteration 2Q: 3 clusters Score -5561257 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -5561599.000000 Penalty: 3521.305176
	Iteration 3Q: 3 clusters Score -5561599 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -5561958.500000 Penalty: 3521.305176
	Iteration 4Q: 3 clusters Score -5561958 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -5562346.000000 Penalty: 3521.305176
	Iteration 5Q: 3 clusters Score -5562346 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -5562861.000000 Penalty: 3521.305176
	Iteration 6Q: 3 clusters Score -5562861 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -5563657.000000 Penalty: 3521.305176
	Iteration 7Q: 3 clusters Score -5563657 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -5564910.000000 Penalty: 3521.305176
	Iteration 8Q: 3 clusters Score -5564910 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5566861.500000 Penalty: 3521.305176
	Iteration 9F: 3 clusters Score -5566862 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -5569796.500000 Penalty: 3521.305176
	Iteration 10F: 3 clusters Score -5569796 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -5573079.000000 Penalty: 3521.305176
	Iteration 11F: 3 clusters Score -5573079 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -5575184.500000 Penalty: 3521.305176
	Iteration 12F: 3 clusters Score -5575184 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -5575968.000000 Penalty: 3521.305176
	Iteration 13Q: 3 clusters Score -5575968 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -5576351.000000 Penalty: 3521.305176
	Iteration 14Q: 3 clusters Score -5576351 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -5576588.500000 Penalty: 3521.305176
	Iteration 15Q: 3 clusters Score -5576588 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -5576840.500000 Penalty: 3521.305176
	Iteration 16Q: 3 clusters Score -5576840 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -5577059.000000 Penalty: 3521.305176
	Iteration 17Q: 3 clusters Score -5577059 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -5577221.500000 Penalty: 3521.305176
	Iteration 18Q: 3 clusters Score -5577222 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -5577424.000000 Penalty: 3521.305176
	Iteration 19Q: 3 clusters Score -5577424 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -5577600.500000 Penalty: 3521.305176
	Iteration 20F: 3 clusters Score -5577600 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -5577745.000000 Penalty: 3521.305176
	Iteration 21Q: 3 clusters Score -5577745 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -5577889.000000 Penalty: 3521.305176
	Iteration 22Q: 3 clusters Score -5577889 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -5578022.000000 Penalty: 3521.305176
	Iteration 23Q: 3 clusters Score -5578022 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -5578175.500000 Penalty: 3521.305176
	Iteration 24Q: 3 clusters Score -5578176 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -5578296.000000 Penalty: 3521.305176
	Iteration 25Q: 3 clusters Score -5578296 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -5578422.000000 Penalty: 3521.305176
	Iteration 26Q: 3 clusters Score -5578422 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -5578599.500000 Penalty: 3521.305176
	Iteration 27Q: 3 clusters Score -5578600 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -5578727.500000 Penalty: 3521.305176
	Iteration 28Q: 3 clusters Score -5578728 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -5578836.500000 Penalty: 3521.305176
	Iteration 29Q: 3 clusters Score -5578836 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -5578962.000000 Penalty: 3521.305176
	Iteration 30Q: 3 clusters Score -5578962 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -5579039.000000 Penalty: 3521.305176
	Iteration 31Q: 3 clusters Score -5579039 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -5579131.000000 Penalty: 3521.305176
	Iteration 32Q: 3 clusters Score -5579131 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -5579210.500000 Penalty: 3521.305176
	Iteration 33Q: 3 clusters Score -5579210 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -5579307.000000 Penalty: 3521.305176
	Iteration 34Q: 3 clusters Score -5579307 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -5579372.000000 Penalty: 3521.305176
	Iteration 35Q: 3 clusters Score -5579372 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5579453.000000 Penalty: 3521.305176
	Iteration 36Q: 3 clusters Score -5579453 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5579534.500000 Penalty: 3521.305176
	Iteration 37Q: 3 clusters Score -5579534 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5579616.000000 Penalty: 3521.305176
	Iteration 38Q: 3 clusters Score -5579616 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -5579664.000000 Penalty: 3521.305176
	Iteration 39Q: 3 clusters Score -5579664 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5579724.000000 Penalty: 3521.305176
	Iteration 40F: 3 clusters Score -5579724 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5579757.000000 Penalty: 3521.305176
	Iteration 41Q: 3 clusters Score -5579757 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -5579788.000000 Penalty: 3521.305176
	Iteration 42Q: 3 clusters Score -5579788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -5579814.000000 Penalty: 3521.305176
	Iteration 43Q: 3 clusters Score -5579814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5579840.000000 Penalty: 3521.305176
	Iteration 44Q: 3 clusters Score -5579840 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5579851.000000 Penalty: 3521.305176
	Iteration 45Q: 3 clusters Score -5579851 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5579882.000000 Penalty: 3521.305176
	Iteration 46Q: 3 clusters Score -5579882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5579891.000000 Penalty: 3521.305176
	Iteration 47Q: 3 clusters Score -5579891 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5579912.500000 Penalty: 3521.305176
	Iteration 48Q: 3 clusters Score -5579912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5579923.500000 Penalty: 3521.305176
	Iteration 49Q: 3 clusters Score -5579924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5579943.500000 Penalty: 3521.305176
	Iteration 50Q: 3 clusters Score -5579944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5579963.500000 Penalty: 3521.305176
	Iteration 51Q: 3 clusters Score -5579964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5579986.000000 Penalty: 3521.305176
	Iteration 52Q: 3 clusters Score -5579986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5580016.500000 Penalty: 3521.305176
	Iteration 53Q: 3 clusters Score -5580016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5580021.000000 Penalty: 3521.305176
	Iteration 54Q: 3 clusters Score -5580021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5580030.500000 Penalty: 3521.305176
	Iteration 55Q: 3 clusters Score -5580030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5580053.000000 Penalty: 3521.305176
	Iteration 56Q: 3 clusters Score -5580053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5580057.500000 Penalty: 3521.305176
	Iteration 57Q: 3 clusters Score -5580058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5580069.000000 Penalty: 3521.305176
	Iteration 58Q: 3 clusters Score -5580069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5580095.500000 Penalty: 3521.305176
	Iteration 59Q: 3 clusters Score -5580096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5580118.500000 Penalty: 3521.305176
	Iteration 60F: 3 clusters Score -5580118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5580129.000000 Penalty: 3521.305176
	Iteration 61Q: 3 clusters Score -5580129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5580140.000000 Penalty: 3521.305176
	Iteration 62Q: 3 clusters Score -5580140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5580147.000000 Penalty: 3521.305176
	Iteration 63Q: 3 clusters Score -5580147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5580160.500000 Penalty: 3521.305176
	Iteration 64Q: 3 clusters Score -5580160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5580171.000000 Penalty: 3521.305176
	Iteration 65Q: 3 clusters Score -5580171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5580188.500000 Penalty: 3521.305176
	Iteration 66Q: 3 clusters Score -5580188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5580209.500000 Penalty: 3521.305176
	Iteration 67Q: 3 clusters Score -5580210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5580232.000000 Penalty: 3521.305176
	Iteration 68Q: 3 clusters Score -5580232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5580228.000000 Penalty: 3521.305176
	Iteration 69Q: 3 clusters Score -5580228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5580235.000000 Penalty: 3521.305176
	Iteration 70Q: 3 clusters Score -5580235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5580241.500000 Penalty: 3521.305176
	Iteration 71Q: 3 clusters Score -5580242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5580249.000000 Penalty: 3521.305176
	Iteration 72Q: 3 clusters Score -5580249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5580248.500000 Penalty: 3521.305176
	Iteration 73Q: 3 clusters Score -5580248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5580261.000000 Penalty: 3521.305176
	Iteration 74Q: 3 clusters Score -5580261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5580267.000000 Penalty: 3521.305176
	Iteration 75Q: 3 clusters Score -5580267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5580271.500000 Penalty: 3521.305176
	Iteration 76Q: 3 clusters Score -5580272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5580274.000000 Penalty: 3521.305176
	Iteration 77Q: 3 clusters Score -5580274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5580278.500000 Penalty: 3521.305176
	Iteration 78Q: 3 clusters Score -5580278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5580279.000000 Penalty: 3521.305176
	Iteration 79Q: 3 clusters Score -5580279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5580286.000000 Penalty: 3521.305176
	Iteration 80F: 3 clusters Score -5580286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5580287.500000 Penalty: 3521.305176
	Iteration 81Q: 3 clusters Score -5580288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5580289.000000 Penalty: 3521.305176
	Iteration 82Q: 3 clusters Score -5580289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5580295.500000 Penalty: 3521.305176
	Iteration 83Q: 3 clusters Score -5580296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5580302.000000 Penalty: 3521.305176
	Iteration 84Q: 3 clusters Score -5580302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5580297.000000 Penalty: 3521.305176
	Iteration 85Q: 3 clusters Score -5580297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5580305.000000 Penalty: 3521.305176
	Iteration 86Q: 3 clusters Score -5580305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5580311.500000 Penalty: 3521.305176
	Iteration 87Q: 3 clusters Score -5580312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5580312.500000 Penalty: 3521.305176
	Iteration 88Q: 3 clusters Score -5580312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5580311.500000 Penalty: 3521.305176
	Iteration 89Q: 3 clusters Score -5580312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5580320.500000 Penalty: 3521.305176
	Iteration 90Q: 3 clusters Score -5580320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5580324.500000 Penalty: 3521.305176
	Iteration 91Q: 3 clusters Score -5580324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5580324.000000 Penalty: 3521.305176
	Iteration 92Q: 3 clusters Score -5580324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5580331.500000 Penalty: 3521.305176
	Iteration 93Q: 3 clusters Score -5580332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5580330.000000 Penalty: 3521.305176
	Iteration 94Q: 3 clusters Score -5580330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5580328.500000 Penalty: 3521.305176
	Iteration 95Q: 3 clusters Score -5580328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5580328.000000 Penalty: 3521.305176
	Iteration 96Q: 3 clusters Score -5580328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5580327.000000 Penalty: 3521.305176
	Iteration 97Q: 3 clusters Score -5580327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5580325.500000 Penalty: 3521.305176
	Iteration 98Q: 3 clusters Score -5580326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5580331.500000 Penalty: 3521.305176
	Iteration 99Q: 3 clusters Score -5580332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5580336.000000 Penalty: 3521.305176
	Iteration 100F: 3 clusters Score -5580336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5580336.500000 Penalty: 3521.305176
	Iteration 101Q: 3 clusters Score -5580336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5580330.000000 Penalty: 3521.305176
	Iteration 102Q: 3 clusters Score -5580330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5580336.000000 Penalty: 3521.305176
	Iteration 103Q: 3 clusters Score -5580336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5580338.500000 Penalty: 3521.305176
	Iteration 104Q: 3 clusters Score -5580338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5580336.000000 Penalty: 3521.305176
	Iteration 105Q: 3 clusters Score -5580336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5580338.500000 Penalty: 3521.305176
	Iteration 106Q: 3 clusters Score -5580338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5580340.000000 Penalty: 3521.305176
	Iteration 107Q: 3 clusters Score -5580340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5580337.000000 Penalty: 3521.305176
	Iteration 108Q: 3 clusters Score -5580337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5580337.500000 Penalty: 3521.305176
	Iteration 109Q: 3 clusters Score -5580338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5580337.500000 Penalty: 3521.305176
	Iteration 110F: 3 clusters Score -5580338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (172753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172753 members 
Entering Unmasked Estep 
Score: -18743512.000000 Penalty: 1959.687866
	Iteration 0F: 2 clusters Score -1.874351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -18629448.000000 Penalty: 3919.375732
	Iteration 0F: 3 clusters Score -1.862945e+07 nChanged 83323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -18679122.000000 Penalty: 3919.375732
	Iteration 1F: 3 clusters Score -1.867912e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -18680576.000000 Penalty: 3919.375732
	Iteration 2Q: 3 clusters Score -1.868058e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -18682722.000000 Penalty: 3919.375732
	Iteration 3Q: 3 clusters Score -1.868272e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -18686052.000000 Penalty: 3919.375732
	Iteration 4Q: 3 clusters Score -1.868605e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -18690946.000000 Penalty: 3919.375732
	Iteration 5F: 3 clusters Score -1.869095e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -18698148.000000 Penalty: 3919.375732
	Iteration 6F: 3 clusters Score -1.869815e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 112365 members 
Entering Unmasked Estep 
Score: -18706916.000000 Penalty: 3919.375732
	Iteration 7F: 3 clusters Score -1.870692e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 116347 members 
Entering Unmasked Estep 
Score: -18714944.000000 Penalty: 3919.375732
	Iteration 8F: 3 clusters Score -1.871494e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 118685 members 
Entering Unmasked Estep 
Score: -18720288.000000 Penalty: 3919.375732
	Iteration 9F: 3 clusters Score -1.872029e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 120099 members 
Entering Unmasked Estep 
Score: -18722880.000000 Penalty: 3919.375732
	Iteration 10Q: 3 clusters Score -1.872288e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 121196 members 
Entering Unmasked Estep 
Score: -18724474.000000 Penalty: 3919.375732
	Iteration 11Q: 3 clusters Score -1.872447e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 122258 members 
Entering Unmasked Estep 
Score: -18725716.000000 Penalty: 3919.375732
	Iteration 12Q: 3 clusters Score -1.872572e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -18727034.000000 Penalty: 3919.375732
	Iteration 13Q: 3 clusters Score -1.872703e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 123978 members 
Entering Unmasked Estep 
Score: -18728388.000000 Penalty: 3919.375732
	Iteration 14Q: 3 clusters Score -1.872839e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -18729596.000000 Penalty: 3919.375732
	Iteration 15Q: 3 clusters Score -1.87296e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -18730538.000000 Penalty: 3919.375732
	Iteration 16Q: 3 clusters Score -1.873054e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -18731294.000000 Penalty: 3919.375732
	Iteration 17Q: 3 clusters Score -1.873129e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 125646 members 
Entering Unmasked Estep 
Score: -18731984.000000 Penalty: 3919.375732
	Iteration 18Q: 3 clusters Score -1.873198e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -18732548.000000 Penalty: 3919.375732
	Iteration 19Q: 3 clusters Score -1.873255e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -18732890.000000 Penalty: 3919.375732
	Iteration 20F: 3 clusters Score -1.873289e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 125942 members 
Entering Unmasked Estep 
Score: -18733130.000000 Penalty: 3919.375732
	Iteration 21Q: 3 clusters Score -1.873313e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 126031 members 
Entering Unmasked Estep 
Score: -18733266.000000 Penalty: 3919.375732
	Iteration 22Q: 3 clusters Score -1.873327e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 126041 members 
Entering Unmasked Estep 
Score: -18733366.000000 Penalty: 3919.375732
	Iteration 23Q: 3 clusters Score -1.873337e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -18733490.000000 Penalty: 3919.375732
	Iteration 24Q: 3 clusters Score -1.873349e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 126066 members 
Entering Unmasked Estep 
Score: -18733574.000000 Penalty: 3919.375732
	Iteration 25Q: 3 clusters Score -1.873357e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 126046 members 
Entering Unmasked Estep 
Score: -18733630.000000 Penalty: 3919.375732
	Iteration 26Q: 3 clusters Score -1.873363e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -18733676.000000 Penalty: 3919.375732
	Iteration 27Q: 3 clusters Score -1.873368e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 125942 members 
Entering Unmasked Estep 
Score: -18733690.000000 Penalty: 3919.375732
	Iteration 28Q: 3 clusters Score -1.873369e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 125864 members 
Entering Unmasked Estep 
Score: -18733744.000000 Penalty: 3919.375732
	Iteration 29Q: 3 clusters Score -1.873374e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 125802 members 
Entering Unmasked Estep 
Score: -18733752.000000 Penalty: 3919.375732
	Iteration 30Q: 3 clusters Score -1.873375e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -18733748.000000 Penalty: 3919.375732
	Iteration 31Q: 3 clusters Score -1.873375e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -18733790.000000 Penalty: 3919.375732
	Iteration 32Q: 3 clusters Score -1.873379e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 125630 members 
Entering Unmasked Estep 
Score: -18733806.000000 Penalty: 3919.375732
	Iteration 33Q: 3 clusters Score -1.873381e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 125577 members 
Entering Unmasked Estep 
Score: -18733860.000000 Penalty: 3919.375732
	Iteration 34Q: 3 clusters Score -1.873386e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 125531 members 
Entering Unmasked Estep 
Score: -18733846.000000 Penalty: 3919.375732
	Iteration 35Q: 3 clusters Score -1.873385e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 125490 members 
Entering Unmasked Estep 
Score: -18733812.000000 Penalty: 3919.375732
	Iteration 36Q: 3 clusters Score -1.873381e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 125451 members 
Entering Unmasked Estep 
Score: -18733792.000000 Penalty: 3919.375732
	Iteration 37Q: 3 clusters Score -1.873379e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 125411 members 
Entering Unmasked Estep 
Score: -18733788.000000 Penalty: 3919.375732
	Iteration 38Q: 3 clusters Score -1.873379e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 125366 members 
Entering Unmasked Estep 
Score: -18733826.000000 Penalty: 3919.375732
	Iteration 39Q: 3 clusters Score -1.873383e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 125325 members 
Entering Unmasked Estep 
Score: -18733826.000000 Penalty: 3919.375732
	Iteration 40F: 3 clusters Score -1.873383e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 125292 members 
Entering Unmasked Estep 
Score: -18733852.000000 Penalty: 3919.375732
	Iteration 41Q: 3 clusters Score -1.873385e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 125261 members 
Entering Unmasked Estep 
Score: -18733844.000000 Penalty: 3919.375732
	Iteration 42Q: 3 clusters Score -1.873384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 125232 members 
Entering Unmasked Estep 
Score: -18733816.000000 Penalty: 3919.375732
	Iteration 43Q: 3 clusters Score -1.873382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 125213 members 
Entering Unmasked Estep 
Score: -18733814.000000 Penalty: 3919.375732
	Iteration 44Q: 3 clusters Score -1.873381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -18733806.000000 Penalty: 3919.375732
	Iteration 45Q: 3 clusters Score -1.873381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 125189 members 
Entering Unmasked Estep 
Score: -18733812.000000 Penalty: 3919.375732
	Iteration 46Q: 3 clusters Score -1.873381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 125181 members 
Entering Unmasked Estep 
Score: -18733814.000000 Penalty: 3919.375732
	Iteration 47Q: 3 clusters Score -1.873381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 125175 members 
Entering Unmasked Estep 
Score: -18733814.000000 Penalty: 3919.375732
	Iteration 48Q: 3 clusters Score -1.873381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 125171 members 
Entering Unmasked Estep 
Score: -18733812.000000 Penalty: 3919.375732
	Iteration 49Q: 3 clusters Score -1.873381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 125165 members 
Entering Unmasked Estep 
Score: -18733812.000000 Penalty: 3919.375732
	Iteration 50Q: 3 clusters Score -1.873381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 125152 members 
Entering Unmasked Estep 
Score: -18733814.000000 Penalty: 3919.375732
	Iteration 51Q: 3 clusters Score -1.873381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 125137 members 
Entering Unmasked Estep 
Score: -18733796.000000 Penalty: 3919.375732
	Iteration 52Q: 3 clusters Score -1.87338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 125117 members 
Entering Unmasked Estep 
Score: -18733802.000000 Penalty: 3919.375732
	Iteration 53Q: 3 clusters Score -1.87338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 125100 members 
Entering Unmasked Estep 
Score: -18733804.000000 Penalty: 3919.375732
	Iteration 54Q: 3 clusters Score -1.87338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -18733816.000000 Penalty: 3919.375732
	Iteration 55Q: 3 clusters Score -1.873382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 125071 members 
Entering Unmasked Estep 
Score: -18733820.000000 Penalty: 3919.375732
	Iteration 56Q: 3 clusters Score -1.873382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 125054 members 
Entering Unmasked Estep 
Score: -18733816.000000 Penalty: 3919.375732
	Iteration 57Q: 3 clusters Score -1.873382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 125033 members 
Entering Unmasked Estep 
Score: -18733816.000000 Penalty: 3919.375732
	Iteration 58Q: 3 clusters Score -1.873382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -18733810.000000 Penalty: 3919.375732
	Iteration 59Q: 3 clusters Score -1.873381e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 124994 members 
Entering Unmasked Estep 
Score: -18733798.000000 Penalty: 3919.375732
	Iteration 60F: 3 clusters Score -1.87338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 124967 members 
Entering Unmasked Estep 
Score: -18733822.000000 Penalty: 3919.375732
	Iteration 61Q: 3 clusters Score -1.873382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 124945 members 
Entering Unmasked Estep 
Score: -18733852.000000 Penalty: 3919.375732
	Iteration 62Q: 3 clusters Score -1.873385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 124921 members 
Entering Unmasked Estep 
Score: -18733852.000000 Penalty: 3919.375732
	Iteration 63Q: 3 clusters Score -1.873385e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 124900 members 
Entering Unmasked Estep 
Score: -18733848.000000 Penalty: 3919.375732
	Iteration 64Q: 3 clusters Score -1.873385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 124877 members 
Entering Unmasked Estep 
Score: -18733830.000000 Penalty: 3919.375732
	Iteration 65Q: 3 clusters Score -1.873383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
Score: -18733828.000000 Penalty: 3919.375732
	Iteration 66Q: 3 clusters Score -1.873383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 124836 members 
Entering Unmasked Estep 
Score: -18733840.000000 Penalty: 3919.375732
	Iteration 67Q: 3 clusters Score -1.873384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 124817 members 
Entering Unmasked Estep 
Score: -18733836.000000 Penalty: 3919.375732
	Iteration 68Q: 3 clusters Score -1.873384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 124799 members 
Entering Unmasked Estep 
Score: -18733844.000000 Penalty: 3919.375732
	Iteration 69Q: 3 clusters Score -1.873384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 124784 members 
Entering Unmasked Estep 
Score: -18733856.000000 Penalty: 3919.375732
	Iteration 70Q: 3 clusters Score -1.873386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 124763 members 
Entering Unmasked Estep 
Score: -18733848.000000 Penalty: 3919.375732
	Iteration 71Q: 3 clusters Score -1.873385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 124750 members 
Entering Unmasked Estep 
Score: -18733846.000000 Penalty: 3919.375732
	Iteration 72Q: 3 clusters Score -1.873385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 124738 members 
Entering Unmasked Estep 
Score: -18733840.000000 Penalty: 3919.375732
	Iteration 73Q: 3 clusters Score -1.873384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 124728 members 
Entering Unmasked Estep 
Score: -18733826.000000 Penalty: 3919.375732
	Iteration 74Q: 3 clusters Score -1.873383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -18733842.000000 Penalty: 3919.375732
	Iteration 75Q: 3 clusters Score -1.873384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -18733850.000000 Penalty: 3919.375732
	Iteration 76Q: 3 clusters Score -1.873385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 124698 members 
Entering Unmasked Estep 
Score: -18733842.000000 Penalty: 3919.375732
	Iteration 77Q: 3 clusters Score -1.873384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -18733848.000000 Penalty: 3919.375732
	Iteration 78Q: 3 clusters Score -1.873385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 124683 members 
Entering Unmasked Estep 
Score: -18733840.000000 Penalty: 3919.375732
	Iteration 79Q: 3 clusters Score -1.873384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 124680 members 
Entering Unmasked Estep 
Score: -18733844.000000 Penalty: 3919.375732
	Iteration 80F: 3 clusters Score -1.873384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -18733840.000000 Penalty: 3919.375732
	Iteration 81Q: 3 clusters Score -1.873384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -18733836.000000 Penalty: 3919.375732
	Iteration 82Q: 3 clusters Score -1.873384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 124669 members 
Entering Unmasked Estep 
Score: -18733846.000000 Penalty: 3919.375732
	Iteration 83Q: 3 clusters Score -1.873385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 124668 members 
Entering Unmasked Estep 
Score: -18733846.000000 Penalty: 3919.375732
	Iteration 84Q: 3 clusters Score -1.873385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -18733834.000000 Penalty: 3919.375732
	Iteration 85Q: 3 clusters Score -1.873383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 124663 members 
Entering Unmasked Estep 
Score: -18733832.000000 Penalty: 3919.375732
	Iteration 86Q: 3 clusters Score -1.873383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -18733844.000000 Penalty: 3919.375732
	Iteration 87Q: 3 clusters Score -1.873384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 124653 members 
Entering Unmasked Estep 
Score: -18733828.000000 Penalty: 3919.375732
	Iteration 88Q: 3 clusters Score -1.873383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 124652 members 
Entering Unmasked Estep 
Score: -18733834.000000 Penalty: 3919.375732
	Iteration 89Q: 3 clusters Score -1.873383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 124644 members 
Entering Unmasked Estep 
Score: -18733834.000000 Penalty: 3919.375732
	Iteration 90Q: 3 clusters Score -1.873383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -18733846.000000 Penalty: 3919.375732
	Iteration 91Q: 3 clusters Score -1.873385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 124631 members 
Entering Unmasked Estep 
Score: -18733836.000000 Penalty: 3919.375732
	Iteration 92Q: 3 clusters Score -1.873384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 124620 members 
Entering Unmasked Estep 
Score: -18733838.000000 Penalty: 3919.375732
	Iteration 93Q: 3 clusters Score -1.873384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 124610 members 
Entering Unmasked Estep 
Score: -18733836.000000 Penalty: 3919.375732
	Iteration 94Q: 3 clusters Score -1.873384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 124603 members 
Entering Unmasked Estep 
Score: -18733854.000000 Penalty: 3919.375732
	Iteration 95Q: 3 clusters Score -1.873385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -18733832.000000 Penalty: 3919.375732
	Iteration 96Q: 3 clusters Score -1.873383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 124589 members 
Entering Unmasked Estep 
Score: -18733830.000000 Penalty: 3919.375732
	Iteration 97Q: 3 clusters Score -1.873383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 124581 members 
Entering Unmasked Estep 
Score: -18733828.000000 Penalty: 3919.375732
	Iteration 98Q: 3 clusters Score -1.873383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 124576 members 
Entering Unmasked Estep 
Score: -18733812.000000 Penalty: 3919.375732
	Iteration 99Q: 3 clusters Score -1.873381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 124572 members 
Entering Unmasked Estep 
Score: -18733812.000000 Penalty: 3919.375732
	Iteration 100F: 3 clusters Score -1.873381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -18733824.000000 Penalty: 3919.375732
	Iteration 101Q: 3 clusters Score -1.873382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 124561 members 
Entering Unmasked Estep 
Score: -18733830.000000 Penalty: 3919.375732
	Iteration 102Q: 3 clusters Score -1.873383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 124555 members 
Entering Unmasked Estep 
Score: -18733826.000000 Penalty: 3919.375732
	Iteration 103Q: 3 clusters Score -1.873383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 124555 members 
Entering Unmasked Estep 
Score: -18733824.000000 Penalty: 3919.375732
	Iteration 104Q: 3 clusters Score -1.873382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 124555 members 
Entering Unmasked Estep 
Score: -18733824.000000 Penalty: 3919.375732
	Iteration 105F: 3 clusters Score -1.873382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 3 contains 3913 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 8 contains 34084 members 
Mstep: Class 10 contains 65045 members 
Mstep: Class 13 contains 109499 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 16 contains 166950 members 
Mstep: Class 17 contains 44848 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 130407 members 
Mstep: Class 20 contains 3402 members 
Mstep: Class 22 contains 50756 members 
Mstep: Class 23 contains 172753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846664.000000 Penalty: 33373.367188
Iteration 159Q: 16 clusters Score -9.384666e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 4 contains 43350 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 8 contains 34098 members 
Mstep: Class 10 contains 65077 members 
Mstep: Class 13 contains 109595 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 16 contains 167043 members 
Mstep: Class 17 contains 44870 members 
Mstep: Class 18 contains 4443 members 
Mstep: Class 19 contains 130023 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 22 contains 50867 members 
Mstep: Class 23 contains 172808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846712.000000 Penalty: 33373.367188
Iteration 160F: 16 clusters Score -9.384671e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 43350 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 8 contains 34120 members 
Mstep: Class 10 contains 65120 members 
Mstep: Class 13 contains 109677 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 167155 members 
Mstep: Class 17 contains 44897 members 
Mstep: Class 18 contains 4413 members 
Mstep: Class 19 contains 129629 members 
Mstep: Class 20 contains 3405 members 
Mstep: Class 22 contains 50974 members 
Mstep: Class 23 contains 172852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846632.000000 Penalty: 33373.367188
Iteration 161Q: 16 clusters Score -9.384663e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 4 contains 43351 members 
Mstep: Class 6 contains 3732 members 
Mstep: Class 8 contains 34150 members 
Mstep: Class 10 contains 65168 members 
Mstep: Class 13 contains 109751 members 
Mstep: Class 14 contains 1513 members 
Mstep: Class 16 contains 167304 members 
Mstep: Class 17 contains 44918 members 
Mstep: Class 18 contains 4376 members 
Mstep: Class 19 contains 129227 members 
Mstep: Class 20 contains 3410 members 
Mstep: Class 22 contains 51068 members 
Mstep: Class 23 contains 172890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846712.000000 Penalty: 33373.367188
Iteration 162Q: 16 clusters Score -9.384671e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 43352 members 
Mstep: Class 6 contains 3704 members 
Mstep: Class 8 contains 34177 members 
Mstep: Class 10 contains 65227 members 
Mstep: Class 13 contains 109824 members 
Mstep: Class 14 contains 1515 members 
Mstep: Class 16 contains 167441 members 
Mstep: Class 17 contains 44947 members 
Mstep: Class 18 contains 4348 members 
Mstep: Class 19 contains 128834 members 
Mstep: Class 20 contains 3412 members 
Mstep: Class 22 contains 51161 members 
Mstep: Class 23 contains 172919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846736.000000 Penalty: 33373.367188
Iteration 163Q: 16 clusters Score -9.384674e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 43355 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 8 contains 34196 members 
Mstep: Class 10 contains 65282 members 
Mstep: Class 13 contains 109896 members 
Mstep: Class 14 contains 1512 members 
Mstep: Class 16 contains 167544 members 
Mstep: Class 17 contains 45000 members 
Mstep: Class 18 contains 4323 members 
Mstep: Class 19 contains 128486 members 
Mstep: Class 20 contains 3414 members 
Mstep: Class 22 contains 51247 members 
Mstep: Class 23 contains 172920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846696.000000 Penalty: 33373.367188
Iteration 164Q: 16 clusters Score -9.38467e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 3 contains 3904 members 
Mstep: Class 4 contains 43355 members 
Mstep: Class 6 contains 3656 members 
Mstep: Class 8 contains 34220 members 
Mstep: Class 10 contains 65347 members 
Mstep: Class 13 contains 109955 members 
Mstep: Class 14 contains 1513 members 
Mstep: Class 16 contains 167621 members 
Mstep: Class 17 contains 45058 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 128139 members 
Mstep: Class 20 contains 3417 members 
Mstep: Class 22 contains 51343 members 
Mstep: Class 23 contains 172940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846600.000000 Penalty: 33373.367188
Iteration 165Q: 16 clusters Score -9.38466e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 43357 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 8 contains 34246 members 
Mstep: Class 10 contains 65406 members 
Mstep: Class 13 contains 110026 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 16 contains 167673 members 
Mstep: Class 17 contains 45107 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 127819 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 22 contains 51423 members 
Mstep: Class 23 contains 172969 members 
Entering Unmasked Estep 
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Iteration 166Q: 16 clusters Score -9.384675e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 43363 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 8 contains 34280 members 
Mstep: Class 10 contains 65455 members 
Mstep: Class 13 contains 110096 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 16 contains 167712 members 
Mstep: Class 17 contains 45179 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 127498 members 
Mstep: Class 20 contains 3422 members 
Mstep: Class 22 contains 51511 members 
Mstep: Class 23 contains 172995 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 16 clusters Score -9.384689e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 43369 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 8 contains 34322 members 
Mstep: Class 10 contains 65513 members 
Mstep: Class 13 contains 110170 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 16 contains 167729 members 
Mstep: Class 17 contains 45223 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 127164 members 
Mstep: Class 20 contains 3423 members 
Mstep: Class 22 contains 51601 members 
Mstep: Class 23 contains 173040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846928.000000 Penalty: 33373.367188
Iteration 168Q: 16 clusters Score -9.384693e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43373 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 8 contains 34362 members 
Mstep: Class 10 contains 65563 members 
Mstep: Class 13 contains 110251 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 16 contains 167739 members 
Mstep: Class 17 contains 45267 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 126837 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 22 contains 51688 members 
Mstep: Class 23 contains 173080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847192.000000 Penalty: 33373.367188
Iteration 169Q: 16 clusters Score -9.384719e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 43379 members 
Mstep: Class 6 contains 3531 members 
Mstep: Class 8 contains 34402 members 
Mstep: Class 10 contains 65603 members 
Mstep: Class 13 contains 110341 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 167771 members 
Mstep: Class 17 contains 45314 members 
Mstep: Class 18 contains 4211 members 
Mstep: Class 19 contains 126486 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 22 contains 51762 members 
Mstep: Class 23 contains 173125 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 16 clusters Score -9.384737e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43383 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 8 contains 34447 members 
Mstep: Class 10 contains 65637 members 
Mstep: Class 13 contains 110424 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 16 contains 167800 members 
Mstep: Class 17 contains 45353 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 126145 members 
Mstep: Class 20 contains 3437 members 
Mstep: Class 22 contains 51836 members 
Mstep: Class 23 contains 173193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847400.000000 Penalty: 33373.367188
Iteration 171Q: 16 clusters Score -9.38474e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43381 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 8 contains 34478 members 
Mstep: Class 10 contains 65676 members 
Mstep: Class 13 contains 110484 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 16 contains 167829 members 
Mstep: Class 17 contains 45390 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 125824 members 
Mstep: Class 20 contains 3438 members 
Mstep: Class 22 contains 51932 members 
Mstep: Class 23 contains 173260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847504.000000 Penalty: 33373.367188
Iteration 172Q: 16 clusters Score -9.38475e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43380 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 8 contains 34500 members 
Mstep: Class 10 contains 65702 members 
Mstep: Class 13 contains 110563 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 16 contains 167853 members 
Mstep: Class 17 contains 45421 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 125523 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 22 contains 52030 members 
Mstep: Class 23 contains 173317 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 16 clusters Score -9.384774e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43383 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 8 contains 34525 members 
Mstep: Class 10 contains 65731 members 
Mstep: Class 13 contains 110658 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 16 contains 167894 members 
Mstep: Class 17 contains 45451 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 125211 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 22 contains 52118 members 
Mstep: Class 23 contains 173357 members 
Entering Unmasked Estep 
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Score: -93848016.000000 Penalty: 33373.367188
Iteration 174Q: 16 clusters Score -9.384802e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 43387 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 8 contains 34549 members 
Mstep: Class 10 contains 65772 members 
Mstep: Class 13 contains 110753 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 16 contains 167898 members 
Mstep: Class 17 contains 45478 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 124924 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 22 contains 52210 members 
Mstep: Class 23 contains 173394 members 
Entering Unmasked Estep 
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Iteration 175Q: 16 clusters Score -9.384795e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 43386 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 8 contains 34583 members 
Mstep: Class 10 contains 65810 members 
Mstep: Class 13 contains 110837 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 167901 members 
Mstep: Class 17 contains 45517 members 
Mstep: Class 18 contains 4066 members 
Mstep: Class 19 contains 124633 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 22 contains 52301 members 
Mstep: Class 23 contains 173426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848136.000000 Penalty: 33373.367188
Iteration 176Q: 16 clusters Score -9.384814e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 43383 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 8 contains 34623 members 
Mstep: Class 10 contains 65838 members 
Mstep: Class 13 contains 110906 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 167899 members 
Mstep: Class 17 contains 45551 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 124335 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 22 contains 52403 members 
Mstep: Class 23 contains 173492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848160.000000 Penalty: 33373.367188
Iteration 177Q: 16 clusters Score -9.384816e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43379 members 
Mstep: Class 6 contains 3448 members 
Mstep: Class 8 contains 34647 members 
Mstep: Class 10 contains 65867 members 
Mstep: Class 13 contains 110964 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 167901 members 
Mstep: Class 17 contains 45588 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 124070 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 22 contains 52500 members 
Mstep: Class 23 contains 173537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848168.000000 Penalty: 33373.367188
Iteration 178Q: 16 clusters Score -9.384817e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 43377 members 
Mstep: Class 6 contains 3448 members 
Mstep: Class 8 contains 34662 members 
Mstep: Class 10 contains 65883 members 
Mstep: Class 13 contains 111045 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 167913 members 
Mstep: Class 17 contains 45607 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 123817 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 22 contains 52574 members 
Mstep: Class 23 contains 173587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848216.000000 Penalty: 33373.367188
Iteration 179Q: 16 clusters Score -9.384822e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43379 members 
Mstep: Class 6 contains 3448 members 
Mstep: Class 8 contains 34684 members 
Mstep: Class 10 contains 65898 members 
Mstep: Class 13 contains 111129 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 16 contains 167915 members 
Mstep: Class 17 contains 45636 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 123555 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 22 contains 52650 members 
Mstep: Class 23 contains 173618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848056.000000 Penalty: 33373.367188
Iteration 180F: 16 clusters Score -9.384806e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43382 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 8 contains 34712 members 
Mstep: Class 10 contains 65914 members 
Mstep: Class 13 contains 111197 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 167946 members 
Mstep: Class 17 contains 45664 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 123284 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 22 contains 52722 members 
Mstep: Class 23 contains 173644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848136.000000 Penalty: 33373.367188
Iteration 181Q: 16 clusters Score -9.384814e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 43388 members 
Mstep: Class 6 contains 3444 members 
Mstep: Class 8 contains 34730 members 
Mstep: Class 10 contains 65932 members 
Mstep: Class 13 contains 111269 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 16 contains 167967 members 
Mstep: Class 17 contains 45698 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 123007 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 22 contains 52783 members 
Mstep: Class 23 contains 173701 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 16 clusters Score -9.384815e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43390 members 
Mstep: Class 6 contains 3448 members 
Mstep: Class 8 contains 34750 members 
Mstep: Class 10 contains 65952 members 
Mstep: Class 13 contains 111351 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 16 contains 168021 members 
Mstep: Class 17 contains 45721 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 122728 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 22 contains 52826 members 
Mstep: Class 23 contains 173734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848136.000000 Penalty: 33373.367188
Iteration 183Q: 16 clusters Score -9.384814e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43391 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 8 contains 34782 members 
Mstep: Class 10 contains 65977 members 
Mstep: Class 13 contains 111407 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 168070 members 
Mstep: Class 17 contains 45745 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 19 contains 122471 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 22 contains 52880 members 
Mstep: Class 23 contains 173755 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 16 clusters Score -9.384814e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43393 members 
Mstep: Class 6 contains 3447 members 
Mstep: Class 8 contains 34804 members 
Mstep: Class 10 contains 65996 members 
Mstep: Class 13 contains 111478 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 168154 members 
Mstep: Class 17 contains 45757 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 122193 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 22 contains 52944 members 
Mstep: Class 23 contains 173776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848296.000000 Penalty: 33373.367188
Iteration 185Q: 16 clusters Score -9.38483e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43391 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 8 contains 34830 members 
Mstep: Class 10 contains 66027 members 
Mstep: Class 13 contains 111546 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 168258 members 
Mstep: Class 17 contains 45767 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 121896 members 
Mstep: Class 20 contains 3448 members 
Mstep: Class 22 contains 53008 members 
Mstep: Class 23 contains 173793 members 
Entering Unmasked Estep 
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Iteration 186Q: 16 clusters Score -9.384833e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43392 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 8 contains 34865 members 
Mstep: Class 10 contains 66058 members 
Mstep: Class 13 contains 111608 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 16 contains 168370 members 
Mstep: Class 17 contains 45777 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 121565 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 22 contains 53073 members 
Mstep: Class 23 contains 173826 members 
Entering Unmasked Estep 
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Iteration 187Q: 16 clusters Score -9.384828e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43392 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 8 contains 34893 members 
Mstep: Class 10 contains 66089 members 
Mstep: Class 13 contains 111676 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 16 contains 168463 members 
Mstep: Class 17 contains 45796 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 121251 members 
Mstep: Class 20 contains 3453 members 
Mstep: Class 22 contains 53155 members 
Mstep: Class 23 contains 173833 members 
Entering Unmasked Estep 
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Iteration 188Q: 16 clusters Score -9.384826e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43392 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 8 contains 34926 members 
Mstep: Class 10 contains 66102 members 
Mstep: Class 13 contains 111746 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 168570 members 
Mstep: Class 17 contains 45821 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 120929 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 22 contains 53238 members 
Mstep: Class 23 contains 173823 members 
Entering Unmasked Estep 
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Iteration 189Q: 16 clusters Score -9.384832e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 43389 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 8 contains 34950 members 
Mstep: Class 10 contains 66120 members 
Mstep: Class 13 contains 111809 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 168664 members 
Mstep: Class 17 contains 45852 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 120587 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 22 contains 53319 members 
Mstep: Class 23 contains 173864 members 
Entering Unmasked Estep 
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Iteration 190Q: 16 clusters Score -9.384818e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43382 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 8 contains 34965 members 
Mstep: Class 10 contains 66132 members 
Mstep: Class 13 contains 111872 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 168774 members 
Mstep: Class 17 contains 45875 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 120263 members 
Mstep: Class 20 contains 3460 members 
Mstep: Class 22 contains 53408 members 
Mstep: Class 23 contains 173885 members 
Entering Unmasked Estep 
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Iteration 191Q: 16 clusters Score -9.384817e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43381 members 
Mstep: Class 6 contains 3434 members 
Mstep: Class 8 contains 34982 members 
Mstep: Class 10 contains 66150 members 
Mstep: Class 13 contains 111953 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 16 contains 168882 members 
Mstep: Class 17 contains 45887 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 119924 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 22 contains 53487 members 
Mstep: Class 23 contains 173918 members 
Entering Unmasked Estep 
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Iteration 192Q: 16 clusters Score -9.384838e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43380 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 8 contains 34993 members 
Mstep: Class 10 contains 66165 members 
Mstep: Class 13 contains 112009 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 16 contains 168998 members 
Mstep: Class 17 contains 45902 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 19 contains 119607 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 22 contains 53560 members 
Mstep: Class 23 contains 173956 members 
Entering Unmasked Estep 
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Iteration 193Q: 16 clusters Score -9.384834e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43385 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 8 contains 35003 members 
Mstep: Class 10 contains 66189 members 
Mstep: Class 13 contains 112054 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 16 contains 169139 members 
Mstep: Class 17 contains 45912 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 119257 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 22 contains 53646 members 
Mstep: Class 23 contains 173999 members 
Entering Unmasked Estep 
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Score: -93848192.000000 Penalty: 33373.367188
Iteration 194Q: 16 clusters Score -9.384819e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43380 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 8 contains 35014 members 
Mstep: Class 10 contains 66218 members 
Mstep: Class 13 contains 112112 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 16 contains 169249 members 
Mstep: Class 17 contains 45925 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 118933 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 22 contains 53732 members 
Mstep: Class 23 contains 174033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848208.000000 Penalty: 33373.367188
Iteration 195Q: 16 clusters Score -9.384821e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 43377 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 8 contains 35022 members 
Mstep: Class 10 contains 66239 members 
Mstep: Class 13 contains 112181 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 16 contains 169384 members 
Mstep: Class 17 contains 45944 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 118595 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 22 contains 53817 members 
Mstep: Class 23 contains 174060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848160.000000 Penalty: 33373.367188
Iteration 196Q: 16 clusters Score -9.384816e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 43379 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 8 contains 35033 members 
Mstep: Class 10 contains 66254 members 
Mstep: Class 13 contains 112228 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 16 contains 169508 members 
Mstep: Class 17 contains 45976 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 118265 members 
Mstep: Class 20 contains 3484 members 
Mstep: Class 22 contains 53882 members 
Mstep: Class 23 contains 174093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848168.000000 Penalty: 33373.367188
Iteration 197Q: 16 clusters Score -9.384817e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 43380 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 8 contains 35033 members 
Mstep: Class 10 contains 66266 members 
Mstep: Class 13 contains 112292 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 16 contains 169625 members 
Mstep: Class 17 contains 45990 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 117976 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 22 contains 53945 members 
Mstep: Class 23 contains 174113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848192.000000 Penalty: 33373.367188
Iteration 198Q: 16 clusters Score -9.384819e+07 nChanged 693
Entering ConstructFrom: 
Score: -93848192.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (48747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Entering Unmasked Estep 
Score: -5127943.500000 Penalty: 1754.089844
	Iteration 0F: 2 clusters Score -5127944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5095226.500000 Penalty: 3508.179688
	Iteration 0F: 3 clusters Score -5095226 nChanged 22970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -5108600.000000 Penalty: 3508.179688
	Iteration 1F: 3 clusters Score -5108600 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -5109592.500000 Penalty: 3508.179688
	Iteration 2Q: 3 clusters Score -5109592 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -5110981.500000 Penalty: 3508.179688
	Iteration 3F: 3 clusters Score -5110982 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -5112989.000000 Penalty: 3508.179688
	Iteration 4F: 3 clusters Score -5112989 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -5115354.500000 Penalty: 3508.179688
	Iteration 5F: 3 clusters Score -5115354 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -5117237.500000 Penalty: 3508.179688
	Iteration 6F: 3 clusters Score -5117238 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -5118343.500000 Penalty: 3508.179688
	Iteration 7F: 3 clusters Score -5118344 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -5118900.500000 Penalty: 3508.179688
	Iteration 8Q: 3 clusters Score -5118900 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -5119163.500000 Penalty: 3508.179688
	Iteration 9Q: 3 clusters Score -5119164 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -5119319.500000 Penalty: 3508.179688
	Iteration 10Q: 3 clusters Score -5119320 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -5119430.000000 Penalty: 3508.179688
	Iteration 11Q: 3 clusters Score -5119430 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5119501.000000 Penalty: 3508.179688
	Iteration 12Q: 3 clusters Score -5119501 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -5119551.500000 Penalty: 3508.179688
	Iteration 13Q: 3 clusters Score -5119552 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -5119667.000000 Penalty: 3508.179688
	Iteration 14Q: 3 clusters Score -5119667 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -5119806.500000 Penalty: 3508.179688
	Iteration 15Q: 3 clusters Score -5119806 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -5119998.500000 Penalty: 3508.179688
	Iteration 16Q: 3 clusters Score -5119998 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5120274.500000 Penalty: 3508.179688
	Iteration 17Q: 3 clusters Score -5120274 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5120643.000000 Penalty: 3508.179688
	Iteration 18Q: 3 clusters Score -5120643 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -5121130.000000 Penalty: 3508.179688
	Iteration 19Q: 3 clusters Score -5121130 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5121761.000000 Penalty: 3508.179688
	Iteration 20F: 3 clusters Score -5121761 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5122727.500000 Penalty: 3508.179688
	Iteration 21Q: 3 clusters Score -5122728 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -5123848.000000 Penalty: 3508.179688
	Iteration 22Q: 3 clusters Score -5123848 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -5124944.500000 Penalty: 3508.179688
	Iteration 23Q: 3 clusters Score -5124944 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -5125717.000000 Penalty: 3508.179688
	Iteration 24Q: 3 clusters Score -5125717 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -5126066.500000 Penalty: 3508.179688
	Iteration 25Q: 3 clusters Score -5126066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -5126248.000000 Penalty: 3508.179688
	Iteration 26Q: 3 clusters Score -5126248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -5126307.000000 Penalty: 3508.179688
	Iteration 27Q: 3 clusters Score -5126307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -5126327.000000 Penalty: 3508.179688
	Iteration 28Q: 3 clusters Score -5126327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -5126357.500000 Penalty: 3508.179688
	Iteration 29Q: 3 clusters Score -5126358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -5126371.000000 Penalty: 3508.179688
	Iteration 30Q: 3 clusters Score -5126371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -5126387.000000 Penalty: 3508.179688
	Iteration 31Q: 3 clusters Score -5126387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -5126393.500000 Penalty: 3508.179688
	Iteration 32Q: 3 clusters Score -5126394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -5126401.500000 Penalty: 3508.179688
	Iteration 33Q: 3 clusters Score -5126402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -5126397.500000 Penalty: 3508.179688
	Iteration 34Q: 3 clusters Score -5126398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -5126408.000000 Penalty: 3508.179688
	Iteration 35Q: 3 clusters Score -5126408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -5126409.500000 Penalty: 3508.179688
	Iteration 36Q: 3 clusters Score -5126410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -5126411.500000 Penalty: 3508.179688
	Iteration 37Q: 3 clusters Score -5126412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -5126416.500000 Penalty: 3508.179688
	Iteration 38Q: 3 clusters Score -5126416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -5126411.000000 Penalty: 3508.179688
	Iteration 39Q: 3 clusters Score -5126411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -5126411.000000 Penalty: 3508.179688
	Iteration 40F: 3 clusters Score -5126411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -406551.343750 Penalty: 1342.917236
	Iteration 0F: 2 clusters Score -406551.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -403308.437500 Penalty: 2685.834473
	Iteration 0F: 3 clusters Score -403308.4 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -404220.781250 Penalty: 2685.834473
	Iteration 1F: 3 clusters Score -404220.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -404495.718750 Penalty: 2685.834473
	Iteration 2F: 3 clusters Score -404495.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -404677.531250 Penalty: 2685.834473
	Iteration 3F: 3 clusters Score -404677.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -404828.406250 Penalty: 2685.834473
	Iteration 4F: 3 clusters Score -404828.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -404957.468750 Penalty: 2685.834473
	Iteration 5F: 3 clusters Score -404957.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -405076.000000 Penalty: 2685.834473
	Iteration 6Q: 3 clusters Score -405076 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -405203.718750 Penalty: 2685.834473
	Iteration 7Q: 3 clusters Score -405203.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -405334.281250 Penalty: 2685.834473
	Iteration 8Q: 3 clusters Score -405334.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -405471.000000 Penalty: 2685.834473
	Iteration 9Q: 3 clusters Score -405471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -405600.093750 Penalty: 2685.834473
	Iteration 10Q: 3 clusters Score -405600.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -405714.843750 Penalty: 2685.834473
	Iteration 11Q: 3 clusters Score -405714.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -405822.781250 Penalty: 2685.834473
	Iteration 12Q: 3 clusters Score -405822.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -405938.343750 Penalty: 2685.834473
	Iteration 13Q: 3 clusters Score -405938.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -405990.843750 Penalty: 2685.834473
	Iteration 14Q: 3 clusters Score -405990.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -406023.625000 Penalty: 2685.834473
	Iteration 15Q: 3 clusters Score -406023.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -406057.437500 Penalty: 2685.834473
	Iteration 16Q: 3 clusters Score -406057.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -406086.875000 Penalty: 2685.834473
	Iteration 17Q: 3 clusters Score -406086.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -406108.718750 Penalty: 2685.834473
	Iteration 18Q: 3 clusters Score -406108.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -406121.718750 Penalty: 2685.834473
	Iteration 19Q: 3 clusters Score -406121.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -406136.468750 Penalty: 2685.834473
	Iteration 20F: 3 clusters Score -406136.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -406145.500000 Penalty: 2685.834473
	Iteration 21Q: 3 clusters Score -406145.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -406159.250000 Penalty: 2685.834473
	Iteration 22Q: 3 clusters Score -406159.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -406170.812500 Penalty: 2685.834473
	Iteration 23Q: 3 clusters Score -406170.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -406183.031250 Penalty: 2685.834473
	Iteration 24Q: 3 clusters Score -406183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -406188.687500 Penalty: 2685.834473
	Iteration 25Q: 3 clusters Score -406188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -406190.781250 Penalty: 2685.834473
	Iteration 26Q: 3 clusters Score -406190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -406192.625000 Penalty: 2685.834473
	Iteration 27Q: 3 clusters Score -406192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -406194.281250 Penalty: 2685.834473
	Iteration 28Q: 3 clusters Score -406194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -406195.812500 Penalty: 2685.834473
	Iteration 29Q: 3 clusters Score -406195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -406199.375000 Penalty: 2685.834473
	Iteration 30Q: 3 clusters Score -406199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -406200.218750 Penalty: 2685.834473
	Iteration 31Q: 3 clusters Score -406200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -406201.125000 Penalty: 2685.834473
	Iteration 32Q: 3 clusters Score -406201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -406203.281250 Penalty: 2685.834473
	Iteration 33Q: 3 clusters Score -406203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -406204.093750 Penalty: 2685.834473
	Iteration 34Q: 3 clusters Score -406204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -406204.093750 Penalty: 2685.834473
	Iteration 35F: 3 clusters Score -406204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Entering Unmasked Estep 
Score: -4619188.500000 Penalty: 1735.108765
	Iteration 0F: 2 clusters Score -4619188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4590172.500000 Penalty: 3470.217529
	Iteration 0F: 3 clusters Score -4590172 nChanged 20212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4601630.500000 Penalty: 3470.217529
	Iteration 1F: 3 clusters Score -4601630 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -4602173.000000 Penalty: 3470.217529
	Iteration 2Q: 3 clusters Score -4602173 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -4602746.000000 Penalty: 3470.217529
	Iteration 3Q: 3 clusters Score -4602746 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4603384.500000 Penalty: 3470.217529
	Iteration 4Q: 3 clusters Score -4603384 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4604142.500000 Penalty: 3470.217529
	Iteration 5Q: 3 clusters Score -4604142 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -4604992.000000 Penalty: 3470.217529
	Iteration 6Q: 3 clusters Score -4604992 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4605909.000000 Penalty: 3470.217529
	Iteration 7Q: 3 clusters Score -4605909 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4606790.000000 Penalty: 3470.217529
	Iteration 8Q: 3 clusters Score -4606790 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4607627.500000 Penalty: 3470.217529
	Iteration 9Q: 3 clusters Score -4607628 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4608338.500000 Penalty: 3470.217529
	Iteration 10Q: 3 clusters Score -4608338 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4608934.500000 Penalty: 3470.217529
	Iteration 11Q: 3 clusters Score -4608934 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -4609566.500000 Penalty: 3470.217529
	Iteration 12Q: 3 clusters Score -4609566 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -4610187.500000 Penalty: 3470.217529
	Iteration 13Q: 3 clusters Score -4610188 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -4610811.500000 Penalty: 3470.217529
	Iteration 14Q: 3 clusters Score -4610812 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4611490.000000 Penalty: 3470.217529
	Iteration 15Q: 3 clusters Score -4611490 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4612288.500000 Penalty: 3470.217529
	Iteration 16Q: 3 clusters Score -4612288 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -4613179.000000 Penalty: 3470.217529
	Iteration 17Q: 3 clusters Score -4613179 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4614201.500000 Penalty: 3470.217529
	Iteration 18Q: 3 clusters Score -4614202 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4615098.500000 Penalty: 3470.217529
	Iteration 19Q: 3 clusters Score -4615098 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4615879.000000 Penalty: 3470.217529
	Iteration 20F: 3 clusters Score -4615879 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4616505.000000 Penalty: 3470.217529
	Iteration 21Q: 3 clusters Score -4616505 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4616892.000000 Penalty: 3470.217529
	Iteration 22Q: 3 clusters Score -4616892 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4617148.500000 Penalty: 3470.217529
	Iteration 23Q: 3 clusters Score -4617148 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4617324.500000 Penalty: 3470.217529
	Iteration 24Q: 3 clusters Score -4617324 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4617437.000000 Penalty: 3470.217529
	Iteration 25Q: 3 clusters Score -4617437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4617499.000000 Penalty: 3470.217529
	Iteration 26Q: 3 clusters Score -4617499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4617555.000000 Penalty: 3470.217529
	Iteration 27Q: 3 clusters Score -4617555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4617596.000000 Penalty: 3470.217529
	Iteration 28Q: 3 clusters Score -4617596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4617625.000000 Penalty: 3470.217529
	Iteration 29Q: 3 clusters Score -4617625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4617638.000000 Penalty: 3470.217529
	Iteration 30Q: 3 clusters Score -4617638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4617644.500000 Penalty: 3470.217529
	Iteration 31Q: 3 clusters Score -4617644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4617649.500000 Penalty: 3470.217529
	Iteration 32Q: 3 clusters Score -4617650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4617655.500000 Penalty: 3470.217529
	Iteration 33Q: 3 clusters Score -4617656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4617669.000000 Penalty: 3470.217529
	Iteration 34Q: 3 clusters Score -4617669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4617675.000000 Penalty: 3470.217529
	Iteration 35Q: 3 clusters Score -4617675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4617685.000000 Penalty: 3470.217529
	Iteration 36Q: 3 clusters Score -4617685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4617688.000000 Penalty: 3470.217529
	Iteration 37Q: 3 clusters Score -4617688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4617688.500000 Penalty: 3470.217529
	Iteration 38Q: 3 clusters Score -4617688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4617696.500000 Penalty: 3470.217529
	Iteration 39Q: 3 clusters Score -4617696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4617695.500000 Penalty: 3470.217529
	Iteration 40F: 3 clusters Score -4617696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4617698.000000 Penalty: 3470.217529
	Iteration 41Q: 3 clusters Score -4617698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4617698.000000 Penalty: 3470.217529
	Iteration 42F: 3 clusters Score -4617698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -390502.437500 Penalty: 1323.132568
	Iteration 0F: 2 clusters Score -390502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -387489.593750 Penalty: 2646.265137
	Iteration 0F: 3 clusters Score -387489.6 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -388246.031250 Penalty: 2646.265137
	Iteration 1F: 3 clusters Score -388246 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -388365.687500 Penalty: 2646.265137
	Iteration 2F: 3 clusters Score -388365.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -388438.437500 Penalty: 2646.265137
	Iteration 3Q: 3 clusters Score -388438.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -388491.406250 Penalty: 2646.265137
	Iteration 4Q: 3 clusters Score -388491.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -388529.437500 Penalty: 2646.265137
	Iteration 5Q: 3 clusters Score -388529.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -388558.187500 Penalty: 2646.265137
	Iteration 6Q: 3 clusters Score -388558.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -388585.437500 Penalty: 2646.265137
	Iteration 7Q: 3 clusters Score -388585.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -388605.843750 Penalty: 2646.265137
	Iteration 8Q: 3 clusters Score -388605.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -388619.375000 Penalty: 2646.265137
	Iteration 9Q: 3 clusters Score -388619.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -388630.000000 Penalty: 2646.265137
	Iteration 10Q: 3 clusters Score -388630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -388636.656250 Penalty: 2646.265137
	Iteration 11Q: 3 clusters Score -388636.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -388640.937500 Penalty: 2646.265137
	Iteration 12Q: 3 clusters Score -388640.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -388647.718750 Penalty: 2646.265137
	Iteration 13Q: 3 clusters Score -388647.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -388655.343750 Penalty: 2646.265137
	Iteration 14Q: 3 clusters Score -388655.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -388661.406250 Penalty: 2646.265137
	Iteration 15Q: 3 clusters Score -388661.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -388668.781250 Penalty: 2646.265137
	Iteration 16Q: 3 clusters Score -388668.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -388673.906250 Penalty: 2646.265137
	Iteration 17Q: 3 clusters Score -388673.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -388680.343750 Penalty: 2646.265137
	Iteration 18Q: 3 clusters Score -388680.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -388685.906250 Penalty: 2646.265137
	Iteration 19Q: 3 clusters Score -388685.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -388691.656250 Penalty: 2646.265137
	Iteration 20F: 3 clusters Score -388691.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -388696.718750 Penalty: 2646.265137
	Iteration 21Q: 3 clusters Score -388696.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -388701.593750 Penalty: 2646.265137
	Iteration 22Q: 3 clusters Score -388701.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -388706.437500 Penalty: 2646.265137
	Iteration 23Q: 3 clusters Score -388706.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -388711.093750 Penalty: 2646.265137
	Iteration 24Q: 3 clusters Score -388711.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -388715.593750 Penalty: 2646.265137
	Iteration 25Q: 3 clusters Score -388715.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -388719.687500 Penalty: 2646.265137
	Iteration 26Q: 3 clusters Score -388719.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -388723.031250 Penalty: 2646.265137
	Iteration 27Q: 3 clusters Score -388723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -388727.500000 Penalty: 2646.265137
	Iteration 28Q: 3 clusters Score -388727.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -388732.687500 Penalty: 2646.265137
	Iteration 29Q: 3 clusters Score -388732.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -388736.812500 Penalty: 2646.265137
	Iteration 30Q: 3 clusters Score -388736.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -388740.781250 Penalty: 2646.265137
	Iteration 31Q: 3 clusters Score -388740.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -388746.656250 Penalty: 2646.265137
	Iteration 32Q: 3 clusters Score -388746.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -388750.000000 Penalty: 2646.265137
	Iteration 33Q: 3 clusters Score -388750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -388754.062500 Penalty: 2646.265137
	Iteration 34Q: 3 clusters Score -388754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -388756.031250 Penalty: 2646.265137
	Iteration 35Q: 3 clusters Score -388756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -388758.593750 Penalty: 2646.265137
	Iteration 36Q: 3 clusters Score -388758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -388759.468750 Penalty: 2646.265137
	Iteration 37Q: 3 clusters Score -388759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -388760.187500 Penalty: 2646.265137
	Iteration 38Q: 3 clusters Score -388760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -388762.718750 Penalty: 2646.265137
	Iteration 39Q: 3 clusters Score -388762.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -388764.125000 Penalty: 2646.265137
	Iteration 40F: 3 clusters Score -388764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -388767.250000 Penalty: 2646.265137
	Iteration 41Q: 3 clusters Score -388767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -388769.687500 Penalty: 2646.265137
	Iteration 42Q: 3 clusters Score -388769.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -388773.781250 Penalty: 2646.265137
	Iteration 43Q: 3 clusters Score -388773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -388777.562500 Penalty: 2646.265137
	Iteration 44Q: 3 clusters Score -388777.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -388780.468750 Penalty: 2646.265137
	Iteration 45Q: 3 clusters Score -388780.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -388783.187500 Penalty: 2646.265137
	Iteration 46Q: 3 clusters Score -388783.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -388786.687500 Penalty: 2646.265137
	Iteration 47Q: 3 clusters Score -388786.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -388789.531250 Penalty: 2646.265137
	Iteration 48Q: 3 clusters Score -388789.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -388792.968750 Penalty: 2646.265137
	Iteration 49Q: 3 clusters Score -388793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -388794.968750 Penalty: 2646.265137
	Iteration 50Q: 3 clusters Score -388795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -388798.937500 Penalty: 2646.265137
	Iteration 51Q: 3 clusters Score -388798.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -388803.531250 Penalty: 2646.265137
	Iteration 52Q: 3 clusters Score -388803.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -388811.593750 Penalty: 2646.265137
	Iteration 53Q: 3 clusters Score -388811.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -388817.062500 Penalty: 2646.265137
	Iteration 54Q: 3 clusters Score -388817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -388822.468750 Penalty: 2646.265137
	Iteration 55Q: 3 clusters Score -388822.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -388828.343750 Penalty: 2646.265137
	Iteration 56Q: 3 clusters Score -388828.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -388834.406250 Penalty: 2646.265137
	Iteration 57Q: 3 clusters Score -388834.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -388840.875000 Penalty: 2646.265137
	Iteration 58Q: 3 clusters Score -388840.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -388849.125000 Penalty: 2646.265137
	Iteration 59Q: 3 clusters Score -388849.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -388859.750000 Penalty: 2646.265137
	Iteration 60F: 3 clusters Score -388859.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -388869.937500 Penalty: 2646.265137
	Iteration 61Q: 3 clusters Score -388869.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -388875.875000 Penalty: 2646.265137
	Iteration 62Q: 3 clusters Score -388875.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -388881.281250 Penalty: 2646.265137
	Iteration 63Q: 3 clusters Score -388881.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -388887.625000 Penalty: 2646.265137
	Iteration 64Q: 3 clusters Score -388887.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -388893.656250 Penalty: 2646.265137
	Iteration 65Q: 3 clusters Score -388893.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -388909.437500 Penalty: 2646.265137
	Iteration 66Q: 3 clusters Score -388909.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -388926.812500 Penalty: 2646.265137
	Iteration 67Q: 3 clusters Score -388926.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -388942.062500 Penalty: 2646.265137
	Iteration 68Q: 3 clusters Score -388942.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -388956.000000 Penalty: 2646.265137
	Iteration 69Q: 3 clusters Score -388956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -388970.093750 Penalty: 2646.265137
	Iteration 70Q: 3 clusters Score -388970.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -388990.468750 Penalty: 2646.265137
	Iteration 71Q: 3 clusters Score -388990.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -389022.250000 Penalty: 2646.265137
	Iteration 72Q: 3 clusters Score -389022.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -389055.812500 Penalty: 2646.265137
	Iteration 73Q: 3 clusters Score -389055.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -389087.437500 Penalty: 2646.265137
	Iteration 74Q: 3 clusters Score -389087.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -389110.375000 Penalty: 2646.265137
	Iteration 75Q: 3 clusters Score -389110.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -389132.562500 Penalty: 2646.265137
	Iteration 76Q: 3 clusters Score -389132.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -389154.187500 Penalty: 2646.265137
	Iteration 77Q: 3 clusters Score -389154.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -389176.250000 Penalty: 2646.265137
	Iteration 78Q: 3 clusters Score -389176.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -389195.687500 Penalty: 2646.265137
	Iteration 79Q: 3 clusters Score -389195.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -389208.875000 Penalty: 2646.265137
	Iteration 80F: 3 clusters Score -389208.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -389218.718750 Penalty: 2646.265137
	Iteration 81Q: 3 clusters Score -389218.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -389225.718750 Penalty: 2646.265137
	Iteration 82Q: 3 clusters Score -389225.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -389233.343750 Penalty: 2646.265137
	Iteration 83Q: 3 clusters Score -389233.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -389239.562500 Penalty: 2646.265137
	Iteration 84Q: 3 clusters Score -389239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -389247.281250 Penalty: 2646.265137
	Iteration 85Q: 3 clusters Score -389247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -389251.468750 Penalty: 2646.265137
	Iteration 86Q: 3 clusters Score -389251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -389254.093750 Penalty: 2646.265137
	Iteration 87Q: 3 clusters Score -389254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -389258.343750 Penalty: 2646.265137
	Iteration 88Q: 3 clusters Score -389258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -389261.812500 Penalty: 2646.265137
	Iteration 89Q: 3 clusters Score -389261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -389263.406250 Penalty: 2646.265137
	Iteration 90Q: 3 clusters Score -389263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -389265.312500 Penalty: 2646.265137
	Iteration 91Q: 3 clusters Score -389265.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -389269.406250 Penalty: 2646.265137
	Iteration 92Q: 3 clusters Score -389269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -389272.843750 Penalty: 2646.265137
	Iteration 93Q: 3 clusters Score -389272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -389274.312500 Penalty: 2646.265137
	Iteration 94Q: 3 clusters Score -389274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -389274.312500 Penalty: 2646.265137
	Iteration 95F: 3 clusters Score -389274.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Entering Unmasked Estep 
Score: -3844976.500000 Penalty: 1700.402710
	Iteration 0F: 2 clusters Score -3844976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3821513.750000 Penalty: 3400.805420
	Iteration 0F: 3 clusters Score -3821514 nChanged 16176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3830731.500000 Penalty: 3400.805420
	Iteration 1F: 3 clusters Score -3830732 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3831219.500000 Penalty: 3400.805420
	Iteration 2Q: 3 clusters Score -3831220 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3831784.750000 Penalty: 3400.805420
	Iteration 3Q: 3 clusters Score -3831785 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3832494.750000 Penalty: 3400.805420
	Iteration 4Q: 3 clusters Score -3832495 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3833328.250000 Penalty: 3400.805420
	Iteration 5Q: 3 clusters Score -3833328 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3834402.500000 Penalty: 3400.805420
	Iteration 6F: 3 clusters Score -3834402 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3835639.000000 Penalty: 3400.805420
	Iteration 7F: 3 clusters Score -3835639 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3837083.500000 Penalty: 3400.805420
	Iteration 8F: 3 clusters Score -3837084 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3838236.000000 Penalty: 3400.805420
	Iteration 9F: 3 clusters Score -3838236 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3838855.000000 Penalty: 3400.805420
	Iteration 10Q: 3 clusters Score -3838855 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3839151.500000 Penalty: 3400.805420
	Iteration 11Q: 3 clusters Score -3839152 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3839363.750000 Penalty: 3400.805420
	Iteration 12Q: 3 clusters Score -3839364 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3839514.250000 Penalty: 3400.805420
	Iteration 13Q: 3 clusters Score -3839514 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3839665.750000 Penalty: 3400.805420
	Iteration 14Q: 3 clusters Score -3839666 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3839807.250000 Penalty: 3400.805420
	Iteration 15Q: 3 clusters Score -3839807 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3839958.500000 Penalty: 3400.805420
	Iteration 16Q: 3 clusters Score -3839958 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3840169.250000 Penalty: 3400.805420
	Iteration 17Q: 3 clusters Score -3840169 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3840352.000000 Penalty: 3400.805420
	Iteration 18Q: 3 clusters Score -3840352 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3840565.500000 Penalty: 3400.805420
	Iteration 19Q: 3 clusters Score -3840566 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3840816.250000 Penalty: 3400.805420
	Iteration 20F: 3 clusters Score -3840816 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3841059.500000 Penalty: 3400.805420
	Iteration 21Q: 3 clusters Score -3841060 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3841278.000000 Penalty: 3400.805420
	Iteration 22Q: 3 clusters Score -3841278 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3841497.250000 Penalty: 3400.805420
	Iteration 23Q: 3 clusters Score -3841497 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3841712.500000 Penalty: 3400.805420
	Iteration 24Q: 3 clusters Score -3841712 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3841903.000000 Penalty: 3400.805420
	Iteration 25Q: 3 clusters Score -3841903 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3842108.500000 Penalty: 3400.805420
	Iteration 26Q: 3 clusters Score -3842108 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3842260.750000 Penalty: 3400.805420
	Iteration 27Q: 3 clusters Score -3842261 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3842405.000000 Penalty: 3400.805420
	Iteration 28Q: 3 clusters Score -3842405 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3842518.000000 Penalty: 3400.805420
	Iteration 29Q: 3 clusters Score -3842518 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -3842608.250000 Penalty: 3400.805420
	Iteration 30Q: 3 clusters Score -3842608 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3842668.750000 Penalty: 3400.805420
	Iteration 31Q: 3 clusters Score -3842669 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -3842722.500000 Penalty: 3400.805420
	Iteration 32Q: 3 clusters Score -3842722 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3842785.750000 Penalty: 3400.805420
	Iteration 33Q: 3 clusters Score -3842786 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3842831.000000 Penalty: 3400.805420
	Iteration 34Q: 3 clusters Score -3842831 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -3842886.500000 Penalty: 3400.805420
	Iteration 35Q: 3 clusters Score -3842886 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -3842937.500000 Penalty: 3400.805420
	Iteration 36Q: 3 clusters Score -3842938 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -3842992.250000 Penalty: 3400.805420
	Iteration 37Q: 3 clusters Score -3842992 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3843035.500000 Penalty: 3400.805420
	Iteration 38Q: 3 clusters Score -3843036 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -3843057.750000 Penalty: 3400.805420
	Iteration 39Q: 3 clusters Score -3843058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -3843082.000000 Penalty: 3400.805420
	Iteration 40F: 3 clusters Score -3843082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -3843117.500000 Penalty: 3400.805420
	Iteration 41Q: 3 clusters Score -3843118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3843159.000000 Penalty: 3400.805420
	Iteration 42Q: 3 clusters Score -3843159 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -3843194.500000 Penalty: 3400.805420
	Iteration 43Q: 3 clusters Score -3843194 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -3843233.750000 Penalty: 3400.805420
	Iteration 44Q: 3 clusters Score -3843234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -3843258.750000 Penalty: 3400.805420
	Iteration 45Q: 3 clusters Score -3843259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -3843287.250000 Penalty: 3400.805420
	Iteration 46Q: 3 clusters Score -3843287 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -3843306.250000 Penalty: 3400.805420
	Iteration 47Q: 3 clusters Score -3843306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -3843322.750000 Penalty: 3400.805420
	Iteration 48Q: 3 clusters Score -3843323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -3843337.750000 Penalty: 3400.805420
	Iteration 49Q: 3 clusters Score -3843338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -3843359.500000 Penalty: 3400.805420
	Iteration 50Q: 3 clusters Score -3843360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -3843378.250000 Penalty: 3400.805420
	Iteration 51Q: 3 clusters Score -3843378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -3843389.500000 Penalty: 3400.805420
	Iteration 52Q: 3 clusters Score -3843390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -3843403.750000 Penalty: 3400.805420
	Iteration 53Q: 3 clusters Score -3843404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -3843431.250000 Penalty: 3400.805420
	Iteration 54Q: 3 clusters Score -3843431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -3843445.500000 Penalty: 3400.805420
	Iteration 55Q: 3 clusters Score -3843446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -3843463.250000 Penalty: 3400.805420
	Iteration 56Q: 3 clusters Score -3843463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -3843493.000000 Penalty: 3400.805420
	Iteration 57Q: 3 clusters Score -3843493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -3843511.250000 Penalty: 3400.805420
	Iteration 58Q: 3 clusters Score -3843511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -3843516.500000 Penalty: 3400.805420
	Iteration 59Q: 3 clusters Score -3843516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3843517.750000 Penalty: 3400.805420
	Iteration 60F: 3 clusters Score -3843518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -3843516.500000 Penalty: 3400.805420
	Iteration 61Q: 3 clusters Score -3843516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -3843523.250000 Penalty: 3400.805420
	Iteration 62Q: 3 clusters Score -3843523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -3843527.250000 Penalty: 3400.805420
	Iteration 63Q: 3 clusters Score -3843527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -3843527.000000 Penalty: 3400.805420
	Iteration 64Q: 3 clusters Score -3843527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -3843529.250000 Penalty: 3400.805420
	Iteration 65Q: 3 clusters Score -3843529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -3843534.000000 Penalty: 3400.805420
	Iteration 66Q: 3 clusters Score -3843534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -3843538.750000 Penalty: 3400.805420
	Iteration 67Q: 3 clusters Score -3843539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -3843541.500000 Penalty: 3400.805420
	Iteration 68Q: 3 clusters Score -3843542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -3843543.250000 Penalty: 3400.805420
	Iteration 69Q: 3 clusters Score -3843543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -3843542.750000 Penalty: 3400.805420
	Iteration 70Q: 3 clusters Score -3843543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -3843546.000000 Penalty: 3400.805420
	Iteration 71Q: 3 clusters Score -3843546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -3843547.500000 Penalty: 3400.805420
	Iteration 72Q: 3 clusters Score -3843548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -3843547.500000 Penalty: 3400.805420
	Iteration 73F: 3 clusters Score -3843548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Entering Unmasked Estep 
Score: -7253872.000000 Penalty: 1804.009644
	Iteration 0F: 2 clusters Score -7253872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -7209519.000000 Penalty: 3608.019287
	Iteration 0F: 3 clusters Score -7209519 nChanged 31294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -7227495.000000 Penalty: 3608.019287
	Iteration 1F: 3 clusters Score -7227495 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -7228046.500000 Penalty: 3608.019287
	Iteration 2Q: 3 clusters Score -7228046 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -7228736.500000 Penalty: 3608.019287
	Iteration 3Q: 3 clusters Score -7228736 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -7229642.500000 Penalty: 3608.019287
	Iteration 4Q: 3 clusters Score -7229642 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -7231001.000000 Penalty: 3608.019287
	Iteration 5Q: 3 clusters Score -7231001 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -7232930.000000 Penalty: 3608.019287
	Iteration 6F: 3 clusters Score -7232930 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -7235741.000000 Penalty: 3608.019287
	Iteration 7F: 3 clusters Score -7235741 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -7239447.000000 Penalty: 3608.019287
	Iteration 8F: 3 clusters Score -7239447 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -7243064.500000 Penalty: 3608.019287
	Iteration 9F: 3 clusters Score -7243064 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -7244956.000000 Penalty: 3608.019287
	Iteration 10F: 3 clusters Score -7244956 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -7245496.000000 Penalty: 3608.019287
	Iteration 11Q: 3 clusters Score -7245496 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -7245756.500000 Penalty: 3608.019287
	Iteration 12Q: 3 clusters Score -7245756 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -7245916.500000 Penalty: 3608.019287
	Iteration 13Q: 3 clusters Score -7245916 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -7246086.500000 Penalty: 3608.019287
	Iteration 14Q: 3 clusters Score -7246086 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -7246182.000000 Penalty: 3608.019287
	Iteration 15Q: 3 clusters Score -7246182 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -7246284.000000 Penalty: 3608.019287
	Iteration 16Q: 3 clusters Score -7246284 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -7246362.000000 Penalty: 3608.019287
	Iteration 17Q: 3 clusters Score -7246362 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -7246409.500000 Penalty: 3608.019287
	Iteration 18Q: 3 clusters Score -7246410 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -7246478.000000 Penalty: 3608.019287
	Iteration 19Q: 3 clusters Score -7246478 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -7246558.000000 Penalty: 3608.019287
	Iteration 20F: 3 clusters Score -7246558 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -7246658.000000 Penalty: 3608.019287
	Iteration 21Q: 3 clusters Score -7246658 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -7246759.500000 Penalty: 3608.019287
	Iteration 22Q: 3 clusters Score -7246760 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -7246856.500000 Penalty: 3608.019287
	Iteration 23Q: 3 clusters Score -7246856 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -7246974.000000 Penalty: 3608.019287
	Iteration 24Q: 3 clusters Score -7246974 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -7247076.000000 Penalty: 3608.019287
	Iteration 25Q: 3 clusters Score -7247076 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -7247202.500000 Penalty: 3608.019287
	Iteration 26Q: 3 clusters Score -7247202 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -7247302.000000 Penalty: 3608.019287
	Iteration 27Q: 3 clusters Score -7247302 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -7247473.000000 Penalty: 3608.019287
	Iteration 28Q: 3 clusters Score -7247473 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -7247575.500000 Penalty: 3608.019287
	Iteration 29Q: 3 clusters Score -7247576 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -7247702.000000 Penalty: 3608.019287
	Iteration 30Q: 3 clusters Score -7247702 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -7247851.500000 Penalty: 3608.019287
	Iteration 31Q: 3 clusters Score -7247852 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -7248035.000000 Penalty: 3608.019287
	Iteration 32Q: 3 clusters Score -7248035 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -7248223.000000 Penalty: 3608.019287
	Iteration 33Q: 3 clusters Score -7248223 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -7248414.500000 Penalty: 3608.019287
	Iteration 34Q: 3 clusters Score -7248414 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -7248606.000000 Penalty: 3608.019287
	Iteration 35Q: 3 clusters Score -7248606 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -7248829.000000 Penalty: 3608.019287
	Iteration 36Q: 3 clusters Score -7248829 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -7249007.000000 Penalty: 3608.019287
	Iteration 37Q: 3 clusters Score -7249007 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -7249196.000000 Penalty: 3608.019287
	Iteration 38Q: 3 clusters Score -7249196 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -7249366.000000 Penalty: 3608.019287
	Iteration 39Q: 3 clusters Score -7249366 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -7249497.000000 Penalty: 3608.019287
	Iteration 40F: 3 clusters Score -7249497 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -7249691.000000 Penalty: 3608.019287
	Iteration 41Q: 3 clusters Score -7249691 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -7249892.000000 Penalty: 3608.019287
	Iteration 42Q: 3 clusters Score -7249892 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -7250060.000000 Penalty: 3608.019287
	Iteration 43Q: 3 clusters Score -7250060 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -7250259.500000 Penalty: 3608.019287
	Iteration 44Q: 3 clusters Score -7250260 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -7250455.000000 Penalty: 3608.019287
	Iteration 45Q: 3 clusters Score -7250455 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -7250612.000000 Penalty: 3608.019287
	Iteration 46Q: 3 clusters Score -7250612 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -7250799.000000 Penalty: 3608.019287
	Iteration 47Q: 3 clusters Score -7250799 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -7250951.500000 Penalty: 3608.019287
	Iteration 48Q: 3 clusters Score -7250952 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -7251094.500000 Penalty: 3608.019287
	Iteration 49Q: 3 clusters Score -7251094 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -7251170.500000 Penalty: 3608.019287
	Iteration 50Q: 3 clusters Score -7251170 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -7251281.000000 Penalty: 3608.019287
	Iteration 51Q: 3 clusters Score -7251281 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -7251406.500000 Penalty: 3608.019287
	Iteration 52Q: 3 clusters Score -7251406 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7251479.500000 Penalty: 3608.019287
	Iteration 53Q: 3 clusters Score -7251480 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -7251604.000000 Penalty: 3608.019287
	Iteration 54Q: 3 clusters Score -7251604 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -7251678.000000 Penalty: 3608.019287
	Iteration 55Q: 3 clusters Score -7251678 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7251758.500000 Penalty: 3608.019287
	Iteration 56Q: 3 clusters Score -7251758 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -7251828.500000 Penalty: 3608.019287
	Iteration 57Q: 3 clusters Score -7251828 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7251884.500000 Penalty: 3608.019287
	Iteration 58Q: 3 clusters Score -7251884 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -7251962.000000 Penalty: 3608.019287
	Iteration 59Q: 3 clusters Score -7251962 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -7251988.000000 Penalty: 3608.019287
	Iteration 60F: 3 clusters Score -7251988 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7252036.000000 Penalty: 3608.019287
	Iteration 61Q: 3 clusters Score -7252036 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7252083.000000 Penalty: 3608.019287
	Iteration 62Q: 3 clusters Score -7252083 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7252137.000000 Penalty: 3608.019287
	Iteration 63Q: 3 clusters Score -7252137 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7252172.000000 Penalty: 3608.019287
	Iteration 64Q: 3 clusters Score -7252172 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7252210.500000 Penalty: 3608.019287
	Iteration 65Q: 3 clusters Score -7252210 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7252243.000000 Penalty: 3608.019287
	Iteration 66Q: 3 clusters Score -7252243 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7252271.000000 Penalty: 3608.019287
	Iteration 67Q: 3 clusters Score -7252271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7252287.500000 Penalty: 3608.019287
	Iteration 68Q: 3 clusters Score -7252288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7252291.500000 Penalty: 3608.019287
	Iteration 69Q: 3 clusters Score -7252292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7252306.500000 Penalty: 3608.019287
	Iteration 70Q: 3 clusters Score -7252306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7252327.000000 Penalty: 3608.019287
	Iteration 71Q: 3 clusters Score -7252327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7252330.000000 Penalty: 3608.019287
	Iteration 72Q: 3 clusters Score -7252330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7252348.000000 Penalty: 3608.019287
	Iteration 73Q: 3 clusters Score -7252348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7252363.500000 Penalty: 3608.019287
	Iteration 74Q: 3 clusters Score -7252364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7252367.000000 Penalty: 3608.019287
	Iteration 75Q: 3 clusters Score -7252367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7252369.000000 Penalty: 3608.019287
	Iteration 76Q: 3 clusters Score -7252369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7252374.500000 Penalty: 3608.019287
	Iteration 77Q: 3 clusters Score -7252374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7252383.000000 Penalty: 3608.019287
	Iteration 78Q: 3 clusters Score -7252383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7252389.000000 Penalty: 3608.019287
	Iteration 79Q: 3 clusters Score -7252389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7252395.500000 Penalty: 3608.019287
	Iteration 80F: 3 clusters Score -7252396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7252406.500000 Penalty: 3608.019287
	Iteration 81Q: 3 clusters Score -7252406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7252416.000000 Penalty: 3608.019287
	Iteration 82Q: 3 clusters Score -7252416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7252408.000000 Penalty: 3608.019287
	Iteration 83Q: 3 clusters Score -7252408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7252417.000000 Penalty: 3608.019287
	Iteration 84Q: 3 clusters Score -7252417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7252419.000000 Penalty: 3608.019287
	Iteration 85Q: 3 clusters Score -7252419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7252424.000000 Penalty: 3608.019287
	Iteration 86Q: 3 clusters Score -7252424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7252425.500000 Penalty: 3608.019287
	Iteration 87Q: 3 clusters Score -7252426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7252430.000000 Penalty: 3608.019287
	Iteration 88Q: 3 clusters Score -7252430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7252447.500000 Penalty: 3608.019287
	Iteration 89Q: 3 clusters Score -7252448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7252434.000000 Penalty: 3608.019287
	Iteration 90Q: 3 clusters Score -7252434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7252457.000000 Penalty: 3608.019287
	Iteration 91Q: 3 clusters Score -7252457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7252457.000000 Penalty: 3608.019287
	Iteration 92Q: 3 clusters Score -7252457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7252459.000000 Penalty: 3608.019287
	Iteration 93Q: 3 clusters Score -7252459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7252465.500000 Penalty: 3608.019287
	Iteration 94Q: 3 clusters Score -7252466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7252460.500000 Penalty: 3608.019287
	Iteration 95Q: 3 clusters Score -7252460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7252466.000000 Penalty: 3608.019287
	Iteration 96Q: 3 clusters Score -7252466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7252468.500000 Penalty: 3608.019287
	Iteration 97Q: 3 clusters Score -7252468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7252471.000000 Penalty: 3608.019287
	Iteration 98Q: 3 clusters Score -7252471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7252477.000000 Penalty: 3608.019287
	Iteration 99Q: 3 clusters Score -7252477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7252477.000000 Penalty: 3608.019287
	Iteration 100F: 3 clusters Score -7252477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -7252475.500000 Penalty: 3608.019287
	Iteration 101Q: 3 clusters Score -7252476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7252480.000000 Penalty: 3608.019287
	Iteration 102Q: 3 clusters Score -7252480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7252475.000000 Penalty: 3608.019287
	Iteration 103Q: 3 clusters Score -7252475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7252470.000000 Penalty: 3608.019287
	Iteration 104Q: 3 clusters Score -7252470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7252466.500000 Penalty: 3608.019287
	Iteration 105Q: 3 clusters Score -7252466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7252467.000000 Penalty: 3608.019287
	Iteration 106Q: 3 clusters Score -7252467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7252468.500000 Penalty: 3608.019287
	Iteration 107Q: 3 clusters Score -7252468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7252465.000000 Penalty: 3608.019287
	Iteration 108Q: 3 clusters Score -7252465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7252468.000000 Penalty: 3608.019287
	Iteration 109Q: 3 clusters Score -7252468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7252470.000000 Penalty: 3608.019287
	Iteration 110Q: 3 clusters Score -7252470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7252475.000000 Penalty: 3608.019287
	Iteration 111Q: 3 clusters Score -7252475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7252471.000000 Penalty: 3608.019287
	Iteration 112Q: 3 clusters Score -7252471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7252472.000000 Penalty: 3608.019287
	Iteration 113Q: 3 clusters Score -7252472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7252468.500000 Penalty: 3608.019287
	Iteration 114Q: 3 clusters Score -7252468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7252472.500000 Penalty: 3608.019287
	Iteration 115Q: 3 clusters Score -7252472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7252476.000000 Penalty: 3608.019287
	Iteration 116Q: 3 clusters Score -7252476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7252473.500000 Penalty: 3608.019287
	Iteration 117Q: 3 clusters Score -7252474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7252476.500000 Penalty: 3608.019287
	Iteration 118Q: 3 clusters Score -7252476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7252473.000000 Penalty: 3608.019287
	Iteration 119Q: 3 clusters Score -7252473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7252472.000000 Penalty: 3608.019287
	Iteration 120F: 3 clusters Score -7252472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7252475.000000 Penalty: 3608.019287
	Iteration 121Q: 3 clusters Score -7252475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7252471.000000 Penalty: 3608.019287
	Iteration 122Q: 3 clusters Score -7252471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7252473.000000 Penalty: 3608.019287
	Iteration 123Q: 3 clusters Score -7252473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7252471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7252471.000000 Penalty: 3608.019287
	Iteration 125F: 3 clusters Score -7252471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (112355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112355 members 
Entering Unmasked Estep 
Score: -12203143.000000 Penalty: 1889.780518
	Iteration 0F: 2 clusters Score -1.220314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -12128017.000000 Penalty: 3779.561035
	Iteration 0F: 3 clusters Score -1.212802e+07 nChanged 53910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -12158932.000000 Penalty: 3779.561035
	Iteration 1F: 3 clusters Score -1.215893e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -12159803.000000 Penalty: 3779.561035
	Iteration 2Q: 3 clusters Score -1.21598e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -12161054.000000 Penalty: 3779.561035
	Iteration 3Q: 3 clusters Score -1.216105e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -12162995.000000 Penalty: 3779.561035
	Iteration 4Q: 3 clusters Score -1.2163e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -12166470.000000 Penalty: 3779.561035
	Iteration 5F: 3 clusters Score -1.216647e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -12171814.000000 Penalty: 3779.561035
	Iteration 6F: 3 clusters Score -1.217181e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -12178916.000000 Penalty: 3779.561035
	Iteration 7F: 3 clusters Score -1.217892e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -12185807.000000 Penalty: 3779.561035
	Iteration 8F: 3 clusters Score -1.218581e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -12190647.000000 Penalty: 3779.561035
	Iteration 9Q: 3 clusters Score -1.219065e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -12193652.000000 Penalty: 3779.561035
	Iteration 10Q: 3 clusters Score -1.219365e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -12195649.000000 Penalty: 3779.561035
	Iteration 11Q: 3 clusters Score -1.219565e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -12197159.000000 Penalty: 3779.561035
	Iteration 12Q: 3 clusters Score -1.219716e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 107377 members 
Entering Unmasked Estep 
Score: -12198375.000000 Penalty: 3779.561035
	Iteration 13Q: 3 clusters Score -1.219838e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 108763 members 
Entering Unmasked Estep 
Score: -12199340.000000 Penalty: 3779.561035
	Iteration 14Q: 3 clusters Score -1.219934e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -12200027.000000 Penalty: 3779.561035
	Iteration 15Q: 3 clusters Score -1.220003e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 110494 members 
Entering Unmasked Estep 
Score: -12200463.000000 Penalty: 3779.561035
	Iteration 16Q: 3 clusters Score -1.220046e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 110998 members 
Entering Unmasked Estep 
Score: -12200766.000000 Penalty: 3779.561035
	Iteration 17Q: 3 clusters Score -1.220077e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -12201006.000000 Penalty: 3779.561035
	Iteration 18Q: 3 clusters Score -1.220101e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 111560 members 
Entering Unmasked Estep 
Score: -12201169.000000 Penalty: 3779.561035
	Iteration 19Q: 3 clusters Score -1.220117e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -12201246.000000 Penalty: 3779.561035
	Iteration 20F: 3 clusters Score -1.220125e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 111784 members 
Entering Unmasked Estep 
Score: -12201309.000000 Penalty: 3779.561035
	Iteration 21Q: 3 clusters Score -1.220131e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 111837 members 
Entering Unmasked Estep 
Score: -12201341.000000 Penalty: 3779.561035
	Iteration 22Q: 3 clusters Score -1.220134e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 111869 members 
Entering Unmasked Estep 
Score: -12201378.000000 Penalty: 3779.561035
	Iteration 23Q: 3 clusters Score -1.220138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 111892 members 
Entering Unmasked Estep 
Score: -12201410.000000 Penalty: 3779.561035
	Iteration 24Q: 3 clusters Score -1.220141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 111907 members 
Entering Unmasked Estep 
Score: -12201427.000000 Penalty: 3779.561035
	Iteration 25Q: 3 clusters Score -1.220143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 111924 members 
Entering Unmasked Estep 
Score: -12201442.000000 Penalty: 3779.561035
	Iteration 26Q: 3 clusters Score -1.220144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -12201457.000000 Penalty: 3779.561035
	Iteration 27Q: 3 clusters Score -1.220146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 111941 members 
Entering Unmasked Estep 
Score: -12201461.000000 Penalty: 3779.561035
	Iteration 28Q: 3 clusters Score -1.220146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 111951 members 
Entering Unmasked Estep 
Score: -12201476.000000 Penalty: 3779.561035
	Iteration 29Q: 3 clusters Score -1.220148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -12201475.000000 Penalty: 3779.561035
	Iteration 30Q: 3 clusters Score -1.220148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 111961 members 
Entering Unmasked Estep 
Score: -12201478.000000 Penalty: 3779.561035
	Iteration 31Q: 3 clusters Score -1.220148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -12201485.000000 Penalty: 3779.561035
	Iteration 32Q: 3 clusters Score -1.220148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -12201488.000000 Penalty: 3779.561035
	Iteration 33Q: 3 clusters Score -1.220149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 111969 members 
Entering Unmasked Estep 
Score: -12201482.000000 Penalty: 3779.561035
	Iteration 34Q: 3 clusters Score -1.220148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -12201485.000000 Penalty: 3779.561035
	Iteration 35Q: 3 clusters Score -1.220148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 111974 members 
Entering Unmasked Estep 
Score: -12201482.000000 Penalty: 3779.561035
	Iteration 36Q: 3 clusters Score -1.220148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 111974 members 
Entering Unmasked Estep 
Score: -12201493.000000 Penalty: 3779.561035
	Iteration 37Q: 3 clusters Score -1.220149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -12201488.000000 Penalty: 3779.561035
	Iteration 38Q: 3 clusters Score -1.220149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -12201488.000000 Penalty: 3779.561035
	Iteration 39F: 3 clusters Score -1.220149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -144372.906250 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -144372.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -142703.328125 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -142703.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -143345.765625 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -143345.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -143854.390625 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -143854.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -144352.046875 Penalty: 2376.579834
	Iteration 3F: 3 clusters Score -144352 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -144683.609375 Penalty: 2376.579834
	Iteration 4F: 3 clusters Score -144683.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -144860.890625 Penalty: 2376.579834
	Iteration 5Q: 3 clusters Score -144860.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -144992.281250 Penalty: 2376.579834
	Iteration 6Q: 3 clusters Score -144992.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145070.843750 Penalty: 2376.579834
	Iteration 7Q: 3 clusters Score -145070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -145081.140625 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -145081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145083.625000 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -145083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145086.234375 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -145086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145086.593750 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -145086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145088.015625 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -145088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145089.984375 Penalty: 2376.579834
	Iteration 13Q: 3 clusters Score -145090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145091.812500 Penalty: 2376.579834
	Iteration 14Q: 3 clusters Score -145091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145092.921875 Penalty: 2376.579834
	Iteration 15Q: 3 clusters Score -145092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145092.921875 Penalty: 2376.579834
	Iteration 16F: 3 clusters Score -145092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 43373 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 8 contains 35032 members 
Mstep: Class 10 contains 66277 members 
Mstep: Class 13 contains 112355 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 16 contains 169771 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 117683 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 22 contains 54012 members 
Mstep: Class 23 contains 174136 members 
Entering Unmasked Estep 
Score: -93847752.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93848192.000000 to -93847752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (169771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169771 members 
Entering Unmasked Estep 
Score: -18400258.000000 Penalty: 1956.858398
	Iteration 0F: 2 clusters Score -1.840026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 85203 members 
Entering Unmasked Estep 
Score: -18287128.000000 Penalty: 3913.716797
	Iteration 0F: 3 clusters Score -1.828713e+07 nChanged 82206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -18335344.000000 Penalty: 3913.716797
	Iteration 1F: 3 clusters Score -1.833534e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -18336740.000000 Penalty: 3913.716797
	Iteration 2Q: 3 clusters Score -1.833674e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -18338824.000000 Penalty: 3913.716797
	Iteration 3Q: 3 clusters Score -1.833882e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 99750 members 
Entering Unmasked Estep 
Score: -18342020.000000 Penalty: 3913.716797
	Iteration 4Q: 3 clusters Score -1.834202e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -18346912.000000 Penalty: 3913.716797
	Iteration 5F: 3 clusters Score -1.834691e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 117893 members 
Entering Unmasked Estep 
Score: -18354558.000000 Penalty: 3913.716797
	Iteration 6F: 3 clusters Score -1.835456e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 130526 members 
Entering Unmasked Estep 
Score: -18365026.000000 Penalty: 3913.716797
	Iteration 7F: 3 clusters Score -1.836503e+07 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 143657 members 
Entering Unmasked Estep 
Score: -18376570.000000 Penalty: 3913.716797
	Iteration 8F: 3 clusters Score -1.837657e+07 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -18386678.000000 Penalty: 3913.716797
	Iteration 9F: 3 clusters Score -1.838668e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 162262 members 
Entering Unmasked Estep 
Score: -18393092.000000 Penalty: 3913.716797
	Iteration 10Q: 3 clusters Score -1.839309e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 166252 members 
Entering Unmasked Estep 
Score: -18396210.000000 Penalty: 3913.716797
	Iteration 11Q: 3 clusters Score -1.839621e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 168053 members 
Entering Unmasked Estep 
Score: -18397530.000000 Penalty: 3913.716797
	Iteration 12Q: 3 clusters Score -1.839753e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 168800 members 
Entering Unmasked Estep 
Score: -18398120.000000 Penalty: 3913.716797
	Iteration 13Q: 3 clusters Score -1.839812e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 169099 members 
Entering Unmasked Estep 
Score: -18398392.000000 Penalty: 3913.716797
	Iteration 14Q: 3 clusters Score -1.839839e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 169232 members 
Entering Unmasked Estep 
Score: -18398482.000000 Penalty: 3913.716797
	Iteration 15Q: 3 clusters Score -1.839848e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 169292 members 
Entering Unmasked Estep 
Score: -18398536.000000 Penalty: 3913.716797
	Iteration 16Q: 3 clusters Score -1.839854e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -18398560.000000 Penalty: 3913.716797
	Iteration 17Q: 3 clusters Score -1.839856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 169346 members 
Entering Unmasked Estep 
Score: -18398588.000000 Penalty: 3913.716797
	Iteration 18Q: 3 clusters Score -1.839859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 169363 members 
Entering Unmasked Estep 
Score: -18398630.000000 Penalty: 3913.716797
	Iteration 19Q: 3 clusters Score -1.839863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 169378 members 
Entering Unmasked Estep 
Score: -18398654.000000 Penalty: 3913.716797
	Iteration 20F: 3 clusters Score -1.839865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -18398658.000000 Penalty: 3913.716797
	Iteration 21Q: 3 clusters Score -1.839866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 169398 members 
Entering Unmasked Estep 
Score: -18398676.000000 Penalty: 3913.716797
	Iteration 22Q: 3 clusters Score -1.839868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18398678.000000 Penalty: 3913.716797
	Iteration 23Q: 3 clusters Score -1.839868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18398678.000000 Penalty: 3913.716797
	Iteration 24Q: 3 clusters Score -1.839868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18398678.000000 Penalty: 3913.716797
	Iteration 25F: 3 clusters Score -1.839868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Entering Unmasked Estep 
Score: -5050678.000000 Penalty: 1744.614990
	Iteration 0F: 2 clusters Score -5050678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5019961.500000 Penalty: 3489.229980
	Iteration 0F: 3 clusters Score -5019962 nChanged 21488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -5032165.000000 Penalty: 3489.229980
	Iteration 1F: 3 clusters Score -5032165 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -5032846.000000 Penalty: 3489.229980
	Iteration 2Q: 3 clusters Score -5032846 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -5033853.000000 Penalty: 3489.229980
	Iteration 3Q: 3 clusters Score -5033853 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -5035406.500000 Penalty: 3489.229980
	Iteration 4F: 3 clusters Score -5035406 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -5038021.500000 Penalty: 3489.229980
	Iteration 5F: 3 clusters Score -5038022 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -5041465.000000 Penalty: 3489.229980
	Iteration 6F: 3 clusters Score -5041465 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -5044768.000000 Penalty: 3489.229980
	Iteration 7F: 3 clusters Score -5044768 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5047081.500000 Penalty: 3489.229980
	Iteration 8F: 3 clusters Score -5047082 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5048265.000000 Penalty: 3489.229980
	Iteration 9Q: 3 clusters Score -5048265 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5048809.500000 Penalty: 3489.229980
	Iteration 10Q: 3 clusters Score -5048810 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5049091.000000 Penalty: 3489.229980
	Iteration 11Q: 3 clusters Score -5049091 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5049248.000000 Penalty: 3489.229980
	Iteration 12Q: 3 clusters Score -5049248 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5049321.000000 Penalty: 3489.229980
	Iteration 13Q: 3 clusters Score -5049321 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5049367.000000 Penalty: 3489.229980
	Iteration 14Q: 3 clusters Score -5049367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5049394.500000 Penalty: 3489.229980
	Iteration 15Q: 3 clusters Score -5049394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5049409.000000 Penalty: 3489.229980
	Iteration 16Q: 3 clusters Score -5049409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5049412.500000 Penalty: 3489.229980
	Iteration 17Q: 3 clusters Score -5049412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5049416.500000 Penalty: 3489.229980
	Iteration 18Q: 3 clusters Score -5049416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5049416.500000 Penalty: 3489.229980
	Iteration 19Q: 3 clusters Score -5049416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5049428.500000 Penalty: 3489.229980
	Iteration 20F: 3 clusters Score -5049428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5049436.500000 Penalty: 3489.229980
	Iteration 21Q: 3 clusters Score -5049436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5049436.000000 Penalty: 3489.229980
	Iteration 22Q: 3 clusters Score -5049436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5049436.000000 Penalty: 3489.229980
	Iteration 23Q: 3 clusters Score -5049436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5049437.000000 Penalty: 3489.229980
	Iteration 24Q: 3 clusters Score -5049437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5049437.000000 Penalty: 3489.229980
	Iteration 25Q: 3 clusters Score -5049437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5049435.500000 Penalty: 3489.229980
	Iteration 26Q: 3 clusters Score -5049436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5049432.000000 Penalty: 3489.229980
	Iteration 27Q: 3 clusters Score -5049432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5049429.500000 Penalty: 3489.229980
	Iteration 28Q: 3 clusters Score -5049430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5049432.000000 Penalty: 3489.229980
	Iteration 29Q: 3 clusters Score -5049432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5049429.500000 Penalty: 3489.229980
	Iteration 30Q: 3 clusters Score -5049430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5049433.000000 Penalty: 3489.229980
	Iteration 31Q: 3 clusters Score -5049433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5049430.000000 Penalty: 3489.229980
	Iteration 32Q: 3 clusters Score -5049430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5049428.500000 Penalty: 3489.229980
	Iteration 33Q: 3 clusters Score -5049428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5049433.500000 Penalty: 3489.229980
	Iteration 34Q: 3 clusters Score -5049434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5049435.000000 Penalty: 3489.229980
	Iteration 35Q: 3 clusters Score -5049435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5049434.000000 Penalty: 3489.229980
	Iteration 36Q: 3 clusters Score -5049434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5049435.000000 Penalty: 3489.229980
	Iteration 37Q: 3 clusters Score -5049435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5049435.000000 Penalty: 3489.229980
	Iteration 38F: 3 clusters Score -5049435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Entering Unmasked Estep 
Score: -405752.375000 Penalty: 1338.890991
	Iteration 0F: 2 clusters Score -405752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -402538.531250 Penalty: 2677.781982
	Iteration 0F: 3 clusters Score -402538.5 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -403326.468750 Penalty: 2677.781982
	Iteration 1F: 3 clusters Score -403326.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -403480.968750 Penalty: 2677.781982
	Iteration 2F: 3 clusters Score -403481 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -403572.562500 Penalty: 2677.781982
	Iteration 3Q: 3 clusters Score -403572.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -403636.843750 Penalty: 2677.781982
	Iteration 4Q: 3 clusters Score -403636.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -403672.218750 Penalty: 2677.781982
	Iteration 5Q: 3 clusters Score -403672.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -403699.687500 Penalty: 2677.781982
	Iteration 6Q: 3 clusters Score -403699.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -403729.312500 Penalty: 2677.781982
	Iteration 7Q: 3 clusters Score -403729.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -403764.093750 Penalty: 2677.781982
	Iteration 8Q: 3 clusters Score -403764.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -403800.781250 Penalty: 2677.781982
	Iteration 9Q: 3 clusters Score -403800.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -403835.968750 Penalty: 2677.781982
	Iteration 10Q: 3 clusters Score -403836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -403879.062500 Penalty: 2677.781982
	Iteration 11Q: 3 clusters Score -403879.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -403925.531250 Penalty: 2677.781982
	Iteration 12Q: 3 clusters Score -403925.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -403966.312500 Penalty: 2677.781982
	Iteration 13Q: 3 clusters Score -403966.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -404001.156250 Penalty: 2677.781982
	Iteration 14Q: 3 clusters Score -404001.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -404030.750000 Penalty: 2677.781982
	Iteration 15Q: 3 clusters Score -404030.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -404059.093750 Penalty: 2677.781982
	Iteration 16Q: 3 clusters Score -404059.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -404086.500000 Penalty: 2677.781982
	Iteration 17Q: 3 clusters Score -404086.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -404123.812500 Penalty: 2677.781982
	Iteration 18Q: 3 clusters Score -404123.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -404167.906250 Penalty: 2677.781982
	Iteration 19Q: 3 clusters Score -404167.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -404209.781250 Penalty: 2677.781982
	Iteration 20F: 3 clusters Score -404209.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -404244.000000 Penalty: 2677.781982
	Iteration 21Q: 3 clusters Score -404244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -404280.093750 Penalty: 2677.781982
	Iteration 22Q: 3 clusters Score -404280.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -404309.718750 Penalty: 2677.781982
	Iteration 23Q: 3 clusters Score -404309.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -404335.375000 Penalty: 2677.781982
	Iteration 24Q: 3 clusters Score -404335.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -404363.406250 Penalty: 2677.781982
	Iteration 25Q: 3 clusters Score -404363.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -404393.000000 Penalty: 2677.781982
	Iteration 26Q: 3 clusters Score -404393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -404421.218750 Penalty: 2677.781982
	Iteration 27Q: 3 clusters Score -404421.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -404452.312500 Penalty: 2677.781982
	Iteration 28Q: 3 clusters Score -404452.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -404481.875000 Penalty: 2677.781982
	Iteration 29Q: 3 clusters Score -404481.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -404506.500000 Penalty: 2677.781982
	Iteration 30Q: 3 clusters Score -404506.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -404527.343750 Penalty: 2677.781982
	Iteration 31Q: 3 clusters Score -404527.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -404544.500000 Penalty: 2677.781982
	Iteration 32Q: 3 clusters Score -404544.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -404556.250000 Penalty: 2677.781982
	Iteration 33Q: 3 clusters Score -404556.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -404569.000000 Penalty: 2677.781982
	Iteration 34Q: 3 clusters Score -404569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -404582.906250 Penalty: 2677.781982
	Iteration 35Q: 3 clusters Score -404582.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -404591.750000 Penalty: 2677.781982
	Iteration 36Q: 3 clusters Score -404591.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -404603.656250 Penalty: 2677.781982
	Iteration 37Q: 3 clusters Score -404603.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -404609.937500 Penalty: 2677.781982
	Iteration 38Q: 3 clusters Score -404609.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -404616.375000 Penalty: 2677.781982
	Iteration 39Q: 3 clusters Score -404616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -404620.500000 Penalty: 2677.781982
	Iteration 40F: 3 clusters Score -404620.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -404627.562500 Penalty: 2677.781982
	Iteration 41Q: 3 clusters Score -404627.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -404635.468750 Penalty: 2677.781982
	Iteration 42Q: 3 clusters Score -404635.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -404640.593750 Penalty: 2677.781982
	Iteration 43Q: 3 clusters Score -404640.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -404643.875000 Penalty: 2677.781982
	Iteration 44Q: 3 clusters Score -404643.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -404646.718750 Penalty: 2677.781982
	Iteration 45Q: 3 clusters Score -404646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -404651.625000 Penalty: 2677.781982
	Iteration 46Q: 3 clusters Score -404651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -404654.531250 Penalty: 2677.781982
	Iteration 47Q: 3 clusters Score -404654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -404655.843750 Penalty: 2677.781982
	Iteration 48Q: 3 clusters Score -404655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -404655.843750 Penalty: 2677.781982
	Iteration 49F: 3 clusters Score -404655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (117683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Entering Unmasked Estep 
Score: -12788375.000000 Penalty: 1897.309326
	Iteration 0F: 2 clusters Score -1.278838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -12709653.000000 Penalty: 3794.618652
	Iteration 0F: 3 clusters Score -1.270965e+07 nChanged 56595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -12743087.000000 Penalty: 3794.618652
	Iteration 1F: 3 clusters Score -1.274309e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -12744434.000000 Penalty: 3794.618652
	Iteration 2Q: 3 clusters Score -1.274443e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -12746196.000000 Penalty: 3794.618652
	Iteration 3Q: 3 clusters Score -1.27462e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -12748318.000000 Penalty: 3794.618652
	Iteration 4Q: 3 clusters Score -1.274832e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -12751083.000000 Penalty: 3794.618652
	Iteration 5Q: 3 clusters Score -1.275108e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -12754877.000000 Penalty: 3794.618652
	Iteration 6F: 3 clusters Score -1.275488e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -12759972.000000 Penalty: 3794.618652
	Iteration 7F: 3 clusters Score -1.275997e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -12766045.000000 Penalty: 3794.618652
	Iteration 8F: 3 clusters Score -1.276604e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -12770253.000000 Penalty: 3794.618652
	Iteration 9F: 3 clusters Score -1.277025e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -12772279.000000 Penalty: 3794.618652
	Iteration 10Q: 3 clusters Score -1.277228e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -12773001.000000 Penalty: 3794.618652
	Iteration 11Q: 3 clusters Score -1.2773e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -12773435.000000 Penalty: 3794.618652
	Iteration 12Q: 3 clusters Score -1.277344e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -12773849.000000 Penalty: 3794.618652
	Iteration 13Q: 3 clusters Score -1.277385e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -12774208.000000 Penalty: 3794.618652
	Iteration 14Q: 3 clusters Score -1.277421e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -12774536.000000 Penalty: 3794.618652
	Iteration 15Q: 3 clusters Score -1.277454e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -12774866.000000 Penalty: 3794.618652
	Iteration 16Q: 3 clusters Score -1.277487e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -12775064.000000 Penalty: 3794.618652
	Iteration 17Q: 3 clusters Score -1.277506e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -12775228.000000 Penalty: 3794.618652
	Iteration 18Q: 3 clusters Score -1.277523e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -12775460.000000 Penalty: 3794.618652
	Iteration 19Q: 3 clusters Score -1.277546e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -12775661.000000 Penalty: 3794.618652
	Iteration 20F: 3 clusters Score -1.277566e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -12775831.000000 Penalty: 3794.618652
	Iteration 21Q: 3 clusters Score -1.277583e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -12775934.000000 Penalty: 3794.618652
	Iteration 22Q: 3 clusters Score -1.277593e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -12776136.000000 Penalty: 3794.618652
	Iteration 23Q: 3 clusters Score -1.277614e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -12776230.000000 Penalty: 3794.618652
	Iteration 24Q: 3 clusters Score -1.277623e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -12776317.000000 Penalty: 3794.618652
	Iteration 25Q: 3 clusters Score -1.277632e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -12776407.000000 Penalty: 3794.618652
	Iteration 26Q: 3 clusters Score -1.277641e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -12776570.000000 Penalty: 3794.618652
	Iteration 27Q: 3 clusters Score -1.277657e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -12776639.000000 Penalty: 3794.618652
	Iteration 28Q: 3 clusters Score -1.277664e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -12776759.000000 Penalty: 3794.618652
	Iteration 29Q: 3 clusters Score -1.277676e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -12776885.000000 Penalty: 3794.618652
	Iteration 30Q: 3 clusters Score -1.277688e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 74531 members 
Entering Unmasked Estep 
Score: -12777005.000000 Penalty: 3794.618652
	Iteration 31Q: 3 clusters Score -1.2777e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -12777079.000000 Penalty: 3794.618652
	Iteration 32Q: 3 clusters Score -1.277708e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -12777204.000000 Penalty: 3794.618652
	Iteration 33Q: 3 clusters Score -1.27772e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -12777378.000000 Penalty: 3794.618652
	Iteration 34Q: 3 clusters Score -1.277738e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -12777520.000000 Penalty: 3794.618652
	Iteration 35Q: 3 clusters Score -1.277752e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -12777701.000000 Penalty: 3794.618652
	Iteration 36Q: 3 clusters Score -1.27777e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -12777851.000000 Penalty: 3794.618652
	Iteration 37Q: 3 clusters Score -1.277785e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -12778030.000000 Penalty: 3794.618652
	Iteration 38Q: 3 clusters Score -1.277803e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -12778176.000000 Penalty: 3794.618652
	Iteration 39Q: 3 clusters Score -1.277818e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -12778438.000000 Penalty: 3794.618652
	Iteration 40F: 3 clusters Score -1.277844e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -12778650.000000 Penalty: 3794.618652
	Iteration 41Q: 3 clusters Score -1.277865e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -12778828.000000 Penalty: 3794.618652
	Iteration 42Q: 3 clusters Score -1.277883e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -12779037.000000 Penalty: 3794.618652
	Iteration 43Q: 3 clusters Score -1.277904e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -12779208.000000 Penalty: 3794.618652
	Iteration 44Q: 3 clusters Score -1.277921e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -12779474.000000 Penalty: 3794.618652
	Iteration 45Q: 3 clusters Score -1.277947e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -12779746.000000 Penalty: 3794.618652
	Iteration 46Q: 3 clusters Score -1.277975e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -12779970.000000 Penalty: 3794.618652
	Iteration 47Q: 3 clusters Score -1.277997e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -12780211.000000 Penalty: 3794.618652
	Iteration 48Q: 3 clusters Score -1.278021e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 93371 members 
Entering Unmasked Estep 
Score: -12780462.000000 Penalty: 3794.618652
	Iteration 49Q: 3 clusters Score -1.278046e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -12780710.000000 Penalty: 3794.618652
	Iteration 50Q: 3 clusters Score -1.278071e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -12780898.000000 Penalty: 3794.618652
	Iteration 51Q: 3 clusters Score -1.27809e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -12781136.000000 Penalty: 3794.618652
	Iteration 52Q: 3 clusters Score -1.278114e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -12781341.000000 Penalty: 3794.618652
	Iteration 53Q: 3 clusters Score -1.278134e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -12781678.000000 Penalty: 3794.618652
	Iteration 54Q: 3 clusters Score -1.278168e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -12781989.000000 Penalty: 3794.618652
	Iteration 55Q: 3 clusters Score -1.278199e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -12782239.000000 Penalty: 3794.618652
	Iteration 56Q: 3 clusters Score -1.278224e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 101166 members 
Entering Unmasked Estep 
Score: -12782439.000000 Penalty: 3794.618652
	Iteration 57Q: 3 clusters Score -1.278244e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -12782635.000000 Penalty: 3794.618652
	Iteration 58Q: 3 clusters Score -1.278264e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 102702 members 
Entering Unmasked Estep 
Score: -12782828.000000 Penalty: 3794.618652
	Iteration 59Q: 3 clusters Score -1.278283e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -12783060.000000 Penalty: 3794.618652
	Iteration 60F: 3 clusters Score -1.278306e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -12783317.000000 Penalty: 3794.618652
	Iteration 61Q: 3 clusters Score -1.278332e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -12783502.000000 Penalty: 3794.618652
	Iteration 62Q: 3 clusters Score -1.27835e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 105592 members 
Entering Unmasked Estep 
Score: -12783759.000000 Penalty: 3794.618652
	Iteration 63Q: 3 clusters Score -1.278376e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -12783934.000000 Penalty: 3794.618652
	Iteration 64Q: 3 clusters Score -1.278393e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -12784152.000000 Penalty: 3794.618652
	Iteration 65Q: 3 clusters Score -1.278415e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -12784332.000000 Penalty: 3794.618652
	Iteration 66Q: 3 clusters Score -1.278433e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 108249 members 
Entering Unmasked Estep 
Score: -12784506.000000 Penalty: 3794.618652
	Iteration 67Q: 3 clusters Score -1.278451e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -12784683.000000 Penalty: 3794.618652
	Iteration 68Q: 3 clusters Score -1.278468e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -12784866.000000 Penalty: 3794.618652
	Iteration 69Q: 3 clusters Score -1.278487e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 109873 members 
Entering Unmasked Estep 
Score: -12785064.000000 Penalty: 3794.618652
	Iteration 70Q: 3 clusters Score -1.278506e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -12785245.000000 Penalty: 3794.618652
	Iteration 71Q: 3 clusters Score -1.278524e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 110826 members 
Entering Unmasked Estep 
Score: -12785419.000000 Penalty: 3794.618652
	Iteration 72Q: 3 clusters Score -1.278542e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 111282 members 
Entering Unmasked Estep 
Score: -12785619.000000 Penalty: 3794.618652
	Iteration 73Q: 3 clusters Score -1.278562e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 111728 members 
Entering Unmasked Estep 
Score: -12785805.000000 Penalty: 3794.618652
	Iteration 74Q: 3 clusters Score -1.27858e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 112154 members 
Entering Unmasked Estep 
Score: -12785934.000000 Penalty: 3794.618652
	Iteration 75Q: 3 clusters Score -1.278593e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 112518 members 
Entering Unmasked Estep 
Score: -12786048.000000 Penalty: 3794.618652
	Iteration 76Q: 3 clusters Score -1.278605e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 112845 members 
Entering Unmasked Estep 
Score: -12786207.000000 Penalty: 3794.618652
	Iteration 77Q: 3 clusters Score -1.278621e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -12786313.000000 Penalty: 3794.618652
	Iteration 78Q: 3 clusters Score -1.278631e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 113399 members 
Entering Unmasked Estep 
Score: -12786386.000000 Penalty: 3794.618652
	Iteration 79Q: 3 clusters Score -1.278639e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 113634 members 
Entering Unmasked Estep 
Score: -12786481.000000 Penalty: 3794.618652
	Iteration 80F: 3 clusters Score -1.278648e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 113867 members 
Entering Unmasked Estep 
Score: -12786548.000000 Penalty: 3794.618652
	Iteration 81Q: 3 clusters Score -1.278655e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 114048 members 
Entering Unmasked Estep 
Score: -12786623.000000 Penalty: 3794.618652
	Iteration 82Q: 3 clusters Score -1.278662e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -12786694.000000 Penalty: 3794.618652
	Iteration 83Q: 3 clusters Score -1.278669e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -12786750.000000 Penalty: 3794.618652
	Iteration 84Q: 3 clusters Score -1.278675e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -12786779.000000 Penalty: 3794.618652
	Iteration 85Q: 3 clusters Score -1.278678e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 114690 members 
Entering Unmasked Estep 
Score: -12786817.000000 Penalty: 3794.618652
	Iteration 86Q: 3 clusters Score -1.278682e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -12786876.000000 Penalty: 3794.618652
	Iteration 87Q: 3 clusters Score -1.278688e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -12786880.000000 Penalty: 3794.618652
	Iteration 88Q: 3 clusters Score -1.278688e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -12786938.000000 Penalty: 3794.618652
	Iteration 89Q: 3 clusters Score -1.278694e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 115208 members 
Entering Unmasked Estep 
Score: -12786977.000000 Penalty: 3794.618652
	Iteration 90Q: 3 clusters Score -1.278698e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 115326 members 
Entering Unmasked Estep 
Score: -12787025.000000 Penalty: 3794.618652
	Iteration 91Q: 3 clusters Score -1.278702e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -12787079.000000 Penalty: 3794.618652
	Iteration 92Q: 3 clusters Score -1.278708e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 115508 members 
Entering Unmasked Estep 
Score: -12787113.000000 Penalty: 3794.618652
	Iteration 93Q: 3 clusters Score -1.278711e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 115587 members 
Entering Unmasked Estep 
Score: -12787111.000000 Penalty: 3794.618652
	Iteration 94Q: 3 clusters Score -1.278711e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 115658 members 
Entering Unmasked Estep 
Score: -12787127.000000 Penalty: 3794.618652
	Iteration 95Q: 3 clusters Score -1.278713e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 115718 members 
Entering Unmasked Estep 
Score: -12787151.000000 Penalty: 3794.618652
	Iteration 96Q: 3 clusters Score -1.278715e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -12787177.000000 Penalty: 3794.618652
	Iteration 97Q: 3 clusters Score -1.278718e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 115838 members 
Entering Unmasked Estep 
Score: -12787178.000000 Penalty: 3794.618652
	Iteration 98Q: 3 clusters Score -1.278718e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 115895 members 
Entering Unmasked Estep 
Score: -12787185.000000 Penalty: 3794.618652
	Iteration 99Q: 3 clusters Score -1.278718e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -12787191.000000 Penalty: 3794.618652
	Iteration 100F: 3 clusters Score -1.278719e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 115985 members 
Entering Unmasked Estep 
Score: -12787224.000000 Penalty: 3794.618652
	Iteration 101Q: 3 clusters Score -1.278722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -12787215.000000 Penalty: 3794.618652
	Iteration 102Q: 3 clusters Score -1.278722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
Score: -12787220.000000 Penalty: 3794.618652
	Iteration 103Q: 3 clusters Score -1.278722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 116081 members 
Entering Unmasked Estep 
Score: -12787252.000000 Penalty: 3794.618652
	Iteration 104Q: 3 clusters Score -1.278725e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 116105 members 
Entering Unmasked Estep 
Score: -12787269.000000 Penalty: 3794.618652
	Iteration 105Q: 3 clusters Score -1.278727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 116125 members 
Entering Unmasked Estep 
Score: -12787285.000000 Penalty: 3794.618652
	Iteration 106Q: 3 clusters Score -1.278728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 116140 members 
Entering Unmasked Estep 
Score: -12787294.000000 Penalty: 3794.618652
	Iteration 107Q: 3 clusters Score -1.278729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -12787300.000000 Penalty: 3794.618652
	Iteration 108Q: 3 clusters Score -1.27873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -12787301.000000 Penalty: 3794.618652
	Iteration 109Q: 3 clusters Score -1.27873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 116178 members 
Entering Unmasked Estep 
Score: -12787304.000000 Penalty: 3794.618652
	Iteration 110Q: 3 clusters Score -1.27873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 116187 members 
Entering Unmasked Estep 
Score: -12787316.000000 Penalty: 3794.618652
	Iteration 111Q: 3 clusters Score -1.278732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -12787319.000000 Penalty: 3794.618652
	Iteration 112Q: 3 clusters Score -1.278732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 116199 members 
Entering Unmasked Estep 
Score: -12787313.000000 Penalty: 3794.618652
	Iteration 113Q: 3 clusters Score -1.278731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 116203 members 
Entering Unmasked Estep 
Score: -12787316.000000 Penalty: 3794.618652
	Iteration 114Q: 3 clusters Score -1.278732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -12787309.000000 Penalty: 3794.618652
	Iteration 115Q: 3 clusters Score -1.278731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -12787309.000000 Penalty: 3794.618652
	Iteration 116F: 3 clusters Score -1.278731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Entering Unmasked Estep 
Score: -355251.187500 Penalty: 1325.851929
	Iteration 0F: 2 clusters Score -355251.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -352230.906250 Penalty: 2651.703857
	Iteration 0F: 3 clusters Score -352230.9 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -353040.875000 Penalty: 2651.703857
	Iteration 1F: 3 clusters Score -353040.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -353432.375000 Penalty: 2651.703857
	Iteration 2F: 3 clusters Score -353432.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -353807.625000 Penalty: 2651.703857
	Iteration 3F: 3 clusters Score -353807.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -354087.843750 Penalty: 2651.703857
	Iteration 4F: 3 clusters Score -354087.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -354318.031250 Penalty: 2651.703857
	Iteration 5F: 3 clusters Score -354318 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -354485.437500 Penalty: 2651.703857
	Iteration 6F: 3 clusters Score -354485.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -354603.250000 Penalty: 2651.703857
	Iteration 7Q: 3 clusters Score -354603.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -354690.656250 Penalty: 2651.703857
	Iteration 8Q: 3 clusters Score -354690.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -354752.531250 Penalty: 2651.703857
	Iteration 9Q: 3 clusters Score -354752.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -354788.750000 Penalty: 2651.703857
	Iteration 10Q: 3 clusters Score -354788.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -354805.750000 Penalty: 2651.703857
	Iteration 11Q: 3 clusters Score -354805.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -354818.656250 Penalty: 2651.703857
	Iteration 12Q: 3 clusters Score -354818.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -354828.562500 Penalty: 2651.703857
	Iteration 13Q: 3 clusters Score -354828.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -354836.218750 Penalty: 2651.703857
	Iteration 14Q: 3 clusters Score -354836.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -354845.656250 Penalty: 2651.703857
	Iteration 15Q: 3 clusters Score -354845.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -354855.562500 Penalty: 2651.703857
	Iteration 16Q: 3 clusters Score -354855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -354860.375000 Penalty: 2651.703857
	Iteration 17Q: 3 clusters Score -354860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -354864.656250 Penalty: 2651.703857
	Iteration 18Q: 3 clusters Score -354864.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -354868.218750 Penalty: 2651.703857
	Iteration 19Q: 3 clusters Score -354868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -354871.312500 Penalty: 2651.703857
	Iteration 20F: 3 clusters Score -354871.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -354873.000000 Penalty: 2651.703857
	Iteration 21Q: 3 clusters Score -354873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -354874.031250 Penalty: 2651.703857
	Iteration 22Q: 3 clusters Score -354874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -354876.000000 Penalty: 2651.703857
	Iteration 23Q: 3 clusters Score -354876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -354877.281250 Penalty: 2651.703857
	Iteration 24Q: 3 clusters Score -354877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -354879.843750 Penalty: 2651.703857
	Iteration 25Q: 3 clusters Score -354879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -354883.281250 Penalty: 2651.703857
	Iteration 26Q: 3 clusters Score -354883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -354884.031250 Penalty: 2651.703857
	Iteration 27Q: 3 clusters Score -354884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -354885.281250 Penalty: 2651.703857
	Iteration 28Q: 3 clusters Score -354885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -354885.281250 Penalty: 2651.703857
	Iteration 29F: 3 clusters Score -354885.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Entering Unmasked Estep 
Score: -5930309.500000 Penalty: 1770.756226
	Iteration 0F: 2 clusters Score -5930310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -5894070.500000 Penalty: 3541.512451
	Iteration 0F: 3 clusters Score -5894070 nChanged 25522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -5908510.000000 Penalty: 3541.512451
	Iteration 1F: 3 clusters Score -5908510 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -5908803.000000 Penalty: 3541.512451
	Iteration 2Q: 3 clusters Score -5908803 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -5909128.000000 Penalty: 3541.512451
	Iteration 3Q: 3 clusters Score -5909128 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -5909491.500000 Penalty: 3541.512451
	Iteration 4Q: 3 clusters Score -5909492 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -5910003.000000 Penalty: 3541.512451
	Iteration 5Q: 3 clusters Score -5910003 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -5910722.500000 Penalty: 3541.512451
	Iteration 6Q: 3 clusters Score -5910722 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -5911686.500000 Penalty: 3541.512451
	Iteration 7Q: 3 clusters Score -5911686 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -5913215.500000 Penalty: 3541.512451
	Iteration 8F: 3 clusters Score -5913216 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -5915587.500000 Penalty: 3541.512451
	Iteration 9F: 3 clusters Score -5915588 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -5918832.500000 Penalty: 3541.512451
	Iteration 10F: 3 clusters Score -5918832 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5921672.000000 Penalty: 3541.512451
	Iteration 11F: 3 clusters Score -5921672 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5923118.000000 Penalty: 3541.512451
	Iteration 12F: 3 clusters Score -5923118 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -5923716.500000 Penalty: 3541.512451
	Iteration 13Q: 3 clusters Score -5923716 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -5924070.000000 Penalty: 3541.512451
	Iteration 14Q: 3 clusters Score -5924070 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5924335.500000 Penalty: 3541.512451
	Iteration 15Q: 3 clusters Score -5924336 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -5924605.500000 Penalty: 3541.512451
	Iteration 16Q: 3 clusters Score -5924606 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -5924852.500000 Penalty: 3541.512451
	Iteration 17Q: 3 clusters Score -5924852 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -5925091.000000 Penalty: 3541.512451
	Iteration 18Q: 3 clusters Score -5925091 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -5925349.000000 Penalty: 3541.512451
	Iteration 19Q: 3 clusters Score -5925349 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5925523.000000 Penalty: 3541.512451
	Iteration 20F: 3 clusters Score -5925523 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -5925766.000000 Penalty: 3541.512451
	Iteration 21Q: 3 clusters Score -5925766 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5925964.500000 Penalty: 3541.512451
	Iteration 22Q: 3 clusters Score -5925964 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -5926172.500000 Penalty: 3541.512451
	Iteration 23Q: 3 clusters Score -5926172 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -5926370.500000 Penalty: 3541.512451
	Iteration 24Q: 3 clusters Score -5926370 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -5926561.000000 Penalty: 3541.512451
	Iteration 25Q: 3 clusters Score -5926561 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -5926695.000000 Penalty: 3541.512451
	Iteration 26Q: 3 clusters Score -5926695 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -5926825.000000 Penalty: 3541.512451
	Iteration 27Q: 3 clusters Score -5926825 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -5926968.500000 Penalty: 3541.512451
	Iteration 28Q: 3 clusters Score -5926968 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -5927126.000000 Penalty: 3541.512451
	Iteration 29Q: 3 clusters Score -5927126 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -5927255.500000 Penalty: 3541.512451
	Iteration 30Q: 3 clusters Score -5927256 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -5927406.000000 Penalty: 3541.512451
	Iteration 31Q: 3 clusters Score -5927406 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -5927534.000000 Penalty: 3541.512451
	Iteration 32Q: 3 clusters Score -5927534 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -5927601.500000 Penalty: 3541.512451
	Iteration 33Q: 3 clusters Score -5927602 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5927674.500000 Penalty: 3541.512451
	Iteration 34Q: 3 clusters Score -5927674 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -5927758.000000 Penalty: 3541.512451
	Iteration 35Q: 3 clusters Score -5927758 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -5927862.000000 Penalty: 3541.512451
	Iteration 36Q: 3 clusters Score -5927862 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5927933.500000 Penalty: 3541.512451
	Iteration 37Q: 3 clusters Score -5927934 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -5928010.500000 Penalty: 3541.512451
	Iteration 38Q: 3 clusters Score -5928010 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5928115.500000 Penalty: 3541.512451
	Iteration 39Q: 3 clusters Score -5928116 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5928194.000000 Penalty: 3541.512451
	Iteration 40F: 3 clusters Score -5928194 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5928260.000000 Penalty: 3541.512451
	Iteration 41Q: 3 clusters Score -5928260 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5928316.000000 Penalty: 3541.512451
	Iteration 42Q: 3 clusters Score -5928316 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5928361.500000 Penalty: 3541.512451
	Iteration 43Q: 3 clusters Score -5928362 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -5928404.000000 Penalty: 3541.512451
	Iteration 44Q: 3 clusters Score -5928404 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5928424.000000 Penalty: 3541.512451
	Iteration 45Q: 3 clusters Score -5928424 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5928454.500000 Penalty: 3541.512451
	Iteration 46Q: 3 clusters Score -5928454 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -5928489.500000 Penalty: 3541.512451
	Iteration 47Q: 3 clusters Score -5928490 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -5928525.500000 Penalty: 3541.512451
	Iteration 48Q: 3 clusters Score -5928526 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5928558.000000 Penalty: 3541.512451
	Iteration 49Q: 3 clusters Score -5928558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5928590.000000 Penalty: 3541.512451
	Iteration 50Q: 3 clusters Score -5928590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5928602.000000 Penalty: 3541.512451
	Iteration 51Q: 3 clusters Score -5928602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5928621.500000 Penalty: 3541.512451
	Iteration 52Q: 3 clusters Score -5928622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5928640.500000 Penalty: 3541.512451
	Iteration 53Q: 3 clusters Score -5928640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5928662.000000 Penalty: 3541.512451
	Iteration 54Q: 3 clusters Score -5928662 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5928693.500000 Penalty: 3541.512451
	Iteration 55Q: 3 clusters Score -5928694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5928725.000000 Penalty: 3541.512451
	Iteration 56Q: 3 clusters Score -5928725 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5928739.000000 Penalty: 3541.512451
	Iteration 57Q: 3 clusters Score -5928739 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5928771.000000 Penalty: 3541.512451
	Iteration 58Q: 3 clusters Score -5928771 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5928809.500000 Penalty: 3541.512451
	Iteration 59Q: 3 clusters Score -5928810 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5928843.500000 Penalty: 3541.512451
	Iteration 60F: 3 clusters Score -5928844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5928864.500000 Penalty: 3541.512451
	Iteration 61Q: 3 clusters Score -5928864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5928861.500000 Penalty: 3541.512451
	Iteration 62Q: 3 clusters Score -5928862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5928858.500000 Penalty: 3541.512451
	Iteration 63Q: 3 clusters Score -5928858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5928874.500000 Penalty: 3541.512451
	Iteration 64Q: 3 clusters Score -5928874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5928897.500000 Penalty: 3541.512451
	Iteration 65Q: 3 clusters Score -5928898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5928933.000000 Penalty: 3541.512451
	Iteration 66Q: 3 clusters Score -5928933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5928950.500000 Penalty: 3541.512451
	Iteration 67Q: 3 clusters Score -5928950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5928972.500000 Penalty: 3541.512451
	Iteration 68Q: 3 clusters Score -5928972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5928984.500000 Penalty: 3541.512451
	Iteration 69Q: 3 clusters Score -5928984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5929000.500000 Penalty: 3541.512451
	Iteration 70Q: 3 clusters Score -5929000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5929027.500000 Penalty: 3541.512451
	Iteration 71Q: 3 clusters Score -5929028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5929039.000000 Penalty: 3541.512451
	Iteration 72Q: 3 clusters Score -5929039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5929043.000000 Penalty: 3541.512451
	Iteration 73Q: 3 clusters Score -5929043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5929048.500000 Penalty: 3541.512451
	Iteration 74Q: 3 clusters Score -5929048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5929054.000000 Penalty: 3541.512451
	Iteration 75Q: 3 clusters Score -5929054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5929065.500000 Penalty: 3541.512451
	Iteration 76Q: 3 clusters Score -5929066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5929073.500000 Penalty: 3541.512451
	Iteration 77Q: 3 clusters Score -5929074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5929071.500000 Penalty: 3541.512451
	Iteration 78Q: 3 clusters Score -5929072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5929066.000000 Penalty: 3541.512451
	Iteration 79Q: 3 clusters Score -5929066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5929076.000000 Penalty: 3541.512451
	Iteration 80F: 3 clusters Score -5929076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5929083.500000 Penalty: 3541.512451
	Iteration 81Q: 3 clusters Score -5929084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5929090.000000 Penalty: 3541.512451
	Iteration 82Q: 3 clusters Score -5929090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5929089.000000 Penalty: 3541.512451
	Iteration 83Q: 3 clusters Score -5929089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5929089.000000 Penalty: 3541.512451
	Iteration 84Q: 3 clusters Score -5929089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5929087.500000 Penalty: 3541.512451
	Iteration 85Q: 3 clusters Score -5929088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5929095.000000 Penalty: 3541.512451
	Iteration 86Q: 3 clusters Score -5929095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5929098.000000 Penalty: 3541.512451
	Iteration 87Q: 3 clusters Score -5929098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5929109.500000 Penalty: 3541.512451
	Iteration 88Q: 3 clusters Score -5929110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5929110.000000 Penalty: 3541.512451
	Iteration 89Q: 3 clusters Score -5929110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5929114.000000 Penalty: 3541.512451
	Iteration 90Q: 3 clusters Score -5929114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5929115.500000 Penalty: 3541.512451
	Iteration 91Q: 3 clusters Score -5929116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5929109.000000 Penalty: 3541.512451
	Iteration 92Q: 3 clusters Score -5929109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5929104.000000 Penalty: 3541.512451
	Iteration 93Q: 3 clusters Score -5929104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5929108.500000 Penalty: 3541.512451
	Iteration 94Q: 3 clusters Score -5929108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5929110.500000 Penalty: 3541.512451
	Iteration 95Q: 3 clusters Score -5929110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5929107.000000 Penalty: 3541.512451
	Iteration 96Q: 3 clusters Score -5929107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5929107.500000 Penalty: 3541.512451
	Iteration 97Q: 3 clusters Score -5929108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5929112.500000 Penalty: 3541.512451
	Iteration 98Q: 3 clusters Score -5929112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5929109.500000 Penalty: 3541.512451
	Iteration 99Q: 3 clusters Score -5929110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5929111.500000 Penalty: 3541.512451
	Iteration 100F: 3 clusters Score -5929112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5929119.000000 Penalty: 3541.512451
	Iteration 101Q: 3 clusters Score -5929119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5929112.500000 Penalty: 3541.512451
	Iteration 102Q: 3 clusters Score -5929112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5929114.500000 Penalty: 3541.512451
	Iteration 103Q: 3 clusters Score -5929114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5929114.500000 Penalty: 3541.512451
	Iteration 104F: 3 clusters Score -5929114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (174136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174136 members 
Entering Unmasked Estep 
Score: -18891972.000000 Penalty: 1960.983643
	Iteration 0F: 2 clusters Score -1.889197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -18777080.000000 Penalty: 3921.967285
	Iteration 0F: 3 clusters Score -1.877708e+07 nChanged 84118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -18826646.000000 Penalty: 3921.967285
	Iteration 1F: 3 clusters Score -1.882665e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -18827574.000000 Penalty: 3921.967285
	Iteration 2Q: 3 clusters Score -1.882757e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -18828574.000000 Penalty: 3921.967285
	Iteration 3Q: 3 clusters Score -1.882857e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
Score: -18829726.000000 Penalty: 3921.967285
	Iteration 4Q: 3 clusters Score -1.882973e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -18831146.000000 Penalty: 3921.967285
	Iteration 5Q: 3 clusters Score -1.883115e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -18833202.000000 Penalty: 3921.967285
	Iteration 6Q: 3 clusters Score -1.88332e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -18836132.000000 Penalty: 3921.967285
	Iteration 7Q: 3 clusters Score -1.883613e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -18840976.000000 Penalty: 3921.967285
	Iteration 8Q: 3 clusters Score -1.884098e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -18848312.000000 Penalty: 3921.967285
	Iteration 9F: 3 clusters Score -1.884831e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -18856184.000000 Penalty: 3921.967285
	Iteration 10F: 3 clusters Score -1.885618e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -18861328.000000 Penalty: 3921.967285
	Iteration 11F: 3 clusters Score -1.886133e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -18863000.000000 Penalty: 3921.967285
	Iteration 12Q: 3 clusters Score -1.8863e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -18863368.000000 Penalty: 3921.967285
	Iteration 13Q: 3 clusters Score -1.886337e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -18863698.000000 Penalty: 3921.967285
	Iteration 14Q: 3 clusters Score -1.88637e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -18863968.000000 Penalty: 3921.967285
	Iteration 15Q: 3 clusters Score -1.886397e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -18864204.000000 Penalty: 3921.967285
	Iteration 16Q: 3 clusters Score -1.88642e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -18864488.000000 Penalty: 3921.967285
	Iteration 17Q: 3 clusters Score -1.886449e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 81029 members 
Entering Unmasked Estep 
Score: -18864798.000000 Penalty: 3921.967285
	Iteration 18Q: 3 clusters Score -1.88648e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -18865000.000000 Penalty: 3921.967285
	Iteration 19Q: 3 clusters Score -1.8865e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -18865402.000000 Penalty: 3921.967285
	Iteration 20F: 3 clusters Score -1.88654e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -18865864.000000 Penalty: 3921.967285
	Iteration 21Q: 3 clusters Score -1.886586e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -18866242.000000 Penalty: 3921.967285
	Iteration 22Q: 3 clusters Score -1.886624e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -18866712.000000 Penalty: 3921.967285
	Iteration 23Q: 3 clusters Score -1.886671e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -18867252.000000 Penalty: 3921.967285
	Iteration 24Q: 3 clusters Score -1.886725e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -18867822.000000 Penalty: 3921.967285
	Iteration 25Q: 3 clusters Score -1.886782e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -18868276.000000 Penalty: 3921.967285
	Iteration 26Q: 3 clusters Score -1.886828e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -18868836.000000 Penalty: 3921.967285
	Iteration 27Q: 3 clusters Score -1.886884e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -18869464.000000 Penalty: 3921.967285
	Iteration 28Q: 3 clusters Score -1.886946e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -18870068.000000 Penalty: 3921.967285
	Iteration 29Q: 3 clusters Score -1.887007e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106517 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -18870546.000000 Penalty: 3921.967285
	Iteration 30Q: 3 clusters Score -1.887055e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107586 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -18870868.000000 Penalty: 3921.967285
	Iteration 31Q: 3 clusters Score -1.887087e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -18871282.000000 Penalty: 3921.967285
	Iteration 32Q: 3 clusters Score -1.887128e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -18871700.000000 Penalty: 3921.967285
	Iteration 33Q: 3 clusters Score -1.88717e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110548 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -18872086.000000 Penalty: 3921.967285
	Iteration 34Q: 3 clusters Score -1.887209e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -18872386.000000 Penalty: 3921.967285
	Iteration 35Q: 3 clusters Score -1.887239e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -18872580.000000 Penalty: 3921.967285
	Iteration 36Q: 3 clusters Score -1.887258e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112940 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -18872674.000000 Penalty: 3921.967285
	Iteration 37Q: 3 clusters Score -1.887267e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113562 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -18872858.000000 Penalty: 3921.967285
	Iteration 38Q: 3 clusters Score -1.887286e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114132 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -18872846.000000 Penalty: 3921.967285
	Iteration 39Q: 3 clusters Score -1.887285e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -18872998.000000 Penalty: 3921.967285
	Iteration 40F: 3 clusters Score -1.8873e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -18873094.000000 Penalty: 3921.967285
	Iteration 41Q: 3 clusters Score -1.887309e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -18873210.000000 Penalty: 3921.967285
	Iteration 42Q: 3 clusters Score -1.887321e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -18873324.000000 Penalty: 3921.967285
	Iteration 43Q: 3 clusters Score -1.887332e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116859 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -18873504.000000 Penalty: 3921.967285
	Iteration 44Q: 3 clusters Score -1.88735e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -18873580.000000 Penalty: 3921.967285
	Iteration 45Q: 3 clusters Score -1.887358e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -18873620.000000 Penalty: 3921.967285
	Iteration 46Q: 3 clusters Score -1.887362e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118337 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -18873668.000000 Penalty: 3921.967285
	Iteration 47Q: 3 clusters Score -1.887367e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -18873698.000000 Penalty: 3921.967285
	Iteration 48Q: 3 clusters Score -1.88737e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -18873744.000000 Penalty: 3921.967285
	Iteration 49Q: 3 clusters Score -1.887374e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119792 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -18873812.000000 Penalty: 3921.967285
	Iteration 50Q: 3 clusters Score -1.887381e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120306 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -18873852.000000 Penalty: 3921.967285
	Iteration 51Q: 3 clusters Score -1.887385e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -18873852.000000 Penalty: 3921.967285
	Iteration 52Q: 3 clusters Score -1.887385e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121268 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -18873960.000000 Penalty: 3921.967285
	Iteration 53Q: 3 clusters Score -1.887396e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121790 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -18873994.000000 Penalty: 3921.967285
	Iteration 54Q: 3 clusters Score -1.887399e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122273 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -18874062.000000 Penalty: 3921.967285
	Iteration 55Q: 3 clusters Score -1.887406e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122788 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -18874130.000000 Penalty: 3921.967285
	Iteration 56Q: 3 clusters Score -1.887413e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -18874192.000000 Penalty: 3921.967285
	Iteration 57Q: 3 clusters Score -1.887419e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123819 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -18874240.000000 Penalty: 3921.967285
	Iteration 58Q: 3 clusters Score -1.887424e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124308 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -18874300.000000 Penalty: 3921.967285
	Iteration 59Q: 3 clusters Score -1.88743e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124845 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -18874398.000000 Penalty: 3921.967285
	Iteration 60F: 3 clusters Score -1.88744e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125392 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -18874452.000000 Penalty: 3921.967285
	Iteration 61Q: 3 clusters Score -1.887445e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125940 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -18874510.000000 Penalty: 3921.967285
	Iteration 62Q: 3 clusters Score -1.887451e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126495 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -18874558.000000 Penalty: 3921.967285
	Iteration 63Q: 3 clusters Score -1.887456e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127076 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -18874702.000000 Penalty: 3921.967285
	Iteration 64Q: 3 clusters Score -1.88747e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127674 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -18874710.000000 Penalty: 3921.967285
	Iteration 65Q: 3 clusters Score -1.887471e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128331 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -18874956.000000 Penalty: 3921.967285
	Iteration 66Q: 3 clusters Score -1.887496e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129028 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -18875184.000000 Penalty: 3921.967285
	Iteration 67Q: 3 clusters Score -1.887518e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -18875312.000000 Penalty: 3921.967285
	Iteration 68Q: 3 clusters Score -1.887531e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130534 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -18875482.000000 Penalty: 3921.967285
	Iteration 69Q: 3 clusters Score -1.887548e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131352 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -18875696.000000 Penalty: 3921.967285
	Iteration 70Q: 3 clusters Score -1.88757e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132218 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -18875974.000000 Penalty: 3921.967285
	Iteration 71Q: 3 clusters Score -1.887597e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133142 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -18876294.000000 Penalty: 3921.967285
	Iteration 72Q: 3 clusters Score -1.887629e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134128 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -18876456.000000 Penalty: 3921.967285
	Iteration 73Q: 3 clusters Score -1.887646e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135210 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -18876880.000000 Penalty: 3921.967285
	Iteration 74Q: 3 clusters Score -1.887688e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136392 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -18877246.000000 Penalty: 3921.967285
	Iteration 75Q: 3 clusters Score -1.887725e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137621 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -18877668.000000 Penalty: 3921.967285
	Iteration 76Q: 3 clusters Score -1.887767e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138940 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -18878186.000000 Penalty: 3921.967285
	Iteration 77Q: 3 clusters Score -1.887819e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140330 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -18878696.000000 Penalty: 3921.967285
	Iteration 78Q: 3 clusters Score -1.88787e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -18879220.000000 Penalty: 3921.967285
	Iteration 79Q: 3 clusters Score -1.887922e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -18879826.000000 Penalty: 3921.967285
	Iteration 80F: 3 clusters Score -1.887983e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144596 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -18880426.000000 Penalty: 3921.967285
	Iteration 81Q: 3 clusters Score -1.888043e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146048 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -18881024.000000 Penalty: 3921.967285
	Iteration 82Q: 3 clusters Score -1.888102e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -18881594.000000 Penalty: 3921.967285
	Iteration 83Q: 3 clusters Score -1.888159e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -18882178.000000 Penalty: 3921.967285
	Iteration 84Q: 3 clusters Score -1.888218e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150631 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -18882732.000000 Penalty: 3921.967285
	Iteration 85Q: 3 clusters Score -1.888273e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152155 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -18883280.000000 Penalty: 3921.967285
	Iteration 86Q: 3 clusters Score -1.888328e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153683 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -18883834.000000 Penalty: 3921.967285
	Iteration 87Q: 3 clusters Score -1.888383e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -18884428.000000 Penalty: 3921.967285
	Iteration 88Q: 3 clusters Score -1.888443e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156603 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -18884948.000000 Penalty: 3921.967285
	Iteration 89Q: 3 clusters Score -1.888495e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -18885498.000000 Penalty: 3921.967285
	Iteration 90Q: 3 clusters Score -1.88855e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -18886038.000000 Penalty: 3921.967285
	Iteration 91Q: 3 clusters Score -1.888604e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -18886492.000000 Penalty: 3921.967285
	Iteration 92Q: 3 clusters Score -1.888649e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161918 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -18887124.000000 Penalty: 3921.967285
	Iteration 93Q: 3 clusters Score -1.888712e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163120 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -18887798.000000 Penalty: 3921.967285
	Iteration 94Q: 3 clusters Score -1.88878e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164287 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -18888480.000000 Penalty: 3921.967285
	Iteration 95Q: 3 clusters Score -1.888848e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165399 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -18889050.000000 Penalty: 3921.967285
	Iteration 96Q: 3 clusters Score -1.888905e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166440 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -18889566.000000 Penalty: 3921.967285
	Iteration 97Q: 3 clusters Score -1.888957e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167368 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -18889988.000000 Penalty: 3921.967285
	Iteration 98Q: 3 clusters Score -1.888999e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168202 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -18890218.000000 Penalty: 3921.967285
	Iteration 99Q: 3 clusters Score -1.889022e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -18890498.000000 Penalty: 3921.967285
	Iteration 100F: 3 clusters Score -1.88905e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169665 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -18890758.000000 Penalty: 3921.967285
	Iteration 101Q: 3 clusters Score -1.889076e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -18890926.000000 Penalty: 3921.967285
	Iteration 102Q: 3 clusters Score -1.889093e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -18891016.000000 Penalty: 3921.967285
	Iteration 103Q: 3 clusters Score -1.889102e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -18891018.000000 Penalty: 3921.967285
	Iteration 104Q: 3 clusters Score -1.889102e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171216 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -18891094.000000 Penalty: 3921.967285
	Iteration 105Q: 3 clusters Score -1.889109e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171429 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -18891074.000000 Penalty: 3921.967285
	Iteration 106Q: 3 clusters Score -1.889107e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171595 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -18891144.000000 Penalty: 3921.967285
	Iteration 107Q: 3 clusters Score -1.889114e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171730 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -18891194.000000 Penalty: 3921.967285
	Iteration 108Q: 3 clusters Score -1.889119e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171815 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -18891134.000000 Penalty: 3921.967285
	Iteration 109Q: 3 clusters Score -1.889113e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171889 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -18891164.000000 Penalty: 3921.967285
	Iteration 110Q: 3 clusters Score -1.889116e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171957 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -18891182.000000 Penalty: 3921.967285
	Iteration 111Q: 3 clusters Score -1.889118e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -18891170.000000 Penalty: 3921.967285
	Iteration 112Q: 3 clusters Score -1.889117e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172081 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18891170.000000 Penalty: 3921.967285
	Iteration 113Q: 3 clusters Score -1.889117e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172117 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -18891176.000000 Penalty: 3921.967285
	Iteration 114Q: 3 clusters Score -1.889118e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172162 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -18891136.000000 Penalty: 3921.967285
	Iteration 115Q: 3 clusters Score -1.889114e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172211 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -18891118.000000 Penalty: 3921.967285
	Iteration 116Q: 3 clusters Score -1.889112e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172241 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -18891122.000000 Penalty: 3921.967285
	Iteration 117Q: 3 clusters Score -1.889112e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172270 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -18891108.000000 Penalty: 3921.967285
	Iteration 118Q: 3 clusters Score -1.889111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172291 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -18891110.000000 Penalty: 3921.967285
	Iteration 119Q: 3 clusters Score -1.889111e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -18891108.000000 Penalty: 3921.967285
	Iteration 120F: 3 clusters Score -1.889111e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -18891110.000000 Penalty: 3921.967285
	Iteration 121Q: 3 clusters Score -1.889111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -18891112.000000 Penalty: 3921.967285
	Iteration 122Q: 3 clusters Score -1.889111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172351 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -18891118.000000 Penalty: 3921.967285
	Iteration 123Q: 3 clusters Score -1.889112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172353 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -18891132.000000 Penalty: 3921.967285
	Iteration 124Q: 3 clusters Score -1.889113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172353 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -18891124.000000 Penalty: 3921.967285
	Iteration 125Q: 3 clusters Score -1.889112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172357 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18891128.000000 Penalty: 3921.967285
	Iteration 126Q: 3 clusters Score -1.889113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172364 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -18891120.000000 Penalty: 3921.967285
	Iteration 127Q: 3 clusters Score -1.889112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172365 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -18891120.000000 Penalty: 3921.967285
	Iteration 128Q: 3 clusters Score -1.889112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172368 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -18891110.000000 Penalty: 3921.967285
	Iteration 129Q: 3 clusters Score -1.889111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172371 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -18891102.000000 Penalty: 3921.967285
	Iteration 130Q: 3 clusters Score -1.88911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172371 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -18891114.000000 Penalty: 3921.967285
	Iteration 131Q: 3 clusters Score -1.889111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172372 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -18891110.000000 Penalty: 3921.967285
	Iteration 132Q: 3 clusters Score -1.889111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172372 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -18891100.000000 Penalty: 3921.967285
	Iteration 133Q: 3 clusters Score -1.88911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172375 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -18891092.000000 Penalty: 3921.967285
	Iteration 134Q: 3 clusters Score -1.889109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172379 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18891090.000000 Penalty: 3921.967285
	Iteration 135Q: 3 clusters Score -1.889109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172378 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18891098.000000 Penalty: 3921.967285
	Iteration 136Q: 3 clusters Score -1.88911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172378 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18891098.000000 Penalty: 3921.967285
	Iteration 137Q: 3 clusters Score -1.88911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172379 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18891086.000000 Penalty: 3921.967285
	Iteration 138Q: 3 clusters Score -1.889109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172379 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18891092.000000 Penalty: 3921.967285
	Iteration 139Q: 3 clusters Score -1.889109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172379 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18891098.000000 Penalty: 3921.967285
	Iteration 140F: 3 clusters Score -1.88911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172379 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18891098.000000 Penalty: 3921.967285
	Iteration 141Q: 3 clusters Score -1.88911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172379 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18891098.000000 Penalty: 3921.967285
	Iteration 142F: 3 clusters Score -1.88911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 43373 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 8 contains 35032 members 
Mstep: Class 10 contains 66277 members 
Mstep: Class 13 contains 112355 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 16 contains 169771 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 117683 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 22 contains 54012 members 
Mstep: Class 23 contains 174136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848264.000000 Penalty: 33373.367188
Iteration 199Q: 16 clusters Score -9.384826e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43369 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 8 contains 35029 members 
Mstep: Class 10 contains 66293 members 
Mstep: Class 13 contains 112422 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 16 contains 169932 members 
Mstep: Class 17 contains 45999 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 117384 members 
Mstep: Class 20 contains 3502 members 
Mstep: Class 22 contains 54080 members 
Mstep: Class 23 contains 174134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848368.000000 Penalty: 33373.367188
Iteration 200F: 16 clusters Score -9.384837e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 43368 members 
Mstep: Class 6 contains 3434 members 
Mstep: Class 8 contains 35029 members 
Mstep: Class 10 contains 66295 members 
Mstep: Class 13 contains 112498 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 16 contains 170114 members 
Mstep: Class 17 contains 46007 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 117078 members 
Mstep: Class 20 contains 3508 members 
Mstep: Class 22 contains 54139 members 
Mstep: Class 23 contains 174124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848216.000000 Penalty: 33373.367188
Iteration 201Q: 16 clusters Score -9.384822e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 43362 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 8 contains 35034 members 
Mstep: Class 10 contains 66301 members 
Mstep: Class 13 contains 112564 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 16 contains 170322 members 
Mstep: Class 17 contains 46009 members 
Mstep: Class 18 contains 3756 members 
Mstep: Class 19 contains 116750 members 
Mstep: Class 20 contains 3513 members 
Mstep: Class 22 contains 54189 members 
Mstep: Class 23 contains 174136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848232.000000 Penalty: 33373.367188
Iteration 202Q: 16 clusters Score -9.384823e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 6 contains 3434 members 
Mstep: Class 8 contains 35029 members 
Mstep: Class 10 contains 66312 members 
Mstep: Class 13 contains 112632 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 16 contains 170489 members 
Mstep: Class 17 contains 46021 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 116435 members 
Mstep: Class 20 contains 3515 members 
Mstep: Class 22 contains 54234 members 
Mstep: Class 23 contains 174166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848096.000000 Penalty: 33373.367188
Iteration 203Q: 16 clusters Score -9.38481e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 43362 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 8 contains 35026 members 
Mstep: Class 10 contains 66344 members 
Mstep: Class 13 contains 112730 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 16 contains 170621 members 
Mstep: Class 17 contains 46031 members 
Mstep: Class 18 contains 3738 members 
Mstep: Class 19 contains 116116 members 
Mstep: Class 20 contains 3519 members 
Mstep: Class 22 contains 54288 members 
Mstep: Class 23 contains 174186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848176.000000 Penalty: 33373.367188
Iteration 204Q: 16 clusters Score -9.384818e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 43362 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 8 contains 35023 members 
Mstep: Class 10 contains 66369 members 
Mstep: Class 13 contains 112815 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 16 contains 170757 members 
Mstep: Class 17 contains 46040 members 
Mstep: Class 18 contains 3737 members 
Mstep: Class 19 contains 115812 members 
Mstep: Class 20 contains 3520 members 
Mstep: Class 22 contains 54321 members 
Mstep: Class 23 contains 174208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847976.000000 Penalty: 33373.367188
Iteration 205Q: 16 clusters Score -9.384798e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 43365 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 8 contains 35027 members 
Mstep: Class 10 contains 66375 members 
Mstep: Class 13 contains 112903 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 16 contains 170889 members 
Mstep: Class 17 contains 46055 members 
Mstep: Class 18 contains 3731 members 
Mstep: Class 19 contains 115498 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 22 contains 54368 members 
Mstep: Class 23 contains 174235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848008.000000 Penalty: 33373.367188
Iteration 206Q: 16 clusters Score -9.384801e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43359 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 10 contains 66385 members 
Mstep: Class 13 contains 112962 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 16 contains 171010 members 
Mstep: Class 17 contains 46064 members 
Mstep: Class 18 contains 3727 members 
Mstep: Class 19 contains 115232 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 22 contains 54405 members 
Mstep: Class 23 contains 174262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847936.000000 Penalty: 33373.367188
Iteration 207Q: 16 clusters Score -9.384794e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43356 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 8 contains 35044 members 
Mstep: Class 10 contains 66396 members 
Mstep: Class 13 contains 113018 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 16 contains 171134 members 
Mstep: Class 17 contains 46080 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 19 contains 114976 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 22 contains 54430 members 
Mstep: Class 23 contains 174294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848088.000000 Penalty: 33373.367188
Iteration 208Q: 16 clusters Score -9.384809e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 6 contains 3407 members 
Mstep: Class 8 contains 35058 members 
Mstep: Class 10 contains 66409 members 
Mstep: Class 13 contains 113086 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 16 contains 171256 members 
Mstep: Class 17 contains 46079 members 
Mstep: Class 18 contains 3715 members 
Mstep: Class 19 contains 114729 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 22 contains 54454 members 
Mstep: Class 23 contains 174319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848080.000000 Penalty: 33373.367188
Iteration 209Q: 16 clusters Score -9.384808e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 43350 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 8 contains 35073 members 
Mstep: Class 10 contains 66416 members 
Mstep: Class 13 contains 113125 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 16 contains 171394 members 
Mstep: Class 17 contains 46088 members 
Mstep: Class 18 contains 3717 members 
Mstep: Class 19 contains 114489 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 22 contains 54476 members 
Mstep: Class 23 contains 174334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847936.000000 Penalty: 33373.367188
Iteration 210Q: 16 clusters Score -9.384794e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 6 contains 3393 members 
Mstep: Class 8 contains 35078 members 
Mstep: Class 10 contains 66429 members 
Mstep: Class 13 contains 113151 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 16 contains 171523 members 
Mstep: Class 17 contains 46097 members 
Mstep: Class 18 contains 3712 members 
Mstep: Class 19 contains 114253 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 22 contains 54505 members 
Mstep: Class 23 contains 174363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848048.000000 Penalty: 33373.367188
Iteration 211Q: 16 clusters Score -9.384805e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 3 contains 3902 members 
Mstep: Class 4 contains 43351 members 
Mstep: Class 6 contains 3387 members 
Mstep: Class 8 contains 35086 members 
Mstep: Class 10 contains 66463 members 
Mstep: Class 13 contains 113179 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 16 contains 171673 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 113981 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 22 contains 54535 members 
Mstep: Class 23 contains 174388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848096.000000 Penalty: 33373.367188
Iteration 212Q: 16 clusters Score -9.38481e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 43347 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 8 contains 35100 members 
Mstep: Class 10 contains 66467 members 
Mstep: Class 13 contains 113215 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 16 contains 171851 members 
Mstep: Class 17 contains 46090 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 113691 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 22 contains 54572 members 
Mstep: Class 23 contains 174429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93848040.000000 Penalty: 33373.367188
Iteration 213Q: 16 clusters Score -9.384804e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 43344 members 
Mstep: Class 6 contains 3380 members 
Mstep: Class 8 contains 35116 members 
Mstep: Class 10 contains 66464 members 
Mstep: Class 13 contains 113264 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 16 contains 172023 members 
Mstep: Class 17 contains 46076 members 
Mstep: Class 18 contains 3695 members 
Mstep: Class 19 contains 113416 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 22 contains 54606 members 
Mstep: Class 23 contains 174469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847904.000000 Penalty: 33373.367188
Iteration 214Q: 16 clusters Score -9.38479e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 3 contains 3900 members 
Mstep: Class 4 contains 43342 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 8 contains 35125 members 
Mstep: Class 10 contains 66465 members 
Mstep: Class 13 contains 113312 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 16 contains 172177 members 
Mstep: Class 17 contains 46076 members 
Mstep: Class 18 contains 3691 members 
Mstep: Class 19 contains 113144 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 22 contains 54636 members 
Mstep: Class 23 contains 174518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847824.000000 Penalty: 33373.367188
Iteration 215Q: 16 clusters Score -9.384782e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 43343 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 8 contains 35135 members 
Mstep: Class 10 contains 66465 members 
Mstep: Class 13 contains 113355 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 16 contains 172307 members 
Mstep: Class 17 contains 46082 members 
Mstep: Class 18 contains 3691 members 
Mstep: Class 19 contains 112903 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 22 contains 54656 members 
Mstep: Class 23 contains 174552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847872.000000 Penalty: 33373.367188
Iteration 216Q: 16 clusters Score -9.384787e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 3 contains 3897 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 8 contains 35154 members 
Mstep: Class 10 contains 66475 members 
Mstep: Class 13 contains 113371 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 16 contains 172416 members 
Mstep: Class 17 contains 46093 members 
Mstep: Class 18 contains 3683 members 
Mstep: Class 19 contains 112664 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 22 contains 54700 members 
Mstep: Class 23 contains 174591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847800.000000 Penalty: 33373.367188
Iteration 217Q: 16 clusters Score -9.38478e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 8 contains 35169 members 
Mstep: Class 10 contains 66493 members 
Mstep: Class 13 contains 113406 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 16 contains 172547 members 
Mstep: Class 17 contains 46093 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 112416 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 22 contains 54730 members 
Mstep: Class 23 contains 174611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847800.000000 Penalty: 33373.367188
Iteration 218Q: 16 clusters Score -9.38478e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 6 contains 3354 members 
Mstep: Class 8 contains 35179 members 
Mstep: Class 10 contains 66502 members 
Mstep: Class 13 contains 113431 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 16 contains 172681 members 
Mstep: Class 17 contains 46085 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 112195 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 22 contains 54751 members 
Mstep: Class 23 contains 174631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847728.000000 Penalty: 33373.367188
Iteration 219Q: 16 clusters Score -9.384773e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 8 contains 35194 members 
Mstep: Class 10 contains 66508 members 
Mstep: Class 13 contains 113443 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 16 contains 172783 members 
Mstep: Class 17 contains 46070 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 111988 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 22 contains 54775 members 
Mstep: Class 23 contains 174685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847632.000000 Penalty: 33373.367188
Iteration 220F: 16 clusters Score -9.384763e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 43344 members 
Mstep: Class 6 contains 3334 members 
Mstep: Class 8 contains 35202 members 
Mstep: Class 10 contains 66502 members 
Mstep: Class 13 contains 113475 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 16 contains 172888 members 
Mstep: Class 17 contains 46067 members 
Mstep: Class 18 contains 3681 members 
Mstep: Class 19 contains 111781 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 22 contains 54802 members 
Mstep: Class 23 contains 174746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847560.000000 Penalty: 33373.367188
Iteration 221Q: 16 clusters Score -9.384756e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 43344 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 8 contains 35208 members 
Mstep: Class 10 contains 66507 members 
Mstep: Class 13 contains 113497 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 16 contains 172996 members 
Mstep: Class 17 contains 46066 members 
Mstep: Class 18 contains 3681 members 
Mstep: Class 19 contains 111588 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 22 contains 54810 members 
Mstep: Class 23 contains 174799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847576.000000 Penalty: 33373.367188
Iteration 222Q: 16 clusters Score -9.384758e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 8 contains 35218 members 
Mstep: Class 10 contains 66512 members 
Mstep: Class 13 contains 113513 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 16 contains 173094 members 
Mstep: Class 17 contains 46061 members 
Mstep: Class 18 contains 3686 members 
Mstep: Class 19 contains 111405 members 
Mstep: Class 20 contains 3551 members 
Mstep: Class 22 contains 54805 members 
Mstep: Class 23 contains 174855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847536.000000 Penalty: 33373.367188
Iteration 223Q: 16 clusters Score -9.384754e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 6 contains 3313 members 
Mstep: Class 8 contains 35231 members 
Mstep: Class 10 contains 66524 members 
Mstep: Class 13 contains 113556 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 16 contains 173171 members 
Mstep: Class 17 contains 46050 members 
Mstep: Class 18 contains 3691 members 
Mstep: Class 19 contains 111198 members 
Mstep: Class 20 contains 3555 members 
Mstep: Class 22 contains 54810 members 
Mstep: Class 23 contains 174915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847544.000000 Penalty: 33373.367188
Iteration 224Q: 16 clusters Score -9.384754e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43348 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 8 contains 35246 members 
Mstep: Class 10 contains 66548 members 
Mstep: Class 13 contains 113571 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 16 contains 173258 members 
Mstep: Class 17 contains 46045 members 
Mstep: Class 18 contains 3691 members 
Mstep: Class 19 contains 111007 members 
Mstep: Class 20 contains 3561 members 
Mstep: Class 22 contains 54810 members 
Mstep: Class 23 contains 174978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847448.000000 Penalty: 33373.367188
Iteration 225Q: 16 clusters Score -9.384745e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43347 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 8 contains 35256 members 
Mstep: Class 10 contains 66569 members 
Mstep: Class 13 contains 113610 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 16 contains 173333 members 
Mstep: Class 17 contains 46047 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 110820 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 22 contains 54817 members 
Mstep: Class 23 contains 175038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847424.000000 Penalty: 33373.367188
Iteration 226Q: 16 clusters Score -9.384742e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43352 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 8 contains 35276 members 
Mstep: Class 10 contains 66581 members 
Mstep: Class 13 contains 113647 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 16 contains 173391 members 
Mstep: Class 17 contains 46045 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 110626 members 
Mstep: Class 20 contains 3577 members 
Mstep: Class 22 contains 54824 members 
Mstep: Class 23 contains 175113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847408.000000 Penalty: 33373.367188
Iteration 227Q: 16 clusters Score -9.384741e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43351 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 8 contains 35291 members 
Mstep: Class 10 contains 66594 members 
Mstep: Class 13 contains 113700 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 16 contains 173453 members 
Mstep: Class 17 contains 46042 members 
Mstep: Class 18 contains 3679 members 
Mstep: Class 19 contains 110434 members 
Mstep: Class 20 contains 3582 members 
Mstep: Class 22 contains 54820 members 
Mstep: Class 23 contains 175173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847376.000000 Penalty: 33373.367188
Iteration 228Q: 16 clusters Score -9.384738e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43356 members 
Mstep: Class 6 contains 3269 members 
Mstep: Class 8 contains 35302 members 
Mstep: Class 10 contains 66604 members 
Mstep: Class 13 contains 113745 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 16 contains 173531 members 
Mstep: Class 17 contains 46035 members 
Mstep: Class 18 contains 3679 members 
Mstep: Class 19 contains 110243 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 22 contains 54828 members 
Mstep: Class 23 contains 175222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847408.000000 Penalty: 33373.367188
Iteration 229Q: 16 clusters Score -9.384741e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43357 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 8 contains 35322 members 
Mstep: Class 10 contains 66627 members 
Mstep: Class 13 contains 113790 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 16 contains 173600 members 
Mstep: Class 17 contains 46031 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 110063 members 
Mstep: Class 20 contains 3587 members 
Mstep: Class 22 contains 54825 members 
Mstep: Class 23 contains 175260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847440.000000 Penalty: 33373.367188
Iteration 230Q: 16 clusters Score -9.384744e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43358 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 8 contains 35337 members 
Mstep: Class 10 contains 66644 members 
Mstep: Class 13 contains 113830 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 16 contains 173652 members 
Mstep: Class 17 contains 46040 members 
Mstep: Class 18 contains 3691 members 
Mstep: Class 19 contains 109886 members 
Mstep: Class 20 contains 3589 members 
Mstep: Class 22 contains 54837 members 
Mstep: Class 23 contains 175301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847432.000000 Penalty: 33373.367188
Iteration 231Q: 16 clusters Score -9.384743e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43358 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 8 contains 35351 members 
Mstep: Class 10 contains 66667 members 
Mstep: Class 13 contains 113861 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 16 contains 173723 members 
Mstep: Class 17 contains 46043 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 19 contains 109696 members 
Mstep: Class 20 contains 3591 members 
Mstep: Class 22 contains 54848 members 
Mstep: Class 23 contains 175345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847432.000000 Penalty: 33373.367188
Iteration 232Q: 16 clusters Score -9.384743e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 43359 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 8 contains 35358 members 
Mstep: Class 10 contains 66678 members 
Mstep: Class 13 contains 113896 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 16 contains 173805 members 
Mstep: Class 17 contains 46044 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 19 contains 109519 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 22 contains 54847 members 
Mstep: Class 23 contains 175385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847488.000000 Penalty: 33373.367188
Iteration 233Q: 16 clusters Score -9.384749e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43358 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 8 contains 35366 members 
Mstep: Class 10 contains 66695 members 
Mstep: Class 13 contains 113930 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 16 contains 173890 members 
Mstep: Class 17 contains 46048 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 109342 members 
Mstep: Class 20 contains 3606 members 
Mstep: Class 22 contains 54849 members 
Mstep: Class 23 contains 175419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847384.000000 Penalty: 33373.367188
Iteration 234Q: 16 clusters Score -9.384738e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43353 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 8 contains 35378 members 
Mstep: Class 10 contains 66722 members 
Mstep: Class 13 contains 113961 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 16 contains 173979 members 
Mstep: Class 17 contains 46058 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 109164 members 
Mstep: Class 20 contains 3615 members 
Mstep: Class 22 contains 54858 members 
Mstep: Class 23 contains 175440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847336.000000 Penalty: 33373.367188
Iteration 235Q: 16 clusters Score -9.384734e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43358 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 8 contains 35386 members 
Mstep: Class 10 contains 66745 members 
Mstep: Class 13 contains 113996 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 16 contains 174083 members 
Mstep: Class 17 contains 46071 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 108984 members 
Mstep: Class 20 contains 3625 members 
Mstep: Class 22 contains 54864 members 
Mstep: Class 23 contains 175443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847408.000000 Penalty: 33373.367188
Iteration 236Q: 16 clusters Score -9.384741e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43360 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 8 contains 35396 members 
Mstep: Class 10 contains 66752 members 
Mstep: Class 13 contains 114038 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 16 contains 174169 members 
Mstep: Class 17 contains 46078 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 108831 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 22 contains 54862 members 
Mstep: Class 23 contains 175455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847416.000000 Penalty: 33373.367188
Iteration 237Q: 16 clusters Score -9.384742e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43363 members 
Mstep: Class 6 contains 3227 members 
Mstep: Class 8 contains 35408 members 
Mstep: Class 10 contains 66757 members 
Mstep: Class 13 contains 114084 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 16 contains 174258 members 
Mstep: Class 17 contains 46077 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 108685 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 22 contains 54855 members 
Mstep: Class 23 contains 175470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847320.000000 Penalty: 33373.367188
Iteration 238Q: 16 clusters Score -9.384732e+07 nChanged 344
Entering ConstructFrom: 
Score: -93847320.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (48608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Entering Unmasked Estep 
Score: -5114656.000000 Penalty: 1753.625732
	Iteration 0F: 2 clusters Score -5114656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -5082064.500000 Penalty: 3507.251465
	Iteration 0F: 3 clusters Score -5082064 nChanged 22867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5094921.000000 Penalty: 3507.251465
	Iteration 1F: 3 clusters Score -5094921 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -5095399.000000 Penalty: 3507.251465
	Iteration 2Q: 3 clusters Score -5095399 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -5095885.500000 Penalty: 3507.251465
	Iteration 3Q: 3 clusters Score -5095886 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -5096443.500000 Penalty: 3507.251465
	Iteration 4Q: 3 clusters Score -5096444 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -5097050.000000 Penalty: 3507.251465
	Iteration 5Q: 3 clusters Score -5097050 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5097817.000000 Penalty: 3507.251465
	Iteration 6Q: 3 clusters Score -5097817 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -5098851.000000 Penalty: 3507.251465
	Iteration 7Q: 3 clusters Score -5098851 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5100198.500000 Penalty: 3507.251465
	Iteration 8Q: 3 clusters Score -5100198 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -5101761.500000 Penalty: 3507.251465
	Iteration 9F: 3 clusters Score -5101762 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -5103275.500000 Penalty: 3507.251465
	Iteration 10F: 3 clusters Score -5103276 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -5104273.000000 Penalty: 3507.251465
	Iteration 11Q: 3 clusters Score -5104273 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -5104794.000000 Penalty: 3507.251465
	Iteration 12Q: 3 clusters Score -5104794 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -5104983.000000 Penalty: 3507.251465
	Iteration 13Q: 3 clusters Score -5104983 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -5105063.000000 Penalty: 3507.251465
	Iteration 14Q: 3 clusters Score -5105063 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5105120.000000 Penalty: 3507.251465
	Iteration 15Q: 3 clusters Score -5105120 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -5105177.000000 Penalty: 3507.251465
	Iteration 16Q: 3 clusters Score -5105177 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5105216.500000 Penalty: 3507.251465
	Iteration 17Q: 3 clusters Score -5105216 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -5105264.500000 Penalty: 3507.251465
	Iteration 18Q: 3 clusters Score -5105264 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -5105313.500000 Penalty: 3507.251465
	Iteration 19Q: 3 clusters Score -5105314 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -5105355.000000 Penalty: 3507.251465
	Iteration 20F: 3 clusters Score -5105355 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5105400.500000 Penalty: 3507.251465
	Iteration 21Q: 3 clusters Score -5105400 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -5105462.500000 Penalty: 3507.251465
	Iteration 22Q: 3 clusters Score -5105462 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5105493.500000 Penalty: 3507.251465
	Iteration 23Q: 3 clusters Score -5105494 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -5105543.000000 Penalty: 3507.251465
	Iteration 24Q: 3 clusters Score -5105543 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -5105602.000000 Penalty: 3507.251465
	Iteration 25Q: 3 clusters Score -5105602 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -5105685.500000 Penalty: 3507.251465
	Iteration 26Q: 3 clusters Score -5105686 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5105753.000000 Penalty: 3507.251465
	Iteration 27Q: 3 clusters Score -5105753 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -5105835.000000 Penalty: 3507.251465
	Iteration 28Q: 3 clusters Score -5105835 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -5105889.500000 Penalty: 3507.251465
	Iteration 29Q: 3 clusters Score -5105890 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5105964.000000 Penalty: 3507.251465
	Iteration 30Q: 3 clusters Score -5105964 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -5106016.000000 Penalty: 3507.251465
	Iteration 31Q: 3 clusters Score -5106016 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -5106090.000000 Penalty: 3507.251465
	Iteration 32Q: 3 clusters Score -5106090 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -5106195.500000 Penalty: 3507.251465
	Iteration 33Q: 3 clusters Score -5106196 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -5106293.000000 Penalty: 3507.251465
	Iteration 34Q: 3 clusters Score -5106293 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -5106418.000000 Penalty: 3507.251465
	Iteration 35Q: 3 clusters Score -5106418 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -5106558.000000 Penalty: 3507.251465
	Iteration 36Q: 3 clusters Score -5106558 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -5106688.500000 Penalty: 3507.251465
	Iteration 37Q: 3 clusters Score -5106688 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5106836.500000 Penalty: 3507.251465
	Iteration 38Q: 3 clusters Score -5106836 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5107035.000000 Penalty: 3507.251465
	Iteration 39Q: 3 clusters Score -5107035 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -5107245.500000 Penalty: 3507.251465
	Iteration 40F: 3 clusters Score -5107246 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -5107520.000000 Penalty: 3507.251465
	Iteration 41Q: 3 clusters Score -5107520 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -5107874.000000 Penalty: 3507.251465
	Iteration 42Q: 3 clusters Score -5107874 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -5108314.500000 Penalty: 3507.251465
	Iteration 43Q: 3 clusters Score -5108314 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -5108921.000000 Penalty: 3507.251465
	Iteration 44Q: 3 clusters Score -5108921 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -5109635.000000 Penalty: 3507.251465
	Iteration 45Q: 3 clusters Score -5109635 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5110326.500000 Penalty: 3507.251465
	Iteration 46Q: 3 clusters Score -5110326 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -5110911.000000 Penalty: 3507.251465
	Iteration 47Q: 3 clusters Score -5110911 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5111344.500000 Penalty: 3507.251465
	Iteration 48Q: 3 clusters Score -5111344 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -5111622.000000 Penalty: 3507.251465
	Iteration 49Q: 3 clusters Score -5111622 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5111877.500000 Penalty: 3507.251465
	Iteration 50Q: 3 clusters Score -5111878 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5112287.000000 Penalty: 3507.251465
	Iteration 51Q: 3 clusters Score -5112287 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5112521.000000 Penalty: 3507.251465
	Iteration 52Q: 3 clusters Score -5112521 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -5112770.000000 Penalty: 3507.251465
	Iteration 53Q: 3 clusters Score -5112770 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -5112960.500000 Penalty: 3507.251465
	Iteration 54Q: 3 clusters Score -5112960 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5113113.500000 Penalty: 3507.251465
	Iteration 55Q: 3 clusters Score -5113114 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -5113215.000000 Penalty: 3507.251465
	Iteration 56Q: 3 clusters Score -5113215 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5113270.000000 Penalty: 3507.251465
	Iteration 57Q: 3 clusters Score -5113270 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -5113336.000000 Penalty: 3507.251465
	Iteration 58Q: 3 clusters Score -5113336 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -5113401.500000 Penalty: 3507.251465
	Iteration 59Q: 3 clusters Score -5113402 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -5113441.000000 Penalty: 3507.251465
	Iteration 60F: 3 clusters Score -5113441 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -5113475.000000 Penalty: 3507.251465
	Iteration 61Q: 3 clusters Score -5113475 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -5113500.500000 Penalty: 3507.251465
	Iteration 62Q: 3 clusters Score -5113500 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5113524.500000 Penalty: 3507.251465
	Iteration 63Q: 3 clusters Score -5113524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -5113522.500000 Penalty: 3507.251465
	Iteration 64Q: 3 clusters Score -5113522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5113530.000000 Penalty: 3507.251465
	Iteration 65Q: 3 clusters Score -5113530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -5113544.000000 Penalty: 3507.251465
	Iteration 66Q: 3 clusters Score -5113544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -5113545.500000 Penalty: 3507.251465
	Iteration 67Q: 3 clusters Score -5113546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -5113555.500000 Penalty: 3507.251465
	Iteration 68Q: 3 clusters Score -5113556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -5113560.500000 Penalty: 3507.251465
	Iteration 69Q: 3 clusters Score -5113560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5113565.000000 Penalty: 3507.251465
	Iteration 70Q: 3 clusters Score -5113565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -5113563.500000 Penalty: 3507.251465
	Iteration 71Q: 3 clusters Score -5113564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -5113565.500000 Penalty: 3507.251465
	Iteration 72Q: 3 clusters Score -5113566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -5113567.500000 Penalty: 3507.251465
	Iteration 73Q: 3 clusters Score -5113568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5113560.000000 Penalty: 3507.251465
	Iteration 74Q: 3 clusters Score -5113560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -5113575.500000 Penalty: 3507.251465
	Iteration 75Q: 3 clusters Score -5113576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -5113567.500000 Penalty: 3507.251465
	Iteration 76Q: 3 clusters Score -5113568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -5113577.500000 Penalty: 3507.251465
	Iteration 77Q: 3 clusters Score -5113578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -5113570.500000 Penalty: 3507.251465
	Iteration 78Q: 3 clusters Score -5113570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -5113566.000000 Penalty: 3507.251465
	Iteration 79Q: 3 clusters Score -5113566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -5113573.000000 Penalty: 3507.251465
	Iteration 80F: 3 clusters Score -5113573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5113573.500000 Penalty: 3507.251465
	Iteration 81Q: 3 clusters Score -5113574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5113579.000000 Penalty: 3507.251465
	Iteration 82Q: 3 clusters Score -5113579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5113579.500000 Penalty: 3507.251465
	Iteration 83Q: 3 clusters Score -5113580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5113582.000000 Penalty: 3507.251465
	Iteration 84Q: 3 clusters Score -5113582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -5113581.000000 Penalty: 3507.251465
	Iteration 85Q: 3 clusters Score -5113581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -5113579.500000 Penalty: 3507.251465
	Iteration 86Q: 3 clusters Score -5113580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -5113577.000000 Penalty: 3507.251465
	Iteration 87Q: 3 clusters Score -5113577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -5113573.000000 Penalty: 3507.251465
	Iteration 88Q: 3 clusters Score -5113573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5113570.000000 Penalty: 3507.251465
	Iteration 89Q: 3 clusters Score -5113570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -5113567.500000 Penalty: 3507.251465
	Iteration 90Q: 3 clusters Score -5113568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -5113568.500000 Penalty: 3507.251465
	Iteration 91Q: 3 clusters Score -5113568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5113573.000000 Penalty: 3507.251465
	Iteration 92Q: 3 clusters Score -5113573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5113569.000000 Penalty: 3507.251465
	Iteration 93Q: 3 clusters Score -5113569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -5113568.000000 Penalty: 3507.251465
	Iteration 94Q: 3 clusters Score -5113568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -5113571.000000 Penalty: 3507.251465
	Iteration 95Q: 3 clusters Score -5113571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -5113580.500000 Penalty: 3507.251465
	Iteration 96Q: 3 clusters Score -5113580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -5113584.000000 Penalty: 3507.251465
	Iteration 97Q: 3 clusters Score -5113584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -5113589.000000 Penalty: 3507.251465
	Iteration 98Q: 3 clusters Score -5113589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -5113583.000000 Penalty: 3507.251465
	Iteration 99Q: 3 clusters Score -5113583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -5113581.500000 Penalty: 3507.251465
	Iteration 100F: 3 clusters Score -5113582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -5113583.000000 Penalty: 3507.251465
	Iteration 101Q: 3 clusters Score -5113583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5113587.500000 Penalty: 3507.251465
	Iteration 102Q: 3 clusters Score -5113588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5113589.500000 Penalty: 3507.251465
	Iteration 103Q: 3 clusters Score -5113590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5113589.500000 Penalty: 3507.251465
	Iteration 104F: 3 clusters Score -5113590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -406855.937500 Penalty: 1343.042725
	Iteration 0F: 2 clusters Score -406855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -403530.343750 Penalty: 2686.085449
	Iteration 0F: 3 clusters Score -403530.3 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -404593.281250 Penalty: 2686.085449
	Iteration 1F: 3 clusters Score -404593.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -404881.906250 Penalty: 2686.085449
	Iteration 2F: 3 clusters Score -404881.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -405033.906250 Penalty: 2686.085449
	Iteration 3F: 3 clusters Score -405033.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -405156.281250 Penalty: 2686.085449
	Iteration 4Q: 3 clusters Score -405156.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -405275.031250 Penalty: 2686.085449
	Iteration 5Q: 3 clusters Score -405275 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -405394.562500 Penalty: 2686.085449
	Iteration 6Q: 3 clusters Score -405394.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -405511.375000 Penalty: 2686.085449
	Iteration 7Q: 3 clusters Score -405511.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -405593.843750 Penalty: 2686.085449
	Iteration 8Q: 3 clusters Score -405593.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -405677.968750 Penalty: 2686.085449
	Iteration 9Q: 3 clusters Score -405678 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -405751.218750 Penalty: 2686.085449
	Iteration 10Q: 3 clusters Score -405751.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -405794.531250 Penalty: 2686.085449
	Iteration 11Q: 3 clusters Score -405794.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -405831.812500 Penalty: 2686.085449
	Iteration 12Q: 3 clusters Score -405831.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -405870.843750 Penalty: 2686.085449
	Iteration 13Q: 3 clusters Score -405870.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -405900.343750 Penalty: 2686.085449
	Iteration 14Q: 3 clusters Score -405900.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -405929.093750 Penalty: 2686.085449
	Iteration 15Q: 3 clusters Score -405929.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -405962.500000 Penalty: 2686.085449
	Iteration 16Q: 3 clusters Score -405962.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -405992.437500 Penalty: 2686.085449
	Iteration 17Q: 3 clusters Score -405992.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -406025.718750 Penalty: 2686.085449
	Iteration 18Q: 3 clusters Score -406025.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -406061.250000 Penalty: 2686.085449
	Iteration 19Q: 3 clusters Score -406061.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -406129.250000 Penalty: 2686.085449
	Iteration 20F: 3 clusters Score -406129.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -406282.843750 Penalty: 2686.085449
	Iteration 21Q: 3 clusters Score -406282.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -406440.468750 Penalty: 2686.085449
	Iteration 22Q: 3 clusters Score -406440.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -406540.406250 Penalty: 2686.085449
	Iteration 23Q: 3 clusters Score -406540.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -406638.812500 Penalty: 2686.085449
	Iteration 24Q: 3 clusters Score -406638.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -406817.718750 Penalty: 2686.085449
	Iteration 25Q: 3 clusters Score -406817.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -407064.093750 Penalty: 2686.085449
	Iteration 26Q: 3 clusters Score -407064.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -407339.687500 Penalty: 2686.085449
	Iteration 27Q: 3 clusters Score -407339.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -407560.687500 Penalty: 2686.085449
	Iteration 28Q: 3 clusters Score -407560.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -407681.312500 Penalty: 2686.085449
	Iteration 29Q: 3 clusters Score -407681.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -407731.093750 Penalty: 2686.085449
	Iteration 30Q: 3 clusters Score -407731.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -407741.562500 Penalty: 2686.085449
	Iteration 31Q: 3 clusters Score -407741.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -407750.968750 Penalty: 2686.085449
	Iteration 32Q: 3 clusters Score -407751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -407754.687500 Penalty: 2686.085449
	Iteration 33Q: 3 clusters Score -407754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -407754.562500 Penalty: 2686.085449
	Iteration 34Q: 3 clusters Score -407754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -407755.406250 Penalty: 2686.085449
	Iteration 35Q: 3 clusters Score -407755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -407755.718750 Penalty: 2686.085449
	Iteration 36Q: 3 clusters Score -407755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -407755.937500 Penalty: 2686.085449
	Iteration 37Q: 3 clusters Score -407755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -407758.968750 Penalty: 2686.085449
	Iteration 38F: 3 clusters Score -407759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -407759.718750 Penalty: 2686.085449
	Iteration 39Q: 3 clusters Score -407759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -407760.250000 Penalty: 2686.085449
	Iteration 40F: 3 clusters Score -407760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -407760.375000 Penalty: 2686.085449
	Iteration 41Q: 3 clusters Score -407760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -407760.437500 Penalty: 2686.085449
	Iteration 42Q: 3 clusters Score -407760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -407761.218750 Penalty: 2686.085449
	Iteration 43Q: 3 clusters Score -407761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -407761.218750 Penalty: 2686.085449
	Iteration 44F: 3 clusters Score -407761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 1589 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 8 contains 35424 members 
Mstep: Class 10 contains 66761 members 
Mstep: Class 13 contains 114102 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 16 contains 174328 members 
Mstep: Class 17 contains 46088 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 108552 members 
Mstep: Class 20 contains 3643 members 
Mstep: Class 22 contains 54851 members 
Mstep: Class 23 contains 175493 members 
Entering Unmasked Estep 
Score: -93847256.000000 Penalty: 35598.257812
Splitting cluster 3 changes total score from -93847320.000000 to -93847256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Entering Unmasked Estep 
Score: -4618050.500000 Penalty: 1735.063843
	Iteration 0F: 2 clusters Score -4618050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4588863.000000 Penalty: 3470.127686
	Iteration 0F: 3 clusters Score -4588863 nChanged 20378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4600805.500000 Penalty: 3470.127686
	Iteration 1F: 3 clusters Score -4600806 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -4601718.500000 Penalty: 3470.127686
	Iteration 2F: 3 clusters Score -4601718 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4603014.000000 Penalty: 3470.127686
	Iteration 3F: 3 clusters Score -4603014 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -4604630.000000 Penalty: 3470.127686
	Iteration 4F: 3 clusters Score -4604630 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -4606501.500000 Penalty: 3470.127686
	Iteration 5F: 3 clusters Score -4606502 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -4608522.000000 Penalty: 3470.127686
	Iteration 6F: 3 clusters Score -4608522 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -4610631.000000 Penalty: 3470.127686
	Iteration 7F: 3 clusters Score -4610631 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4612696.500000 Penalty: 3470.127686
	Iteration 8F: 3 clusters Score -4612696 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -4614387.000000 Penalty: 3470.127686
	Iteration 9Q: 3 clusters Score -4614387 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -4615493.000000 Penalty: 3470.127686
	Iteration 10Q: 3 clusters Score -4615493 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -4616149.000000 Penalty: 3470.127686
	Iteration 11Q: 3 clusters Score -4616149 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -4616463.000000 Penalty: 3470.127686
	Iteration 12Q: 3 clusters Score -4616463 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -4616676.000000 Penalty: 3470.127686
	Iteration 13Q: 3 clusters Score -4616676 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -4616791.500000 Penalty: 3470.127686
	Iteration 14Q: 3 clusters Score -4616792 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -4616856.000000 Penalty: 3470.127686
	Iteration 15Q: 3 clusters Score -4616856 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -4616913.000000 Penalty: 3470.127686
	Iteration 16Q: 3 clusters Score -4616913 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -4616960.500000 Penalty: 3470.127686
	Iteration 17Q: 3 clusters Score -4616960 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -4616986.000000 Penalty: 3470.127686
	Iteration 18Q: 3 clusters Score -4616986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -4616994.500000 Penalty: 3470.127686
	Iteration 19Q: 3 clusters Score -4616994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -4617015.500000 Penalty: 3470.127686
	Iteration 20F: 3 clusters Score -4617016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -4617050.000000 Penalty: 3470.127686
	Iteration 21Q: 3 clusters Score -4617050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -4617074.000000 Penalty: 3470.127686
	Iteration 22Q: 3 clusters Score -4617074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -4617084.000000 Penalty: 3470.127686
	Iteration 23Q: 3 clusters Score -4617084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4617087.500000 Penalty: 3470.127686
	Iteration 24Q: 3 clusters Score -4617088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -4617096.000000 Penalty: 3470.127686
	Iteration 25Q: 3 clusters Score -4617096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -4617110.000000 Penalty: 3470.127686
	Iteration 26Q: 3 clusters Score -4617110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -4617112.500000 Penalty: 3470.127686
	Iteration 27Q: 3 clusters Score -4617112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -4617108.000000 Penalty: 3470.127686
	Iteration 28Q: 3 clusters Score -4617108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -4617109.000000 Penalty: 3470.127686
	Iteration 29Q: 3 clusters Score -4617109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -4617114.000000 Penalty: 3470.127686
	Iteration 30Q: 3 clusters Score -4617114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -4617125.000000 Penalty: 3470.127686
	Iteration 31Q: 3 clusters Score -4617125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -4617123.500000 Penalty: 3470.127686
	Iteration 32Q: 3 clusters Score -4617124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -4617129.000000 Penalty: 3470.127686
	Iteration 33Q: 3 clusters Score -4617129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -4617127.500000 Penalty: 3470.127686
	Iteration 34Q: 3 clusters Score -4617128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -4617135.000000 Penalty: 3470.127686
	Iteration 35Q: 3 clusters Score -4617135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -4617132.000000 Penalty: 3470.127686
	Iteration 36Q: 3 clusters Score -4617132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -4617133.500000 Penalty: 3470.127686
	Iteration 37Q: 3 clusters Score -4617134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -4617131.500000 Penalty: 3470.127686
	Iteration 38Q: 3 clusters Score -4617132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -4617137.000000 Penalty: 3470.127686
	Iteration 39Q: 3 clusters Score -4617137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -4617135.500000 Penalty: 3470.127686
	Iteration 40F: 3 clusters Score -4617136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -4617134.500000 Penalty: 3470.127686
	Iteration 41Q: 3 clusters Score -4617134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -4617136.000000 Penalty: 3470.127686
	Iteration 42Q: 3 clusters Score -4617136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -4617134.500000 Penalty: 3470.127686
	Iteration 43Q: 3 clusters Score -4617134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -4617137.500000 Penalty: 3470.127686
	Iteration 44Q: 3 clusters Score -4617138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -4617132.500000 Penalty: 3470.127686
	Iteration 45Q: 3 clusters Score -4617132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -4617134.500000 Penalty: 3470.127686
	Iteration 46Q: 3 clusters Score -4617134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -4617134.000000 Penalty: 3470.127686
	Iteration 47Q: 3 clusters Score -4617134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4617132.500000 Penalty: 3470.127686
	Iteration 48Q: 3 clusters Score -4617132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4617132.500000 Penalty: 3470.127686
	Iteration 49F: 3 clusters Score -4617132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -366415.875000 Penalty: 1312.786865
	Iteration 0F: 2 clusters Score -366415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -363561.000000 Penalty: 2625.573730
	Iteration 0F: 3 clusters Score -363561 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -364238.062500 Penalty: 2625.573730
	Iteration 1F: 3 clusters Score -364238.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364365.281250 Penalty: 2625.573730
	Iteration 2F: 3 clusters Score -364365.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -364437.750000 Penalty: 2625.573730
	Iteration 3Q: 3 clusters Score -364437.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -364494.406250 Penalty: 2625.573730
	Iteration 4Q: 3 clusters Score -364494.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -364530.437500 Penalty: 2625.573730
	Iteration 5Q: 3 clusters Score -364530.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -364551.187500 Penalty: 2625.573730
	Iteration 6Q: 3 clusters Score -364551.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -364566.062500 Penalty: 2625.573730
	Iteration 7Q: 3 clusters Score -364566.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -364578.343750 Penalty: 2625.573730
	Iteration 8Q: 3 clusters Score -364578.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -364585.968750 Penalty: 2625.573730
	Iteration 9Q: 3 clusters Score -364586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -364590.843750 Penalty: 2625.573730
	Iteration 10Q: 3 clusters Score -364590.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -364594.343750 Penalty: 2625.573730
	Iteration 11Q: 3 clusters Score -364594.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364598.750000 Penalty: 2625.573730
	Iteration 12Q: 3 clusters Score -364598.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364602.218750 Penalty: 2625.573730
	Iteration 13Q: 3 clusters Score -364602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -364603.593750 Penalty: 2625.573730
	Iteration 14Q: 3 clusters Score -364603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -364607.062500 Penalty: 2625.573730
	Iteration 15Q: 3 clusters Score -364607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -364609.562500 Penalty: 2625.573730
	Iteration 16Q: 3 clusters Score -364609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -364612.187500 Penalty: 2625.573730
	Iteration 17Q: 3 clusters Score -364612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -364615.656250 Penalty: 2625.573730
	Iteration 18Q: 3 clusters Score -364615.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -364618.031250 Penalty: 2625.573730
	Iteration 19Q: 3 clusters Score -364618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -364619.000000 Penalty: 2625.573730
	Iteration 20F: 3 clusters Score -364619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -364620.718750 Penalty: 2625.573730
	Iteration 21Q: 3 clusters Score -364620.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -364621.531250 Penalty: 2625.573730
	Iteration 22Q: 3 clusters Score -364621.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -364622.593750 Penalty: 2625.573730
	Iteration 23Q: 3 clusters Score -364622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -364622.843750 Penalty: 2625.573730
	Iteration 24Q: 3 clusters Score -364622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -364623.031250 Penalty: 2625.573730
	Iteration 25Q: 3 clusters Score -364623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -364625.343750 Penalty: 2625.573730
	Iteration 26Q: 3 clusters Score -364625.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -364627.218750 Penalty: 2625.573730
	Iteration 27Q: 3 clusters Score -364627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -364627.437500 Penalty: 2625.573730
	Iteration 28Q: 3 clusters Score -364627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -364629.156250 Penalty: 2625.573730
	Iteration 29Q: 3 clusters Score -364629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -364630.250000 Penalty: 2625.573730
	Iteration 30Q: 3 clusters Score -364630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364631.718750 Penalty: 2625.573730
	Iteration 31Q: 3 clusters Score -364631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -364633.343750 Penalty: 2625.573730
	Iteration 32Q: 3 clusters Score -364633.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364636.562500 Penalty: 2625.573730
	Iteration 33Q: 3 clusters Score -364636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364637.625000 Penalty: 2625.573730
	Iteration 34Q: 3 clusters Score -364637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364638.500000 Penalty: 2625.573730
	Iteration 35Q: 3 clusters Score -364638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -364639.781250 Penalty: 2625.573730
	Iteration 36Q: 3 clusters Score -364639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -364640.812500 Penalty: 2625.573730
	Iteration 37Q: 3 clusters Score -364640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364642.312500 Penalty: 2625.573730
	Iteration 38Q: 3 clusters Score -364642.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364643.937500 Penalty: 2625.573730
	Iteration 39Q: 3 clusters Score -364643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -364644.250000 Penalty: 2625.573730
	Iteration 40F: 3 clusters Score -364644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Entering Unmasked Estep 
Score: -3887395.000000 Penalty: 1702.210938
	Iteration 0F: 2 clusters Score -3887395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3863530.000000 Penalty: 3404.421875
	Iteration 0F: 3 clusters Score -3863530 nChanged 16383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3872805.500000 Penalty: 3404.421875
	Iteration 1F: 3 clusters Score -3872806 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3873243.500000 Penalty: 3404.421875
	Iteration 2Q: 3 clusters Score -3873244 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3873787.250000 Penalty: 3404.421875
	Iteration 3Q: 3 clusters Score -3873787 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3874438.500000 Penalty: 3404.421875
	Iteration 4Q: 3 clusters Score -3874438 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3875369.750000 Penalty: 3404.421875
	Iteration 5Q: 3 clusters Score -3875370 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3876692.500000 Penalty: 3404.421875
	Iteration 6F: 3 clusters Score -3876692 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3878488.250000 Penalty: 3404.421875
	Iteration 7F: 3 clusters Score -3878488 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3880380.250000 Penalty: 3404.421875
	Iteration 8F: 3 clusters Score -3880380 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3881987.250000 Penalty: 3404.421875
	Iteration 9F: 3 clusters Score -3881987 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3883174.000000 Penalty: 3404.421875
	Iteration 10Q: 3 clusters Score -3883174 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3884007.750000 Penalty: 3404.421875
	Iteration 11Q: 3 clusters Score -3884008 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3884540.500000 Penalty: 3404.421875
	Iteration 12Q: 3 clusters Score -3884540 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3884919.500000 Penalty: 3404.421875
	Iteration 13Q: 3 clusters Score -3884920 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3885168.250000 Penalty: 3404.421875
	Iteration 14Q: 3 clusters Score -3885168 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3885341.750000 Penalty: 3404.421875
	Iteration 15Q: 3 clusters Score -3885342 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3885483.500000 Penalty: 3404.421875
	Iteration 16Q: 3 clusters Score -3885484 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3885578.000000 Penalty: 3404.421875
	Iteration 17Q: 3 clusters Score -3885578 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3885671.500000 Penalty: 3404.421875
	Iteration 18Q: 3 clusters Score -3885672 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3885739.750000 Penalty: 3404.421875
	Iteration 19Q: 3 clusters Score -3885740 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3885796.750000 Penalty: 3404.421875
	Iteration 20F: 3 clusters Score -3885797 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3885838.250000 Penalty: 3404.421875
	Iteration 21Q: 3 clusters Score -3885838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3885869.750000 Penalty: 3404.421875
	Iteration 22Q: 3 clusters Score -3885870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3885881.750000 Penalty: 3404.421875
	Iteration 23Q: 3 clusters Score -3885882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3885906.000000 Penalty: 3404.421875
	Iteration 24Q: 3 clusters Score -3885906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3885919.750000 Penalty: 3404.421875
	Iteration 25Q: 3 clusters Score -3885920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3885918.750000 Penalty: 3404.421875
	Iteration 26Q: 3 clusters Score -3885919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3885925.750000 Penalty: 3404.421875
	Iteration 27Q: 3 clusters Score -3885926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3885930.750000 Penalty: 3404.421875
	Iteration 28Q: 3 clusters Score -3885931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3885939.500000 Penalty: 3404.421875
	Iteration 29Q: 3 clusters Score -3885940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3885947.000000 Penalty: 3404.421875
	Iteration 30Q: 3 clusters Score -3885947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3885949.750000 Penalty: 3404.421875
	Iteration 31Q: 3 clusters Score -3885950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3885957.750000 Penalty: 3404.421875
	Iteration 32Q: 3 clusters Score -3885958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3885959.750000 Penalty: 3404.421875
	Iteration 33Q: 3 clusters Score -3885960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3885957.000000 Penalty: 3404.421875
	Iteration 34Q: 3 clusters Score -3885957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3885957.000000 Penalty: 3404.421875
	Iteration 35F: 3 clusters Score -3885957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Entering Unmasked Estep 
Score: -7306916.000000 Penalty: 1805.192017
	Iteration 0F: 2 clusters Score -7306916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -7262484.500000 Penalty: 3610.384033
	Iteration 0F: 3 clusters Score -7262484 nChanged 31371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -7280601.500000 Penalty: 3610.384033
	Iteration 1F: 3 clusters Score -7280602 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -7281450.000000 Penalty: 3610.384033
	Iteration 2Q: 3 clusters Score -7281450 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -7282632.000000 Penalty: 3610.384033
	Iteration 3Q: 3 clusters Score -7282632 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -7284298.500000 Penalty: 3610.384033
	Iteration 4Q: 3 clusters Score -7284298 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -7286460.500000 Penalty: 3610.384033
	Iteration 5Q: 3 clusters Score -7286460 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -7289193.000000 Penalty: 3610.384033
	Iteration 6F: 3 clusters Score -7289193 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -7292123.000000 Penalty: 3610.384033
	Iteration 7F: 3 clusters Score -7292123 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -7294827.500000 Penalty: 3610.384033
	Iteration 8F: 3 clusters Score -7294828 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -7296632.000000 Penalty: 3610.384033
	Iteration 9F: 3 clusters Score -7296632 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -7297590.000000 Penalty: 3610.384033
	Iteration 10Q: 3 clusters Score -7297590 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -7297999.000000 Penalty: 3610.384033
	Iteration 11Q: 3 clusters Score -7297999 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -7298221.000000 Penalty: 3610.384033
	Iteration 12Q: 3 clusters Score -7298221 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -7298424.000000 Penalty: 3610.384033
	Iteration 13Q: 3 clusters Score -7298424 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -7298586.000000 Penalty: 3610.384033
	Iteration 14Q: 3 clusters Score -7298586 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -7298788.000000 Penalty: 3610.384033
	Iteration 15Q: 3 clusters Score -7298788 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -7298987.000000 Penalty: 3610.384033
	Iteration 16Q: 3 clusters Score -7298987 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -7299150.000000 Penalty: 3610.384033
	Iteration 17Q: 3 clusters Score -7299150 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -7299287.500000 Penalty: 3610.384033
	Iteration 18Q: 3 clusters Score -7299288 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -7299409.500000 Penalty: 3610.384033
	Iteration 19Q: 3 clusters Score -7299410 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -7299546.000000 Penalty: 3610.384033
	Iteration 20F: 3 clusters Score -7299546 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -7299736.500000 Penalty: 3610.384033
	Iteration 21Q: 3 clusters Score -7299736 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -7299890.000000 Penalty: 3610.384033
	Iteration 22Q: 3 clusters Score -7299890 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -7300031.500000 Penalty: 3610.384033
	Iteration 23Q: 3 clusters Score -7300032 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -7300189.000000 Penalty: 3610.384033
	Iteration 24Q: 3 clusters Score -7300189 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -7300367.000000 Penalty: 3610.384033
	Iteration 25Q: 3 clusters Score -7300367 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -7300501.500000 Penalty: 3610.384033
	Iteration 26Q: 3 clusters Score -7300502 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -7300631.000000 Penalty: 3610.384033
	Iteration 27Q: 3 clusters Score -7300631 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -7300797.500000 Penalty: 3610.384033
	Iteration 28Q: 3 clusters Score -7300798 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -7300946.500000 Penalty: 3610.384033
	Iteration 29Q: 3 clusters Score -7300946 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -7301105.500000 Penalty: 3610.384033
	Iteration 30Q: 3 clusters Score -7301106 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -7301307.000000 Penalty: 3610.384033
	Iteration 31Q: 3 clusters Score -7301307 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -7301499.500000 Penalty: 3610.384033
	Iteration 32Q: 3 clusters Score -7301500 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -7301739.000000 Penalty: 3610.384033
	Iteration 33Q: 3 clusters Score -7301739 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -7302006.000000 Penalty: 3610.384033
	Iteration 34Q: 3 clusters Score -7302006 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -7302342.000000 Penalty: 3610.384033
	Iteration 35Q: 3 clusters Score -7302342 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -7302630.000000 Penalty: 3610.384033
	Iteration 36Q: 3 clusters Score -7302630 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -7302918.500000 Penalty: 3610.384033
	Iteration 37Q: 3 clusters Score -7302918 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -7303269.000000 Penalty: 3610.384033
	Iteration 38Q: 3 clusters Score -7303269 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -7303606.000000 Penalty: 3610.384033
	Iteration 39Q: 3 clusters Score -7303606 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -7303925.000000 Penalty: 3610.384033
	Iteration 40F: 3 clusters Score -7303925 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -7304207.500000 Penalty: 3610.384033
	Iteration 41Q: 3 clusters Score -7304208 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -7304430.000000 Penalty: 3610.384033
	Iteration 42Q: 3 clusters Score -7304430 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -7304648.000000 Penalty: 3610.384033
	Iteration 43Q: 3 clusters Score -7304648 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -7304828.000000 Penalty: 3610.384033
	Iteration 44Q: 3 clusters Score -7304828 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -7304999.000000 Penalty: 3610.384033
	Iteration 45Q: 3 clusters Score -7304999 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -7305112.000000 Penalty: 3610.384033
	Iteration 46Q: 3 clusters Score -7305112 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -7305176.000000 Penalty: 3610.384033
	Iteration 47Q: 3 clusters Score -7305176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -7305222.000000 Penalty: 3610.384033
	Iteration 48Q: 3 clusters Score -7305222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -7305270.000000 Penalty: 3610.384033
	Iteration 49Q: 3 clusters Score -7305270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -7305303.000000 Penalty: 3610.384033
	Iteration 50Q: 3 clusters Score -7305303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -7305322.000000 Penalty: 3610.384033
	Iteration 51Q: 3 clusters Score -7305322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -7305335.500000 Penalty: 3610.384033
	Iteration 52Q: 3 clusters Score -7305336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -7305363.500000 Penalty: 3610.384033
	Iteration 53Q: 3 clusters Score -7305364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -7305373.000000 Penalty: 3610.384033
	Iteration 54Q: 3 clusters Score -7305373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -7305377.000000 Penalty: 3610.384033
	Iteration 55Q: 3 clusters Score -7305377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -7305387.500000 Penalty: 3610.384033
	Iteration 56Q: 3 clusters Score -7305388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -7305395.500000 Penalty: 3610.384033
	Iteration 57Q: 3 clusters Score -7305396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -7305405.500000 Penalty: 3610.384033
	Iteration 58Q: 3 clusters Score -7305406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -7305419.500000 Penalty: 3610.384033
	Iteration 59Q: 3 clusters Score -7305420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -7305416.500000 Penalty: 3610.384033
	Iteration 60F: 3 clusters Score -7305416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -7305425.000000 Penalty: 3610.384033
	Iteration 61Q: 3 clusters Score -7305425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -7305419.500000 Penalty: 3610.384033
	Iteration 62Q: 3 clusters Score -7305420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -7305423.500000 Penalty: 3610.384033
	Iteration 63Q: 3 clusters Score -7305424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -7305427.000000 Penalty: 3610.384033
	Iteration 64Q: 3 clusters Score -7305427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -7305426.500000 Penalty: 3610.384033
	Iteration 65Q: 3 clusters Score -7305426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -7305422.000000 Penalty: 3610.384033
	Iteration 66Q: 3 clusters Score -7305422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -7305426.000000 Penalty: 3610.384033
	Iteration 67Q: 3 clusters Score -7305426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -7305424.000000 Penalty: 3610.384033
	Iteration 68Q: 3 clusters Score -7305424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -7305421.000000 Penalty: 3610.384033
	Iteration 69Q: 3 clusters Score -7305421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -7305424.500000 Penalty: 3610.384033
	Iteration 70Q: 3 clusters Score -7305424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -7305424.500000 Penalty: 3610.384033
	Iteration 71F: 3 clusters Score -7305424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (114102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Entering Unmasked Estep 
Score: -12392311.000000 Penalty: 1892.287720
	Iteration 0F: 2 clusters Score -1.239231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -12316179.000000 Penalty: 3784.575439
	Iteration 0F: 3 clusters Score -1.231618e+07 nChanged 54565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -12347268.000000 Penalty: 3784.575439
	Iteration 1F: 3 clusters Score -1.234727e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -12347630.000000 Penalty: 3784.575439
	Iteration 2Q: 3 clusters Score -1.234763e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -12348088.000000 Penalty: 3784.575439
	Iteration 3Q: 3 clusters Score -1.234809e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -12348559.000000 Penalty: 3784.575439
	Iteration 4Q: 3 clusters Score -1.234856e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -12349220.000000 Penalty: 3784.575439
	Iteration 5Q: 3 clusters Score -1.234922e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -12350438.000000 Penalty: 3784.575439
	Iteration 6Q: 3 clusters Score -1.235044e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -12352407.000000 Penalty: 3784.575439
	Iteration 7Q: 3 clusters Score -1.235241e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -12355410.000000 Penalty: 3784.575439
	Iteration 8Q: 3 clusters Score -1.235541e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -12360150.000000 Penalty: 3784.575439
	Iteration 9F: 3 clusters Score -1.236015e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -12366288.000000 Penalty: 3784.575439
	Iteration 10F: 3 clusters Score -1.236629e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -12371778.000000 Penalty: 3784.575439
	Iteration 11F: 3 clusters Score -1.237178e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -12375069.000000 Penalty: 3784.575439
	Iteration 12F: 3 clusters Score -1.237507e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -12376597.000000 Penalty: 3784.575439
	Iteration 13Q: 3 clusters Score -1.23766e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -12377437.000000 Penalty: 3784.575439
	Iteration 14Q: 3 clusters Score -1.237744e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -12378033.000000 Penalty: 3784.575439
	Iteration 15Q: 3 clusters Score -1.237803e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -12378563.000000 Penalty: 3784.575439
	Iteration 16Q: 3 clusters Score -1.237856e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -12379030.000000 Penalty: 3784.575439
	Iteration 17Q: 3 clusters Score -1.237903e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -12379379.000000 Penalty: 3784.575439
	Iteration 18Q: 3 clusters Score -1.237938e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -12379671.000000 Penalty: 3784.575439
	Iteration 19Q: 3 clusters Score -1.237967e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -12379929.000000 Penalty: 3784.575439
	Iteration 20F: 3 clusters Score -1.237993e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -12380176.000000 Penalty: 3784.575439
	Iteration 21Q: 3 clusters Score -1.238018e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -12380421.000000 Penalty: 3784.575439
	Iteration 22Q: 3 clusters Score -1.238042e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -12380620.000000 Penalty: 3784.575439
	Iteration 23Q: 3 clusters Score -1.238062e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -12380792.000000 Penalty: 3784.575439
	Iteration 24Q: 3 clusters Score -1.238079e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -12380965.000000 Penalty: 3784.575439
	Iteration 25Q: 3 clusters Score -1.238096e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -12381237.000000 Penalty: 3784.575439
	Iteration 26Q: 3 clusters Score -1.238124e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -12381463.000000 Penalty: 3784.575439
	Iteration 27Q: 3 clusters Score -1.238146e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -12381673.000000 Penalty: 3784.575439
	Iteration 28Q: 3 clusters Score -1.238167e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -12381925.000000 Penalty: 3784.575439
	Iteration 29Q: 3 clusters Score -1.238192e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -12382254.000000 Penalty: 3784.575439
	Iteration 30Q: 3 clusters Score -1.238225e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -12382546.000000 Penalty: 3784.575439
	Iteration 31Q: 3 clusters Score -1.238255e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -12382730.000000 Penalty: 3784.575439
	Iteration 32Q: 3 clusters Score -1.238273e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -12382985.000000 Penalty: 3784.575439
	Iteration 33Q: 3 clusters Score -1.238298e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -12383346.000000 Penalty: 3784.575439
	Iteration 34Q: 3 clusters Score -1.238335e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -12383626.000000 Penalty: 3784.575439
	Iteration 35Q: 3 clusters Score -1.238363e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -12383903.000000 Penalty: 3784.575439
	Iteration 36Q: 3 clusters Score -1.23839e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -12384191.000000 Penalty: 3784.575439
	Iteration 37Q: 3 clusters Score -1.238419e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -12384517.000000 Penalty: 3784.575439
	Iteration 38Q: 3 clusters Score -1.238452e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -12384777.000000 Penalty: 3784.575439
	Iteration 39Q: 3 clusters Score -1.238478e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -12385075.000000 Penalty: 3784.575439
	Iteration 40F: 3 clusters Score -1.238508e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 80990 members 
Entering Unmasked Estep 
Score: -12385401.000000 Penalty: 3784.575439
	Iteration 41Q: 3 clusters Score -1.23854e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -12385650.000000 Penalty: 3784.575439
	Iteration 42Q: 3 clusters Score -1.238565e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -12385987.000000 Penalty: 3784.575439
	Iteration 43Q: 3 clusters Score -1.238599e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -12386290.000000 Penalty: 3784.575439
	Iteration 44Q: 3 clusters Score -1.238629e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -12386567.000000 Penalty: 3784.575439
	Iteration 45Q: 3 clusters Score -1.238657e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -12386777.000000 Penalty: 3784.575439
	Iteration 46Q: 3 clusters Score -1.238678e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -12387074.000000 Penalty: 3784.575439
	Iteration 47Q: 3 clusters Score -1.238707e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -12387298.000000 Penalty: 3784.575439
	Iteration 48Q: 3 clusters Score -1.23873e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -12387568.000000 Penalty: 3784.575439
	Iteration 49Q: 3 clusters Score -1.238757e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -12387750.000000 Penalty: 3784.575439
	Iteration 50Q: 3 clusters Score -1.238775e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 91975 members 
Entering Unmasked Estep 
Score: -12387927.000000 Penalty: 3784.575439
	Iteration 51Q: 3 clusters Score -1.238793e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -12388144.000000 Penalty: 3784.575439
	Iteration 52Q: 3 clusters Score -1.238814e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -12388305.000000 Penalty: 3784.575439
	Iteration 53Q: 3 clusters Score -1.23883e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -12388462.000000 Penalty: 3784.575439
	Iteration 54Q: 3 clusters Score -1.238846e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -12388639.000000 Penalty: 3784.575439
	Iteration 55Q: 3 clusters Score -1.238864e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -12388720.000000 Penalty: 3784.575439
	Iteration 56Q: 3 clusters Score -1.238872e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 96184 members 
Entering Unmasked Estep 
Score: -12388863.000000 Penalty: 3784.575439
	Iteration 57Q: 3 clusters Score -1.238886e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -12388891.000000 Penalty: 3784.575439
	Iteration 58Q: 3 clusters Score -1.238889e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -12389009.000000 Penalty: 3784.575439
	Iteration 59Q: 3 clusters Score -1.238901e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -12389022.000000 Penalty: 3784.575439
	Iteration 60F: 3 clusters Score -1.238902e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -12389120.000000 Penalty: 3784.575439
	Iteration 61Q: 3 clusters Score -1.238912e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 98797 members 
Entering Unmasked Estep 
Score: -12389190.000000 Penalty: 3784.575439
	Iteration 62Q: 3 clusters Score -1.238919e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -12389244.000000 Penalty: 3784.575439
	Iteration 63Q: 3 clusters Score -1.238924e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -12389294.000000 Penalty: 3784.575439
	Iteration 64Q: 3 clusters Score -1.238929e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -12389341.000000 Penalty: 3784.575439
	Iteration 65Q: 3 clusters Score -1.238934e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -12389391.000000 Penalty: 3784.575439
	Iteration 66Q: 3 clusters Score -1.238939e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -12389446.000000 Penalty: 3784.575439
	Iteration 67Q: 3 clusters Score -1.238945e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -12389531.000000 Penalty: 3784.575439
	Iteration 68Q: 3 clusters Score -1.238953e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
Score: -12389638.000000 Penalty: 3784.575439
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 102109 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.238974e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.238984e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -12389897.000000 Penalty: 3784.575439
	Iteration 72Q: 3 clusters Score -1.23899e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -12389893.000000 Penalty: 3784.575439
	Iteration 73Q: 3 clusters Score -1.238989e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -12389927.000000 Penalty: 3784.575439
	Iteration 74Q: 3 clusters Score -1.238993e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -12389950.000000 Penalty: 3784.575439
	Iteration 75Q: 3 clusters Score -1.238995e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 103739 members 
Entering Unmasked Estep 
Score: -12389975.000000 Penalty: 3784.575439
	Iteration 76Q: 3 clusters Score -1.238998e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -12390033.000000 Penalty: 3784.575439
	Iteration 77Q: 3 clusters Score -1.239003e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -12390075.000000 Penalty: 3784.575439
	Iteration 78Q: 3 clusters Score -1.239008e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 104358 members 
Entering Unmasked Estep 
Score: -12390114.000000 Penalty: 3784.575439
	Iteration 79Q: 3 clusters Score -1.239011e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -12390160.000000 Penalty: 3784.575439
	Iteration 80F: 3 clusters Score -1.239016e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -12390200.000000 Penalty: 3784.575439
	Iteration 81Q: 3 clusters Score -1.23902e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 104917 members 
Entering Unmasked Estep 
Score: -12390217.000000 Penalty: 3784.575439
	Iteration 82Q: 3 clusters Score -1.239022e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 105089 members 
Entering Unmasked Estep 
Score: -12390232.000000 Penalty: 3784.575439
	Iteration 83Q: 3 clusters Score -1.239023e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 105248 members 
Entering Unmasked Estep 
Score: -12390241.000000 Penalty: 3784.575439
	Iteration 84Q: 3 clusters Score -1.239024e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -12390233.000000 Penalty: 3784.575439
	Iteration 85Q: 3 clusters Score -1.239023e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -12390235.000000 Penalty: 3784.575439
	Iteration 86Q: 3 clusters Score -1.239024e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 105718 members 
Entering Unmasked Estep 
Score: -12390256.000000 Penalty: 3784.575439
	Iteration 87Q: 3 clusters Score -1.239026e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
Score: -12390276.000000 Penalty: 3784.575439
	Iteration 88Q: 3 clusters Score -1.239028e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -12390325.000000 Penalty: 3784.575439
	Iteration 89Q: 3 clusters Score -1.239032e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 106150 members 
Entering Unmasked Estep 
Score: -12390325.000000 Penalty: 3784.575439
	Iteration 90Q: 3 clusters Score -1.239032e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -12390320.000000 Penalty: 3784.575439
	Iteration 91Q: 3 clusters Score -1.239032e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -12390338.000000 Penalty: 3784.575439
	Iteration 92Q: 3 clusters Score -1.239034e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -12390370.000000 Penalty: 3784.575439
	Iteration 93Q: 3 clusters Score -1.239037e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 106697 members 
Entering Unmasked Estep 
Score: -12390415.000000 Penalty: 3784.575439
	Iteration 94Q: 3 clusters Score -1.239042e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 106812 members 
Entering Unmasked Estep 
Score: -12390462.000000 Penalty: 3784.575439
	Iteration 95Q: 3 clusters Score -1.239046e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 106933 members 
Entering Unmasked Estep 
Score: -12390481.000000 Penalty: 3784.575439
	Iteration 96Q: 3 clusters Score -1.239048e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -12390499.000000 Penalty: 3784.575439
	Iteration 97Q: 3 clusters Score -1.23905e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -12390533.000000 Penalty: 3784.575439
	Iteration 98Q: 3 clusters Score -1.239053e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -12390526.000000 Penalty: 3784.575439
	Iteration 99Q: 3 clusters Score -1.239053e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 107390 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.239053e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -12390550.000000 Penalty: 3784.575439
	Iteration 101Q: 3 clusters Score -1.239055e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -12390535.000000 Penalty: 3784.575439
	Iteration 102Q: 3 clusters Score -1.239054e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -12390569.000000 Penalty: 3784.575439
	Iteration 103Q: 3 clusters Score -1.239057e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 107689 members 
Entering Unmasked Estep 
Score: -12390567.000000 Penalty: 3784.575439
	Iteration 104Q: 3 clusters Score -1.239057e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.239053e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -12390541.000000 Penalty: 3784.575439
	Iteration 106Q: 3 clusters Score -1.239054e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -12390520.000000 Penalty: 3784.575439
	Iteration 107Q: 3 clusters Score -1.239052e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -12390521.000000 Penalty: 3784.575439
	Iteration 108Q: 3 clusters Score -1.239052e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 108006 members 
Entering Unmasked Estep 
Score: -12390548.000000 Penalty: 3784.575439
	Iteration 109Q: 3 clusters Score -1.239055e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 108066 members 
Entering Unmasked Estep 
Score: -12390543.000000 Penalty: 3784.575439
	Iteration 110Q: 3 clusters Score -1.239054e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 108129 members 
Entering Unmasked Estep 
Score: -12390535.000000 Penalty: 3784.575439
	Iteration 111Q: 3 clusters Score -1.239054e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 108180 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.239057e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -12390573.000000 Penalty: 3784.575439
	Iteration 113Q: 3 clusters Score -1.239057e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 108274 members 
Entering Unmasked Estep 
Score: -12390572.000000 Penalty: 3784.575439
	Iteration 114Q: 3 clusters Score -1.239057e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 108325 members 
Entering Unmasked Estep 
Score: -12390587.000000 Penalty: 3784.575439
	Iteration 115Q: 3 clusters Score -1.239059e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -12390588.000000 Penalty: 3784.575439
	Iteration 116Q: 3 clusters Score -1.239059e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 108414 members 
Entering Unmasked Estep 
Score: -12390601.000000 Penalty: 3784.575439
	Iteration 117Q: 3 clusters Score -1.23906e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 108462 members 
Entering Unmasked Estep 
Score: -12390621.000000 Penalty: 3784.575439
	Iteration 118Q: 3 clusters Score -1.239062e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -12390593.000000 Penalty: 3784.575439
	Iteration 119Q: 3 clusters Score -1.239059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 108534 members 
Entering Unmasked Estep 
Score: -12390605.000000 Penalty: 3784.575439
	Iteration 120F: 3 clusters Score -1.23906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -12390618.000000 Penalty: 3784.575439
	Iteration 121Q: 3 clusters Score -1.239062e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -12390603.000000 Penalty: 3784.575439
	Iteration 122Q: 3 clusters Score -1.23906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 108630 members 
Entering Unmasked Estep 
Score: -12390611.000000 Penalty: 3784.575439
	Iteration 123Q: 3 clusters Score -1.239061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -12390608.000000 Penalty: 3784.575439
	Iteration 124Q: 3 clusters Score -1.239061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 108704 members 
Entering Unmasked Estep 
Score: -12390590.000000 Penalty: 3784.575439
	Iteration 125Q: 3 clusters Score -1.239059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 108741 members 
Entering Unmasked Estep 
Score: -12390581.000000 Penalty: 3784.575439
	Iteration 126Q: 3 clusters Score -1.239058e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -12390584.000000 Penalty: 3784.575439
	Iteration 127Q: 3 clusters Score -1.239058e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -12390604.000000 Penalty: 3784.575439
	Iteration 128Q: 3 clusters Score -1.23906e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 108873 members 
Entering Unmasked Estep 
Score: -12390624.000000 Penalty: 3784.575439
	Iteration 129Q: 3 clusters Score -1.239062e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -12390621.000000 Penalty: 3784.575439
	Iteration 130Q: 3 clusters Score -1.239062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -12390615.000000 Penalty: 3784.575439
	Iteration 131Q: 3 clusters Score -1.239062e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -12390610.000000 Penalty: 3784.575439
	Iteration 132Q: 3 clusters Score -1.239061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 109002 members 
Entering Unmasked Estep 
Score: -12390598.000000 Penalty: 3784.575439
	Iteration 133Q: 3 clusters Score -1.23906e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -12390619.000000 Penalty: 3784.575439
	Iteration 134Q: 3 clusters Score -1.239062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -12390641.000000 Penalty: 3784.575439
	Iteration 135Q: 3 clusters Score -1.239064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 109092 members 
Entering Unmasked Estep 
Score: -12390639.000000 Penalty: 3784.575439
	Iteration 136Q: 3 clusters Score -1.239064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 109115 members 
Entering Unmasked Estep 
Score: -12390645.000000 Penalty: 3784.575439
	Iteration 137Q: 3 clusters Score -1.239064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -12390646.000000 Penalty: 3784.575439
	Iteration 138Q: 3 clusters Score -1.239065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 109144 members 
Entering Unmasked Estep 
Score: -12390632.000000 Penalty: 3784.575439
	Iteration 139Q: 3 clusters Score -1.239063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 109157 members 
Entering Unmasked Estep 
Score: -12390635.000000 Penalty: 3784.575439
	Iteration 140F: 3 clusters Score -1.239064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 109167 members 
Entering Unmasked Estep 
Score: -12390636.000000 Penalty: 3784.575439
	Iteration 141Q: 3 clusters Score -1.239064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -12390616.000000 Penalty: 3784.575439
	Iteration 142Q: 3 clusters Score -1.239062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -12390629.000000 Penalty: 3784.575439
	Iteration 143Q: 3 clusters Score -1.239063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 109215 members 
Entering Unmasked Estep 
Score: -12390635.000000 Penalty: 3784.575439
	Iteration 144Q: 3 clusters Score -1.239064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 109232 members 
Entering Unmasked Estep 
Score: -12390636.000000 Penalty: 3784.575439
	Iteration 145Q: 3 clusters Score -1.239064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 109250 members 
Entering Unmasked Estep 
Score: -12390644.000000 Penalty: 3784.575439
	Iteration 146Q: 3 clusters Score -1.239064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -12390649.000000 Penalty: 3784.575439
	Iteration 147Q: 3 clusters Score -1.239065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 109280 members 
Entering Unmasked Estep 
Score: -12390649.000000 Penalty: 3784.575439
	Iteration 148Q: 3 clusters Score -1.239065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 109296 members 
Entering Unmasked Estep 
Score: -12390654.000000 Penalty: 3784.575439
	Iteration 149Q: 3 clusters Score -1.239065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 109313 members 
Entering Unmasked Estep 
Score: -12390664.000000 Penalty: 3784.575439
	Iteration 150Q: 3 clusters Score -1.239066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 109333 members 
Entering Unmasked Estep 
Score: -12390659.000000 Penalty: 3784.575439
	Iteration 151Q: 3 clusters Score -1.239066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -12390660.000000 Penalty: 3784.575439
	Iteration 152Q: 3 clusters Score -1.239066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -12390664.000000 Penalty: 3784.575439
	Iteration 153Q: 3 clusters Score -1.239066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -12390655.000000 Penalty: 3784.575439
	Iteration 154Q: 3 clusters Score -1.239066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 109387 members 
Entering Unmasked Estep 
Score: -12390659.000000 Penalty: 3784.575439
	Iteration 155Q: 3 clusters Score -1.239066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -12390656.000000 Penalty: 3784.575439
	Iteration 156Q: 3 clusters Score -1.239066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -12390658.000000 Penalty: 3784.575439
	Iteration 157Q: 3 clusters Score -1.239066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 109413 members 
Entering Unmasked Estep 
Score: -12390664.000000 Penalty: 3784.575439
	Iteration 158Q: 3 clusters Score -1.239066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 109422 members 
Entering Unmasked Estep 
Score: -12390652.000000 Penalty: 3784.575439
	Iteration 159Q: 3 clusters Score -1.239065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 109428 members 
Entering Unmasked Estep 
Score: -12390652.000000 Penalty: 3784.575439
	Iteration 160F: 3 clusters Score -1.239065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -12390645.000000 Penalty: 3784.575439
	Iteration 161Q: 3 clusters Score -1.239064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -12390655.000000 Penalty: 3784.575439
	Iteration 162Q: 3 clusters Score -1.239066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 109444 members 
Entering Unmasked Estep 
Score: -12390655.000000 Penalty: 3784.575439
	Iteration 163Q: 3 clusters Score -1.239066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 109449 members 
Entering Unmasked Estep 
Score: -12390661.000000 Penalty: 3784.575439
	Iteration 164Q: 3 clusters Score -1.239066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -12390668.000000 Penalty: 3784.575439
	Iteration 165Q: 3 clusters Score -1.239067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 109469 members 
Entering Unmasked Estep 
Score: -12390657.000000 Penalty: 3784.575439
	Iteration 166Q: 3 clusters Score -1.239066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 109477 members 
Entering Unmasked Estep 
Score: -12390654.000000 Penalty: 3784.575439
	Iteration 167Q: 3 clusters Score -1.239065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 109483 members 
Entering Unmasked Estep 
Score: -12390652.000000 Penalty: 3784.575439
	Iteration 168Q: 3 clusters Score -1.239065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 109485 members 
Entering Unmasked Estep 
Score: -12390657.000000 Penalty: 3784.575439
	Iteration 169Q: 3 clusters Score -1.239066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 109485 members 
Entering Unmasked Estep 
Score: -12390657.000000 Penalty: 3784.575439
	Iteration 170F: 3 clusters Score -1.239066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -142310.359375 Penalty: 1185.997314
	Iteration 0F: 2 clusters Score -142310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -140617.343750 Penalty: 2371.994629
	Iteration 0F: 3 clusters Score -140617.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -141187.062500 Penalty: 2371.994629
	Iteration 1F: 3 clusters Score -141187.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -141545.437500 Penalty: 2371.994629
	Iteration 2F: 3 clusters Score -141545.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141983.125000 Penalty: 2371.994629
	Iteration 3F: 3 clusters Score -141983.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142498.953125 Penalty: 2371.994629
	Iteration 4F: 3 clusters Score -142499 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -142777.921875 Penalty: 2371.994629
	Iteration 5F: 3 clusters Score -142777.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -142845.328125 Penalty: 2371.994629
	Iteration 6Q: 3 clusters Score -142845.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142873.828125 Penalty: 2371.994629
	Iteration 7Q: 3 clusters Score -142873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -142881.640625 Penalty: 2371.994629
	Iteration 8Q: 3 clusters Score -142881.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142890.062500 Penalty: 2371.994629
	Iteration 9Q: 3 clusters Score -142890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -142891.953125 Penalty: 2371.994629
	Iteration 10Q: 3 clusters Score -142892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -142894.421875 Penalty: 2371.994629
	Iteration 11Q: 3 clusters Score -142894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -142894.984375 Penalty: 2371.994629
	Iteration 12Q: 3 clusters Score -142895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -142895.640625 Penalty: 2371.994629
	Iteration 13Q: 3 clusters Score -142895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -142895.640625 Penalty: 2371.994629
	Iteration 14F: 3 clusters Score -142895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 8 contains 35424 members 
Mstep: Class 10 contains 66761 members 
Mstep: Class 13 contains 114102 members 
Mstep: Class 14 contains 1063 members 
Mstep: Class 16 contains 174328 members 
Mstep: Class 17 contains 46088 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 108552 members 
Mstep: Class 20 contains 3643 members 
Mstep: Class 22 contains 54851 members 
Mstep: Class 23 contains 175493 members 
Entering Unmasked Estep 
Score: -93846616.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93847320.000000 to -93846616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (174328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174328 members 
Entering Unmasked Estep 
Score: -18887554.000000 Penalty: 1961.162842
	Iteration 0F: 2 clusters Score -1.888755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -18771954.000000 Penalty: 3922.325684
	Iteration 0F: 3 clusters Score -1.877195e+07 nChanged 84298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -18822666.000000 Penalty: 3922.325684
	Iteration 1F: 3 clusters Score -1.882267e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -18825350.000000 Penalty: 3922.325684
	Iteration 2Q: 3 clusters Score -1.882535e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -18830732.000000 Penalty: 3922.325684
	Iteration 3F: 3 clusters Score -1.883073e+07 nChanged 14236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 128511 members 
Entering Unmasked Estep 
Score: -18841284.000000 Penalty: 3922.325684
	Iteration 4F: 3 clusters Score -1.884128e+07 nChanged 17475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -18857586.000000 Penalty: 3922.325684
	Iteration 5F: 3 clusters Score -1.885759e+07 nChanged 15988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -18874030.000000 Penalty: 3922.325684
	Iteration 6F: 3 clusters Score -1.887403e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 170786 members 
Entering Unmasked Estep 
Score: -18882690.000000 Penalty: 3922.325684
	Iteration 7F: 3 clusters Score -1.888269e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 173562 members 
Entering Unmasked Estep 
Score: -18885256.000000 Penalty: 3922.325684
	Iteration 8Q: 3 clusters Score -1.888526e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 174071 members 
Entering Unmasked Estep 
Score: -18885718.000000 Penalty: 3922.325684
	Iteration 9Q: 3 clusters Score -1.888572e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174149 members 
Entering Unmasked Estep 
Score: -18885800.000000 Penalty: 3922.325684
	Iteration 10Q: 3 clusters Score -1.88858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 174167 members 
Entering Unmasked Estep 
Score: -18885852.000000 Penalty: 3922.325684
	Iteration 11Q: 3 clusters Score -1.888585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -18885868.000000 Penalty: 3922.325684
	Iteration 12Q: 3 clusters Score -1.888587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174185 members 
Entering Unmasked Estep 
Score: -18885888.000000 Penalty: 3922.325684
	Iteration 13Q: 3 clusters Score -1.888589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174185 members 
Entering Unmasked Estep 
Score: -18885898.000000 Penalty: 3922.325684
	Iteration 14Q: 3 clusters Score -1.88859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174185 members 
Entering Unmasked Estep 
Score: -18885892.000000 Penalty: 3922.325684
	Iteration 15Q: 3 clusters Score -1.888589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174184 members 
Entering Unmasked Estep 
Score: -18885894.000000 Penalty: 3922.325684
	Iteration 16Q: 3 clusters Score -1.888589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -18885890.000000 Penalty: 3922.325684
	Iteration 17Q: 3 clusters Score -1.888589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -18885900.000000 Penalty: 3922.325684
	Iteration 18Q: 3 clusters Score -1.88859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -18885892.000000 Penalty: 3922.325684
	Iteration 19Q: 3 clusters Score -1.888589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174181 members 
Entering Unmasked Estep 
Score: -18885904.000000 Penalty: 3922.325684
	Iteration 20F: 3 clusters Score -1.88859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Entering Unmasked Estep 
Score: -5062005.500000 Penalty: 1744.975098
	Iteration 0F: 2 clusters Score -5062006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -5031024.500000 Penalty: 3489.950195
	Iteration 0F: 3 clusters Score -5031024 nChanged 21616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5043376.500000 Penalty: 3489.950195
	Iteration 1F: 3 clusters Score -5043376 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5043853.000000 Penalty: 3489.950195
	Iteration 2Q: 3 clusters Score -5043853 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -5044401.000000 Penalty: 3489.950195
	Iteration 3Q: 3 clusters Score -5044401 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -5045107.500000 Penalty: 3489.950195
	Iteration 4Q: 3 clusters Score -5045108 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -5046108.500000 Penalty: 3489.950195
	Iteration 5Q: 3 clusters Score -5046108 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5047766.500000 Penalty: 3489.950195
	Iteration 6F: 3 clusters Score -5047766 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5050158.000000 Penalty: 3489.950195
	Iteration 7F: 3 clusters Score -5050158 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -5053029.500000 Penalty: 3489.950195
	Iteration 8F: 3 clusters Score -5053030 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -5055650.500000 Penalty: 3489.950195
	Iteration 9F: 3 clusters Score -5055650 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -5057516.000000 Penalty: 3489.950195
	Iteration 10Q: 3 clusters Score -5057516 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -5058594.500000 Penalty: 3489.950195
	Iteration 11Q: 3 clusters Score -5058594 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5059240.500000 Penalty: 3489.950195
	Iteration 12Q: 3 clusters Score -5059240 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5059596.500000 Penalty: 3489.950195
	Iteration 13Q: 3 clusters Score -5059596 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5059809.500000 Penalty: 3489.950195
	Iteration 14Q: 3 clusters Score -5059810 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5059991.500000 Penalty: 3489.950195
	Iteration 15Q: 3 clusters Score -5059992 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5060148.500000 Penalty: 3489.950195
	Iteration 16Q: 3 clusters Score -5060148 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5060243.000000 Penalty: 3489.950195
	Iteration 17Q: 3 clusters Score -5060243 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5060343.500000 Penalty: 3489.950195
	Iteration 18Q: 3 clusters Score -5060344 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5060413.500000 Penalty: 3489.950195
	Iteration 19Q: 3 clusters Score -5060414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5060458.000000 Penalty: 3489.950195
	Iteration 20F: 3 clusters Score -5060458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5060490.000000 Penalty: 3489.950195
	Iteration 21Q: 3 clusters Score -5060490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5060511.000000 Penalty: 3489.950195
	Iteration 22Q: 3 clusters Score -5060511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5060538.000000 Penalty: 3489.950195
	Iteration 23Q: 3 clusters Score -5060538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5060566.000000 Penalty: 3489.950195
	Iteration 24Q: 3 clusters Score -5060566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5060568.000000 Penalty: 3489.950195
	Iteration 25Q: 3 clusters Score -5060568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5060587.000000 Penalty: 3489.950195
	Iteration 26Q: 3 clusters Score -5060587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5060596.000000 Penalty: 3489.950195
	Iteration 27Q: 3 clusters Score -5060596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5060600.500000 Penalty: 3489.950195
	Iteration 28Q: 3 clusters Score -5060600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5060617.500000 Penalty: 3489.950195
	Iteration 29Q: 3 clusters Score -5060618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5060622.500000 Penalty: 3489.950195
	Iteration 30Q: 3 clusters Score -5060622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5060628.500000 Penalty: 3489.950195
	Iteration 31Q: 3 clusters Score -5060628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5060649.500000 Penalty: 3489.950195
	Iteration 32Q: 3 clusters Score -5060650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5060665.500000 Penalty: 3489.950195
	Iteration 33Q: 3 clusters Score -5060666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5060675.000000 Penalty: 3489.950195
	Iteration 34Q: 3 clusters Score -5060675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5060675.500000 Penalty: 3489.950195
	Iteration 35Q: 3 clusters Score -5060676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5060691.000000 Penalty: 3489.950195
	Iteration 36Q: 3 clusters Score -5060691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5060694.000000 Penalty: 3489.950195
	Iteration 37Q: 3 clusters Score -5060694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5060696.000000 Penalty: 3489.950195
	Iteration 38Q: 3 clusters Score -5060696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5060699.000000 Penalty: 3489.950195
	Iteration 39Q: 3 clusters Score -5060699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5060708.500000 Penalty: 3489.950195
	Iteration 40F: 3 clusters Score -5060708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5060710.000000 Penalty: 3489.950195
	Iteration 41Q: 3 clusters Score -5060710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5060711.500000 Penalty: 3489.950195
	Iteration 42Q: 3 clusters Score -5060712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5060711.000000 Penalty: 3489.950195
	Iteration 43Q: 3 clusters Score -5060711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5060708.000000 Penalty: 3489.950195
	Iteration 44Q: 3 clusters Score -5060708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5060706.500000 Penalty: 3489.950195
	Iteration 45Q: 3 clusters Score -5060706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5060712.500000 Penalty: 3489.950195
	Iteration 46Q: 3 clusters Score -5060712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5060713.500000 Penalty: 3489.950195
	Iteration 47Q: 3 clusters Score -5060714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5060714.500000 Penalty: 3489.950195
	Iteration 48Q: 3 clusters Score -5060714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5060717.500000 Penalty: 3489.950195
	Iteration 49Q: 3 clusters Score -5060718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5060717.500000 Penalty: 3489.950195
	Iteration 50F: 3 clusters Score -5060718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -393252.375000 Penalty: 1333.924194
	Iteration 0F: 2 clusters Score -393252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -390126.312500 Penalty: 2667.848389
	Iteration 0F: 3 clusters Score -390126.3 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -390917.843750 Penalty: 2667.848389
	Iteration 1F: 3 clusters Score -390917.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -391084.406250 Penalty: 2667.848389
	Iteration 2F: 3 clusters Score -391084.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -391186.093750 Penalty: 2667.848389
	Iteration 3F: 3 clusters Score -391186.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -391259.156250 Penalty: 2667.848389
	Iteration 4Q: 3 clusters Score -391259.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -391319.593750 Penalty: 2667.848389
	Iteration 5Q: 3 clusters Score -391319.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -391377.156250 Penalty: 2667.848389
	Iteration 6Q: 3 clusters Score -391377.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -391424.937500 Penalty: 2667.848389
	Iteration 7Q: 3 clusters Score -391424.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -391464.406250 Penalty: 2667.848389
	Iteration 8Q: 3 clusters Score -391464.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -391512.531250 Penalty: 2667.848389
	Iteration 9Q: 3 clusters Score -391512.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -391555.531250 Penalty: 2667.848389
	Iteration 10Q: 3 clusters Score -391555.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -391597.812500 Penalty: 2667.848389
	Iteration 11Q: 3 clusters Score -391597.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -391630.625000 Penalty: 2667.848389
	Iteration 12Q: 3 clusters Score -391630.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -391662.875000 Penalty: 2667.848389
	Iteration 13Q: 3 clusters Score -391662.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -391697.968750 Penalty: 2667.848389
	Iteration 14Q: 3 clusters Score -391698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -391732.468750 Penalty: 2667.848389
	Iteration 15Q: 3 clusters Score -391732.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -391774.625000 Penalty: 2667.848389
	Iteration 16Q: 3 clusters Score -391774.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -391809.812500 Penalty: 2667.848389
	Iteration 17Q: 3 clusters Score -391809.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -391842.250000 Penalty: 2667.848389
	Iteration 18Q: 3 clusters Score -391842.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -391866.000000 Penalty: 2667.848389
	Iteration 19Q: 3 clusters Score -391866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -391885.437500 Penalty: 2667.848389
	Iteration 20F: 3 clusters Score -391885.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -391902.437500 Penalty: 2667.848389
	Iteration 21Q: 3 clusters Score -391902.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -391916.468750 Penalty: 2667.848389
	Iteration 22Q: 3 clusters Score -391916.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -391926.625000 Penalty: 2667.848389
	Iteration 23Q: 3 clusters Score -391926.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -391936.437500 Penalty: 2667.848389
	Iteration 24Q: 3 clusters Score -391936.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -391947.187500 Penalty: 2667.848389
	Iteration 25Q: 3 clusters Score -391947.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -391961.343750 Penalty: 2667.848389
	Iteration 26Q: 3 clusters Score -391961.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -391972.593750 Penalty: 2667.848389
	Iteration 27Q: 3 clusters Score -391972.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -391979.468750 Penalty: 2667.848389
	Iteration 28Q: 3 clusters Score -391979.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -391982.500000 Penalty: 2667.848389
	Iteration 29Q: 3 clusters Score -391982.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -391985.875000 Penalty: 2667.848389
	Iteration 30Q: 3 clusters Score -391985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -391991.093750 Penalty: 2667.848389
	Iteration 31Q: 3 clusters Score -391991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -391994.812500 Penalty: 2667.848389
	Iteration 32Q: 3 clusters Score -391994.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -391997.156250 Penalty: 2667.848389
	Iteration 33Q: 3 clusters Score -391997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -391998.468750 Penalty: 2667.848389
	Iteration 34Q: 3 clusters Score -391998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -391998.937500 Penalty: 2667.848389
	Iteration 35Q: 3 clusters Score -391998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -391999.687500 Penalty: 2667.848389
	Iteration 36Q: 3 clusters Score -391999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -392000.968750 Penalty: 2667.848389
	Iteration 37Q: 3 clusters Score -392001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -392001.281250 Penalty: 2667.848389
	Iteration 38Q: 3 clusters Score -392001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -392001.812500 Penalty: 2667.848389
	Iteration 39Q: 3 clusters Score -392001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -392002.093750 Penalty: 2667.848389
	Iteration 40F: 3 clusters Score -392002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (108552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Entering Unmasked Estep 
Score: -11805062.000000 Penalty: 1884.185059
	Iteration 0F: 2 clusters Score -1.180506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -11732800.000000 Penalty: 3768.370117
	Iteration 0F: 3 clusters Score -1.17328e+07 nChanged 52011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -11762614.000000 Penalty: 3768.370117
	Iteration 1F: 3 clusters Score -1.176261e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -11763197.000000 Penalty: 3768.370117
	Iteration 2Q: 3 clusters Score -1.17632e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -11763868.000000 Penalty: 3768.370117
	Iteration 3Q: 3 clusters Score -1.176387e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -11764972.000000 Penalty: 3768.370117
	Iteration 4Q: 3 clusters Score -1.176497e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -11766405.000000 Penalty: 3768.370117
	Iteration 5Q: 3 clusters Score -1.17664e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -11768524.000000 Penalty: 3768.370117
	Iteration 6Q: 3 clusters Score -1.176852e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -11771775.000000 Penalty: 3768.370117
	Iteration 7F: 3 clusters Score -1.177178e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -11776203.000000 Penalty: 3768.370117
	Iteration 8F: 3 clusters Score -1.17762e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -11781640.000000 Penalty: 3768.370117
	Iteration 9F: 3 clusters Score -1.178164e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -11785915.000000 Penalty: 3768.370117
	Iteration 10F: 3 clusters Score -1.178592e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -11787903.000000 Penalty: 3768.370117
	Iteration 11Q: 3 clusters Score -1.17879e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -11788530.000000 Penalty: 3768.370117
	Iteration 12Q: 3 clusters Score -1.178853e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -11788881.000000 Penalty: 3768.370117
	Iteration 13Q: 3 clusters Score -1.178888e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -11789166.000000 Penalty: 3768.370117
	Iteration 14Q: 3 clusters Score -1.178917e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -11789344.000000 Penalty: 3768.370117
	Iteration 15Q: 3 clusters Score -1.178934e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -11789515.000000 Penalty: 3768.370117
	Iteration 16Q: 3 clusters Score -1.178952e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -11789714.000000 Penalty: 3768.370117
	Iteration 17Q: 3 clusters Score -1.178971e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -11789960.000000 Penalty: 3768.370117
	Iteration 18Q: 3 clusters Score -1.178996e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -11790103.000000 Penalty: 3768.370117
	Iteration 19Q: 3 clusters Score -1.17901e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -11790300.000000 Penalty: 3768.370117
	Iteration 20F: 3 clusters Score -1.17903e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -11790433.000000 Penalty: 3768.370117
	Iteration 21Q: 3 clusters Score -1.179043e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -11790560.000000 Penalty: 3768.370117
	Iteration 22Q: 3 clusters Score -1.179056e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -11790775.000000 Penalty: 3768.370117
	Iteration 23Q: 3 clusters Score -1.179078e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -11790946.000000 Penalty: 3768.370117
	Iteration 24Q: 3 clusters Score -1.179095e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -11791114.000000 Penalty: 3768.370117
	Iteration 25Q: 3 clusters Score -1.179111e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -11791368.000000 Penalty: 3768.370117
	Iteration 26Q: 3 clusters Score -1.179137e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -11791561.000000 Penalty: 3768.370117
	Iteration 27Q: 3 clusters Score -1.179156e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -11791795.000000 Penalty: 3768.370117
	Iteration 28Q: 3 clusters Score -1.17918e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -11792011.000000 Penalty: 3768.370117
	Iteration 29Q: 3 clusters Score -1.179201e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -11792172.000000 Penalty: 3768.370117
	Iteration 30Q: 3 clusters Score -1.179217e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -11792410.000000 Penalty: 3768.370117
	Iteration 31Q: 3 clusters Score -1.179241e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -11792669.000000 Penalty: 3768.370117
	Iteration 32Q: 3 clusters Score -1.179267e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -11792885.000000 Penalty: 3768.370117
	Iteration 33Q: 3 clusters Score -1.179288e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -11793075.000000 Penalty: 3768.370117
	Iteration 34Q: 3 clusters Score -1.179308e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -11793235.000000 Penalty: 3768.370117
	Iteration 35Q: 3 clusters Score -1.179324e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -11793370.000000 Penalty: 3768.370117
	Iteration 36Q: 3 clusters Score -1.179337e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -11793487.000000 Penalty: 3768.370117
	Iteration 37Q: 3 clusters Score -1.179349e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -11793650.000000 Penalty: 3768.370117
	Iteration 38Q: 3 clusters Score -1.179365e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -11793847.000000 Penalty: 3768.370117
	Iteration 39Q: 3 clusters Score -1.179385e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -11793964.000000 Penalty: 3768.370117
	Iteration 40F: 3 clusters Score -1.179396e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -11794070.000000 Penalty: 3768.370117
	Iteration 41Q: 3 clusters Score -1.179407e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -11794177.000000 Penalty: 3768.370117
	Iteration 42Q: 3 clusters Score -1.179418e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -11794297.000000 Penalty: 3768.370117
	Iteration 43Q: 3 clusters Score -1.17943e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -11794428.000000 Penalty: 3768.370117
	Iteration 44Q: 3 clusters Score -1.179443e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -11794557.000000 Penalty: 3768.370117
	Iteration 45Q: 3 clusters Score -1.179456e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -11794714.000000 Penalty: 3768.370117
	Iteration 46Q: 3 clusters Score -1.179471e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -11794876.000000 Penalty: 3768.370117
	Iteration 47Q: 3 clusters Score -1.179488e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -11795131.000000 Penalty: 3768.370117
	Iteration 48Q: 3 clusters Score -1.179513e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -11795236.000000 Penalty: 3768.370117
	Iteration 49Q: 3 clusters Score -1.179524e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -11795378.000000 Penalty: 3768.370117
	Iteration 50Q: 3 clusters Score -1.179538e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -11795582.000000 Penalty: 3768.370117
	Iteration 51Q: 3 clusters Score -1.179558e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -11795837.000000 Penalty: 3768.370117
	Iteration 52Q: 3 clusters Score -1.179584e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -11796072.000000 Penalty: 3768.370117
	Iteration 53Q: 3 clusters Score -1.179607e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -11796296.000000 Penalty: 3768.370117
	Iteration 54Q: 3 clusters Score -1.17963e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -11796529.000000 Penalty: 3768.370117
	Iteration 55Q: 3 clusters Score -1.179653e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -11796810.000000 Penalty: 3768.370117
	Iteration 56Q: 3 clusters Score -1.179681e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -11797069.000000 Penalty: 3768.370117
	Iteration 57Q: 3 clusters Score -1.179707e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -11797358.000000 Penalty: 3768.370117
	Iteration 58Q: 3 clusters Score -1.179736e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -11797656.000000 Penalty: 3768.370117
	Iteration 59Q: 3 clusters Score -1.179766e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -11797868.000000 Penalty: 3768.370117
	Iteration 60F: 3 clusters Score -1.179787e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -11798147.000000 Penalty: 3768.370117
	Iteration 61Q: 3 clusters Score -1.179815e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -11798441.000000 Penalty: 3768.370117
	Iteration 62Q: 3 clusters Score -1.179844e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -11798735.000000 Penalty: 3768.370117
	Iteration 63Q: 3 clusters Score -1.179874e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -11799005.000000 Penalty: 3768.370117
	Iteration 64Q: 3 clusters Score -1.1799e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -11799181.000000 Penalty: 3768.370117
	Iteration 65Q: 3 clusters Score -1.179918e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -11799444.000000 Penalty: 3768.370117
	Iteration 66Q: 3 clusters Score -1.179944e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -11799694.000000 Penalty: 3768.370117
	Iteration 67Q: 3 clusters Score -1.179969e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94106 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -11799938.000000 Penalty: 3768.370117
	Iteration 68Q: 3 clusters Score -1.179994e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -11800202.000000 Penalty: 3768.370117
	Iteration 69Q: 3 clusters Score -1.18002e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -11800423.000000 Penalty: 3768.370117
	Iteration 70Q: 3 clusters Score -1.180042e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -11800630.000000 Penalty: 3768.370117
	Iteration 71Q: 3 clusters Score -1.180063e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -11800887.000000 Penalty: 3768.370117
	Iteration 72Q: 3 clusters Score -1.180089e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97859 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -11801067.000000 Penalty: 3768.370117
	Iteration 73Q: 3 clusters Score -1.180107e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98513 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -11801293.000000 Penalty: 3768.370117
	Iteration 74Q: 3 clusters Score -1.180129e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -11801471.000000 Penalty: 3768.370117
	Iteration 75Q: 3 clusters Score -1.180147e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99743 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -11801672.000000 Penalty: 3768.370117
	Iteration 76Q: 3 clusters Score -1.180167e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -11801823.000000 Penalty: 3768.370117
	Iteration 77Q: 3 clusters Score -1.180182e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -11802032.000000 Penalty: 3768.370117
	Iteration 78Q: 3 clusters Score -1.180203e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -11802150.000000 Penalty: 3768.370117
	Iteration 79Q: 3 clusters Score -1.180215e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101830 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -11802332.000000 Penalty: 3768.370117
	Iteration 80F: 3 clusters Score -1.180233e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -11802506.000000 Penalty: 3768.370117
	Iteration 81Q: 3 clusters Score -1.180251e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -11802607.000000 Penalty: 3768.370117
	Iteration 82Q: 3 clusters Score -1.180261e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103076 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -11802780.000000 Penalty: 3768.370117
	Iteration 83Q: 3 clusters Score -1.180278e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -11802923.000000 Penalty: 3768.370117
	Iteration 84Q: 3 clusters Score -1.180292e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -11803058.000000 Penalty: 3768.370117
	Iteration 85Q: 3 clusters Score -1.180306e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104025 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -11803154.000000 Penalty: 3768.370117
	Iteration 86Q: 3 clusters Score -1.180315e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -11803224.000000 Penalty: 3768.370117
	Iteration 87Q: 3 clusters Score -1.180322e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -11803283.000000 Penalty: 3768.370117
	Iteration 88Q: 3 clusters Score -1.180328e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -11803354.000000 Penalty: 3768.370117
	Iteration 89Q: 3 clusters Score -1.180335e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -11803414.000000 Penalty: 3768.370117
	Iteration 90Q: 3 clusters Score -1.180341e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105135 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -11803492.000000 Penalty: 3768.370117
	Iteration 91Q: 3 clusters Score -1.180349e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -11803553.000000 Penalty: 3768.370117
	Iteration 92Q: 3 clusters Score -1.180355e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -11803595.000000 Penalty: 3768.370117
	Iteration 93Q: 3 clusters Score -1.18036e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -11803626.000000 Penalty: 3768.370117
	Iteration 94Q: 3 clusters Score -1.180363e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -11803678.000000 Penalty: 3768.370117
	Iteration 95Q: 3 clusters Score -1.180368e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -11803704.000000 Penalty: 3768.370117
	Iteration 96Q: 3 clusters Score -1.18037e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -11803745.000000 Penalty: 3768.370117
	Iteration 97Q: 3 clusters Score -1.180374e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -11803793.000000 Penalty: 3768.370117
	Iteration 98Q: 3 clusters Score -1.180379e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106210 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11803808.000000 Penalty: 3768.370117
	Iteration 99Q: 3 clusters Score -1.180381e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11803834.000000 Penalty: 3768.370117
	Iteration 100F: 3 clusters Score -1.180383e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -11803845.000000 Penalty: 3768.370117
	Iteration 101Q: 3 clusters Score -1.180384e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106433 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -11803854.000000 Penalty: 3768.370117
	Iteration 102Q: 3 clusters Score -1.180385e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11803896.000000 Penalty: 3768.370117
	Iteration 103Q: 3 clusters Score -1.18039e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -11803936.000000 Penalty: 3768.370117
	Iteration 104Q: 3 clusters Score -1.180394e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -11803952.000000 Penalty: 3768.370117
	Iteration 105Q: 3 clusters Score -1.180395e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -11803964.000000 Penalty: 3768.370117
	Iteration 106Q: 3 clusters Score -1.180396e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11803979.000000 Penalty: 3768.370117
	Iteration 107Q: 3 clusters Score -1.180398e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -11803992.000000 Penalty: 3768.370117
	Iteration 108Q: 3 clusters Score -1.180399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106711 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11803976.000000 Penalty: 3768.370117
	Iteration 109Q: 3 clusters Score -1.180398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106724 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -11803969.000000 Penalty: 3768.370117
	Iteration 110Q: 3 clusters Score -1.180397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11803970.000000 Penalty: 3768.370117
	Iteration 111Q: 3 clusters Score -1.180397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11803964.000000 Penalty: 3768.370117
	Iteration 112Q: 3 clusters Score -1.180396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11803981.000000 Penalty: 3768.370117
	Iteration 113Q: 3 clusters Score -1.180398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11803985.000000 Penalty: 3768.370117
	Iteration 114Q: 3 clusters Score -1.180398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11803979.000000 Penalty: 3768.370117
	Iteration 115Q: 3 clusters Score -1.180398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -11803979.000000 Penalty: 3768.370117
	Iteration 116Q: 3 clusters Score -1.180398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -11803983.000000 Penalty: 3768.370117
	Iteration 117Q: 3 clusters Score -1.180398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11803986.000000 Penalty: 3768.370117
	Iteration 118Q: 3 clusters Score -1.180399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -11803986.000000 Penalty: 3768.370117
	Iteration 119Q: 3 clusters Score -1.180399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -11803980.000000 Penalty: 3768.370117
	Iteration 120F: 3 clusters Score -1.180398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11803999.000000 Penalty: 3768.370117
	Iteration 121Q: 3 clusters Score -1.1804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11803997.000000 Penalty: 3768.370117
	Iteration 122Q: 3 clusters Score -1.1804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11803998.000000 Penalty: 3768.370117
	Iteration 123Q: 3 clusters Score -1.1804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106932 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11804000.000000 Penalty: 3768.370117
	Iteration 124Q: 3 clusters Score -1.1804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11803992.000000 Penalty: 3768.370117
	Iteration 125Q: 3 clusters Score -1.180399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -11804009.000000 Penalty: 3768.370117
	Iteration 126Q: 3 clusters Score -1.180401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11804003.000000 Penalty: 3768.370117
	Iteration 127Q: 3 clusters Score -1.1804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106988 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11804012.000000 Penalty: 3768.370117
	Iteration 128Q: 3 clusters Score -1.180401e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11804008.000000 Penalty: 3768.370117
	Iteration 129Q: 3 clusters Score -1.180401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11804007.000000 Penalty: 3768.370117
	Iteration 130Q: 3 clusters Score -1.180401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11804010.000000 Penalty: 3768.370117
	Iteration 131Q: 3 clusters Score -1.180401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11804004.000000 Penalty: 3768.370117
	Iteration 132Q: 3 clusters Score -1.1804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107032 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11804005.000000 Penalty: 3768.370117
	Iteration 133Q: 3 clusters Score -1.1804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107037 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11804007.000000 Penalty: 3768.370117
	Iteration 134Q: 3 clusters Score -1.180401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11804009.000000 Penalty: 3768.370117
	Iteration 135Q: 3 clusters Score -1.180401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11804021.000000 Penalty: 3768.370117
	Iteration 136Q: 3 clusters Score -1.180402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11804024.000000 Penalty: 3768.370117
	Iteration 137Q: 3 clusters Score -1.180402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11804044.000000 Penalty: 3768.370117
	Iteration 138Q: 3 clusters Score -1.180404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11804033.000000 Penalty: 3768.370117
	Iteration 139Q: 3 clusters Score -1.180403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11804039.000000 Penalty: 3768.370117
	Iteration 140F: 3 clusters Score -1.180404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107101 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11804044.000000 Penalty: 3768.370117
	Iteration 141Q: 3 clusters Score -1.180404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11804054.000000 Penalty: 3768.370117
	Iteration 142Q: 3 clusters Score -1.180405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11804056.000000 Penalty: 3768.370117
	Iteration 143Q: 3 clusters Score -1.180406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11804071.000000 Penalty: 3768.370117
	Iteration 144Q: 3 clusters Score -1.180407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11804074.000000 Penalty: 3768.370117
	Iteration 145Q: 3 clusters Score -1.180407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11804078.000000 Penalty: 3768.370117
	Iteration 146Q: 3 clusters Score -1.180408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11804079.000000 Penalty: 3768.370117
	Iteration 147Q: 3 clusters Score -1.180408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11804081.000000 Penalty: 3768.370117
	Iteration 148Q: 3 clusters Score -1.180408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -11804095.000000 Penalty: 3768.370117
	Iteration 149Q: 3 clusters Score -1.18041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107159 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -11804100.000000 Penalty: 3768.370117
	Iteration 150Q: 3 clusters Score -1.18041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11804103.000000 Penalty: 3768.370117
	Iteration 151Q: 3 clusters Score -1.18041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -11804106.000000 Penalty: 3768.370117
	Iteration 152Q: 3 clusters Score -1.180411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11804115.000000 Penalty: 3768.370117
	Iteration 153Q: 3 clusters Score -1.180412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11804116.000000 Penalty: 3768.370117
	Iteration 154Q: 3 clusters Score -1.180412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11804125.000000 Penalty: 3768.370117
	Iteration 155Q: 3 clusters Score -1.180412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11804129.000000 Penalty: 3768.370117
	Iteration 156Q: 3 clusters Score -1.180413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107180 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11804128.000000 Penalty: 3768.370117
	Iteration 157Q: 3 clusters Score -1.180413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107184 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11804139.000000 Penalty: 3768.370117
	Iteration 158Q: 3 clusters Score -1.180414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11804129.000000 Penalty: 3768.370117
	Iteration 159Q: 3 clusters Score -1.180413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107193 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11804140.000000 Penalty: 3768.370117
	Iteration 160F: 3 clusters Score -1.180414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11804144.000000 Penalty: 3768.370117
	Iteration 161Q: 3 clusters Score -1.180414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11804140.000000 Penalty: 3768.370117
	Iteration 162Q: 3 clusters Score -1.180414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107200 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11804134.000000 Penalty: 3768.370117
	Iteration 163Q: 3 clusters Score -1.180413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107200 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11804134.000000 Penalty: 3768.370117
	Iteration 164F: 3 clusters Score -1.180413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -370485.000000 Penalty: 1332.591431
	Iteration 0F: 2 clusters Score -370485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -367382.500000 Penalty: 2665.182861
	Iteration 0F: 3 clusters Score -367382.5 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -368157.000000 Penalty: 2665.182861
	Iteration 1F: 3 clusters Score -368157 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -368286.718750 Penalty: 2665.182861
	Iteration 2F: 3 clusters Score -368286.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -368367.125000 Penalty: 2665.182861
	Iteration 3Q: 3 clusters Score -368367.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -368428.312500 Penalty: 2665.182861
	Iteration 4Q: 3 clusters Score -368428.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -368489.281250 Penalty: 2665.182861
	Iteration 5Q: 3 clusters Score -368489.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -368590.250000 Penalty: 2665.182861
	Iteration 6Q: 3 clusters Score -368590.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -368736.156250 Penalty: 2665.182861
	Iteration 7Q: 3 clusters Score -368736.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -368949.843750 Penalty: 2665.182861
	Iteration 8F: 3 clusters Score -368949.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -369242.531250 Penalty: 2665.182861
	Iteration 9F: 3 clusters Score -369242.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -369540.406250 Penalty: 2665.182861
	Iteration 10F: 3 clusters Score -369540.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -369762.468750 Penalty: 2665.182861
	Iteration 11F: 3 clusters Score -369762.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -369900.187500 Penalty: 2665.182861
	Iteration 12Q: 3 clusters Score -369900.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -369988.468750 Penalty: 2665.182861
	Iteration 13Q: 3 clusters Score -369988.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -370037.562500 Penalty: 2665.182861
	Iteration 14Q: 3 clusters Score -370037.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -370068.343750 Penalty: 2665.182861
	Iteration 15Q: 3 clusters Score -370068.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -370092.125000 Penalty: 2665.182861
	Iteration 16Q: 3 clusters Score -370092.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -370106.843750 Penalty: 2665.182861
	Iteration 17Q: 3 clusters Score -370106.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -370115.812500 Penalty: 2665.182861
	Iteration 18Q: 3 clusters Score -370115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -370119.593750 Penalty: 2665.182861
	Iteration 19Q: 3 clusters Score -370119.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -370126.125000 Penalty: 2665.182861
	Iteration 20F: 3 clusters Score -370126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -370139.406250 Penalty: 2665.182861
	Iteration 21Q: 3 clusters Score -370139.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -370144.500000 Penalty: 2665.182861
	Iteration 22Q: 3 clusters Score -370144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -370148.031250 Penalty: 2665.182861
	Iteration 23Q: 3 clusters Score -370148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -370151.625000 Penalty: 2665.182861
	Iteration 24Q: 3 clusters Score -370151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -370153.593750 Penalty: 2665.182861
	Iteration 25Q: 3 clusters Score -370153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -370155.750000 Penalty: 2665.182861
	Iteration 26Q: 3 clusters Score -370155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -370155.843750 Penalty: 2665.182861
	Iteration 27Q: 3 clusters Score -370155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -370155.843750 Penalty: 2665.182861
	Iteration 28F: 3 clusters Score -370155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Entering Unmasked Estep 
Score: -6020452.000000 Penalty: 1773.260986
	Iteration 0F: 2 clusters Score -6020452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5984000.500000 Penalty: 3546.521973
	Iteration 0F: 3 clusters Score -5984000 nChanged 25616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -5998611.500000 Penalty: 3546.521973
	Iteration 1F: 3 clusters Score -5998612 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -5999152.000000 Penalty: 3546.521973
	Iteration 2Q: 3 clusters Score -5999152 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5999782.500000 Penalty: 3546.521973
	Iteration 3Q: 3 clusters Score -5999782 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -6000597.000000 Penalty: 3546.521973
	Iteration 4Q: 3 clusters Score -6000597 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -6001707.000000 Penalty: 3546.521973
	Iteration 5Q: 3 clusters Score -6001707 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -6003431.500000 Penalty: 3546.521973
	Iteration 6F: 3 clusters Score -6003432 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -6006134.000000 Penalty: 3546.521973
	Iteration 7F: 3 clusters Score -6006134 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -6009922.500000 Penalty: 3546.521973
	Iteration 8F: 3 clusters Score -6009922 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -6013198.500000 Penalty: 3546.521973
	Iteration 9F: 3 clusters Score -6013198 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -6014605.500000 Penalty: 3546.521973
	Iteration 10Q: 3 clusters Score -6014606 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -6015158.000000 Penalty: 3546.521973
	Iteration 11Q: 3 clusters Score -6015158 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -6015504.000000 Penalty: 3546.521973
	Iteration 12Q: 3 clusters Score -6015504 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -6015809.000000 Penalty: 3546.521973
	Iteration 13Q: 3 clusters Score -6015809 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -6016018.000000 Penalty: 3546.521973
	Iteration 14Q: 3 clusters Score -6016018 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -6016224.500000 Penalty: 3546.521973
	Iteration 15Q: 3 clusters Score -6016224 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -6016413.500000 Penalty: 3546.521973
	Iteration 16Q: 3 clusters Score -6016414 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -6016607.500000 Penalty: 3546.521973
	Iteration 17Q: 3 clusters Score -6016608 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -6016800.500000 Penalty: 3546.521973
	Iteration 18Q: 3 clusters Score -6016800 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -6016961.500000 Penalty: 3546.521973
	Iteration 19Q: 3 clusters Score -6016962 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -6017184.000000 Penalty: 3546.521973
	Iteration 20F: 3 clusters Score -6017184 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -6017363.500000 Penalty: 3546.521973
	Iteration 21Q: 3 clusters Score -6017364 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -6017529.000000 Penalty: 3546.521973
	Iteration 22Q: 3 clusters Score -6017529 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -6017674.500000 Penalty: 3546.521973
	Iteration 23Q: 3 clusters Score -6017674 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -6017785.000000 Penalty: 3546.521973
	Iteration 24Q: 3 clusters Score -6017785 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -6017859.000000 Penalty: 3546.521973
	Iteration 25Q: 3 clusters Score -6017859 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -6017959.500000 Penalty: 3546.521973
	Iteration 26Q: 3 clusters Score -6017960 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -6018057.000000 Penalty: 3546.521973
	Iteration 27Q: 3 clusters Score -6018057 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6018135.500000 Penalty: 3546.521973
	Iteration 28Q: 3 clusters Score -6018136 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -6018211.500000 Penalty: 3546.521973
	Iteration 29Q: 3 clusters Score -6018212 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -6018301.000000 Penalty: 3546.521973
	Iteration 30Q: 3 clusters Score -6018301 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6018393.000000 Penalty: 3546.521973
	Iteration 31Q: 3 clusters Score -6018393 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -6018442.500000 Penalty: 3546.521973
	Iteration 32Q: 3 clusters Score -6018442 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -6018486.500000 Penalty: 3546.521973
	Iteration 33Q: 3 clusters Score -6018486 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6018523.500000 Penalty: 3546.521973
	Iteration 34Q: 3 clusters Score -6018524 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -6018574.500000 Penalty: 3546.521973
	Iteration 35Q: 3 clusters Score -6018574 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6018601.500000 Penalty: 3546.521973
	Iteration 36Q: 3 clusters Score -6018602 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6018629.500000 Penalty: 3546.521973
	Iteration 37Q: 3 clusters Score -6018630 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -6018659.000000 Penalty: 3546.521973
	Iteration 38Q: 3 clusters Score -6018659 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -6018686.000000 Penalty: 3546.521973
	Iteration 39Q: 3 clusters Score -6018686 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -6018721.000000 Penalty: 3546.521973
	Iteration 40F: 3 clusters Score -6018721 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -6018774.500000 Penalty: 3546.521973
	Iteration 41Q: 3 clusters Score -6018774 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -6018798.000000 Penalty: 3546.521973
	Iteration 42Q: 3 clusters Score -6018798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -6018837.000000 Penalty: 3546.521973
	Iteration 43Q: 3 clusters Score -6018837 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -6018879.500000 Penalty: 3546.521973
	Iteration 44Q: 3 clusters Score -6018880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -6018903.000000 Penalty: 3546.521973
	Iteration 45Q: 3 clusters Score -6018903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -6018928.500000 Penalty: 3546.521973
	Iteration 46Q: 3 clusters Score -6018928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -6018943.500000 Penalty: 3546.521973
	Iteration 47Q: 3 clusters Score -6018944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -6018963.500000 Penalty: 3546.521973
	Iteration 48Q: 3 clusters Score -6018964 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -6018989.500000 Penalty: 3546.521973
	Iteration 49Q: 3 clusters Score -6018990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -6019013.500000 Penalty: 3546.521973
	Iteration 50Q: 3 clusters Score -6019014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -6019037.000000 Penalty: 3546.521973
	Iteration 51Q: 3 clusters Score -6019037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -6019042.500000 Penalty: 3546.521973
	Iteration 52Q: 3 clusters Score -6019042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -6019052.500000 Penalty: 3546.521973
	Iteration 53Q: 3 clusters Score -6019052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -6019084.500000 Penalty: 3546.521973
	Iteration 54Q: 3 clusters Score -6019084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -6019091.000000 Penalty: 3546.521973
	Iteration 55Q: 3 clusters Score -6019091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -6019107.500000 Penalty: 3546.521973
	Iteration 56Q: 3 clusters Score -6019108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -6019119.000000 Penalty: 3546.521973
	Iteration 57Q: 3 clusters Score -6019119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -6019116.000000 Penalty: 3546.521973
	Iteration 58Q: 3 clusters Score -6019116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -6019120.000000 Penalty: 3546.521973
	Iteration 59Q: 3 clusters Score -6019120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -6019133.000000 Penalty: 3546.521973
	Iteration 60F: 3 clusters Score -6019133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -6019139.500000 Penalty: 3546.521973
	Iteration 61Q: 3 clusters Score -6019140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -6019144.500000 Penalty: 3546.521973
	Iteration 62Q: 3 clusters Score -6019144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -6019157.500000 Penalty: 3546.521973
	Iteration 63Q: 3 clusters Score -6019158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -6019164.000000 Penalty: 3546.521973
	Iteration 64Q: 3 clusters Score -6019164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -6019163.500000 Penalty: 3546.521973
	Iteration 65Q: 3 clusters Score -6019164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -6019181.000000 Penalty: 3546.521973
	Iteration 66Q: 3 clusters Score -6019181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -6019196.500000 Penalty: 3546.521973
	Iteration 67Q: 3 clusters Score -6019196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -6019195.500000 Penalty: 3546.521973
	Iteration 68Q: 3 clusters Score -6019196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -6019201.500000 Penalty: 3546.521973
	Iteration 69Q: 3 clusters Score -6019202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -6019199.500000 Penalty: 3546.521973
	Iteration 70Q: 3 clusters Score -6019200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -6019225.500000 Penalty: 3546.521973
	Iteration 71Q: 3 clusters Score -6019226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -6019225.500000 Penalty: 3546.521973
	Iteration 72Q: 3 clusters Score -6019226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -6019227.000000 Penalty: 3546.521973
	Iteration 73Q: 3 clusters Score -6019227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -6019228.500000 Penalty: 3546.521973
	Iteration 74Q: 3 clusters Score -6019228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -6019232.500000 Penalty: 3546.521973
	Iteration 75Q: 3 clusters Score -6019232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -6019238.000000 Penalty: 3546.521973
	Iteration 76Q: 3 clusters Score -6019238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -6019236.000000 Penalty: 3546.521973
	Iteration 77Q: 3 clusters Score -6019236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -6019239.000000 Penalty: 3546.521973
	Iteration 78Q: 3 clusters Score -6019239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -6019237.500000 Penalty: 3546.521973
	Iteration 79Q: 3 clusters Score -6019238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -6019237.500000 Penalty: 3546.521973
	Iteration 80F: 3 clusters Score -6019238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -6019236.500000 Penalty: 3546.521973
	Iteration 81Q: 3 clusters Score -6019236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -6019236.500000 Penalty: 3546.521973
	Iteration 82F: 3 clusters Score -6019236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175493 members 
Entering Unmasked Estep 
Score: -19037178.000000 Penalty: 1962.245117
	Iteration 0F: 2 clusters Score -1.903718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -18921878.000000 Penalty: 3924.490234
	Iteration 0F: 3 clusters Score -1.892188e+07 nChanged 84943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -18972764.000000 Penalty: 3924.490234
	Iteration 1F: 3 clusters Score -1.897276e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -18974208.000000 Penalty: 3924.490234
	Iteration 2Q: 3 clusters Score -1.897421e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99567 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -18976348.000000 Penalty: 3924.490234
	Iteration 3Q: 3 clusters Score -1.897635e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -18979880.000000 Penalty: 3924.490234
	Iteration 4Q: 3 clusters Score -1.897988e+07 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -18986206.000000 Penalty: 3924.490234
	Iteration 5F: 3 clusters Score -1.898621e+07 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128456 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -18996048.000000 Penalty: 3924.490234
	Iteration 6F: 3 clusters Score -1.899605e+07 nChanged 14198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142486 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -19008806.000000 Penalty: 3924.490234
	Iteration 7F: 3 clusters Score -1.900881e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154941 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -19020220.000000 Penalty: 3924.490234
	Iteration 8F: 3 clusters Score -1.902022e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -19027648.000000 Penalty: 3924.490234
	Iteration 9Q: 3 clusters Score -1.902765e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168680 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -19031732.000000 Penalty: 3924.490234
	Iteration 10Q: 3 clusters Score -1.903173e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171471 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -19033522.000000 Penalty: 3924.490234
	Iteration 11Q: 3 clusters Score -1.903352e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172976 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -19034556.000000 Penalty: 3924.490234
	Iteration 12Q: 3 clusters Score -1.903456e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173802 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19034948.000000 Penalty: 3924.490234
	Iteration 13Q: 3 clusters Score -1.903495e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174261 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19035222.000000 Penalty: 3924.490234
	Iteration 14Q: 3 clusters Score -1.903522e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174505 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -19035346.000000 Penalty: 3924.490234
	Iteration 15Q: 3 clusters Score -1.903535e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19035448.000000 Penalty: 3924.490234
	Iteration 16Q: 3 clusters Score -1.903545e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174731 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19035460.000000 Penalty: 3924.490234
	Iteration 17Q: 3 clusters Score -1.903546e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174793 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -19035484.000000 Penalty: 3924.490234
	Iteration 18Q: 3 clusters Score -1.903548e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174822 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -19035526.000000 Penalty: 3924.490234
	Iteration 19Q: 3 clusters Score -1.903553e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174848 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -19035548.000000 Penalty: 3924.490234
	Iteration 20F: 3 clusters Score -1.903555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174868 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -19035556.000000 Penalty: 3924.490234
	Iteration 21Q: 3 clusters Score -1.903556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174895 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -19035574.000000 Penalty: 3924.490234
	Iteration 22Q: 3 clusters Score -1.903557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -19035582.000000 Penalty: 3924.490234
	Iteration 23Q: 3 clusters Score -1.903558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174930 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -19035614.000000 Penalty: 3924.490234
	Iteration 24Q: 3 clusters Score -1.903561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174942 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -19035608.000000 Penalty: 3924.490234
	Iteration 25Q: 3 clusters Score -1.903561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174947 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -19035608.000000 Penalty: 3924.490234
	Iteration 26Q: 3 clusters Score -1.903561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174955 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -19035600.000000 Penalty: 3924.490234
	Iteration 27Q: 3 clusters Score -1.90356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19035604.000000 Penalty: 3924.490234
	Iteration 28Q: 3 clusters Score -1.90356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174961 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -19035600.000000 Penalty: 3924.490234
	Iteration 29Q: 3 clusters Score -1.90356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174961 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -19035600.000000 Penalty: 3924.490234
	Iteration 30F: 3 clusters Score -1.90356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 8 contains 35424 members 
Mstep: Class 10 contains 66761 members 
Mstep: Class 13 contains 114102 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 16 contains 174328 members 
Mstep: Class 17 contains 46088 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 108552 members 
Mstep: Class 20 contains 3643 members 
Mstep: Class 22 contains 54851 members 
Mstep: Class 23 contains 175493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847296.000000 Penalty: 33373.367188
Iteration 239Q: 16 clusters Score -9.38473e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 8 contains 35429 members 
Mstep: Class 10 contains 66756 members 
Mstep: Class 13 contains 114131 members 
Mstep: Class 14 contains 1477 members 
Mstep: Class 16 contains 174413 members 
Mstep: Class 17 contains 46092 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 108431 members 
Mstep: Class 20 contains 3646 members 
Mstep: Class 22 contains 54841 members 
Mstep: Class 23 contains 175513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847368.000000 Penalty: 33373.367188
Iteration 240F: 16 clusters Score -9.384737e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 8 contains 35438 members 
Mstep: Class 10 contains 66751 members 
Mstep: Class 13 contains 114172 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 16 contains 174481 members 
Mstep: Class 17 contains 46091 members 
Mstep: Class 18 contains 3672 members 
Mstep: Class 19 contains 108296 members 
Mstep: Class 20 contains 3649 members 
Mstep: Class 22 contains 54834 members 
Mstep: Class 23 contains 175547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847416.000000 Penalty: 33373.367188
Iteration 241Q: 16 clusters Score -9.384742e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35448 members 
Mstep: Class 10 contains 66752 members 
Mstep: Class 13 contains 114211 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 16 contains 174555 members 
Mstep: Class 17 contains 46096 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 108171 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 22 contains 54822 members 
Mstep: Class 23 contains 175557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847296.000000 Penalty: 33373.367188
Iteration 242Q: 16 clusters Score -9.38473e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43364 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35460 members 
Mstep: Class 10 contains 66744 members 
Mstep: Class 13 contains 114249 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 174624 members 
Mstep: Class 17 contains 46098 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 108034 members 
Mstep: Class 20 contains 3655 members 
Mstep: Class 22 contains 54805 members 
Mstep: Class 23 contains 175599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847240.000000 Penalty: 33373.367188
Iteration 243Q: 16 clusters Score -9.384724e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43366 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35468 members 
Mstep: Class 10 contains 66737 members 
Mstep: Class 13 contains 114287 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 174678 members 
Mstep: Class 17 contains 46090 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 107906 members 
Mstep: Class 20 contains 3656 members 
Mstep: Class 22 contains 54803 members 
Mstep: Class 23 contains 175648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847248.000000 Penalty: 33373.367188
Iteration 244Q: 16 clusters Score -9.384725e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43367 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 8 contains 35476 members 
Mstep: Class 10 contains 66730 members 
Mstep: Class 13 contains 114323 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 174736 members 
Mstep: Class 17 contains 46086 members 
Mstep: Class 18 contains 3672 members 
Mstep: Class 19 contains 107790 members 
Mstep: Class 20 contains 3657 members 
Mstep: Class 22 contains 54793 members 
Mstep: Class 23 contains 175677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847280.000000 Penalty: 33373.367188
Iteration 245Q: 16 clusters Score -9.384728e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43366 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 8 contains 35490 members 
Mstep: Class 10 contains 66730 members 
Mstep: Class 13 contains 114355 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 174799 members 
Mstep: Class 17 contains 46083 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 107694 members 
Mstep: Class 20 contains 3660 members 
Mstep: Class 22 contains 54783 members 
Mstep: Class 23 contains 175678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847240.000000 Penalty: 33373.367188
Iteration 246Q: 16 clusters Score -9.384724e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43368 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 8 contains 35503 members 
Mstep: Class 10 contains 66726 members 
Mstep: Class 13 contains 114386 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 174867 members 
Mstep: Class 17 contains 46077 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 107605 members 
Mstep: Class 20 contains 3663 members 
Mstep: Class 22 contains 54774 members 
Mstep: Class 23 contains 175681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847296.000000 Penalty: 33373.367188
Iteration 247Q: 16 clusters Score -9.38473e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43370 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 8 contains 35513 members 
Mstep: Class 10 contains 66719 members 
Mstep: Class 13 contains 114424 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 174902 members 
Mstep: Class 17 contains 46073 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 107540 members 
Mstep: Class 20 contains 3666 members 
Mstep: Class 22 contains 54760 members 
Mstep: Class 23 contains 175680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847224.000000 Penalty: 33373.367188
Iteration 248Q: 16 clusters Score -9.384722e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 43370 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 8 contains 35519 members 
Mstep: Class 10 contains 66720 members 
Mstep: Class 13 contains 114462 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 174938 members 
Mstep: Class 17 contains 46068 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 107472 members 
Mstep: Class 20 contains 3669 members 
Mstep: Class 22 contains 54745 members 
Mstep: Class 23 contains 175686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847024.000000 Penalty: 33373.367188
Iteration 249Q: 16 clusters Score -9.384702e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43372 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 8 contains 35525 members 
Mstep: Class 10 contains 66720 members 
Mstep: Class 13 contains 114494 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 174967 members 
Mstep: Class 17 contains 46063 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 107402 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 22 contains 54742 members 
Mstep: Class 23 contains 175698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93847040.000000 Penalty: 33373.367188
Iteration 250Q: 16 clusters Score -9.384704e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43375 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 8 contains 35525 members 
Mstep: Class 10 contains 66722 members 
Mstep: Class 13 contains 114524 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175002 members 
Mstep: Class 17 contains 46062 members 
Mstep: Class 18 contains 3669 members 
Mstep: Class 19 contains 107332 members 
Mstep: Class 20 contains 3672 members 
Mstep: Class 22 contains 54739 members 
Mstep: Class 23 contains 175704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846864.000000 Penalty: 33373.367188
Iteration 251Q: 16 clusters Score -9.384686e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43378 members 
Mstep: Class 6 contains 3227 members 
Mstep: Class 8 contains 35536 members 
Mstep: Class 10 contains 66731 members 
Mstep: Class 13 contains 114564 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175014 members 
Mstep: Class 17 contains 46063 members 
Mstep: Class 18 contains 3668 members 
Mstep: Class 19 contains 107275 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 22 contains 54729 members 
Mstep: Class 23 contains 175703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846864.000000 Penalty: 33373.367188
Iteration 252Q: 16 clusters Score -9.384686e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43381 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35542 members 
Mstep: Class 10 contains 66731 members 
Mstep: Class 13 contains 114596 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175049 members 
Mstep: Class 17 contains 46059 members 
Mstep: Class 18 contains 3669 members 
Mstep: Class 19 contains 107214 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54727 members 
Mstep: Class 23 contains 175700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846912.000000 Penalty: 33373.367188
Iteration 253Q: 16 clusters Score -9.384691e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 43381 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 8 contains 35548 members 
Mstep: Class 10 contains 66733 members 
Mstep: Class 13 contains 114622 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175060 members 
Mstep: Class 17 contains 46058 members 
Mstep: Class 18 contains 3670 members 
Mstep: Class 19 contains 107163 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54718 members 
Mstep: Class 23 contains 175715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846816.000000 Penalty: 33373.367188
Iteration 254Q: 16 clusters Score -9.384682e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43379 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 8 contains 35554 members 
Mstep: Class 10 contains 66731 members 
Mstep: Class 13 contains 114646 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175093 members 
Mstep: Class 17 contains 46058 members 
Mstep: Class 18 contains 3669 members 
Mstep: Class 19 contains 107093 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54701 members 
Mstep: Class 23 contains 175744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846824.000000 Penalty: 33373.367188
Iteration 255Q: 16 clusters Score -9.384682e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43381 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 8 contains 35562 members 
Mstep: Class 10 contains 66734 members 
Mstep: Class 13 contains 114689 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175110 members 
Mstep: Class 17 contains 46045 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 107034 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54692 members 
Mstep: Class 23 contains 175758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846808.000000 Penalty: 33373.367188
Iteration 256Q: 16 clusters Score -9.384681e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 43382 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 8 contains 35576 members 
Mstep: Class 10 contains 66731 members 
Mstep: Class 13 contains 114719 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175132 members 
Mstep: Class 17 contains 46042 members 
Mstep: Class 18 contains 3668 members 
Mstep: Class 19 contains 106979 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54683 members 
Mstep: Class 23 contains 175768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846888.000000 Penalty: 33373.367188
Iteration 257Q: 16 clusters Score -9.384689e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 43383 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35580 members 
Mstep: Class 10 contains 66729 members 
Mstep: Class 13 contains 114749 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175147 members 
Mstep: Class 17 contains 46039 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 106942 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54672 members 
Mstep: Class 23 contains 175776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846856.000000 Penalty: 33373.367188
Iteration 258Q: 16 clusters Score -9.384686e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43382 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35584 members 
Mstep: Class 10 contains 66720 members 
Mstep: Class 13 contains 114770 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175158 members 
Mstep: Class 17 contains 46035 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 106901 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54671 members 
Mstep: Class 23 contains 175794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846816.000000 Penalty: 33373.367188
Iteration 259Q: 16 clusters Score -9.384682e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43383 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35589 members 
Mstep: Class 10 contains 66716 members 
Mstep: Class 13 contains 114800 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175168 members 
Mstep: Class 17 contains 46028 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 106867 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54669 members 
Mstep: Class 23 contains 175797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846792.000000 Penalty: 33373.367188
Iteration 260F: 16 clusters Score -9.384679e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43381 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35591 members 
Mstep: Class 10 contains 66713 members 
Mstep: Class 13 contains 114829 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175186 members 
Mstep: Class 17 contains 46027 members 
Mstep: Class 18 contains 3665 members 
Mstep: Class 19 contains 106819 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54664 members 
Mstep: Class 23 contains 175812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846672.000000 Penalty: 33373.367188
Iteration 261Q: 16 clusters Score -9.384667e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43383 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 8 contains 35598 members 
Mstep: Class 10 contains 66713 members 
Mstep: Class 13 contains 114855 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175184 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 106771 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54665 members 
Mstep: Class 23 contains 175829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846760.000000 Penalty: 33373.367188
Iteration 262Q: 16 clusters Score -9.384676e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43384 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35605 members 
Mstep: Class 10 contains 66712 members 
Mstep: Class 13 contains 114884 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175184 members 
Mstep: Class 17 contains 46029 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 106721 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54657 members 
Mstep: Class 23 contains 175846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846696.000000 Penalty: 33373.367188
Iteration 263Q: 16 clusters Score -9.38467e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43385 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 8 contains 35613 members 
Mstep: Class 10 contains 66714 members 
Mstep: Class 13 contains 114910 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175194 members 
Mstep: Class 17 contains 46027 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 106665 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54654 members 
Mstep: Class 23 contains 175855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846616.000000 Penalty: 33373.367188
Iteration 264Q: 16 clusters Score -9.384662e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 43386 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 8 contains 35622 members 
Mstep: Class 10 contains 66714 members 
Mstep: Class 13 contains 114933 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175199 members 
Mstep: Class 17 contains 46023 members 
Mstep: Class 18 contains 3668 members 
Mstep: Class 19 contains 106613 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54651 members 
Mstep: Class 23 contains 175870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846712.000000 Penalty: 33373.367188
Iteration 265Q: 16 clusters Score -9.384671e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 43387 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 8 contains 35624 members 
Mstep: Class 10 contains 66711 members 
Mstep: Class 13 contains 114948 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175204 members 
Mstep: Class 17 contains 46021 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 106570 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54648 members 
Mstep: Class 23 contains 175890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846672.000000 Penalty: 33373.367188
Iteration 266Q: 16 clusters Score -9.384667e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 43385 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 8 contains 35634 members 
Mstep: Class 10 contains 66710 members 
Mstep: Class 13 contains 114965 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175208 members 
Mstep: Class 17 contains 46021 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 106517 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54648 members 
Mstep: Class 23 contains 175911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846712.000000 Penalty: 33373.367188
Iteration 267Q: 16 clusters Score -9.384671e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 43386 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 10 contains 66709 members 
Mstep: Class 13 contains 114975 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175222 members 
Mstep: Class 17 contains 46017 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 106474 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54644 members 
Mstep: Class 23 contains 175929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846744.000000 Penalty: 33373.367188
Iteration 268Q: 16 clusters Score -9.384674e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 43388 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 8 contains 35648 members 
Mstep: Class 10 contains 66711 members 
Mstep: Class 13 contains 114983 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175232 members 
Mstep: Class 17 contains 46013 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 106436 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54636 members 
Mstep: Class 23 contains 175948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846784.000000 Penalty: 33373.367188
Iteration 269Q: 16 clusters Score -9.384678e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43389 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 8 contains 35654 members 
Mstep: Class 10 contains 66715 members 
Mstep: Class 13 contains 115003 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175235 members 
Mstep: Class 17 contains 46015 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 106389 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54625 members 
Mstep: Class 23 contains 175970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846712.000000 Penalty: 33373.367188
Iteration 270Q: 16 clusters Score -9.384671e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43391 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 8 contains 35664 members 
Mstep: Class 10 contains 66716 members 
Mstep: Class 13 contains 115012 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175255 members 
Mstep: Class 17 contains 46013 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 106338 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54613 members 
Mstep: Class 23 contains 175996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846768.000000 Penalty: 33373.367188
Iteration 271Q: 16 clusters Score -9.384677e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43393 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 8 contains 35671 members 
Mstep: Class 10 contains 66721 members 
Mstep: Class 13 contains 115021 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175276 members 
Mstep: Class 17 contains 46010 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 106289 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54598 members 
Mstep: Class 23 contains 176020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846664.000000 Penalty: 33373.367188
Iteration 272Q: 16 clusters Score -9.384666e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43393 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 8 contains 35676 members 
Mstep: Class 10 contains 66723 members 
Mstep: Class 13 contains 115030 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175293 members 
Mstep: Class 17 contains 46007 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 106235 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54581 members 
Mstep: Class 23 contains 176059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846656.000000 Penalty: 33373.367188
Iteration 273Q: 16 clusters Score -9.384666e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 43393 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 8 contains 35679 members 
Mstep: Class 10 contains 66723 members 
Mstep: Class 13 contains 115037 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175314 members 
Mstep: Class 17 contains 46004 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 106188 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54568 members 
Mstep: Class 23 contains 176090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846592.000000 Penalty: 33373.367188
Iteration 274Q: 16 clusters Score -9.384659e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 43395 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 8 contains 35682 members 
Mstep: Class 10 contains 66730 members 
Mstep: Class 13 contains 115049 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175326 members 
Mstep: Class 17 contains 46000 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 106145 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54563 members 
Mstep: Class 23 contains 176106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846608.000000 Penalty: 33373.367188
Iteration 275Q: 16 clusters Score -9.384661e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43395 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 8 contains 35682 members 
Mstep: Class 10 contains 66731 members 
Mstep: Class 13 contains 115065 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175331 members 
Mstep: Class 17 contains 45991 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 106107 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54558 members 
Mstep: Class 23 contains 176135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846616.000000 Penalty: 33373.367188
Iteration 276Q: 16 clusters Score -9.384662e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43397 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 8 contains 35688 members 
Mstep: Class 10 contains 66731 members 
Mstep: Class 13 contains 115078 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175332 members 
Mstep: Class 17 contains 45987 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 106061 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54554 members 
Mstep: Class 23 contains 176164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846712.000000 Penalty: 33373.367188
Iteration 277Q: 16 clusters Score -9.384671e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43399 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 8 contains 35696 members 
Mstep: Class 10 contains 66727 members 
Mstep: Class 13 contains 115098 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 16 contains 175343 members 
Mstep: Class 17 contains 45989 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 106016 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54552 members 
Mstep: Class 23 contains 176171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846616.000000 Penalty: 33373.367188
Iteration 278Q: 16 clusters Score -9.384662e+07 nChanged 106
Entering ConstructFrom: 
Score: -93846616.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (48565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Entering Unmasked Estep 
Score: -5110567.000000 Penalty: 1753.481934
	Iteration 0F: 2 clusters Score -5110567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -5078212.000000 Penalty: 3506.963867
	Iteration 0F: 3 clusters Score -5078212 nChanged 22617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -5091063.000000 Penalty: 3506.963867
	Iteration 1F: 3 clusters Score -5091063 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -5091727.500000 Penalty: 3506.963867
	Iteration 2Q: 3 clusters Score -5091728 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5092643.500000 Penalty: 3506.963867
	Iteration 3Q: 3 clusters Score -5092644 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -5094049.500000 Penalty: 3506.963867
	Iteration 4Q: 3 clusters Score -5094050 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -5096210.500000 Penalty: 3506.963867
	Iteration 5F: 3 clusters Score -5096210 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5099083.000000 Penalty: 3506.963867
	Iteration 6F: 3 clusters Score -5099083 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -5102155.000000 Penalty: 3506.963867
	Iteration 7F: 3 clusters Score -5102155 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -5104676.000000 Penalty: 3506.963867
	Iteration 8F: 3 clusters Score -5104676 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5106268.000000 Penalty: 3506.963867
	Iteration 9Q: 3 clusters Score -5106268 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -5107274.500000 Penalty: 3506.963867
	Iteration 10Q: 3 clusters Score -5107274 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5107936.000000 Penalty: 3506.963867
	Iteration 11Q: 3 clusters Score -5107936 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5108398.000000 Penalty: 3506.963867
	Iteration 12Q: 3 clusters Score -5108398 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -5108688.500000 Penalty: 3506.963867
	Iteration 13Q: 3 clusters Score -5108688 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -5108909.500000 Penalty: 3506.963867
	Iteration 14Q: 3 clusters Score -5108910 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -5109072.500000 Penalty: 3506.963867
	Iteration 15Q: 3 clusters Score -5109072 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -5109190.000000 Penalty: 3506.963867
	Iteration 16Q: 3 clusters Score -5109190 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -5109290.000000 Penalty: 3506.963867
	Iteration 17Q: 3 clusters Score -5109290 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -5109345.000000 Penalty: 3506.963867
	Iteration 18Q: 3 clusters Score -5109345 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -5109399.000000 Penalty: 3506.963867
	Iteration 19Q: 3 clusters Score -5109399 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -5109433.500000 Penalty: 3506.963867
	Iteration 20F: 3 clusters Score -5109434 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -5109447.500000 Penalty: 3506.963867
	Iteration 21Q: 3 clusters Score -5109448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5109457.500000 Penalty: 3506.963867
	Iteration 22Q: 3 clusters Score -5109458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -5109480.500000 Penalty: 3506.963867
	Iteration 23Q: 3 clusters Score -5109480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5109489.000000 Penalty: 3506.963867
	Iteration 24Q: 3 clusters Score -5109489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -5109500.000000 Penalty: 3506.963867
	Iteration 25Q: 3 clusters Score -5109500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -5109497.000000 Penalty: 3506.963867
	Iteration 26Q: 3 clusters Score -5109497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -5109504.000000 Penalty: 3506.963867
	Iteration 27Q: 3 clusters Score -5109504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -5109508.000000 Penalty: 3506.963867
	Iteration 28Q: 3 clusters Score -5109508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -5109509.000000 Penalty: 3506.963867
	Iteration 29Q: 3 clusters Score -5109509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -5109511.000000 Penalty: 3506.963867
	Iteration 30Q: 3 clusters Score -5109511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -5109515.000000 Penalty: 3506.963867
	Iteration 31Q: 3 clusters Score -5109515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -5109517.000000 Penalty: 3506.963867
	Iteration 32Q: 3 clusters Score -5109517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -5109519.000000 Penalty: 3506.963867
	Iteration 33Q: 3 clusters Score -5109519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5109522.000000 Penalty: 3506.963867
	Iteration 34Q: 3 clusters Score -5109522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -5109529.000000 Penalty: 3506.963867
	Iteration 35Q: 3 clusters Score -5109529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5109538.000000 Penalty: 3506.963867
	Iteration 36Q: 3 clusters Score -5109538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -5109535.500000 Penalty: 3506.963867
	Iteration 37Q: 3 clusters Score -5109536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5109537.500000 Penalty: 3506.963867
	Iteration 38Q: 3 clusters Score -5109538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5109528.500000 Penalty: 3506.963867
	Iteration 39Q: 3 clusters Score -5109528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -5109534.000000 Penalty: 3506.963867
	Iteration 40F: 3 clusters Score -5109534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5109534.000000 Penalty: 3506.963867
	Iteration 41Q: 3 clusters Score -5109534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -5109545.500000 Penalty: 3506.963867
	Iteration 42Q: 3 clusters Score -5109546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -5109544.500000 Penalty: 3506.963867
	Iteration 43Q: 3 clusters Score -5109544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -5109545.000000 Penalty: 3506.963867
	Iteration 44Q: 3 clusters Score -5109545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -5109545.000000 Penalty: 3506.963867
	Iteration 45F: 3 clusters Score -5109545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -407578.656250 Penalty: 1343.335327
	Iteration 0F: 2 clusters Score -407578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -404357.593750 Penalty: 2686.670654
	Iteration 0F: 3 clusters Score -404357.6 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -405503.968750 Penalty: 2686.670654
	Iteration 1F: 3 clusters Score -405504 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -405776.687500 Penalty: 2686.670654
	Iteration 2F: 3 clusters Score -405776.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -405944.937500 Penalty: 2686.670654
	Iteration 3F: 3 clusters Score -405944.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -406096.000000 Penalty: 2686.670654
	Iteration 4Q: 3 clusters Score -406096 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -406262.593750 Penalty: 2686.670654
	Iteration 5F: 3 clusters Score -406262.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -406431.750000 Penalty: 2686.670654
	Iteration 6Q: 3 clusters Score -406431.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -406597.312500 Penalty: 2686.670654
	Iteration 7Q: 3 clusters Score -406597.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -406756.437500 Penalty: 2686.670654
	Iteration 8Q: 3 clusters Score -406756.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -406880.437500 Penalty: 2686.670654
	Iteration 9Q: 3 clusters Score -406880.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -406983.812500 Penalty: 2686.670654
	Iteration 10Q: 3 clusters Score -406983.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -407051.500000 Penalty: 2686.670654
	Iteration 11Q: 3 clusters Score -407051.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -407102.843750 Penalty: 2686.670654
	Iteration 12Q: 3 clusters Score -407102.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -407140.625000 Penalty: 2686.670654
	Iteration 13Q: 3 clusters Score -407140.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -407163.312500 Penalty: 2686.670654
	Iteration 14Q: 3 clusters Score -407163.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -407180.781250 Penalty: 2686.670654
	Iteration 15Q: 3 clusters Score -407180.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -407192.843750 Penalty: 2686.670654
	Iteration 16Q: 3 clusters Score -407192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -407216.031250 Penalty: 2686.670654
	Iteration 17Q: 3 clusters Score -407216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -407234.187500 Penalty: 2686.670654
	Iteration 18Q: 3 clusters Score -407234.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -407243.125000 Penalty: 2686.670654
	Iteration 19Q: 3 clusters Score -407243.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -407252.375000 Penalty: 2686.670654
	Iteration 20F: 3 clusters Score -407252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -407254.093750 Penalty: 2686.670654
	Iteration 21Q: 3 clusters Score -407254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -407255.187500 Penalty: 2686.670654
	Iteration 22Q: 3 clusters Score -407255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -407255.187500 Penalty: 2686.670654
	Iteration 23F: 3 clusters Score -407255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Entering Unmasked Estep 
Score: -4622194.000000 Penalty: 1735.206177
	Iteration 0F: 2 clusters Score -4622194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -4593328.000000 Penalty: 3470.412354
	Iteration 0F: 3 clusters Score -4593328 nChanged 20274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4604540.500000 Penalty: 3470.412354
	Iteration 1F: 3 clusters Score -4604540 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4604947.500000 Penalty: 3470.412354
	Iteration 2Q: 3 clusters Score -4604948 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4605460.500000 Penalty: 3470.412354
	Iteration 3Q: 3 clusters Score -4605460 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4606200.000000 Penalty: 3470.412354
	Iteration 4Q: 3 clusters Score -4606200 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -4607151.500000 Penalty: 3470.412354
	Iteration 5Q: 3 clusters Score -4607152 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -4608507.000000 Penalty: 3470.412354
	Iteration 6F: 3 clusters Score -4608507 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4610395.000000 Penalty: 3470.412354
	Iteration 7F: 3 clusters Score -4610395 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4612703.500000 Penalty: 3470.412354
	Iteration 8F: 3 clusters Score -4612704 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4615076.500000 Penalty: 3470.412354
	Iteration 9F: 3 clusters Score -4615076 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4617162.000000 Penalty: 3470.412354
	Iteration 10F: 3 clusters Score -4617162 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -4618796.000000 Penalty: 3470.412354
	Iteration 11Q: 3 clusters Score -4618796 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -4619813.500000 Penalty: 3470.412354
	Iteration 12Q: 3 clusters Score -4619814 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -4620390.500000 Penalty: 3470.412354
	Iteration 13Q: 3 clusters Score -4620390 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -4620709.500000 Penalty: 3470.412354
	Iteration 14Q: 3 clusters Score -4620710 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -4620891.500000 Penalty: 3470.412354
	Iteration 15Q: 3 clusters Score -4620892 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -4621008.000000 Penalty: 3470.412354
	Iteration 16Q: 3 clusters Score -4621008 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -4621080.000000 Penalty: 3470.412354
	Iteration 17Q: 3 clusters Score -4621080 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -4621115.500000 Penalty: 3470.412354
	Iteration 18Q: 3 clusters Score -4621116 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -4621159.000000 Penalty: 3470.412354
	Iteration 19Q: 3 clusters Score -4621159 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -4621219.000000 Penalty: 3470.412354
	Iteration 20F: 3 clusters Score -4621219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4621230.000000 Penalty: 3470.412354
	Iteration 21Q: 3 clusters Score -4621230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -4621254.500000 Penalty: 3470.412354
	Iteration 22Q: 3 clusters Score -4621254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4621267.500000 Penalty: 3470.412354
	Iteration 23Q: 3 clusters Score -4621268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -4621278.500000 Penalty: 3470.412354
	Iteration 24Q: 3 clusters Score -4621278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -4621281.000000 Penalty: 3470.412354
	Iteration 25Q: 3 clusters Score -4621281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -4621286.000000 Penalty: 3470.412354
	Iteration 26Q: 3 clusters Score -4621286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -4621291.000000 Penalty: 3470.412354
	Iteration 27Q: 3 clusters Score -4621291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -4621297.000000 Penalty: 3470.412354
	Iteration 28Q: 3 clusters Score -4621297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -4621299.500000 Penalty: 3470.412354
	Iteration 29Q: 3 clusters Score -4621300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -4621303.000000 Penalty: 3470.412354
	Iteration 30Q: 3 clusters Score -4621303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -4621311.500000 Penalty: 3470.412354
	Iteration 31Q: 3 clusters Score -4621312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -4621314.000000 Penalty: 3470.412354
	Iteration 32Q: 3 clusters Score -4621314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -4621313.500000 Penalty: 3470.412354
	Iteration 33Q: 3 clusters Score -4621314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -4621310.000000 Penalty: 3470.412354
	Iteration 34Q: 3 clusters Score -4621310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -4621307.500000 Penalty: 3470.412354
	Iteration 35Q: 3 clusters Score -4621308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -4621310.500000 Penalty: 3470.412354
	Iteration 36Q: 3 clusters Score -4621310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -4621306.500000 Penalty: 3470.412354
	Iteration 37Q: 3 clusters Score -4621306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -4621306.000000 Penalty: 3470.412354
	Iteration 38Q: 3 clusters Score -4621306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -4621314.000000 Penalty: 3470.412354
	Iteration 39Q: 3 clusters Score -4621314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -4621315.500000 Penalty: 3470.412354
	Iteration 40F: 3 clusters Score -4621316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -365135.968750 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -365136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -362276.531250 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -362276.5 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -362947.562500 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -362947.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -363076.656250 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -363076.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -363151.656250 Penalty: 2624.463379
	Iteration 3Q: 3 clusters Score -363151.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -363197.843750 Penalty: 2624.463379
	Iteration 4Q: 3 clusters Score -363197.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -363251.531250 Penalty: 2624.463379
	Iteration 5Q: 3 clusters Score -363251.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -363304.406250 Penalty: 2624.463379
	Iteration 6Q: 3 clusters Score -363304.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -363342.718750 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -363342.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -363377.656250 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -363377.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -363423.375000 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -363423.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -363482.125000 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -363482.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -363534.968750 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -363535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -363587.125000 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -363587.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -363628.281250 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -363628.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -363662.906250 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -363662.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -363699.937500 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -363699.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -363735.843750 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -363735.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -363767.781250 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -363767.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -363795.062500 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -363795.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -363815.656250 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -363815.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -363830.375000 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -363830.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -363848.375000 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -363848.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -363872.750000 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -363872.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -363893.468750 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -363893.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -363908.406250 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -363908.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -363927.375000 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -363927.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -363938.343750 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -363938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -363945.406250 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -363945.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -363950.625000 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -363950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -363954.406250 Penalty: 2624.463379
	Iteration 29Q: 3 clusters Score -363954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -363956.687500 Penalty: 2624.463379
	Iteration 30Q: 3 clusters Score -363956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -363957.968750 Penalty: 2624.463379
	Iteration 31Q: 3 clusters Score -363958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -363960.406250 Penalty: 2624.463379
	Iteration 32Q: 3 clusters Score -363960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -363961.000000 Penalty: 2624.463379
	Iteration 33Q: 3 clusters Score -363961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -363961.000000 Penalty: 2624.463379
	Iteration 34F: 3 clusters Score -363961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Entering Unmasked Estep 
Score: -3917614.250000 Penalty: 1703.490356
	Iteration 0F: 2 clusters Score -3917614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3893640.750000 Penalty: 3406.980713
	Iteration 0F: 3 clusters Score -3893641 nChanged 16556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3902878.250000 Penalty: 3406.980713
	Iteration 1F: 3 clusters Score -3902878 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3903330.250000 Penalty: 3406.980713
	Iteration 2Q: 3 clusters Score -3903330 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3903897.500000 Penalty: 3406.980713
	Iteration 3Q: 3 clusters Score -3903898 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3904689.750000 Penalty: 3406.980713
	Iteration 4Q: 3 clusters Score -3904690 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3905829.000000 Penalty: 3406.980713
	Iteration 5F: 3 clusters Score -3905829 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3907509.250000 Penalty: 3406.980713
	Iteration 6F: 3 clusters Score -3907509 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3909730.000000 Penalty: 3406.980713
	Iteration 7F: 3 clusters Score -3909730 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3911818.250000 Penalty: 3406.980713
	Iteration 8F: 3 clusters Score -3911818 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3913370.000000 Penalty: 3406.980713
	Iteration 9F: 3 clusters Score -3913370 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3914234.250000 Penalty: 3406.980713
	Iteration 10Q: 3 clusters Score -3914234 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3914713.250000 Penalty: 3406.980713
	Iteration 11Q: 3 clusters Score -3914713 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3914995.000000 Penalty: 3406.980713
	Iteration 12Q: 3 clusters Score -3914995 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3915191.750000 Penalty: 3406.980713
	Iteration 13Q: 3 clusters Score -3915192 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3915323.000000 Penalty: 3406.980713
	Iteration 14Q: 3 clusters Score -3915323 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3915461.250000 Penalty: 3406.980713
	Iteration 15Q: 3 clusters Score -3915461 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3915572.250000 Penalty: 3406.980713
	Iteration 16Q: 3 clusters Score -3915572 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3915684.250000 Penalty: 3406.980713
	Iteration 17Q: 3 clusters Score -3915684 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3915768.500000 Penalty: 3406.980713
	Iteration 18Q: 3 clusters Score -3915768 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3915846.000000 Penalty: 3406.980713
	Iteration 19Q: 3 clusters Score -3915846 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3915923.250000 Penalty: 3406.980713
	Iteration 20F: 3 clusters Score -3915923 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3915999.250000 Penalty: 3406.980713
	Iteration 21Q: 3 clusters Score -3915999 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3916047.750000 Penalty: 3406.980713
	Iteration 22Q: 3 clusters Score -3916048 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3916096.000000 Penalty: 3406.980713
	Iteration 23Q: 3 clusters Score -3916096 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3916138.750000 Penalty: 3406.980713
	Iteration 24Q: 3 clusters Score -3916139 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3916171.250000 Penalty: 3406.980713
	Iteration 25Q: 3 clusters Score -3916171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3916222.750000 Penalty: 3406.980713
	Iteration 26Q: 3 clusters Score -3916223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3916243.000000 Penalty: 3406.980713
	Iteration 27Q: 3 clusters Score -3916243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3916252.750000 Penalty: 3406.980713
	Iteration 28Q: 3 clusters Score -3916253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3916260.000000 Penalty: 3406.980713
	Iteration 29Q: 3 clusters Score -3916260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3916269.250000 Penalty: 3406.980713
	Iteration 30Q: 3 clusters Score -3916269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3916282.250000 Penalty: 3406.980713
	Iteration 31Q: 3 clusters Score -3916282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3916283.750000 Penalty: 3406.980713
	Iteration 32Q: 3 clusters Score -3916284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3916287.250000 Penalty: 3406.980713
	Iteration 33Q: 3 clusters Score -3916287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3916295.250000 Penalty: 3406.980713
	Iteration 34Q: 3 clusters Score -3916295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3916293.750000 Penalty: 3406.980713
	Iteration 35Q: 3 clusters Score -3916294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3916298.750000 Penalty: 3406.980713
	Iteration 36Q: 3 clusters Score -3916299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3916300.000000 Penalty: 3406.980713
	Iteration 37Q: 3 clusters Score -3916300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3916304.750000 Penalty: 3406.980713
	Iteration 38Q: 3 clusters Score -3916305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3916304.250000 Penalty: 3406.980713
	Iteration 39Q: 3 clusters Score -3916304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3916306.000000 Penalty: 3406.980713
	Iteration 40F: 3 clusters Score -3916306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3916305.250000 Penalty: 3406.980713
	Iteration 41Q: 3 clusters Score -3916305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3916307.500000 Penalty: 3406.980713
	Iteration 42Q: 3 clusters Score -3916308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3916304.500000 Penalty: 3406.980713
	Iteration 43Q: 3 clusters Score -3916304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3916307.500000 Penalty: 3406.980713
	Iteration 44Q: 3 clusters Score -3916308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3916305.250000 Penalty: 3406.980713
	Iteration 45Q: 3 clusters Score -3916305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3916305.250000 Penalty: 3406.980713
	Iteration 46F: 3 clusters Score -3916305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Entering Unmasked Estep 
Score: -7303282.000000 Penalty: 1805.114136
	Iteration 0F: 2 clusters Score -7303282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -7258868.500000 Penalty: 3610.228271
	Iteration 0F: 3 clusters Score -7258868 nChanged 31368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -7277763.000000 Penalty: 3610.228271
	Iteration 1F: 3 clusters Score -7277763 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -7279040.500000 Penalty: 3610.228271
	Iteration 2Q: 3 clusters Score -7279040 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -7280894.000000 Penalty: 3610.228271
	Iteration 3F: 3 clusters Score -7280894 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -7283586.000000 Penalty: 3610.228271
	Iteration 4F: 3 clusters Score -7283586 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -7287321.500000 Penalty: 3610.228271
	Iteration 5F: 3 clusters Score -7287322 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -7291321.000000 Penalty: 3610.228271
	Iteration 6F: 3 clusters Score -7291321 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -7293753.000000 Penalty: 3610.228271
	Iteration 7F: 3 clusters Score -7293753 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -7294700.500000 Penalty: 3610.228271
	Iteration 8Q: 3 clusters Score -7294700 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -7295074.000000 Penalty: 3610.228271
	Iteration 9Q: 3 clusters Score -7295074 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -7295321.000000 Penalty: 3610.228271
	Iteration 10Q: 3 clusters Score -7295321 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -7295520.000000 Penalty: 3610.228271
	Iteration 11Q: 3 clusters Score -7295520 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -7295659.500000 Penalty: 3610.228271
	Iteration 12Q: 3 clusters Score -7295660 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -7295805.500000 Penalty: 3610.228271
	Iteration 13Q: 3 clusters Score -7295806 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -7295899.000000 Penalty: 3610.228271
	Iteration 14Q: 3 clusters Score -7295899 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -7296006.500000 Penalty: 3610.228271
	Iteration 15Q: 3 clusters Score -7296006 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -7296124.500000 Penalty: 3610.228271
	Iteration 16Q: 3 clusters Score -7296124 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -7296219.500000 Penalty: 3610.228271
	Iteration 17Q: 3 clusters Score -7296220 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -7296271.500000 Penalty: 3610.228271
	Iteration 18Q: 3 clusters Score -7296272 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -7296361.500000 Penalty: 3610.228271
	Iteration 19Q: 3 clusters Score -7296362 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -7296506.500000 Penalty: 3610.228271
	Iteration 20F: 3 clusters Score -7296506 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -7296635.500000 Penalty: 3610.228271
	Iteration 21Q: 3 clusters Score -7296636 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -7296785.000000 Penalty: 3610.228271
	Iteration 22Q: 3 clusters Score -7296785 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -7296915.000000 Penalty: 3610.228271
	Iteration 23Q: 3 clusters Score -7296915 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -7296999.000000 Penalty: 3610.228271
	Iteration 24Q: 3 clusters Score -7296999 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -7297096.000000 Penalty: 3610.228271
	Iteration 25Q: 3 clusters Score -7297096 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -7297247.000000 Penalty: 3610.228271
	Iteration 26Q: 3 clusters Score -7297247 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -7297369.500000 Penalty: 3610.228271
	Iteration 27Q: 3 clusters Score -7297370 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -7297546.500000 Penalty: 3610.228271
	Iteration 28Q: 3 clusters Score -7297546 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -7297692.500000 Penalty: 3610.228271
	Iteration 29Q: 3 clusters Score -7297692 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -7297892.500000 Penalty: 3610.228271
	Iteration 30Q: 3 clusters Score -7297892 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -7298099.000000 Penalty: 3610.228271
	Iteration 31Q: 3 clusters Score -7298099 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -7298324.000000 Penalty: 3610.228271
	Iteration 32Q: 3 clusters Score -7298324 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -7298562.000000 Penalty: 3610.228271
	Iteration 33Q: 3 clusters Score -7298562 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -7298775.500000 Penalty: 3610.228271
	Iteration 34Q: 3 clusters Score -7298776 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -7299006.000000 Penalty: 3610.228271
	Iteration 35Q: 3 clusters Score -7299006 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -7299208.000000 Penalty: 3610.228271
	Iteration 36Q: 3 clusters Score -7299208 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -7299412.500000 Penalty: 3610.228271
	Iteration 37Q: 3 clusters Score -7299412 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -7299565.500000 Penalty: 3610.228271
	Iteration 38Q: 3 clusters Score -7299566 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -7299761.000000 Penalty: 3610.228271
	Iteration 39Q: 3 clusters Score -7299761 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -7299966.000000 Penalty: 3610.228271
	Iteration 40F: 3 clusters Score -7299966 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -7300096.500000 Penalty: 3610.228271
	Iteration 41Q: 3 clusters Score -7300096 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -7300269.500000 Penalty: 3610.228271
	Iteration 42Q: 3 clusters Score -7300270 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -7300383.000000 Penalty: 3610.228271
	Iteration 43Q: 3 clusters Score -7300383 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -7300523.500000 Penalty: 3610.228271
	Iteration 44Q: 3 clusters Score -7300524 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -7300642.000000 Penalty: 3610.228271
	Iteration 45Q: 3 clusters Score -7300642 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -7300726.500000 Penalty: 3610.228271
	Iteration 46Q: 3 clusters Score -7300726 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -7300833.500000 Penalty: 3610.228271
	Iteration 47Q: 3 clusters Score -7300834 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -7300933.000000 Penalty: 3610.228271
	Iteration 48Q: 3 clusters Score -7300933 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -7301015.000000 Penalty: 3610.228271
	Iteration 49Q: 3 clusters Score -7301015 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -7301108.500000 Penalty: 3610.228271
	Iteration 50Q: 3 clusters Score -7301108 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -7301189.500000 Penalty: 3610.228271
	Iteration 51Q: 3 clusters Score -7301190 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -7301273.000000 Penalty: 3610.228271
	Iteration 52Q: 3 clusters Score -7301273 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -7301352.000000 Penalty: 3610.228271
	Iteration 53Q: 3 clusters Score -7301352 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -7301409.500000 Penalty: 3610.228271
	Iteration 54Q: 3 clusters Score -7301410 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7301444.500000 Penalty: 3610.228271
	Iteration 55Q: 3 clusters Score -7301444 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7301505.500000 Penalty: 3610.228271
	Iteration 56Q: 3 clusters Score -7301506 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7301562.500000 Penalty: 3610.228271
	Iteration 57Q: 3 clusters Score -7301562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7301609.500000 Penalty: 3610.228271
	Iteration 58Q: 3 clusters Score -7301610 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7301641.500000 Penalty: 3610.228271
	Iteration 59Q: 3 clusters Score -7301642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7301688.500000 Penalty: 3610.228271
	Iteration 60F: 3 clusters Score -7301688 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7301734.500000 Penalty: 3610.228271
	Iteration 61Q: 3 clusters Score -7301734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7301741.000000 Penalty: 3610.228271
	Iteration 62Q: 3 clusters Score -7301741 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7301769.000000 Penalty: 3610.228271
	Iteration 63Q: 3 clusters Score -7301769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7301779.500000 Penalty: 3610.228271
	Iteration 64Q: 3 clusters Score -7301780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7301795.000000 Penalty: 3610.228271
	Iteration 65Q: 3 clusters Score -7301795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7301804.000000 Penalty: 3610.228271
	Iteration 66Q: 3 clusters Score -7301804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7301806.500000 Penalty: 3610.228271
	Iteration 67Q: 3 clusters Score -7301806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7301812.500000 Penalty: 3610.228271
	Iteration 68Q: 3 clusters Score -7301812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7301815.000000 Penalty: 3610.228271
	Iteration 69Q: 3 clusters Score -7301815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7301823.000000 Penalty: 3610.228271
	Iteration 70Q: 3 clusters Score -7301823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7301826.000000 Penalty: 3610.228271
	Iteration 71Q: 3 clusters Score -7301826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7301828.500000 Penalty: 3610.228271
	Iteration 72Q: 3 clusters Score -7301828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7301837.000000 Penalty: 3610.228271
	Iteration 73Q: 3 clusters Score -7301837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7301850.500000 Penalty: 3610.228271
	Iteration 74Q: 3 clusters Score -7301850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7301839.500000 Penalty: 3610.228271
	Iteration 75Q: 3 clusters Score -7301840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7301845.500000 Penalty: 3610.228271
	Iteration 76Q: 3 clusters Score -7301846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7301837.500000 Penalty: 3610.228271
	Iteration 77Q: 3 clusters Score -7301838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7301847.500000 Penalty: 3610.228271
	Iteration 78Q: 3 clusters Score -7301848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7301851.500000 Penalty: 3610.228271
	Iteration 79Q: 3 clusters Score -7301852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7301851.500000 Penalty: 3610.228271
	Iteration 80F: 3 clusters Score -7301852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7301868.500000 Penalty: 3610.228271
	Iteration 81Q: 3 clusters Score -7301868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7301867.000000 Penalty: 3610.228271
	Iteration 82Q: 3 clusters Score -7301867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7301876.000000 Penalty: 3610.228271
	Iteration 83Q: 3 clusters Score -7301876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7301890.000000 Penalty: 3610.228271
	Iteration 84Q: 3 clusters Score -7301890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7301887.500000 Penalty: 3610.228271
	Iteration 85Q: 3 clusters Score -7301888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7301888.500000 Penalty: 3610.228271
	Iteration 86Q: 3 clusters Score -7301888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7301900.000000 Penalty: 3610.228271
	Iteration 87Q: 3 clusters Score -7301900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7301904.500000 Penalty: 3610.228271
	Iteration 88Q: 3 clusters Score -7301904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7301913.500000 Penalty: 3610.228271
	Iteration 89Q: 3 clusters Score -7301914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7301912.000000 Penalty: 3610.228271
	Iteration 90Q: 3 clusters Score -7301912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7301932.500000 Penalty: 3610.228271
	Iteration 91Q: 3 clusters Score -7301932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7301920.500000 Penalty: 3610.228271
	Iteration 92Q: 3 clusters Score -7301920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7301921.000000 Penalty: 3610.228271
	Iteration 93Q: 3 clusters Score -7301921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7301934.000000 Penalty: 3610.228271
	Iteration 94Q: 3 clusters Score -7301934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7301931.000000 Penalty: 3610.228271
	Iteration 95Q: 3 clusters Score -7301931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7301941.500000 Penalty: 3610.228271
	Iteration 96Q: 3 clusters Score -7301942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7301937.000000 Penalty: 3610.228271
	Iteration 97Q: 3 clusters Score -7301937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7301938.500000 Penalty: 3610.228271
	Iteration 98Q: 3 clusters Score -7301938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7301938.500000 Penalty: 3610.228271
	Iteration 99Q: 3 clusters Score -7301938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7301940.000000 Penalty: 3610.228271
	Iteration 100F: 3 clusters Score -7301940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7301942.000000 Penalty: 3610.228271
	Iteration 101Q: 3 clusters Score -7301942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7301934.500000 Penalty: 3610.228271
	Iteration 102Q: 3 clusters Score -7301934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7301937.000000 Penalty: 3610.228271
	Iteration 103Q: 3 clusters Score -7301937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7301945.500000 Penalty: 3610.228271
	Iteration 104Q: 3 clusters Score -7301946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7301942.500000 Penalty: 3610.228271
	Iteration 105Q: 3 clusters Score -7301942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7301944.000000 Penalty: 3610.228271
	Iteration 106Q: 3 clusters Score -7301944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7301943.000000 Penalty: 3610.228271
	Iteration 107Q: 3 clusters Score -7301943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7301941.500000 Penalty: 3610.228271
	Iteration 108Q: 3 clusters Score -7301942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7301950.500000 Penalty: 3610.228271
	Iteration 109Q: 3 clusters Score -7301950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7301955.500000 Penalty: 3610.228271
	Iteration 110Q: 3 clusters Score -7301956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7301962.000000 Penalty: 3610.228271
	Iteration 111Q: 3 clusters Score -7301962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7301958.000000 Penalty: 3610.228271
	Iteration 112Q: 3 clusters Score -7301958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7301963.000000 Penalty: 3610.228271
	Iteration 113Q: 3 clusters Score -7301963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7301957.000000 Penalty: 3610.228271
	Iteration 114Q: 3 clusters Score -7301957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7301956.000000 Penalty: 3610.228271
	Iteration 115Q: 3 clusters Score -7301956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7301958.500000 Penalty: 3610.228271
	Iteration 116Q: 3 clusters Score -7301958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7301955.500000 Penalty: 3610.228271
	Iteration 117Q: 3 clusters Score -7301956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7301961.000000 Penalty: 3610.228271
	Iteration 118Q: 3 clusters Score -7301961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7301961.000000 Penalty: 3610.228271
	Iteration 119F: 3 clusters Score -7301961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (115119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Entering Unmasked Estep 
Score: -12502308.000000 Penalty: 1893.729736
	Iteration 0F: 2 clusters Score -1.250231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -12425254.000000 Penalty: 3787.459473
	Iteration 0F: 3 clusters Score -1.242525e+07 nChanged 55124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -12456634.000000 Penalty: 3787.459473
	Iteration 1F: 3 clusters Score -1.245663e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -12456955.000000 Penalty: 3787.459473
	Iteration 2Q: 3 clusters Score -1.245696e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -12457410.000000 Penalty: 3787.459473
	Iteration 3Q: 3 clusters Score -1.245741e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -12457981.000000 Penalty: 3787.459473
	Iteration 4Q: 3 clusters Score -1.245798e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -12458705.000000 Penalty: 3787.459473
	Iteration 5Q: 3 clusters Score -1.24587e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -12459952.000000 Penalty: 3787.459473
	Iteration 6Q: 3 clusters Score -1.245995e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -12462415.000000 Penalty: 3787.459473
	Iteration 7Q: 3 clusters Score -1.246242e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 80684 members 
Entering Unmasked Estep 
Score: -12467476.000000 Penalty: 3787.459473
	Iteration 8F: 3 clusters Score -1.246748e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -12476060.000000 Penalty: 3787.459473
	Iteration 9F: 3 clusters Score -1.247606e+07 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -12486783.000000 Penalty: 3787.459473
	Iteration 10F: 3 clusters Score -1.248678e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 109866 members 
Entering Unmasked Estep 
Score: -12495379.000000 Penalty: 3787.459473
	Iteration 11F: 3 clusters Score -1.249538e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 113693 members 
Entering Unmasked Estep 
Score: -12499180.000000 Penalty: 3787.459473
	Iteration 12Q: 3 clusters Score -1.249918e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 114745 members 
Entering Unmasked Estep 
Score: -12500230.000000 Penalty: 3787.459473
	Iteration 13Q: 3 clusters Score -1.250023e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -12500497.000000 Penalty: 3787.459473
	Iteration 14Q: 3 clusters Score -1.25005e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114996 members 
Entering Unmasked Estep 
Score: -12500583.000000 Penalty: 3787.459473
	Iteration 15Q: 3 clusters Score -1.250058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115005 members 
Entering Unmasked Estep 
Score: -12500609.000000 Penalty: 3787.459473
	Iteration 16Q: 3 clusters Score -1.250061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -12500616.000000 Penalty: 3787.459473
	Iteration 17Q: 3 clusters Score -1.250062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -12500621.000000 Penalty: 3787.459473
	Iteration 18Q: 3 clusters Score -1.250062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -12500621.000000 Penalty: 3787.459473
	Iteration 19F: 3 clusters Score -1.250062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -141922.296875 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -141922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140217.015625 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -140217 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -140671.281250 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -140671.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -140944.500000 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -140944.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -141354.593750 Penalty: 2371.113770
	Iteration 3F: 3 clusters Score -141354.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -142087.000000 Penalty: 2371.113770
	Iteration 4F: 3 clusters Score -142087 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -142387.593750 Penalty: 2371.113770
	Iteration 5F: 3 clusters Score -142387.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -142454.750000 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -142454.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -142483.578125 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -142483.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -142497.046875 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -142497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142499.796875 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -142499.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142499.796875 Penalty: 2371.113770
	Iteration 10F: 3 clusters Score -142499.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 1064 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43399 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 8 contains 35704 members 
Mstep: Class 10 contains 66729 members 
Mstep: Class 13 contains 115119 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 16 contains 175353 members 
Mstep: Class 17 contains 45985 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 105976 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54547 members 
Mstep: Class 23 contains 176181 members 
Entering Unmasked Estep 
Score: -93845984.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93846616.000000 to -93845984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (175353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175353 members 
Entering Unmasked Estep 
Score: -18997548.000000 Penalty: 1962.115356
	Iteration 0F: 2 clusters Score -1.899755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -18881602.000000 Penalty: 3924.230713
	Iteration 0F: 3 clusters Score -1.88816e+07 nChanged 84903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100018 members 
Mstep: Class 2 contains 75335 members 
Entering Unmasked Estep 
Score: -18933154.000000 Penalty: 3924.230713
	Iteration 1F: 3 clusters Score -1.893315e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -18936530.000000 Penalty: 3924.230713
	Iteration 2Q: 3 clusters Score -1.893653e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -18943250.000000 Penalty: 3924.230713
	Iteration 3F: 3 clusters Score -1.894325e+07 nChanged 15026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132622 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -18954914.000000 Penalty: 3924.230713
	Iteration 4F: 3 clusters Score -1.895491e+07 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149687 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -18971584.000000 Penalty: 3924.230713
	Iteration 5F: 3 clusters Score -1.897158e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163859 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -18986196.000000 Penalty: 3924.230713
	Iteration 6F: 3 clusters Score -1.89862e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171256 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -18992978.000000 Penalty: 3924.230713
	Iteration 7Q: 3 clusters Score -1.899298e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173773 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -18995216.000000 Penalty: 3924.230713
	Iteration 8Q: 3 clusters Score -1.899522e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174490 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -18995738.000000 Penalty: 3924.230713
	Iteration 9Q: 3 clusters Score -1.899574e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174699 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18995934.000000 Penalty: 3924.230713
	Iteration 10Q: 3 clusters Score -1.899593e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174775 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -18996070.000000 Penalty: 3924.230713
	Iteration 11Q: 3 clusters Score -1.899607e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -18996144.000000 Penalty: 3924.230713
	Iteration 12Q: 3 clusters Score -1.899614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174816 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -18996146.000000 Penalty: 3924.230713
	Iteration 13Q: 3 clusters Score -1.899615e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174825 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -18996170.000000 Penalty: 3924.230713
	Iteration 14Q: 3 clusters Score -1.899617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174826 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18996188.000000 Penalty: 3924.230713
	Iteration 15Q: 3 clusters Score -1.899619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174825 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -18996186.000000 Penalty: 3924.230713
	Iteration 16Q: 3 clusters Score -1.899619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174827 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -18996194.000000 Penalty: 3924.230713
	Iteration 17Q: 3 clusters Score -1.899619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174826 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18996202.000000 Penalty: 3924.230713
	Iteration 18Q: 3 clusters Score -1.89962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -18996214.000000 Penalty: 3924.230713
	Iteration 19Q: 3 clusters Score -1.899621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174825 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -18996222.000000 Penalty: 3924.230713
	Iteration 20F: 3 clusters Score -1.899622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174828 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -18996210.000000 Penalty: 3924.230713
	Iteration 21Q: 3 clusters Score -1.899621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174830 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18996206.000000 Penalty: 3924.230713
	Iteration 22Q: 3 clusters Score -1.899621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174830 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18996208.000000 Penalty: 3924.230713
	Iteration 23Q: 3 clusters Score -1.899621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18996202.000000 Penalty: 3924.230713
	Iteration 24Q: 3 clusters Score -1.89962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18996206.000000 Penalty: 3924.230713
	Iteration 25Q: 3 clusters Score -1.899621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174835 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18996224.000000 Penalty: 3924.230713
	Iteration 26Q: 3 clusters Score -1.899622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18996224.000000 Penalty: 3924.230713
	Iteration 27Q: 3 clusters Score -1.899622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18996226.000000 Penalty: 3924.230713
	Iteration 28Q: 3 clusters Score -1.899623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174834 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18996230.000000 Penalty: 3924.230713
	Iteration 29Q: 3 clusters Score -1.899623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174834 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18996244.000000 Penalty: 3924.230713
	Iteration 30Q: 3 clusters Score -1.899624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18996246.000000 Penalty: 3924.230713
	Iteration 31Q: 3 clusters Score -1.899625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18996246.000000 Penalty: 3924.230713
	Iteration 32F: 3 clusters Score -1.899625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Entering Unmasked Estep 
Score: -5050589.000000 Penalty: 1744.611450
	Iteration 0F: 2 clusters Score -5050589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -5020030.500000 Penalty: 3489.222900
	Iteration 0F: 3 clusters Score -5020030 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5032170.500000 Penalty: 3489.222900
	Iteration 1F: 3 clusters Score -5032170 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5032844.000000 Penalty: 3489.222900
	Iteration 2Q: 3 clusters Score -5032844 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -5033679.000000 Penalty: 3489.222900
	Iteration 3Q: 3 clusters Score -5033679 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -5034800.500000 Penalty: 3489.222900
	Iteration 4F: 3 clusters Score -5034800 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -5036452.000000 Penalty: 3489.222900
	Iteration 5F: 3 clusters Score -5036452 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -5038679.000000 Penalty: 3489.222900
	Iteration 6F: 3 clusters Score -5038679 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -5041196.000000 Penalty: 3489.222900
	Iteration 7F: 3 clusters Score -5041196 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -5043045.000000 Penalty: 3489.222900
	Iteration 8F: 3 clusters Score -5043045 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -5043914.500000 Penalty: 3489.222900
	Iteration 9Q: 3 clusters Score -5043914 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5044294.500000 Penalty: 3489.222900
	Iteration 10Q: 3 clusters Score -5044294 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -5044502.000000 Penalty: 3489.222900
	Iteration 11Q: 3 clusters Score -5044502 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5044678.000000 Penalty: 3489.222900
	Iteration 12Q: 3 clusters Score -5044678 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5044842.500000 Penalty: 3489.222900
	Iteration 13Q: 3 clusters Score -5044842 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -5045057.000000 Penalty: 3489.222900
	Iteration 14Q: 3 clusters Score -5045057 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5045233.000000 Penalty: 3489.222900
	Iteration 15Q: 3 clusters Score -5045233 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -5045371.000000 Penalty: 3489.222900
	Iteration 16Q: 3 clusters Score -5045371 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -5045599.000000 Penalty: 3489.222900
	Iteration 17Q: 3 clusters Score -5045599 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -5045783.500000 Penalty: 3489.222900
	Iteration 18Q: 3 clusters Score -5045784 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -5045967.500000 Penalty: 3489.222900
	Iteration 19Q: 3 clusters Score -5045968 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -5046174.000000 Penalty: 3489.222900
	Iteration 20F: 3 clusters Score -5046174 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -5046352.000000 Penalty: 3489.222900
	Iteration 21Q: 3 clusters Score -5046352 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -5046543.000000 Penalty: 3489.222900
	Iteration 22Q: 3 clusters Score -5046543 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -5046728.000000 Penalty: 3489.222900
	Iteration 23Q: 3 clusters Score -5046728 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -5046973.000000 Penalty: 3489.222900
	Iteration 24Q: 3 clusters Score -5046973 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5047169.500000 Penalty: 3489.222900
	Iteration 25Q: 3 clusters Score -5047170 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5047416.500000 Penalty: 3489.222900
	Iteration 26Q: 3 clusters Score -5047416 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -5047600.500000 Penalty: 3489.222900
	Iteration 27Q: 3 clusters Score -5047600 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -5047760.000000 Penalty: 3489.222900
	Iteration 28Q: 3 clusters Score -5047760 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5047938.500000 Penalty: 3489.222900
	Iteration 29Q: 3 clusters Score -5047938 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5048102.000000 Penalty: 3489.222900
	Iteration 30Q: 3 clusters Score -5048102 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5048266.500000 Penalty: 3489.222900
	Iteration 31Q: 3 clusters Score -5048266 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5048427.000000 Penalty: 3489.222900
	Iteration 32Q: 3 clusters Score -5048427 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5048523.500000 Penalty: 3489.222900
	Iteration 33Q: 3 clusters Score -5048524 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5048635.500000 Penalty: 3489.222900
	Iteration 34Q: 3 clusters Score -5048636 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5048774.500000 Penalty: 3489.222900
	Iteration 35Q: 3 clusters Score -5048774 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5048854.500000 Penalty: 3489.222900
	Iteration 36Q: 3 clusters Score -5048854 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5048955.000000 Penalty: 3489.222900
	Iteration 37Q: 3 clusters Score -5048955 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5049012.500000 Penalty: 3489.222900
	Iteration 38Q: 3 clusters Score -5049012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5049058.000000 Penalty: 3489.222900
	Iteration 39Q: 3 clusters Score -5049058 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5049097.500000 Penalty: 3489.222900
	Iteration 40F: 3 clusters Score -5049098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5049126.500000 Penalty: 3489.222900
	Iteration 41Q: 3 clusters Score -5049126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5049140.000000 Penalty: 3489.222900
	Iteration 42Q: 3 clusters Score -5049140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5049161.500000 Penalty: 3489.222900
	Iteration 43Q: 3 clusters Score -5049162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5049185.500000 Penalty: 3489.222900
	Iteration 44Q: 3 clusters Score -5049186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5049205.500000 Penalty: 3489.222900
	Iteration 45Q: 3 clusters Score -5049206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5049216.000000 Penalty: 3489.222900
	Iteration 46Q: 3 clusters Score -5049216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5049245.000000 Penalty: 3489.222900
	Iteration 47Q: 3 clusters Score -5049245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5049249.500000 Penalty: 3489.222900
	Iteration 48Q: 3 clusters Score -5049250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5049265.000000 Penalty: 3489.222900
	Iteration 49Q: 3 clusters Score -5049265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5049275.500000 Penalty: 3489.222900
	Iteration 50Q: 3 clusters Score -5049276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5049290.500000 Penalty: 3489.222900
	Iteration 51Q: 3 clusters Score -5049290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5049296.000000 Penalty: 3489.222900
	Iteration 52Q: 3 clusters Score -5049296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5049292.500000 Penalty: 3489.222900
	Iteration 53Q: 3 clusters Score -5049292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5049303.000000 Penalty: 3489.222900
	Iteration 54Q: 3 clusters Score -5049303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5049301.500000 Penalty: 3489.222900
	Iteration 55Q: 3 clusters Score -5049302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5049304.500000 Penalty: 3489.222900
	Iteration 56Q: 3 clusters Score -5049304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5049305.000000 Penalty: 3489.222900
	Iteration 57Q: 3 clusters Score -5049305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5049301.500000 Penalty: 3489.222900
	Iteration 58Q: 3 clusters Score -5049302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5049305.000000 Penalty: 3489.222900
	Iteration 59Q: 3 clusters Score -5049305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5049305.000000 Penalty: 3489.222900
	Iteration 60F: 3 clusters Score -5049305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -391819.000000 Penalty: 1333.348022
	Iteration 0F: 2 clusters Score -391819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -388698.968750 Penalty: 2666.696045
	Iteration 0F: 3 clusters Score -388699 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -389483.375000 Penalty: 2666.696045
	Iteration 1F: 3 clusters Score -389483.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -389659.937500 Penalty: 2666.696045
	Iteration 2F: 3 clusters Score -389659.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -389776.375000 Penalty: 2666.696045
	Iteration 3F: 3 clusters Score -389776.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -389851.031250 Penalty: 2666.696045
	Iteration 4Q: 3 clusters Score -389851 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -389904.250000 Penalty: 2666.696045
	Iteration 5Q: 3 clusters Score -389904.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -389950.937500 Penalty: 2666.696045
	Iteration 6Q: 3 clusters Score -389950.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -389980.375000 Penalty: 2666.696045
	Iteration 7Q: 3 clusters Score -389980.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -390007.062500 Penalty: 2666.696045
	Iteration 8Q: 3 clusters Score -390007.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -390026.000000 Penalty: 2666.696045
	Iteration 9Q: 3 clusters Score -390026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -390042.437500 Penalty: 2666.696045
	Iteration 10Q: 3 clusters Score -390042.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -390059.875000 Penalty: 2666.696045
	Iteration 11Q: 3 clusters Score -390059.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -390076.312500 Penalty: 2666.696045
	Iteration 12Q: 3 clusters Score -390076.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -390087.750000 Penalty: 2666.696045
	Iteration 13Q: 3 clusters Score -390087.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -390105.375000 Penalty: 2666.696045
	Iteration 14Q: 3 clusters Score -390105.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -390124.718750 Penalty: 2666.696045
	Iteration 15Q: 3 clusters Score -390124.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -390137.000000 Penalty: 2666.696045
	Iteration 16Q: 3 clusters Score -390137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -390147.437500 Penalty: 2666.696045
	Iteration 17Q: 3 clusters Score -390147.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -390160.812500 Penalty: 2666.696045
	Iteration 18Q: 3 clusters Score -390160.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -390169.937500 Penalty: 2666.696045
	Iteration 19Q: 3 clusters Score -390169.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -390177.625000 Penalty: 2666.696045
	Iteration 20F: 3 clusters Score -390177.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -390185.750000 Penalty: 2666.696045
	Iteration 21Q: 3 clusters Score -390185.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -390194.437500 Penalty: 2666.696045
	Iteration 22Q: 3 clusters Score -390194.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -390196.968750 Penalty: 2666.696045
	Iteration 23Q: 3 clusters Score -390197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -390200.968750 Penalty: 2666.696045
	Iteration 24Q: 3 clusters Score -390201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -390203.187500 Penalty: 2666.696045
	Iteration 25Q: 3 clusters Score -390203.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -390204.812500 Penalty: 2666.696045
	Iteration 26Q: 3 clusters Score -390204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -390207.812500 Penalty: 2666.696045
	Iteration 27Q: 3 clusters Score -390207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -390209.593750 Penalty: 2666.696045
	Iteration 28Q: 3 clusters Score -390209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -390210.781250 Penalty: 2666.696045
	Iteration 29Q: 3 clusters Score -390210.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -390212.093750 Penalty: 2666.696045
	Iteration 30Q: 3 clusters Score -390212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -390214.093750 Penalty: 2666.696045
	Iteration 31Q: 3 clusters Score -390214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -390215.093750 Penalty: 2666.696045
	Iteration 32Q: 3 clusters Score -390215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -390217.687500 Penalty: 2666.696045
	Iteration 33Q: 3 clusters Score -390217.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -390230.406250 Penalty: 2666.696045
	Iteration 34Q: 3 clusters Score -390230.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -390237.156250 Penalty: 2666.696045
	Iteration 35Q: 3 clusters Score -390237.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -390243.406250 Penalty: 2666.696045
	Iteration 36Q: 3 clusters Score -390243.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -390247.687500 Penalty: 2666.696045
	Iteration 37Q: 3 clusters Score -390247.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -390251.875000 Penalty: 2666.696045
	Iteration 38Q: 3 clusters Score -390251.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -390255.031250 Penalty: 2666.696045
	Iteration 39Q: 3 clusters Score -390255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -390255.906250 Penalty: 2666.696045
	Iteration 40F: 3 clusters Score -390255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -390258.750000 Penalty: 2666.696045
	Iteration 41Q: 3 clusters Score -390258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -390261.500000 Penalty: 2666.696045
	Iteration 42Q: 3 clusters Score -390261.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -390265.687500 Penalty: 2666.696045
	Iteration 43Q: 3 clusters Score -390265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -390267.312500 Penalty: 2666.696045
	Iteration 44Q: 3 clusters Score -390267.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -390271.781250 Penalty: 2666.696045
	Iteration 45Q: 3 clusters Score -390271.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -390279.093750 Penalty: 2666.696045
	Iteration 46Q: 3 clusters Score -390279.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -390289.281250 Penalty: 2666.696045
	Iteration 47Q: 3 clusters Score -390289.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -390300.218750 Penalty: 2666.696045
	Iteration 48Q: 3 clusters Score -390300.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -390307.187500 Penalty: 2666.696045
	Iteration 49Q: 3 clusters Score -390307.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -390312.906250 Penalty: 2666.696045
	Iteration 50Q: 3 clusters Score -390312.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -390315.687500 Penalty: 2666.696045
	Iteration 51Q: 3 clusters Score -390315.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -390318.843750 Penalty: 2666.696045
	Iteration 52Q: 3 clusters Score -390318.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -390320.968750 Penalty: 2666.696045
	Iteration 53Q: 3 clusters Score -390321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -390325.375000 Penalty: 2666.696045
	Iteration 54Q: 3 clusters Score -390325.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -390330.968750 Penalty: 2666.696045
	Iteration 55Q: 3 clusters Score -390331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -390338.031250 Penalty: 2666.696045
	Iteration 56Q: 3 clusters Score -390338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -390343.750000 Penalty: 2666.696045
	Iteration 57Q: 3 clusters Score -390343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -390347.937500 Penalty: 2666.696045
	Iteration 58Q: 3 clusters Score -390347.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -390350.906250 Penalty: 2666.696045
	Iteration 59Q: 3 clusters Score -390350.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -390357.500000 Penalty: 2666.696045
	Iteration 60F: 3 clusters Score -390357.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -390360.093750 Penalty: 2666.696045
	Iteration 61Q: 3 clusters Score -390360.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -390363.093750 Penalty: 2666.696045
	Iteration 62Q: 3 clusters Score -390363.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -390367.750000 Penalty: 2666.696045
	Iteration 63Q: 3 clusters Score -390367.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -390368.625000 Penalty: 2666.696045
	Iteration 64Q: 3 clusters Score -390368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -390371.906250 Penalty: 2666.696045
	Iteration 65Q: 3 clusters Score -390371.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -390374.250000 Penalty: 2666.696045
	Iteration 66Q: 3 clusters Score -390374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -390375.906250 Penalty: 2666.696045
	Iteration 67Q: 3 clusters Score -390375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -390378.062500 Penalty: 2666.696045
	Iteration 68Q: 3 clusters Score -390378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -390379.062500 Penalty: 2666.696045
	Iteration 69Q: 3 clusters Score -390379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -390380.562500 Penalty: 2666.696045
	Iteration 70Q: 3 clusters Score -390380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -390381.468750 Penalty: 2666.696045
	Iteration 71Q: 3 clusters Score -390381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -390382.781250 Penalty: 2666.696045
	Iteration 72Q: 3 clusters Score -390382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -390383.406250 Penalty: 2666.696045
	Iteration 73Q: 3 clusters Score -390383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -390384.000000 Penalty: 2666.696045
	Iteration 74Q: 3 clusters Score -390384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -390384.750000 Penalty: 2666.696045
	Iteration 75Q: 3 clusters Score -390384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -390386.125000 Penalty: 2666.696045
	Iteration 76Q: 3 clusters Score -390386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -390386.281250 Penalty: 2666.696045
	Iteration 77Q: 3 clusters Score -390386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -390386.281250 Penalty: 2666.696045
	Iteration 78F: 3 clusters Score -390386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (105976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Entering Unmasked Estep 
Score: -11528108.000000 Penalty: 1880.282227
	Iteration 0F: 2 clusters Score -1.152811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -11457494.000000 Penalty: 3760.564453
	Iteration 0F: 3 clusters Score -1.145749e+07 nChanged 50600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -11486929.000000 Penalty: 3760.564453
	Iteration 1F: 3 clusters Score -1.148693e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -11487828.000000 Penalty: 3760.564453
	Iteration 2Q: 3 clusters Score -1.148783e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -11489016.000000 Penalty: 3760.564453
	Iteration 3Q: 3 clusters Score -1.148902e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -11490796.000000 Penalty: 3760.564453
	Iteration 4Q: 3 clusters Score -1.14908e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -11493051.000000 Penalty: 3760.564453
	Iteration 5Q: 3 clusters Score -1.149305e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -11496357.000000 Penalty: 3760.564453
	Iteration 6F: 3 clusters Score -1.149636e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -11500778.000000 Penalty: 3760.564453
	Iteration 7F: 3 clusters Score -1.150078e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -11506233.000000 Penalty: 3760.564453
	Iteration 8F: 3 clusters Score -1.150623e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -11511077.000000 Penalty: 3760.564453
	Iteration 9F: 3 clusters Score -1.151108e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -11514007.000000 Penalty: 3760.564453
	Iteration 10Q: 3 clusters Score -1.151401e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -11515514.000000 Penalty: 3760.564453
	Iteration 11Q: 3 clusters Score -1.151551e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -11516435.000000 Penalty: 3760.564453
	Iteration 12Q: 3 clusters Score -1.151644e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -11517141.000000 Penalty: 3760.564453
	Iteration 13Q: 3 clusters Score -1.151714e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -11517903.000000 Penalty: 3760.564453
	Iteration 14Q: 3 clusters Score -1.15179e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -11518601.000000 Penalty: 3760.564453
	Iteration 15Q: 3 clusters Score -1.15186e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86269 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -11519315.000000 Penalty: 3760.564453
	Iteration 16Q: 3 clusters Score -1.151932e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -11519999.000000 Penalty: 3760.564453
	Iteration 17Q: 3 clusters Score -1.152e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89876 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -11520648.000000 Penalty: 3760.564453
	Iteration 18Q: 3 clusters Score -1.152065e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -11521262.000000 Penalty: 3760.564453
	Iteration 19Q: 3 clusters Score -1.152126e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -11521981.000000 Penalty: 3760.564453
	Iteration 20F: 3 clusters Score -1.152198e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -11522557.000000 Penalty: 3760.564453
	Iteration 21Q: 3 clusters Score -1.152256e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -11523169.000000 Penalty: 3760.564453
	Iteration 22Q: 3 clusters Score -1.152317e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -11523635.000000 Penalty: 3760.564453
	Iteration 23Q: 3 clusters Score -1.152364e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -11524075.000000 Penalty: 3760.564453
	Iteration 24Q: 3 clusters Score -1.152408e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100062 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -11524511.000000 Penalty: 3760.564453
	Iteration 25Q: 3 clusters Score -1.152451e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101002 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -11524883.000000 Penalty: 3760.564453
	Iteration 26Q: 3 clusters Score -1.152488e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -11525197.000000 Penalty: 3760.564453
	Iteration 27Q: 3 clusters Score -1.15252e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -11525441.000000 Penalty: 3760.564453
	Iteration 28Q: 3 clusters Score -1.152544e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -11525735.000000 Penalty: 3760.564453
	Iteration 29Q: 3 clusters Score -1.152574e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103487 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -11525967.000000 Penalty: 3760.564453
	Iteration 30Q: 3 clusters Score -1.152597e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103837 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -11526081.000000 Penalty: 3760.564453
	Iteration 31Q: 3 clusters Score -1.152608e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -11526174.000000 Penalty: 3760.564453
	Iteration 32Q: 3 clusters Score -1.152617e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11526271.000000 Penalty: 3760.564453
	Iteration 33Q: 3 clusters Score -1.152627e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11526311.000000 Penalty: 3760.564453
	Iteration 34Q: 3 clusters Score -1.152631e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11526366.000000 Penalty: 3760.564453
	Iteration 35Q: 3 clusters Score -1.152637e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11526413.000000 Penalty: 3760.564453
	Iteration 36Q: 3 clusters Score -1.152641e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -11526455.000000 Penalty: 3760.564453
	Iteration 37Q: 3 clusters Score -1.152646e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11526482.000000 Penalty: 3760.564453
	Iteration 38Q: 3 clusters Score -1.152648e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11526497.000000 Penalty: 3760.564453
	Iteration 39Q: 3 clusters Score -1.15265e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11526516.000000 Penalty: 3760.564453
	Iteration 40F: 3 clusters Score -1.152652e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11526518.000000 Penalty: 3760.564453
	Iteration 41Q: 3 clusters Score -1.152652e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105083 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11526547.000000 Penalty: 3760.564453
	Iteration 42Q: 3 clusters Score -1.152655e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11526565.000000 Penalty: 3760.564453
	Iteration 43Q: 3 clusters Score -1.152656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11526575.000000 Penalty: 3760.564453
	Iteration 44Q: 3 clusters Score -1.152658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11526596.000000 Penalty: 3760.564453
	Iteration 45Q: 3 clusters Score -1.15266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11526600.000000 Penalty: 3760.564453
	Iteration 46Q: 3 clusters Score -1.15266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105219 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11526597.000000 Penalty: 3760.564453
	Iteration 47Q: 3 clusters Score -1.15266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11526616.000000 Penalty: 3760.564453
	Iteration 48Q: 3 clusters Score -1.152662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11526629.000000 Penalty: 3760.564453
	Iteration 49Q: 3 clusters Score -1.152663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105260 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11526651.000000 Penalty: 3760.564453
	Iteration 50Q: 3 clusters Score -1.152665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105273 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11526648.000000 Penalty: 3760.564453
	Iteration 51Q: 3 clusters Score -1.152665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11526666.000000 Penalty: 3760.564453
	Iteration 52Q: 3 clusters Score -1.152667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11526668.000000 Penalty: 3760.564453
	Iteration 53Q: 3 clusters Score -1.152667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11526679.000000 Penalty: 3760.564453
	Iteration 54Q: 3 clusters Score -1.152668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11526685.000000 Penalty: 3760.564453
	Iteration 55Q: 3 clusters Score -1.152668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11526685.000000 Penalty: 3760.564453
	Iteration 56F: 3 clusters Score -1.152668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -373637.593750 Penalty: 1333.968384
	Iteration 0F: 2 clusters Score -373637.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -370580.750000 Penalty: 2667.936768
	Iteration 0F: 3 clusters Score -370580.8 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -371577.687500 Penalty: 2667.936768
	Iteration 1F: 3 clusters Score -371577.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371873.343750 Penalty: 2667.936768
	Iteration 2F: 3 clusters Score -371873.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -372135.375000 Penalty: 2667.936768
	Iteration 3F: 3 clusters Score -372135.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -372374.656250 Penalty: 2667.936768
	Iteration 4F: 3 clusters Score -372374.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -372619.500000 Penalty: 2667.936768
	Iteration 5F: 3 clusters Score -372619.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -372816.812500 Penalty: 2667.936768
	Iteration 6F: 3 clusters Score -372816.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -372921.031250 Penalty: 2667.936768
	Iteration 7Q: 3 clusters Score -372921 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -373004.593750 Penalty: 2667.936768
	Iteration 8Q: 3 clusters Score -373004.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -373077.468750 Penalty: 2667.936768
	Iteration 9Q: 3 clusters Score -373077.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -373135.156250 Penalty: 2667.936768
	Iteration 10Q: 3 clusters Score -373135.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -373166.093750 Penalty: 2667.936768
	Iteration 11Q: 3 clusters Score -373166.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -373194.062500 Penalty: 2667.936768
	Iteration 12Q: 3 clusters Score -373194.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -373209.500000 Penalty: 2667.936768
	Iteration 13Q: 3 clusters Score -373209.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -373220.062500 Penalty: 2667.936768
	Iteration 14Q: 3 clusters Score -373220.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -373227.781250 Penalty: 2667.936768
	Iteration 15Q: 3 clusters Score -373227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -373232.125000 Penalty: 2667.936768
	Iteration 16Q: 3 clusters Score -373232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -373234.875000 Penalty: 2667.936768
	Iteration 17Q: 3 clusters Score -373234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -373236.156250 Penalty: 2667.936768
	Iteration 18Q: 3 clusters Score -373236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -373237.781250 Penalty: 2667.936768
	Iteration 19Q: 3 clusters Score -373237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -373239.343750 Penalty: 2667.936768
	Iteration 20F: 3 clusters Score -373239.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -373240.593750 Penalty: 2667.936768
	Iteration 21Q: 3 clusters Score -373240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -373241.750000 Penalty: 2667.936768
	Iteration 22Q: 3 clusters Score -373241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -373244.000000 Penalty: 2667.936768
	Iteration 23Q: 3 clusters Score -373244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -373243.843750 Penalty: 2667.936768
	Iteration 24Q: 3 clusters Score -373243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -373243.562500 Penalty: 2667.936768
	Iteration 25Q: 3 clusters Score -373243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -373243.968750 Penalty: 2667.936768
	Iteration 26Q: 3 clusters Score -373244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -373244.593750 Penalty: 2667.936768
	Iteration 27Q: 3 clusters Score -373244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -373244.562500 Penalty: 2667.936768
	Iteration 28Q: 3 clusters Score -373244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -373246.562500 Penalty: 2667.936768
	Iteration 29Q: 3 clusters Score -373246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -373249.718750 Penalty: 2667.936768
	Iteration 30Q: 3 clusters Score -373249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -373252.312500 Penalty: 2667.936768
	Iteration 31Q: 3 clusters Score -373252.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -373253.343750 Penalty: 2667.936768
	Iteration 32Q: 3 clusters Score -373253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -373254.468750 Penalty: 2667.936768
	Iteration 33Q: 3 clusters Score -373254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -373255.781250 Penalty: 2667.936768
	Iteration 34Q: 3 clusters Score -373255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -373257.343750 Penalty: 2667.936768
	Iteration 35Q: 3 clusters Score -373257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -373258.281250 Penalty: 2667.936768
	Iteration 36Q: 3 clusters Score -373258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -373259.312500 Penalty: 2667.936768
	Iteration 37Q: 3 clusters Score -373259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -373260.656250 Penalty: 2667.936768
	Iteration 38Q: 3 clusters Score -373260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -373261.218750 Penalty: 2667.936768
	Iteration 39Q: 3 clusters Score -373261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -373261.593750 Penalty: 2667.936768
	Iteration 40F: 3 clusters Score -373261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -373261.937500 Penalty: 2667.936768
	Iteration 41Q: 3 clusters Score -373261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -373262.593750 Penalty: 2667.936768
	Iteration 42Q: 3 clusters Score -373262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -373263.500000 Penalty: 2667.936768
	Iteration 43Q: 3 clusters Score -373263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -373263.937500 Penalty: 2667.936768
	Iteration 44Q: 3 clusters Score -373263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -373264.843750 Penalty: 2667.936768
	Iteration 45Q: 3 clusters Score -373264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -373265.281250 Penalty: 2667.936768
	Iteration 46Q: 3 clusters Score -373265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -373266.000000 Penalty: 2667.936768
	Iteration 47Q: 3 clusters Score -373266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -373266.593750 Penalty: 2667.936768
	Iteration 48Q: 3 clusters Score -373266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -373266.593750 Penalty: 2667.936768
	Iteration 49F: 3 clusters Score -373266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Entering Unmasked Estep 
Score: -5987140.500000 Penalty: 1772.358032
	Iteration 0F: 2 clusters Score -5987140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5950765.500000 Penalty: 3544.716064
	Iteration 0F: 3 clusters Score -5950766 nChanged 25653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -5965169.000000 Penalty: 3544.716064
	Iteration 1F: 3 clusters Score -5965169 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -5965698.500000 Penalty: 3544.716064
	Iteration 2Q: 3 clusters Score -5965698 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -5966277.000000 Penalty: 3544.716064
	Iteration 3Q: 3 clusters Score -5966277 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -5967135.500000 Penalty: 3544.716064
	Iteration 4Q: 3 clusters Score -5967136 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -5968372.500000 Penalty: 3544.716064
	Iteration 5Q: 3 clusters Score -5968372 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5970300.500000 Penalty: 3544.716064
	Iteration 6F: 3 clusters Score -5970300 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5973013.000000 Penalty: 3544.716064
	Iteration 7F: 3 clusters Score -5973013 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5976220.500000 Penalty: 3544.716064
	Iteration 8F: 3 clusters Score -5976220 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -5979179.000000 Penalty: 3544.716064
	Iteration 9F: 3 clusters Score -5979179 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -5981526.500000 Penalty: 3544.716064
	Iteration 10Q: 3 clusters Score -5981526 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -5983106.000000 Penalty: 3544.716064
	Iteration 11Q: 3 clusters Score -5983106 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -5984082.500000 Penalty: 3544.716064
	Iteration 12Q: 3 clusters Score -5984082 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -5984675.500000 Penalty: 3544.716064
	Iteration 13Q: 3 clusters Score -5984676 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -5985043.500000 Penalty: 3544.716064
	Iteration 14Q: 3 clusters Score -5985044 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -5985254.000000 Penalty: 3544.716064
	Iteration 15Q: 3 clusters Score -5985254 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -5985363.000000 Penalty: 3544.716064
	Iteration 16Q: 3 clusters Score -5985363 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -5985431.000000 Penalty: 3544.716064
	Iteration 17Q: 3 clusters Score -5985431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -5985485.000000 Penalty: 3544.716064
	Iteration 18Q: 3 clusters Score -5985485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -5985509.500000 Penalty: 3544.716064
	Iteration 19Q: 3 clusters Score -5985510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -5985529.000000 Penalty: 3544.716064
	Iteration 20F: 3 clusters Score -5985529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -5985531.500000 Penalty: 3544.716064
	Iteration 21Q: 3 clusters Score -5985532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -5985543.000000 Penalty: 3544.716064
	Iteration 22Q: 3 clusters Score -5985543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -5985539.000000 Penalty: 3544.716064
	Iteration 23Q: 3 clusters Score -5985539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -5985542.500000 Penalty: 3544.716064
	Iteration 24Q: 3 clusters Score -5985542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -5985542.500000 Penalty: 3544.716064
	Iteration 25F: 3 clusters Score -5985542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Entering Unmasked Estep 
Score: -19110198.000000 Penalty: 1962.880981
	Iteration 0F: 2 clusters Score -1.91102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -18994960.000000 Penalty: 3925.761963
	Iteration 0F: 3 clusters Score -1.899496e+07 nChanged 84996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91901 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -19045252.000000 Penalty: 3925.761963
	Iteration 1F: 3 clusters Score -1.904525e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94360 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -19046604.000000 Penalty: 3925.761963
	Iteration 2Q: 3 clusters Score -1.90466e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -19048308.000000 Penalty: 3925.761963
	Iteration 3Q: 3 clusters Score -1.904831e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -19051494.000000 Penalty: 3925.761963
	Iteration 4Q: 3 clusters Score -1.905149e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -19056644.000000 Penalty: 3925.761963
	Iteration 5F: 3 clusters Score -1.905664e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123620 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -19064616.000000 Penalty: 3925.761963
	Iteration 6F: 3 clusters Score -1.906462e+07 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137050 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -19075128.000000 Penalty: 3925.761963
	Iteration 7F: 3 clusters Score -1.907513e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150785 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -19087522.000000 Penalty: 3925.761963
	Iteration 8F: 3 clusters Score -1.908752e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -19097696.000000 Penalty: 3925.761963
	Iteration 9F: 3 clusters Score -1.90977e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169429 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -19104210.000000 Penalty: 3925.761963
	Iteration 10Q: 3 clusters Score -1.910421e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173215 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -19106912.000000 Penalty: 3925.761963
	Iteration 11Q: 3 clusters Score -1.910691e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174823 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -19107906.000000 Penalty: 3925.761963
	Iteration 12Q: 3 clusters Score -1.910791e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -19108252.000000 Penalty: 3925.761963
	Iteration 13Q: 3 clusters Score -1.910825e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175690 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -19108350.000000 Penalty: 3925.761963
	Iteration 14Q: 3 clusters Score -1.910835e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175797 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19108394.000000 Penalty: 3925.761963
	Iteration 15Q: 3 clusters Score -1.910839e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175842 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19108414.000000 Penalty: 3925.761963
	Iteration 16Q: 3 clusters Score -1.910841e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175870 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19108456.000000 Penalty: 3925.761963
	Iteration 17Q: 3 clusters Score -1.910846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175890 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19108494.000000 Penalty: 3925.761963
	Iteration 18Q: 3 clusters Score -1.910849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175905 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19108528.000000 Penalty: 3925.761963
	Iteration 19Q: 3 clusters Score -1.910853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175906 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19108538.000000 Penalty: 3925.761963
	Iteration 20F: 3 clusters Score -1.910854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19108562.000000 Penalty: 3925.761963
	Iteration 21Q: 3 clusters Score -1.910856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19108566.000000 Penalty: 3925.761963
	Iteration 22Q: 3 clusters Score -1.910857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19108570.000000 Penalty: 3925.761963
	Iteration 23Q: 3 clusters Score -1.910857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19108574.000000 Penalty: 3925.761963
	Iteration 24Q: 3 clusters Score -1.910857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175918 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19108576.000000 Penalty: 3925.761963
	Iteration 25Q: 3 clusters Score -1.910858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19108578.000000 Penalty: 3925.761963
	Iteration 26Q: 3 clusters Score -1.910858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19108576.000000 Penalty: 3925.761963
	Iteration 27Q: 3 clusters Score -1.910858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19108576.000000 Penalty: 3925.761963
	Iteration 28F: 3 clusters Score -1.910858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43399 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 8 contains 35704 members 
Mstep: Class 10 contains 66729 members 
Mstep: Class 13 contains 115119 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175353 members 
Mstep: Class 17 contains 45985 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 105976 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54547 members 
Mstep: Class 23 contains 176181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846664.000000 Penalty: 33373.367188
Iteration 279Q: 16 clusters Score -9.384666e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43404 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 8 contains 35702 members 
Mstep: Class 10 contains 66734 members 
Mstep: Class 13 contains 115134 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175365 members 
Mstep: Class 17 contains 45981 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 105938 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54545 members 
Mstep: Class 23 contains 176190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846640.000000 Penalty: 33373.367188
Iteration 280F: 16 clusters Score -9.384664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43407 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 8 contains 35701 members 
Mstep: Class 10 contains 66738 members 
Mstep: Class 13 contains 115139 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175380 members 
Mstep: Class 17 contains 45979 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 105906 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54537 members 
Mstep: Class 23 contains 176208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846632.000000 Penalty: 33373.367188
Iteration 281Q: 16 clusters Score -9.384663e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43407 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 8 contains 35705 members 
Mstep: Class 10 contains 66736 members 
Mstep: Class 13 contains 115143 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175398 members 
Mstep: Class 17 contains 45979 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 105876 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54530 members 
Mstep: Class 23 contains 176222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846640.000000 Penalty: 33373.367188
Iteration 282Q: 16 clusters Score -9.384664e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43407 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 8 contains 35707 members 
Mstep: Class 10 contains 66733 members 
Mstep: Class 13 contains 115147 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175415 members 
Mstep: Class 17 contains 45977 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 105846 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54526 members 
Mstep: Class 23 contains 176235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846616.000000 Penalty: 33373.367188
Iteration 283Q: 16 clusters Score -9.384662e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43406 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 8 contains 35710 members 
Mstep: Class 10 contains 66738 members 
Mstep: Class 13 contains 115153 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175422 members 
Mstep: Class 17 contains 45973 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 105816 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54523 members 
Mstep: Class 23 contains 176249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846608.000000 Penalty: 33373.367188
Iteration 284Q: 16 clusters Score -9.384661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43408 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 8 contains 35708 members 
Mstep: Class 10 contains 66738 members 
Mstep: Class 13 contains 115159 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175441 members 
Mstep: Class 17 contains 45967 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 105773 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54523 members 
Mstep: Class 23 contains 176271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846616.000000 Penalty: 33373.367188
Iteration 285Q: 16 clusters Score -9.384662e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43414 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 8 contains 35712 members 
Mstep: Class 10 contains 66738 members 
Mstep: Class 13 contains 115169 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175458 members 
Mstep: Class 17 contains 45965 members 
Mstep: Class 18 contains 3659 members 
Mstep: Class 19 contains 105740 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54522 members 
Mstep: Class 23 contains 176274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846544.000000 Penalty: 33373.367188
Iteration 286Q: 16 clusters Score -9.384654e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 8 contains 35708 members 
Mstep: Class 10 contains 66738 members 
Mstep: Class 13 contains 115178 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175478 members 
Mstep: Class 17 contains 45961 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 105713 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54526 members 
Mstep: Class 23 contains 176280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 287Q: 16 clusters Score -9.384646e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 8 contains 35710 members 
Mstep: Class 10 contains 66737 members 
Mstep: Class 13 contains 115183 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175497 members 
Mstep: Class 17 contains 45956 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 105693 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54525 members 
Mstep: Class 23 contains 176286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846512.000000 Penalty: 33373.367188
Iteration 288Q: 16 clusters Score -9.384651e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 8 contains 35712 members 
Mstep: Class 10 contains 66734 members 
Mstep: Class 13 contains 115198 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175513 members 
Mstep: Class 17 contains 45955 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105672 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54524 members 
Mstep: Class 23 contains 176283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 289Q: 16 clusters Score -9.384644e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 8 contains 35715 members 
Mstep: Class 10 contains 66733 members 
Mstep: Class 13 contains 115209 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175529 members 
Mstep: Class 17 contains 45955 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105651 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54520 members 
Mstep: Class 23 contains 176281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846472.000000 Penalty: 33373.367188
Iteration 290Q: 16 clusters Score -9.384647e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43413 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 8 contains 35719 members 
Mstep: Class 10 contains 66735 members 
Mstep: Class 13 contains 115224 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175531 members 
Mstep: Class 17 contains 45954 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105631 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54517 members 
Mstep: Class 23 contains 176279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846480.000000 Penalty: 33373.367188
Iteration 291Q: 16 clusters Score -9.384648e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43413 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 8 contains 35723 members 
Mstep: Class 10 contains 66732 members 
Mstep: Class 13 contains 115233 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175549 members 
Mstep: Class 17 contains 45952 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105612 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54513 members 
Mstep: Class 23 contains 176278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846448.000000 Penalty: 33373.367188
Iteration 292Q: 16 clusters Score -9.384645e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 8 contains 35728 members 
Mstep: Class 10 contains 66730 members 
Mstep: Class 13 contains 115234 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175561 members 
Mstep: Class 17 contains 45950 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105600 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54511 members 
Mstep: Class 23 contains 176277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846448.000000 Penalty: 33373.367188
Iteration 293Q: 16 clusters Score -9.384645e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 8 contains 35728 members 
Mstep: Class 10 contains 66737 members 
Mstep: Class 13 contains 115246 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175569 members 
Mstep: Class 17 contains 45948 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105589 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54506 members 
Mstep: Class 23 contains 176267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846504.000000 Penalty: 33373.367188
Iteration 294Q: 16 clusters Score -9.38465e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 8 contains 35728 members 
Mstep: Class 10 contains 66735 members 
Mstep: Class 13 contains 115252 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 16 contains 175594 members 
Mstep: Class 17 contains 45943 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105573 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54501 members 
Mstep: Class 23 contains 176260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846496.000000 Penalty: 33373.367188
Iteration 295Q: 16 clusters Score -9.38465e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 8 contains 35732 members 
Mstep: Class 10 contains 66736 members 
Mstep: Class 13 contains 115253 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175610 members 
Mstep: Class 17 contains 45940 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105553 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54496 members 
Mstep: Class 23 contains 176264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846544.000000 Penalty: 33373.367188
Iteration 296Q: 16 clusters Score -9.384654e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 8 contains 35733 members 
Mstep: Class 10 contains 66738 members 
Mstep: Class 13 contains 115252 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175622 members 
Mstep: Class 17 contains 45938 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105542 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54491 members 
Mstep: Class 23 contains 176265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846416.000000 Penalty: 33373.367188
Iteration 297Q: 16 clusters Score -9.384642e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 8 contains 35735 members 
Mstep: Class 10 contains 66741 members 
Mstep: Class 13 contains 115254 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175638 members 
Mstep: Class 17 contains 45935 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 105527 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54488 members 
Mstep: Class 23 contains 176266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846432.000000 Penalty: 33373.367188
Iteration 298Q: 16 clusters Score -9.384643e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 8 contains 35735 members 
Mstep: Class 10 contains 66741 members 
Mstep: Class 13 contains 115258 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175653 members 
Mstep: Class 17 contains 45934 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 105513 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54481 members 
Mstep: Class 23 contains 176270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846392.000000 Penalty: 33373.367188
Iteration 299Q: 16 clusters Score -9.384639e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 8 contains 35734 members 
Mstep: Class 10 contains 66746 members 
Mstep: Class 13 contains 115255 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175665 members 
Mstep: Class 17 contains 45933 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 105499 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54479 members 
Mstep: Class 23 contains 176271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 300F: 16 clusters Score -9.384646e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 8 contains 35735 members 
Mstep: Class 10 contains 66749 members 
Mstep: Class 13 contains 115256 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175672 members 
Mstep: Class 17 contains 45932 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 105484 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54474 members 
Mstep: Class 23 contains 176274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846376.000000 Penalty: 33373.367188
Iteration 301Q: 16 clusters Score -9.384638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 8 contains 35737 members 
Mstep: Class 10 contains 66754 members 
Mstep: Class 13 contains 115259 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175674 members 
Mstep: Class 17 contains 45932 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 105466 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 22 contains 54472 members 
Mstep: Class 23 contains 176283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846344.000000 Penalty: 33373.367188
Iteration 302Q: 16 clusters Score -9.384634e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 8 contains 35739 members 
Mstep: Class 10 contains 66753 members 
Mstep: Class 13 contains 115270 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175680 members 
Mstep: Class 17 contains 45930 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 105445 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 22 contains 54472 members 
Mstep: Class 23 contains 176292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846360.000000 Penalty: 33373.367188
Iteration 303Q: 16 clusters Score -9.384636e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 8 contains 35740 members 
Mstep: Class 10 contains 66753 members 
Mstep: Class 13 contains 115275 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175693 members 
Mstep: Class 17 contains 45928 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 105427 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 22 contains 54471 members 
Mstep: Class 23 contains 176300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 304Q: 16 clusters Score -9.38464e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 8 contains 35741 members 
Mstep: Class 10 contains 66751 members 
Mstep: Class 13 contains 115284 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175698 members 
Mstep: Class 17 contains 45927 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 105412 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54468 members 
Mstep: Class 23 contains 176305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846424.000000 Penalty: 33373.367188
Iteration 305Q: 16 clusters Score -9.384642e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 8 contains 35741 members 
Mstep: Class 10 contains 66753 members 
Mstep: Class 13 contains 115287 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175698 members 
Mstep: Class 17 contains 45924 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105404 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54469 members 
Mstep: Class 23 contains 176308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 306Q: 16 clusters Score -9.384644e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 8 contains 35742 members 
Mstep: Class 10 contains 66753 members 
Mstep: Class 13 contains 115289 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175702 members 
Mstep: Class 17 contains 45925 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105387 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54469 members 
Mstep: Class 23 contains 176312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 307Q: 16 clusters Score -9.38464e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 8 contains 35741 members 
Mstep: Class 10 contains 66754 members 
Mstep: Class 13 contains 115291 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175704 members 
Mstep: Class 17 contains 45923 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105381 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54469 members 
Mstep: Class 23 contains 176314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 308Q: 16 clusters Score -9.38464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 8 contains 35739 members 
Mstep: Class 10 contains 66761 members 
Mstep: Class 13 contains 115292 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175713 members 
Mstep: Class 17 contains 45916 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105376 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54464 members 
Mstep: Class 23 contains 176315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846416.000000 Penalty: 33373.367188
Iteration 309Q: 16 clusters Score -9.384642e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 8 contains 35737 members 
Mstep: Class 10 contains 66763 members 
Mstep: Class 13 contains 115297 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175723 members 
Mstep: Class 17 contains 45910 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105368 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54462 members 
Mstep: Class 23 contains 176318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846448.000000 Penalty: 33373.367188
Iteration 310Q: 16 clusters Score -9.384645e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43409 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 8 contains 35735 members 
Mstep: Class 10 contains 66771 members 
Mstep: Class 13 contains 115303 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175732 members 
Mstep: Class 17 contains 45906 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105361 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54455 members 
Mstep: Class 23 contains 176320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846352.000000 Penalty: 33373.367188
Iteration 311Q: 16 clusters Score -9.384635e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 8 contains 35734 members 
Mstep: Class 10 contains 66773 members 
Mstep: Class 13 contains 115309 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175735 members 
Mstep: Class 17 contains 45908 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105348 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54445 members 
Mstep: Class 23 contains 176327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 312Q: 16 clusters Score -9.384646e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 8 contains 35734 members 
Mstep: Class 10 contains 66774 members 
Mstep: Class 13 contains 115312 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175735 members 
Mstep: Class 17 contains 45905 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105343 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54437 members 
Mstep: Class 23 contains 176327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846392.000000 Penalty: 33373.367188
Iteration 313Q: 16 clusters Score -9.384639e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 8 contains 35735 members 
Mstep: Class 10 contains 66780 members 
Mstep: Class 13 contains 115315 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175737 members 
Mstep: Class 17 contains 45903 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105327 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54432 members 
Mstep: Class 23 contains 176329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 314Q: 16 clusters Score -9.38464e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 8 contains 35739 members 
Mstep: Class 10 contains 66782 members 
Mstep: Class 13 contains 115315 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175741 members 
Mstep: Class 17 contains 45901 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105312 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54433 members 
Mstep: Class 23 contains 176330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 315Q: 16 clusters Score -9.384646e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 8 contains 35740 members 
Mstep: Class 10 contains 66785 members 
Mstep: Class 13 contains 115317 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175746 members 
Mstep: Class 17 contains 45897 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105296 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54434 members 
Mstep: Class 23 contains 176329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 316Q: 16 clusters Score -9.384646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 8 contains 35743 members 
Mstep: Class 10 contains 66788 members 
Mstep: Class 13 contains 115321 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175746 members 
Mstep: Class 17 contains 45895 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105285 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54434 members 
Mstep: Class 23 contains 176324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 317Q: 16 clusters Score -9.384644e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 8 contains 35743 members 
Mstep: Class 10 contains 66792 members 
Mstep: Class 13 contains 115324 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175743 members 
Mstep: Class 17 contains 45896 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105274 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54431 members 
Mstep: Class 23 contains 176333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 318Q: 16 clusters Score -9.384646e+07 nChanged 46
Entering ConstructFrom: 
Score: -93846464.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (48577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Entering Unmasked Estep 
Score: -5111866.000000 Penalty: 1753.522095
	Iteration 0F: 2 clusters Score -5111866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -5079323.500000 Penalty: 3507.044189
	Iteration 0F: 3 clusters Score -5079324 nChanged 22903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5092169.000000 Penalty: 3507.044189
	Iteration 1F: 3 clusters Score -5092169 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -5092616.500000 Penalty: 3507.044189
	Iteration 2Q: 3 clusters Score -5092616 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -5093070.000000 Penalty: 3507.044189
	Iteration 3Q: 3 clusters Score -5093070 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -5093567.000000 Penalty: 3507.044189
	Iteration 4Q: 3 clusters Score -5093567 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -5094128.500000 Penalty: 3507.044189
	Iteration 5Q: 3 clusters Score -5094128 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -5094675.000000 Penalty: 3507.044189
	Iteration 6Q: 3 clusters Score -5094675 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -5095304.000000 Penalty: 3507.044189
	Iteration 7Q: 3 clusters Score -5095304 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -5096081.000000 Penalty: 3507.044189
	Iteration 8Q: 3 clusters Score -5096081 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -5097124.000000 Penalty: 3507.044189
	Iteration 9Q: 3 clusters Score -5097124 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -5098462.500000 Penalty: 3507.044189
	Iteration 10Q: 3 clusters Score -5098462 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -5100005.500000 Penalty: 3507.044189
	Iteration 11F: 3 clusters Score -5100006 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -5101459.500000 Penalty: 3507.044189
	Iteration 12Q: 3 clusters Score -5101460 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -5102809.000000 Penalty: 3507.044189
	Iteration 13Q: 3 clusters Score -5102809 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5104130.000000 Penalty: 3507.044189
	Iteration 14Q: 3 clusters Score -5104130 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5105402.500000 Penalty: 3507.044189
	Iteration 15Q: 3 clusters Score -5105402 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5106464.500000 Penalty: 3507.044189
	Iteration 16Q: 3 clusters Score -5106464 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -5107358.500000 Penalty: 3507.044189
	Iteration 17Q: 3 clusters Score -5107358 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -5108004.000000 Penalty: 3507.044189
	Iteration 18Q: 3 clusters Score -5108004 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -5108480.000000 Penalty: 3507.044189
	Iteration 19Q: 3 clusters Score -5108480 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5108815.500000 Penalty: 3507.044189
	Iteration 20F: 3 clusters Score -5108816 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -5109124.000000 Penalty: 3507.044189
	Iteration 21Q: 3 clusters Score -5109124 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5109533.000000 Penalty: 3507.044189
	Iteration 22Q: 3 clusters Score -5109533 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5109855.000000 Penalty: 3507.044189
	Iteration 23Q: 3 clusters Score -5109855 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5110091.000000 Penalty: 3507.044189
	Iteration 24Q: 3 clusters Score -5110091 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -5110258.000000 Penalty: 3507.044189
	Iteration 25Q: 3 clusters Score -5110258 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5110377.000000 Penalty: 3507.044189
	Iteration 26Q: 3 clusters Score -5110377 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -5110469.500000 Penalty: 3507.044189
	Iteration 27Q: 3 clusters Score -5110470 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -5110529.500000 Penalty: 3507.044189
	Iteration 28Q: 3 clusters Score -5110530 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5110575.500000 Penalty: 3507.044189
	Iteration 29Q: 3 clusters Score -5110576 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -5110604.500000 Penalty: 3507.044189
	Iteration 30Q: 3 clusters Score -5110604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -5110628.000000 Penalty: 3507.044189
	Iteration 31Q: 3 clusters Score -5110628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -5110640.500000 Penalty: 3507.044189
	Iteration 32Q: 3 clusters Score -5110640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5110667.000000 Penalty: 3507.044189
	Iteration 33Q: 3 clusters Score -5110667 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -5110684.000000 Penalty: 3507.044189
	Iteration 34Q: 3 clusters Score -5110684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5110700.000000 Penalty: 3507.044189
	Iteration 35Q: 3 clusters Score -5110700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -5110708.500000 Penalty: 3507.044189
	Iteration 36Q: 3 clusters Score -5110708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -5110723.500000 Penalty: 3507.044189
	Iteration 37Q: 3 clusters Score -5110724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5110729.000000 Penalty: 3507.044189
	Iteration 38Q: 3 clusters Score -5110729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -5110747.000000 Penalty: 3507.044189
	Iteration 39Q: 3 clusters Score -5110747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -5110751.000000 Penalty: 3507.044189
	Iteration 40F: 3 clusters Score -5110751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -5110753.500000 Penalty: 3507.044189
	Iteration 41Q: 3 clusters Score -5110754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -5110761.500000 Penalty: 3507.044189
	Iteration 42Q: 3 clusters Score -5110762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -5110759.000000 Penalty: 3507.044189
	Iteration 43Q: 3 clusters Score -5110759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -5110760.000000 Penalty: 3507.044189
	Iteration 44Q: 3 clusters Score -5110760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -5110768.500000 Penalty: 3507.044189
	Iteration 45Q: 3 clusters Score -5110768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -5110765.000000 Penalty: 3507.044189
	Iteration 46Q: 3 clusters Score -5110765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -5110767.500000 Penalty: 3507.044189
	Iteration 47Q: 3 clusters Score -5110768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -5110783.000000 Penalty: 3507.044189
	Iteration 48Q: 3 clusters Score -5110783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -5110789.000000 Penalty: 3507.044189
	Iteration 49Q: 3 clusters Score -5110789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -5110798.000000 Penalty: 3507.044189
	Iteration 50Q: 3 clusters Score -5110798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -5110815.500000 Penalty: 3507.044189
	Iteration 51Q: 3 clusters Score -5110816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -5110811.500000 Penalty: 3507.044189
	Iteration 52Q: 3 clusters Score -5110812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -5110811.500000 Penalty: 3507.044189
	Iteration 53Q: 3 clusters Score -5110812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -5110817.000000 Penalty: 3507.044189
	Iteration 54Q: 3 clusters Score -5110817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5110818.500000 Penalty: 3507.044189
	Iteration 55Q: 3 clusters Score -5110818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -5110826.000000 Penalty: 3507.044189
	Iteration 56Q: 3 clusters Score -5110826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -5110830.500000 Penalty: 3507.044189
	Iteration 57Q: 3 clusters Score -5110830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -5110838.000000 Penalty: 3507.044189
	Iteration 58Q: 3 clusters Score -5110838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -5110845.500000 Penalty: 3507.044189
	Iteration 59Q: 3 clusters Score -5110846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -5110858.500000 Penalty: 3507.044189
	Iteration 60F: 3 clusters Score -5110858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -5110856.500000 Penalty: 3507.044189
	Iteration 61Q: 3 clusters Score -5110856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -5110857.500000 Penalty: 3507.044189
	Iteration 62Q: 3 clusters Score -5110858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5110864.000000 Penalty: 3507.044189
	Iteration 63Q: 3 clusters Score -5110864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -5110870.000000 Penalty: 3507.044189
	Iteration 64Q: 3 clusters Score -5110870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -5110866.000000 Penalty: 3507.044189
	Iteration 65Q: 3 clusters Score -5110866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -5110872.500000 Penalty: 3507.044189
	Iteration 66Q: 3 clusters Score -5110872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5110869.500000 Penalty: 3507.044189
	Iteration 67Q: 3 clusters Score -5110870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5110871.500000 Penalty: 3507.044189
	Iteration 68Q: 3 clusters Score -5110872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5110866.500000 Penalty: 3507.044189
	Iteration 69Q: 3 clusters Score -5110866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5110865.000000 Penalty: 3507.044189
	Iteration 70Q: 3 clusters Score -5110865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -5110864.500000 Penalty: 3507.044189
	Iteration 71Q: 3 clusters Score -5110864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -5110864.500000 Penalty: 3507.044189
	Iteration 72Q: 3 clusters Score -5110864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -5110865.500000 Penalty: 3507.044189
	Iteration 73Q: 3 clusters Score -5110866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -5110865.500000 Penalty: 3507.044189
	Iteration 74F: 3 clusters Score -5110866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Entering Unmasked Estep 
Score: -407479.843750 Penalty: 1343.293457
	Iteration 0F: 2 clusters Score -407479.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -404191.781250 Penalty: 2686.586914
	Iteration 0F: 3 clusters Score -404191.8 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -405015.000000 Penalty: 2686.586914
	Iteration 1F: 3 clusters Score -405015 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -405177.968750 Penalty: 2686.586914
	Iteration 2F: 3 clusters Score -405178 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -405381.687500 Penalty: 2686.586914
	Iteration 3F: 3 clusters Score -405381.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -405630.781250 Penalty: 2686.586914
	Iteration 4F: 3 clusters Score -405630.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -405733.406250 Penalty: 2686.586914
	Iteration 5Q: 3 clusters Score -405733.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -405800.843750 Penalty: 2686.586914
	Iteration 6Q: 3 clusters Score -405800.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -405853.656250 Penalty: 2686.586914
	Iteration 7Q: 3 clusters Score -405853.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -405906.281250 Penalty: 2686.586914
	Iteration 8Q: 3 clusters Score -405906.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -405951.562500 Penalty: 2686.586914
	Iteration 9Q: 3 clusters Score -405951.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -405996.531250 Penalty: 2686.586914
	Iteration 10Q: 3 clusters Score -405996.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -406033.781250 Penalty: 2686.586914
	Iteration 11Q: 3 clusters Score -406033.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -406078.031250 Penalty: 2686.586914
	Iteration 12Q: 3 clusters Score -406078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -406132.625000 Penalty: 2686.586914
	Iteration 13Q: 3 clusters Score -406132.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -406194.281250 Penalty: 2686.586914
	Iteration 14Q: 3 clusters Score -406194.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -406284.031250 Penalty: 2686.586914
	Iteration 15Q: 3 clusters Score -406284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -406440.281250 Penalty: 2686.586914
	Iteration 16Q: 3 clusters Score -406440.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -406677.281250 Penalty: 2686.586914
	Iteration 17Q: 3 clusters Score -406677.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -406965.531250 Penalty: 2686.586914
	Iteration 18Q: 3 clusters Score -406965.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -407205.281250 Penalty: 2686.586914
	Iteration 19Q: 3 clusters Score -407205.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -407529.812500 Penalty: 2686.586914
	Iteration 20F: 3 clusters Score -407529.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -407885.156250 Penalty: 2686.586914
	Iteration 21Q: 3 clusters Score -407885.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -408085.968750 Penalty: 2686.586914
	Iteration 22Q: 3 clusters Score -408086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -408252.718750 Penalty: 2686.586914
	Iteration 23Q: 3 clusters Score -408252.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -408339.312500 Penalty: 2686.586914
	Iteration 24Q: 3 clusters Score -408339.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -408362.187500 Penalty: 2686.586914
	Iteration 25Q: 3 clusters Score -408362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -408370.312500 Penalty: 2686.586914
	Iteration 26Q: 3 clusters Score -408370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -408374.281250 Penalty: 2686.586914
	Iteration 27Q: 3 clusters Score -408374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -408375.187500 Penalty: 2686.586914
	Iteration 28Q: 3 clusters Score -408375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -408376.531250 Penalty: 2686.586914
	Iteration 29Q: 3 clusters Score -408376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408378.343750 Penalty: 2686.586914
	Iteration 30Q: 3 clusters Score -408378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -408378.343750 Penalty: 2686.586914
	Iteration 31Q: 3 clusters Score -408378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -408379.031250 Penalty: 2686.586914
	Iteration 32Q: 3 clusters Score -408379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -408379.031250 Penalty: 2686.586914
	Iteration 33F: 3 clusters Score -408379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 1654 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 8 contains 35743 members 
Mstep: Class 10 contains 66795 members 
Mstep: Class 13 contains 115331 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175745 members 
Mstep: Class 17 contains 45892 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105258 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54429 members 
Mstep: Class 23 contains 176338 members 
Entering Unmasked Estep 
Score: -93846456.000000 Penalty: 35598.257812
Splitting cluster 3 changes total score from -93846464.000000 to -93846456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Entering Unmasked Estep 
Score: -4623588.500000 Penalty: 1735.254883
	Iteration 0F: 2 clusters Score -4623588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -4594704.000000 Penalty: 3470.509766
	Iteration 0F: 3 clusters Score -4594704 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -4606053.000000 Penalty: 3470.509766
	Iteration 1F: 3 clusters Score -4606053 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4606764.000000 Penalty: 3470.509766
	Iteration 2Q: 3 clusters Score -4606764 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4607686.500000 Penalty: 3470.509766
	Iteration 3F: 3 clusters Score -4607686 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4608790.000000 Penalty: 3470.509766
	Iteration 4F: 3 clusters Score -4608790 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4610067.000000 Penalty: 3470.509766
	Iteration 5F: 3 clusters Score -4610067 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4611613.500000 Penalty: 3470.509766
	Iteration 6F: 3 clusters Score -4611614 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -4613179.500000 Penalty: 3470.509766
	Iteration 7F: 3 clusters Score -4613180 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4614780.000000 Penalty: 3470.509766
	Iteration 8F: 3 clusters Score -4614780 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4616328.000000 Penalty: 3470.509766
	Iteration 9F: 3 clusters Score -4616328 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4617894.500000 Penalty: 3470.509766
	Iteration 10Q: 3 clusters Score -4617894 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -4619403.000000 Penalty: 3470.509766
	Iteration 11Q: 3 clusters Score -4619403 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4620681.000000 Penalty: 3470.509766
	Iteration 12Q: 3 clusters Score -4620681 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -4621491.500000 Penalty: 3470.509766
	Iteration 13Q: 3 clusters Score -4621492 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4621950.000000 Penalty: 3470.509766
	Iteration 14Q: 3 clusters Score -4621950 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4622223.000000 Penalty: 3470.509766
	Iteration 15Q: 3 clusters Score -4622223 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4622383.000000 Penalty: 3470.509766
	Iteration 16Q: 3 clusters Score -4622383 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4622431.500000 Penalty: 3470.509766
	Iteration 17Q: 3 clusters Score -4622432 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4622485.500000 Penalty: 3470.509766
	Iteration 18Q: 3 clusters Score -4622486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4622550.500000 Penalty: 3470.509766
	Iteration 19Q: 3 clusters Score -4622550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4622581.000000 Penalty: 3470.509766
	Iteration 20F: 3 clusters Score -4622581 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4622612.500000 Penalty: 3470.509766
	Iteration 21Q: 3 clusters Score -4622612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4622626.500000 Penalty: 3470.509766
	Iteration 22Q: 3 clusters Score -4622626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4622626.500000 Penalty: 3470.509766
	Iteration 23Q: 3 clusters Score -4622626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4622641.500000 Penalty: 3470.509766
	Iteration 24Q: 3 clusters Score -4622642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4622647.500000 Penalty: 3470.509766
	Iteration 25Q: 3 clusters Score -4622648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4622649.000000 Penalty: 3470.509766
	Iteration 26Q: 3 clusters Score -4622649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4622655.500000 Penalty: 3470.509766
	Iteration 27Q: 3 clusters Score -4622656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4622663.000000 Penalty: 3470.509766
	Iteration 28Q: 3 clusters Score -4622663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4622666.000000 Penalty: 3470.509766
	Iteration 29Q: 3 clusters Score -4622666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4622678.500000 Penalty: 3470.509766
	Iteration 30Q: 3 clusters Score -4622678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4622676.000000 Penalty: 3470.509766
	Iteration 31Q: 3 clusters Score -4622676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4622683.500000 Penalty: 3470.509766
	Iteration 32Q: 3 clusters Score -4622684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4622686.000000 Penalty: 3470.509766
	Iteration 33Q: 3 clusters Score -4622686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4622683.500000 Penalty: 3470.509766
	Iteration 34Q: 3 clusters Score -4622684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4622685.500000 Penalty: 3470.509766
	Iteration 35Q: 3 clusters Score -4622686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4622691.000000 Penalty: 3470.509766
	Iteration 36Q: 3 clusters Score -4622691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4622686.500000 Penalty: 3470.509766
	Iteration 37Q: 3 clusters Score -4622686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4622690.500000 Penalty: 3470.509766
	Iteration 38Q: 3 clusters Score -4622690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4622690.000000 Penalty: 3470.509766
	Iteration 39Q: 3 clusters Score -4622690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4622691.000000 Penalty: 3470.509766
	Iteration 40F: 3 clusters Score -4622691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4622685.000000 Penalty: 3470.509766
	Iteration 41Q: 3 clusters Score -4622685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4622692.000000 Penalty: 3470.509766
	Iteration 42Q: 3 clusters Score -4622692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4622695.500000 Penalty: 3470.509766
	Iteration 43Q: 3 clusters Score -4622696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4622695.500000 Penalty: 3470.509766
	Iteration 44F: 3 clusters Score -4622696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -369920.781250 Penalty: 1314.341431
	Iteration 0F: 2 clusters Score -369920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -367042.093750 Penalty: 2628.682861
	Iteration 0F: 3 clusters Score -367042.1 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -367743.812500 Penalty: 2628.682861
	Iteration 1F: 3 clusters Score -367743.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -367886.531250 Penalty: 2628.682861
	Iteration 2F: 3 clusters Score -367886.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -367962.000000 Penalty: 2628.682861
	Iteration 3F: 3 clusters Score -367962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -368012.968750 Penalty: 2628.682861
	Iteration 4Q: 3 clusters Score -368013 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -368051.218750 Penalty: 2628.682861
	Iteration 5Q: 3 clusters Score -368051.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -368074.437500 Penalty: 2628.682861
	Iteration 6Q: 3 clusters Score -368074.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -368090.062500 Penalty: 2628.682861
	Iteration 7Q: 3 clusters Score -368090.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -368102.968750 Penalty: 2628.682861
	Iteration 8Q: 3 clusters Score -368103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -368108.406250 Penalty: 2628.682861
	Iteration 9Q: 3 clusters Score -368108.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -368112.593750 Penalty: 2628.682861
	Iteration 10Q: 3 clusters Score -368112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -368115.093750 Penalty: 2628.682861
	Iteration 11Q: 3 clusters Score -368115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -368117.843750 Penalty: 2628.682861
	Iteration 12Q: 3 clusters Score -368117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -368120.468750 Penalty: 2628.682861
	Iteration 13Q: 3 clusters Score -368120.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -368123.062500 Penalty: 2628.682861
	Iteration 14Q: 3 clusters Score -368123.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -368127.312500 Penalty: 2628.682861
	Iteration 15Q: 3 clusters Score -368127.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -368131.281250 Penalty: 2628.682861
	Iteration 16Q: 3 clusters Score -368131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -368132.656250 Penalty: 2628.682861
	Iteration 17Q: 3 clusters Score -368132.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -368135.531250 Penalty: 2628.682861
	Iteration 18Q: 3 clusters Score -368135.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -368137.437500 Penalty: 2628.682861
	Iteration 19Q: 3 clusters Score -368137.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -368139.593750 Penalty: 2628.682861
	Iteration 20F: 3 clusters Score -368139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -368141.750000 Penalty: 2628.682861
	Iteration 21Q: 3 clusters Score -368141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -368142.781250 Penalty: 2628.682861
	Iteration 22Q: 3 clusters Score -368142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -368143.625000 Penalty: 2628.682861
	Iteration 23Q: 3 clusters Score -368143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -368144.531250 Penalty: 2628.682861
	Iteration 24Q: 3 clusters Score -368144.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -368144.468750 Penalty: 2628.682861
	Iteration 25Q: 3 clusters Score -368144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -368144.968750 Penalty: 2628.682861
	Iteration 26Q: 3 clusters Score -368145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -368146.593750 Penalty: 2628.682861
	Iteration 27Q: 3 clusters Score -368146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -368146.781250 Penalty: 2628.682861
	Iteration 28Q: 3 clusters Score -368146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -368148.468750 Penalty: 2628.682861
	Iteration 29Q: 3 clusters Score -368148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -368148.750000 Penalty: 2628.682861
	Iteration 30Q: 3 clusters Score -368148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -368150.062500 Penalty: 2628.682861
	Iteration 31Q: 3 clusters Score -368150.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -368151.968750 Penalty: 2628.682861
	Iteration 32Q: 3 clusters Score -368152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -368154.593750 Penalty: 2628.682861
	Iteration 33Q: 3 clusters Score -368154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -368155.937500 Penalty: 2628.682861
	Iteration 34Q: 3 clusters Score -368155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -368157.250000 Penalty: 2628.682861
	Iteration 35Q: 3 clusters Score -368157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -368157.250000 Penalty: 2628.682861
	Iteration 36Q: 3 clusters Score -368157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -368159.625000 Penalty: 2628.682861
	Iteration 37Q: 3 clusters Score -368159.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -368163.187500 Penalty: 2628.682861
	Iteration 38Q: 3 clusters Score -368163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -368164.562500 Penalty: 2628.682861
	Iteration 39Q: 3 clusters Score -368164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -368165.281250 Penalty: 2628.682861
	Iteration 40F: 3 clusters Score -368165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -368166.000000 Penalty: 2628.682861
	Iteration 41Q: 3 clusters Score -368166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -368167.500000 Penalty: 2628.682861
	Iteration 42Q: 3 clusters Score -368167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -368168.468750 Penalty: 2628.682861
	Iteration 43Q: 3 clusters Score -368168.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -368171.375000 Penalty: 2628.682861
	Iteration 44Q: 3 clusters Score -368171.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -368176.843750 Penalty: 2628.682861
	Iteration 45Q: 3 clusters Score -368176.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -368179.687500 Penalty: 2628.682861
	Iteration 46Q: 3 clusters Score -368179.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -368183.843750 Penalty: 2628.682861
	Iteration 47Q: 3 clusters Score -368183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -368189.031250 Penalty: 2628.682861
	Iteration 48Q: 3 clusters Score -368189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -368196.125000 Penalty: 2628.682861
	Iteration 49Q: 3 clusters Score -368196.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -368204.562500 Penalty: 2628.682861
	Iteration 50Q: 3 clusters Score -368204.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -368213.218750 Penalty: 2628.682861
	Iteration 51Q: 3 clusters Score -368213.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -368221.281250 Penalty: 2628.682861
	Iteration 52Q: 3 clusters Score -368221.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -368231.750000 Penalty: 2628.682861
	Iteration 53Q: 3 clusters Score -368231.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -368240.000000 Penalty: 2628.682861
	Iteration 54Q: 3 clusters Score -368240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -368246.656250 Penalty: 2628.682861
	Iteration 55Q: 3 clusters Score -368246.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -368252.718750 Penalty: 2628.682861
	Iteration 56Q: 3 clusters Score -368252.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -368258.437500 Penalty: 2628.682861
	Iteration 57Q: 3 clusters Score -368258.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -368266.000000 Penalty: 2628.682861
	Iteration 58Q: 3 clusters Score -368266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -368272.906250 Penalty: 2628.682861
	Iteration 59Q: 3 clusters Score -368272.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -368278.093750 Penalty: 2628.682861
	Iteration 60F: 3 clusters Score -368278.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -368290.250000 Penalty: 2628.682861
	Iteration 61Q: 3 clusters Score -368290.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -368302.531250 Penalty: 2628.682861
	Iteration 62Q: 3 clusters Score -368302.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -368315.468750 Penalty: 2628.682861
	Iteration 63Q: 3 clusters Score -368315.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -368331.625000 Penalty: 2628.682861
	Iteration 64Q: 3 clusters Score -368331.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -368341.437500 Penalty: 2628.682861
	Iteration 65Q: 3 clusters Score -368341.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -368352.718750 Penalty: 2628.682861
	Iteration 66Q: 3 clusters Score -368352.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -368362.687500 Penalty: 2628.682861
	Iteration 67Q: 3 clusters Score -368362.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -368370.000000 Penalty: 2628.682861
	Iteration 68Q: 3 clusters Score -368370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -368379.531250 Penalty: 2628.682861
	Iteration 69Q: 3 clusters Score -368379.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -368389.281250 Penalty: 2628.682861
	Iteration 70Q: 3 clusters Score -368389.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -368401.281250 Penalty: 2628.682861
	Iteration 71Q: 3 clusters Score -368401.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -368415.312500 Penalty: 2628.682861
	Iteration 72Q: 3 clusters Score -368415.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -368430.406250 Penalty: 2628.682861
	Iteration 73Q: 3 clusters Score -368430.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -368450.125000 Penalty: 2628.682861
	Iteration 74Q: 3 clusters Score -368450.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -368471.843750 Penalty: 2628.682861
	Iteration 75Q: 3 clusters Score -368471.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -368489.093750 Penalty: 2628.682861
	Iteration 76Q: 3 clusters Score -368489.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -368506.281250 Penalty: 2628.682861
	Iteration 77Q: 3 clusters Score -368506.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -368526.250000 Penalty: 2628.682861
	Iteration 78Q: 3 clusters Score -368526.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -368542.281250 Penalty: 2628.682861
	Iteration 79Q: 3 clusters Score -368542.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -368555.406250 Penalty: 2628.682861
	Iteration 80F: 3 clusters Score -368555.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -368576.437500 Penalty: 2628.682861
	Iteration 81Q: 3 clusters Score -368576.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -368593.250000 Penalty: 2628.682861
	Iteration 82Q: 3 clusters Score -368593.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -368604.093750 Penalty: 2628.682861
	Iteration 83Q: 3 clusters Score -368604.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -368614.937500 Penalty: 2628.682861
	Iteration 84Q: 3 clusters Score -368614.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -368625.937500 Penalty: 2628.682861
	Iteration 85Q: 3 clusters Score -368625.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -368638.031250 Penalty: 2628.682861
	Iteration 86Q: 3 clusters Score -368638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -368650.937500 Penalty: 2628.682861
	Iteration 87Q: 3 clusters Score -368650.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -368670.562500 Penalty: 2628.682861
	Iteration 88Q: 3 clusters Score -368670.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -368678.156250 Penalty: 2628.682861
	Iteration 89Q: 3 clusters Score -368678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -368685.156250 Penalty: 2628.682861
	Iteration 90Q: 3 clusters Score -368685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -368692.531250 Penalty: 2628.682861
	Iteration 91Q: 3 clusters Score -368692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -368701.218750 Penalty: 2628.682861
	Iteration 92Q: 3 clusters Score -368701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -368706.750000 Penalty: 2628.682861
	Iteration 93Q: 3 clusters Score -368706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -368710.000000 Penalty: 2628.682861
	Iteration 94Q: 3 clusters Score -368710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -368712.062500 Penalty: 2628.682861
	Iteration 95Q: 3 clusters Score -368712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -368712.218750 Penalty: 2628.682861
	Iteration 96Q: 3 clusters Score -368712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -368715.593750 Penalty: 2628.682861
	Iteration 97Q: 3 clusters Score -368715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -368719.250000 Penalty: 2628.682861
	Iteration 98Q: 3 clusters Score -368719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -368722.125000 Penalty: 2628.682861
	Iteration 99Q: 3 clusters Score -368722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -368724.250000 Penalty: 2628.682861
	Iteration 100F: 3 clusters Score -368724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -368724.656250 Penalty: 2628.682861
	Iteration 101Q: 3 clusters Score -368724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -368728.312500 Penalty: 2628.682861
	Iteration 102Q: 3 clusters Score -368728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -368731.343750 Penalty: 2628.682861
	Iteration 103Q: 3 clusters Score -368731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -368735.468750 Penalty: 2628.682861
	Iteration 104Q: 3 clusters Score -368735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -368738.562500 Penalty: 2628.682861
	Iteration 105Q: 3 clusters Score -368738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -368741.250000 Penalty: 2628.682861
	Iteration 106Q: 3 clusters Score -368741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -368745.250000 Penalty: 2628.682861
	Iteration 107Q: 3 clusters Score -368745.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -368749.031250 Penalty: 2628.682861
	Iteration 108Q: 3 clusters Score -368749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -368754.343750 Penalty: 2628.682861
	Iteration 109Q: 3 clusters Score -368754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -368757.312500 Penalty: 2628.682861
	Iteration 110Q: 3 clusters Score -368757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -368758.843750 Penalty: 2628.682861
	Iteration 111Q: 3 clusters Score -368758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -368760.093750 Penalty: 2628.682861
	Iteration 112Q: 3 clusters Score -368760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -368763.187500 Penalty: 2628.682861
	Iteration 113Q: 3 clusters Score -368763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -368765.343750 Penalty: 2628.682861
	Iteration 114Q: 3 clusters Score -368765.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -368765.593750 Penalty: 2628.682861
	Iteration 115Q: 3 clusters Score -368765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -368765.656250 Penalty: 2628.682861
	Iteration 116Q: 3 clusters Score -368765.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -368765.656250 Penalty: 2628.682861
	Iteration 117F: 3 clusters Score -368765.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Entering Unmasked Estep 
Score: -3921850.000000 Penalty: 1703.667847
	Iteration 0F: 2 clusters Score -3921850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3897868.750000 Penalty: 3407.335693
	Iteration 0F: 3 clusters Score -3897869 nChanged 16535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3907019.250000 Penalty: 3407.335693
	Iteration 1F: 3 clusters Score -3907019 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3907396.250000 Penalty: 3407.335693
	Iteration 2Q: 3 clusters Score -3907396 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3907747.000000 Penalty: 3407.335693
	Iteration 3Q: 3 clusters Score -3907747 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3908109.750000 Penalty: 3407.335693
	Iteration 4Q: 3 clusters Score -3908110 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3908576.750000 Penalty: 3407.335693
	Iteration 5Q: 3 clusters Score -3908577 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3909188.500000 Penalty: 3407.335693
	Iteration 6Q: 3 clusters Score -3909188 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3910068.500000 Penalty: 3407.335693
	Iteration 7Q: 3 clusters Score -3910068 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3911342.500000 Penalty: 3407.335693
	Iteration 8F: 3 clusters Score -3911342 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3913018.000000 Penalty: 3407.335693
	Iteration 9F: 3 clusters Score -3913018 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3914571.000000 Penalty: 3407.335693
	Iteration 10F: 3 clusters Score -3914571 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3915501.000000 Penalty: 3407.335693
	Iteration 11Q: 3 clusters Score -3915501 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3915910.750000 Penalty: 3407.335693
	Iteration 12Q: 3 clusters Score -3915911 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3916115.500000 Penalty: 3407.335693
	Iteration 13Q: 3 clusters Score -3916116 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3916266.250000 Penalty: 3407.335693
	Iteration 14Q: 3 clusters Score -3916266 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3916392.500000 Penalty: 3407.335693
	Iteration 15Q: 3 clusters Score -3916392 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3916508.000000 Penalty: 3407.335693
	Iteration 16Q: 3 clusters Score -3916508 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3916629.500000 Penalty: 3407.335693
	Iteration 17Q: 3 clusters Score -3916630 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3916736.500000 Penalty: 3407.335693
	Iteration 18Q: 3 clusters Score -3916736 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3916840.750000 Penalty: 3407.335693
	Iteration 19Q: 3 clusters Score -3916841 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3916964.250000 Penalty: 3407.335693
	Iteration 20F: 3 clusters Score -3916964 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3917076.250000 Penalty: 3407.335693
	Iteration 21Q: 3 clusters Score -3917076 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3917200.000000 Penalty: 3407.335693
	Iteration 22Q: 3 clusters Score -3917200 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3917309.750000 Penalty: 3407.335693
	Iteration 23Q: 3 clusters Score -3917310 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3917453.750000 Penalty: 3407.335693
	Iteration 24Q: 3 clusters Score -3917454 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3917632.500000 Penalty: 3407.335693
	Iteration 25Q: 3 clusters Score -3917632 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3917800.500000 Penalty: 3407.335693
	Iteration 26Q: 3 clusters Score -3917800 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3917995.500000 Penalty: 3407.335693
	Iteration 27Q: 3 clusters Score -3917996 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -3918229.500000 Penalty: 3407.335693
	Iteration 28Q: 3 clusters Score -3918230 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -3918448.500000 Penalty: 3407.335693
	Iteration 29Q: 3 clusters Score -3918448 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3918673.250000 Penalty: 3407.335693
	Iteration 30Q: 3 clusters Score -3918673 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -3918904.000000 Penalty: 3407.335693
	Iteration 31Q: 3 clusters Score -3918904 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3919129.500000 Penalty: 3407.335693
	Iteration 32Q: 3 clusters Score -3919130 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3919305.750000 Penalty: 3407.335693
	Iteration 33Q: 3 clusters Score -3919306 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -3919479.250000 Penalty: 3407.335693
	Iteration 34Q: 3 clusters Score -3919479 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -3919668.000000 Penalty: 3407.335693
	Iteration 35Q: 3 clusters Score -3919668 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -3919853.750000 Penalty: 3407.335693
	Iteration 36Q: 3 clusters Score -3919854 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -3920014.250000 Penalty: 3407.335693
	Iteration 37Q: 3 clusters Score -3920014 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -3920122.750000 Penalty: 3407.335693
	Iteration 38Q: 3 clusters Score -3920123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -3920208.000000 Penalty: 3407.335693
	Iteration 39Q: 3 clusters Score -3920208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -3920294.500000 Penalty: 3407.335693
	Iteration 40F: 3 clusters Score -3920294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -3920329.250000 Penalty: 3407.335693
	Iteration 41Q: 3 clusters Score -3920329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -3920366.000000 Penalty: 3407.335693
	Iteration 42Q: 3 clusters Score -3920366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -3920406.750000 Penalty: 3407.335693
	Iteration 43Q: 3 clusters Score -3920407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -3920434.500000 Penalty: 3407.335693
	Iteration 44Q: 3 clusters Score -3920434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -3920458.500000 Penalty: 3407.335693
	Iteration 45Q: 3 clusters Score -3920458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -3920465.500000 Penalty: 3407.335693
	Iteration 46Q: 3 clusters Score -3920466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -3920475.750000 Penalty: 3407.335693
	Iteration 47Q: 3 clusters Score -3920476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -3920487.000000 Penalty: 3407.335693
	Iteration 48Q: 3 clusters Score -3920487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3920486.500000 Penalty: 3407.335693
	Iteration 49Q: 3 clusters Score -3920486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -3920495.750000 Penalty: 3407.335693
	Iteration 50Q: 3 clusters Score -3920496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -3920496.750000 Penalty: 3407.335693
	Iteration 51Q: 3 clusters Score -3920497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -3920500.750000 Penalty: 3407.335693
	Iteration 52Q: 3 clusters Score -3920501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3920497.250000 Penalty: 3407.335693
	Iteration 53Q: 3 clusters Score -3920497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -3920499.250000 Penalty: 3407.335693
	Iteration 54Q: 3 clusters Score -3920499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -3920499.250000 Penalty: 3407.335693
	Iteration 55F: 3 clusters Score -3920499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Entering Unmasked Estep 
Score: -7310455.000000 Penalty: 1805.274780
	Iteration 0F: 2 clusters Score -7310455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -7265770.500000 Penalty: 3610.549561
	Iteration 0F: 3 clusters Score -7265770 nChanged 31652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -7283987.500000 Penalty: 3610.549561
	Iteration 1F: 3 clusters Score -7283988 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -7284740.000000 Penalty: 3610.549561
	Iteration 2Q: 3 clusters Score -7284740 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -7285639.500000 Penalty: 3610.549561
	Iteration 3Q: 3 clusters Score -7285640 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -7286841.000000 Penalty: 3610.549561
	Iteration 4Q: 3 clusters Score -7286841 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -7288364.000000 Penalty: 3610.549561
	Iteration 5Q: 3 clusters Score -7288364 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -7290286.000000 Penalty: 3610.549561
	Iteration 6F: 3 clusters Score -7290286 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -7292715.500000 Penalty: 3610.549561
	Iteration 7F: 3 clusters Score -7292716 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -7295585.500000 Penalty: 3610.549561
	Iteration 8F: 3 clusters Score -7295586 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -7298042.000000 Penalty: 3610.549561
	Iteration 9F: 3 clusters Score -7298042 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -7299386.000000 Penalty: 3610.549561
	Iteration 10Q: 3 clusters Score -7299386 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -7299949.000000 Penalty: 3610.549561
	Iteration 11Q: 3 clusters Score -7299949 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -7300218.500000 Penalty: 3610.549561
	Iteration 12Q: 3 clusters Score -7300218 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -7300368.500000 Penalty: 3610.549561
	Iteration 13Q: 3 clusters Score -7300368 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -7300519.500000 Penalty: 3610.549561
	Iteration 14Q: 3 clusters Score -7300520 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -7300654.000000 Penalty: 3610.549561
	Iteration 15Q: 3 clusters Score -7300654 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -7300694.000000 Penalty: 3610.549561
	Iteration 16Q: 3 clusters Score -7300694 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -7300755.500000 Penalty: 3610.549561
	Iteration 17Q: 3 clusters Score -7300756 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -7300836.000000 Penalty: 3610.549561
	Iteration 18Q: 3 clusters Score -7300836 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -7300960.000000 Penalty: 3610.549561
	Iteration 19Q: 3 clusters Score -7300960 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -7301066.500000 Penalty: 3610.549561
	Iteration 20F: 3 clusters Score -7301066 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -7301207.000000 Penalty: 3610.549561
	Iteration 21Q: 3 clusters Score -7301207 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -7301318.000000 Penalty: 3610.549561
	Iteration 22Q: 3 clusters Score -7301318 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -7301446.500000 Penalty: 3610.549561
	Iteration 23Q: 3 clusters Score -7301446 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -7301606.000000 Penalty: 3610.549561
	Iteration 24Q: 3 clusters Score -7301606 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -7301784.000000 Penalty: 3610.549561
	Iteration 25Q: 3 clusters Score -7301784 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -7301929.000000 Penalty: 3610.549561
	Iteration 26Q: 3 clusters Score -7301929 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -7302089.500000 Penalty: 3610.549561
	Iteration 27Q: 3 clusters Score -7302090 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -7302260.000000 Penalty: 3610.549561
	Iteration 28Q: 3 clusters Score -7302260 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -7302449.000000 Penalty: 3610.549561
	Iteration 29Q: 3 clusters Score -7302449 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -7302722.000000 Penalty: 3610.549561
	Iteration 30Q: 3 clusters Score -7302722 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -7302945.500000 Penalty: 3610.549561
	Iteration 31Q: 3 clusters Score -7302946 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -7303112.500000 Penalty: 3610.549561
	Iteration 32Q: 3 clusters Score -7303112 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -7303317.000000 Penalty: 3610.549561
	Iteration 33Q: 3 clusters Score -7303317 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -7303456.000000 Penalty: 3610.549561
	Iteration 34Q: 3 clusters Score -7303456 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -7303685.500000 Penalty: 3610.549561
	Iteration 35Q: 3 clusters Score -7303686 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -7303856.000000 Penalty: 3610.549561
	Iteration 36Q: 3 clusters Score -7303856 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -7304075.000000 Penalty: 3610.549561
	Iteration 37Q: 3 clusters Score -7304075 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -7304279.000000 Penalty: 3610.549561
	Iteration 38Q: 3 clusters Score -7304279 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -7304476.000000 Penalty: 3610.549561
	Iteration 39Q: 3 clusters Score -7304476 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -7304717.500000 Penalty: 3610.549561
	Iteration 40F: 3 clusters Score -7304718 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -7304999.000000 Penalty: 3610.549561
	Iteration 41Q: 3 clusters Score -7304999 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -7305257.500000 Penalty: 3610.549561
	Iteration 42Q: 3 clusters Score -7305258 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -7305558.000000 Penalty: 3610.549561
	Iteration 43Q: 3 clusters Score -7305558 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -7305834.000000 Penalty: 3610.549561
	Iteration 44Q: 3 clusters Score -7305834 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -7306144.000000 Penalty: 3610.549561
	Iteration 45Q: 3 clusters Score -7306144 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -7306412.500000 Penalty: 3610.549561
	Iteration 46Q: 3 clusters Score -7306412 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -7306734.500000 Penalty: 3610.549561
	Iteration 47Q: 3 clusters Score -7306734 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7307087.500000 Penalty: 3610.549561
	Iteration 48Q: 3 clusters Score -7307088 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -7307388.500000 Penalty: 3610.549561
	Iteration 49Q: 3 clusters Score -7307388 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7307638.500000 Penalty: 3610.549561
	Iteration 50Q: 3 clusters Score -7307638 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -7307817.500000 Penalty: 3610.549561
	Iteration 51Q: 3 clusters Score -7307818 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7307998.000000 Penalty: 3610.549561
	Iteration 52Q: 3 clusters Score -7307998 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7308133.000000 Penalty: 3610.549561
	Iteration 53Q: 3 clusters Score -7308133 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7308223.500000 Penalty: 3610.549561
	Iteration 54Q: 3 clusters Score -7308224 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7308300.000000 Penalty: 3610.549561
	Iteration 55Q: 3 clusters Score -7308300 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7308403.500000 Penalty: 3610.549561
	Iteration 56Q: 3 clusters Score -7308404 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7308464.000000 Penalty: 3610.549561
	Iteration 57Q: 3 clusters Score -7308464 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7308522.000000 Penalty: 3610.549561
	Iteration 58Q: 3 clusters Score -7308522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7308578.000000 Penalty: 3610.549561
	Iteration 59Q: 3 clusters Score -7308578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7308624.000000 Penalty: 3610.549561
	Iteration 60F: 3 clusters Score -7308624 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7308676.000000 Penalty: 3610.549561
	Iteration 61Q: 3 clusters Score -7308676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7308709.500000 Penalty: 3610.549561
	Iteration 62Q: 3 clusters Score -7308710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7308746.500000 Penalty: 3610.549561
	Iteration 63Q: 3 clusters Score -7308746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7308787.500000 Penalty: 3610.549561
	Iteration 64Q: 3 clusters Score -7308788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7308811.500000 Penalty: 3610.549561
	Iteration 65Q: 3 clusters Score -7308812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7308823.500000 Penalty: 3610.549561
	Iteration 66Q: 3 clusters Score -7308824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7308824.500000 Penalty: 3610.549561
	Iteration 67Q: 3 clusters Score -7308824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7308854.000000 Penalty: 3610.549561
	Iteration 68Q: 3 clusters Score -7308854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7308867.500000 Penalty: 3610.549561
	Iteration 69Q: 3 clusters Score -7308868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7308882.000000 Penalty: 3610.549561
	Iteration 70Q: 3 clusters Score -7308882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7308895.000000 Penalty: 3610.549561
	Iteration 71Q: 3 clusters Score -7308895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7308907.500000 Penalty: 3610.549561
	Iteration 72Q: 3 clusters Score -7308908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7308923.000000 Penalty: 3610.549561
	Iteration 73Q: 3 clusters Score -7308923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7308919.000000 Penalty: 3610.549561
	Iteration 74Q: 3 clusters Score -7308919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7308932.500000 Penalty: 3610.549561
	Iteration 75Q: 3 clusters Score -7308932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7308937.500000 Penalty: 3610.549561
	Iteration 76Q: 3 clusters Score -7308938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7308940.500000 Penalty: 3610.549561
	Iteration 77Q: 3 clusters Score -7308940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7308940.000000 Penalty: 3610.549561
	Iteration 78Q: 3 clusters Score -7308940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7308951.000000 Penalty: 3610.549561
	Iteration 79Q: 3 clusters Score -7308951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7308960.000000 Penalty: 3610.549561
	Iteration 80F: 3 clusters Score -7308960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7308962.500000 Penalty: 3610.549561
	Iteration 81Q: 3 clusters Score -7308962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7308965.500000 Penalty: 3610.549561
	Iteration 82Q: 3 clusters Score -7308966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7308960.500000 Penalty: 3610.549561
	Iteration 83Q: 3 clusters Score -7308960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7308964.500000 Penalty: 3610.549561
	Iteration 84Q: 3 clusters Score -7308964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7308968.000000 Penalty: 3610.549561
	Iteration 85Q: 3 clusters Score -7308968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7308972.500000 Penalty: 3610.549561
	Iteration 86Q: 3 clusters Score -7308972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7308968.000000 Penalty: 3610.549561
	Iteration 87Q: 3 clusters Score -7308968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7308968.000000 Penalty: 3610.549561
	Iteration 88F: 3 clusters Score -7308968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (115331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115331 members 
Entering Unmasked Estep 
Score: -12525306.000000 Penalty: 1894.028687
	Iteration 0F: 2 clusters Score -1.252531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -12448357.000000 Penalty: 3788.057373
	Iteration 0F: 3 clusters Score -1.244836e+07 nChanged 55095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -12480003.000000 Penalty: 3788.057373
	Iteration 1F: 3 clusters Score -1.248e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -12480482.000000 Penalty: 3788.057373
	Iteration 2Q: 3 clusters Score -1.248048e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -12480991.000000 Penalty: 3788.057373
	Iteration 3Q: 3 clusters Score -1.248099e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -12481636.000000 Penalty: 3788.057373
	Iteration 4Q: 3 clusters Score -1.248164e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -12482489.000000 Penalty: 3788.057373
	Iteration 5Q: 3 clusters Score -1.248249e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -12484068.000000 Penalty: 3788.057373
	Iteration 6Q: 3 clusters Score -1.248407e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -12486684.000000 Penalty: 3788.057373
	Iteration 7Q: 3 clusters Score -1.248668e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -12491084.000000 Penalty: 3788.057373
	Iteration 8F: 3 clusters Score -1.249108e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -12497958.000000 Penalty: 3788.057373
	Iteration 9F: 3 clusters Score -1.249796e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85452 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -12506507.000000 Penalty: 3788.057373
	Iteration 10F: 3 clusters Score -1.250651e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -12514060.000000 Penalty: 3788.057373
	Iteration 11F: 3 clusters Score -1.251406e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -12517683.000000 Penalty: 3788.057373
	Iteration 12Q: 3 clusters Score -1.251768e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -12519117.000000 Penalty: 3788.057373
	Iteration 13Q: 3 clusters Score -1.251912e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -12519984.000000 Penalty: 3788.057373
	Iteration 14Q: 3 clusters Score -1.251998e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -12520562.000000 Penalty: 3788.057373
	Iteration 15Q: 3 clusters Score -1.252056e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -12520998.000000 Penalty: 3788.057373
	Iteration 16Q: 3 clusters Score -1.2521e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -12521298.000000 Penalty: 3788.057373
	Iteration 17Q: 3 clusters Score -1.25213e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -12521631.000000 Penalty: 3788.057373
	Iteration 18Q: 3 clusters Score -1.252163e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -12521843.000000 Penalty: 3788.057373
	Iteration 19Q: 3 clusters Score -1.252184e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -12522019.000000 Penalty: 3788.057373
	Iteration 20F: 3 clusters Score -1.252202e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -12522127.000000 Penalty: 3788.057373
	Iteration 21Q: 3 clusters Score -1.252213e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -12522213.000000 Penalty: 3788.057373
	Iteration 22Q: 3 clusters Score -1.252221e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -12522280.000000 Penalty: 3788.057373
	Iteration 23Q: 3 clusters Score -1.252228e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100953 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -12522363.000000 Penalty: 3788.057373
	Iteration 24Q: 3 clusters Score -1.252236e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101347 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -12522452.000000 Penalty: 3788.057373
	Iteration 25Q: 3 clusters Score -1.252245e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -12522468.000000 Penalty: 3788.057373
	Iteration 26Q: 3 clusters Score -1.252247e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -12522509.000000 Penalty: 3788.057373
	Iteration 27Q: 3 clusters Score -1.252251e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -12522603.000000 Penalty: 3788.057373
	Iteration 28Q: 3 clusters Score -1.25226e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -12522647.000000 Penalty: 3788.057373
	Iteration 29Q: 3 clusters Score -1.252265e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -12522722.000000 Penalty: 3788.057373
	Iteration 30Q: 3 clusters Score -1.252272e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -12522780.000000 Penalty: 3788.057373
	Iteration 31Q: 3 clusters Score -1.252278e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -12522861.000000 Penalty: 3788.057373
	Iteration 32Q: 3 clusters Score -1.252286e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -12522936.000000 Penalty: 3788.057373
	Iteration 33Q: 3 clusters Score -1.252294e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -12522981.000000 Penalty: 3788.057373
	Iteration 34Q: 3 clusters Score -1.252298e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -12523028.000000 Penalty: 3788.057373
	Iteration 35Q: 3 clusters Score -1.252303e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -12523044.000000 Penalty: 3788.057373
	Iteration 36Q: 3 clusters Score -1.252304e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -12523088.000000 Penalty: 3788.057373
	Iteration 37Q: 3 clusters Score -1.252309e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -12523098.000000 Penalty: 3788.057373
	Iteration 38Q: 3 clusters Score -1.25231e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -12523124.000000 Penalty: 3788.057373
	Iteration 39Q: 3 clusters Score -1.252312e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -12523178.000000 Penalty: 3788.057373
	Iteration 40F: 3 clusters Score -1.252318e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -12523211.000000 Penalty: 3788.057373
	Iteration 41Q: 3 clusters Score -1.252321e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -12523255.000000 Penalty: 3788.057373
	Iteration 42Q: 3 clusters Score -1.252326e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106470 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -12523246.000000 Penalty: 3788.057373
	Iteration 43Q: 3 clusters Score -1.252325e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -12523274.000000 Penalty: 3788.057373
	Iteration 44Q: 3 clusters Score -1.252327e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106794 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -12523323.000000 Penalty: 3788.057373
	Iteration 45Q: 3 clusters Score -1.252332e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -12523322.000000 Penalty: 3788.057373
	Iteration 46Q: 3 clusters Score -1.252332e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -12523314.000000 Penalty: 3788.057373
	Iteration 47Q: 3 clusters Score -1.252331e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107191 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -12523322.000000 Penalty: 3788.057373
	Iteration 48Q: 3 clusters Score -1.252332e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -12523337.000000 Penalty: 3788.057373
	Iteration 49Q: 3 clusters Score -1.252334e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -12523360.000000 Penalty: 3788.057373
	Iteration 50Q: 3 clusters Score -1.252336e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -12523406.000000 Penalty: 3788.057373
	Iteration 51Q: 3 clusters Score -1.252341e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -12523451.000000 Penalty: 3788.057373
	Iteration 52Q: 3 clusters Score -1.252345e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -12523487.000000 Penalty: 3788.057373
	Iteration 53Q: 3 clusters Score -1.252349e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -12523524.000000 Penalty: 3788.057373
	Iteration 54Q: 3 clusters Score -1.252352e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108125 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -12523545.000000 Penalty: 3788.057373
	Iteration 55Q: 3 clusters Score -1.252354e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -12523563.000000 Penalty: 3788.057373
	Iteration 56Q: 3 clusters Score -1.252356e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108374 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -12523563.000000 Penalty: 3788.057373
	Iteration 57Q: 3 clusters Score -1.252356e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108476 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -12523577.000000 Penalty: 3788.057373
	Iteration 58Q: 3 clusters Score -1.252358e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -12523589.000000 Penalty: 3788.057373
	Iteration 59Q: 3 clusters Score -1.252359e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108638 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -12523563.000000 Penalty: 3788.057373
	Iteration 60F: 3 clusters Score -1.252356e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -12523563.000000 Penalty: 3788.057373
	Iteration 61Q: 3 clusters Score -1.252356e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108778 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -12523556.000000 Penalty: 3788.057373
	Iteration 62Q: 3 clusters Score -1.252356e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -12523563.000000 Penalty: 3788.057373
	Iteration 63Q: 3 clusters Score -1.252356e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -12523553.000000 Penalty: 3788.057373
	Iteration 64Q: 3 clusters Score -1.252355e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -12523567.000000 Penalty: 3788.057373
	Iteration 65Q: 3 clusters Score -1.252357e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109000 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -12523572.000000 Penalty: 3788.057373
	Iteration 66Q: 3 clusters Score -1.252357e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109064 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -12523575.000000 Penalty: 3788.057373
	Iteration 67Q: 3 clusters Score -1.252358e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -12523573.000000 Penalty: 3788.057373
	Iteration 68Q: 3 clusters Score -1.252357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -12523575.000000 Penalty: 3788.057373
	Iteration 69Q: 3 clusters Score -1.252358e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109219 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -12523577.000000 Penalty: 3788.057373
	Iteration 70Q: 3 clusters Score -1.252358e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109281 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -12523564.000000 Penalty: 3788.057373
	Iteration 71Q: 3 clusters Score -1.252356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109326 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -12523558.000000 Penalty: 3788.057373
	Iteration 72Q: 3 clusters Score -1.252356e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109378 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -12523544.000000 Penalty: 3788.057373
	Iteration 73Q: 3 clusters Score -1.252354e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109424 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -12523548.000000 Penalty: 3788.057373
	Iteration 74Q: 3 clusters Score -1.252355e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109479 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -12523542.000000 Penalty: 3788.057373
	Iteration 75Q: 3 clusters Score -1.252354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -12523550.000000 Penalty: 3788.057373
	Iteration 76Q: 3 clusters Score -1.252355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -12523555.000000 Penalty: 3788.057373
	Iteration 77Q: 3 clusters Score -1.252356e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109598 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -12523569.000000 Penalty: 3788.057373
	Iteration 78Q: 3 clusters Score -1.252357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109627 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -12523577.000000 Penalty: 3788.057373
	Iteration 79Q: 3 clusters Score -1.252358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -12523587.000000 Penalty: 3788.057373
	Iteration 80F: 3 clusters Score -1.252359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109680 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -12523590.000000 Penalty: 3788.057373
	Iteration 81Q: 3 clusters Score -1.252359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109706 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -12523607.000000 Penalty: 3788.057373
	Iteration 82Q: 3 clusters Score -1.252361e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -12523616.000000 Penalty: 3788.057373
	Iteration 83Q: 3 clusters Score -1.252362e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -12523644.000000 Penalty: 3788.057373
	Iteration 84Q: 3 clusters Score -1.252364e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109838 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -12523636.000000 Penalty: 3788.057373
	Iteration 85Q: 3 clusters Score -1.252364e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109880 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -12523639.000000 Penalty: 3788.057373
	Iteration 86Q: 3 clusters Score -1.252364e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -12523645.000000 Penalty: 3788.057373
	Iteration 87Q: 3 clusters Score -1.252364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109954 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -12523648.000000 Penalty: 3788.057373
	Iteration 88Q: 3 clusters Score -1.252365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109994 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -12523658.000000 Penalty: 3788.057373
	Iteration 89Q: 3 clusters Score -1.252366e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -12523679.000000 Penalty: 3788.057373
	Iteration 90Q: 3 clusters Score -1.252368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110059 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -12523687.000000 Penalty: 3788.057373
	Iteration 91Q: 3 clusters Score -1.252369e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110094 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -12523690.000000 Penalty: 3788.057373
	Iteration 92Q: 3 clusters Score -1.252369e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110133 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -12523698.000000 Penalty: 3788.057373
	Iteration 93Q: 3 clusters Score -1.25237e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -12523701.000000 Penalty: 3788.057373
	Iteration 94Q: 3 clusters Score -1.25237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110195 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -12523694.000000 Penalty: 3788.057373
	Iteration 95Q: 3 clusters Score -1.252369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -12523674.000000 Penalty: 3788.057373
	Iteration 96Q: 3 clusters Score -1.252367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -12523689.000000 Penalty: 3788.057373
	Iteration 97Q: 3 clusters Score -1.252369e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110280 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -12523701.000000 Penalty: 3788.057373
	Iteration 98Q: 3 clusters Score -1.25237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -12523692.000000 Penalty: 3788.057373
	Iteration 99Q: 3 clusters Score -1.252369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -12523707.000000 Penalty: 3788.057373
	Iteration 100F: 3 clusters Score -1.252371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -12523704.000000 Penalty: 3788.057373
	Iteration 101Q: 3 clusters Score -1.25237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -12523712.000000 Penalty: 3788.057373
	Iteration 102Q: 3 clusters Score -1.252371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -12523710.000000 Penalty: 3788.057373
	Iteration 103Q: 3 clusters Score -1.252371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -12523707.000000 Penalty: 3788.057373
	Iteration 104Q: 3 clusters Score -1.252371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -12523715.000000 Penalty: 3788.057373
	Iteration 105Q: 3 clusters Score -1.252372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -12523730.000000 Penalty: 3788.057373
	Iteration 106Q: 3 clusters Score -1.252373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110492 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -12523708.000000 Penalty: 3788.057373
	Iteration 107Q: 3 clusters Score -1.252371e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110525 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -12523725.000000 Penalty: 3788.057373
	Iteration 108Q: 3 clusters Score -1.252372e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110555 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -12523726.000000 Penalty: 3788.057373
	Iteration 109Q: 3 clusters Score -1.252373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110583 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -12523733.000000 Penalty: 3788.057373
	Iteration 110Q: 3 clusters Score -1.252373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -12523734.000000 Penalty: 3788.057373
	Iteration 111Q: 3 clusters Score -1.252373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -12523724.000000 Penalty: 3788.057373
	Iteration 112Q: 3 clusters Score -1.252372e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -12523718.000000 Penalty: 3788.057373
	Iteration 113Q: 3 clusters Score -1.252372e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110680 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -12523723.000000 Penalty: 3788.057373
	Iteration 114Q: 3 clusters Score -1.252372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -12523730.000000 Penalty: 3788.057373
	Iteration 115Q: 3 clusters Score -1.252373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -12523736.000000 Penalty: 3788.057373
	Iteration 116Q: 3 clusters Score -1.252374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -12523743.000000 Penalty: 3788.057373
	Iteration 117Q: 3 clusters Score -1.252374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110745 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -12523735.000000 Penalty: 3788.057373
	Iteration 118Q: 3 clusters Score -1.252374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110756 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -12523729.000000 Penalty: 3788.057373
	Iteration 119Q: 3 clusters Score -1.252373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -12523722.000000 Penalty: 3788.057373
	Iteration 120F: 3 clusters Score -1.252372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -12523735.000000 Penalty: 3788.057373
	Iteration 121Q: 3 clusters Score -1.252374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -12523738.000000 Penalty: 3788.057373
	Iteration 122Q: 3 clusters Score -1.252374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -12523722.000000 Penalty: 3788.057373
	Iteration 123Q: 3 clusters Score -1.252372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -12523739.000000 Penalty: 3788.057373
	Iteration 124Q: 3 clusters Score -1.252374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110825 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -12523745.000000 Penalty: 3788.057373
	Iteration 125Q: 3 clusters Score -1.252374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110835 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -12523746.000000 Penalty: 3788.057373
	Iteration 126Q: 3 clusters Score -1.252375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110841 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -12523743.000000 Penalty: 3788.057373
	Iteration 127Q: 3 clusters Score -1.252374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -12523737.000000 Penalty: 3788.057373
	Iteration 128Q: 3 clusters Score -1.252374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110868 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -12523733.000000 Penalty: 3788.057373
	Iteration 129Q: 3 clusters Score -1.252373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -12523732.000000 Penalty: 3788.057373
	Iteration 130Q: 3 clusters Score -1.252373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110886 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -12523738.000000 Penalty: 3788.057373
	Iteration 131Q: 3 clusters Score -1.252374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -12523743.000000 Penalty: 3788.057373
	Iteration 132Q: 3 clusters Score -1.252374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110914 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -12523738.000000 Penalty: 3788.057373
	Iteration 133Q: 3 clusters Score -1.252374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110925 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -12523762.000000 Penalty: 3788.057373
	Iteration 134Q: 3 clusters Score -1.252376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110931 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -12523754.000000 Penalty: 3788.057373
	Iteration 135Q: 3 clusters Score -1.252375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110938 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -12523750.000000 Penalty: 3788.057373
	Iteration 136Q: 3 clusters Score -1.252375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110948 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -12523738.000000 Penalty: 3788.057373
	Iteration 137Q: 3 clusters Score -1.252374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -12523736.000000 Penalty: 3788.057373
	Iteration 138Q: 3 clusters Score -1.252374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110958 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -12523736.000000 Penalty: 3788.057373
	Iteration 139Q: 3 clusters Score -1.252374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110963 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -12523745.000000 Penalty: 3788.057373
	Iteration 140F: 3 clusters Score -1.252374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110969 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -12523737.000000 Penalty: 3788.057373
	Iteration 141Q: 3 clusters Score -1.252374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -12523734.000000 Penalty: 3788.057373
	Iteration 142Q: 3 clusters Score -1.252373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110992 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -12523733.000000 Penalty: 3788.057373
	Iteration 143Q: 3 clusters Score -1.252373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111002 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -12523737.000000 Penalty: 3788.057373
	Iteration 144Q: 3 clusters Score -1.252374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111009 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -12523743.000000 Penalty: 3788.057373
	Iteration 145Q: 3 clusters Score -1.252374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -12523743.000000 Penalty: 3788.057373
	Iteration 146Q: 3 clusters Score -1.252374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111027 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -12523733.000000 Penalty: 3788.057373
	Iteration 147Q: 3 clusters Score -1.252373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111031 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -12523745.000000 Penalty: 3788.057373
	Iteration 148Q: 3 clusters Score -1.252374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -12523753.000000 Penalty: 3788.057373
	Iteration 149Q: 3 clusters Score -1.252375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111038 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -12523736.000000 Penalty: 3788.057373
	Iteration 150Q: 3 clusters Score -1.252374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -12523736.000000 Penalty: 3788.057373
	Iteration 151Q: 3 clusters Score -1.252374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111040 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -12523734.000000 Penalty: 3788.057373
	Iteration 152Q: 3 clusters Score -1.252373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -12523735.000000 Penalty: 3788.057373
	Iteration 153Q: 3 clusters Score -1.252374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111043 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -12523742.000000 Penalty: 3788.057373
	Iteration 154Q: 3 clusters Score -1.252374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -12523730.000000 Penalty: 3788.057373
	Iteration 155Q: 3 clusters Score -1.252373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -12523731.000000 Penalty: 3788.057373
	Iteration 156Q: 3 clusters Score -1.252373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -12523727.000000 Penalty: 3788.057373
	Iteration 157Q: 3 clusters Score -1.252373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -12523735.000000 Penalty: 3788.057373
	Iteration 158Q: 3 clusters Score -1.252374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -12523736.000000 Penalty: 3788.057373
	Iteration 159Q: 3 clusters Score -1.252374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -12523736.000000 Penalty: 3788.057373
	Iteration 160F: 3 clusters Score -1.252374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -141821.421875 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -141821.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -140123.890625 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -140123.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -140492.890625 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -140492.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140617.500000 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -140617.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140718.046875 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -140718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -140816.625000 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -140816.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -140902.531250 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -140902.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -140991.500000 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -140991.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -141076.968750 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -141077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -141242.187500 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -141242.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -141600.890625 Penalty: 2370.893311
	Iteration 9F: 3 clusters Score -141600.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -142106.656250 Penalty: 2370.893311
	Iteration 10F: 3 clusters Score -142106.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -142357.921875 Penalty: 2370.893311
	Iteration 11F: 3 clusters Score -142357.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -142458.390625 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -142458.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142485.843750 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -142485.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -142498.250000 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -142498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142501.453125 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -142501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142506.515625 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -142506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142509.234375 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -142509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142510.968750 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -142511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -142515.328125 Penalty: 2370.893311
	Iteration 19Q: 3 clusters Score -142515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -142522.718750 Penalty: 2370.893311
	Iteration 20F: 3 clusters Score -142522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -142524.265625 Penalty: 2370.893311
	Iteration 21Q: 3 clusters Score -142524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142525.171875 Penalty: 2370.893311
	Iteration 22Q: 3 clusters Score -142525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142526.187500 Penalty: 2370.893311
	Iteration 23Q: 3 clusters Score -142526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142526.187500 Penalty: 2370.893311
	Iteration 24F: 3 clusters Score -142526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 8 contains 35743 members 
Mstep: Class 10 contains 66795 members 
Mstep: Class 13 contains 115331 members 
Mstep: Class 14 contains 844 members 
Mstep: Class 16 contains 175745 members 
Mstep: Class 17 contains 45892 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105258 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54429 members 
Mstep: Class 23 contains 176338 members 
Entering Unmasked Estep 
Score: -93845832.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93846464.000000 to -93845832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (175745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175745 members 
Entering Unmasked Estep 
Score: -19039302.000000 Penalty: 1962.478149
	Iteration 0F: 2 clusters Score -1.90393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -18923446.000000 Penalty: 3924.956299
	Iteration 0F: 3 clusters Score -1.892345e+07 nChanged 84934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
Score: -18974108.000000 Penalty: 3924.956299
	Iteration 1F: 3 clusters Score -1.897411e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -18976436.000000 Penalty: 3924.956299
	Iteration 2Q: 3 clusters Score -1.897644e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -18980664.000000 Penalty: 3924.956299
	Iteration 3F: 3 clusters Score -1.898066e+07 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -18988420.000000 Penalty: 3924.956299
	Iteration 4F: 3 clusters Score -1.898842e+07 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126281 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -19000228.000000 Penalty: 3924.956299
	Iteration 5F: 3 clusters Score -1.900023e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137584 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -19013186.000000 Penalty: 3924.956299
	Iteration 6F: 3 clusters Score -1.901319e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145695 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -19023002.000000 Penalty: 3924.956299
	Iteration 7F: 3 clusters Score -1.9023e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150486 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -19027658.000000 Penalty: 3924.956299
	Iteration 8Q: 3 clusters Score -1.902766e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153865 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -19029828.000000 Penalty: 3924.956299
	Iteration 9Q: 3 clusters Score -1.902983e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156754 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -19031312.000000 Penalty: 3924.956299
	Iteration 10Q: 3 clusters Score -1.903131e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159251 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -19032368.000000 Penalty: 3924.956299
	Iteration 11Q: 3 clusters Score -1.903237e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161449 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -19033438.000000 Penalty: 3924.956299
	Iteration 12Q: 3 clusters Score -1.903344e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163383 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -19034384.000000 Penalty: 3924.956299
	Iteration 13Q: 3 clusters Score -1.903438e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165018 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -19035078.000000 Penalty: 3924.956299
	Iteration 14Q: 3 clusters Score -1.903508e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166511 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -19035734.000000 Penalty: 3924.956299
	Iteration 15Q: 3 clusters Score -1.903573e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167840 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -19036244.000000 Penalty: 3924.956299
	Iteration 16Q: 3 clusters Score -1.903624e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -19036610.000000 Penalty: 3924.956299
	Iteration 17Q: 3 clusters Score -1.903661e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169958 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -19036866.000000 Penalty: 3924.956299
	Iteration 18Q: 3 clusters Score -1.903687e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170825 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -19037180.000000 Penalty: 3924.956299
	Iteration 19Q: 3 clusters Score -1.903718e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171488 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -19037382.000000 Penalty: 3924.956299
	Iteration 20F: 3 clusters Score -1.903738e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -19037556.000000 Penalty: 3924.956299
	Iteration 21Q: 3 clusters Score -1.903756e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172529 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -19037738.000000 Penalty: 3924.956299
	Iteration 22Q: 3 clusters Score -1.903774e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172954 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -19037862.000000 Penalty: 3924.956299
	Iteration 23Q: 3 clusters Score -1.903786e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173290 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -19037910.000000 Penalty: 3924.956299
	Iteration 24Q: 3 clusters Score -1.903791e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173558 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -19037990.000000 Penalty: 3924.956299
	Iteration 25Q: 3 clusters Score -1.903799e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173758 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -19038064.000000 Penalty: 3924.956299
	Iteration 26Q: 3 clusters Score -1.903806e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -19038128.000000 Penalty: 3924.956299
	Iteration 27Q: 3 clusters Score -1.903813e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174075 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19038092.000000 Penalty: 3924.956299
	Iteration 28Q: 3 clusters Score -1.903809e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174193 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19038070.000000 Penalty: 3924.956299
	Iteration 29Q: 3 clusters Score -1.903807e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174288 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19038074.000000 Penalty: 3924.956299
	Iteration 30Q: 3 clusters Score -1.903807e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -19038076.000000 Penalty: 3924.956299
	Iteration 31Q: 3 clusters Score -1.903808e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174422 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -19038128.000000 Penalty: 3924.956299
	Iteration 32Q: 3 clusters Score -1.903813e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174468 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -19038114.000000 Penalty: 3924.956299
	Iteration 33Q: 3 clusters Score -1.903811e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174528 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19038096.000000 Penalty: 3924.956299
	Iteration 34Q: 3 clusters Score -1.90381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174561 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19038140.000000 Penalty: 3924.956299
	Iteration 35Q: 3 clusters Score -1.903814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174584 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19038136.000000 Penalty: 3924.956299
	Iteration 36Q: 3 clusters Score -1.903814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174609 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19038150.000000 Penalty: 3924.956299
	Iteration 37Q: 3 clusters Score -1.903815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174627 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19038168.000000 Penalty: 3924.956299
	Iteration 38Q: 3 clusters Score -1.903817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -19038154.000000 Penalty: 3924.956299
	Iteration 39Q: 3 clusters Score -1.903815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174664 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -19038144.000000 Penalty: 3924.956299
	Iteration 40F: 3 clusters Score -1.903814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174676 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19038126.000000 Penalty: 3924.956299
	Iteration 41Q: 3 clusters Score -1.903813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174685 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -19038140.000000 Penalty: 3924.956299
	Iteration 42Q: 3 clusters Score -1.903814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174694 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -19038152.000000 Penalty: 3924.956299
	Iteration 43Q: 3 clusters Score -1.903815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174700 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19038150.000000 Penalty: 3924.956299
	Iteration 44Q: 3 clusters Score -1.903815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174703 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19038154.000000 Penalty: 3924.956299
	Iteration 45Q: 3 clusters Score -1.903815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174704 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19038160.000000 Penalty: 3924.956299
	Iteration 46Q: 3 clusters Score -1.903816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174705 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -19038158.000000 Penalty: 3924.956299
	Iteration 47Q: 3 clusters Score -1.903816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174707 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19038140.000000 Penalty: 3924.956299
	Iteration 48Q: 3 clusters Score -1.903814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174708 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19038150.000000 Penalty: 3924.956299
	Iteration 49Q: 3 clusters Score -1.903815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -19038154.000000 Penalty: 3924.956299
	Iteration 50Q: 3 clusters Score -1.903815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174711 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19038156.000000 Penalty: 3924.956299
	Iteration 51Q: 3 clusters Score -1.903816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19038146.000000 Penalty: 3924.956299
	Iteration 52Q: 3 clusters Score -1.903815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174717 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19038126.000000 Penalty: 3924.956299
	Iteration 53Q: 3 clusters Score -1.903813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174720 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19038132.000000 Penalty: 3924.956299
	Iteration 54Q: 3 clusters Score -1.903813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174724 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -19038126.000000 Penalty: 3924.956299
	Iteration 55Q: 3 clusters Score -1.903813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174728 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19038132.000000 Penalty: 3924.956299
	Iteration 56Q: 3 clusters Score -1.903813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174731 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19038126.000000 Penalty: 3924.956299
	Iteration 57Q: 3 clusters Score -1.903813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174734 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19038132.000000 Penalty: 3924.956299
	Iteration 58Q: 3 clusters Score -1.903813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174738 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -19038122.000000 Penalty: 3924.956299
	Iteration 59Q: 3 clusters Score -1.903812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174743 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -19038118.000000 Penalty: 3924.956299
	Iteration 60F: 3 clusters Score -1.903812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174751 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -19038112.000000 Penalty: 3924.956299
	Iteration 61Q: 3 clusters Score -1.903811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174755 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19038106.000000 Penalty: 3924.956299
	Iteration 62Q: 3 clusters Score -1.903811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174758 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19038108.000000 Penalty: 3924.956299
	Iteration 63Q: 3 clusters Score -1.903811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174762 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19038104.000000 Penalty: 3924.956299
	Iteration 64Q: 3 clusters Score -1.90381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174769 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -19038100.000000 Penalty: 3924.956299
	Iteration 65Q: 3 clusters Score -1.90381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174781 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19038118.000000 Penalty: 3924.956299
	Iteration 66Q: 3 clusters Score -1.903812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174789 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -19038120.000000 Penalty: 3924.956299
	Iteration 67Q: 3 clusters Score -1.903812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174794 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -19038120.000000 Penalty: 3924.956299
	Iteration 68Q: 3 clusters Score -1.903812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174798 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19038124.000000 Penalty: 3924.956299
	Iteration 69Q: 3 clusters Score -1.903812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174799 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -19038128.000000 Penalty: 3924.956299
	Iteration 70Q: 3 clusters Score -1.903813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174804 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19038140.000000 Penalty: 3924.956299
	Iteration 71Q: 3 clusters Score -1.903814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -19038136.000000 Penalty: 3924.956299
	Iteration 72Q: 3 clusters Score -1.903814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174817 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -19038134.000000 Penalty: 3924.956299
	Iteration 73Q: 3 clusters Score -1.903813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19038136.000000 Penalty: 3924.956299
	Iteration 74Q: 3 clusters Score -1.903814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174832 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -19038134.000000 Penalty: 3924.956299
	Iteration 75Q: 3 clusters Score -1.903813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174838 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19038148.000000 Penalty: 3924.956299
	Iteration 76Q: 3 clusters Score -1.903815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174840 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19038128.000000 Penalty: 3924.956299
	Iteration 77Q: 3 clusters Score -1.903813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174846 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19038132.000000 Penalty: 3924.956299
	Iteration 78Q: 3 clusters Score -1.903813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174856 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19038136.000000 Penalty: 3924.956299
	Iteration 79Q: 3 clusters Score -1.903814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174864 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19038136.000000 Penalty: 3924.956299
	Iteration 80F: 3 clusters Score -1.903814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174868 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19038128.000000 Penalty: 3924.956299
	Iteration 81Q: 3 clusters Score -1.903813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174871 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19038142.000000 Penalty: 3924.956299
	Iteration 82Q: 3 clusters Score -1.903814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174876 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -19038132.000000 Penalty: 3924.956299
	Iteration 83Q: 3 clusters Score -1.903813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174884 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -19038134.000000 Penalty: 3924.956299
	Iteration 84Q: 3 clusters Score -1.903813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174895 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19038132.000000 Penalty: 3924.956299
	Iteration 85Q: 3 clusters Score -1.903813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174904 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -19038130.000000 Penalty: 3924.956299
	Iteration 86Q: 3 clusters Score -1.903813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19038130.000000 Penalty: 3924.956299
	Iteration 87Q: 3 clusters Score -1.903813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174919 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19038138.000000 Penalty: 3924.956299
	Iteration 88Q: 3 clusters Score -1.903814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19038150.000000 Penalty: 3924.956299
	Iteration 89Q: 3 clusters Score -1.903815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174930 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19038144.000000 Penalty: 3924.956299
	Iteration 90Q: 3 clusters Score -1.903814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174933 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19038130.000000 Penalty: 3924.956299
	Iteration 91Q: 3 clusters Score -1.903813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174936 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19038144.000000 Penalty: 3924.956299
	Iteration 92Q: 3 clusters Score -1.903814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174936 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19038144.000000 Penalty: 3924.956299
	Iteration 93F: 3 clusters Score -1.903814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Entering Unmasked Estep 
Score: -5040456.000000 Penalty: 1744.282471
	Iteration 0F: 2 clusters Score -5040456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5009782.000000 Penalty: 3488.564941
	Iteration 0F: 3 clusters Score -5009782 nChanged 21385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -5022701.000000 Penalty: 3488.564941
	Iteration 1F: 3 clusters Score -5022701 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -5023805.500000 Penalty: 3488.564941
	Iteration 2F: 3 clusters Score -5023806 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5025284.000000 Penalty: 3488.564941
	Iteration 3F: 3 clusters Score -5025284 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -5027318.000000 Penalty: 3488.564941
	Iteration 4F: 3 clusters Score -5027318 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5029759.000000 Penalty: 3488.564941
	Iteration 5F: 3 clusters Score -5029759 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -5031997.500000 Penalty: 3488.564941
	Iteration 6F: 3 clusters Score -5031998 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -5033329.000000 Penalty: 3488.564941
	Iteration 7F: 3 clusters Score -5033329 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -5033969.500000 Penalty: 3488.564941
	Iteration 8Q: 3 clusters Score -5033970 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -5034278.000000 Penalty: 3488.564941
	Iteration 9Q: 3 clusters Score -5034278 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -5034503.500000 Penalty: 3488.564941
	Iteration 10Q: 3 clusters Score -5034504 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -5034679.500000 Penalty: 3488.564941
	Iteration 11Q: 3 clusters Score -5034680 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5034836.000000 Penalty: 3488.564941
	Iteration 12Q: 3 clusters Score -5034836 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5035012.000000 Penalty: 3488.564941
	Iteration 13Q: 3 clusters Score -5035012 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5035177.000000 Penalty: 3488.564941
	Iteration 14Q: 3 clusters Score -5035177 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -5035320.500000 Penalty: 3488.564941
	Iteration 15Q: 3 clusters Score -5035320 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5035483.000000 Penalty: 3488.564941
	Iteration 16Q: 3 clusters Score -5035483 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -5035608.000000 Penalty: 3488.564941
	Iteration 17Q: 3 clusters Score -5035608 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5035750.500000 Penalty: 3488.564941
	Iteration 18Q: 3 clusters Score -5035750 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5035907.000000 Penalty: 3488.564941
	Iteration 19Q: 3 clusters Score -5035907 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -5036084.000000 Penalty: 3488.564941
	Iteration 20F: 3 clusters Score -5036084 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5036261.500000 Penalty: 3488.564941
	Iteration 21Q: 3 clusters Score -5036262 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -5036409.000000 Penalty: 3488.564941
	Iteration 22Q: 3 clusters Score -5036409 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -5036575.000000 Penalty: 3488.564941
	Iteration 23Q: 3 clusters Score -5036575 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -5036719.500000 Penalty: 3488.564941
	Iteration 24Q: 3 clusters Score -5036720 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -5036881.000000 Penalty: 3488.564941
	Iteration 25Q: 3 clusters Score -5036881 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -5037069.000000 Penalty: 3488.564941
	Iteration 26Q: 3 clusters Score -5037069 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -5037255.500000 Penalty: 3488.564941
	Iteration 27Q: 3 clusters Score -5037256 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -5037410.500000 Penalty: 3488.564941
	Iteration 28Q: 3 clusters Score -5037410 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -5037544.500000 Penalty: 3488.564941
	Iteration 29Q: 3 clusters Score -5037544 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -5037641.000000 Penalty: 3488.564941
	Iteration 30Q: 3 clusters Score -5037641 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -5037765.500000 Penalty: 3488.564941
	Iteration 31Q: 3 clusters Score -5037766 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5037883.000000 Penalty: 3488.564941
	Iteration 32Q: 3 clusters Score -5037883 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -5037994.500000 Penalty: 3488.564941
	Iteration 33Q: 3 clusters Score -5037994 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5038120.500000 Penalty: 3488.564941
	Iteration 34Q: 3 clusters Score -5038120 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5038251.500000 Penalty: 3488.564941
	Iteration 35Q: 3 clusters Score -5038252 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5038355.500000 Penalty: 3488.564941
	Iteration 36Q: 3 clusters Score -5038356 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5038459.000000 Penalty: 3488.564941
	Iteration 37Q: 3 clusters Score -5038459 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5038563.000000 Penalty: 3488.564941
	Iteration 38Q: 3 clusters Score -5038563 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5038649.000000 Penalty: 3488.564941
	Iteration 39Q: 3 clusters Score -5038649 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5038737.500000 Penalty: 3488.564941
	Iteration 40F: 3 clusters Score -5038738 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5038773.500000 Penalty: 3488.564941
	Iteration 41Q: 3 clusters Score -5038774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5038815.000000 Penalty: 3488.564941
	Iteration 42Q: 3 clusters Score -5038815 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5038875.000000 Penalty: 3488.564941
	Iteration 43Q: 3 clusters Score -5038875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5038906.000000 Penalty: 3488.564941
	Iteration 44Q: 3 clusters Score -5038906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5038933.000000 Penalty: 3488.564941
	Iteration 45Q: 3 clusters Score -5038933 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5038966.500000 Penalty: 3488.564941
	Iteration 46Q: 3 clusters Score -5038966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5038996.500000 Penalty: 3488.564941
	Iteration 47Q: 3 clusters Score -5038996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5039023.000000 Penalty: 3488.564941
	Iteration 48Q: 3 clusters Score -5039023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5039052.000000 Penalty: 3488.564941
	Iteration 49Q: 3 clusters Score -5039052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5039069.000000 Penalty: 3488.564941
	Iteration 50Q: 3 clusters Score -5039069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5039091.500000 Penalty: 3488.564941
	Iteration 51Q: 3 clusters Score -5039092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5039103.500000 Penalty: 3488.564941
	Iteration 52Q: 3 clusters Score -5039104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5039103.000000 Penalty: 3488.564941
	Iteration 53Q: 3 clusters Score -5039103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5039117.000000 Penalty: 3488.564941
	Iteration 54Q: 3 clusters Score -5039117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5039125.500000 Penalty: 3488.564941
	Iteration 55Q: 3 clusters Score -5039126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5039135.500000 Penalty: 3488.564941
	Iteration 56Q: 3 clusters Score -5039136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5039158.500000 Penalty: 3488.564941
	Iteration 57Q: 3 clusters Score -5039158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5039171.000000 Penalty: 3488.564941
	Iteration 58Q: 3 clusters Score -5039171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5039169.500000 Penalty: 3488.564941
	Iteration 59Q: 3 clusters Score -5039170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5039164.500000 Penalty: 3488.564941
	Iteration 60F: 3 clusters Score -5039164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5039171.500000 Penalty: 3488.564941
	Iteration 61Q: 3 clusters Score -5039172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5039172.500000 Penalty: 3488.564941
	Iteration 62Q: 3 clusters Score -5039172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5039176.000000 Penalty: 3488.564941
	Iteration 63Q: 3 clusters Score -5039176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5039179.500000 Penalty: 3488.564941
	Iteration 64Q: 3 clusters Score -5039180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5039185.500000 Penalty: 3488.564941
	Iteration 65Q: 3 clusters Score -5039186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5039194.500000 Penalty: 3488.564941
	Iteration 66Q: 3 clusters Score -5039194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5039197.500000 Penalty: 3488.564941
	Iteration 67Q: 3 clusters Score -5039198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5039200.500000 Penalty: 3488.564941
	Iteration 68Q: 3 clusters Score -5039200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5039204.500000 Penalty: 3488.564941
	Iteration 69Q: 3 clusters Score -5039204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5039208.500000 Penalty: 3488.564941
	Iteration 70Q: 3 clusters Score -5039208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5039205.000000 Penalty: 3488.564941
	Iteration 71Q: 3 clusters Score -5039205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5039207.000000 Penalty: 3488.564941
	Iteration 72Q: 3 clusters Score -5039207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5039212.500000 Penalty: 3488.564941
	Iteration 73Q: 3 clusters Score -5039212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5039204.500000 Penalty: 3488.564941
	Iteration 74Q: 3 clusters Score -5039204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5039201.000000 Penalty: 3488.564941
	Iteration 75Q: 3 clusters Score -5039201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5039204.500000 Penalty: 3488.564941
	Iteration 76Q: 3 clusters Score -5039204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5039204.500000 Penalty: 3488.564941
	Iteration 77F: 3 clusters Score -5039204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -391271.968750 Penalty: 1333.125854
	Iteration 0F: 2 clusters Score -391272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -388103.687500 Penalty: 2666.251709
	Iteration 0F: 3 clusters Score -388103.7 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -388899.343750 Penalty: 2666.251709
	Iteration 1F: 3 clusters Score -388899.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -389047.187500 Penalty: 2666.251709
	Iteration 2F: 3 clusters Score -389047.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -389139.843750 Penalty: 2666.251709
	Iteration 3F: 3 clusters Score -389139.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -389190.625000 Penalty: 2666.251709
	Iteration 4Q: 3 clusters Score -389190.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -389223.500000 Penalty: 2666.251709
	Iteration 5Q: 3 clusters Score -389223.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -389248.500000 Penalty: 2666.251709
	Iteration 6Q: 3 clusters Score -389248.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -389277.625000 Penalty: 2666.251709
	Iteration 7Q: 3 clusters Score -389277.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -389310.312500 Penalty: 2666.251709
	Iteration 8Q: 3 clusters Score -389310.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -389337.875000 Penalty: 2666.251709
	Iteration 9Q: 3 clusters Score -389337.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -389354.343750 Penalty: 2666.251709
	Iteration 10Q: 3 clusters Score -389354.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -389366.625000 Penalty: 2666.251709
	Iteration 11Q: 3 clusters Score -389366.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -389383.031250 Penalty: 2666.251709
	Iteration 12Q: 3 clusters Score -389383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -389404.781250 Penalty: 2666.251709
	Iteration 13Q: 3 clusters Score -389404.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -389423.718750 Penalty: 2666.251709
	Iteration 14Q: 3 clusters Score -389423.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -389437.406250 Penalty: 2666.251709
	Iteration 15Q: 3 clusters Score -389437.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -389446.093750 Penalty: 2666.251709
	Iteration 16Q: 3 clusters Score -389446.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -389454.375000 Penalty: 2666.251709
	Iteration 17Q: 3 clusters Score -389454.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -389461.406250 Penalty: 2666.251709
	Iteration 18Q: 3 clusters Score -389461.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -389464.687500 Penalty: 2666.251709
	Iteration 19Q: 3 clusters Score -389464.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -389468.531250 Penalty: 2666.251709
	Iteration 20F: 3 clusters Score -389468.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -389471.906250 Penalty: 2666.251709
	Iteration 21Q: 3 clusters Score -389471.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -389476.625000 Penalty: 2666.251709
	Iteration 22Q: 3 clusters Score -389476.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -389480.687500 Penalty: 2666.251709
	Iteration 23Q: 3 clusters Score -389480.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -389486.625000 Penalty: 2666.251709
	Iteration 24Q: 3 clusters Score -389486.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -389490.406250 Penalty: 2666.251709
	Iteration 25Q: 3 clusters Score -389490.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -389496.156250 Penalty: 2666.251709
	Iteration 26Q: 3 clusters Score -389496.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -389501.937500 Penalty: 2666.251709
	Iteration 27Q: 3 clusters Score -389501.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -389507.531250 Penalty: 2666.251709
	Iteration 28Q: 3 clusters Score -389507.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -389509.937500 Penalty: 2666.251709
	Iteration 29Q: 3 clusters Score -389509.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -389516.062500 Penalty: 2666.251709
	Iteration 30Q: 3 clusters Score -389516.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -389522.812500 Penalty: 2666.251709
	Iteration 31Q: 3 clusters Score -389522.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -389529.500000 Penalty: 2666.251709
	Iteration 32Q: 3 clusters Score -389529.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -389537.250000 Penalty: 2666.251709
	Iteration 33Q: 3 clusters Score -389537.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -389547.000000 Penalty: 2666.251709
	Iteration 34Q: 3 clusters Score -389547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -389556.156250 Penalty: 2666.251709
	Iteration 35Q: 3 clusters Score -389556.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -389567.437500 Penalty: 2666.251709
	Iteration 36Q: 3 clusters Score -389567.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -389580.218750 Penalty: 2666.251709
	Iteration 37Q: 3 clusters Score -389580.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -389590.562500 Penalty: 2666.251709
	Iteration 38Q: 3 clusters Score -389590.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -389604.343750 Penalty: 2666.251709
	Iteration 39Q: 3 clusters Score -389604.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -389620.250000 Penalty: 2666.251709
	Iteration 40F: 3 clusters Score -389620.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -389634.156250 Penalty: 2666.251709
	Iteration 41Q: 3 clusters Score -389634.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -389646.625000 Penalty: 2666.251709
	Iteration 42Q: 3 clusters Score -389646.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -389655.406250 Penalty: 2666.251709
	Iteration 43Q: 3 clusters Score -389655.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -389666.500000 Penalty: 2666.251709
	Iteration 44Q: 3 clusters Score -389666.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -389681.125000 Penalty: 2666.251709
	Iteration 45Q: 3 clusters Score -389681.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -389690.031250 Penalty: 2666.251709
	Iteration 46Q: 3 clusters Score -389690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -389700.250000 Penalty: 2666.251709
	Iteration 47Q: 3 clusters Score -389700.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -389711.500000 Penalty: 2666.251709
	Iteration 48Q: 3 clusters Score -389711.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -389720.875000 Penalty: 2666.251709
	Iteration 49Q: 3 clusters Score -389720.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -389729.968750 Penalty: 2666.251709
	Iteration 50Q: 3 clusters Score -389730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -389736.218750 Penalty: 2666.251709
	Iteration 51Q: 3 clusters Score -389736.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -389745.187500 Penalty: 2666.251709
	Iteration 52Q: 3 clusters Score -389745.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -389754.906250 Penalty: 2666.251709
	Iteration 53Q: 3 clusters Score -389754.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -389766.656250 Penalty: 2666.251709
	Iteration 54Q: 3 clusters Score -389766.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -389776.125000 Penalty: 2666.251709
	Iteration 55Q: 3 clusters Score -389776.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -389786.000000 Penalty: 2666.251709
	Iteration 56Q: 3 clusters Score -389786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -389803.625000 Penalty: 2666.251709
	Iteration 57Q: 3 clusters Score -389803.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -389820.500000 Penalty: 2666.251709
	Iteration 58Q: 3 clusters Score -389820.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -389836.593750 Penalty: 2666.251709
	Iteration 59Q: 3 clusters Score -389836.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -389861.281250 Penalty: 2666.251709
	Iteration 60F: 3 clusters Score -389861.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -389887.937500 Penalty: 2666.251709
	Iteration 61Q: 3 clusters Score -389887.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -389909.343750 Penalty: 2666.251709
	Iteration 62Q: 3 clusters Score -389909.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -389930.187500 Penalty: 2666.251709
	Iteration 63Q: 3 clusters Score -389930.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -389944.468750 Penalty: 2666.251709
	Iteration 64Q: 3 clusters Score -389944.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -389964.281250 Penalty: 2666.251709
	Iteration 65Q: 3 clusters Score -389964.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -389982.531250 Penalty: 2666.251709
	Iteration 66Q: 3 clusters Score -389982.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -390003.468750 Penalty: 2666.251709
	Iteration 67Q: 3 clusters Score -390003.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -390025.093750 Penalty: 2666.251709
	Iteration 68Q: 3 clusters Score -390025.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -390040.312500 Penalty: 2666.251709
	Iteration 69Q: 3 clusters Score -390040.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -390052.343750 Penalty: 2666.251709
	Iteration 70Q: 3 clusters Score -390052.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -390057.468750 Penalty: 2666.251709
	Iteration 71Q: 3 clusters Score -390057.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -390060.968750 Penalty: 2666.251709
	Iteration 72Q: 3 clusters Score -390061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -390064.281250 Penalty: 2666.251709
	Iteration 73Q: 3 clusters Score -390064.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -390068.031250 Penalty: 2666.251709
	Iteration 74Q: 3 clusters Score -390068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -390070.312500 Penalty: 2666.251709
	Iteration 75Q: 3 clusters Score -390070.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -390074.812500 Penalty: 2666.251709
	Iteration 76Q: 3 clusters Score -390074.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -390080.968750 Penalty: 2666.251709
	Iteration 77Q: 3 clusters Score -390081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -390087.687500 Penalty: 2666.251709
	Iteration 78Q: 3 clusters Score -390087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -390090.500000 Penalty: 2666.251709
	Iteration 79Q: 3 clusters Score -390090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -390092.156250 Penalty: 2666.251709
	Iteration 80F: 3 clusters Score -390092.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -390097.750000 Penalty: 2666.251709
	Iteration 81Q: 3 clusters Score -390097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -390103.937500 Penalty: 2666.251709
	Iteration 82Q: 3 clusters Score -390103.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -390109.656250 Penalty: 2666.251709
	Iteration 83Q: 3 clusters Score -390109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -390111.781250 Penalty: 2666.251709
	Iteration 84Q: 3 clusters Score -390111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -390113.781250 Penalty: 2666.251709
	Iteration 85Q: 3 clusters Score -390113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -390115.843750 Penalty: 2666.251709
	Iteration 86Q: 3 clusters Score -390115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -390117.656250 Penalty: 2666.251709
	Iteration 87Q: 3 clusters Score -390117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -390117.968750 Penalty: 2666.251709
	Iteration 88Q: 3 clusters Score -390118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -390119.375000 Penalty: 2666.251709
	Iteration 89Q: 3 clusters Score -390119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -390120.093750 Penalty: 2666.251709
	Iteration 90Q: 3 clusters Score -390120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -390121.843750 Penalty: 2666.251709
	Iteration 91Q: 3 clusters Score -390121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -390122.187500 Penalty: 2666.251709
	Iteration 92Q: 3 clusters Score -390122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -390123.437500 Penalty: 2666.251709
	Iteration 93Q: 3 clusters Score -390123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -390123.937500 Penalty: 2666.251709
	Iteration 94Q: 3 clusters Score -390123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -390124.343750 Penalty: 2666.251709
	Iteration 95Q: 3 clusters Score -390124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -390124.343750 Penalty: 2666.251709
	Iteration 96F: 3 clusters Score -390124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (105258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105258 members 
Entering Unmasked Estep 
Score: -11450808.000000 Penalty: 1879.177612
	Iteration 0F: 2 clusters Score -1.145081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -11380461.000000 Penalty: 3758.355225
	Iteration 0F: 3 clusters Score -1.138046e+07 nChanged 50444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -11409803.000000 Penalty: 3758.355225
	Iteration 1F: 3 clusters Score -1.14098e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -11410444.000000 Penalty: 3758.355225
	Iteration 2Q: 3 clusters Score -1.141044e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -11411386.000000 Penalty: 3758.355225
	Iteration 3Q: 3 clusters Score -1.141139e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -11412660.000000 Penalty: 3758.355225
	Iteration 4Q: 3 clusters Score -1.141266e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -11414845.000000 Penalty: 3758.355225
	Iteration 5Q: 3 clusters Score -1.141484e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -11418380.000000 Penalty: 3758.355225
	Iteration 6F: 3 clusters Score -1.141838e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -11423336.000000 Penalty: 3758.355225
	Iteration 7F: 3 clusters Score -1.142334e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -11429865.000000 Penalty: 3758.355225
	Iteration 8F: 3 clusters Score -1.142986e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -11434939.000000 Penalty: 3758.355225
	Iteration 9F: 3 clusters Score -1.143494e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -11437446.000000 Penalty: 3758.355225
	Iteration 10Q: 3 clusters Score -1.143745e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -11438543.000000 Penalty: 3758.355225
	Iteration 11Q: 3 clusters Score -1.143854e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -11439116.000000 Penalty: 3758.355225
	Iteration 12Q: 3 clusters Score -1.143912e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -11439741.000000 Penalty: 3758.355225
	Iteration 13Q: 3 clusters Score -1.143974e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -11440242.000000 Penalty: 3758.355225
	Iteration 14Q: 3 clusters Score -1.144024e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -11440705.000000 Penalty: 3758.355225
	Iteration 15Q: 3 clusters Score -1.14407e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -11441176.000000 Penalty: 3758.355225
	Iteration 16Q: 3 clusters Score -1.144118e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -11441622.000000 Penalty: 3758.355225
	Iteration 17Q: 3 clusters Score -1.144162e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -11441992.000000 Penalty: 3758.355225
	Iteration 18Q: 3 clusters Score -1.144199e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -11442413.000000 Penalty: 3758.355225
	Iteration 19Q: 3 clusters Score -1.144241e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -11442817.000000 Penalty: 3758.355225
	Iteration 20F: 3 clusters Score -1.144282e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -11443202.000000 Penalty: 3758.355225
	Iteration 21Q: 3 clusters Score -1.14432e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -11443655.000000 Penalty: 3758.355225
	Iteration 22Q: 3 clusters Score -1.144366e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -11444004.000000 Penalty: 3758.355225
	Iteration 23Q: 3 clusters Score -1.1444e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85390 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -11444280.000000 Penalty: 3758.355225
	Iteration 24Q: 3 clusters Score -1.144428e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -11444572.000000 Penalty: 3758.355225
	Iteration 25Q: 3 clusters Score -1.144457e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -11444888.000000 Penalty: 3758.355225
	Iteration 26Q: 3 clusters Score -1.144489e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -11445171.000000 Penalty: 3758.355225
	Iteration 27Q: 3 clusters Score -1.144517e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -11445433.000000 Penalty: 3758.355225
	Iteration 28Q: 3 clusters Score -1.144543e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -11445742.000000 Penalty: 3758.355225
	Iteration 29Q: 3 clusters Score -1.144574e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -11445940.000000 Penalty: 3758.355225
	Iteration 30Q: 3 clusters Score -1.144594e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -11446193.000000 Penalty: 3758.355225
	Iteration 31Q: 3 clusters Score -1.144619e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -11446424.000000 Penalty: 3758.355225
	Iteration 32Q: 3 clusters Score -1.144642e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -11446658.000000 Penalty: 3758.355225
	Iteration 33Q: 3 clusters Score -1.144666e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -11446784.000000 Penalty: 3758.355225
	Iteration 34Q: 3 clusters Score -1.144678e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -11446990.000000 Penalty: 3758.355225
	Iteration 35Q: 3 clusters Score -1.144699e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -11447189.000000 Penalty: 3758.355225
	Iteration 36Q: 3 clusters Score -1.144719e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -11447376.000000 Penalty: 3758.355225
	Iteration 37Q: 3 clusters Score -1.144738e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -11447550.000000 Penalty: 3758.355225
	Iteration 38Q: 3 clusters Score -1.144755e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -11447719.000000 Penalty: 3758.355225
	Iteration 39Q: 3 clusters Score -1.144772e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -11447821.000000 Penalty: 3758.355225
	Iteration 40F: 3 clusters Score -1.144782e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -11448040.000000 Penalty: 3758.355225
	Iteration 41Q: 3 clusters Score -1.144804e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98710 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -11448209.000000 Penalty: 3758.355225
	Iteration 42Q: 3 clusters Score -1.144821e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99154 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -11448313.000000 Penalty: 3758.355225
	Iteration 43Q: 3 clusters Score -1.144831e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -11448411.000000 Penalty: 3758.355225
	Iteration 44Q: 3 clusters Score -1.144841e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -11448592.000000 Penalty: 3758.355225
	Iteration 45Q: 3 clusters Score -1.144859e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -11448720.000000 Penalty: 3758.355225
	Iteration 46Q: 3 clusters Score -1.144872e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -11448782.000000 Penalty: 3758.355225
	Iteration 47Q: 3 clusters Score -1.144878e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -11448912.000000 Penalty: 3758.355225
	Iteration 48Q: 3 clusters Score -1.144891e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101195 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -11449008.000000 Penalty: 3758.355225
	Iteration 49Q: 3 clusters Score -1.144901e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -11449058.000000 Penalty: 3758.355225
	Iteration 50Q: 3 clusters Score -1.144906e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -11449100.000000 Penalty: 3758.355225
	Iteration 51Q: 3 clusters Score -1.14491e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -11449188.000000 Penalty: 3758.355225
	Iteration 52Q: 3 clusters Score -1.144919e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -11449221.000000 Penalty: 3758.355225
	Iteration 53Q: 3 clusters Score -1.144922e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -11449294.000000 Penalty: 3758.355225
	Iteration 54Q: 3 clusters Score -1.144929e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -11449343.000000 Penalty: 3758.355225
	Iteration 55Q: 3 clusters Score -1.144934e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -11449384.000000 Penalty: 3758.355225
	Iteration 56Q: 3 clusters Score -1.144938e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -11449429.000000 Penalty: 3758.355225
	Iteration 57Q: 3 clusters Score -1.144943e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -11449456.000000 Penalty: 3758.355225
	Iteration 58Q: 3 clusters Score -1.144946e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -11449490.000000 Penalty: 3758.355225
	Iteration 59Q: 3 clusters Score -1.144949e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -11449532.000000 Penalty: 3758.355225
	Iteration 60F: 3 clusters Score -1.144953e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -11449530.000000 Penalty: 3758.355225
	Iteration 61Q: 3 clusters Score -1.144953e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -11449553.000000 Penalty: 3758.355225
	Iteration 62Q: 3 clusters Score -1.144955e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11449554.000000 Penalty: 3758.355225
	Iteration 63Q: 3 clusters Score -1.144955e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -11449570.000000 Penalty: 3758.355225
	Iteration 64Q: 3 clusters Score -1.144957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -11449571.000000 Penalty: 3758.355225
	Iteration 65Q: 3 clusters Score -1.144957e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -11449584.000000 Penalty: 3758.355225
	Iteration 66Q: 3 clusters Score -1.144958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11449579.000000 Penalty: 3758.355225
	Iteration 67Q: 3 clusters Score -1.144958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -11449592.000000 Penalty: 3758.355225
	Iteration 68Q: 3 clusters Score -1.144959e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103297 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -11449593.000000 Penalty: 3758.355225
	Iteration 69Q: 3 clusters Score -1.144959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103319 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -11449604.000000 Penalty: 3758.355225
	Iteration 70Q: 3 clusters Score -1.14496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11449617.000000 Penalty: 3758.355225
	Iteration 71Q: 3 clusters Score -1.144962e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -11449629.000000 Penalty: 3758.355225
	Iteration 72Q: 3 clusters Score -1.144963e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -11449630.000000 Penalty: 3758.355225
	Iteration 73Q: 3 clusters Score -1.144963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11449641.000000 Penalty: 3758.355225
	Iteration 74Q: 3 clusters Score -1.144964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11449632.000000 Penalty: 3758.355225
	Iteration 75Q: 3 clusters Score -1.144963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11449638.000000 Penalty: 3758.355225
	Iteration 76Q: 3 clusters Score -1.144964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -11449629.000000 Penalty: 3758.355225
	Iteration 77Q: 3 clusters Score -1.144963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11449631.000000 Penalty: 3758.355225
	Iteration 78Q: 3 clusters Score -1.144963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11449634.000000 Penalty: 3758.355225
	Iteration 79Q: 3 clusters Score -1.144963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -11449642.000000 Penalty: 3758.355225
	Iteration 80F: 3 clusters Score -1.144964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103512 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11449637.000000 Penalty: 3758.355225
	Iteration 81Q: 3 clusters Score -1.144964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11449657.000000 Penalty: 3758.355225
	Iteration 82Q: 3 clusters Score -1.144966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -11449661.000000 Penalty: 3758.355225
	Iteration 83Q: 3 clusters Score -1.144966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -11449663.000000 Penalty: 3758.355225
	Iteration 84Q: 3 clusters Score -1.144966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -11449667.000000 Penalty: 3758.355225
	Iteration 85Q: 3 clusters Score -1.144967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11449654.000000 Penalty: 3758.355225
	Iteration 86Q: 3 clusters Score -1.144965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11449664.000000 Penalty: 3758.355225
	Iteration 87Q: 3 clusters Score -1.144966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103552 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11449661.000000 Penalty: 3758.355225
	Iteration 88Q: 3 clusters Score -1.144966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103559 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11449659.000000 Penalty: 3758.355225
	Iteration 89Q: 3 clusters Score -1.144966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -11449663.000000 Penalty: 3758.355225
	Iteration 90Q: 3 clusters Score -1.144966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11449670.000000 Penalty: 3758.355225
	Iteration 91Q: 3 clusters Score -1.144967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -11449659.000000 Penalty: 3758.355225
	Iteration 92Q: 3 clusters Score -1.144966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -11449669.000000 Penalty: 3758.355225
	Iteration 93Q: 3 clusters Score -1.144967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -11449669.000000 Penalty: 3758.355225
	Iteration 94F: 3 clusters Score -1.144967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -373952.500000 Penalty: 1334.100952
	Iteration 0F: 2 clusters Score -373952.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -370786.125000 Penalty: 2668.201904
	Iteration 0F: 3 clusters Score -370786.1 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -371627.031250 Penalty: 2668.201904
	Iteration 1F: 3 clusters Score -371627 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -371903.375000 Penalty: 2668.201904
	Iteration 2F: 3 clusters Score -371903.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -372128.531250 Penalty: 2668.201904
	Iteration 3F: 3 clusters Score -372128.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -372306.343750 Penalty: 2668.201904
	Iteration 4F: 3 clusters Score -372306.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -372474.906250 Penalty: 2668.201904
	Iteration 5F: 3 clusters Score -372474.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -372629.656250 Penalty: 2668.201904
	Iteration 6F: 3 clusters Score -372629.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -372781.312500 Penalty: 2668.201904
	Iteration 7F: 3 clusters Score -372781.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -372932.875000 Penalty: 2668.201904
	Iteration 8F: 3 clusters Score -372932.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -373049.750000 Penalty: 2668.201904
	Iteration 9Q: 3 clusters Score -373049.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -373155.218750 Penalty: 2668.201904
	Iteration 10Q: 3 clusters Score -373155.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -373248.781250 Penalty: 2668.201904
	Iteration 11Q: 3 clusters Score -373248.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -373325.656250 Penalty: 2668.201904
	Iteration 12Q: 3 clusters Score -373325.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -373372.687500 Penalty: 2668.201904
	Iteration 13Q: 3 clusters Score -373372.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -373415.156250 Penalty: 2668.201904
	Iteration 14Q: 3 clusters Score -373415.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -373455.250000 Penalty: 2668.201904
	Iteration 15Q: 3 clusters Score -373455.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -373486.031250 Penalty: 2668.201904
	Iteration 16Q: 3 clusters Score -373486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -373504.843750 Penalty: 2668.201904
	Iteration 17Q: 3 clusters Score -373504.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -373525.031250 Penalty: 2668.201904
	Iteration 18Q: 3 clusters Score -373525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -373546.968750 Penalty: 2668.201904
	Iteration 19Q: 3 clusters Score -373547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -373560.968750 Penalty: 2668.201904
	Iteration 20F: 3 clusters Score -373561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -373568.156250 Penalty: 2668.201904
	Iteration 21Q: 3 clusters Score -373568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -373573.218750 Penalty: 2668.201904
	Iteration 22Q: 3 clusters Score -373573.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -373578.937500 Penalty: 2668.201904
	Iteration 23Q: 3 clusters Score -373578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -373581.250000 Penalty: 2668.201904
	Iteration 24Q: 3 clusters Score -373581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -373582.062500 Penalty: 2668.201904
	Iteration 25Q: 3 clusters Score -373582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -373582.281250 Penalty: 2668.201904
	Iteration 26Q: 3 clusters Score -373582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -373583.031250 Penalty: 2668.201904
	Iteration 27Q: 3 clusters Score -373583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -373583.812500 Penalty: 2668.201904
	Iteration 28Q: 3 clusters Score -373583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -373585.375000 Penalty: 2668.201904
	Iteration 29Q: 3 clusters Score -373585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -373587.187500 Penalty: 2668.201904
	Iteration 30Q: 3 clusters Score -373587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -373588.781250 Penalty: 2668.201904
	Iteration 31Q: 3 clusters Score -373588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -373590.500000 Penalty: 2668.201904
	Iteration 32Q: 3 clusters Score -373590.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -373591.468750 Penalty: 2668.201904
	Iteration 33Q: 3 clusters Score -373591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -373593.375000 Penalty: 2668.201904
	Iteration 34Q: 3 clusters Score -373593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -373595.218750 Penalty: 2668.201904
	Iteration 35Q: 3 clusters Score -373595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -373597.593750 Penalty: 2668.201904
	Iteration 36Q: 3 clusters Score -373597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -373597.125000 Penalty: 2668.201904
	Iteration 37Q: 3 clusters Score -373597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -373598.468750 Penalty: 2668.201904
	Iteration 38Q: 3 clusters Score -373598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -373600.187500 Penalty: 2668.201904
	Iteration 39Q: 3 clusters Score -373600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -373603.343750 Penalty: 2668.201904
	Iteration 40F: 3 clusters Score -373603.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -373606.906250 Penalty: 2668.201904
	Iteration 41Q: 3 clusters Score -373606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -373609.781250 Penalty: 2668.201904
	Iteration 42Q: 3 clusters Score -373609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -373611.843750 Penalty: 2668.201904
	Iteration 43Q: 3 clusters Score -373611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -373613.250000 Penalty: 2668.201904
	Iteration 44Q: 3 clusters Score -373613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -373616.000000 Penalty: 2668.201904
	Iteration 45Q: 3 clusters Score -373616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -373616.968750 Penalty: 2668.201904
	Iteration 46Q: 3 clusters Score -373617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -373618.625000 Penalty: 2668.201904
	Iteration 47Q: 3 clusters Score -373618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -373620.656250 Penalty: 2668.201904
	Iteration 48Q: 3 clusters Score -373620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -373622.750000 Penalty: 2668.201904
	Iteration 49Q: 3 clusters Score -373622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -373624.812500 Penalty: 2668.201904
	Iteration 50Q: 3 clusters Score -373624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -373626.281250 Penalty: 2668.201904
	Iteration 51Q: 3 clusters Score -373626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -373626.968750 Penalty: 2668.201904
	Iteration 52Q: 3 clusters Score -373627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -373626.968750 Penalty: 2668.201904
	Iteration 53F: 3 clusters Score -373627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Entering Unmasked Estep 
Score: -5974338.500000 Penalty: 1772.006104
	Iteration 0F: 2 clusters Score -5974338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5937982.500000 Penalty: 3544.012207
	Iteration 0F: 3 clusters Score -5937982 nChanged 25616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -5953264.500000 Penalty: 3544.012207
	Iteration 1F: 3 clusters Score -5953264 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5954557.000000 Penalty: 3544.012207
	Iteration 2F: 3 clusters Score -5954557 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5956622.000000 Penalty: 3544.012207
	Iteration 3F: 3 clusters Score -5956622 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -5959694.500000 Penalty: 3544.012207
	Iteration 4F: 3 clusters Score -5959694 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5963559.500000 Penalty: 3544.012207
	Iteration 5F: 3 clusters Score -5963560 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -5966993.500000 Penalty: 3544.012207
	Iteration 6F: 3 clusters Score -5966994 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -5969482.000000 Penalty: 3544.012207
	Iteration 7Q: 3 clusters Score -5969482 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -5970812.500000 Penalty: 3544.012207
	Iteration 8Q: 3 clusters Score -5970812 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -5971534.500000 Penalty: 3544.012207
	Iteration 9Q: 3 clusters Score -5971534 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -5971919.500000 Penalty: 3544.012207
	Iteration 10Q: 3 clusters Score -5971920 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -5972220.000000 Penalty: 3544.012207
	Iteration 11Q: 3 clusters Score -5972220 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -5972400.000000 Penalty: 3544.012207
	Iteration 12Q: 3 clusters Score -5972400 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -5972564.500000 Penalty: 3544.012207
	Iteration 13Q: 3 clusters Score -5972564 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -5972694.500000 Penalty: 3544.012207
	Iteration 14Q: 3 clusters Score -5972694 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -5972786.000000 Penalty: 3544.012207
	Iteration 15Q: 3 clusters Score -5972786 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -5972856.500000 Penalty: 3544.012207
	Iteration 16Q: 3 clusters Score -5972856 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -5972925.000000 Penalty: 3544.012207
	Iteration 17Q: 3 clusters Score -5972925 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -5972971.500000 Penalty: 3544.012207
	Iteration 18Q: 3 clusters Score -5972972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -5972997.000000 Penalty: 3544.012207
	Iteration 19Q: 3 clusters Score -5972997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -5973009.000000 Penalty: 3544.012207
	Iteration 20F: 3 clusters Score -5973009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -5973023.500000 Penalty: 3544.012207
	Iteration 21Q: 3 clusters Score -5973024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -5973036.000000 Penalty: 3544.012207
	Iteration 22Q: 3 clusters Score -5973036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -5973047.000000 Penalty: 3544.012207
	Iteration 23Q: 3 clusters Score -5973047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -5973056.000000 Penalty: 3544.012207
	Iteration 24Q: 3 clusters Score -5973056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -5973058.000000 Penalty: 3544.012207
	Iteration 25Q: 3 clusters Score -5973058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -5973071.000000 Penalty: 3544.012207
	Iteration 26Q: 3 clusters Score -5973071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -5973079.000000 Penalty: 3544.012207
	Iteration 27Q: 3 clusters Score -5973079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -5973080.000000 Penalty: 3544.012207
	Iteration 28Q: 3 clusters Score -5973080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -5973080.500000 Penalty: 3544.012207
	Iteration 29Q: 3 clusters Score -5973080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -5973074.000000 Penalty: 3544.012207
	Iteration 30Q: 3 clusters Score -5973074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -5973072.500000 Penalty: 3544.012207
	Iteration 31Q: 3 clusters Score -5973072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -5973071.500000 Penalty: 3544.012207
	Iteration 32Q: 3 clusters Score -5973072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -5973075.000000 Penalty: 3544.012207
	Iteration 33Q: 3 clusters Score -5973075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -5973075.500000 Penalty: 3544.012207
	Iteration 34Q: 3 clusters Score -5973076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -5973084.000000 Penalty: 3544.012207
	Iteration 35Q: 3 clusters Score -5973084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -5973087.500000 Penalty: 3544.012207
	Iteration 36Q: 3 clusters Score -5973088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -5973096.500000 Penalty: 3544.012207
	Iteration 37Q: 3 clusters Score -5973096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -5973091.500000 Penalty: 3544.012207
	Iteration 38Q: 3 clusters Score -5973092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -5973088.500000 Penalty: 3544.012207
	Iteration 39Q: 3 clusters Score -5973088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -5973091.500000 Penalty: 3544.012207
	Iteration 40F: 3 clusters Score -5973092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -5973096.000000 Penalty: 3544.012207
	Iteration 41Q: 3 clusters Score -5973096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -5973096.000000 Penalty: 3544.012207
	Iteration 42F: 3 clusters Score -5973096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176338 members 
Entering Unmasked Estep 
Score: -19126842.000000 Penalty: 1963.025757
	Iteration 0F: 2 clusters Score -1.912684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -19011182.000000 Penalty: 3926.051514
	Iteration 0F: 3 clusters Score -1.901118e+07 nChanged 85305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -19062006.000000 Penalty: 3926.051514
	Iteration 1F: 3 clusters Score -1.906201e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -19063184.000000 Penalty: 3926.051514
	Iteration 2Q: 3 clusters Score -1.906318e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -19064592.000000 Penalty: 3926.051514
	Iteration 3Q: 3 clusters Score -1.906459e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -19067046.000000 Penalty: 3926.051514
	Iteration 4Q: 3 clusters Score -1.906705e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -19070754.000000 Penalty: 3926.051514
	Iteration 5Q: 3 clusters Score -1.907075e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 113933 members 
Entering Unmasked Estep 
Score: -19076416.000000 Penalty: 3926.051514
	Iteration 6F: 3 clusters Score -1.907642e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 123850 members 
Entering Unmasked Estep 
Score: -19084562.000000 Penalty: 3926.051514
	Iteration 7F: 3 clusters Score -1.908456e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 134496 members 
Entering Unmasked Estep 
Score: -19094772.000000 Penalty: 3926.051514
	Iteration 8F: 3 clusters Score -1.909477e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 143400 members 
Entering Unmasked Estep 
Score: -19105018.000000 Penalty: 3926.051514
	Iteration 9F: 3 clusters Score -1.910502e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 149159 members 
Entering Unmasked Estep 
Score: -19112064.000000 Penalty: 3926.051514
	Iteration 10Q: 3 clusters Score -1.911206e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 152581 members 
Entering Unmasked Estep 
Score: -19115764.000000 Penalty: 3926.051514
	Iteration 11Q: 3 clusters Score -1.911576e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 155130 members 
Entering Unmasked Estep 
Score: -19117668.000000 Penalty: 3926.051514
	Iteration 12Q: 3 clusters Score -1.911767e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 157301 members 
Entering Unmasked Estep 
Score: -19118990.000000 Penalty: 3926.051514
	Iteration 13Q: 3 clusters Score -1.911899e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -19120066.000000 Penalty: 3926.051514
	Iteration 14Q: 3 clusters Score -1.912007e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -19121068.000000 Penalty: 3926.051514
	Iteration 15Q: 3 clusters Score -1.912107e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 162649 members 
Entering Unmasked Estep 
Score: -19121802.000000 Penalty: 3926.051514
	Iteration 16Q: 3 clusters Score -1.91218e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -19122678.000000 Penalty: 3926.051514
	Iteration 17Q: 3 clusters Score -1.912268e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 165615 members 
Entering Unmasked Estep 
Score: -19123530.000000 Penalty: 3926.051514
	Iteration 18Q: 3 clusters Score -1.912353e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 167008 members 
Entering Unmasked Estep 
Score: -19124260.000000 Penalty: 3926.051514
	Iteration 19Q: 3 clusters Score -1.912426e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
Score: -19124744.000000 Penalty: 3926.051514
	Iteration 20F: 3 clusters Score -1.912474e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 169391 members 
Entering Unmasked Estep 
Score: -19125124.000000 Penalty: 3926.051514
	Iteration 21Q: 3 clusters Score -1.912512e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 170402 members 
Entering Unmasked Estep 
Score: -19125402.000000 Penalty: 3926.051514
	Iteration 22Q: 3 clusters Score -1.91254e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 171243 members 
Entering Unmasked Estep 
Score: -19125658.000000 Penalty: 3926.051514
	Iteration 23Q: 3 clusters Score -1.912566e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 171932 members 
Entering Unmasked Estep 
Score: -19125850.000000 Penalty: 3926.051514
	Iteration 24Q: 3 clusters Score -1.912585e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 172463 members 
Entering Unmasked Estep 
Score: -19125978.000000 Penalty: 3926.051514
	Iteration 25Q: 3 clusters Score -1.912598e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 172874 members 
Entering Unmasked Estep 
Score: -19126136.000000 Penalty: 3926.051514
	Iteration 26Q: 3 clusters Score -1.912614e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 173207 members 
Entering Unmasked Estep 
Score: -19126180.000000 Penalty: 3926.051514
	Iteration 27Q: 3 clusters Score -1.912618e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 173479 members 
Entering Unmasked Estep 
Score: -19126180.000000 Penalty: 3926.051514
	Iteration 28Q: 3 clusters Score -1.912618e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 173673 members 
Entering Unmasked Estep 
Score: -19126228.000000 Penalty: 3926.051514
	Iteration 29Q: 3 clusters Score -1.912623e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 173825 members 
Entering Unmasked Estep 
Score: -19126188.000000 Penalty: 3926.051514
	Iteration 30Q: 3 clusters Score -1.912619e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 173936 members 
Entering Unmasked Estep 
Score: -19126168.000000 Penalty: 3926.051514
	Iteration 31Q: 3 clusters Score -1.912617e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 174016 members 
Entering Unmasked Estep 
Score: -19126174.000000 Penalty: 3926.051514
	Iteration 32Q: 3 clusters Score -1.912617e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 174097 members 
Entering Unmasked Estep 
Score: -19126184.000000 Penalty: 3926.051514
	Iteration 33Q: 3 clusters Score -1.912618e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -19126208.000000 Penalty: 3926.051514
	Iteration 34Q: 3 clusters Score -1.912621e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -19126208.000000 Penalty: 3926.051514
	Iteration 35Q: 3 clusters Score -1.912621e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 174269 members 
Entering Unmasked Estep 
Score: -19126186.000000 Penalty: 3926.051514
	Iteration 36Q: 3 clusters Score -1.912619e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 174290 members 
Entering Unmasked Estep 
Score: -19126182.000000 Penalty: 3926.051514
	Iteration 37Q: 3 clusters Score -1.912618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 174311 members 
Entering Unmasked Estep 
Score: -19126194.000000 Penalty: 3926.051514
	Iteration 38Q: 3 clusters Score -1.912619e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 174344 members 
Entering Unmasked Estep 
Score: -19126178.000000 Penalty: 3926.051514
	Iteration 39Q: 3 clusters Score -1.912618e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 174381 members 
Entering Unmasked Estep 
Score: -19126170.000000 Penalty: 3926.051514
	Iteration 40F: 3 clusters Score -1.912617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -19126176.000000 Penalty: 3926.051514
	Iteration 41Q: 3 clusters Score -1.912618e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 174437 members 
Entering Unmasked Estep 
Score: -19126156.000000 Penalty: 3926.051514
	Iteration 42Q: 3 clusters Score -1.912616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 174464 members 
Entering Unmasked Estep 
Score: -19126148.000000 Penalty: 3926.051514
	Iteration 43Q: 3 clusters Score -1.912615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -19126152.000000 Penalty: 3926.051514
	Iteration 44Q: 3 clusters Score -1.912615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 174496 members 
Entering Unmasked Estep 
Score: -19126146.000000 Penalty: 3926.051514
	Iteration 45Q: 3 clusters Score -1.912615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 174511 members 
Entering Unmasked Estep 
Score: -19126148.000000 Penalty: 3926.051514
	Iteration 46Q: 3 clusters Score -1.912615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 174523 members 
Entering Unmasked Estep 
Score: -19126154.000000 Penalty: 3926.051514
	Iteration 47Q: 3 clusters Score -1.912615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 174540 members 
Entering Unmasked Estep 
Score: -19126164.000000 Penalty: 3926.051514
	Iteration 48Q: 3 clusters Score -1.912616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 174558 members 
Entering Unmasked Estep 
Score: -19126194.000000 Penalty: 3926.051514
	Iteration 49Q: 3 clusters Score -1.912619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 174570 members 
Entering Unmasked Estep 
Score: -19126192.000000 Penalty: 3926.051514
	Iteration 50Q: 3 clusters Score -1.912619e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 174581 members 
Entering Unmasked Estep 
Score: -19126204.000000 Penalty: 3926.051514
	Iteration 51Q: 3 clusters Score -1.91262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 174593 members 
Entering Unmasked Estep 
Score: -19126180.000000 Penalty: 3926.051514
	Iteration 52Q: 3 clusters Score -1.912618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 174610 members 
Entering Unmasked Estep 
Score: -19126180.000000 Penalty: 3926.051514
	Iteration 53Q: 3 clusters Score -1.912618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 174625 members 
Entering Unmasked Estep 
Score: -19126174.000000 Penalty: 3926.051514
	Iteration 54Q: 3 clusters Score -1.912617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 174632 members 
Entering Unmasked Estep 
Score: -19126160.000000 Penalty: 3926.051514
	Iteration 55Q: 3 clusters Score -1.912616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -19126162.000000 Penalty: 3926.051514
	Iteration 56Q: 3 clusters Score -1.912616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 174649 members 
Entering Unmasked Estep 
Score: -19126170.000000 Penalty: 3926.051514
	Iteration 57Q: 3 clusters Score -1.912617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 174653 members 
Entering Unmasked Estep 
Score: -19126178.000000 Penalty: 3926.051514
	Iteration 58Q: 3 clusters Score -1.912618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 174661 members 
Entering Unmasked Estep 
Score: -19126176.000000 Penalty: 3926.051514
	Iteration 59Q: 3 clusters Score -1.912618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 174668 members 
Entering Unmasked Estep 
Score: -19126182.000000 Penalty: 3926.051514
	Iteration 60F: 3 clusters Score -1.912618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 174671 members 
Entering Unmasked Estep 
Score: -19126184.000000 Penalty: 3926.051514
	Iteration 61Q: 3 clusters Score -1.912618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 174674 members 
Entering Unmasked Estep 
Score: -19126196.000000 Penalty: 3926.051514
	Iteration 62Q: 3 clusters Score -1.91262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 174678 members 
Entering Unmasked Estep 
Score: -19126190.000000 Penalty: 3926.051514
	Iteration 63Q: 3 clusters Score -1.912619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -19126184.000000 Penalty: 3926.051514
	Iteration 64Q: 3 clusters Score -1.912618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 174682 members 
Entering Unmasked Estep 
Score: -19126192.000000 Penalty: 3926.051514
	Iteration 65Q: 3 clusters Score -1.912619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -19126184.000000 Penalty: 3926.051514
	Iteration 66Q: 3 clusters Score -1.912618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -19126192.000000 Penalty: 3926.051514
	Iteration 67Q: 3 clusters Score -1.912619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 174685 members 
Entering Unmasked Estep 
Score: -19126188.000000 Penalty: 3926.051514
	Iteration 68Q: 3 clusters Score -1.912619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 174687 members 
Entering Unmasked Estep 
Score: -19126198.000000 Penalty: 3926.051514
	Iteration 69Q: 3 clusters Score -1.91262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 174685 members 
Entering Unmasked Estep 
Score: -19126200.000000 Penalty: 3926.051514
	Iteration 70Q: 3 clusters Score -1.91262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 174688 members 
Entering Unmasked Estep 
Score: -19126188.000000 Penalty: 3926.051514
	Iteration 71Q: 3 clusters Score -1.912619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 174692 members 
Entering Unmasked Estep 
Score: -19126192.000000 Penalty: 3926.051514
	Iteration 72Q: 3 clusters Score -1.912619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 174692 members 
Entering Unmasked Estep 
Score: -19126208.000000 Penalty: 3926.051514
	Iteration 73Q: 3 clusters Score -1.912621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 174692 members 
Entering Unmasked Estep 
Score: -19126200.000000 Penalty: 3926.051514
	Iteration 74Q: 3 clusters Score -1.91262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 174691 members 
Entering Unmasked Estep 
Score: -19126202.000000 Penalty: 3926.051514
	Iteration 75Q: 3 clusters Score -1.91262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 174691 members 
Entering Unmasked Estep 
Score: -19126202.000000 Penalty: 3926.051514
	Iteration 76F: 3 clusters Score -1.91262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 8 contains 35743 members 
Mstep: Class 10 contains 66795 members 
Mstep: Class 13 contains 115331 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175745 members 
Mstep: Class 17 contains 45892 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105258 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 22 contains 54429 members 
Mstep: Class 23 contains 176338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846456.000000 Penalty: 33373.367188
Iteration 319Q: 16 clusters Score -9.384646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 43414 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 8 contains 35744 members 
Mstep: Class 10 contains 66794 members 
Mstep: Class 13 contains 115332 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175748 members 
Mstep: Class 17 contains 45893 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105245 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54426 members 
Mstep: Class 23 contains 176341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846432.000000 Penalty: 33373.367188
Iteration 320F: 16 clusters Score -9.384643e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43414 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 8 contains 35744 members 
Mstep: Class 10 contains 66795 members 
Mstep: Class 13 contains 115335 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175756 members 
Mstep: Class 17 contains 45890 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105231 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54421 members 
Mstep: Class 23 contains 176349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846456.000000 Penalty: 33373.367188
Iteration 321Q: 16 clusters Score -9.384646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43414 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 8 contains 35744 members 
Mstep: Class 10 contains 66799 members 
Mstep: Class 13 contains 115339 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175762 members 
Mstep: Class 17 contains 45884 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105220 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54422 members 
Mstep: Class 23 contains 176352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 322Q: 16 clusters Score -9.384644e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43413 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 8 contains 35745 members 
Mstep: Class 10 contains 66802 members 
Mstep: Class 13 contains 115342 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175767 members 
Mstep: Class 17 contains 45881 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105214 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54419 members 
Mstep: Class 23 contains 176353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846424.000000 Penalty: 33373.367188
Iteration 323Q: 16 clusters Score -9.384642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43414 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 8 contains 35745 members 
Mstep: Class 10 contains 66804 members 
Mstep: Class 13 contains 115345 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175768 members 
Mstep: Class 17 contains 45880 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105207 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54419 members 
Mstep: Class 23 contains 176354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846480.000000 Penalty: 33373.367188
Iteration 324Q: 16 clusters Score -9.384648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43414 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 8 contains 35745 members 
Mstep: Class 10 contains 66808 members 
Mstep: Class 13 contains 115350 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175770 members 
Mstep: Class 17 contains 45879 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105199 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54418 members 
Mstep: Class 23 contains 176356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846488.000000 Penalty: 33373.367188
Iteration 325Q: 16 clusters Score -9.384649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43414 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 8 contains 35745 members 
Mstep: Class 10 contains 66814 members 
Mstep: Class 13 contains 115348 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175773 members 
Mstep: Class 17 contains 45879 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105190 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54415 members 
Mstep: Class 23 contains 176353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846504.000000 Penalty: 33373.367188
Iteration 326Q: 16 clusters Score -9.38465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43414 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 8 contains 35745 members 
Mstep: Class 10 contains 66816 members 
Mstep: Class 13 contains 115348 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175777 members 
Mstep: Class 17 contains 45877 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105183 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54412 members 
Mstep: Class 23 contains 176352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846408.000000 Penalty: 33373.367188
Iteration 327Q: 16 clusters Score -9.384641e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43413 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 8 contains 35746 members 
Mstep: Class 10 contains 66820 members 
Mstep: Class 13 contains 115351 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175776 members 
Mstep: Class 17 contains 45874 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105175 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54411 members 
Mstep: Class 23 contains 176353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846408.000000 Penalty: 33373.367188
Iteration 328Q: 16 clusters Score -9.384641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 43413 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 8 contains 35746 members 
Mstep: Class 10 contains 66823 members 
Mstep: Class 13 contains 115352 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175773 members 
Mstep: Class 17 contains 45873 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105164 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54409 members 
Mstep: Class 23 contains 176361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846448.000000 Penalty: 33373.367188
Iteration 329Q: 16 clusters Score -9.384645e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43413 members 
Mstep: Class 6 contains 3285 members 
Mstep: Class 8 contains 35746 members 
Mstep: Class 10 contains 66826 members 
Mstep: Class 13 contains 115350 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 175778 members 
Mstep: Class 17 contains 45872 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105155 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54408 members 
Mstep: Class 23 contains 176363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846416.000000 Penalty: 33373.367188
Iteration 330Q: 16 clusters Score -9.384642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 8 contains 35745 members 
Mstep: Class 10 contains 66830 members 
Mstep: Class 13 contains 115353 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175780 members 
Mstep: Class 17 contains 45872 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 105146 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54406 members 
Mstep: Class 23 contains 176369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 331Q: 16 clusters Score -9.384644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3279 members 
Mstep: Class 8 contains 35746 members 
Mstep: Class 10 contains 66838 members 
Mstep: Class 13 contains 115354 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175786 members 
Mstep: Class 17 contains 45870 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 105135 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54405 members 
Mstep: Class 23 contains 176374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846408.000000 Penalty: 33373.367188
Iteration 332Q: 16 clusters Score -9.384641e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 8 contains 35748 members 
Mstep: Class 10 contains 66847 members 
Mstep: Class 13 contains 115356 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175782 members 
Mstep: Class 17 contains 45871 members 
Mstep: Class 18 contains 3652 members 
Mstep: Class 19 contains 105121 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54404 members 
Mstep: Class 23 contains 176381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846480.000000 Penalty: 33373.367188
Iteration 333Q: 16 clusters Score -9.384648e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3282 members 
Mstep: Class 8 contains 35750 members 
Mstep: Class 10 contains 66852 members 
Mstep: Class 13 contains 115362 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175778 members 
Mstep: Class 17 contains 45868 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 105109 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54406 members 
Mstep: Class 23 contains 176384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846384.000000 Penalty: 33373.367188
Iteration 334Q: 16 clusters Score -9.384638e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 8 contains 35750 members 
Mstep: Class 10 contains 66865 members 
Mstep: Class 13 contains 115367 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175778 members 
Mstep: Class 17 contains 45868 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 19 contains 105091 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54407 members 
Mstep: Class 23 contains 176384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846416.000000 Penalty: 33373.367188
Iteration 335Q: 16 clusters Score -9.384642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3293 members 
Mstep: Class 8 contains 35753 members 
Mstep: Class 10 contains 66868 members 
Mstep: Class 13 contains 115371 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175783 members 
Mstep: Class 17 contains 45869 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 19 contains 105069 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54407 members 
Mstep: Class 23 contains 176380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846392.000000 Penalty: 33373.367188
Iteration 336Q: 16 clusters Score -9.384639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 8 contains 35754 members 
Mstep: Class 10 contains 66868 members 
Mstep: Class 13 contains 115369 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175787 members 
Mstep: Class 17 contains 45868 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 105055 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54409 members 
Mstep: Class 23 contains 176389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846376.000000 Penalty: 33373.367188
Iteration 337Q: 16 clusters Score -9.384638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 8 contains 35756 members 
Mstep: Class 10 contains 66874 members 
Mstep: Class 13 contains 115371 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175794 members 
Mstep: Class 17 contains 45866 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 105044 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54407 members 
Mstep: Class 23 contains 176384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846432.000000 Penalty: 33373.367188
Iteration 338Q: 16 clusters Score -9.384643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 8 contains 35758 members 
Mstep: Class 10 contains 66880 members 
Mstep: Class 13 contains 115371 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175801 members 
Mstep: Class 17 contains 45864 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 105031 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54403 members 
Mstep: Class 23 contains 176385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 339Q: 16 clusters Score -9.38464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 8 contains 35761 members 
Mstep: Class 10 contains 66885 members 
Mstep: Class 13 contains 115370 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175801 members 
Mstep: Class 17 contains 45864 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 105019 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54402 members 
Mstep: Class 23 contains 176391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 340F: 16 clusters Score -9.38464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 8 contains 35761 members 
Mstep: Class 10 contains 66882 members 
Mstep: Class 13 contains 115373 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175806 members 
Mstep: Class 17 contains 45864 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 105005 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54403 members 
Mstep: Class 23 contains 176397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846448.000000 Penalty: 33373.367188
Iteration 341Q: 16 clusters Score -9.384645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 8 contains 35761 members 
Mstep: Class 10 contains 66881 members 
Mstep: Class 13 contains 115379 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175810 members 
Mstep: Class 17 contains 45863 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104995 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54404 members 
Mstep: Class 23 contains 176398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 342Q: 16 clusters Score -9.384646e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 8 contains 35761 members 
Mstep: Class 10 contains 66876 members 
Mstep: Class 13 contains 115386 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175818 members 
Mstep: Class 17 contains 45861 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104985 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54402 members 
Mstep: Class 23 contains 176401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846480.000000 Penalty: 33373.367188
Iteration 343Q: 16 clusters Score -9.384648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 8 contains 35761 members 
Mstep: Class 10 contains 66870 members 
Mstep: Class 13 contains 115391 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175829 members 
Mstep: Class 17 contains 45860 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104978 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54400 members 
Mstep: Class 23 contains 176401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 344Q: 16 clusters Score -9.384646e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3306 members 
Mstep: Class 8 contains 35761 members 
Mstep: Class 10 contains 66871 members 
Mstep: Class 13 contains 115396 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175830 members 
Mstep: Class 17 contains 45860 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104973 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54399 members 
Mstep: Class 23 contains 176401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846488.000000 Penalty: 33373.367188
Iteration 345Q: 16 clusters Score -9.384649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 8 contains 35761 members 
Mstep: Class 10 contains 66874 members 
Mstep: Class 13 contains 115397 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175833 members 
Mstep: Class 17 contains 45859 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104971 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846472.000000 Penalty: 33373.367188
Iteration 346Q: 16 clusters Score -9.384647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 8 contains 35762 members 
Mstep: Class 10 contains 66876 members 
Mstep: Class 13 contains 115397 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175835 members 
Mstep: Class 17 contains 45859 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104966 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 347Q: 16 clusters Score -9.384644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 8 contains 35762 members 
Mstep: Class 10 contains 66878 members 
Mstep: Class 13 contains 115398 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175838 members 
Mstep: Class 17 contains 45859 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846480.000000 Penalty: 33373.367188
Iteration 348Q: 16 clusters Score -9.384648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 8 contains 35763 members 
Mstep: Class 10 contains 66878 members 
Mstep: Class 13 contains 115400 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175840 members 
Mstep: Class 17 contains 45858 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104953 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846448.000000 Penalty: 33373.367188
Iteration 349Q: 16 clusters Score -9.384645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66879 members 
Mstep: Class 13 contains 115402 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175844 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104946 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54397 members 
Mstep: Class 23 contains 176403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846392.000000 Penalty: 33373.367188
Iteration 350Q: 16 clusters Score -9.384639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3306 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66879 members 
Mstep: Class 13 contains 115401 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175850 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104935 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 351Q: 16 clusters Score -9.384644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66880 members 
Mstep: Class 13 contains 115399 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175857 members 
Mstep: Class 17 contains 45853 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104929 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 352Q: 16 clusters Score -9.38464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 8 contains 35765 members 
Mstep: Class 10 contains 66879 members 
Mstep: Class 13 contains 115398 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175858 members 
Mstep: Class 17 contains 45853 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104926 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846384.000000 Penalty: 33373.367188
Iteration 353Q: 16 clusters Score -9.384638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 8 contains 35765 members 
Mstep: Class 10 contains 66881 members 
Mstep: Class 13 contains 115397 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175858 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104927 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846424.000000 Penalty: 33373.367188
Iteration 354Q: 16 clusters Score -9.384642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 8 contains 35765 members 
Mstep: Class 10 contains 66882 members 
Mstep: Class 13 contains 115398 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175860 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104925 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846384.000000 Penalty: 33373.367188
Iteration 355Q: 16 clusters Score -9.384638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66885 members 
Mstep: Class 13 contains 115399 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175862 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104925 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846360.000000 Penalty: 33373.367188
Iteration 356Q: 16 clusters Score -9.384636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66887 members 
Mstep: Class 13 contains 115401 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175861 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104926 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54397 members 
Mstep: Class 23 contains 176412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846384.000000 Penalty: 33373.367188
Iteration 357Q: 16 clusters Score -9.384638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 8 contains 35763 members 
Mstep: Class 10 contains 66890 members 
Mstep: Class 13 contains 115401 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175864 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104926 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 358Q: 16 clusters Score -9.38464e+07 nChanged 19
Entering ConstructFrom: 
Score: -93846400.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (48574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Entering Unmasked Estep 
Score: -5111548.500000 Penalty: 1753.512085
	Iteration 0F: 2 clusters Score -5111548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -5079105.000000 Penalty: 3507.024170
	Iteration 0F: 3 clusters Score -5079105 nChanged 22718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -5091765.000000 Penalty: 3507.024170
	Iteration 1F: 3 clusters Score -5091765 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -5092285.000000 Penalty: 3507.024170
	Iteration 2Q: 3 clusters Score -5092285 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5092760.500000 Penalty: 3507.024170
	Iteration 3Q: 3 clusters Score -5092760 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -5093392.500000 Penalty: 3507.024170
	Iteration 4Q: 3 clusters Score -5093392 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -5094077.000000 Penalty: 3507.024170
	Iteration 5Q: 3 clusters Score -5094077 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -5094931.500000 Penalty: 3507.024170
	Iteration 6Q: 3 clusters Score -5094932 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -5095945.000000 Penalty: 3507.024170
	Iteration 7Q: 3 clusters Score -5095945 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -5097262.500000 Penalty: 3507.024170
	Iteration 8Q: 3 clusters Score -5097262 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -5098715.500000 Penalty: 3507.024170
	Iteration 9F: 3 clusters Score -5098716 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5100438.000000 Penalty: 3507.024170
	Iteration 10F: 3 clusters Score -5100438 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5102415.000000 Penalty: 3507.024170
	Iteration 11F: 3 clusters Score -5102415 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5104485.500000 Penalty: 3507.024170
	Iteration 12F: 3 clusters Score -5104486 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5106367.500000 Penalty: 3507.024170
	Iteration 13Q: 3 clusters Score -5106368 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -5107803.000000 Penalty: 3507.024170
	Iteration 14Q: 3 clusters Score -5107803 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -5108690.000000 Penalty: 3507.024170
	Iteration 15Q: 3 clusters Score -5108690 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -5109131.000000 Penalty: 3507.024170
	Iteration 16Q: 3 clusters Score -5109131 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -5109391.500000 Penalty: 3507.024170
	Iteration 17Q: 3 clusters Score -5109392 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -5109544.000000 Penalty: 3507.024170
	Iteration 18Q: 3 clusters Score -5109544 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -5109695.000000 Penalty: 3507.024170
	Iteration 19Q: 3 clusters Score -5109695 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -5109805.000000 Penalty: 3507.024170
	Iteration 20F: 3 clusters Score -5109805 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -5109887.000000 Penalty: 3507.024170
	Iteration 21Q: 3 clusters Score -5109887 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -5109973.500000 Penalty: 3507.024170
	Iteration 22Q: 3 clusters Score -5109974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -5110030.500000 Penalty: 3507.024170
	Iteration 23Q: 3 clusters Score -5110030 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -5110090.500000 Penalty: 3507.024170
	Iteration 24Q: 3 clusters Score -5110090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -5110144.500000 Penalty: 3507.024170
	Iteration 25Q: 3 clusters Score -5110144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -5110157.000000 Penalty: 3507.024170
	Iteration 26Q: 3 clusters Score -5110157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -5110199.000000 Penalty: 3507.024170
	Iteration 27Q: 3 clusters Score -5110199 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -5110228.000000 Penalty: 3507.024170
	Iteration 28Q: 3 clusters Score -5110228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -5110277.000000 Penalty: 3507.024170
	Iteration 29Q: 3 clusters Score -5110277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -5110310.000000 Penalty: 3507.024170
	Iteration 30Q: 3 clusters Score -5110310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -5110320.000000 Penalty: 3507.024170
	Iteration 31Q: 3 clusters Score -5110320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -5110337.500000 Penalty: 3507.024170
	Iteration 32Q: 3 clusters Score -5110338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -5110347.500000 Penalty: 3507.024170
	Iteration 33Q: 3 clusters Score -5110348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -5110364.500000 Penalty: 3507.024170
	Iteration 34Q: 3 clusters Score -5110364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -5110384.000000 Penalty: 3507.024170
	Iteration 35Q: 3 clusters Score -5110384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -5110401.500000 Penalty: 3507.024170
	Iteration 36Q: 3 clusters Score -5110402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -5110419.500000 Penalty: 3507.024170
	Iteration 37Q: 3 clusters Score -5110420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -5110439.000000 Penalty: 3507.024170
	Iteration 38Q: 3 clusters Score -5110439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -5110451.500000 Penalty: 3507.024170
	Iteration 39Q: 3 clusters Score -5110452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -5110473.500000 Penalty: 3507.024170
	Iteration 40F: 3 clusters Score -5110474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -5110481.500000 Penalty: 3507.024170
	Iteration 41Q: 3 clusters Score -5110482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -5110502.000000 Penalty: 3507.024170
	Iteration 42Q: 3 clusters Score -5110502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -5110508.000000 Penalty: 3507.024170
	Iteration 43Q: 3 clusters Score -5110508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -5110512.500000 Penalty: 3507.024170
	Iteration 44Q: 3 clusters Score -5110512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -5110524.500000 Penalty: 3507.024170
	Iteration 45Q: 3 clusters Score -5110524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -5110534.000000 Penalty: 3507.024170
	Iteration 46Q: 3 clusters Score -5110534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -5110538.500000 Penalty: 3507.024170
	Iteration 47Q: 3 clusters Score -5110538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -5110544.000000 Penalty: 3507.024170
	Iteration 48Q: 3 clusters Score -5110544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -5110567.000000 Penalty: 3507.024170
	Iteration 49Q: 3 clusters Score -5110567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -5110586.500000 Penalty: 3507.024170
	Iteration 50Q: 3 clusters Score -5110586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -5110610.000000 Penalty: 3507.024170
	Iteration 51Q: 3 clusters Score -5110610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -5110622.500000 Penalty: 3507.024170
	Iteration 52Q: 3 clusters Score -5110622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -5110624.500000 Penalty: 3507.024170
	Iteration 53Q: 3 clusters Score -5110624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -5110632.500000 Penalty: 3507.024170
	Iteration 54Q: 3 clusters Score -5110632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -5110633.500000 Penalty: 3507.024170
	Iteration 55Q: 3 clusters Score -5110634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -5110638.500000 Penalty: 3507.024170
	Iteration 56Q: 3 clusters Score -5110638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -5110644.500000 Penalty: 3507.024170
	Iteration 57Q: 3 clusters Score -5110644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -5110648.000000 Penalty: 3507.024170
	Iteration 58Q: 3 clusters Score -5110648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -5110648.000000 Penalty: 3507.024170
	Iteration 59F: 3 clusters Score -5110648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -407585.281250 Penalty: 1343.335327
	Iteration 0F: 2 clusters Score -407585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -404346.906250 Penalty: 2686.670654
	Iteration 0F: 3 clusters Score -404346.9 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -405424.250000 Penalty: 2686.670654
	Iteration 1F: 3 clusters Score -405424.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -405764.312500 Penalty: 2686.670654
	Iteration 2F: 3 clusters Score -405764.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -405999.281250 Penalty: 2686.670654
	Iteration 3F: 3 clusters Score -405999.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -406229.156250 Penalty: 2686.670654
	Iteration 4F: 3 clusters Score -406229.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -406419.250000 Penalty: 2686.670654
	Iteration 5F: 3 clusters Score -406419.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -406576.093750 Penalty: 2686.670654
	Iteration 6Q: 3 clusters Score -406576.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -406709.812500 Penalty: 2686.670654
	Iteration 7Q: 3 clusters Score -406709.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -406884.000000 Penalty: 2686.670654
	Iteration 8Q: 3 clusters Score -406884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -407034.750000 Penalty: 2686.670654
	Iteration 9Q: 3 clusters Score -407034.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -407092.437500 Penalty: 2686.670654
	Iteration 10Q: 3 clusters Score -407092.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -407125.312500 Penalty: 2686.670654
	Iteration 11Q: 3 clusters Score -407125.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -407157.656250 Penalty: 2686.670654
	Iteration 12Q: 3 clusters Score -407157.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -407172.218750 Penalty: 2686.670654
	Iteration 13Q: 3 clusters Score -407172.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -407191.281250 Penalty: 2686.670654
	Iteration 14Q: 3 clusters Score -407191.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -407200.968750 Penalty: 2686.670654
	Iteration 15Q: 3 clusters Score -407201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -407206.218750 Penalty: 2686.670654
	Iteration 16Q: 3 clusters Score -407206.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -407210.812500 Penalty: 2686.670654
	Iteration 17Q: 3 clusters Score -407210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -407214.250000 Penalty: 2686.670654
	Iteration 18Q: 3 clusters Score -407214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -407216.218750 Penalty: 2686.670654
	Iteration 19Q: 3 clusters Score -407216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -407217.437500 Penalty: 2686.670654
	Iteration 20F: 3 clusters Score -407217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -407218.687500 Penalty: 2686.670654
	Iteration 21Q: 3 clusters Score -407218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -407218.843750 Penalty: 2686.670654
	Iteration 22Q: 3 clusters Score -407218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -407218.843750 Penalty: 2686.670654
	Iteration 23F: 3 clusters Score -407218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Entering Unmasked Estep 
Score: -4623500.500000 Penalty: 1735.250977
	Iteration 0F: 2 clusters Score -4623500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4594467.000000 Penalty: 3470.501953
	Iteration 0F: 3 clusters Score -4594467 nChanged 20398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -4605945.000000 Penalty: 3470.501953
	Iteration 1F: 3 clusters Score -4605945 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4606365.000000 Penalty: 3470.501953
	Iteration 2Q: 3 clusters Score -4606365 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4606710.500000 Penalty: 3470.501953
	Iteration 3Q: 3 clusters Score -4606710 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -4607110.500000 Penalty: 3470.501953
	Iteration 4Q: 3 clusters Score -4607110 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -4607449.500000 Penalty: 3470.501953
	Iteration 5Q: 3 clusters Score -4607450 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -4607802.000000 Penalty: 3470.501953
	Iteration 6Q: 3 clusters Score -4607802 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -4608193.500000 Penalty: 3470.501953
	Iteration 7Q: 3 clusters Score -4608194 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -4608698.500000 Penalty: 3470.501953
	Iteration 8Q: 3 clusters Score -4608698 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4609369.500000 Penalty: 3470.501953
	Iteration 9Q: 3 clusters Score -4609370 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -4610365.500000 Penalty: 3470.501953
	Iteration 10Q: 3 clusters Score -4610366 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -4611741.500000 Penalty: 3470.501953
	Iteration 11F: 3 clusters Score -4611742 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4613472.500000 Penalty: 3470.501953
	Iteration 12F: 3 clusters Score -4613472 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4615460.500000 Penalty: 3470.501953
	Iteration 13F: 3 clusters Score -4615460 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -4617210.500000 Penalty: 3470.501953
	Iteration 14Q: 3 clusters Score -4617210 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -4618567.000000 Penalty: 3470.501953
	Iteration 15Q: 3 clusters Score -4618567 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -4619664.000000 Penalty: 3470.501953
	Iteration 16Q: 3 clusters Score -4619664 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -4620584.500000 Penalty: 3470.501953
	Iteration 17Q: 3 clusters Score -4620584 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -4621303.000000 Penalty: 3470.501953
	Iteration 18Q: 3 clusters Score -4621303 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -4621739.500000 Penalty: 3470.501953
	Iteration 19Q: 3 clusters Score -4621740 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -4621983.500000 Penalty: 3470.501953
	Iteration 20F: 3 clusters Score -4621984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -4622097.500000 Penalty: 3470.501953
	Iteration 21Q: 3 clusters Score -4622098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -4622152.500000 Penalty: 3470.501953
	Iteration 22Q: 3 clusters Score -4622152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -4622198.000000 Penalty: 3470.501953
	Iteration 23Q: 3 clusters Score -4622198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -4622221.000000 Penalty: 3470.501953
	Iteration 24Q: 3 clusters Score -4622221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4622246.500000 Penalty: 3470.501953
	Iteration 25Q: 3 clusters Score -4622246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -4622259.000000 Penalty: 3470.501953
	Iteration 26Q: 3 clusters Score -4622259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -4622259.500000 Penalty: 3470.501953
	Iteration 27Q: 3 clusters Score -4622260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -4622261.000000 Penalty: 3470.501953
	Iteration 28Q: 3 clusters Score -4622261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -4622263.500000 Penalty: 3470.501953
	Iteration 29Q: 3 clusters Score -4622264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -4622265.500000 Penalty: 3470.501953
	Iteration 30Q: 3 clusters Score -4622266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -4622265.500000 Penalty: 3470.501953
	Iteration 31F: 3 clusters Score -4622266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -374510.218750 Penalty: 1316.276245
	Iteration 0F: 2 clusters Score -374510.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -371597.781250 Penalty: 2632.552490
	Iteration 0F: 3 clusters Score -371597.8 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -372278.812500 Penalty: 2632.552490
	Iteration 1F: 3 clusters Score -372278.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -372400.062500 Penalty: 2632.552490
	Iteration 2F: 3 clusters Score -372400.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -372470.250000 Penalty: 2632.552490
	Iteration 3Q: 3 clusters Score -372470.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -372522.687500 Penalty: 2632.552490
	Iteration 4Q: 3 clusters Score -372522.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -372553.593750 Penalty: 2632.552490
	Iteration 5Q: 3 clusters Score -372553.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -372570.562500 Penalty: 2632.552490
	Iteration 6Q: 3 clusters Score -372570.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -372592.750000 Penalty: 2632.552490
	Iteration 7Q: 3 clusters Score -372592.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -372605.875000 Penalty: 2632.552490
	Iteration 8Q: 3 clusters Score -372605.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -372621.812500 Penalty: 2632.552490
	Iteration 9Q: 3 clusters Score -372621.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -372632.718750 Penalty: 2632.552490
	Iteration 10Q: 3 clusters Score -372632.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -372639.312500 Penalty: 2632.552490
	Iteration 11Q: 3 clusters Score -372639.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -372644.625000 Penalty: 2632.552490
	Iteration 12Q: 3 clusters Score -372644.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -372651.062500 Penalty: 2632.552490
	Iteration 13Q: 3 clusters Score -372651.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -372654.437500 Penalty: 2632.552490
	Iteration 14Q: 3 clusters Score -372654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -372657.500000 Penalty: 2632.552490
	Iteration 15Q: 3 clusters Score -372657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -372658.406250 Penalty: 2632.552490
	Iteration 16Q: 3 clusters Score -372658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -372659.937500 Penalty: 2632.552490
	Iteration 17Q: 3 clusters Score -372659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -372660.718750 Penalty: 2632.552490
	Iteration 18Q: 3 clusters Score -372660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -372661.312500 Penalty: 2632.552490
	Iteration 19Q: 3 clusters Score -372661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -372663.375000 Penalty: 2632.552490
	Iteration 20F: 3 clusters Score -372663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -372665.312500 Penalty: 2632.552490
	Iteration 21Q: 3 clusters Score -372665.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -372668.375000 Penalty: 2632.552490
	Iteration 22Q: 3 clusters Score -372668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -372670.000000 Penalty: 2632.552490
	Iteration 23Q: 3 clusters Score -372670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -372672.656250 Penalty: 2632.552490
	Iteration 24Q: 3 clusters Score -372672.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -372674.718750 Penalty: 2632.552490
	Iteration 25Q: 3 clusters Score -372674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -372677.062500 Penalty: 2632.552490
	Iteration 26Q: 3 clusters Score -372677.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -372678.968750 Penalty: 2632.552490
	Iteration 27Q: 3 clusters Score -372679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -372682.843750 Penalty: 2632.552490
	Iteration 28Q: 3 clusters Score -372682.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -372685.656250 Penalty: 2632.552490
	Iteration 29Q: 3 clusters Score -372685.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -372688.218750 Penalty: 2632.552490
	Iteration 30Q: 3 clusters Score -372688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -372689.562500 Penalty: 2632.552490
	Iteration 31Q: 3 clusters Score -372689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -372691.343750 Penalty: 2632.552490
	Iteration 32Q: 3 clusters Score -372691.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -372691.656250 Penalty: 2632.552490
	Iteration 33Q: 3 clusters Score -372691.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -372693.750000 Penalty: 2632.552490
	Iteration 34Q: 3 clusters Score -372693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -372697.250000 Penalty: 2632.552490
	Iteration 35Q: 3 clusters Score -372697.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -372700.218750 Penalty: 2632.552490
	Iteration 36Q: 3 clusters Score -372700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -372702.843750 Penalty: 2632.552490
	Iteration 37Q: 3 clusters Score -372702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -372706.656250 Penalty: 2632.552490
	Iteration 38Q: 3 clusters Score -372706.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -372709.375000 Penalty: 2632.552490
	Iteration 39Q: 3 clusters Score -372709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -372711.875000 Penalty: 2632.552490
	Iteration 40F: 3 clusters Score -372711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -372713.781250 Penalty: 2632.552490
	Iteration 41Q: 3 clusters Score -372713.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -372718.031250 Penalty: 2632.552490
	Iteration 42Q: 3 clusters Score -372718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -372722.281250 Penalty: 2632.552490
	Iteration 43Q: 3 clusters Score -372722.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -372729.312500 Penalty: 2632.552490
	Iteration 44Q: 3 clusters Score -372729.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -372734.468750 Penalty: 2632.552490
	Iteration 45Q: 3 clusters Score -372734.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -372741.593750 Penalty: 2632.552490
	Iteration 46Q: 3 clusters Score -372741.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -372749.281250 Penalty: 2632.552490
	Iteration 47Q: 3 clusters Score -372749.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -372756.125000 Penalty: 2632.552490
	Iteration 48Q: 3 clusters Score -372756.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -372762.656250 Penalty: 2632.552490
	Iteration 49Q: 3 clusters Score -372762.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -372775.812500 Penalty: 2632.552490
	Iteration 50Q: 3 clusters Score -372775.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -372792.218750 Penalty: 2632.552490
	Iteration 51Q: 3 clusters Score -372792.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -372803.406250 Penalty: 2632.552490
	Iteration 52Q: 3 clusters Score -372803.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -372816.468750 Penalty: 2632.552490
	Iteration 53Q: 3 clusters Score -372816.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -372833.437500 Penalty: 2632.552490
	Iteration 54Q: 3 clusters Score -372833.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -372860.656250 Penalty: 2632.552490
	Iteration 55Q: 3 clusters Score -372860.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -372894.062500 Penalty: 2632.552490
	Iteration 56Q: 3 clusters Score -372894.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -372931.875000 Penalty: 2632.552490
	Iteration 57Q: 3 clusters Score -372931.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -372961.968750 Penalty: 2632.552490
	Iteration 58Q: 3 clusters Score -372962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -372987.500000 Penalty: 2632.552490
	Iteration 59Q: 3 clusters Score -372987.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -373012.968750 Penalty: 2632.552490
	Iteration 60F: 3 clusters Score -373013 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -373038.468750 Penalty: 2632.552490
	Iteration 61Q: 3 clusters Score -373038.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -373059.031250 Penalty: 2632.552490
	Iteration 62Q: 3 clusters Score -373059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -373080.250000 Penalty: 2632.552490
	Iteration 63Q: 3 clusters Score -373080.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -373101.312500 Penalty: 2632.552490
	Iteration 64Q: 3 clusters Score -373101.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -373120.843750 Penalty: 2632.552490
	Iteration 65Q: 3 clusters Score -373120.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -373135.687500 Penalty: 2632.552490
	Iteration 66Q: 3 clusters Score -373135.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -373151.562500 Penalty: 2632.552490
	Iteration 67Q: 3 clusters Score -373151.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -373165.968750 Penalty: 2632.552490
	Iteration 68Q: 3 clusters Score -373166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -373180.468750 Penalty: 2632.552490
	Iteration 69Q: 3 clusters Score -373180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -373190.218750 Penalty: 2632.552490
	Iteration 70Q: 3 clusters Score -373190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -373196.750000 Penalty: 2632.552490
	Iteration 71Q: 3 clusters Score -373196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -373202.281250 Penalty: 2632.552490
	Iteration 72Q: 3 clusters Score -373202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -373206.937500 Penalty: 2632.552490
	Iteration 73Q: 3 clusters Score -373206.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -373211.875000 Penalty: 2632.552490
	Iteration 74Q: 3 clusters Score -373211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -373218.406250 Penalty: 2632.552490
	Iteration 75Q: 3 clusters Score -373218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -373222.562500 Penalty: 2632.552490
	Iteration 76Q: 3 clusters Score -373222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -373225.968750 Penalty: 2632.552490
	Iteration 77Q: 3 clusters Score -373226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -373228.656250 Penalty: 2632.552490
	Iteration 78Q: 3 clusters Score -373228.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -373232.343750 Penalty: 2632.552490
	Iteration 79Q: 3 clusters Score -373232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -373239.687500 Penalty: 2632.552490
	Iteration 80F: 3 clusters Score -373239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -373243.968750 Penalty: 2632.552490
	Iteration 81Q: 3 clusters Score -373244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -373248.750000 Penalty: 2632.552490
	Iteration 82Q: 3 clusters Score -373248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -373255.156250 Penalty: 2632.552490
	Iteration 83Q: 3 clusters Score -373255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -373263.281250 Penalty: 2632.552490
	Iteration 84Q: 3 clusters Score -373263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -373269.562500 Penalty: 2632.552490
	Iteration 85Q: 3 clusters Score -373269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -373274.781250 Penalty: 2632.552490
	Iteration 86Q: 3 clusters Score -373274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -373282.468750 Penalty: 2632.552490
	Iteration 87Q: 3 clusters Score -373282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -373289.437500 Penalty: 2632.552490
	Iteration 88Q: 3 clusters Score -373289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -373291.093750 Penalty: 2632.552490
	Iteration 89Q: 3 clusters Score -373291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -373292.156250 Penalty: 2632.552490
	Iteration 90Q: 3 clusters Score -373292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -373292.875000 Penalty: 2632.552490
	Iteration 91Q: 3 clusters Score -373292.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -373292.875000 Penalty: 2632.552490
	Iteration 92F: 3 clusters Score -373292.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Entering Unmasked Estep 
Score: -3924057.750000 Penalty: 1703.758667
	Iteration 0F: 2 clusters Score -3924058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3899991.500000 Penalty: 3407.517334
	Iteration 0F: 3 clusters Score -3899992 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3909270.750000 Penalty: 3407.517334
	Iteration 1F: 3 clusters Score -3909271 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3909618.750000 Penalty: 3407.517334
	Iteration 2Q: 3 clusters Score -3909619 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -3910003.250000 Penalty: 3407.517334
	Iteration 3Q: 3 clusters Score -3910003 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3910356.000000 Penalty: 3407.517334
	Iteration 4Q: 3 clusters Score -3910356 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3910822.250000 Penalty: 3407.517334
	Iteration 5Q: 3 clusters Score -3910822 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3911570.250000 Penalty: 3407.517334
	Iteration 6Q: 3 clusters Score -3911570 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3912790.500000 Penalty: 3407.517334
	Iteration 7F: 3 clusters Score -3912790 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3914593.000000 Penalty: 3407.517334
	Iteration 8F: 3 clusters Score -3914593 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3916776.000000 Penalty: 3407.517334
	Iteration 9F: 3 clusters Score -3916776 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3918872.500000 Penalty: 3407.517334
	Iteration 10F: 3 clusters Score -3918872 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3920175.750000 Penalty: 3407.517334
	Iteration 11Q: 3 clusters Score -3920176 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3920810.250000 Penalty: 3407.517334
	Iteration 12Q: 3 clusters Score -3920810 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3921154.250000 Penalty: 3407.517334
	Iteration 13Q: 3 clusters Score -3921154 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -3921381.000000 Penalty: 3407.517334
	Iteration 14Q: 3 clusters Score -3921381 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -3921554.750000 Penalty: 3407.517334
	Iteration 15Q: 3 clusters Score -3921555 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3921713.250000 Penalty: 3407.517334
	Iteration 16Q: 3 clusters Score -3921713 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -3921848.750000 Penalty: 3407.517334
	Iteration 17Q: 3 clusters Score -3921849 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -3921967.750000 Penalty: 3407.517334
	Iteration 18Q: 3 clusters Score -3921968 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -3922061.000000 Penalty: 3407.517334
	Iteration 19Q: 3 clusters Score -3922061 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3922144.500000 Penalty: 3407.517334
	Iteration 20F: 3 clusters Score -3922144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -3922230.000000 Penalty: 3407.517334
	Iteration 21Q: 3 clusters Score -3922230 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -3922310.750000 Penalty: 3407.517334
	Iteration 22Q: 3 clusters Score -3922311 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -3922380.750000 Penalty: 3407.517334
	Iteration 23Q: 3 clusters Score -3922381 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -3922425.750000 Penalty: 3407.517334
	Iteration 24Q: 3 clusters Score -3922426 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -3922470.000000 Penalty: 3407.517334
	Iteration 25Q: 3 clusters Score -3922470 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3922507.000000 Penalty: 3407.517334
	Iteration 26Q: 3 clusters Score -3922507 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -3922523.250000 Penalty: 3407.517334
	Iteration 27Q: 3 clusters Score -3922523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -3922554.000000 Penalty: 3407.517334
	Iteration 28Q: 3 clusters Score -3922554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -3922570.750000 Penalty: 3407.517334
	Iteration 29Q: 3 clusters Score -3922571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -3922588.000000 Penalty: 3407.517334
	Iteration 30Q: 3 clusters Score -3922588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -3922611.750000 Penalty: 3407.517334
	Iteration 31Q: 3 clusters Score -3922612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -3922612.250000 Penalty: 3407.517334
	Iteration 32Q: 3 clusters Score -3922612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -3922627.750000 Penalty: 3407.517334
	Iteration 33Q: 3 clusters Score -3922628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -3922642.000000 Penalty: 3407.517334
	Iteration 34Q: 3 clusters Score -3922642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -3922657.500000 Penalty: 3407.517334
	Iteration 35Q: 3 clusters Score -3922658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -3922660.000000 Penalty: 3407.517334
	Iteration 36Q: 3 clusters Score -3922660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -3922670.750000 Penalty: 3407.517334
	Iteration 37Q: 3 clusters Score -3922671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -3922675.000000 Penalty: 3407.517334
	Iteration 38Q: 3 clusters Score -3922675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -3922679.000000 Penalty: 3407.517334
	Iteration 39Q: 3 clusters Score -3922679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -3922679.250000 Penalty: 3407.517334
	Iteration 40F: 3 clusters Score -3922679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -3922685.250000 Penalty: 3407.517334
	Iteration 41Q: 3 clusters Score -3922685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -3922697.250000 Penalty: 3407.517334
	Iteration 42Q: 3 clusters Score -3922697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -3922695.750000 Penalty: 3407.517334
	Iteration 43Q: 3 clusters Score -3922696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -3922701.750000 Penalty: 3407.517334
	Iteration 44Q: 3 clusters Score -3922702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3922710.250000 Penalty: 3407.517334
	Iteration 45Q: 3 clusters Score -3922710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -3922712.500000 Penalty: 3407.517334
	Iteration 46Q: 3 clusters Score -3922712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -3922724.750000 Penalty: 3407.517334
	Iteration 47Q: 3 clusters Score -3922725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -3922728.750000 Penalty: 3407.517334
	Iteration 48Q: 3 clusters Score -3922729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -3922727.750000 Penalty: 3407.517334
	Iteration 49Q: 3 clusters Score -3922728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -3922730.500000 Penalty: 3407.517334
	Iteration 50Q: 3 clusters Score -3922730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3922731.750000 Penalty: 3407.517334
	Iteration 51Q: 3 clusters Score -3922732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -3922730.500000 Penalty: 3407.517334
	Iteration 52Q: 3 clusters Score -3922730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -3922733.250000 Penalty: 3407.517334
	Iteration 53Q: 3 clusters Score -3922733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -3922732.500000 Penalty: 3407.517334
	Iteration 54Q: 3 clusters Score -3922732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3922734.750000 Penalty: 3407.517334
	Iteration 55Q: 3 clusters Score -3922735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -3922736.750000 Penalty: 3407.517334
	Iteration 56Q: 3 clusters Score -3922737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -3922735.000000 Penalty: 3407.517334
	Iteration 57Q: 3 clusters Score -3922735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -3922735.000000 Penalty: 3407.517334
	Iteration 58F: 3 clusters Score -3922735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Entering Unmasked Estep 
Score: -7321091.000000 Penalty: 1805.510742
	Iteration 0F: 2 clusters Score -7321091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -7276423.000000 Penalty: 3611.021484
	Iteration 0F: 3 clusters Score -7276423 nChanged 31602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -7294550.000000 Penalty: 3611.021484
	Iteration 1F: 3 clusters Score -7294550 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -7295120.000000 Penalty: 3611.021484
	Iteration 2Q: 3 clusters Score -7295120 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -7295986.500000 Penalty: 3611.021484
	Iteration 3Q: 3 clusters Score -7295986 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -7297224.500000 Penalty: 3611.021484
	Iteration 4Q: 3 clusters Score -7297224 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -7299243.500000 Penalty: 3611.021484
	Iteration 5F: 3 clusters Score -7299244 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -7302226.000000 Penalty: 3611.021484
	Iteration 6F: 3 clusters Score -7302226 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -7306144.000000 Penalty: 3611.021484
	Iteration 7F: 3 clusters Score -7306144 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -7310006.000000 Penalty: 3611.021484
	Iteration 8F: 3 clusters Score -7310006 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -7312515.500000 Penalty: 3611.021484
	Iteration 9F: 3 clusters Score -7312516 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -7313614.000000 Penalty: 3611.021484
	Iteration 10Q: 3 clusters Score -7313614 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -7314270.000000 Penalty: 3611.021484
	Iteration 11Q: 3 clusters Score -7314270 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -7314644.000000 Penalty: 3611.021484
	Iteration 12Q: 3 clusters Score -7314644 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -7314999.000000 Penalty: 3611.021484
	Iteration 13Q: 3 clusters Score -7314999 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -7315302.500000 Penalty: 3611.021484
	Iteration 14Q: 3 clusters Score -7315302 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -7315573.500000 Penalty: 3611.021484
	Iteration 15Q: 3 clusters Score -7315574 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7315849.000000 Penalty: 3611.021484
	Iteration 16Q: 3 clusters Score -7315849 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -7316130.500000 Penalty: 3611.021484
	Iteration 17Q: 3 clusters Score -7316130 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -7316459.000000 Penalty: 3611.021484
	Iteration 18Q: 3 clusters Score -7316459 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -7316706.000000 Penalty: 3611.021484
	Iteration 19Q: 3 clusters Score -7316706 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -7316932.500000 Penalty: 3611.021484
	Iteration 20F: 3 clusters Score -7316932 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -7317189.500000 Penalty: 3611.021484
	Iteration 21Q: 3 clusters Score -7317190 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -7317358.000000 Penalty: 3611.021484
	Iteration 22Q: 3 clusters Score -7317358 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -7317564.000000 Penalty: 3611.021484
	Iteration 23Q: 3 clusters Score -7317564 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -7317773.500000 Penalty: 3611.021484
	Iteration 24Q: 3 clusters Score -7317774 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -7317960.500000 Penalty: 3611.021484
	Iteration 25Q: 3 clusters Score -7317960 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -7318155.500000 Penalty: 3611.021484
	Iteration 26Q: 3 clusters Score -7318156 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -7318334.000000 Penalty: 3611.021484
	Iteration 27Q: 3 clusters Score -7318334 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -7318476.000000 Penalty: 3611.021484
	Iteration 28Q: 3 clusters Score -7318476 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -7318608.000000 Penalty: 3611.021484
	Iteration 29Q: 3 clusters Score -7318608 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -7318755.000000 Penalty: 3611.021484
	Iteration 30Q: 3 clusters Score -7318755 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -7318894.500000 Penalty: 3611.021484
	Iteration 31Q: 3 clusters Score -7318894 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -7318997.500000 Penalty: 3611.021484
	Iteration 32Q: 3 clusters Score -7318998 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -7319085.500000 Penalty: 3611.021484
	Iteration 33Q: 3 clusters Score -7319086 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -7319148.500000 Penalty: 3611.021484
	Iteration 34Q: 3 clusters Score -7319148 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -7319203.500000 Penalty: 3611.021484
	Iteration 35Q: 3 clusters Score -7319204 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -7319261.500000 Penalty: 3611.021484
	Iteration 36Q: 3 clusters Score -7319262 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -7319324.500000 Penalty: 3611.021484
	Iteration 37Q: 3 clusters Score -7319324 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -7319357.500000 Penalty: 3611.021484
	Iteration 38Q: 3 clusters Score -7319358 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -7319411.000000 Penalty: 3611.021484
	Iteration 39Q: 3 clusters Score -7319411 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -7319446.500000 Penalty: 3611.021484
	Iteration 40F: 3 clusters Score -7319446 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -7319479.000000 Penalty: 3611.021484
	Iteration 41Q: 3 clusters Score -7319479 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -7319547.000000 Penalty: 3611.021484
	Iteration 42Q: 3 clusters Score -7319547 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -7319568.000000 Penalty: 3611.021484
	Iteration 43Q: 3 clusters Score -7319568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -7319553.000000 Penalty: 3611.021484
	Iteration 44Q: 3 clusters Score -7319553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -7319563.500000 Penalty: 3611.021484
	Iteration 45Q: 3 clusters Score -7319564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -7319579.500000 Penalty: 3611.021484
	Iteration 46Q: 3 clusters Score -7319580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -7319602.500000 Penalty: 3611.021484
	Iteration 47Q: 3 clusters Score -7319602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -7319616.000000 Penalty: 3611.021484
	Iteration 48Q: 3 clusters Score -7319616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -7319635.000000 Penalty: 3611.021484
	Iteration 49Q: 3 clusters Score -7319635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -7319641.500000 Penalty: 3611.021484
	Iteration 50Q: 3 clusters Score -7319642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -7319639.000000 Penalty: 3611.021484
	Iteration 51Q: 3 clusters Score -7319639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -7319650.000000 Penalty: 3611.021484
	Iteration 52Q: 3 clusters Score -7319650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -7319645.000000 Penalty: 3611.021484
	Iteration 53Q: 3 clusters Score -7319645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -7319635.000000 Penalty: 3611.021484
	Iteration 54Q: 3 clusters Score -7319635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -7319653.000000 Penalty: 3611.021484
	Iteration 55Q: 3 clusters Score -7319653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -7319643.500000 Penalty: 3611.021484
	Iteration 56Q: 3 clusters Score -7319644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -7319650.000000 Penalty: 3611.021484
	Iteration 57Q: 3 clusters Score -7319650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -7319652.500000 Penalty: 3611.021484
	Iteration 58Q: 3 clusters Score -7319652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -7319656.500000 Penalty: 3611.021484
	Iteration 59Q: 3 clusters Score -7319656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -7319650.500000 Penalty: 3611.021484
	Iteration 60F: 3 clusters Score -7319650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -7319650.500000 Penalty: 3611.021484
	Iteration 61Q: 3 clusters Score -7319650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -7319654.000000 Penalty: 3611.021484
	Iteration 62Q: 3 clusters Score -7319654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -7319657.000000 Penalty: 3611.021484
	Iteration 63Q: 3 clusters Score -7319657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -7319672.000000 Penalty: 3611.021484
	Iteration 64Q: 3 clusters Score -7319672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -7319678.500000 Penalty: 3611.021484
	Iteration 65Q: 3 clusters Score -7319678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -7319678.500000 Penalty: 3611.021484
	Iteration 66Q: 3 clusters Score -7319678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -7319679.000000 Penalty: 3611.021484
	Iteration 67Q: 3 clusters Score -7319679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -7319685.000000 Penalty: 3611.021484
	Iteration 68Q: 3 clusters Score -7319685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -7319693.000000 Penalty: 3611.021484
	Iteration 69Q: 3 clusters Score -7319693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -7319709.000000 Penalty: 3611.021484
	Iteration 70Q: 3 clusters Score -7319709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -7319710.000000 Penalty: 3611.021484
	Iteration 71Q: 3 clusters Score -7319710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -7319720.000000 Penalty: 3611.021484
	Iteration 72Q: 3 clusters Score -7319720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -7319732.500000 Penalty: 3611.021484
	Iteration 73Q: 3 clusters Score -7319732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -7319731.500000 Penalty: 3611.021484
	Iteration 74Q: 3 clusters Score -7319732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -7319735.000000 Penalty: 3611.021484
	Iteration 75Q: 3 clusters Score -7319735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -7319732.000000 Penalty: 3611.021484
	Iteration 76Q: 3 clusters Score -7319732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -7319729.000000 Penalty: 3611.021484
	Iteration 77Q: 3 clusters Score -7319729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -7319734.500000 Penalty: 3611.021484
	Iteration 78Q: 3 clusters Score -7319734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -7319731.000000 Penalty: 3611.021484
	Iteration 79Q: 3 clusters Score -7319731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -7319741.500000 Penalty: 3611.021484
	Iteration 80F: 3 clusters Score -7319742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -7319743.500000 Penalty: 3611.021484
	Iteration 81Q: 3 clusters Score -7319744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -7319745.500000 Penalty: 3611.021484
	Iteration 82Q: 3 clusters Score -7319746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -7319742.000000 Penalty: 3611.021484
	Iteration 83Q: 3 clusters Score -7319742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -7319744.500000 Penalty: 3611.021484
	Iteration 84Q: 3 clusters Score -7319744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -7319749.500000 Penalty: 3611.021484
	Iteration 85Q: 3 clusters Score -7319750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -7319757.500000 Penalty: 3611.021484
	Iteration 86Q: 3 clusters Score -7319758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -7319757.500000 Penalty: 3611.021484
	Iteration 87Q: 3 clusters Score -7319758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -7319769.500000 Penalty: 3611.021484
	Iteration 88Q: 3 clusters Score -7319770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -7319768.000000 Penalty: 3611.021484
	Iteration 89Q: 3 clusters Score -7319768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -7319774.500000 Penalty: 3611.021484
	Iteration 90Q: 3 clusters Score -7319774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -7319773.500000 Penalty: 3611.021484
	Iteration 91Q: 3 clusters Score -7319774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -7319770.500000 Penalty: 3611.021484
	Iteration 92Q: 3 clusters Score -7319770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -7319770.500000 Penalty: 3611.021484
	Iteration 93Q: 3 clusters Score -7319770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -7319773.500000 Penalty: 3611.021484
	Iteration 94Q: 3 clusters Score -7319774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -7319775.500000 Penalty: 3611.021484
	Iteration 95Q: 3 clusters Score -7319776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -7319766.000000 Penalty: 3611.021484
	Iteration 96Q: 3 clusters Score -7319766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -7319774.500000 Penalty: 3611.021484
	Iteration 97Q: 3 clusters Score -7319774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -7319775.500000 Penalty: 3611.021484
	Iteration 98Q: 3 clusters Score -7319776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -7319773.000000 Penalty: 3611.021484
	Iteration 99Q: 3 clusters Score -7319773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -7319777.500000 Penalty: 3611.021484
	Iteration 100F: 3 clusters Score -7319778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -7319782.500000 Penalty: 3611.021484
	Iteration 101Q: 3 clusters Score -7319782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -7319780.500000 Penalty: 3611.021484
	Iteration 102Q: 3 clusters Score -7319780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -7319780.500000 Penalty: 3611.021484
	Iteration 103Q: 3 clusters Score -7319780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -7319781.500000 Penalty: 3611.021484
	Iteration 104Q: 3 clusters Score -7319782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -7319777.500000 Penalty: 3611.021484
	Iteration 105Q: 3 clusters Score -7319778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -7319777.500000 Penalty: 3611.021484
	Iteration 106Q: 3 clusters Score -7319778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -7319775.500000 Penalty: 3611.021484
	Iteration 107Q: 3 clusters Score -7319776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -7319781.000000 Penalty: 3611.021484
	Iteration 108Q: 3 clusters Score -7319781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -7319778.500000 Penalty: 3611.021484
	Iteration 109Q: 3 clusters Score -7319778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -7319774.500000 Penalty: 3611.021484
	Iteration 110Q: 3 clusters Score -7319774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -7319776.500000 Penalty: 3611.021484
	Iteration 111Q: 3 clusters Score -7319776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -7319773.000000 Penalty: 3611.021484
	Iteration 112Q: 3 clusters Score -7319773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -7319773.000000 Penalty: 3611.021484
	Iteration 113F: 3 clusters Score -7319773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (115401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Entering Unmasked Estep 
Score: -12532822.000000 Penalty: 1894.127319
	Iteration 0F: 2 clusters Score -1.253282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -12455589.000000 Penalty: 3788.254639
	Iteration 0F: 3 clusters Score -1.245559e+07 nChanged 55086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -12487111.000000 Penalty: 3788.254639
	Iteration 1F: 3 clusters Score -1.248711e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -12487625.000000 Penalty: 3788.254639
	Iteration 2Q: 3 clusters Score -1.248762e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -12488161.000000 Penalty: 3788.254639
	Iteration 3Q: 3 clusters Score -1.248816e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -12488862.000000 Penalty: 3788.254639
	Iteration 4Q: 3 clusters Score -1.248886e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -12489997.000000 Penalty: 3788.254639
	Iteration 5Q: 3 clusters Score -1.249e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -12491907.000000 Penalty: 3788.254639
	Iteration 6Q: 3 clusters Score -1.249191e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -12495115.000000 Penalty: 3788.254639
	Iteration 7Q: 3 clusters Score -1.249512e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -12500363.000000 Penalty: 3788.254639
	Iteration 8F: 3 clusters Score -1.250036e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -12506947.000000 Penalty: 3788.254639
	Iteration 9F: 3 clusters Score -1.250695e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -12512747.000000 Penalty: 3788.254639
	Iteration 10F: 3 clusters Score -1.251275e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -12516095.000000 Penalty: 3788.254639
	Iteration 11Q: 3 clusters Score -1.25161e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -12517926.000000 Penalty: 3788.254639
	Iteration 12Q: 3 clusters Score -1.251793e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -12519387.000000 Penalty: 3788.254639
	Iteration 13Q: 3 clusters Score -1.251939e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -12520746.000000 Penalty: 3788.254639
	Iteration 14Q: 3 clusters Score -1.252075e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -12522164.000000 Penalty: 3788.254639
	Iteration 15Q: 3 clusters Score -1.252216e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 103402 members 
Entering Unmasked Estep 
Score: -12523506.000000 Penalty: 3788.254639
	Iteration 16Q: 3 clusters Score -1.252351e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -12524934.000000 Penalty: 3788.254639
	Iteration 17Q: 3 clusters Score -1.252493e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 107215 members 
Entering Unmasked Estep 
Score: -12526118.000000 Penalty: 3788.254639
	Iteration 18Q: 3 clusters Score -1.252612e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 108737 members 
Entering Unmasked Estep 
Score: -12527156.000000 Penalty: 3788.254639
	Iteration 19Q: 3 clusters Score -1.252716e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -12528131.000000 Penalty: 3788.254639
	Iteration 20F: 3 clusters Score -1.252813e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -12528933.000000 Penalty: 3788.254639
	Iteration 21Q: 3 clusters Score -1.252893e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 111746 members 
Entering Unmasked Estep 
Score: -12529618.000000 Penalty: 3788.254639
	Iteration 22Q: 3 clusters Score -1.252962e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 112270 members 
Entering Unmasked Estep 
Score: -12530139.000000 Penalty: 3788.254639
	Iteration 23Q: 3 clusters Score -1.253014e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 112646 members 
Entering Unmasked Estep 
Score: -12530425.000000 Penalty: 3788.254639
	Iteration 24Q: 3 clusters Score -1.253042e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 112899 members 
Entering Unmasked Estep 
Score: -12530660.000000 Penalty: 3788.254639
	Iteration 25Q: 3 clusters Score -1.253066e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 113081 members 
Entering Unmasked Estep 
Score: -12530822.000000 Penalty: 3788.254639
	Iteration 26Q: 3 clusters Score -1.253082e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -12530963.000000 Penalty: 3788.254639
	Iteration 27Q: 3 clusters Score -1.253096e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -12531035.000000 Penalty: 3788.254639
	Iteration 28Q: 3 clusters Score -1.253104e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -12531066.000000 Penalty: 3788.254639
	Iteration 29Q: 3 clusters Score -1.253107e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -12531125.000000 Penalty: 3788.254639
	Iteration 30Q: 3 clusters Score -1.253112e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -12531172.000000 Penalty: 3788.254639
	Iteration 31Q: 3 clusters Score -1.253117e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 113494 members 
Entering Unmasked Estep 
Score: -12531184.000000 Penalty: 3788.254639
	Iteration 32Q: 3 clusters Score -1.253118e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 113514 members 
Entering Unmasked Estep 
Score: -12531211.000000 Penalty: 3788.254639
	Iteration 33Q: 3 clusters Score -1.253121e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 113531 members 
Entering Unmasked Estep 
Score: -12531226.000000 Penalty: 3788.254639
	Iteration 34Q: 3 clusters Score -1.253123e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -12531216.000000 Penalty: 3788.254639
	Iteration 35Q: 3 clusters Score -1.253122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 113571 members 
Entering Unmasked Estep 
Score: -12531216.000000 Penalty: 3788.254639
	Iteration 36Q: 3 clusters Score -1.253122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -12531218.000000 Penalty: 3788.254639
	Iteration 37Q: 3 clusters Score -1.253122e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 113594 members 
Entering Unmasked Estep 
Score: -12531239.000000 Penalty: 3788.254639
	Iteration 38Q: 3 clusters Score -1.253124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 113599 members 
Entering Unmasked Estep 
Score: -12531262.000000 Penalty: 3788.254639
	Iteration 39Q: 3 clusters Score -1.253126e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 113597 members 
Entering Unmasked Estep 
Score: -12531281.000000 Penalty: 3788.254639
	Iteration 40F: 3 clusters Score -1.253128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 113581 members 
Entering Unmasked Estep 
Score: -12531288.000000 Penalty: 3788.254639
	Iteration 41Q: 3 clusters Score -1.253129e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 113577 members 
Entering Unmasked Estep 
Score: -12531274.000000 Penalty: 3788.254639
	Iteration 42Q: 3 clusters Score -1.253127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 113567 members 
Entering Unmasked Estep 
Score: -12531312.000000 Penalty: 3788.254639
	Iteration 43Q: 3 clusters Score -1.253131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 113563 members 
Entering Unmasked Estep 
Score: -12531326.000000 Penalty: 3788.254639
	Iteration 44Q: 3 clusters Score -1.253133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 113567 members 
Entering Unmasked Estep 
Score: -12531317.000000 Penalty: 3788.254639
	Iteration 45Q: 3 clusters Score -1.253132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 113571 members 
Entering Unmasked Estep 
Score: -12531312.000000 Penalty: 3788.254639
	Iteration 46Q: 3 clusters Score -1.253131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 113574 members 
Entering Unmasked Estep 
Score: -12531317.000000 Penalty: 3788.254639
	Iteration 47Q: 3 clusters Score -1.253132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -12531322.000000 Penalty: 3788.254639
	Iteration 48Q: 3 clusters Score -1.253132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 113576 members 
Entering Unmasked Estep 
Score: -12531323.000000 Penalty: 3788.254639
	Iteration 49Q: 3 clusters Score -1.253132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -12531336.000000 Penalty: 3788.254639
	Iteration 50Q: 3 clusters Score -1.253134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 113586 members 
Entering Unmasked Estep 
Score: -12531331.000000 Penalty: 3788.254639
	Iteration 51Q: 3 clusters Score -1.253133e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -12531348.000000 Penalty: 3788.254639
	Iteration 52Q: 3 clusters Score -1.253135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 113601 members 
Entering Unmasked Estep 
Score: -12531343.000000 Penalty: 3788.254639
	Iteration 53Q: 3 clusters Score -1.253134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -12531349.000000 Penalty: 3788.254639
	Iteration 54Q: 3 clusters Score -1.253135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 113609 members 
Entering Unmasked Estep 
Score: -12531349.000000 Penalty: 3788.254639
	Iteration 55Q: 3 clusters Score -1.253135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -12531349.000000 Penalty: 3788.254639
	Iteration 56Q: 3 clusters Score -1.253135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -12531338.000000 Penalty: 3788.254639
	Iteration 57Q: 3 clusters Score -1.253134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -12531353.000000 Penalty: 3788.254639
	Iteration 58Q: 3 clusters Score -1.253135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -12531353.000000 Penalty: 3788.254639
	Iteration 59Q: 3 clusters Score -1.253135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 113640 members 
Entering Unmasked Estep 
Score: -12531357.000000 Penalty: 3788.254639
	Iteration 60F: 3 clusters Score -1.253136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 113649 members 
Entering Unmasked Estep 
Score: -12531375.000000 Penalty: 3788.254639
	Iteration 61Q: 3 clusters Score -1.253138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -12531369.000000 Penalty: 3788.254639
	Iteration 62Q: 3 clusters Score -1.253137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -12531367.000000 Penalty: 3788.254639
	Iteration 63Q: 3 clusters Score -1.253137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -12531362.000000 Penalty: 3788.254639
	Iteration 64Q: 3 clusters Score -1.253136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -12531349.000000 Penalty: 3788.254639
	Iteration 65Q: 3 clusters Score -1.253135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 113658 members 
Entering Unmasked Estep 
Score: -12531351.000000 Penalty: 3788.254639
	Iteration 66Q: 3 clusters Score -1.253135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -12531362.000000 Penalty: 3788.254639
	Iteration 67Q: 3 clusters Score -1.253136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 113657 members 
Entering Unmasked Estep 
Score: -12531379.000000 Penalty: 3788.254639
	Iteration 68Q: 3 clusters Score -1.253138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 113657 members 
Entering Unmasked Estep 
Score: -12531379.000000 Penalty: 3788.254639
	Iteration 69F: 3 clusters Score -1.253138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -141719.734375 Penalty: 1185.336304
	Iteration 0F: 2 clusters Score -141719.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140043.171875 Penalty: 2370.672607
	Iteration 0F: 3 clusters Score -140043.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -140609.046875 Penalty: 2370.672607
	Iteration 1F: 3 clusters Score -140609 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -140932.031250 Penalty: 2370.672607
	Iteration 2F: 3 clusters Score -140932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -141234.375000 Penalty: 2370.672607
	Iteration 3F: 3 clusters Score -141234.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -141531.968750 Penalty: 2370.672607
	Iteration 4F: 3 clusters Score -141532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -141760.484375 Penalty: 2370.672607
	Iteration 5F: 3 clusters Score -141760.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -141836.171875 Penalty: 2370.672607
	Iteration 6Q: 3 clusters Score -141836.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -141872.500000 Penalty: 2370.672607
	Iteration 7Q: 3 clusters Score -141872.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -141912.656250 Penalty: 2370.672607
	Iteration 8Q: 3 clusters Score -141912.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -141965.750000 Penalty: 2370.672607
	Iteration 9Q: 3 clusters Score -141965.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -142028.531250 Penalty: 2370.672607
	Iteration 10Q: 3 clusters Score -142028.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -142094.625000 Penalty: 2370.672607
	Iteration 11Q: 3 clusters Score -142094.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142204.656250 Penalty: 2370.672607
	Iteration 12Q: 3 clusters Score -142204.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142322.984375 Penalty: 2370.672607
	Iteration 13Q: 3 clusters Score -142323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -142403.437500 Penalty: 2370.672607
	Iteration 14Q: 3 clusters Score -142403.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -142431.937500 Penalty: 2370.672607
	Iteration 15Q: 3 clusters Score -142431.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -142437.937500 Penalty: 2370.672607
	Iteration 16Q: 3 clusters Score -142437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -142443.984375 Penalty: 2370.672607
	Iteration 17Q: 3 clusters Score -142444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -142446.250000 Penalty: 2370.672607
	Iteration 18Q: 3 clusters Score -142446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -142447.578125 Penalty: 2370.672607
	Iteration 19Q: 3 clusters Score -142447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -142448.500000 Penalty: 2370.672607
	Iteration 20F: 3 clusters Score -142448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -142450.453125 Penalty: 2370.672607
	Iteration 21Q: 3 clusters Score -142450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -142453.031250 Penalty: 2370.672607
	Iteration 22Q: 3 clusters Score -142453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -142453.921875 Penalty: 2370.672607
	Iteration 23Q: 3 clusters Score -142453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -142454.765625 Penalty: 2370.672607
	Iteration 24Q: 3 clusters Score -142454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -142455.343750 Penalty: 2370.672607
	Iteration 25Q: 3 clusters Score -142455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -142455.343750 Penalty: 2370.672607
	Iteration 26F: 3 clusters Score -142455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 8 contains 35763 members 
Mstep: Class 10 contains 66892 members 
Mstep: Class 13 contains 115401 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 16 contains 175866 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104921 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176407 members 
Entering Unmasked Estep 
Score: -93845768.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93846400.000000 to -93845768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (175866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Entering Unmasked Estep 
Score: -19052160.000000 Penalty: 1962.590088
	Iteration 0F: 2 clusters Score -1.905216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -18936292.000000 Penalty: 3925.180176
	Iteration 0F: 3 clusters Score -1.893629e+07 nChanged 85106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93547 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -18986466.000000 Penalty: 3925.180176
	Iteration 1F: 3 clusters Score -1.898647e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -18988106.000000 Penalty: 3925.180176
	Iteration 2Q: 3 clusters Score -1.898811e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102622 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -18990636.000000 Penalty: 3925.180176
	Iteration 3Q: 3 clusters Score -1.899064e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110703 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -18994908.000000 Penalty: 3925.180176
	Iteration 4Q: 3 clusters Score -1.899491e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122247 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -19002638.000000 Penalty: 3925.180176
	Iteration 5F: 3 clusters Score -1.900264e+07 nChanged 15145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137372 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -19015048.000000 Penalty: 3925.180176
	Iteration 6F: 3 clusters Score -1.901505e+07 nChanged 16376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153746 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -19030536.000000 Penalty: 3925.180176
	Iteration 7F: 3 clusters Score -1.903054e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166654 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -19042724.000000 Penalty: 3925.180176
	Iteration 8F: 3 clusters Score -1.904272e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173058 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -19048236.000000 Penalty: 3925.180176
	Iteration 9Q: 3 clusters Score -1.904824e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175053 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19049756.000000 Penalty: 3925.180176
	Iteration 10Q: 3 clusters Score -1.904976e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19050162.000000 Penalty: 3925.180176
	Iteration 11Q: 3 clusters Score -1.905016e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175611 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19050310.000000 Penalty: 3925.180176
	Iteration 12Q: 3 clusters Score -1.905031e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19050422.000000 Penalty: 3925.180176
	Iteration 13Q: 3 clusters Score -1.905042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175663 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19050462.000000 Penalty: 3925.180176
	Iteration 14Q: 3 clusters Score -1.905046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175674 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19050480.000000 Penalty: 3925.180176
	Iteration 15Q: 3 clusters Score -1.905048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19050510.000000 Penalty: 3925.180176
	Iteration 16Q: 3 clusters Score -1.905051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19050516.000000 Penalty: 3925.180176
	Iteration 17Q: 3 clusters Score -1.905052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19050520.000000 Penalty: 3925.180176
	Iteration 18Q: 3 clusters Score -1.905052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19050524.000000 Penalty: 3925.180176
	Iteration 19Q: 3 clusters Score -1.905052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19050532.000000 Penalty: 3925.180176
	Iteration 20F: 3 clusters Score -1.905053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Entering Unmasked Estep 
Score: -5036402.500000 Penalty: 1744.151367
	Iteration 0F: 2 clusters Score -5036402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -5005681.500000 Penalty: 3488.302734
	Iteration 0F: 3 clusters Score -5005682 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5017579.000000 Penalty: 3488.302734
	Iteration 1F: 3 clusters Score -5017579 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -5017928.500000 Penalty: 3488.302734
	Iteration 2Q: 3 clusters Score -5017928 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5018297.500000 Penalty: 3488.302734
	Iteration 3Q: 3 clusters Score -5018298 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -5018743.500000 Penalty: 3488.302734
	Iteration 4Q: 3 clusters Score -5018744 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -5019275.500000 Penalty: 3488.302734
	Iteration 5Q: 3 clusters Score -5019276 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -5020003.500000 Penalty: 3488.302734
	Iteration 6Q: 3 clusters Score -5020004 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5021072.000000 Penalty: 3488.302734
	Iteration 7Q: 3 clusters Score -5021072 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -5022779.000000 Penalty: 3488.302734
	Iteration 8F: 3 clusters Score -5022779 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -5025588.500000 Penalty: 3488.302734
	Iteration 9F: 3 clusters Score -5025588 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -5028912.000000 Penalty: 3488.302734
	Iteration 10F: 3 clusters Score -5028912 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5031668.500000 Penalty: 3488.302734
	Iteration 11F: 3 clusters Score -5031668 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5033288.500000 Penalty: 3488.302734
	Iteration 12Q: 3 clusters Score -5033288 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -5034065.500000 Penalty: 3488.302734
	Iteration 13Q: 3 clusters Score -5034066 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -5034467.500000 Penalty: 3488.302734
	Iteration 14Q: 3 clusters Score -5034468 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -5034645.500000 Penalty: 3488.302734
	Iteration 15Q: 3 clusters Score -5034646 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -5034760.000000 Penalty: 3488.302734
	Iteration 16Q: 3 clusters Score -5034760 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -5034821.500000 Penalty: 3488.302734
	Iteration 17Q: 3 clusters Score -5034822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -5034877.000000 Penalty: 3488.302734
	Iteration 18Q: 3 clusters Score -5034877 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -5034929.500000 Penalty: 3488.302734
	Iteration 19Q: 3 clusters Score -5034930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5034966.000000 Penalty: 3488.302734
	Iteration 20F: 3 clusters Score -5034966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -5034980.500000 Penalty: 3488.302734
	Iteration 21Q: 3 clusters Score -5034980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5034996.500000 Penalty: 3488.302734
	Iteration 22Q: 3 clusters Score -5034996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -5035010.000000 Penalty: 3488.302734
	Iteration 23Q: 3 clusters Score -5035010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -5035023.500000 Penalty: 3488.302734
	Iteration 24Q: 3 clusters Score -5035024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5035031.000000 Penalty: 3488.302734
	Iteration 25Q: 3 clusters Score -5035031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -5035034.000000 Penalty: 3488.302734
	Iteration 26Q: 3 clusters Score -5035034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -5035033.500000 Penalty: 3488.302734
	Iteration 27Q: 3 clusters Score -5035034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -5035040.500000 Penalty: 3488.302734
	Iteration 28Q: 3 clusters Score -5035040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -5035044.500000 Penalty: 3488.302734
	Iteration 29Q: 3 clusters Score -5035044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -5035044.500000 Penalty: 3488.302734
	Iteration 30Q: 3 clusters Score -5035044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -5035042.500000 Penalty: 3488.302734
	Iteration 31Q: 3 clusters Score -5035042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5035040.000000 Penalty: 3488.302734
	Iteration 32Q: 3 clusters Score -5035040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -5035041.500000 Penalty: 3488.302734
	Iteration 33Q: 3 clusters Score -5035042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5035043.000000 Penalty: 3488.302734
	Iteration 34Q: 3 clusters Score -5035043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5035043.000000 Penalty: 3488.302734
	Iteration 35F: 3 clusters Score -5035043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -390632.062500 Penalty: 1332.858887
	Iteration 0F: 2 clusters Score -390632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -387459.156250 Penalty: 2665.717773
	Iteration 0F: 3 clusters Score -387459.2 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -388283.406250 Penalty: 2665.717773
	Iteration 1F: 3 clusters Score -388283.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -388441.843750 Penalty: 2665.717773
	Iteration 2F: 3 clusters Score -388441.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -388533.500000 Penalty: 2665.717773
	Iteration 3Q: 3 clusters Score -388533.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -388618.156250 Penalty: 2665.717773
	Iteration 4Q: 3 clusters Score -388618.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -388672.218750 Penalty: 2665.717773
	Iteration 5Q: 3 clusters Score -388672.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -388726.000000 Penalty: 2665.717773
	Iteration 6Q: 3 clusters Score -388726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -388787.062500 Penalty: 2665.717773
	Iteration 7Q: 3 clusters Score -388787.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -388844.468750 Penalty: 2665.717773
	Iteration 8Q: 3 clusters Score -388844.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -388901.593750 Penalty: 2665.717773
	Iteration 9Q: 3 clusters Score -388901.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -388965.437500 Penalty: 2665.717773
	Iteration 10Q: 3 clusters Score -388965.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -389022.406250 Penalty: 2665.717773
	Iteration 11Q: 3 clusters Score -389022.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -389083.468750 Penalty: 2665.717773
	Iteration 12Q: 3 clusters Score -389083.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -389138.218750 Penalty: 2665.717773
	Iteration 13Q: 3 clusters Score -389138.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -389190.218750 Penalty: 2665.717773
	Iteration 14Q: 3 clusters Score -389190.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -389239.875000 Penalty: 2665.717773
	Iteration 15Q: 3 clusters Score -389239.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -389287.187500 Penalty: 2665.717773
	Iteration 16Q: 3 clusters Score -389287.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -389338.625000 Penalty: 2665.717773
	Iteration 17Q: 3 clusters Score -389338.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -389378.406250 Penalty: 2665.717773
	Iteration 18Q: 3 clusters Score -389378.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -389404.125000 Penalty: 2665.717773
	Iteration 19Q: 3 clusters Score -389404.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -389421.593750 Penalty: 2665.717773
	Iteration 20F: 3 clusters Score -389421.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -389438.687500 Penalty: 2665.717773
	Iteration 21Q: 3 clusters Score -389438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -389450.593750 Penalty: 2665.717773
	Iteration 22Q: 3 clusters Score -389450.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -389462.375000 Penalty: 2665.717773
	Iteration 23Q: 3 clusters Score -389462.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -389474.312500 Penalty: 2665.717773
	Iteration 24Q: 3 clusters Score -389474.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -389486.750000 Penalty: 2665.717773
	Iteration 25Q: 3 clusters Score -389486.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -389496.468750 Penalty: 2665.717773
	Iteration 26Q: 3 clusters Score -389496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -389503.781250 Penalty: 2665.717773
	Iteration 27Q: 3 clusters Score -389503.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -389508.562500 Penalty: 2665.717773
	Iteration 28Q: 3 clusters Score -389508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -389513.312500 Penalty: 2665.717773
	Iteration 29Q: 3 clusters Score -389513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -389518.625000 Penalty: 2665.717773
	Iteration 30Q: 3 clusters Score -389518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -389526.000000 Penalty: 2665.717773
	Iteration 31Q: 3 clusters Score -389526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -389529.531250 Penalty: 2665.717773
	Iteration 32Q: 3 clusters Score -389529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -389531.687500 Penalty: 2665.717773
	Iteration 33Q: 3 clusters Score -389531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -389533.281250 Penalty: 2665.717773
	Iteration 34Q: 3 clusters Score -389533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -389537.000000 Penalty: 2665.717773
	Iteration 35Q: 3 clusters Score -389537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -389539.125000 Penalty: 2665.717773
	Iteration 36Q: 3 clusters Score -389539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -389539.781250 Penalty: 2665.717773
	Iteration 37Q: 3 clusters Score -389539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -389540.687500 Penalty: 2665.717773
	Iteration 38Q: 3 clusters Score -389540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -389543.187500 Penalty: 2665.717773
	Iteration 39Q: 3 clusters Score -389543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -389544.937500 Penalty: 2665.717773
	Iteration 40F: 3 clusters Score -389544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -389545.125000 Penalty: 2665.717773
	Iteration 41Q: 3 clusters Score -389545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -389547.187500 Penalty: 2665.717773
	Iteration 42Q: 3 clusters Score -389547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -389548.500000 Penalty: 2665.717773
	Iteration 43Q: 3 clusters Score -389548.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -389548.500000 Penalty: 2665.717773
	Iteration 44F: 3 clusters Score -389548.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104921 members 
Entering Unmasked Estep 
Score: -11414418.000000 Penalty: 1878.656494
	Iteration 0F: 2 clusters Score -1.141442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -11344371.000000 Penalty: 3757.312988
	Iteration 0F: 3 clusters Score -1.134437e+07 nChanged 50250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -11373328.000000 Penalty: 3757.312988
	Iteration 1F: 3 clusters Score -1.137333e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -11373661.000000 Penalty: 3757.312988
	Iteration 2Q: 3 clusters Score -1.137366e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -11374300.000000 Penalty: 3757.312988
	Iteration 3Q: 3 clusters Score -1.13743e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -11375280.000000 Penalty: 3757.312988
	Iteration 4Q: 3 clusters Score -1.137528e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -11377102.000000 Penalty: 3757.312988
	Iteration 5Q: 3 clusters Score -1.13771e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -11380555.000000 Penalty: 3757.312988
	Iteration 6F: 3 clusters Score -1.138056e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -11386762.000000 Penalty: 3757.312988
	Iteration 7F: 3 clusters Score -1.138676e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -11395481.000000 Penalty: 3757.312988
	Iteration 8F: 3 clusters Score -1.139548e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -11404171.000000 Penalty: 3757.312988
	Iteration 9F: 3 clusters Score -1.140417e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 101719 members 
Entering Unmasked Estep 
Score: -11409732.000000 Penalty: 3757.312988
	Iteration 10F: 3 clusters Score -1.140973e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -11411841.000000 Penalty: 3757.312988
	Iteration 11Q: 3 clusters Score -1.141184e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104533 members 
Entering Unmasked Estep 
Score: -11412394.000000 Penalty: 3757.312988
	Iteration 12Q: 3 clusters Score -1.141239e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 104707 members 
Entering Unmasked Estep 
Score: -11412581.000000 Penalty: 3757.312988
	Iteration 13Q: 3 clusters Score -1.141258e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 104763 members 
Entering Unmasked Estep 
Score: -11412672.000000 Penalty: 3757.312988
	Iteration 14Q: 3 clusters Score -1.141267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 104778 members 
Entering Unmasked Estep 
Score: -11412701.000000 Penalty: 3757.312988
	Iteration 15Q: 3 clusters Score -1.14127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -11412706.000000 Penalty: 3757.312988
	Iteration 16Q: 3 clusters Score -1.141271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -11412709.000000 Penalty: 3757.312988
	Iteration 17Q: 3 clusters Score -1.141271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -11412712.000000 Penalty: 3757.312988
	Iteration 18Q: 3 clusters Score -1.141271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104786 members 
Entering Unmasked Estep 
Score: -11412713.000000 Penalty: 3757.312988
	Iteration 19Q: 3 clusters Score -1.141271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104786 members 
Entering Unmasked Estep 
Score: -11412713.000000 Penalty: 3757.312988
	Iteration 20F: 3 clusters Score -1.141271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -374052.218750 Penalty: 1334.145142
	Iteration 0F: 2 clusters Score -374052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -370937.687500 Penalty: 2668.290283
	Iteration 0F: 3 clusters Score -370937.7 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -371777.000000 Penalty: 2668.290283
	Iteration 1F: 3 clusters Score -371777 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -372021.000000 Penalty: 2668.290283
	Iteration 2F: 3 clusters Score -372021 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -372203.937500 Penalty: 2668.290283
	Iteration 3F: 3 clusters Score -372203.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -372365.687500 Penalty: 2668.290283
	Iteration 4F: 3 clusters Score -372365.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -372508.718750 Penalty: 2668.290283
	Iteration 5F: 3 clusters Score -372508.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -372617.906250 Penalty: 2668.290283
	Iteration 6F: 3 clusters Score -372617.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -372705.625000 Penalty: 2668.290283
	Iteration 7Q: 3 clusters Score -372705.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -372785.812500 Penalty: 2668.290283
	Iteration 8Q: 3 clusters Score -372785.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -372855.812500 Penalty: 2668.290283
	Iteration 9Q: 3 clusters Score -372855.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -372909.281250 Penalty: 2668.290283
	Iteration 10Q: 3 clusters Score -372909.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -372966.281250 Penalty: 2668.290283
	Iteration 11Q: 3 clusters Score -372966.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -373022.312500 Penalty: 2668.290283
	Iteration 12Q: 3 clusters Score -373022.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -373068.781250 Penalty: 2668.290283
	Iteration 13Q: 3 clusters Score -373068.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -373128.718750 Penalty: 2668.290283
	Iteration 14Q: 3 clusters Score -373128.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -373176.343750 Penalty: 2668.290283
	Iteration 15Q: 3 clusters Score -373176.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -373226.062500 Penalty: 2668.290283
	Iteration 16Q: 3 clusters Score -373226.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -373284.093750 Penalty: 2668.290283
	Iteration 17Q: 3 clusters Score -373284.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -373333.906250 Penalty: 2668.290283
	Iteration 18Q: 3 clusters Score -373333.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -373372.781250 Penalty: 2668.290283
	Iteration 19Q: 3 clusters Score -373372.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -373419.156250 Penalty: 2668.290283
	Iteration 20F: 3 clusters Score -373419.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -373462.281250 Penalty: 2668.290283
	Iteration 21Q: 3 clusters Score -373462.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -373502.843750 Penalty: 2668.290283
	Iteration 22Q: 3 clusters Score -373502.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -373540.093750 Penalty: 2668.290283
	Iteration 23Q: 3 clusters Score -373540.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -373567.343750 Penalty: 2668.290283
	Iteration 24Q: 3 clusters Score -373567.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -373595.531250 Penalty: 2668.290283
	Iteration 25Q: 3 clusters Score -373595.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -373611.156250 Penalty: 2668.290283
	Iteration 26Q: 3 clusters Score -373611.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -373618.531250 Penalty: 2668.290283
	Iteration 27Q: 3 clusters Score -373618.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -373627.031250 Penalty: 2668.290283
	Iteration 28Q: 3 clusters Score -373627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -373632.812500 Penalty: 2668.290283
	Iteration 29Q: 3 clusters Score -373632.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -373637.156250 Penalty: 2668.290283
	Iteration 30Q: 3 clusters Score -373637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -373638.375000 Penalty: 2668.290283
	Iteration 31Q: 3 clusters Score -373638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -373638.812500 Penalty: 2668.290283
	Iteration 32Q: 3 clusters Score -373638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -373639.187500 Penalty: 2668.290283
	Iteration 33Q: 3 clusters Score -373639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -373640.312500 Penalty: 2668.290283
	Iteration 34Q: 3 clusters Score -373640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -373640.312500 Penalty: 2668.290283
	Iteration 35F: 3 clusters Score -373640.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Entering Unmasked Estep 
Score: -5970720.000000 Penalty: 1771.907471
	Iteration 0F: 2 clusters Score -5970720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -5934313.000000 Penalty: 3543.814941
	Iteration 0F: 3 clusters Score -5934313 nChanged 25665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -5949003.000000 Penalty: 3543.814941
	Iteration 1F: 3 clusters Score -5949003 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -5949587.500000 Penalty: 3543.814941
	Iteration 2Q: 3 clusters Score -5949588 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5950331.500000 Penalty: 3543.814941
	Iteration 3Q: 3 clusters Score -5950332 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5951390.000000 Penalty: 3543.814941
	Iteration 4Q: 3 clusters Score -5951390 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -5952813.000000 Penalty: 3543.814941
	Iteration 5Q: 3 clusters Score -5952813 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -5954844.000000 Penalty: 3543.814941
	Iteration 6F: 3 clusters Score -5954844 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -5957439.000000 Penalty: 3543.814941
	Iteration 7F: 3 clusters Score -5957439 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -5960081.500000 Penalty: 3543.814941
	Iteration 8F: 3 clusters Score -5960082 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5961582.500000 Penalty: 3543.814941
	Iteration 9F: 3 clusters Score -5961582 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -5962283.000000 Penalty: 3543.814941
	Iteration 10Q: 3 clusters Score -5962283 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -5962614.000000 Penalty: 3543.814941
	Iteration 11Q: 3 clusters Score -5962614 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -5962796.500000 Penalty: 3543.814941
	Iteration 12Q: 3 clusters Score -5962796 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5962965.000000 Penalty: 3543.814941
	Iteration 13Q: 3 clusters Score -5962965 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5963083.500000 Penalty: 3543.814941
	Iteration 14Q: 3 clusters Score -5963084 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5963205.000000 Penalty: 3543.814941
	Iteration 15Q: 3 clusters Score -5963205 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -5963328.500000 Penalty: 3543.814941
	Iteration 16Q: 3 clusters Score -5963328 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -5963479.500000 Penalty: 3543.814941
	Iteration 17Q: 3 clusters Score -5963480 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -5963556.000000 Penalty: 3543.814941
	Iteration 18Q: 3 clusters Score -5963556 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5963678.000000 Penalty: 3543.814941
	Iteration 19Q: 3 clusters Score -5963678 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -5963733.500000 Penalty: 3543.814941
	Iteration 20F: 3 clusters Score -5963734 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -5963816.000000 Penalty: 3543.814941
	Iteration 21Q: 3 clusters Score -5963816 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -5963835.500000 Penalty: 3543.814941
	Iteration 22Q: 3 clusters Score -5963836 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5963893.000000 Penalty: 3543.814941
	Iteration 23Q: 3 clusters Score -5963893 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -5963926.500000 Penalty: 3543.814941
	Iteration 24Q: 3 clusters Score -5963926 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5963961.000000 Penalty: 3543.814941
	Iteration 25Q: 3 clusters Score -5963961 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -5963995.000000 Penalty: 3543.814941
	Iteration 26Q: 3 clusters Score -5963995 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -5964004.000000 Penalty: 3543.814941
	Iteration 27Q: 3 clusters Score -5964004 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -5964041.000000 Penalty: 3543.814941
	Iteration 28Q: 3 clusters Score -5964041 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -5964043.000000 Penalty: 3543.814941
	Iteration 29Q: 3 clusters Score -5964043 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -5964042.500000 Penalty: 3543.814941
	Iteration 30Q: 3 clusters Score -5964042 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -5964057.000000 Penalty: 3543.814941
	Iteration 31Q: 3 clusters Score -5964057 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5964087.500000 Penalty: 3543.814941
	Iteration 32Q: 3 clusters Score -5964088 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -5964122.000000 Penalty: 3543.814941
	Iteration 33Q: 3 clusters Score -5964122 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -5964126.000000 Penalty: 3543.814941
	Iteration 34Q: 3 clusters Score -5964126 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -5964110.000000 Penalty: 3543.814941
	Iteration 35Q: 3 clusters Score -5964110 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5964120.000000 Penalty: 3543.814941
	Iteration 36Q: 3 clusters Score -5964120 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5964142.500000 Penalty: 3543.814941
	Iteration 37Q: 3 clusters Score -5964142 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -5964160.000000 Penalty: 3543.814941
	Iteration 38Q: 3 clusters Score -5964160 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5964169.500000 Penalty: 3543.814941
	Iteration 39Q: 3 clusters Score -5964170 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -5964186.000000 Penalty: 3543.814941
	Iteration 40F: 3 clusters Score -5964186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -5964199.000000 Penalty: 3543.814941
	Iteration 41Q: 3 clusters Score -5964199 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5964224.000000 Penalty: 3543.814941
	Iteration 42Q: 3 clusters Score -5964224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -5964221.500000 Penalty: 3543.814941
	Iteration 43Q: 3 clusters Score -5964222 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5964227.500000 Penalty: 3543.814941
	Iteration 44Q: 3 clusters Score -5964228 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5964226.500000 Penalty: 3543.814941
	Iteration 45Q: 3 clusters Score -5964226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5964218.500000 Penalty: 3543.814941
	Iteration 46Q: 3 clusters Score -5964218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -5964245.000000 Penalty: 3543.814941
	Iteration 47Q: 3 clusters Score -5964245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5964252.000000 Penalty: 3543.814941
	Iteration 48Q: 3 clusters Score -5964252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5964261.500000 Penalty: 3543.814941
	Iteration 49Q: 3 clusters Score -5964262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -5964250.500000 Penalty: 3543.814941
	Iteration 50Q: 3 clusters Score -5964250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -5964268.500000 Penalty: 3543.814941
	Iteration 51Q: 3 clusters Score -5964268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -5964275.500000 Penalty: 3543.814941
	Iteration 52Q: 3 clusters Score -5964276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5964275.500000 Penalty: 3543.814941
	Iteration 53Q: 3 clusters Score -5964276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5964264.500000 Penalty: 3543.814941
	Iteration 54Q: 3 clusters Score -5964264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5964268.500000 Penalty: 3543.814941
	Iteration 55Q: 3 clusters Score -5964268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5964277.500000 Penalty: 3543.814941
	Iteration 56Q: 3 clusters Score -5964278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -5964270.500000 Penalty: 3543.814941
	Iteration 57Q: 3 clusters Score -5964270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5964267.000000 Penalty: 3543.814941
	Iteration 58Q: 3 clusters Score -5964267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5964265.000000 Penalty: 3543.814941
	Iteration 59Q: 3 clusters Score -5964265 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5964263.000000 Penalty: 3543.814941
	Iteration 60F: 3 clusters Score -5964263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5964285 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5964290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5964312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5964315 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -5964341.500000 Penalty: 3543.814941
	Iteration 65Q: 3 clusters Score -5964342 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -5964337.500000 Penalty: 3543.814941
	Iteration 66Q: 3 clusters Score -5964338 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -5964346.000000 Penalty: 3543.814941
	Iteration 67Q: 3 clusters Score -5964346 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5964361 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5964368 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -5964370.500000 Penalty: 3543.814941
	Iteration 70Q: 3 clusters Score -5964370 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5964394.500000 Penalty: 3543.814941
	Iteration 71Q: 3 clusters Score -5964394 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5964418.000000 Penalty: 3543.814941
	Iteration 72Q: 3 clusters Score -5964418 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5964416.500000 Penalty: 3543.814941
	Iteration 73Q: 3 clusters Score -5964416 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5964442.500000 Penalty: 3543.814941
	Iteration 74Q: 3 clusters Score -5964442 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5964452.500000 Penalty: 3543.814941
	Iteration 75Q: 3 clusters Score -5964452 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5964470 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5964489 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5964508 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5964538 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5964526.500000 Penalty: 3543.814941
	Iteration 80F: 3 clusters Score -5964526 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5964580 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -5964628.500000 Penalty: 3543.814941
	Iteration 82Q: 3 clusters Score -5964628 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -5964650.500000 Penalty: 3543.814941
	Iteration 83Q: 3 clusters Score -5964650 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5964673 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -5964721.500000 Penalty: 3543.814941
	Iteration 85Q: 3 clusters Score -5964722 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5964746 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5964778 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -5964825.500000 Penalty: 3543.814941
	Iteration 88Q: 3 clusters Score -5964826 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5964868 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -5964905.000000 Penalty: 3543.814941
	Iteration 90Q: 3 clusters Score -5964905 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5964950 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5964996 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -5965037.500000 Penalty: 3543.814941
	Iteration 93Q: 3 clusters Score -5965038 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5965087 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5965154.500000 Penalty: 3543.814941
	Iteration 95Q: 3 clusters Score -5965154 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5965233 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5965312.000000 Penalty: 3543.814941
	Iteration 97Q: 3 clusters Score -5965312 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5965368 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5965454 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -5965508.500000 Penalty: 3543.814941
	Iteration 100F: 3 clusters Score -5965508 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5965596 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5965712 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5965846 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -5965947.500000 Penalty: 3543.814941
	Iteration 104Q: 3 clusters Score -5965948 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5966072 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5966202 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5966398 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5966578 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -5966711.500000 Penalty: 3543.814941
	Iteration 109Q: 3 clusters Score -5966712 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5966888 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5967060 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5967258 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5967444 nChanged 499
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Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5967622 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5967788 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5967948 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5968127 nChanged 389
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5968266 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5968400.000000 Penalty: 3543.814941
	Iteration 119Q: 3 clusters Score -5968400 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5968517.500000 Penalty: 3543.814941
	Iteration 120F: 3 clusters Score -5968518 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5968656.000000 Penalty: 3543.814941
	Iteration 121Q: 3 clusters Score -5968656 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5968763.000000 Penalty: 3543.814941
	Iteration 122Q: 3 clusters Score -5968763 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5968846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5968901.000000 Penalty: 3543.814941
	Iteration 124Q: 3 clusters Score -5968901 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5968945 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5968990 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5969022.000000 Penalty: 3543.814941
	Iteration 127Q: 3 clusters Score -5969022 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5969064 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5969084 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5969115.500000 Penalty: 3543.814941
	Iteration 130Q: 3 clusters Score -5969116 nChanged 42
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Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5969131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5969148.500000 Penalty: 3543.814941
	Iteration 132Q: 3 clusters Score -5969148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5969166.000000 Penalty: 3543.814941
	Iteration 133Q: 3 clusters Score -5969166 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5969170.000000 Penalty: 3543.814941
	Iteration 134Q: 3 clusters Score -5969170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5969184.500000 Penalty: 3543.814941
	Iteration 135Q: 3 clusters Score -5969184 nChanged 19
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Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5969183.000000 Penalty: 3543.814941
	Iteration 136Q: 3 clusters Score -5969183 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5969195.000000 Penalty: 3543.814941
	Iteration 137Q: 3 clusters Score -5969195 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5969208 nChanged 12
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Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5969210 nChanged 8
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Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5969210 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5969215.000000 Penalty: 3543.814941
	Iteration 141Q: 3 clusters Score -5969215 nChanged 13
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Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5969216.000000 Penalty: 3543.814941
	Iteration 142Q: 3 clusters Score -5969216 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5969222.000000 Penalty: 3543.814941
	Iteration 143Q: 3 clusters Score -5969222 nChanged 9
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Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5969222 nChanged 1
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Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5969224 nChanged 2
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Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5969227.000000 Penalty: 3543.814941
	Iteration 146Q: 3 clusters Score -5969227 nChanged 5
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Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5969231 nChanged 4
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Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5969233 nChanged 2
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Mstep: Class 1 contains 53680 members 
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	Iteration 149Q: 3 clusters Score -5969233 nChanged 5
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Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5969240.500000 Penalty: 3543.814941
	Iteration 150Q: 3 clusters Score -5969240 nChanged 4
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Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5969235.500000 Penalty: 3543.814941
	Iteration 151Q: 3 clusters Score -5969236 nChanged 4
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Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5969237.000000 Penalty: 3543.814941
	Iteration 152Q: 3 clusters Score -5969237 nChanged 5
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Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5969244.000000 Penalty: 3543.814941
	Iteration 153Q: 3 clusters Score -5969244 nChanged 3
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Mstep: Class 1 contains 53697 members 
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Entering Unmasked Estep 
Score: -5969240.500000 Penalty: 3543.814941
	Iteration 154Q: 3 clusters Score -5969240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5969240.500000 Penalty: 3543.814941
	Iteration 155Q: 3 clusters Score -5969240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5969240.500000 Penalty: 3543.814941
	Iteration 156F: 3 clusters Score -5969240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176407 members 
Entering Unmasked Estep 
Score: -19134074.000000 Penalty: 1963.089233
	Iteration 0F: 2 clusters Score -1.913407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88056 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -19018542.000000 Penalty: 3926.178467
	Iteration 0F: 3 clusters Score -1.901854e+07 nChanged 85087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -19069206.000000 Penalty: 3926.178467
	Iteration 1F: 3 clusters Score -1.906921e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -19070584.000000 Penalty: 3926.178467
	Iteration 2Q: 3 clusters Score -1.907058e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -19072812.000000 Penalty: 3926.178467
	Iteration 3Q: 3 clusters Score -1.907281e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -19076212.000000 Penalty: 3926.178467
	Iteration 4Q: 3 clusters Score -1.907621e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 102932 members 
Entering Unmasked Estep 
Score: -19080896.000000 Penalty: 3926.178467
	Iteration 5Q: 3 clusters Score -1.90809e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -19086676.000000 Penalty: 3926.178467
	Iteration 6F: 3 clusters Score -1.908668e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -19093476.000000 Penalty: 3926.178467
	Iteration 7F: 3 clusters Score -1.909348e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 123451 members 
Entering Unmasked Estep 
Score: -19100912.000000 Penalty: 3926.178467
	Iteration 8F: 3 clusters Score -1.910091e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 129889 members 
Entering Unmasked Estep 
Score: -19107492.000000 Penalty: 3926.178467
	Iteration 9F: 3 clusters Score -1.910749e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 135074 members 
Entering Unmasked Estep 
Score: -19112488.000000 Penalty: 3926.178467
	Iteration 10Q: 3 clusters Score -1.911249e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -19115468.000000 Penalty: 3926.178467
	Iteration 11Q: 3 clusters Score -1.911547e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 143144 members 
Entering Unmasked Estep 
Score: -19117744.000000 Penalty: 3926.178467
	Iteration 12Q: 3 clusters Score -1.911774e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 146940 members 
Entering Unmasked Estep 
Score: -19119438.000000 Penalty: 3926.178467
	Iteration 13Q: 3 clusters Score -1.911944e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 150671 members 
Entering Unmasked Estep 
Score: -19120994.000000 Penalty: 3926.178467
	Iteration 14Q: 3 clusters Score -1.912099e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -19122766.000000 Penalty: 3926.178467
	Iteration 15Q: 3 clusters Score -1.912277e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 158280 members 
Entering Unmasked Estep 
Score: -19124570.000000 Penalty: 3926.178467
	Iteration 16Q: 3 clusters Score -1.912457e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 161847 members 
Entering Unmasked Estep 
Score: -19126332.000000 Penalty: 3926.178467
	Iteration 17Q: 3 clusters Score -1.912633e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -19127958.000000 Penalty: 3926.178467
	Iteration 18Q: 3 clusters Score -1.912796e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 167799 members 
Entering Unmasked Estep 
Score: -19129392.000000 Penalty: 3926.178467
	Iteration 19Q: 3 clusters Score -1.912939e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 170094 members 
Entering Unmasked Estep 
Score: -19130228.000000 Penalty: 3926.178467
	Iteration 20F: 3 clusters Score -1.913023e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -19131026.000000 Penalty: 3926.178467
	Iteration 21Q: 3 clusters Score -1.913103e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 173265 members 
Entering Unmasked Estep 
Score: -19131512.000000 Penalty: 3926.178467
	Iteration 22Q: 3 clusters Score -1.913151e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -19131960.000000 Penalty: 3926.178467
	Iteration 23Q: 3 clusters Score -1.913196e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -19132162.000000 Penalty: 3926.178467
	Iteration 24Q: 3 clusters Score -1.913216e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 175246 members 
Entering Unmasked Estep 
Score: -19132284.000000 Penalty: 3926.178467
	Iteration 25Q: 3 clusters Score -1.913228e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 175477 members 
Entering Unmasked Estep 
Score: -19132370.000000 Penalty: 3926.178467
	Iteration 26Q: 3 clusters Score -1.913237e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 175626 members 
Entering Unmasked Estep 
Score: -19132412.000000 Penalty: 3926.178467
	Iteration 27Q: 3 clusters Score -1.913241e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 175724 members 
Entering Unmasked Estep 
Score: -19132428.000000 Penalty: 3926.178467
	Iteration 28Q: 3 clusters Score -1.913243e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 175779 members 
Entering Unmasked Estep 
Score: -19132438.000000 Penalty: 3926.178467
	Iteration 29Q: 3 clusters Score -1.913244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 175824 members 
Entering Unmasked Estep 
Score: -19132454.000000 Penalty: 3926.178467
	Iteration 30Q: 3 clusters Score -1.913245e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 175850 members 
Entering Unmasked Estep 
Score: -19132482.000000 Penalty: 3926.178467
	Iteration 31Q: 3 clusters Score -1.913248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 175875 members 
Entering Unmasked Estep 
Score: -19132494.000000 Penalty: 3926.178467
	Iteration 32Q: 3 clusters Score -1.913249e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 175898 members 
Entering Unmasked Estep 
Score: -19132514.000000 Penalty: 3926.178467
	Iteration 33Q: 3 clusters Score -1.913251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 175908 members 
Entering Unmasked Estep 
Score: -19132514.000000 Penalty: 3926.178467
	Iteration 34Q: 3 clusters Score -1.913251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175921 members 
Entering Unmasked Estep 
Score: -19132522.000000 Penalty: 3926.178467
	Iteration 35Q: 3 clusters Score -1.913252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 175934 members 
Entering Unmasked Estep 
Score: -19132546.000000 Penalty: 3926.178467
	Iteration 36Q: 3 clusters Score -1.913255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -19132552.000000 Penalty: 3926.178467
	Iteration 37Q: 3 clusters Score -1.913255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -19132542.000000 Penalty: 3926.178467
	Iteration 38Q: 3 clusters Score -1.913254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 175956 members 
Entering Unmasked Estep 
Score: -19132538.000000 Penalty: 3926.178467
	Iteration 39Q: 3 clusters Score -1.913254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -19132536.000000 Penalty: 3926.178467
	Iteration 40F: 3 clusters Score -1.913254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -19132542.000000 Penalty: 3926.178467
	Iteration 41Q: 3 clusters Score -1.913254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 175963 members 
Entering Unmasked Estep 
Score: -19132538.000000 Penalty: 3926.178467
	Iteration 42Q: 3 clusters Score -1.913254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 175964 members 
Entering Unmasked Estep 
Score: -19132536.000000 Penalty: 3926.178467
	Iteration 43Q: 3 clusters Score -1.913254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 175966 members 
Entering Unmasked Estep 
Score: -19132522.000000 Penalty: 3926.178467
	Iteration 44Q: 3 clusters Score -1.913252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 175969 members 
Entering Unmasked Estep 
Score: -19132544.000000 Penalty: 3926.178467
	Iteration 45Q: 3 clusters Score -1.913254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 175971 members 
Entering Unmasked Estep 
Score: -19132540.000000 Penalty: 3926.178467
	Iteration 46Q: 3 clusters Score -1.913254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 175974 members 
Entering Unmasked Estep 
Score: -19132542.000000 Penalty: 3926.178467
	Iteration 47Q: 3 clusters Score -1.913254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -19132534.000000 Penalty: 3926.178467
	Iteration 48Q: 3 clusters Score -1.913253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 175980 members 
Entering Unmasked Estep 
Score: -19132540.000000 Penalty: 3926.178467
	Iteration 49Q: 3 clusters Score -1.913254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 175982 members 
Entering Unmasked Estep 
Score: -19132548.000000 Penalty: 3926.178467
	Iteration 50Q: 3 clusters Score -1.913255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 175985 members 
Entering Unmasked Estep 
Score: -19132540.000000 Penalty: 3926.178467
	Iteration 51Q: 3 clusters Score -1.913254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 175988 members 
Entering Unmasked Estep 
Score: -19132546.000000 Penalty: 3926.178467
	Iteration 52Q: 3 clusters Score -1.913255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 175991 members 
Entering Unmasked Estep 
Score: -19132548.000000 Penalty: 3926.178467
	Iteration 53Q: 3 clusters Score -1.913255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -19132546.000000 Penalty: 3926.178467
	Iteration 54Q: 3 clusters Score -1.913255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 175995 members 
Entering Unmasked Estep 
Score: -19132560.000000 Penalty: 3926.178467
	Iteration 55Q: 3 clusters Score -1.913256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 175995 members 
Entering Unmasked Estep 
Score: -19132556.000000 Penalty: 3926.178467
	Iteration 56Q: 3 clusters Score -1.913256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 175998 members 
Entering Unmasked Estep 
Score: -19132556.000000 Penalty: 3926.178467
	Iteration 57Q: 3 clusters Score -1.913256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 175999 members 
Entering Unmasked Estep 
Score: -19132558.000000 Penalty: 3926.178467
	Iteration 58Q: 3 clusters Score -1.913256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -19132560.000000 Penalty: 3926.178467
	Iteration 59Q: 3 clusters Score -1.913256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -19132560.000000 Penalty: 3926.178467
	Iteration 60F: 3 clusters Score -1.913256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 8 contains 35763 members 
Mstep: Class 10 contains 66892 members 
Mstep: Class 13 contains 115401 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175866 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104921 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846384.000000 Penalty: 33373.367188
Iteration 359Q: 16 clusters Score -9.384638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66892 members 
Mstep: Class 13 contains 115401 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175871 members 
Mstep: Class 17 contains 45855 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104917 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846384.000000 Penalty: 33373.367188
Iteration 360F: 16 clusters Score -9.384638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66897 members 
Mstep: Class 13 contains 115403 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175873 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104913 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846360.000000 Penalty: 33373.367188
Iteration 361Q: 16 clusters Score -9.384636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66899 members 
Mstep: Class 13 contains 115403 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175876 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104907 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846360.000000 Penalty: 33373.367188
Iteration 362Q: 16 clusters Score -9.384636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66905 members 
Mstep: Class 13 contains 115406 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175880 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104902 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54398 members 
Mstep: Class 23 contains 176403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846376.000000 Penalty: 33373.367188
Iteration 363Q: 16 clusters Score -9.384638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66909 members 
Mstep: Class 13 contains 115409 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175880 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104898 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54398 members 
Mstep: Class 23 contains 176404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846312.000000 Penalty: 33373.367188
Iteration 364Q: 16 clusters Score -9.384631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66908 members 
Mstep: Class 13 contains 115413 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175884 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104893 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54398 members 
Mstep: Class 23 contains 176406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846336.000000 Penalty: 33373.367188
Iteration 365Q: 16 clusters Score -9.384634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66908 members 
Mstep: Class 13 contains 115415 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175885 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104889 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54398 members 
Mstep: Class 23 contains 176408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846336.000000 Penalty: 33373.367188
Iteration 366Q: 16 clusters Score -9.384634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 8 contains 35765 members 
Mstep: Class 10 contains 66910 members 
Mstep: Class 13 contains 115417 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175882 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104888 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54399 members 
Mstep: Class 23 contains 176406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846328.000000 Penalty: 33373.367188
Iteration 367Q: 16 clusters Score -9.384633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 8 contains 35765 members 
Mstep: Class 10 contains 66911 members 
Mstep: Class 13 contains 115419 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175881 members 
Mstep: Class 17 contains 45853 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104884 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54399 members 
Mstep: Class 23 contains 176409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846384.000000 Penalty: 33373.367188
Iteration 368Q: 16 clusters Score -9.384638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66912 members 
Mstep: Class 13 contains 115424 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175882 members 
Mstep: Class 17 contains 45853 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104878 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54399 members 
Mstep: Class 23 contains 176409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846376.000000 Penalty: 33373.367188
Iteration 369Q: 16 clusters Score -9.384638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 8 contains 35763 members 
Mstep: Class 10 contains 66914 members 
Mstep: Class 13 contains 115427 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 175880 members 
Mstep: Class 17 contains 45851 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104875 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54399 members 
Mstep: Class 23 contains 176411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846352.000000 Penalty: 33373.367188
Iteration 370Q: 16 clusters Score -9.384635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3279 members 
Mstep: Class 8 contains 35763 members 
Mstep: Class 10 contains 66915 members 
Mstep: Class 13 contains 115428 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175887 members 
Mstep: Class 17 contains 45847 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104868 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54400 members 
Mstep: Class 23 contains 176413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846344.000000 Penalty: 33373.367188
Iteration 371Q: 16 clusters Score -9.384634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3285 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 10 contains 66915 members 
Mstep: Class 13 contains 115429 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175890 members 
Mstep: Class 17 contains 45846 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104858 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54399 members 
Mstep: Class 23 contains 176415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846368.000000 Penalty: 33373.367188
Iteration 372Q: 16 clusters Score -9.384637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 10 contains 66917 members 
Mstep: Class 13 contains 115432 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175898 members 
Mstep: Class 17 contains 45844 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104847 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846432.000000 Penalty: 33373.367188
Iteration 373Q: 16 clusters Score -9.384643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 8 contains 35767 members 
Mstep: Class 10 contains 66920 members 
Mstep: Class 13 contains 115432 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175903 members 
Mstep: Class 17 contains 45842 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104840 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 374Q: 16 clusters Score -9.384644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 10 contains 66923 members 
Mstep: Class 13 contains 115435 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175909 members 
Mstep: Class 17 contains 45840 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104836 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846368.000000 Penalty: 33373.367188
Iteration 375Q: 16 clusters Score -9.384637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 10 contains 66924 members 
Mstep: Class 13 contains 115431 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175915 members 
Mstep: Class 17 contains 45838 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104834 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54391 members 
Mstep: Class 23 contains 176424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846424.000000 Penalty: 33373.367188
Iteration 376Q: 16 clusters Score -9.384642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 10 contains 66926 members 
Mstep: Class 13 contains 115431 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175918 members 
Mstep: Class 17 contains 45838 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104830 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54390 members 
Mstep: Class 23 contains 176424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846392.000000 Penalty: 33373.367188
Iteration 377Q: 16 clusters Score -9.384639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 10 contains 66927 members 
Mstep: Class 13 contains 115431 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175916 members 
Mstep: Class 17 contains 45838 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104823 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54389 members 
Mstep: Class 23 contains 176427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846416.000000 Penalty: 33373.367188
Iteration 378Q: 16 clusters Score -9.384642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 10 contains 66930 members 
Mstep: Class 13 contains 115433 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175914 members 
Mstep: Class 17 contains 45838 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104817 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54390 members 
Mstep: Class 23 contains 176426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846432.000000 Penalty: 33373.367188
Iteration 379Q: 16 clusters Score -9.384643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 10 contains 66935 members 
Mstep: Class 13 contains 115433 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175911 members 
Mstep: Class 17 contains 45838 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104810 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54390 members 
Mstep: Class 23 contains 176425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846368.000000 Penalty: 33373.367188
Iteration 380F: 16 clusters Score -9.384637e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3291 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 10 contains 66935 members 
Mstep: Class 13 contains 115438 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175909 members 
Mstep: Class 17 contains 45837 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104806 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54390 members 
Mstep: Class 23 contains 176428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846384.000000 Penalty: 33373.367188
Iteration 381Q: 16 clusters Score -9.384638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 10 contains 66941 members 
Mstep: Class 13 contains 115441 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175906 members 
Mstep: Class 17 contains 45837 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104803 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54390 members 
Mstep: Class 23 contains 176430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846424.000000 Penalty: 33373.367188
Iteration 382Q: 16 clusters Score -9.384642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 8 contains 35767 members 
Mstep: Class 10 contains 66947 members 
Mstep: Class 13 contains 115443 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175905 members 
Mstep: Class 17 contains 45837 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104797 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54391 members 
Mstep: Class 23 contains 176432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846344.000000 Penalty: 33373.367188
Iteration 383Q: 16 clusters Score -9.384634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3279 members 
Mstep: Class 8 contains 35767 members 
Mstep: Class 10 contains 66951 members 
Mstep: Class 13 contains 115448 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175904 members 
Mstep: Class 17 contains 45836 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104790 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54391 members 
Mstep: Class 23 contains 176434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846336.000000 Penalty: 33373.367188
Iteration 384Q: 16 clusters Score -9.384634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 8 contains 35767 members 
Mstep: Class 10 contains 66961 members 
Mstep: Class 13 contains 115451 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175901 members 
Mstep: Class 17 contains 45835 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104779 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54392 members 
Mstep: Class 23 contains 176439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846376.000000 Penalty: 33373.367188
Iteration 385Q: 16 clusters Score -9.384638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 8 contains 35765 members 
Mstep: Class 10 contains 66973 members 
Mstep: Class 13 contains 115456 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175899 members 
Mstep: Class 17 contains 45834 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104768 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54392 members 
Mstep: Class 23 contains 176443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846416.000000 Penalty: 33373.367188
Iteration 386Q: 16 clusters Score -9.384642e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 8 contains 35765 members 
Mstep: Class 10 contains 66980 members 
Mstep: Class 13 contains 115460 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175897 members 
Mstep: Class 17 contains 45835 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104761 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846456.000000 Penalty: 33373.367188
Iteration 387Q: 16 clusters Score -9.384646e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 8 contains 35767 members 
Mstep: Class 10 contains 66979 members 
Mstep: Class 13 contains 115466 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175895 members 
Mstep: Class 17 contains 45835 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104753 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54391 members 
Mstep: Class 23 contains 176446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846432.000000 Penalty: 33373.367188
Iteration 388Q: 16 clusters Score -9.384643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 8 contains 35769 members 
Mstep: Class 10 contains 66981 members 
Mstep: Class 13 contains 115475 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175897 members 
Mstep: Class 17 contains 45834 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104747 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54391 members 
Mstep: Class 23 contains 176441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 389Q: 16 clusters Score -9.38464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 8 contains 35770 members 
Mstep: Class 10 contains 66984 members 
Mstep: Class 13 contains 115481 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175897 members 
Mstep: Class 17 contains 45833 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104743 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54391 members 
Mstep: Class 23 contains 176440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 390Q: 16 clusters Score -9.384644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 8 contains 35772 members 
Mstep: Class 10 contains 66986 members 
Mstep: Class 13 contains 115485 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175897 members 
Mstep: Class 17 contains 45831 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104739 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54391 members 
Mstep: Class 23 contains 176442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846448.000000 Penalty: 33373.367188
Iteration 391Q: 16 clusters Score -9.384645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 8 contains 35773 members 
Mstep: Class 10 contains 66988 members 
Mstep: Class 13 contains 115485 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175897 members 
Mstep: Class 17 contains 45830 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104735 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54393 members 
Mstep: Class 23 contains 176443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846448.000000 Penalty: 33373.367188
Iteration 392Q: 16 clusters Score -9.384645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 8 contains 35772 members 
Mstep: Class 10 contains 66989 members 
Mstep: Class 13 contains 115483 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175898 members 
Mstep: Class 17 contains 45829 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104733 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846504.000000 Penalty: 33373.367188
Iteration 393Q: 16 clusters Score -9.38465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66991 members 
Mstep: Class 13 contains 115482 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175903 members 
Mstep: Class 17 contains 45829 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104732 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846536.000000 Penalty: 33373.367188
Iteration 394Q: 16 clusters Score -9.384654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66993 members 
Mstep: Class 13 contains 115481 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175904 members 
Mstep: Class 17 contains 45829 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104731 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846544.000000 Penalty: 33373.367188
Iteration 395Q: 16 clusters Score -9.384654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66991 members 
Mstep: Class 13 contains 115482 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175905 members 
Mstep: Class 17 contains 45830 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104730 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846544.000000 Penalty: 33373.367188
Iteration 396Q: 16 clusters Score -9.384654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66989 members 
Mstep: Class 13 contains 115482 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175909 members 
Mstep: Class 17 contains 45830 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104726 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54393 members 
Mstep: Class 23 contains 176448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846536.000000 Penalty: 33373.367188
Iteration 397Q: 16 clusters Score -9.384654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66990 members 
Mstep: Class 13 contains 115482 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175912 members 
Mstep: Class 17 contains 45829 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104723 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846488.000000 Penalty: 33373.367188
Iteration 398Q: 16 clusters Score -9.384649e+07 nChanged 8
Entering ConstructFrom: 
Score: -93846488.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (48572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Entering Unmasked Estep 
Score: -5111336.500000 Penalty: 1753.505493
	Iteration 0F: 2 clusters Score -5111336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -5078887.500000 Penalty: 3507.010986
	Iteration 0F: 3 clusters Score -5078888 nChanged 22752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5092129.000000 Penalty: 3507.010986
	Iteration 1F: 3 clusters Score -5092129 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -5092820.000000 Penalty: 3507.010986
	Iteration 2Q: 3 clusters Score -5092820 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5093530.500000 Penalty: 3507.010986
	Iteration 3Q: 3 clusters Score -5093530 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5094319.500000 Penalty: 3507.010986
	Iteration 4Q: 3 clusters Score -5094320 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5097837 nChanged 2641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5099502 nChanged 2508
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5101286 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5102839 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5104770 nChanged 1154
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Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5105408 nChanged 1066
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Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5107226 nChanged 799
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Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5108178 nChanged 547
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Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -5108531.500000 Penalty: 3507.010986
	Iteration 19Q: 3 clusters Score -5108532 nChanged 466
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Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -5108806.000000 Penalty: 3507.010986
	Iteration 20F: 3 clusters Score -5108806 nChanged 388
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Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5109000 nChanged 311
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Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5109128 nChanged 278
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Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5109236 nChanged 209
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Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5109330 nChanged 186
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Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5109385.500000 Penalty: 3507.010986
	Iteration 25Q: 3 clusters Score -5109386 nChanged 149
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Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5109425.500000 Penalty: 3507.010986
	Iteration 26Q: 3 clusters Score -5109426 nChanged 127
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Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5109466 nChanged 122
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Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5109500 nChanged 94
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Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5109534 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5109564 nChanged 66
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Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5109572 nChanged 53
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Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5109585 nChanged 54
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Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5109594 nChanged 48
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Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5109605 nChanged 46
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Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5109612.500000 Penalty: 3507.010986
	Iteration 35Q: 3 clusters Score -5109612 nChanged 44
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Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5109627 nChanged 37
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Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5109631 nChanged 33
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Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5109646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5109653 nChanged 27
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Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5109651 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5109652 nChanged 26
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Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5109660 nChanged 27
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Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5109660 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5109661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5109683.500000 Penalty: 3507.010986
	Iteration 45Q: 3 clusters Score -5109684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5109687 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5109688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5109702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5109703.000000 Penalty: 3507.010986
	Iteration 50Q: 3 clusters Score -5109703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5109704.000000 Penalty: 3507.010986
	Iteration 51Q: 3 clusters Score -5109704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5109716.000000 Penalty: 3507.010986
	Iteration 52Q: 3 clusters Score -5109716 nChanged 26
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Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5109726 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5109727 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5109732.000000 Penalty: 3507.010986
	Iteration 55Q: 3 clusters Score -5109732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
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Entering Unmasked Estep 
Score: -5109733.500000 Penalty: 3507.010986
	Iteration 56Q: 3 clusters Score -5109734 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5109734 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5109737 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5109757.500000 Penalty: 3507.010986
	Iteration 59Q: 3 clusters Score -5109758 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5109767 nChanged 22
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Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5109766 nChanged 19
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Mstep: Class 1 contains 47031 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5109768 nChanged 15
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Mstep: Class 1 contains 47046 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5109769 nChanged 11
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Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5109771 nChanged 11
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Mstep: Class 1 contains 47068 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5109776 nChanged 12
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Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5109776 nChanged 14
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Mstep: Class 1 contains 47092 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5109784 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47102 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5109776 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5109782.000000 Penalty: 3507.010986
	Iteration 69Q: 3 clusters Score -5109782 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5109782 nChanged 11
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Mstep: Class 1 contains 47137 members 
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Entering Unmasked Estep 
Score: -5109786.500000 Penalty: 3507.010986
	Iteration 71Q: 3 clusters Score -5109786 nChanged 11
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Mstep: Class 1 contains 47148 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5109787 nChanged 20
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Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 1404 members 
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	Iteration 73Q: 3 clusters Score -5109786 nChanged 15
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Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5109792 nChanged 14
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Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 1375 members 
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	Iteration 75Q: 3 clusters Score -5109792 nChanged 11
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Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5109800 nChanged 9
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Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 1355 members 
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	Iteration 77Q: 3 clusters Score -5109800 nChanged 9
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Mstep: Class 1 contains 47224 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5109810 nChanged 11
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Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5109817 nChanged 8
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Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5109819 nChanged 2
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	Iteration 81Q: 3 clusters Score -5109816 nChanged 3
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	Iteration 82Q: 3 clusters Score -5109812 nChanged 3
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	Iteration 83Q: 3 clusters Score -5109818 nChanged 2
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	Iteration 84Q: 3 clusters Score -5109821 nChanged 6
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	Iteration 85Q: 3 clusters Score -5109823 nChanged 10
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	Iteration 86Q: 3 clusters Score -5109824 nChanged 6
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	Iteration 87Q: 3 clusters Score -5109821 nChanged 3
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	Iteration 88Q: 3 clusters Score -5109816 nChanged 4
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	Iteration 89Q: 3 clusters Score -5109818 nChanged 5
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	Iteration 90Q: 3 clusters Score -5109816 nChanged 3
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	Iteration 91Q: 3 clusters Score -5109817 nChanged 2
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	Iteration 92Q: 3 clusters Score -5109823 nChanged 3
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	Iteration 93Q: 3 clusters Score -5109818 nChanged 5
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	Iteration 94Q: 3 clusters Score -5109816 nChanged 6
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	Iteration 95Q: 3 clusters Score -5109820 nChanged 6
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	Iteration 96Q: 3 clusters Score -5109822 nChanged 7
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	Iteration 97Q: 3 clusters Score -5109820 nChanged 9
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Entering Unmasked Estep 
Score: -5109822.000000 Penalty: 3507.010986
	Iteration 98Q: 3 clusters Score -5109822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5109822.000000 Penalty: 3507.010986
	Iteration 99Q: 3 clusters Score -5109822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5109817.500000 Penalty: 3507.010986
	Iteration 100F: 3 clusters Score -5109818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5109831.000000 Penalty: 3507.010986
	Iteration 101Q: 3 clusters Score -5109831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5109832.500000 Penalty: 3507.010986
	Iteration 102Q: 3 clusters Score -5109832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5109828.500000 Penalty: 3507.010986
	Iteration 103Q: 3 clusters Score -5109828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5109826.000000 Penalty: 3507.010986
	Iteration 104Q: 3 clusters Score -5109826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5109825.000000 Penalty: 3507.010986
	Iteration 105Q: 3 clusters Score -5109825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5109832.500000 Penalty: 3507.010986
	Iteration 106Q: 3 clusters Score -5109832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5109832.500000 Penalty: 3507.010986
	Iteration 107Q: 3 clusters Score -5109832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5109836.000000 Penalty: 3507.010986
	Iteration 108Q: 3 clusters Score -5109836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5109841.000000 Penalty: 3507.010986
	Iteration 109Q: 3 clusters Score -5109841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5109845.000000 Penalty: 3507.010986
	Iteration 110Q: 3 clusters Score -5109845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5109841.500000 Penalty: 3507.010986
	Iteration 111Q: 3 clusters Score -5109842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5109842.000000 Penalty: 3507.010986
	Iteration 112Q: 3 clusters Score -5109842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5109840.500000 Penalty: 3507.010986
	Iteration 113Q: 3 clusters Score -5109840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5109849.500000 Penalty: 3507.010986
	Iteration 114Q: 3 clusters Score -5109850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5109844.000000 Penalty: 3507.010986
	Iteration 115Q: 3 clusters Score -5109844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5109844.000000 Penalty: 3507.010986
	Iteration 116F: 3 clusters Score -5109844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -407585.281250 Penalty: 1343.335327
	Iteration 0F: 2 clusters Score -407585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -404307.218750 Penalty: 2686.670654
	Iteration 0F: 3 clusters Score -404307.2 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -405229.031250 Penalty: 2686.670654
	Iteration 1F: 3 clusters Score -405229 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -405504.406250 Penalty: 2686.670654
	Iteration 2F: 3 clusters Score -405504.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -405664.812500 Penalty: 2686.670654
	Iteration 3F: 3 clusters Score -405664.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -405786.187500 Penalty: 2686.670654
	Iteration 4Q: 3 clusters Score -405786.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -405878.687500 Penalty: 2686.670654
	Iteration 5Q: 3 clusters Score -405878.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -405958.718750 Penalty: 2686.670654
	Iteration 6Q: 3 clusters Score -405958.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -406037.750000 Penalty: 2686.670654
	Iteration 7Q: 3 clusters Score -406037.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -406127.812500 Penalty: 2686.670654
	Iteration 8Q: 3 clusters Score -406127.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -406215.812500 Penalty: 2686.670654
	Iteration 9Q: 3 clusters Score -406215.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -406332.437500 Penalty: 2686.670654
	Iteration 10Q: 3 clusters Score -406332.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -406445.468750 Penalty: 2686.670654
	Iteration 11Q: 3 clusters Score -406445.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -406570.812500 Penalty: 2686.670654
	Iteration 12Q: 3 clusters Score -406570.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -406685.375000 Penalty: 2686.670654
	Iteration 13Q: 3 clusters Score -406685.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -406796.968750 Penalty: 2686.670654
	Iteration 14Q: 3 clusters Score -406797 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -406902.468750 Penalty: 2686.670654
	Iteration 15Q: 3 clusters Score -406902.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -407012.781250 Penalty: 2686.670654
	Iteration 16Q: 3 clusters Score -407012.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -407116.812500 Penalty: 2686.670654
	Iteration 17Q: 3 clusters Score -407116.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -407164.406250 Penalty: 2686.670654
	Iteration 18Q: 3 clusters Score -407164.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -407192.218750 Penalty: 2686.670654
	Iteration 19Q: 3 clusters Score -407192.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -407206.000000 Penalty: 2686.670654
	Iteration 20F: 3 clusters Score -407206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -407218.250000 Penalty: 2686.670654
	Iteration 21Q: 3 clusters Score -407218.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -407224.593750 Penalty: 2686.670654
	Iteration 22Q: 3 clusters Score -407224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -407231.062500 Penalty: 2686.670654
	Iteration 23Q: 3 clusters Score -407231.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -407234.000000 Penalty: 2686.670654
	Iteration 24Q: 3 clusters Score -407234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -407236.531250 Penalty: 2686.670654
	Iteration 25Q: 3 clusters Score -407236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -407237.281250 Penalty: 2686.670654
	Iteration 26Q: 3 clusters Score -407237.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -407237.281250 Penalty: 2686.670654
	Iteration 27F: 3 clusters Score -407237.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Entering Unmasked Estep 
Score: -4623395.500000 Penalty: 1735.247314
	Iteration 0F: 2 clusters Score -4623396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4594320.000000 Penalty: 3470.494629
	Iteration 0F: 3 clusters Score -4594320 nChanged 20291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4605950.000000 Penalty: 3470.494629
	Iteration 1F: 3 clusters Score -4605950 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4606666.500000 Penalty: 3470.494629
	Iteration 2Q: 3 clusters Score -4606666 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4607568.500000 Penalty: 3470.494629
	Iteration 3Q: 3 clusters Score -4607568 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4608686.000000 Penalty: 3470.494629
	Iteration 4F: 3 clusters Score -4608686 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4609861.500000 Penalty: 3470.494629
	Iteration 5F: 3 clusters Score -4609862 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -4610991.500000 Penalty: 3470.494629
	Iteration 6F: 3 clusters Score -4610992 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -4611942.500000 Penalty: 3470.494629
	Iteration 7F: 3 clusters Score -4611942 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4612691.000000 Penalty: 3470.494629
	Iteration 8Q: 3 clusters Score -4612691 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -4613259.500000 Penalty: 3470.494629
	Iteration 9Q: 3 clusters Score -4613260 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -4613721.500000 Penalty: 3470.494629
	Iteration 10Q: 3 clusters Score -4613722 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -4614139.500000 Penalty: 3470.494629
	Iteration 11Q: 3 clusters Score -4614140 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -4614620.500000 Penalty: 3470.494629
	Iteration 12Q: 3 clusters Score -4614620 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -4615228.000000 Penalty: 3470.494629
	Iteration 13Q: 3 clusters Score -4615228 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4616002.500000 Penalty: 3470.494629
	Iteration 14Q: 3 clusters Score -4616002 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -4617022.000000 Penalty: 3470.494629
	Iteration 15Q: 3 clusters Score -4617022 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -4618189.000000 Penalty: 3470.494629
	Iteration 16Q: 3 clusters Score -4618189 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4619127.500000 Penalty: 3470.494629
	Iteration 17Q: 3 clusters Score -4619128 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -4619788.000000 Penalty: 3470.494629
	Iteration 18Q: 3 clusters Score -4619788 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4620301.500000 Penalty: 3470.494629
	Iteration 19Q: 3 clusters Score -4620302 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4620716.000000 Penalty: 3470.494629
	Iteration 20F: 3 clusters Score -4620716 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -4621009.500000 Penalty: 3470.494629
	Iteration 21Q: 3 clusters Score -4621010 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -4621266.000000 Penalty: 3470.494629
	Iteration 22Q: 3 clusters Score -4621266 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -4621492.000000 Penalty: 3470.494629
	Iteration 23Q: 3 clusters Score -4621492 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4621660.000000 Penalty: 3470.494629
	Iteration 24Q: 3 clusters Score -4621660 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4621832.000000 Penalty: 3470.494629
	Iteration 25Q: 3 clusters Score -4621832 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -4621966.000000 Penalty: 3470.494629
	Iteration 26Q: 3 clusters Score -4621966 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -4622062.500000 Penalty: 3470.494629
	Iteration 27Q: 3 clusters Score -4622062 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4622125.000000 Penalty: 3470.494629
	Iteration 28Q: 3 clusters Score -4622125 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -4622193.500000 Penalty: 3470.494629
	Iteration 29Q: 3 clusters Score -4622194 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -4622235.500000 Penalty: 3470.494629
	Iteration 30Q: 3 clusters Score -4622236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -4622281.000000 Penalty: 3470.494629
	Iteration 31Q: 3 clusters Score -4622281 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -4622302.000000 Penalty: 3470.494629
	Iteration 32Q: 3 clusters Score -4622302 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -4622356.500000 Penalty: 3470.494629
	Iteration 33Q: 3 clusters Score -4622356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -4622387.500000 Penalty: 3470.494629
	Iteration 34Q: 3 clusters Score -4622388 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4622402.500000 Penalty: 3470.494629
	Iteration 35Q: 3 clusters Score -4622402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -4622418.000000 Penalty: 3470.494629
	Iteration 36Q: 3 clusters Score -4622418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -4622424.500000 Penalty: 3470.494629
	Iteration 37Q: 3 clusters Score -4622424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -4622459.000000 Penalty: 3470.494629
	Iteration 38Q: 3 clusters Score -4622459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -4622450.500000 Penalty: 3470.494629
	Iteration 39Q: 3 clusters Score -4622450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -4622457.500000 Penalty: 3470.494629
	Iteration 40F: 3 clusters Score -4622458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -4622464.500000 Penalty: 3470.494629
	Iteration 41Q: 3 clusters Score -4622464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -4622469.500000 Penalty: 3470.494629
	Iteration 42Q: 3 clusters Score -4622470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -4622473.500000 Penalty: 3470.494629
	Iteration 43Q: 3 clusters Score -4622474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -4622482.000000 Penalty: 3470.494629
	Iteration 44Q: 3 clusters Score -4622482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -4622481.000000 Penalty: 3470.494629
	Iteration 45Q: 3 clusters Score -4622481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -4622485.500000 Penalty: 3470.494629
	Iteration 46Q: 3 clusters Score -4622486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -4622491.500000 Penalty: 3470.494629
	Iteration 47Q: 3 clusters Score -4622492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -4622487.000000 Penalty: 3470.494629
	Iteration 48Q: 3 clusters Score -4622487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -4622479.000000 Penalty: 3470.494629
	Iteration 49Q: 3 clusters Score -4622479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -4622484.000000 Penalty: 3470.494629
	Iteration 50Q: 3 clusters Score -4622484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -4622486.500000 Penalty: 3470.494629
	Iteration 51Q: 3 clusters Score -4622486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -4622490.000000 Penalty: 3470.494629
	Iteration 52Q: 3 clusters Score -4622490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -4622488.000000 Penalty: 3470.494629
	Iteration 53Q: 3 clusters Score -4622488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -4622488.500000 Penalty: 3470.494629
	Iteration 54Q: 3 clusters Score -4622488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -4622488.500000 Penalty: 3470.494629
	Iteration 55F: 3 clusters Score -4622488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -369352.718750 Penalty: 1313.941650
	Iteration 0F: 2 clusters Score -369352.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -366478.781250 Penalty: 2627.883301
	Iteration 0F: 3 clusters Score -366478.8 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -367127.250000 Penalty: 2627.883301
	Iteration 1F: 3 clusters Score -367127.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -367234.968750 Penalty: 2627.883301
	Iteration 2F: 3 clusters Score -367235 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -367295.593750 Penalty: 2627.883301
	Iteration 3Q: 3 clusters Score -367295.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -367332.781250 Penalty: 2627.883301
	Iteration 4Q: 3 clusters Score -367332.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -367361.968750 Penalty: 2627.883301
	Iteration 5Q: 3 clusters Score -367362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -367383.093750 Penalty: 2627.883301
	Iteration 6Q: 3 clusters Score -367383.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -367397.437500 Penalty: 2627.883301
	Iteration 7Q: 3 clusters Score -367397.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -367413.093750 Penalty: 2627.883301
	Iteration 8Q: 3 clusters Score -367413.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -367424.781250 Penalty: 2627.883301
	Iteration 9Q: 3 clusters Score -367424.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -367434.156250 Penalty: 2627.883301
	Iteration 10Q: 3 clusters Score -367434.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367442.750000 Penalty: 2627.883301
	Iteration 11Q: 3 clusters Score -367442.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -367450.437500 Penalty: 2627.883301
	Iteration 12Q: 3 clusters Score -367450.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -367457.375000 Penalty: 2627.883301
	Iteration 13Q: 3 clusters Score -367457.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -367466.812500 Penalty: 2627.883301
	Iteration 14Q: 3 clusters Score -367466.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -367473.500000 Penalty: 2627.883301
	Iteration 15Q: 3 clusters Score -367473.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -367478.906250 Penalty: 2627.883301
	Iteration 16Q: 3 clusters Score -367478.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -367484.000000 Penalty: 2627.883301
	Iteration 17Q: 3 clusters Score -367484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -367490.593750 Penalty: 2627.883301
	Iteration 18Q: 3 clusters Score -367490.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -367496.125000 Penalty: 2627.883301
	Iteration 19Q: 3 clusters Score -367496.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -367503.781250 Penalty: 2627.883301
	Iteration 20F: 3 clusters Score -367503.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -367510.843750 Penalty: 2627.883301
	Iteration 21Q: 3 clusters Score -367510.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -367516.156250 Penalty: 2627.883301
	Iteration 22Q: 3 clusters Score -367516.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -367520.375000 Penalty: 2627.883301
	Iteration 23Q: 3 clusters Score -367520.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -367524.562500 Penalty: 2627.883301
	Iteration 24Q: 3 clusters Score -367524.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -367527.937500 Penalty: 2627.883301
	Iteration 25Q: 3 clusters Score -367527.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -367533.593750 Penalty: 2627.883301
	Iteration 26Q: 3 clusters Score -367533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -367538.125000 Penalty: 2627.883301
	Iteration 27Q: 3 clusters Score -367538.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -367543.781250 Penalty: 2627.883301
	Iteration 28Q: 3 clusters Score -367543.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -367547.750000 Penalty: 2627.883301
	Iteration 29Q: 3 clusters Score -367547.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -367551.875000 Penalty: 2627.883301
	Iteration 30Q: 3 clusters Score -367551.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -367555.812500 Penalty: 2627.883301
	Iteration 31Q: 3 clusters Score -367555.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -367561.875000 Penalty: 2627.883301
	Iteration 32Q: 3 clusters Score -367561.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -367565.468750 Penalty: 2627.883301
	Iteration 33Q: 3 clusters Score -367565.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -367573.281250 Penalty: 2627.883301
	Iteration 34Q: 3 clusters Score -367573.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -367579.218750 Penalty: 2627.883301
	Iteration 35Q: 3 clusters Score -367579.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -367585.937500 Penalty: 2627.883301
	Iteration 36Q: 3 clusters Score -367585.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -367589.093750 Penalty: 2627.883301
	Iteration 37Q: 3 clusters Score -367589.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -367592.968750 Penalty: 2627.883301
	Iteration 38Q: 3 clusters Score -367593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -367599.875000 Penalty: 2627.883301
	Iteration 39Q: 3 clusters Score -367599.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -367606.312500 Penalty: 2627.883301
	Iteration 40F: 3 clusters Score -367606.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -367610.781250 Penalty: 2627.883301
	Iteration 41Q: 3 clusters Score -367610.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -367614.718750 Penalty: 2627.883301
	Iteration 42Q: 3 clusters Score -367614.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -367618.062500 Penalty: 2627.883301
	Iteration 43Q: 3 clusters Score -367618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -367621.031250 Penalty: 2627.883301
	Iteration 44Q: 3 clusters Score -367621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -367625.343750 Penalty: 2627.883301
	Iteration 45Q: 3 clusters Score -367625.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -367633.000000 Penalty: 2627.883301
	Iteration 46Q: 3 clusters Score -367633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -367642.312500 Penalty: 2627.883301
	Iteration 47Q: 3 clusters Score -367642.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -367650.468750 Penalty: 2627.883301
	Iteration 48Q: 3 clusters Score -367650.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -367661.031250 Penalty: 2627.883301
	Iteration 49Q: 3 clusters Score -367661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -367669.875000 Penalty: 2627.883301
	Iteration 50Q: 3 clusters Score -367669.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -367684.218750 Penalty: 2627.883301
	Iteration 51Q: 3 clusters Score -367684.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -367703.125000 Penalty: 2627.883301
	Iteration 52Q: 3 clusters Score -367703.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -367718.968750 Penalty: 2627.883301
	Iteration 53Q: 3 clusters Score -367719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -367734.843750 Penalty: 2627.883301
	Iteration 54Q: 3 clusters Score -367734.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -367750.906250 Penalty: 2627.883301
	Iteration 55Q: 3 clusters Score -367750.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -367767.656250 Penalty: 2627.883301
	Iteration 56Q: 3 clusters Score -367767.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -367783.281250 Penalty: 2627.883301
	Iteration 57Q: 3 clusters Score -367783.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -367801.375000 Penalty: 2627.883301
	Iteration 58Q: 3 clusters Score -367801.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -367823.250000 Penalty: 2627.883301
	Iteration 59Q: 3 clusters Score -367823.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -367849.031250 Penalty: 2627.883301
	Iteration 60F: 3 clusters Score -367849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -367879.968750 Penalty: 2627.883301
	Iteration 61Q: 3 clusters Score -367880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -367910.812500 Penalty: 2627.883301
	Iteration 62Q: 3 clusters Score -367910.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -367943.312500 Penalty: 2627.883301
	Iteration 63Q: 3 clusters Score -367943.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -367970.062500 Penalty: 2627.883301
	Iteration 64Q: 3 clusters Score -367970.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -367997.000000 Penalty: 2627.883301
	Iteration 65Q: 3 clusters Score -367997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -368015.843750 Penalty: 2627.883301
	Iteration 66Q: 3 clusters Score -368015.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -368034.312500 Penalty: 2627.883301
	Iteration 67Q: 3 clusters Score -368034.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -368057.093750 Penalty: 2627.883301
	Iteration 68Q: 3 clusters Score -368057.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -368075.187500 Penalty: 2627.883301
	Iteration 69Q: 3 clusters Score -368075.2 nChanged 16
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: -368092.593750 Penalty: 2627.883301
	Iteration 70Q: 3 clusters Score -368092.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -368106.000000 Penalty: 2627.883301
	Iteration 71Q: 3 clusters Score -368106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -368120.093750 Penalty: 2627.883301
	Iteration 72Q: 3 clusters Score -368120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -368130.343750 Penalty: 2627.883301
	Iteration 73Q: 3 clusters Score -368130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -368137.000000 Penalty: 2627.883301
	Iteration 74Q: 3 clusters Score -368137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -368141.468750 Penalty: 2627.883301
	Iteration 75Q: 3 clusters Score -368141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -368142.781250 Penalty: 2627.883301
	Iteration 76Q: 3 clusters Score -368142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -368145.843750 Penalty: 2627.883301
	Iteration 77Q: 3 clusters Score -368145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -368148.468750 Penalty: 2627.883301
	Iteration 78Q: 3 clusters Score -368148.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -368148.468750 Penalty: 2627.883301
	Iteration 79F: 3 clusters Score -368148.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Entering Unmasked Estep 
Score: -3924937.250000 Penalty: 1703.795044
	Iteration 0F: 2 clusters Score -3924937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3900869.750000 Penalty: 3407.590088
	Iteration 0F: 3 clusters Score -3900870 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3910298.000000 Penalty: 3407.590088
	Iteration 1F: 3 clusters Score -3910298 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3910893.250000 Penalty: 3407.590088
	Iteration 2Q: 3 clusters Score -3910893 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3911683.250000 Penalty: 3407.590088
	Iteration 3Q: 3 clusters Score -3911683 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3912762.750000 Penalty: 3407.590088
	Iteration 4F: 3 clusters Score -3912763 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3914322.500000 Penalty: 3407.590088
	Iteration 5F: 3 clusters Score -3914322 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3916392.750000 Penalty: 3407.590088
	Iteration 6F: 3 clusters Score -3916393 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3918566.250000 Penalty: 3407.590088
	Iteration 7F: 3 clusters Score -3918566 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3920278.750000 Penalty: 3407.590088
	Iteration 8F: 3 clusters Score -3920279 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3921238.250000 Penalty: 3407.590088
	Iteration 9Q: 3 clusters Score -3921238 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3921771.000000 Penalty: 3407.590088
	Iteration 10Q: 3 clusters Score -3921771 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3922083.500000 Penalty: 3407.590088
	Iteration 11Q: 3 clusters Score -3922084 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3922287.500000 Penalty: 3407.590088
	Iteration 12Q: 3 clusters Score -3922288 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3922447.750000 Penalty: 3407.590088
	Iteration 13Q: 3 clusters Score -3922448 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3922590.750000 Penalty: 3407.590088
	Iteration 14Q: 3 clusters Score -3922591 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3922682.750000 Penalty: 3407.590088
	Iteration 15Q: 3 clusters Score -3922683 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3922808.250000 Penalty: 3407.590088
	Iteration 16Q: 3 clusters Score -3922808 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3922909.000000 Penalty: 3407.590088
	Iteration 17Q: 3 clusters Score -3922909 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3923000.750000 Penalty: 3407.590088
	Iteration 18Q: 3 clusters Score -3923001 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3923064.500000 Penalty: 3407.590088
	Iteration 19Q: 3 clusters Score -3923064 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3923129.250000 Penalty: 3407.590088
	Iteration 20F: 3 clusters Score -3923129 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3923182.250000 Penalty: 3407.590088
	Iteration 21Q: 3 clusters Score -3923182 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3923243.500000 Penalty: 3407.590088
	Iteration 22Q: 3 clusters Score -3923244 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3923294.250000 Penalty: 3407.590088
	Iteration 23Q: 3 clusters Score -3923294 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3923337.500000 Penalty: 3407.590088
	Iteration 24Q: 3 clusters Score -3923338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3923377.250000 Penalty: 3407.590088
	Iteration 25Q: 3 clusters Score -3923377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3923395.250000 Penalty: 3407.590088
	Iteration 26Q: 3 clusters Score -3923395 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3923410.750000 Penalty: 3407.590088
	Iteration 27Q: 3 clusters Score -3923411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3923420.500000 Penalty: 3407.590088
	Iteration 28Q: 3 clusters Score -3923420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3923448.500000 Penalty: 3407.590088
	Iteration 29Q: 3 clusters Score -3923448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3923474.750000 Penalty: 3407.590088
	Iteration 30Q: 3 clusters Score -3923475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3923482.750000 Penalty: 3407.590088
	Iteration 31Q: 3 clusters Score -3923483 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3923481.500000 Penalty: 3407.590088
	Iteration 32Q: 3 clusters Score -3923482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3923506.000000 Penalty: 3407.590088
	Iteration 33Q: 3 clusters Score -3923506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3923521.500000 Penalty: 3407.590088
	Iteration 34Q: 3 clusters Score -3923522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3923539.000000 Penalty: 3407.590088
	Iteration 35Q: 3 clusters Score -3923539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3923547.500000 Penalty: 3407.590088
	Iteration 36Q: 3 clusters Score -3923548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3923564.750000 Penalty: 3407.590088
	Iteration 37Q: 3 clusters Score -3923565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3923561.000000 Penalty: 3407.590088
	Iteration 38Q: 3 clusters Score -3923561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3923560.500000 Penalty: 3407.590088
	Iteration 39Q: 3 clusters Score -3923560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3923571.500000 Penalty: 3407.590088
	Iteration 40F: 3 clusters Score -3923572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3923579.000000 Penalty: 3407.590088
	Iteration 41Q: 3 clusters Score -3923579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3923584.250000 Penalty: 3407.590088
	Iteration 42Q: 3 clusters Score -3923584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3923594.750000 Penalty: 3407.590088
	Iteration 43Q: 3 clusters Score -3923595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3923601.750000 Penalty: 3407.590088
	Iteration 44Q: 3 clusters Score -3923602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3923607.500000 Penalty: 3407.590088
	Iteration 45Q: 3 clusters Score -3923608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3923606.750000 Penalty: 3407.590088
	Iteration 46Q: 3 clusters Score -3923607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3923612.250000 Penalty: 3407.590088
	Iteration 47Q: 3 clusters Score -3923612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3923615.250000 Penalty: 3407.590088
	Iteration 48Q: 3 clusters Score -3923615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3923612.500000 Penalty: 3407.590088
	Iteration 49Q: 3 clusters Score -3923612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3923612.500000 Penalty: 3407.590088
	Iteration 50F: 3 clusters Score -3923612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Entering Unmasked Estep 
Score: -7331874.500000 Penalty: 1805.750854
	Iteration 0F: 2 clusters Score -7331874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -7287201.500000 Penalty: 3611.501709
	Iteration 0F: 3 clusters Score -7287202 nChanged 31701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -7305640.000000 Penalty: 3611.501709
	Iteration 1F: 3 clusters Score -7305640 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -7306751.000000 Penalty: 3611.501709
	Iteration 2Q: 3 clusters Score -7306751 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -7308206.500000 Penalty: 3611.501709
	Iteration 3Q: 3 clusters Score -7308206 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -7310021.500000 Penalty: 3611.501709
	Iteration 4F: 3 clusters Score -7310022 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -7312447.000000 Penalty: 3611.501709
	Iteration 5F: 3 clusters Score -7312447 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -7315448.500000 Penalty: 3611.501709
	Iteration 6F: 3 clusters Score -7315448 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -7318573.500000 Penalty: 3611.501709
	Iteration 7F: 3 clusters Score -7318574 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7320644.500000 Penalty: 3611.501709
	Iteration 8F: 3 clusters Score -7320644 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7321554.000000 Penalty: 3611.501709
	Iteration 9Q: 3 clusters Score -7321554 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -7321920.000000 Penalty: 3611.501709
	Iteration 10Q: 3 clusters Score -7321920 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7322047.000000 Penalty: 3611.501709
	Iteration 11Q: 3 clusters Score -7322047 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -7322174.000000 Penalty: 3611.501709
	Iteration 12Q: 3 clusters Score -7322174 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -7322306.500000 Penalty: 3611.501709
	Iteration 13Q: 3 clusters Score -7322306 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -7322458.500000 Penalty: 3611.501709
	Iteration 14Q: 3 clusters Score -7322458 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7322594.500000 Penalty: 3611.501709
	Iteration 15Q: 3 clusters Score -7322594 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7322696.000000 Penalty: 3611.501709
	Iteration 16Q: 3 clusters Score -7322696 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -7322838.000000 Penalty: 3611.501709
	Iteration 17Q: 3 clusters Score -7322838 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7322933.000000 Penalty: 3611.501709
	Iteration 18Q: 3 clusters Score -7322933 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -7323033.000000 Penalty: 3611.501709
	Iteration 19Q: 3 clusters Score -7323033 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -7323137.000000 Penalty: 3611.501709
	Iteration 20F: 3 clusters Score -7323137 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -7323227.500000 Penalty: 3611.501709
	Iteration 21Q: 3 clusters Score -7323228 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -7323315.000000 Penalty: 3611.501709
	Iteration 22Q: 3 clusters Score -7323315 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -7323399.000000 Penalty: 3611.501709
	Iteration 23Q: 3 clusters Score -7323399 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -7323552.000000 Penalty: 3611.501709
	Iteration 24Q: 3 clusters Score -7323552 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -7323656.500000 Penalty: 3611.501709
	Iteration 25Q: 3 clusters Score -7323656 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -7323768.500000 Penalty: 3611.501709
	Iteration 26Q: 3 clusters Score -7323768 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -7323826.500000 Penalty: 3611.501709
	Iteration 27Q: 3 clusters Score -7323826 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -7323910.500000 Penalty: 3611.501709
	Iteration 28Q: 3 clusters Score -7323910 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -7324015.500000 Penalty: 3611.501709
	Iteration 29Q: 3 clusters Score -7324016 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -7324099.500000 Penalty: 3611.501709
	Iteration 30Q: 3 clusters Score -7324100 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -7324168.000000 Penalty: 3611.501709
	Iteration 31Q: 3 clusters Score -7324168 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -7324201.000000 Penalty: 3611.501709
	Iteration 32Q: 3 clusters Score -7324201 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -7324251.000000 Penalty: 3611.501709
	Iteration 33Q: 3 clusters Score -7324251 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -7324301.500000 Penalty: 3611.501709
	Iteration 34Q: 3 clusters Score -7324302 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -7324347.500000 Penalty: 3611.501709
	Iteration 35Q: 3 clusters Score -7324348 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -7324370.500000 Penalty: 3611.501709
	Iteration 36Q: 3 clusters Score -7324370 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -7324379.000000 Penalty: 3611.501709
	Iteration 37Q: 3 clusters Score -7324379 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -7324409.000000 Penalty: 3611.501709
	Iteration 38Q: 3 clusters Score -7324409 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -7324431.000000 Penalty: 3611.501709
	Iteration 39Q: 3 clusters Score -7324431 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -7324453.000000 Penalty: 3611.501709
	Iteration 40F: 3 clusters Score -7324453 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -7324475.500000 Penalty: 3611.501709
	Iteration 41Q: 3 clusters Score -7324476 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -7324451.500000 Penalty: 3611.501709
	Iteration 42Q: 3 clusters Score -7324452 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -7324442.000000 Penalty: 3611.501709
	Iteration 43Q: 3 clusters Score -7324442 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -7324460.000000 Penalty: 3611.501709
	Iteration 44Q: 3 clusters Score -7324460 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -7324477.000000 Penalty: 3611.501709
	Iteration 45Q: 3 clusters Score -7324477 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -7324509.000000 Penalty: 3611.501709
	Iteration 46Q: 3 clusters Score -7324509 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -7324512.000000 Penalty: 3611.501709
	Iteration 47Q: 3 clusters Score -7324512 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -7324527.000000 Penalty: 3611.501709
	Iteration 48Q: 3 clusters Score -7324527 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -7324523.000000 Penalty: 3611.501709
	Iteration 49Q: 3 clusters Score -7324523 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -7324532.000000 Penalty: 3611.501709
	Iteration 50Q: 3 clusters Score -7324532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -7324540.000000 Penalty: 3611.501709
	Iteration 51Q: 3 clusters Score -7324540 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -7324533.000000 Penalty: 3611.501709
	Iteration 52Q: 3 clusters Score -7324533 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -7324557.000000 Penalty: 3611.501709
	Iteration 53Q: 3 clusters Score -7324557 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -7324538.000000 Penalty: 3611.501709
	Iteration 54Q: 3 clusters Score -7324538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -7324515.000000 Penalty: 3611.501709
	Iteration 55Q: 3 clusters Score -7324515 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -7324539.500000 Penalty: 3611.501709
	Iteration 56Q: 3 clusters Score -7324540 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -7324568.000000 Penalty: 3611.501709
	Iteration 57Q: 3 clusters Score -7324568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -7324567.500000 Penalty: 3611.501709
	Iteration 58Q: 3 clusters Score -7324568 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -7324583.000000 Penalty: 3611.501709
	Iteration 59Q: 3 clusters Score -7324583 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -7324588.500000 Penalty: 3611.501709
	Iteration 60F: 3 clusters Score -7324588 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -7324604.000000 Penalty: 3611.501709
	Iteration 61Q: 3 clusters Score -7324604 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -7324607.500000 Penalty: 3611.501709
	Iteration 62Q: 3 clusters Score -7324608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -7324617.500000 Penalty: 3611.501709
	Iteration 63Q: 3 clusters Score -7324618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -7324631.500000 Penalty: 3611.501709
	Iteration 64Q: 3 clusters Score -7324632 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -7324638.000000 Penalty: 3611.501709
	Iteration 65Q: 3 clusters Score -7324638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -7324674.500000 Penalty: 3611.501709
	Iteration 66Q: 3 clusters Score -7324674 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -7324682.500000 Penalty: 3611.501709
	Iteration 67Q: 3 clusters Score -7324682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -7324694.000000 Penalty: 3611.501709
	Iteration 68Q: 3 clusters Score -7324694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -7324685.500000 Penalty: 3611.501709
	Iteration 69Q: 3 clusters Score -7324686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -7324691.500000 Penalty: 3611.501709
	Iteration 70Q: 3 clusters Score -7324692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -7324678.500000 Penalty: 3611.501709
	Iteration 71Q: 3 clusters Score -7324678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -7324684.500000 Penalty: 3611.501709
	Iteration 72Q: 3 clusters Score -7324684 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -7324685.500000 Penalty: 3611.501709
	Iteration 73Q: 3 clusters Score -7324686 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -7324710.500000 Penalty: 3611.501709
	Iteration 74Q: 3 clusters Score -7324710 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -7324732.500000 Penalty: 3611.501709
	Iteration 75Q: 3 clusters Score -7324732 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -7324735.500000 Penalty: 3611.501709
	Iteration 76Q: 3 clusters Score -7324736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -7324737.000000 Penalty: 3611.501709
	Iteration 77Q: 3 clusters Score -7324737 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -7324721.000000 Penalty: 3611.501709
	Iteration 78Q: 3 clusters Score -7324721 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -7324723.500000 Penalty: 3611.501709
	Iteration 79Q: 3 clusters Score -7324724 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -7324741.500000 Penalty: 3611.501709
	Iteration 80F: 3 clusters Score -7324742 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -7324758.500000 Penalty: 3611.501709
	Iteration 81Q: 3 clusters Score -7324758 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -7324777.000000 Penalty: 3611.501709
	Iteration 82Q: 3 clusters Score -7324777 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -7324812.000000 Penalty: 3611.501709
	Iteration 83Q: 3 clusters Score -7324812 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -7324830.500000 Penalty: 3611.501709
	Iteration 84Q: 3 clusters Score -7324830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -7324856.000000 Penalty: 3611.501709
	Iteration 85Q: 3 clusters Score -7324856 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -7324901.500000 Penalty: 3611.501709
	Iteration 86Q: 3 clusters Score -7324902 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -7324913.500000 Penalty: 3611.501709
	Iteration 87Q: 3 clusters Score -7324914 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -7324949.000000 Penalty: 3611.501709
	Iteration 88Q: 3 clusters Score -7324949 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -7324949.000000 Penalty: 3611.501709
	Iteration 89Q: 3 clusters Score -7324949 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -7324979.500000 Penalty: 3611.501709
	Iteration 90Q: 3 clusters Score -7324980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -7324993.000000 Penalty: 3611.501709
	Iteration 91Q: 3 clusters Score -7324993 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -7325022.000000 Penalty: 3611.501709
	Iteration 92Q: 3 clusters Score -7325022 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -7325077.500000 Penalty: 3611.501709
	Iteration 93Q: 3 clusters Score -7325078 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -7325137.000000 Penalty: 3611.501709
	Iteration 94Q: 3 clusters Score -7325137 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -7325224.000000 Penalty: 3611.501709
	Iteration 95Q: 3 clusters Score -7325224 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -7325248.000000 Penalty: 3611.501709
	Iteration 96Q: 3 clusters Score -7325248 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -7325299.500000 Penalty: 3611.501709
	Iteration 97Q: 3 clusters Score -7325300 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7325366.000000 Penalty: 3611.501709
	Iteration 98Q: 3 clusters Score -7325366 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -7325425.500000 Penalty: 3611.501709
	Iteration 99Q: 3 clusters Score -7325426 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -7325492.000000 Penalty: 3611.501709
	Iteration 100F: 3 clusters Score -7325492 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -7325571.500000 Penalty: 3611.501709
	Iteration 101Q: 3 clusters Score -7325572 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -7325661.500000 Penalty: 3611.501709
	Iteration 102Q: 3 clusters Score -7325662 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -7325749.500000 Penalty: 3611.501709
	Iteration 103Q: 3 clusters Score -7325750 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -7325838.500000 Penalty: 3611.501709
	Iteration 104Q: 3 clusters Score -7325838 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -7325925.000000 Penalty: 3611.501709
	Iteration 105Q: 3 clusters Score -7325925 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -7326032.000000 Penalty: 3611.501709
	Iteration 106Q: 3 clusters Score -7326032 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -7326133.500000 Penalty: 3611.501709
	Iteration 107Q: 3 clusters Score -7326134 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -7326274.000000 Penalty: 3611.501709
	Iteration 108Q: 3 clusters Score -7326274 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -7326447.000000 Penalty: 3611.501709
	Iteration 109Q: 3 clusters Score -7326447 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -7326624.500000 Penalty: 3611.501709
	Iteration 110Q: 3 clusters Score -7326624 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -7326772.500000 Penalty: 3611.501709
	Iteration 111Q: 3 clusters Score -7326772 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -7326989.000000 Penalty: 3611.501709
	Iteration 112Q: 3 clusters Score -7326989 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -7327211.500000 Penalty: 3611.501709
	Iteration 113Q: 3 clusters Score -7327212 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -7327431.500000 Penalty: 3611.501709
	Iteration 114Q: 3 clusters Score -7327432 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -7327666.500000 Penalty: 3611.501709
	Iteration 115Q: 3 clusters Score -7327666 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -7327902.500000 Penalty: 3611.501709
	Iteration 116Q: 3 clusters Score -7327902 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -7328151.500000 Penalty: 3611.501709
	Iteration 117Q: 3 clusters Score -7328152 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -7328401.000000 Penalty: 3611.501709
	Iteration 118Q: 3 clusters Score -7328401 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -7328641.500000 Penalty: 3611.501709
	Iteration 119Q: 3 clusters Score -7328642 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -7328869.000000 Penalty: 3611.501709
	Iteration 120F: 3 clusters Score -7328869 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
Score: -7329055.500000 Penalty: 3611.501709
	Iteration 121Q: 3 clusters Score -7329056 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -7329256.500000 Penalty: 3611.501709
	Iteration 122Q: 3 clusters Score -7329256 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -7329437.500000 Penalty: 3611.501709
	Iteration 123Q: 3 clusters Score -7329438 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -7329575.500000 Penalty: 3611.501709
	Iteration 124Q: 3 clusters Score -7329576 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -7329721.000000 Penalty: 3611.501709
	Iteration 125Q: 3 clusters Score -7329721 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -7329822.000000 Penalty: 3611.501709
	Iteration 126Q: 3 clusters Score -7329822 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -7329930.500000 Penalty: 3611.501709
	Iteration 127Q: 3 clusters Score -7329930 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -7329978.000000 Penalty: 3611.501709
	Iteration 128Q: 3 clusters Score -7329978 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -7330042.000000 Penalty: 3611.501709
	Iteration 129Q: 3 clusters Score -7330042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -7330086.500000 Penalty: 3611.501709
	Iteration 130Q: 3 clusters Score -7330086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -7330123.500000 Penalty: 3611.501709
	Iteration 131Q: 3 clusters Score -7330124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -7330161.500000 Penalty: 3611.501709
	Iteration 132Q: 3 clusters Score -7330162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -7330185.500000 Penalty: 3611.501709
	Iteration 133Q: 3 clusters Score -7330186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -7330208.500000 Penalty: 3611.501709
	Iteration 134Q: 3 clusters Score -7330208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -7330227.500000 Penalty: 3611.501709
	Iteration 135Q: 3 clusters Score -7330228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -7330247.000000 Penalty: 3611.501709
	Iteration 136Q: 3 clusters Score -7330247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -7330251.500000 Penalty: 3611.501709
	Iteration 137Q: 3 clusters Score -7330252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -7330260.500000 Penalty: 3611.501709
	Iteration 138Q: 3 clusters Score -7330260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -7330268.000000 Penalty: 3611.501709
	Iteration 139Q: 3 clusters Score -7330268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -7330281.500000 Penalty: 3611.501709
	Iteration 140F: 3 clusters Score -7330282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -7330301.500000 Penalty: 3611.501709
	Iteration 141Q: 3 clusters Score -7330302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -7330300.000000 Penalty: 3611.501709
	Iteration 142Q: 3 clusters Score -7330300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -7330308.000000 Penalty: 3611.501709
	Iteration 143Q: 3 clusters Score -7330308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -7330316.000000 Penalty: 3611.501709
	Iteration 144Q: 3 clusters Score -7330316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -7330319.500000 Penalty: 3611.501709
	Iteration 145Q: 3 clusters Score -7330320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -7330334.500000 Penalty: 3611.501709
	Iteration 146Q: 3 clusters Score -7330334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -7330326.500000 Penalty: 3611.501709
	Iteration 147Q: 3 clusters Score -7330326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -7330326.500000 Penalty: 3611.501709
	Iteration 148Q: 3 clusters Score -7330326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -7330338.500000 Penalty: 3611.501709
	Iteration 149Q: 3 clusters Score -7330338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -7330334.000000 Penalty: 3611.501709
	Iteration 150Q: 3 clusters Score -7330334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -7330337.500000 Penalty: 3611.501709
	Iteration 151Q: 3 clusters Score -7330338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -7330341.000000 Penalty: 3611.501709
	Iteration 152Q: 3 clusters Score -7330341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -7330341.000000 Penalty: 3611.501709
	Iteration 153Q: 3 clusters Score -7330341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -7330345.500000 Penalty: 3611.501709
	Iteration 154Q: 3 clusters Score -7330346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -7330350.500000 Penalty: 3611.501709
	Iteration 155Q: 3 clusters Score -7330350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -7330350.500000 Penalty: 3611.501709
	Iteration 156Q: 3 clusters Score -7330350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -7330358.000000 Penalty: 3611.501709
	Iteration 157Q: 3 clusters Score -7330358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -7330366.500000 Penalty: 3611.501709
	Iteration 158Q: 3 clusters Score -7330366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -7330363.000000 Penalty: 3611.501709
	Iteration 159Q: 3 clusters Score -7330363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -7330364.000000 Penalty: 3611.501709
	Iteration 160F: 3 clusters Score -7330364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 66506 members 
Entering Unmasked Estep 
Score: -7330363.500000 Penalty: 3611.501709
	Iteration 161Q: 3 clusters Score -7330364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -7330365.500000 Penalty: 3611.501709
	Iteration 162Q: 3 clusters Score -7330366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -7330369.000000 Penalty: 3611.501709
	Iteration 163Q: 3 clusters Score -7330369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -7330370.000000 Penalty: 3611.501709
	Iteration 164Q: 3 clusters Score -7330370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -7330370.000000 Penalty: 3611.501709
	Iteration 165F: 3 clusters Score -7330370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (115482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Entering Unmasked Estep 
Score: -12541610.000000 Penalty: 1894.241333
	Iteration 0F: 2 clusters Score -1.254161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -12464447.000000 Penalty: 3788.482666
	Iteration 0F: 3 clusters Score -1.246445e+07 nChanged 55467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -12496649.000000 Penalty: 3788.482666
	Iteration 1F: 3 clusters Score -1.249665e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -12497327.000000 Penalty: 3788.482666
	Iteration 2Q: 3 clusters Score -1.249733e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 61401 members 
Entering Unmasked Estep 
Score: -12498174.000000 Penalty: 3788.482666
	Iteration 3Q: 3 clusters Score -1.249817e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -12499554.000000 Penalty: 3788.482666
	Iteration 4Q: 3 clusters Score -1.249955e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -12501526.000000 Penalty: 3788.482666
	Iteration 5Q: 3 clusters Score -1.250153e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -12504810.000000 Penalty: 3788.482666
	Iteration 6F: 3 clusters Score -1.250481e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -12509445.000000 Penalty: 3788.482666
	Iteration 7F: 3 clusters Score -1.250944e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -12515250.000000 Penalty: 3788.482666
	Iteration 8F: 3 clusters Score -1.251525e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -12521279.000000 Penalty: 3788.482666
	Iteration 9F: 3 clusters Score -1.252128e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -12526253.000000 Penalty: 3788.482666
	Iteration 10F: 3 clusters Score -1.252625e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 100982 members 
Entering Unmasked Estep 
Score: -12530101.000000 Penalty: 3788.482666
	Iteration 11Q: 3 clusters Score -1.25301e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 103638 members 
Entering Unmasked Estep 
Score: -12532867.000000 Penalty: 3788.482666
	Iteration 12Q: 3 clusters Score -1.253287e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -12534651.000000 Penalty: 3788.482666
	Iteration 13Q: 3 clusters Score -1.253465e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -12535908.000000 Penalty: 3788.482666
	Iteration 14Q: 3 clusters Score -1.253591e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 107887 members 
Entering Unmasked Estep 
Score: -12536743.000000 Penalty: 3788.482666
	Iteration 15Q: 3 clusters Score -1.253674e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 108719 members 
Entering Unmasked Estep 
Score: -12537501.000000 Penalty: 3788.482666
	Iteration 16Q: 3 clusters Score -1.25375e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 109335 members 
Entering Unmasked Estep 
Score: -12537971.000000 Penalty: 3788.482666
	Iteration 17Q: 3 clusters Score -1.253797e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -12538403.000000 Penalty: 3788.482666
	Iteration 18Q: 3 clusters Score -1.25384e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -12538697.000000 Penalty: 3788.482666
	Iteration 19Q: 3 clusters Score -1.25387e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -12539022.000000 Penalty: 3788.482666
	Iteration 20F: 3 clusters Score -1.253902e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 110715 members 
Entering Unmasked Estep 
Score: -12539207.000000 Penalty: 3788.482666
	Iteration 21Q: 3 clusters Score -1.253921e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -12539385.000000 Penalty: 3788.482666
	Iteration 22Q: 3 clusters Score -1.253938e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 111067 members 
Entering Unmasked Estep 
Score: -12539539.000000 Penalty: 3788.482666
	Iteration 23Q: 3 clusters Score -1.253954e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -12539653.000000 Penalty: 3788.482666
	Iteration 24Q: 3 clusters Score -1.253965e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -12539778.000000 Penalty: 3788.482666
	Iteration 25Q: 3 clusters Score -1.253978e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 111407 members 
Entering Unmasked Estep 
Score: -12539843.000000 Penalty: 3788.482666
	Iteration 26Q: 3 clusters Score -1.253984e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -12539920.000000 Penalty: 3788.482666
	Iteration 27Q: 3 clusters Score -1.253992e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -12539927.000000 Penalty: 3788.482666
	Iteration 28Q: 3 clusters Score -1.253993e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 111575 members 
Entering Unmasked Estep 
Score: -12539962.000000 Penalty: 3788.482666
	Iteration 29Q: 3 clusters Score -1.253996e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 111621 members 
Entering Unmasked Estep 
Score: -12539978.000000 Penalty: 3788.482666
	Iteration 30Q: 3 clusters Score -1.253998e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 111672 members 
Entering Unmasked Estep 
Score: -12539981.000000 Penalty: 3788.482666
	Iteration 31Q: 3 clusters Score -1.253998e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -12539986.000000 Penalty: 3788.482666
	Iteration 32Q: 3 clusters Score -1.253999e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -12539997.000000 Penalty: 3788.482666
	Iteration 33Q: 3 clusters Score -1.254e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 111808 members 
Entering Unmasked Estep 
Score: -12540001.000000 Penalty: 3788.482666
	Iteration 34Q: 3 clusters Score -1.254e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -12540001.000000 Penalty: 3788.482666
	Iteration 35Q: 3 clusters Score -1.254e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 111897 members 
Entering Unmasked Estep 
Score: -12540015.000000 Penalty: 3788.482666
	Iteration 36Q: 3 clusters Score -1.254002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 111932 members 
Entering Unmasked Estep 
Score: -12540015.000000 Penalty: 3788.482666
	Iteration 37Q: 3 clusters Score -1.254002e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -12539996.000000 Penalty: 3788.482666
	Iteration 38Q: 3 clusters Score -1.254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 111978 members 
Entering Unmasked Estep 
Score: -12540007.000000 Penalty: 3788.482666
	Iteration 39Q: 3 clusters Score -1.254001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 111996 members 
Entering Unmasked Estep 
Score: -12540017.000000 Penalty: 3788.482666
	Iteration 40F: 3 clusters Score -1.254002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
Score: -12540028.000000 Penalty: 3788.482666
	Iteration 41Q: 3 clusters Score -1.254003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -12540029.000000 Penalty: 3788.482666
	Iteration 42Q: 3 clusters Score -1.254003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -12540036.000000 Penalty: 3788.482666
	Iteration 43Q: 3 clusters Score -1.254004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -12540028.000000 Penalty: 3788.482666
	Iteration 44Q: 3 clusters Score -1.254003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 112050 members 
Entering Unmasked Estep 
Score: -12540035.000000 Penalty: 3788.482666
	Iteration 45Q: 3 clusters Score -1.254004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 112063 members 
Entering Unmasked Estep 
Score: -12540036.000000 Penalty: 3788.482666
	Iteration 46Q: 3 clusters Score -1.254004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 112079 members 
Entering Unmasked Estep 
Score: -12540042.000000 Penalty: 3788.482666
	Iteration 47Q: 3 clusters Score -1.254004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 112088 members 
Entering Unmasked Estep 
Score: -12540045.000000 Penalty: 3788.482666
	Iteration 48Q: 3 clusters Score -1.254004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 112095 members 
Entering Unmasked Estep 
Score: -12540042.000000 Penalty: 3788.482666
	Iteration 49Q: 3 clusters Score -1.254004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 112106 members 
Entering Unmasked Estep 
Score: -12540040.000000 Penalty: 3788.482666
	Iteration 50Q: 3 clusters Score -1.254004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 112119 members 
Entering Unmasked Estep 
Score: -12540062.000000 Penalty: 3788.482666
	Iteration 51Q: 3 clusters Score -1.254006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
Score: -12540067.000000 Penalty: 3788.482666
	Iteration 52Q: 3 clusters Score -1.254007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 112141 members 
Entering Unmasked Estep 
Score: -12540053.000000 Penalty: 3788.482666
	Iteration 53Q: 3 clusters Score -1.254005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -12540055.000000 Penalty: 3788.482666
	Iteration 54Q: 3 clusters Score -1.254006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -12540065.000000 Penalty: 3788.482666
	Iteration 55Q: 3 clusters Score -1.254006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 112158 members 
Entering Unmasked Estep 
Score: -12540059.000000 Penalty: 3788.482666
	Iteration 56Q: 3 clusters Score -1.254006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -12540068.000000 Penalty: 3788.482666
	Iteration 57Q: 3 clusters Score -1.254007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 112169 members 
Entering Unmasked Estep 
Score: -12540069.000000 Penalty: 3788.482666
	Iteration 58Q: 3 clusters Score -1.254007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 112172 members 
Entering Unmasked Estep 
Score: -12540068.000000 Penalty: 3788.482666
	Iteration 59Q: 3 clusters Score -1.254007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 112176 members 
Entering Unmasked Estep 
Score: -12540057.000000 Penalty: 3788.482666
	Iteration 60F: 3 clusters Score -1.254006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 112176 members 
Entering Unmasked Estep 
Score: -12540065.000000 Penalty: 3788.482666
	Iteration 61Q: 3 clusters Score -1.254006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 112178 members 
Entering Unmasked Estep 
Score: -12540063.000000 Penalty: 3788.482666
	Iteration 62Q: 3 clusters Score -1.254006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 112179 members 
Entering Unmasked Estep 
Score: -12540057.000000 Penalty: 3788.482666
	Iteration 63Q: 3 clusters Score -1.254006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -12540046.000000 Penalty: 3788.482666
	Iteration 64Q: 3 clusters Score -1.254005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -12540054.000000 Penalty: 3788.482666
	Iteration 65Q: 3 clusters Score -1.254005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 112187 members 
Entering Unmasked Estep 
Score: -12540056.000000 Penalty: 3788.482666
	Iteration 66Q: 3 clusters Score -1.254006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 112189 members 
Entering Unmasked Estep 
Score: -12540062.000000 Penalty: 3788.482666
	Iteration 67Q: 3 clusters Score -1.254006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -12540060.000000 Penalty: 3788.482666
	Iteration 68Q: 3 clusters Score -1.254006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -12540063.000000 Penalty: 3788.482666
	Iteration 69Q: 3 clusters Score -1.254006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 112194 members 
Entering Unmasked Estep 
Score: -12540062.000000 Penalty: 3788.482666
	Iteration 70Q: 3 clusters Score -1.254006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 112195 members 
Entering Unmasked Estep 
Score: -12540057.000000 Penalty: 3788.482666
	Iteration 71Q: 3 clusters Score -1.254006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 112195 members 
Entering Unmasked Estep 
Score: -12540057.000000 Penalty: 3788.482666
	Iteration 72F: 3 clusters Score -1.254006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -141618.187500 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -141618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -139954.343750 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -139954.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -140570.312500 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -140570.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140982.109375 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -140982.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141581.984375 Penalty: 2370.451904
	Iteration 3F: 3 clusters Score -141582 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -141966.734375 Penalty: 2370.451904
	Iteration 4F: 3 clusters Score -141966.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -142135.000000 Penalty: 2370.451904
	Iteration 5F: 3 clusters Score -142135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -142170.953125 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -142171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -142182.921875 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -142182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -142190.109375 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -142190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -142194.625000 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -142194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -142197.734375 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -142197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -142198.421875 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -142198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -142198.953125 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -142199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -142198.953125 Penalty: 2370.451904
	Iteration 13F: 3 clusters Score -142199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66991 members 
Mstep: Class 13 contains 115482 members 
Mstep: Class 14 contains 1081 members 
Mstep: Class 16 contains 175917 members 
Mstep: Class 17 contains 45828 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104720 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176448 members 
Entering Unmasked Estep 
Score: -93845768.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93846488.000000 to -93845768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (175917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Entering Unmasked Estep 
Score: -19057364.000000 Penalty: 1962.637207
	Iteration 0F: 2 clusters Score -1.905736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88056 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -18940802.000000 Penalty: 3925.274414
	Iteration 0F: 3 clusters Score -1.89408e+07 nChanged 85275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90963 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -18991624.000000 Penalty: 3925.274414
	Iteration 1F: 3 clusters Score -1.899162e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -18992608.000000 Penalty: 3925.274414
	Iteration 2Q: 3 clusters Score -1.899261e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -18994038.000000 Penalty: 3925.274414
	Iteration 3Q: 3 clusters Score -1.899404e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -18995948.000000 Penalty: 3925.274414
	Iteration 4Q: 3 clusters Score -1.899595e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -18999408.000000 Penalty: 3925.274414
	Iteration 5Q: 3 clusters Score -1.899941e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -19005448.000000 Penalty: 3925.274414
	Iteration 6F: 3 clusters Score -1.900545e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -19014992.000000 Penalty: 3925.274414
	Iteration 7F: 3 clusters Score -1.901499e+07 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -19027624.000000 Penalty: 3925.274414
	Iteration 8F: 3 clusters Score -1.902762e+07 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -19039216.000000 Penalty: 3925.274414
	Iteration 9F: 3 clusters Score -1.903922e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161747 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -19046824.000000 Penalty: 3925.274414
	Iteration 10Q: 3 clusters Score -1.904682e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166745 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -19051032.000000 Penalty: 3925.274414
	Iteration 11Q: 3 clusters Score -1.905103e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169731 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -19053206.000000 Penalty: 3925.274414
	Iteration 12Q: 3 clusters Score -1.905321e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171523 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -19054440.000000 Penalty: 3925.274414
	Iteration 13Q: 3 clusters Score -1.905444e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -19055260.000000 Penalty: 3925.274414
	Iteration 14Q: 3 clusters Score -1.905526e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -19055642.000000 Penalty: 3925.274414
	Iteration 15Q: 3 clusters Score -1.905564e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173747 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -19055876.000000 Penalty: 3925.274414
	Iteration 16Q: 3 clusters Score -1.905588e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174031 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -19056014.000000 Penalty: 3925.274414
	Iteration 17Q: 3 clusters Score -1.905601e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174253 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -19056126.000000 Penalty: 3925.274414
	Iteration 18Q: 3 clusters Score -1.905613e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174419 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -19056148.000000 Penalty: 3925.274414
	Iteration 19Q: 3 clusters Score -1.905615e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174541 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19056142.000000 Penalty: 3925.274414
	Iteration 20F: 3 clusters Score -1.905614e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174624 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19056168.000000 Penalty: 3925.274414
	Iteration 21Q: 3 clusters Score -1.905617e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174688 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19056188.000000 Penalty: 3925.274414
	Iteration 22Q: 3 clusters Score -1.905619e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174742 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -19056208.000000 Penalty: 3925.274414
	Iteration 23Q: 3 clusters Score -1.905621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174776 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -19056184.000000 Penalty: 3925.274414
	Iteration 24Q: 3 clusters Score -1.905618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174812 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19056182.000000 Penalty: 3925.274414
	Iteration 25Q: 3 clusters Score -1.905618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174840 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -19056172.000000 Penalty: 3925.274414
	Iteration 26Q: 3 clusters Score -1.905617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174863 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19056168.000000 Penalty: 3925.274414
	Iteration 27Q: 3 clusters Score -1.905617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174882 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -19056170.000000 Penalty: 3925.274414
	Iteration 28Q: 3 clusters Score -1.905617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174901 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19056172.000000 Penalty: 3925.274414
	Iteration 29Q: 3 clusters Score -1.905617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174917 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -19056158.000000 Penalty: 3925.274414
	Iteration 30Q: 3 clusters Score -1.905616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19056148.000000 Penalty: 3925.274414
	Iteration 31Q: 3 clusters Score -1.905615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174937 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19056156.000000 Penalty: 3925.274414
	Iteration 32Q: 3 clusters Score -1.905616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174946 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -19056160.000000 Penalty: 3925.274414
	Iteration 33Q: 3 clusters Score -1.905616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174953 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19056154.000000 Penalty: 3925.274414
	Iteration 34Q: 3 clusters Score -1.905615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19056152.000000 Penalty: 3925.274414
	Iteration 35Q: 3 clusters Score -1.905615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174963 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19056156.000000 Penalty: 3925.274414
	Iteration 36Q: 3 clusters Score -1.905616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174967 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19056138.000000 Penalty: 3925.274414
	Iteration 37Q: 3 clusters Score -1.905614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174968 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -19056138.000000 Penalty: 3925.274414
	Iteration 38Q: 3 clusters Score -1.905614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174970 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19056142.000000 Penalty: 3925.274414
	Iteration 39Q: 3 clusters Score -1.905614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174972 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19056128.000000 Penalty: 3925.274414
	Iteration 40F: 3 clusters Score -1.905613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174975 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19056128.000000 Penalty: 3925.274414
	Iteration 41Q: 3 clusters Score -1.905613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174975 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19056130.000000 Penalty: 3925.274414
	Iteration 42Q: 3 clusters Score -1.905613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174978 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -19056134.000000 Penalty: 3925.274414
	Iteration 43Q: 3 clusters Score -1.905613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -19056128.000000 Penalty: 3925.274414
	Iteration 44Q: 3 clusters Score -1.905613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174979 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -19056122.000000 Penalty: 3925.274414
	Iteration 45Q: 3 clusters Score -1.905612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -19056118.000000 Penalty: 3925.274414
	Iteration 46Q: 3 clusters Score -1.905612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174981 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19056122.000000 Penalty: 3925.274414
	Iteration 47Q: 3 clusters Score -1.905612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174984 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19056120.000000 Penalty: 3925.274414
	Iteration 48Q: 3 clusters Score -1.905612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174986 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19056116.000000 Penalty: 3925.274414
	Iteration 49Q: 3 clusters Score -1.905612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -19056124.000000 Penalty: 3925.274414
	Iteration 50Q: 3 clusters Score -1.905612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -19056128.000000 Penalty: 3925.274414
	Iteration 51Q: 3 clusters Score -1.905613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -19056128.000000 Penalty: 3925.274414
	Iteration 52F: 3 clusters Score -1.905613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Entering Unmasked Estep 
Score: -5033501.500000 Penalty: 1744.055786
	Iteration 0F: 2 clusters Score -5033502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5002925.000000 Penalty: 3488.111572
	Iteration 0F: 3 clusters Score -5002925 nChanged 21346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -5014825.500000 Penalty: 3488.111572
	Iteration 1F: 3 clusters Score -5014826 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -5015356.500000 Penalty: 3488.111572
	Iteration 2Q: 3 clusters Score -5015356 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -5015946.000000 Penalty: 3488.111572
	Iteration 3Q: 3 clusters Score -5015946 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -5016769.000000 Penalty: 3488.111572
	Iteration 4Q: 3 clusters Score -5016769 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -5017784.000000 Penalty: 3488.111572
	Iteration 5F: 3 clusters Score -5017784 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -5019051.000000 Penalty: 3488.111572
	Iteration 6F: 3 clusters Score -5019051 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -5020657.000000 Penalty: 3488.111572
	Iteration 7F: 3 clusters Score -5020657 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5022650.500000 Penalty: 3488.111572
	Iteration 8F: 3 clusters Score -5022650 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -5024799.000000 Penalty: 3488.111572
	Iteration 9F: 3 clusters Score -5024799 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -5026508.000000 Penalty: 3488.111572
	Iteration 10Q: 3 clusters Score -5026508 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5027595.000000 Penalty: 3488.111572
	Iteration 11Q: 3 clusters Score -5027595 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -5028261.500000 Penalty: 3488.111572
	Iteration 12Q: 3 clusters Score -5028262 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -5028792.500000 Penalty: 3488.111572
	Iteration 13Q: 3 clusters Score -5028792 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -5029301.500000 Penalty: 3488.111572
	Iteration 14Q: 3 clusters Score -5029302 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -5029824.000000 Penalty: 3488.111572
	Iteration 15Q: 3 clusters Score -5029824 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5030239.500000 Penalty: 3488.111572
	Iteration 16Q: 3 clusters Score -5030240 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5030610.000000 Penalty: 3488.111572
	Iteration 17Q: 3 clusters Score -5030610 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -5030910.000000 Penalty: 3488.111572
	Iteration 18Q: 3 clusters Score -5030910 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -5031138.000000 Penalty: 3488.111572
	Iteration 19Q: 3 clusters Score -5031138 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -5031339.000000 Penalty: 3488.111572
	Iteration 20F: 3 clusters Score -5031339 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -5031443.000000 Penalty: 3488.111572
	Iteration 21Q: 3 clusters Score -5031443 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -5031571.500000 Penalty: 3488.111572
	Iteration 22Q: 3 clusters Score -5031572 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -5031650.000000 Penalty: 3488.111572
	Iteration 23Q: 3 clusters Score -5031650 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -5031731.000000 Penalty: 3488.111572
	Iteration 24Q: 3 clusters Score -5031731 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -5031758.000000 Penalty: 3488.111572
	Iteration 25Q: 3 clusters Score -5031758 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5031808.500000 Penalty: 3488.111572
	Iteration 26Q: 3 clusters Score -5031808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -5031849.000000 Penalty: 3488.111572
	Iteration 27Q: 3 clusters Score -5031849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -5031862.500000 Penalty: 3488.111572
	Iteration 28Q: 3 clusters Score -5031862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5031894.500000 Penalty: 3488.111572
	Iteration 29Q: 3 clusters Score -5031894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -5031914.500000 Penalty: 3488.111572
	Iteration 30Q: 3 clusters Score -5031914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -5031933.000000 Penalty: 3488.111572
	Iteration 31Q: 3 clusters Score -5031933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -5031961.500000 Penalty: 3488.111572
	Iteration 32Q: 3 clusters Score -5031962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -5031984.500000 Penalty: 3488.111572
	Iteration 33Q: 3 clusters Score -5031984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -5031991.000000 Penalty: 3488.111572
	Iteration 34Q: 3 clusters Score -5031991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -5031999.500000 Penalty: 3488.111572
	Iteration 35Q: 3 clusters Score -5032000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -5032029.000000 Penalty: 3488.111572
	Iteration 36Q: 3 clusters Score -5032029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -5032044.000000 Penalty: 3488.111572
	Iteration 37Q: 3 clusters Score -5032044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -5032065.000000 Penalty: 3488.111572
	Iteration 38Q: 3 clusters Score -5032065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5032068.500000 Penalty: 3488.111572
	Iteration 39Q: 3 clusters Score -5032068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -5032073.000000 Penalty: 3488.111572
	Iteration 40F: 3 clusters Score -5032073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -5032074.000000 Penalty: 3488.111572
	Iteration 41Q: 3 clusters Score -5032074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -5032079.500000 Penalty: 3488.111572
	Iteration 42Q: 3 clusters Score -5032080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -5032091.000000 Penalty: 3488.111572
	Iteration 43Q: 3 clusters Score -5032091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -5032106.000000 Penalty: 3488.111572
	Iteration 44Q: 3 clusters Score -5032106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -5032111.000000 Penalty: 3488.111572
	Iteration 45Q: 3 clusters Score -5032111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -5032118.500000 Penalty: 3488.111572
	Iteration 46Q: 3 clusters Score -5032118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5032122.500000 Penalty: 3488.111572
	Iteration 47Q: 3 clusters Score -5032122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5032129.000000 Penalty: 3488.111572
	Iteration 48Q: 3 clusters Score -5032129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -5032141.000000 Penalty: 3488.111572
	Iteration 49Q: 3 clusters Score -5032141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5032142.000000 Penalty: 3488.111572
	Iteration 50Q: 3 clusters Score -5032142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -5032142.000000 Penalty: 3488.111572
	Iteration 51Q: 3 clusters Score -5032142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -5032138.000000 Penalty: 3488.111572
	Iteration 52Q: 3 clusters Score -5032138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -5032142.500000 Penalty: 3488.111572
	Iteration 53Q: 3 clusters Score -5032142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -5032146.000000 Penalty: 3488.111572
	Iteration 54Q: 3 clusters Score -5032146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -5032150.500000 Penalty: 3488.111572
	Iteration 55Q: 3 clusters Score -5032150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -5032148.000000 Penalty: 3488.111572
	Iteration 56Q: 3 clusters Score -5032148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -5032147.500000 Penalty: 3488.111572
	Iteration 57Q: 3 clusters Score -5032148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -5032155.000000 Penalty: 3488.111572
	Iteration 58Q: 3 clusters Score -5032155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -5032155.500000 Penalty: 3488.111572
	Iteration 59Q: 3 clusters Score -5032156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5032153.000000 Penalty: 3488.111572
	Iteration 60F: 3 clusters Score -5032153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -5032162.500000 Penalty: 3488.111572
	Iteration 61Q: 3 clusters Score -5032162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -5032164.000000 Penalty: 3488.111572
	Iteration 62Q: 3 clusters Score -5032164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -5032168.000000 Penalty: 3488.111572
	Iteration 63Q: 3 clusters Score -5032168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -5032163.000000 Penalty: 3488.111572
	Iteration 64Q: 3 clusters Score -5032163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -5032176.500000 Penalty: 3488.111572
	Iteration 65Q: 3 clusters Score -5032176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -5032179.000000 Penalty: 3488.111572
	Iteration 66Q: 3 clusters Score -5032179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -5032180.500000 Penalty: 3488.111572
	Iteration 67Q: 3 clusters Score -5032180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -5032176.500000 Penalty: 3488.111572
	Iteration 68Q: 3 clusters Score -5032176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -5032176.500000 Penalty: 3488.111572
	Iteration 69Q: 3 clusters Score -5032176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -5032179.000000 Penalty: 3488.111572
	Iteration 70Q: 3 clusters Score -5032179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -5032178.000000 Penalty: 3488.111572
	Iteration 71Q: 3 clusters Score -5032178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -5032177.000000 Penalty: 3488.111572
	Iteration 72Q: 3 clusters Score -5032177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5032176.000000 Penalty: 3488.111572
	Iteration 73Q: 3 clusters Score -5032176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -5032179.500000 Penalty: 3488.111572
	Iteration 74Q: 3 clusters Score -5032180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -5032179.500000 Penalty: 3488.111572
	Iteration 75F: 3 clusters Score -5032180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -390632.062500 Penalty: 1332.858887
	Iteration 0F: 2 clusters Score -390632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -387485.156250 Penalty: 2665.717773
	Iteration 0F: 3 clusters Score -387485.2 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -388245.375000 Penalty: 2665.717773
	Iteration 1F: 3 clusters Score -388245.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -388425.843750 Penalty: 2665.717773
	Iteration 2F: 3 clusters Score -388425.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -388560.093750 Penalty: 2665.717773
	Iteration 3F: 3 clusters Score -388560.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -388691.937500 Penalty: 2665.717773
	Iteration 4Q: 3 clusters Score -388691.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -388807.687500 Penalty: 2665.717773
	Iteration 5Q: 3 clusters Score -388807.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -388917.218750 Penalty: 2665.717773
	Iteration 6Q: 3 clusters Score -388917.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -388994.843750 Penalty: 2665.717773
	Iteration 7Q: 3 clusters Score -388994.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -389070.437500 Penalty: 2665.717773
	Iteration 8Q: 3 clusters Score -389070.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -389132.750000 Penalty: 2665.717773
	Iteration 9Q: 3 clusters Score -389132.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -389190.281250 Penalty: 2665.717773
	Iteration 10Q: 3 clusters Score -389190.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -389259.031250 Penalty: 2665.717773
	Iteration 11Q: 3 clusters Score -389259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -389321.750000 Penalty: 2665.717773
	Iteration 12Q: 3 clusters Score -389321.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -389369.312500 Penalty: 2665.717773
	Iteration 13Q: 3 clusters Score -389369.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -389404.593750 Penalty: 2665.717773
	Iteration 14Q: 3 clusters Score -389404.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -389424.156250 Penalty: 2665.717773
	Iteration 15Q: 3 clusters Score -389424.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -389448.656250 Penalty: 2665.717773
	Iteration 16Q: 3 clusters Score -389448.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -389465.750000 Penalty: 2665.717773
	Iteration 17Q: 3 clusters Score -389465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -389473.375000 Penalty: 2665.717773
	Iteration 18Q: 3 clusters Score -389473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -389481.875000 Penalty: 2665.717773
	Iteration 19Q: 3 clusters Score -389481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -389490.125000 Penalty: 2665.717773
	Iteration 20F: 3 clusters Score -389490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -389492.812500 Penalty: 2665.717773
	Iteration 21Q: 3 clusters Score -389492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -389494.437500 Penalty: 2665.717773
	Iteration 22Q: 3 clusters Score -389494.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -389494.437500 Penalty: 2665.717773
	Iteration 23F: 3 clusters Score -389494.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104720 members 
Entering Unmasked Estep 
Score: -11392643.000000 Penalty: 1878.344971
	Iteration 0F: 2 clusters Score -1.139264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -11323033.000000 Penalty: 3756.689941
	Iteration 0F: 3 clusters Score -1.132303e+07 nChanged 49834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -11352387.000000 Penalty: 3756.689941
	Iteration 1F: 3 clusters Score -1.135239e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -11353140.000000 Penalty: 3756.689941
	Iteration 2Q: 3 clusters Score -1.135314e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -11354039.000000 Penalty: 3756.689941
	Iteration 3Q: 3 clusters Score -1.135404e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -11355171.000000 Penalty: 3756.689941
	Iteration 4Q: 3 clusters Score -1.135517e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -11356895.000000 Penalty: 3756.689941
	Iteration 5Q: 3 clusters Score -1.13569e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -11359159.000000 Penalty: 3756.689941
	Iteration 6Q: 3 clusters Score -1.135916e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -11362570.000000 Penalty: 3756.689941
	Iteration 7F: 3 clusters Score -1.136257e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -11366689.000000 Penalty: 3756.689941
	Iteration 8F: 3 clusters Score -1.136669e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -11370463.000000 Penalty: 3756.689941
	Iteration 9F: 3 clusters Score -1.137046e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -11372673.000000 Penalty: 3756.689941
	Iteration 10Q: 3 clusters Score -1.137267e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -11373515.000000 Penalty: 3756.689941
	Iteration 11Q: 3 clusters Score -1.137352e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -11373936.000000 Penalty: 3756.689941
	Iteration 12Q: 3 clusters Score -1.137394e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -11374108.000000 Penalty: 3756.689941
	Iteration 13Q: 3 clusters Score -1.137411e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -11374254.000000 Penalty: 3756.689941
	Iteration 14Q: 3 clusters Score -1.137425e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -11374409.000000 Penalty: 3756.689941
	Iteration 15Q: 3 clusters Score -1.137441e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -11374577.000000 Penalty: 3756.689941
	Iteration 16Q: 3 clusters Score -1.137458e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -11374757.000000 Penalty: 3756.689941
	Iteration 17Q: 3 clusters Score -1.137476e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -11374979.000000 Penalty: 3756.689941
	Iteration 18Q: 3 clusters Score -1.137498e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -11375218.000000 Penalty: 3756.689941
	Iteration 19Q: 3 clusters Score -1.137522e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -11375466.000000 Penalty: 3756.689941
	Iteration 20F: 3 clusters Score -1.137547e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -11375754.000000 Penalty: 3756.689941
	Iteration 21Q: 3 clusters Score -1.137575e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -11375957.000000 Penalty: 3756.689941
	Iteration 22Q: 3 clusters Score -1.137596e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -11376207.000000 Penalty: 3756.689941
	Iteration 23Q: 3 clusters Score -1.137621e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -11376477.000000 Penalty: 3756.689941
	Iteration 24Q: 3 clusters Score -1.137648e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -11376896.000000 Penalty: 3756.689941
	Iteration 25Q: 3 clusters Score -1.13769e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -11377188.000000 Penalty: 3756.689941
	Iteration 26Q: 3 clusters Score -1.137719e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -11377602.000000 Penalty: 3756.689941
	Iteration 27Q: 3 clusters Score -1.13776e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -11377944.000000 Penalty: 3756.689941
	Iteration 28Q: 3 clusters Score -1.137794e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -11378368.000000 Penalty: 3756.689941
	Iteration 29Q: 3 clusters Score -1.137837e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -11378716.000000 Penalty: 3756.689941
	Iteration 30Q: 3 clusters Score -1.137872e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -11379189.000000 Penalty: 3756.689941
	Iteration 31Q: 3 clusters Score -1.137919e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -11379715.000000 Penalty: 3756.689941
	Iteration 32Q: 3 clusters Score -1.137972e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -11380241.000000 Penalty: 3756.689941
	Iteration 33Q: 3 clusters Score -1.138024e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -11380798.000000 Penalty: 3756.689941
	Iteration 34Q: 3 clusters Score -1.13808e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -11381329.000000 Penalty: 3756.689941
	Iteration 35Q: 3 clusters Score -1.138133e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -11381884.000000 Penalty: 3756.689941
	Iteration 36Q: 3 clusters Score -1.138188e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -11382466.000000 Penalty: 3756.689941
	Iteration 37Q: 3 clusters Score -1.138247e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -11382822.000000 Penalty: 3756.689941
	Iteration 38Q: 3 clusters Score -1.138282e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -11383167.000000 Penalty: 3756.689941
	Iteration 39Q: 3 clusters Score -1.138317e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -11383552.000000 Penalty: 3756.689941
	Iteration 40F: 3 clusters Score -1.138355e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -11384021.000000 Penalty: 3756.689941
	Iteration 41Q: 3 clusters Score -1.138402e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -11384346.000000 Penalty: 3756.689941
	Iteration 42Q: 3 clusters Score -1.138435e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -11384717.000000 Penalty: 3756.689941
	Iteration 43Q: 3 clusters Score -1.138472e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -11385093.000000 Penalty: 3756.689941
	Iteration 44Q: 3 clusters Score -1.138509e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -11385444.000000 Penalty: 3756.689941
	Iteration 45Q: 3 clusters Score -1.138544e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -11385797.000000 Penalty: 3756.689941
	Iteration 46Q: 3 clusters Score -1.13858e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -11386169.000000 Penalty: 3756.689941
	Iteration 47Q: 3 clusters Score -1.138617e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -11386497.000000 Penalty: 3756.689941
	Iteration 48Q: 3 clusters Score -1.13865e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -11386786.000000 Penalty: 3756.689941
	Iteration 49Q: 3 clusters Score -1.138679e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -11387062.000000 Penalty: 3756.689941
	Iteration 50Q: 3 clusters Score -1.138706e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -11387332.000000 Penalty: 3756.689941
	Iteration 51Q: 3 clusters Score -1.138733e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 90120 members 
Entering Unmasked Estep 
Score: -11387571.000000 Penalty: 3756.689941
	Iteration 52Q: 3 clusters Score -1.138757e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -11387849.000000 Penalty: 3756.689941
	Iteration 53Q: 3 clusters Score -1.138785e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -11388089.000000 Penalty: 3756.689941
	Iteration 54Q: 3 clusters Score -1.138809e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -11388302.000000 Penalty: 3756.689941
	Iteration 55Q: 3 clusters Score -1.13883e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -11388491.000000 Penalty: 3756.689941
	Iteration 56Q: 3 clusters Score -1.138849e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 93898 members 
Entering Unmasked Estep 
Score: -11388663.000000 Penalty: 3756.689941
	Iteration 57Q: 3 clusters Score -1.138866e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -11388809.000000 Penalty: 3756.689941
	Iteration 58Q: 3 clusters Score -1.138881e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -11389054.000000 Penalty: 3756.689941
	Iteration 59Q: 3 clusters Score -1.138905e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -11389191.000000 Penalty: 3756.689941
	Iteration 60F: 3 clusters Score -1.138919e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -11389340.000000 Penalty: 3756.689941
	Iteration 61Q: 3 clusters Score -1.138934e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -11389491.000000 Penalty: 3756.689941
	Iteration 62Q: 3 clusters Score -1.138949e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -11389662.000000 Penalty: 3756.689941
	Iteration 63Q: 3 clusters Score -1.138966e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -11389869.000000 Penalty: 3756.689941
	Iteration 64Q: 3 clusters Score -1.138987e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -11390052.000000 Penalty: 3756.689941
	Iteration 65Q: 3 clusters Score -1.139005e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -11390194.000000 Penalty: 3756.689941
	Iteration 66Q: 3 clusters Score -1.139019e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -11390276.000000 Penalty: 3756.689941
	Iteration 67Q: 3 clusters Score -1.139028e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -11390458.000000 Penalty: 3756.689941
	Iteration 68Q: 3 clusters Score -1.139046e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -11390539.000000 Penalty: 3756.689941
	Iteration 69Q: 3 clusters Score -1.139054e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -11390680.000000 Penalty: 3756.689941
	Iteration 70Q: 3 clusters Score -1.139068e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -11390788.000000 Penalty: 3756.689941
	Iteration 71Q: 3 clusters Score -1.139079e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 100728 members 
Entering Unmasked Estep 
Score: -11390880.000000 Penalty: 3756.689941
	Iteration 72Q: 3 clusters Score -1.139088e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
Score: -11390907.000000 Penalty: 3756.689941
	Iteration 73Q: 3 clusters Score -1.139091e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -11390972.000000 Penalty: 3756.689941
	Iteration 74Q: 3 clusters Score -1.139097e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -11391022.000000 Penalty: 3756.689941
	Iteration 75Q: 3 clusters Score -1.139102e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -11391096.000000 Penalty: 3756.689941
	Iteration 76Q: 3 clusters Score -1.13911e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -11391155.000000 Penalty: 3756.689941
	Iteration 77Q: 3 clusters Score -1.139116e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -11391178.000000 Penalty: 3756.689941
	Iteration 78Q: 3 clusters Score -1.139118e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -11391219.000000 Penalty: 3756.689941
	Iteration 79Q: 3 clusters Score -1.139122e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 102137 members 
Entering Unmasked Estep 
Score: -11391248.000000 Penalty: 3756.689941
	Iteration 80F: 3 clusters Score -1.139125e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 102238 members 
Entering Unmasked Estep 
Score: -11391288.000000 Penalty: 3756.689941
	Iteration 81Q: 3 clusters Score -1.139129e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 102326 members 
Entering Unmasked Estep 
Score: -11391301.000000 Penalty: 3756.689941
	Iteration 82Q: 3 clusters Score -1.13913e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 102403 members 
Entering Unmasked Estep 
Score: -11391324.000000 Penalty: 3756.689941
	Iteration 83Q: 3 clusters Score -1.139132e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 102471 members 
Entering Unmasked Estep 
Score: -11391338.000000 Penalty: 3756.689941
	Iteration 84Q: 3 clusters Score -1.139134e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 102524 members 
Entering Unmasked Estep 
Score: -11391350.000000 Penalty: 3756.689941
	Iteration 85Q: 3 clusters Score -1.139135e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -11391381.000000 Penalty: 3756.689941
	Iteration 86Q: 3 clusters Score -1.139138e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -11391377.000000 Penalty: 3756.689941
	Iteration 87Q: 3 clusters Score -1.139138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -11391364.000000 Penalty: 3756.689941
	Iteration 88Q: 3 clusters Score -1.139136e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 102673 members 
Entering Unmasked Estep 
Score: -11391387.000000 Penalty: 3756.689941
	Iteration 89Q: 3 clusters Score -1.139139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 102697 members 
Entering Unmasked Estep 
Score: -11391387.000000 Penalty: 3756.689941
	Iteration 90Q: 3 clusters Score -1.139139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -11391384.000000 Penalty: 3756.689941
	Iteration 91Q: 3 clusters Score -1.139138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -11391403.000000 Penalty: 3756.689941
	Iteration 92Q: 3 clusters Score -1.13914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -11391406.000000 Penalty: 3756.689941
	Iteration 93Q: 3 clusters Score -1.139141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -11391393.000000 Penalty: 3756.689941
	Iteration 94Q: 3 clusters Score -1.139139e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -11391404.000000 Penalty: 3756.689941
	Iteration 95Q: 3 clusters Score -1.13914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -11391433.000000 Penalty: 3756.689941
	Iteration 96Q: 3 clusters Score -1.139143e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 102882 members 
Entering Unmasked Estep 
Score: -11391428.000000 Penalty: 3756.689941
	Iteration 97Q: 3 clusters Score -1.139143e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -11391458.000000 Penalty: 3756.689941
	Iteration 98Q: 3 clusters Score -1.139146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -11391459.000000 Penalty: 3756.689941
	Iteration 99Q: 3 clusters Score -1.139146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -11391464.000000 Penalty: 3756.689941
	Iteration 100F: 3 clusters Score -1.139146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -11391470.000000 Penalty: 3756.689941
	Iteration 101Q: 3 clusters Score -1.139147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 102978 members 
Entering Unmasked Estep 
Score: -11391458.000000 Penalty: 3756.689941
	Iteration 102Q: 3 clusters Score -1.139146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 102986 members 
Entering Unmasked Estep 
Score: -11391465.000000 Penalty: 3756.689941
	Iteration 103Q: 3 clusters Score -1.139146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 102986 members 
Entering Unmasked Estep 
Score: -11391461.000000 Penalty: 3756.689941
	Iteration 104Q: 3 clusters Score -1.139146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 102987 members 
Entering Unmasked Estep 
Score: -11391458.000000 Penalty: 3756.689941
	Iteration 105Q: 3 clusters Score -1.139146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -11391461.000000 Penalty: 3756.689941
	Iteration 106Q: 3 clusters Score -1.139146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -11391468.000000 Penalty: 3756.689941
	Iteration 107Q: 3 clusters Score -1.139147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -11391464.000000 Penalty: 3756.689941
	Iteration 108Q: 3 clusters Score -1.139146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -11391459.000000 Penalty: 3756.689941
	Iteration 109Q: 3 clusters Score -1.139146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -11391474.000000 Penalty: 3756.689941
	Iteration 110Q: 3 clusters Score -1.139147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 103015 members 
Entering Unmasked Estep 
Score: -11391484.000000 Penalty: 3756.689941
	Iteration 111Q: 3 clusters Score -1.139148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 103020 members 
Entering Unmasked Estep 
Score: -11391480.000000 Penalty: 3756.689941
	Iteration 112Q: 3 clusters Score -1.139148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -11391493.000000 Penalty: 3756.689941
	Iteration 113Q: 3 clusters Score -1.139149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -11391494.000000 Penalty: 3756.689941
	Iteration 114Q: 3 clusters Score -1.139149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -11391489.000000 Penalty: 3756.689941
	Iteration 115Q: 3 clusters Score -1.139149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -11391486.000000 Penalty: 3756.689941
	Iteration 116Q: 3 clusters Score -1.139149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 103042 members 
Entering Unmasked Estep 
Score: -11391498.000000 Penalty: 3756.689941
	Iteration 117Q: 3 clusters Score -1.13915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -11391495.000000 Penalty: 3756.689941
	Iteration 118Q: 3 clusters Score -1.13915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 103053 members 
Entering Unmasked Estep 
Score: -11391500.000000 Penalty: 3756.689941
	Iteration 119Q: 3 clusters Score -1.13915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -11391497.000000 Penalty: 3756.689941
	Iteration 120F: 3 clusters Score -1.13915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 103060 members 
Entering Unmasked Estep 
Score: -11391496.000000 Penalty: 3756.689941
	Iteration 121Q: 3 clusters Score -1.13915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 103064 members 
Entering Unmasked Estep 
Score: -11391494.000000 Penalty: 3756.689941
	Iteration 122Q: 3 clusters Score -1.139149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -11391500.000000 Penalty: 3756.689941
	Iteration 123Q: 3 clusters Score -1.13915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -11391500.000000 Penalty: 3756.689941
	Iteration 124Q: 3 clusters Score -1.13915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -11391503.000000 Penalty: 3756.689941
	Iteration 125Q: 3 clusters Score -1.13915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -11391503.000000 Penalty: 3756.689941
	Iteration 126F: 3 clusters Score -1.13915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -374052.218750 Penalty: 1334.145142
	Iteration 0F: 2 clusters Score -374052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -370922.062500 Penalty: 2668.290283
	Iteration 0F: 3 clusters Score -370922.1 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -371721.187500 Penalty: 2668.290283
	Iteration 1F: 3 clusters Score -371721.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -371913.312500 Penalty: 2668.290283
	Iteration 2F: 3 clusters Score -371913.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -372072.375000 Penalty: 2668.290283
	Iteration 3F: 3 clusters Score -372072.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -372221.562500 Penalty: 2668.290283
	Iteration 4Q: 3 clusters Score -372221.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -372388.468750 Penalty: 2668.290283
	Iteration 5F: 3 clusters Score -372388.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -372549.281250 Penalty: 2668.290283
	Iteration 6F: 3 clusters Score -372549.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -372740.593750 Penalty: 2668.290283
	Iteration 7F: 3 clusters Score -372740.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -372912.687500 Penalty: 2668.290283
	Iteration 8F: 3 clusters Score -372912.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -373040.625000 Penalty: 2668.290283
	Iteration 9Q: 3 clusters Score -373040.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -373139.968750 Penalty: 2668.290283
	Iteration 10Q: 3 clusters Score -373140 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -373200.406250 Penalty: 2668.290283
	Iteration 11Q: 3 clusters Score -373200.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -373244.468750 Penalty: 2668.290283
	Iteration 12Q: 3 clusters Score -373244.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -373285.093750 Penalty: 2668.290283
	Iteration 13Q: 3 clusters Score -373285.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -373333.500000 Penalty: 2668.290283
	Iteration 14Q: 3 clusters Score -373333.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -373374.812500 Penalty: 2668.290283
	Iteration 15Q: 3 clusters Score -373374.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -373414.343750 Penalty: 2668.290283
	Iteration 16Q: 3 clusters Score -373414.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -373454.437500 Penalty: 2668.290283
	Iteration 17Q: 3 clusters Score -373454.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -373485.875000 Penalty: 2668.290283
	Iteration 18Q: 3 clusters Score -373485.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -373503.187500 Penalty: 2668.290283
	Iteration 19Q: 3 clusters Score -373503.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -373520.531250 Penalty: 2668.290283
	Iteration 20F: 3 clusters Score -373520.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -373543.375000 Penalty: 2668.290283
	Iteration 21Q: 3 clusters Score -373543.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -373563.000000 Penalty: 2668.290283
	Iteration 22Q: 3 clusters Score -373563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -373578.343750 Penalty: 2668.290283
	Iteration 23Q: 3 clusters Score -373578.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -373609.281250 Penalty: 2668.290283
	Iteration 24Q: 3 clusters Score -373609.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -373625.218750 Penalty: 2668.290283
	Iteration 25Q: 3 clusters Score -373625.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -373638.968750 Penalty: 2668.290283
	Iteration 26Q: 3 clusters Score -373639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -373647.250000 Penalty: 2668.290283
	Iteration 27Q: 3 clusters Score -373647.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -373651.000000 Penalty: 2668.290283
	Iteration 28Q: 3 clusters Score -373651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -373655.218750 Penalty: 2668.290283
	Iteration 29Q: 3 clusters Score -373655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -373657.531250 Penalty: 2668.290283
	Iteration 30Q: 3 clusters Score -373657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -373659.781250 Penalty: 2668.290283
	Iteration 31Q: 3 clusters Score -373659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -373662.281250 Penalty: 2668.290283
	Iteration 32Q: 3 clusters Score -373662.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -373664.406250 Penalty: 2668.290283
	Iteration 33Q: 3 clusters Score -373664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -373666.625000 Penalty: 2668.290283
	Iteration 34Q: 3 clusters Score -373666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -373667.937500 Penalty: 2668.290283
	Iteration 35Q: 3 clusters Score -373667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -373668.250000 Penalty: 2668.290283
	Iteration 36Q: 3 clusters Score -373668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -373669.593750 Penalty: 2668.290283
	Iteration 37Q: 3 clusters Score -373669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -373669.437500 Penalty: 2668.290283
	Iteration 38Q: 3 clusters Score -373669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -373669.468750 Penalty: 2668.290283
	Iteration 39Q: 3 clusters Score -373669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -373670.687500 Penalty: 2668.290283
	Iteration 40F: 3 clusters Score -373670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -373670.312500 Penalty: 2668.290283
	Iteration 41Q: 3 clusters Score -373670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -373670.812500 Penalty: 2668.290283
	Iteration 42Q: 3 clusters Score -373670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -373671.906250 Penalty: 2668.290283
	Iteration 43Q: 3 clusters Score -373671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -373671.906250 Penalty: 2668.290283
	Iteration 44F: 3 clusters Score -373671.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Entering Unmasked Estep 
Score: -5970748.000000 Penalty: 1771.904541
	Iteration 0F: 2 clusters Score -5970748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -5934502.000000 Penalty: 3543.809082
	Iteration 0F: 3 clusters Score -5934502 nChanged 25518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -5948764.500000 Penalty: 3543.809082
	Iteration 1F: 3 clusters Score -5948764 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5949521.000000 Penalty: 3543.809082
	Iteration 2Q: 3 clusters Score -5949521 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5950613.500000 Penalty: 3543.809082
	Iteration 3Q: 3 clusters Score -5950614 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -5952781.500000 Penalty: 3543.809082
	Iteration 4F: 3 clusters Score -5952782 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -5956648.500000 Penalty: 3543.809082
	Iteration 5F: 3 clusters Score -5956648 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -5961789.500000 Penalty: 3543.809082
	Iteration 6F: 3 clusters Score -5961790 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5966223.000000 Penalty: 3543.809082
	Iteration 7F: 3 clusters Score -5966223 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5968298.500000 Penalty: 3543.809082
	Iteration 8Q: 3 clusters Score -5968298 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5968896.500000 Penalty: 3543.809082
	Iteration 9Q: 3 clusters Score -5968896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5969063.000000 Penalty: 3543.809082
	Iteration 10Q: 3 clusters Score -5969063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5969102.000000 Penalty: 3543.809082
	Iteration 11Q: 3 clusters Score -5969102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5969135.500000 Penalty: 3543.809082
	Iteration 12Q: 3 clusters Score -5969136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5969166.500000 Penalty: 3543.809082
	Iteration 13Q: 3 clusters Score -5969166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5969166.000000 Penalty: 3543.809082
	Iteration 14Q: 3 clusters Score -5969166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5969167.000000 Penalty: 3543.809082
	Iteration 15Q: 3 clusters Score -5969167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5969171.500000 Penalty: 3543.809082
	Iteration 16Q: 3 clusters Score -5969172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5969172.500000 Penalty: 3543.809082
	Iteration 17Q: 3 clusters Score -5969172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5969172.500000 Penalty: 3543.809082
	Iteration 18F: 3 clusters Score -5969172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176448 members 
Entering Unmasked Estep 
Score: -19138406.000000 Penalty: 1963.127075
	Iteration 0F: 2 clusters Score -1.913841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -19022862.000000 Penalty: 3926.254150
	Iteration 0F: 3 clusters Score -1.902286e+07 nChanged 85232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -19074270.000000 Penalty: 3926.254150
	Iteration 1F: 3 clusters Score -1.907427e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -19076214.000000 Penalty: 3926.254150
	Iteration 2Q: 3 clusters Score -1.907621e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 76011 members 
Entering Unmasked Estep 
Score: -19079136.000000 Penalty: 3926.254150
	Iteration 3Q: 3 clusters Score -1.907914e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -19083910.000000 Penalty: 3926.254150
	Iteration 4F: 3 clusters Score -1.908391e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113665 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -19091216.000000 Penalty: 3926.254150
	Iteration 5F: 3 clusters Score -1.909122e+07 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121518 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -19100626.000000 Penalty: 3926.254150
	Iteration 6F: 3 clusters Score -1.910063e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128351 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -19110230.000000 Penalty: 3926.254150
	Iteration 7F: 3 clusters Score -1.911023e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132807 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -19116146.000000 Penalty: 3926.254150
	Iteration 8F: 3 clusters Score -1.911615e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135984 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -19118866.000000 Penalty: 3926.254150
	Iteration 9Q: 3 clusters Score -1.911887e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138797 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -19120502.000000 Penalty: 3926.254150
	Iteration 10Q: 3 clusters Score -1.91205e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -19121680.000000 Penalty: 3926.254150
	Iteration 11Q: 3 clusters Score -1.912168e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -19122946.000000 Penalty: 3926.254150
	Iteration 12Q: 3 clusters Score -1.912295e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147409 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -19124320.000000 Penalty: 3926.254150
	Iteration 13Q: 3 clusters Score -1.912432e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -19125862.000000 Penalty: 3926.254150
	Iteration 14Q: 3 clusters Score -1.912586e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -19127440.000000 Penalty: 3926.254150
	Iteration 15Q: 3 clusters Score -1.912744e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156233 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -19128982.000000 Penalty: 3926.254150
	Iteration 16Q: 3 clusters Score -1.912898e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -19130574.000000 Penalty: 3926.254150
	Iteration 17Q: 3 clusters Score -1.913057e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161315 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -19132010.000000 Penalty: 3926.254150
	Iteration 18Q: 3 clusters Score -1.913201e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -19133438.000000 Penalty: 3926.254150
	Iteration 19Q: 3 clusters Score -1.913344e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165346 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -19134728.000000 Penalty: 3926.254150
	Iteration 20F: 3 clusters Score -1.913473e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167048 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -19135736.000000 Penalty: 3926.254150
	Iteration 21Q: 3 clusters Score -1.913574e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168555 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -19136564.000000 Penalty: 3926.254150
	Iteration 22Q: 3 clusters Score -1.913656e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -19137058.000000 Penalty: 3926.254150
	Iteration 23Q: 3 clusters Score -1.913706e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170994 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -19137484.000000 Penalty: 3926.254150
	Iteration 24Q: 3 clusters Score -1.913748e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -19137660.000000 Penalty: 3926.254150
	Iteration 25Q: 3 clusters Score -1.913766e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172427 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -19137712.000000 Penalty: 3926.254150
	Iteration 26Q: 3 clusters Score -1.913771e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172891 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -19137840.000000 Penalty: 3926.254150
	Iteration 27Q: 3 clusters Score -1.913784e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173222 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -19137928.000000 Penalty: 3926.254150
	Iteration 28Q: 3 clusters Score -1.913793e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173484 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -19137904.000000 Penalty: 3926.254150
	Iteration 29Q: 3 clusters Score -1.91379e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -19137904.000000 Penalty: 3926.254150
	Iteration 30Q: 3 clusters Score -1.91379e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173819 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -19137892.000000 Penalty: 3926.254150
	Iteration 31Q: 3 clusters Score -1.913789e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173943 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -19137848.000000 Penalty: 3926.254150
	Iteration 32Q: 3 clusters Score -1.913785e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -19137878.000000 Penalty: 3926.254150
	Iteration 33Q: 3 clusters Score -1.913788e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174111 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -19137840.000000 Penalty: 3926.254150
	Iteration 34Q: 3 clusters Score -1.913784e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174177 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -19137820.000000 Penalty: 3926.254150
	Iteration 35Q: 3 clusters Score -1.913782e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174234 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -19137788.000000 Penalty: 3926.254150
	Iteration 36Q: 3 clusters Score -1.913779e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174291 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19137780.000000 Penalty: 3926.254150
	Iteration 37Q: 3 clusters Score -1.913778e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174353 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -19137770.000000 Penalty: 3926.254150
	Iteration 38Q: 3 clusters Score -1.913777e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174394 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19137748.000000 Penalty: 3926.254150
	Iteration 39Q: 3 clusters Score -1.913775e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174440 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -19137766.000000 Penalty: 3926.254150
	Iteration 40F: 3 clusters Score -1.913777e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174480 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -19137782.000000 Penalty: 3926.254150
	Iteration 41Q: 3 clusters Score -1.913778e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174522 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19137780.000000 Penalty: 3926.254150
	Iteration 42Q: 3 clusters Score -1.913778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174551 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -19137782.000000 Penalty: 3926.254150
	Iteration 43Q: 3 clusters Score -1.913778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174585 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -19137774.000000 Penalty: 3926.254150
	Iteration 44Q: 3 clusters Score -1.913777e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174614 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19137764.000000 Penalty: 3926.254150
	Iteration 45Q: 3 clusters Score -1.913776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -19137746.000000 Penalty: 3926.254150
	Iteration 46Q: 3 clusters Score -1.913775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174665 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -19137746.000000 Penalty: 3926.254150
	Iteration 47Q: 3 clusters Score -1.913775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174683 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19137742.000000 Penalty: 3926.254150
	Iteration 48Q: 3 clusters Score -1.913774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19137736.000000 Penalty: 3926.254150
	Iteration 49Q: 3 clusters Score -1.913774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174710 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -19137740.000000 Penalty: 3926.254150
	Iteration 50Q: 3 clusters Score -1.913774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -19137736.000000 Penalty: 3926.254150
	Iteration 51Q: 3 clusters Score -1.913774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174733 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -19137740.000000 Penalty: 3926.254150
	Iteration 52Q: 3 clusters Score -1.913774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174739 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -19137744.000000 Penalty: 3926.254150
	Iteration 53Q: 3 clusters Score -1.913774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174744 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19137738.000000 Penalty: 3926.254150
	Iteration 54Q: 3 clusters Score -1.913774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19137740.000000 Penalty: 3926.254150
	Iteration 55Q: 3 clusters Score -1.913774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174768 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -19137744.000000 Penalty: 3926.254150
	Iteration 56Q: 3 clusters Score -1.913774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19137734.000000 Penalty: 3926.254150
	Iteration 57Q: 3 clusters Score -1.913773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174782 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -19137750.000000 Penalty: 3926.254150
	Iteration 58Q: 3 clusters Score -1.913775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174789 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -19137748.000000 Penalty: 3926.254150
	Iteration 59Q: 3 clusters Score -1.913775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174791 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19137734.000000 Penalty: 3926.254150
	Iteration 60F: 3 clusters Score -1.913773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174794 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -19137750.000000 Penalty: 3926.254150
	Iteration 61Q: 3 clusters Score -1.913775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174798 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19137738.000000 Penalty: 3926.254150
	Iteration 62Q: 3 clusters Score -1.913774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174800 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -19137742.000000 Penalty: 3926.254150
	Iteration 63Q: 3 clusters Score -1.913774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19137746.000000 Penalty: 3926.254150
	Iteration 64Q: 3 clusters Score -1.913775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -19137746.000000 Penalty: 3926.254150
	Iteration 65Q: 3 clusters Score -1.913775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -19137754.000000 Penalty: 3926.254150
	Iteration 66Q: 3 clusters Score -1.913775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174811 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19137750.000000 Penalty: 3926.254150
	Iteration 67Q: 3 clusters Score -1.913775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174811 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19137750.000000 Penalty: 3926.254150
	Iteration 68F: 3 clusters Score -1.913775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66991 members 
Mstep: Class 13 contains 115482 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175917 members 
Mstep: Class 17 contains 45828 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104720 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846456.000000 Penalty: 33373.367188
Iteration 399Q: 16 clusters Score -9.384646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66993 members 
Mstep: Class 13 contains 115482 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175922 members 
Mstep: Class 17 contains 45826 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104718 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 400F: 16 clusters Score -9.384646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66993 members 
Mstep: Class 13 contains 115483 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175928 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104715 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846416.000000 Penalty: 33373.367188
Iteration 401Q: 16 clusters Score -9.384642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66994 members 
Mstep: Class 13 contains 115484 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175931 members 
Mstep: Class 17 contains 45823 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104711 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846472.000000 Penalty: 33373.367188
Iteration 402Q: 16 clusters Score -9.384647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66994 members 
Mstep: Class 13 contains 115485 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175934 members 
Mstep: Class 17 contains 45822 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104708 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846464.000000 Penalty: 33373.367188
Iteration 403Q: 16 clusters Score -9.384646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115487 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175933 members 
Mstep: Class 17 contains 45823 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104702 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 404Q: 16 clusters Score -9.384644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35772 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115487 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175933 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104698 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54394 members 
Mstep: Class 23 contains 176456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846416.000000 Penalty: 33373.367188
Iteration 405Q: 16 clusters Score -9.384642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115487 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175934 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104694 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846440.000000 Penalty: 33373.367188
Iteration 406Q: 16 clusters Score -9.384644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35770 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115488 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175935 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104689 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54395 members 
Mstep: Class 23 contains 176461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846432.000000 Penalty: 33373.367188
Iteration 407Q: 16 clusters Score -9.384643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35770 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115488 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175935 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104688 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846424.000000 Penalty: 33373.367188
Iteration 408Q: 16 clusters Score -9.384642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35770 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115488 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175937 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104686 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 409Q: 16 clusters Score -9.38464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35770 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115488 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175938 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104685 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846416.000000 Penalty: 33373.367188
Iteration 410Q: 16 clusters Score -9.384642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35770 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115488 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175939 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104683 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846408.000000 Penalty: 33373.367188
Iteration 411Q: 16 clusters Score -9.384641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35770 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115487 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175941 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104681 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846424.000000 Penalty: 33373.367188
Iteration 412Q: 16 clusters Score -9.384642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115488 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175942 members 
Mstep: Class 17 contains 45823 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104679 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 413Q: 16 clusters Score -9.38464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115488 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 175942 members 
Mstep: Class 17 contains 45823 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104679 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93846400.000000 Penalty: 33373.367188
Iteration 414F: 16 clusters Score -9.38464e+07 nChanged 0
Entering ConstructFrom: 
Score: -93846400.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (48572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Entering Unmasked Estep 
Score: -5111336.500000 Penalty: 1753.505493
	Iteration 0F: 2 clusters Score -5111336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -5078917.500000 Penalty: 3507.010986
	Iteration 0F: 3 clusters Score -5078918 nChanged 22585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5092055.000000 Penalty: 3507.010986
	Iteration 1F: 3 clusters Score -5092055 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -5092763.000000 Penalty: 3507.010986
	Iteration 2Q: 3 clusters Score -5092763 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5093723.500000 Penalty: 3507.010986
	Iteration 3Q: 3 clusters Score -5093724 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -5095063.000000 Penalty: 3507.010986
	Iteration 4F: 3 clusters Score -5095063 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -5097203.000000 Penalty: 3507.010986
	Iteration 5F: 3 clusters Score -5097203 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -5100312.000000 Penalty: 3507.010986
	Iteration 6F: 3 clusters Score -5100312 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -5104049.500000 Penalty: 3507.010986
	Iteration 7F: 3 clusters Score -5104050 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -5106976.000000 Penalty: 3507.010986
	Iteration 8F: 3 clusters Score -5106976 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5108528.000000 Penalty: 3507.010986
	Iteration 9Q: 3 clusters Score -5108528 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5109250.500000 Penalty: 3507.010986
	Iteration 10Q: 3 clusters Score -5109250 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5109563.500000 Penalty: 3507.010986
	Iteration 11Q: 3 clusters Score -5109564 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5109711.000000 Penalty: 3507.010986
	Iteration 12Q: 3 clusters Score -5109711 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5109781.500000 Penalty: 3507.010986
	Iteration 13Q: 3 clusters Score -5109782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5109820.000000 Penalty: 3507.010986
	Iteration 14Q: 3 clusters Score -5109820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5109862.500000 Penalty: 3507.010986
	Iteration 15Q: 3 clusters Score -5109862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5109872.000000 Penalty: 3507.010986
	Iteration 16Q: 3 clusters Score -5109872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5109884.500000 Penalty: 3507.010986
	Iteration 17Q: 3 clusters Score -5109884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5109894.000000 Penalty: 3507.010986
	Iteration 18Q: 3 clusters Score -5109894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5109897.500000 Penalty: 3507.010986
	Iteration 19Q: 3 clusters Score -5109898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5109905.500000 Penalty: 3507.010986
	Iteration 20F: 3 clusters Score -5109906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5109907.500000 Penalty: 3507.010986
	Iteration 21Q: 3 clusters Score -5109908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5109904.500000 Penalty: 3507.010986
	Iteration 22Q: 3 clusters Score -5109904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5109907.500000 Penalty: 3507.010986
	Iteration 23Q: 3 clusters Score -5109908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5109906.500000 Penalty: 3507.010986
	Iteration 24Q: 3 clusters Score -5109906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5109908.000000 Penalty: 3507.010986
	Iteration 25Q: 3 clusters Score -5109908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5109908.500000 Penalty: 3507.010986
	Iteration 26Q: 3 clusters Score -5109908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5109919.500000 Penalty: 3507.010986
	Iteration 27Q: 3 clusters Score -5109920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5109919.500000 Penalty: 3507.010986
	Iteration 28Q: 3 clusters Score -5109920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5109931.000000 Penalty: 3507.010986
	Iteration 29Q: 3 clusters Score -5109931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5109934.500000 Penalty: 3507.010986
	Iteration 30Q: 3 clusters Score -5109934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5109936.500000 Penalty: 3507.010986
	Iteration 31Q: 3 clusters Score -5109936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5109936.500000 Penalty: 3507.010986
	Iteration 32Q: 3 clusters Score -5109936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5109939.000000 Penalty: 3507.010986
	Iteration 33Q: 3 clusters Score -5109939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5109935.500000 Penalty: 3507.010986
	Iteration 34Q: 3 clusters Score -5109936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5109935.500000 Penalty: 3507.010986
	Iteration 35F: 3 clusters Score -5109936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -407585.281250 Penalty: 1343.335327
	Iteration 0F: 2 clusters Score -407585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -404233.812500 Penalty: 2686.670654
	Iteration 0F: 3 clusters Score -404233.8 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -405272.156250 Penalty: 2686.670654
	Iteration 1F: 3 clusters Score -405272.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -405595.250000 Penalty: 2686.670654
	Iteration 2F: 3 clusters Score -405595.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -405772.500000 Penalty: 2686.670654
	Iteration 3F: 3 clusters Score -405772.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -405917.250000 Penalty: 2686.670654
	Iteration 4F: 3 clusters Score -405917.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -406065.500000 Penalty: 2686.670654
	Iteration 5F: 3 clusters Score -406065.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -406211.750000 Penalty: 2686.670654
	Iteration 6F: 3 clusters Score -406211.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -406381.437500 Penalty: 2686.670654
	Iteration 7Q: 3 clusters Score -406381.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -406565.812500 Penalty: 2686.670654
	Iteration 8Q: 3 clusters Score -406565.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -406761.250000 Penalty: 2686.670654
	Iteration 9Q: 3 clusters Score -406761.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -406924.468750 Penalty: 2686.670654
	Iteration 10Q: 3 clusters Score -406924.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -407031.968750 Penalty: 2686.670654
	Iteration 11Q: 3 clusters Score -407032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -407091.625000 Penalty: 2686.670654
	Iteration 12Q: 3 clusters Score -407091.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -407130.500000 Penalty: 2686.670654
	Iteration 13Q: 3 clusters Score -407130.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -407154.875000 Penalty: 2686.670654
	Iteration 14Q: 3 clusters Score -407154.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -407171.718750 Penalty: 2686.670654
	Iteration 15Q: 3 clusters Score -407171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -407187.125000 Penalty: 2686.670654
	Iteration 16Q: 3 clusters Score -407187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -407196.187500 Penalty: 2686.670654
	Iteration 17Q: 3 clusters Score -407196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -407205.093750 Penalty: 2686.670654
	Iteration 18Q: 3 clusters Score -407205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -407208.218750 Penalty: 2686.670654
	Iteration 19Q: 3 clusters Score -407208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -407209.343750 Penalty: 2686.670654
	Iteration 20F: 3 clusters Score -407209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -407209.968750 Penalty: 2686.670654
	Iteration 21Q: 3 clusters Score -407210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -407211.656250 Penalty: 2686.670654
	Iteration 22Q: 3 clusters Score -407211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -407212.843750 Penalty: 2686.670654
	Iteration 23Q: 3 clusters Score -407212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -407214.093750 Penalty: 2686.670654
	Iteration 24Q: 3 clusters Score -407214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -407216.906250 Penalty: 2686.670654
	Iteration 25Q: 3 clusters Score -407216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -407218.312500 Penalty: 2686.670654
	Iteration 26Q: 3 clusters Score -407218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -407224.000000 Penalty: 2686.670654
	Iteration 27Q: 3 clusters Score -407224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -407229.093750 Penalty: 2686.670654
	Iteration 28Q: 3 clusters Score -407229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -407231.687500 Penalty: 2686.670654
	Iteration 29Q: 3 clusters Score -407231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -407235.250000 Penalty: 2686.670654
	Iteration 30Q: 3 clusters Score -407235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -407235.843750 Penalty: 2686.670654
	Iteration 31Q: 3 clusters Score -407235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -407244.031250 Penalty: 2686.670654
	Iteration 32Q: 3 clusters Score -407244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -407246.500000 Penalty: 2686.670654
	Iteration 33Q: 3 clusters Score -407246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -407247.531250 Penalty: 2686.670654
	Iteration 34Q: 3 clusters Score -407247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -407247.531250 Penalty: 2686.670654
	Iteration 35F: 3 clusters Score -407247.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Entering Unmasked Estep 
Score: -4623606.000000 Penalty: 1735.254883
	Iteration 0F: 2 clusters Score -4623606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4594461.500000 Penalty: 3470.509766
	Iteration 0F: 3 clusters Score -4594462 nChanged 20313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -4605726.000000 Penalty: 3470.509766
	Iteration 1F: 3 clusters Score -4605726 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4606136.000000 Penalty: 3470.509766
	Iteration 2Q: 3 clusters Score -4606136 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -4606574.000000 Penalty: 3470.509766
	Iteration 3Q: 3 clusters Score -4606574 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -4607104.500000 Penalty: 3470.509766
	Iteration 4Q: 3 clusters Score -4607104 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -4607890.000000 Penalty: 3470.509766
	Iteration 5Q: 3 clusters Score -4607890 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4609037.000000 Penalty: 3470.509766
	Iteration 6F: 3 clusters Score -4609037 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4610737.000000 Penalty: 3470.509766
	Iteration 7F: 3 clusters Score -4610737 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4612803.500000 Penalty: 3470.509766
	Iteration 8F: 3 clusters Score -4612804 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4614991.000000 Penalty: 3470.509766
	Iteration 9F: 3 clusters Score -4614991 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4617121.500000 Penalty: 3470.509766
	Iteration 10F: 3 clusters Score -4617122 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4619064.000000 Penalty: 3470.509766
	Iteration 11F: 3 clusters Score -4619064 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -4620598.500000 Penalty: 3470.509766
	Iteration 12Q: 3 clusters Score -4620598 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -4621507.000000 Penalty: 3470.509766
	Iteration 13Q: 3 clusters Score -4621507 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -4621922.000000 Penalty: 3470.509766
	Iteration 14Q: 3 clusters Score -4621922 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -4622144.000000 Penalty: 3470.509766
	Iteration 15Q: 3 clusters Score -4622144 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -4622248.000000 Penalty: 3470.509766
	Iteration 16Q: 3 clusters Score -4622248 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4622328.000000 Penalty: 3470.509766
	Iteration 17Q: 3 clusters Score -4622328 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -4622402.500000 Penalty: 3470.509766
	Iteration 18Q: 3 clusters Score -4622402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -4622457.500000 Penalty: 3470.509766
	Iteration 19Q: 3 clusters Score -4622458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -4622478.000000 Penalty: 3470.509766
	Iteration 20F: 3 clusters Score -4622478 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4622539.500000 Penalty: 3470.509766
	Iteration 21Q: 3 clusters Score -4622540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -4622585.500000 Penalty: 3470.509766
	Iteration 22Q: 3 clusters Score -4622586 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -4622617.500000 Penalty: 3470.509766
	Iteration 23Q: 3 clusters Score -4622618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -4622624.500000 Penalty: 3470.509766
	Iteration 24Q: 3 clusters Score -4622624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -4622639.000000 Penalty: 3470.509766
	Iteration 25Q: 3 clusters Score -4622639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -4622669.500000 Penalty: 3470.509766
	Iteration 26Q: 3 clusters Score -4622670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -4622666.500000 Penalty: 3470.509766
	Iteration 27Q: 3 clusters Score -4622666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -4622677.500000 Penalty: 3470.509766
	Iteration 28Q: 3 clusters Score -4622678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -4622679.500000 Penalty: 3470.509766
	Iteration 29Q: 3 clusters Score -4622680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -4622689.000000 Penalty: 3470.509766
	Iteration 30Q: 3 clusters Score -4622689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -4622690.000000 Penalty: 3470.509766
	Iteration 31Q: 3 clusters Score -4622690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -4622693.000000 Penalty: 3470.509766
	Iteration 32Q: 3 clusters Score -4622693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -4622700.500000 Penalty: 3470.509766
	Iteration 33Q: 3 clusters Score -4622700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -4622695.000000 Penalty: 3470.509766
	Iteration 34Q: 3 clusters Score -4622695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -4622696.500000 Penalty: 3470.509766
	Iteration 35Q: 3 clusters Score -4622696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -4622699.000000 Penalty: 3470.509766
	Iteration 36Q: 3 clusters Score -4622699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -4622706.500000 Penalty: 3470.509766
	Iteration 37Q: 3 clusters Score -4622706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -4622708.500000 Penalty: 3470.509766
	Iteration 38Q: 3 clusters Score -4622708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -4622711.500000 Penalty: 3470.509766
	Iteration 39Q: 3 clusters Score -4622712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -4622710.500000 Penalty: 3470.509766
	Iteration 40F: 3 clusters Score -4622710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -4622710.000000 Penalty: 3470.509766
	Iteration 41Q: 3 clusters Score -4622710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -4622714.000000 Penalty: 3470.509766
	Iteration 42Q: 3 clusters Score -4622714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -4622715.000000 Penalty: 3470.509766
	Iteration 43Q: 3 clusters Score -4622715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -4622716.000000 Penalty: 3470.509766
	Iteration 44Q: 3 clusters Score -4622716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -4622719.500000 Penalty: 3470.509766
	Iteration 45Q: 3 clusters Score -4622720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -4622722.500000 Penalty: 3470.509766
	Iteration 46Q: 3 clusters Score -4622722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -4622722.500000 Penalty: 3470.509766
	Iteration 47Q: 3 clusters Score -4622722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -4622724.000000 Penalty: 3470.509766
	Iteration 48Q: 3 clusters Score -4622724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -4622723.000000 Penalty: 3470.509766
	Iteration 49Q: 3 clusters Score -4622723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -4622728.500000 Penalty: 3470.509766
	Iteration 50Q: 3 clusters Score -4622728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -4622723.500000 Penalty: 3470.509766
	Iteration 51Q: 3 clusters Score -4622724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -4622721.500000 Penalty: 3470.509766
	Iteration 52Q: 3 clusters Score -4622722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -4622732.500000 Penalty: 3470.509766
	Iteration 53Q: 3 clusters Score -4622732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -4622735.500000 Penalty: 3470.509766
	Iteration 54Q: 3 clusters Score -4622736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -4622737.500000 Penalty: 3470.509766
	Iteration 55Q: 3 clusters Score -4622738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -4622734.000000 Penalty: 3470.509766
	Iteration 56Q: 3 clusters Score -4622734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -4622735.500000 Penalty: 3470.509766
	Iteration 57Q: 3 clusters Score -4622736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -4622736.000000 Penalty: 3470.509766
	Iteration 58Q: 3 clusters Score -4622736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -4622736.000000 Penalty: 3470.509766
	Iteration 59F: 3 clusters Score -4622736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -368561.093750 Penalty: 1313.591064
	Iteration 0F: 2 clusters Score -368561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -365655.656250 Penalty: 2627.182129
	Iteration 0F: 3 clusters Score -365655.7 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -366350.125000 Penalty: 2627.182129
	Iteration 1F: 3 clusters Score -366350.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -366477.031250 Penalty: 2627.182129
	Iteration 2F: 3 clusters Score -366477 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -366549.281250 Penalty: 2627.182129
	Iteration 3Q: 3 clusters Score -366549.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -366605.218750 Penalty: 2627.182129
	Iteration 4Q: 3 clusters Score -366605.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -366643.000000 Penalty: 2627.182129
	Iteration 5Q: 3 clusters Score -366643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -366673.031250 Penalty: 2627.182129
	Iteration 6Q: 3 clusters Score -366673 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -366697.812500 Penalty: 2627.182129
	Iteration 7Q: 3 clusters Score -366697.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -366719.281250 Penalty: 2627.182129
	Iteration 8Q: 3 clusters Score -366719.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -366738.656250 Penalty: 2627.182129
	Iteration 9Q: 3 clusters Score -366738.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -366755.406250 Penalty: 2627.182129
	Iteration 10Q: 3 clusters Score -366755.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -366770.312500 Penalty: 2627.182129
	Iteration 11Q: 3 clusters Score -366770.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -366784.906250 Penalty: 2627.182129
	Iteration 12Q: 3 clusters Score -366784.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -366797.593750 Penalty: 2627.182129
	Iteration 13Q: 3 clusters Score -366797.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -366808.656250 Penalty: 2627.182129
	Iteration 14Q: 3 clusters Score -366808.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -366825.000000 Penalty: 2627.182129
	Iteration 15Q: 3 clusters Score -366825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -366847.468750 Penalty: 2627.182129
	Iteration 16Q: 3 clusters Score -366847.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -366868.468750 Penalty: 2627.182129
	Iteration 17Q: 3 clusters Score -366868.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -366892.687500 Penalty: 2627.182129
	Iteration 18Q: 3 clusters Score -366892.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -366914.406250 Penalty: 2627.182129
	Iteration 19Q: 3 clusters Score -366914.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -366936.562500 Penalty: 2627.182129
	Iteration 20F: 3 clusters Score -366936.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -366955.093750 Penalty: 2627.182129
	Iteration 21Q: 3 clusters Score -366955.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -366976.218750 Penalty: 2627.182129
	Iteration 22Q: 3 clusters Score -366976.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -366996.531250 Penalty: 2627.182129
	Iteration 23Q: 3 clusters Score -366996.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -367018.656250 Penalty: 2627.182129
	Iteration 24Q: 3 clusters Score -367018.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -367038.250000 Penalty: 2627.182129
	Iteration 25Q: 3 clusters Score -367038.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -367061.281250 Penalty: 2627.182129
	Iteration 26Q: 3 clusters Score -367061.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -367079.875000 Penalty: 2627.182129
	Iteration 27Q: 3 clusters Score -367079.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -367110.187500 Penalty: 2627.182129
	Iteration 28Q: 3 clusters Score -367110.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -367134.343750 Penalty: 2627.182129
	Iteration 29Q: 3 clusters Score -367134.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -367151.687500 Penalty: 2627.182129
	Iteration 30Q: 3 clusters Score -367151.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -367168.437500 Penalty: 2627.182129
	Iteration 31Q: 3 clusters Score -367168.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -367183.218750 Penalty: 2627.182129
	Iteration 32Q: 3 clusters Score -367183.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -367201.625000 Penalty: 2627.182129
	Iteration 33Q: 3 clusters Score -367201.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -367222.937500 Penalty: 2627.182129
	Iteration 34Q: 3 clusters Score -367222.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -367240.250000 Penalty: 2627.182129
	Iteration 35Q: 3 clusters Score -367240.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -367253.906250 Penalty: 2627.182129
	Iteration 36Q: 3 clusters Score -367253.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -367263.593750 Penalty: 2627.182129
	Iteration 37Q: 3 clusters Score -367263.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -367275.875000 Penalty: 2627.182129
	Iteration 38Q: 3 clusters Score -367275.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -367289.906250 Penalty: 2627.182129
	Iteration 39Q: 3 clusters Score -367289.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -367302.875000 Penalty: 2627.182129
	Iteration 40F: 3 clusters Score -367302.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -367317.500000 Penalty: 2627.182129
	Iteration 41Q: 3 clusters Score -367317.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -367334.781250 Penalty: 2627.182129
	Iteration 42Q: 3 clusters Score -367334.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -367353.218750 Penalty: 2627.182129
	Iteration 43Q: 3 clusters Score -367353.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -367362.781250 Penalty: 2627.182129
	Iteration 44Q: 3 clusters Score -367362.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -367374.937500 Penalty: 2627.182129
	Iteration 45Q: 3 clusters Score -367374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -367381.656250 Penalty: 2627.182129
	Iteration 46Q: 3 clusters Score -367381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -367390.156250 Penalty: 2627.182129
	Iteration 47Q: 3 clusters Score -367390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -367394.968750 Penalty: 2627.182129
	Iteration 48Q: 3 clusters Score -367395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -367395.937500 Penalty: 2627.182129
	Iteration 49Q: 3 clusters Score -367395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -367395.968750 Penalty: 2627.182129
	Iteration 50Q: 3 clusters Score -367396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -367397.281250 Penalty: 2627.182129
	Iteration 51Q: 3 clusters Score -367397.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -367399.281250 Penalty: 2627.182129
	Iteration 52Q: 3 clusters Score -367399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -367402.375000 Penalty: 2627.182129
	Iteration 53Q: 3 clusters Score -367402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -367404.812500 Penalty: 2627.182129
	Iteration 54Q: 3 clusters Score -367404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -367408.687500 Penalty: 2627.182129
	Iteration 55Q: 3 clusters Score -367408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -367410.031250 Penalty: 2627.182129
	Iteration 56Q: 3 clusters Score -367410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -367410.718750 Penalty: 2627.182129
	Iteration 57Q: 3 clusters Score -367410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -367411.656250 Penalty: 2627.182129
	Iteration 58Q: 3 clusters Score -367411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -367411.656250 Penalty: 2627.182129
	Iteration 59F: 3 clusters Score -367411.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Entering Unmasked Estep 
Score: -3924938.750000 Penalty: 1703.795044
	Iteration 0F: 2 clusters Score -3924939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3900932.000000 Penalty: 3407.590088
	Iteration 0F: 3 clusters Score -3900932 nChanged 16658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3910267.000000 Penalty: 3407.590088
	Iteration 1F: 3 clusters Score -3910267 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3910813.750000 Penalty: 3407.590088
	Iteration 2Q: 3 clusters Score -3910814 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3911364.000000 Penalty: 3407.590088
	Iteration 3Q: 3 clusters Score -3911364 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3912121.500000 Penalty: 3407.590088
	Iteration 4Q: 3 clusters Score -3912122 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3912947.500000 Penalty: 3407.590088
	Iteration 5Q: 3 clusters Score -3912948 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3914000.250000 Penalty: 3407.590088
	Iteration 6F: 3 clusters Score -3914000 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3915330.500000 Penalty: 3407.590088
	Iteration 7F: 3 clusters Score -3915330 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3916886.250000 Penalty: 3407.590088
	Iteration 8F: 3 clusters Score -3916886 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3918239.000000 Penalty: 3407.590088
	Iteration 9F: 3 clusters Score -3918239 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3919070.750000 Penalty: 3407.590088
	Iteration 10Q: 3 clusters Score -3919071 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3919509.000000 Penalty: 3407.590088
	Iteration 11Q: 3 clusters Score -3919509 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3919742.250000 Penalty: 3407.590088
	Iteration 12Q: 3 clusters Score -3919742 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3919909.750000 Penalty: 3407.590088
	Iteration 13Q: 3 clusters Score -3919910 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3920055.750000 Penalty: 3407.590088
	Iteration 14Q: 3 clusters Score -3920056 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3920219.250000 Penalty: 3407.590088
	Iteration 15Q: 3 clusters Score -3920219 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3920318.000000 Penalty: 3407.590088
	Iteration 16Q: 3 clusters Score -3920318 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3920430.500000 Penalty: 3407.590088
	Iteration 17Q: 3 clusters Score -3920430 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3920536.750000 Penalty: 3407.590088
	Iteration 18Q: 3 clusters Score -3920537 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3920626.000000 Penalty: 3407.590088
	Iteration 19Q: 3 clusters Score -3920626 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3920764.500000 Penalty: 3407.590088
	Iteration 20F: 3 clusters Score -3920764 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3920852.000000 Penalty: 3407.590088
	Iteration 21Q: 3 clusters Score -3920852 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3920954.000000 Penalty: 3407.590088
	Iteration 22Q: 3 clusters Score -3920954 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3921036.000000 Penalty: 3407.590088
	Iteration 23Q: 3 clusters Score -3921036 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3921138.000000 Penalty: 3407.590088
	Iteration 24Q: 3 clusters Score -3921138 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3921230.750000 Penalty: 3407.590088
	Iteration 25Q: 3 clusters Score -3921231 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3921342.750000 Penalty: 3407.590088
	Iteration 26Q: 3 clusters Score -3921343 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3921456.500000 Penalty: 3407.590088
	Iteration 27Q: 3 clusters Score -3921456 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -3921535.250000 Penalty: 3407.590088
	Iteration 28Q: 3 clusters Score -3921535 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3921632.000000 Penalty: 3407.590088
	Iteration 29Q: 3 clusters Score -3921632 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3921724.250000 Penalty: 3407.590088
	Iteration 30Q: 3 clusters Score -3921724 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3921794.250000 Penalty: 3407.590088
	Iteration 31Q: 3 clusters Score -3921794 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3921895.250000 Penalty: 3407.590088
	Iteration 32Q: 3 clusters Score -3921895 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3921991.750000 Penalty: 3407.590088
	Iteration 33Q: 3 clusters Score -3921992 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -3922071.500000 Penalty: 3407.590088
	Iteration 34Q: 3 clusters Score -3922072 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3922159.250000 Penalty: 3407.590088
	Iteration 35Q: 3 clusters Score -3922159 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3922248.750000 Penalty: 3407.590088
	Iteration 36Q: 3 clusters Score -3922249 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3922334.000000 Penalty: 3407.590088
	Iteration 37Q: 3 clusters Score -3922334 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -3922429.750000 Penalty: 3407.590088
	Iteration 38Q: 3 clusters Score -3922430 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -3922480.750000 Penalty: 3407.590088
	Iteration 39Q: 3 clusters Score -3922481 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3922550.500000 Penalty: 3407.590088
	Iteration 40F: 3 clusters Score -3922550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -3922609.000000 Penalty: 3407.590088
	Iteration 41Q: 3 clusters Score -3922609 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -3922651.250000 Penalty: 3407.590088
	Iteration 42Q: 3 clusters Score -3922651 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -3922706.750000 Penalty: 3407.590088
	Iteration 43Q: 3 clusters Score -3922707 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -3922752.500000 Penalty: 3407.590088
	Iteration 44Q: 3 clusters Score -3922752 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -3922808.000000 Penalty: 3407.590088
	Iteration 45Q: 3 clusters Score -3922808 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -3922866.500000 Penalty: 3407.590088
	Iteration 46Q: 3 clusters Score -3922866 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -3922919.500000 Penalty: 3407.590088
	Iteration 47Q: 3 clusters Score -3922920 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3922968.000000 Penalty: 3407.590088
	Iteration 48Q: 3 clusters Score -3922968 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -3923018.500000 Penalty: 3407.590088
	Iteration 49Q: 3 clusters Score -3923018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -3923070.500000 Penalty: 3407.590088
	Iteration 50Q: 3 clusters Score -3923070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -3923104.750000 Penalty: 3407.590088
	Iteration 51Q: 3 clusters Score -3923105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -3923147.500000 Penalty: 3407.590088
	Iteration 52Q: 3 clusters Score -3923148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -3923167.500000 Penalty: 3407.590088
	Iteration 53Q: 3 clusters Score -3923168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -3923194.500000 Penalty: 3407.590088
	Iteration 54Q: 3 clusters Score -3923194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -3923208.000000 Penalty: 3407.590088
	Iteration 55Q: 3 clusters Score -3923208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -3923239.500000 Penalty: 3407.590088
	Iteration 56Q: 3 clusters Score -3923240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -3923269.500000 Penalty: 3407.590088
	Iteration 57Q: 3 clusters Score -3923270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -3923305.000000 Penalty: 3407.590088
	Iteration 58Q: 3 clusters Score -3923305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -3923331.500000 Penalty: 3407.590088
	Iteration 59Q: 3 clusters Score -3923332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3923347.750000 Penalty: 3407.590088
	Iteration 60F: 3 clusters Score -3923348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -3923377.250000 Penalty: 3407.590088
	Iteration 61Q: 3 clusters Score -3923377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -3923391.000000 Penalty: 3407.590088
	Iteration 62Q: 3 clusters Score -3923391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -3923417.000000 Penalty: 3407.590088
	Iteration 63Q: 3 clusters Score -3923417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -3923443.000000 Penalty: 3407.590088
	Iteration 64Q: 3 clusters Score -3923443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -3923445.750000 Penalty: 3407.590088
	Iteration 65Q: 3 clusters Score -3923446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3923454.250000 Penalty: 3407.590088
	Iteration 66Q: 3 clusters Score -3923454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -3923459.750000 Penalty: 3407.590088
	Iteration 67Q: 3 clusters Score -3923460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3923463.250000 Penalty: 3407.590088
	Iteration 68Q: 3 clusters Score -3923463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -3923475.250000 Penalty: 3407.590088
	Iteration 69Q: 3 clusters Score -3923475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -3923473.750000 Penalty: 3407.590088
	Iteration 70Q: 3 clusters Score -3923474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -3923484.000000 Penalty: 3407.590088
	Iteration 71Q: 3 clusters Score -3923484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3923485.250000 Penalty: 3407.590088
	Iteration 72Q: 3 clusters Score -3923485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -3923492.000000 Penalty: 3407.590088
	Iteration 73Q: 3 clusters Score -3923492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -3923495.500000 Penalty: 3407.590088
	Iteration 74Q: 3 clusters Score -3923496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3923503.000000 Penalty: 3407.590088
	Iteration 75Q: 3 clusters Score -3923503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -3923510.750000 Penalty: 3407.590088
	Iteration 76Q: 3 clusters Score -3923511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -3923512.500000 Penalty: 3407.590088
	Iteration 77Q: 3 clusters Score -3923512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -3923515.750000 Penalty: 3407.590088
	Iteration 78Q: 3 clusters Score -3923516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -3923519.500000 Penalty: 3407.590088
	Iteration 79Q: 3 clusters Score -3923520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -3923520.250000 Penalty: 3407.590088
	Iteration 80F: 3 clusters Score -3923520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -3923527.000000 Penalty: 3407.590088
	Iteration 81Q: 3 clusters Score -3923527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -3923526.000000 Penalty: 3407.590088
	Iteration 82Q: 3 clusters Score -3923526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -3923532.750000 Penalty: 3407.590088
	Iteration 83Q: 3 clusters Score -3923533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -3923528.500000 Penalty: 3407.590088
	Iteration 84Q: 3 clusters Score -3923528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3923533.750000 Penalty: 3407.590088
	Iteration 85Q: 3 clusters Score -3923534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -3923537.000000 Penalty: 3407.590088
	Iteration 86Q: 3 clusters Score -3923537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -3923540.250000 Penalty: 3407.590088
	Iteration 87Q: 3 clusters Score -3923540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -3923536.000000 Penalty: 3407.590088
	Iteration 88Q: 3 clusters Score -3923536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -3923534.750000 Penalty: 3407.590088
	Iteration 89Q: 3 clusters Score -3923535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -3923534.750000 Penalty: 3407.590088
	Iteration 90F: 3 clusters Score -3923535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Entering Unmasked Estep 
Score: -7332312.500000 Penalty: 1805.760620
	Iteration 0F: 2 clusters Score -7332312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -7287515.500000 Penalty: 3611.521240
	Iteration 0F: 3 clusters Score -7287516 nChanged 31835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -7305425.500000 Penalty: 3611.521240
	Iteration 1F: 3 clusters Score -7305426 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -7306025.000000 Penalty: 3611.521240
	Iteration 2Q: 3 clusters Score -7306025 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -7306891.000000 Penalty: 3611.521240
	Iteration 3Q: 3 clusters Score -7306891 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -7307906.000000 Penalty: 3611.521240
	Iteration 4Q: 3 clusters Score -7307906 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -7309447.500000 Penalty: 3611.521240
	Iteration 5Q: 3 clusters Score -7309448 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -7311860.000000 Penalty: 3611.521240
	Iteration 6F: 3 clusters Score -7311860 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -7315461.000000 Penalty: 3611.521240
	Iteration 7F: 3 clusters Score -7315461 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -7319831.500000 Penalty: 3611.521240
	Iteration 8F: 3 clusters Score -7319832 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -7323125.000000 Penalty: 3611.521240
	Iteration 9F: 3 clusters Score -7323125 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -7324621.500000 Penalty: 3611.521240
	Iteration 10Q: 3 clusters Score -7324622 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -7325177.000000 Penalty: 3611.521240
	Iteration 11Q: 3 clusters Score -7325177 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -7325647.000000 Penalty: 3611.521240
	Iteration 12Q: 3 clusters Score -7325647 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -7325978.500000 Penalty: 3611.521240
	Iteration 13Q: 3 clusters Score -7325978 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -7326318.500000 Penalty: 3611.521240
	Iteration 14Q: 3 clusters Score -7326318 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -7326561.500000 Penalty: 3611.521240
	Iteration 15Q: 3 clusters Score -7326562 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -7326790.000000 Penalty: 3611.521240
	Iteration 16Q: 3 clusters Score -7326790 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -7327016.000000 Penalty: 3611.521240
	Iteration 17Q: 3 clusters Score -7327016 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -7327185.000000 Penalty: 3611.521240
	Iteration 18Q: 3 clusters Score -7327185 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -7327363.000000 Penalty: 3611.521240
	Iteration 19Q: 3 clusters Score -7327363 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -7327515.500000 Penalty: 3611.521240
	Iteration 20F: 3 clusters Score -7327516 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -7327678.500000 Penalty: 3611.521240
	Iteration 21Q: 3 clusters Score -7327678 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -7327839.000000 Penalty: 3611.521240
	Iteration 22Q: 3 clusters Score -7327839 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -7327978.000000 Penalty: 3611.521240
	Iteration 23Q: 3 clusters Score -7327978 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -7328181.000000 Penalty: 3611.521240
	Iteration 24Q: 3 clusters Score -7328181 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -7328328.500000 Penalty: 3611.521240
	Iteration 25Q: 3 clusters Score -7328328 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -7328452.500000 Penalty: 3611.521240
	Iteration 26Q: 3 clusters Score -7328452 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -7328652.500000 Penalty: 3611.521240
	Iteration 27Q: 3 clusters Score -7328652 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -7328811.500000 Penalty: 3611.521240
	Iteration 28Q: 3 clusters Score -7328812 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -7329024.000000 Penalty: 3611.521240
	Iteration 29Q: 3 clusters Score -7329024 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -7329222.000000 Penalty: 3611.521240
	Iteration 30Q: 3 clusters Score -7329222 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -7329352.500000 Penalty: 3611.521240
	Iteration 31Q: 3 clusters Score -7329352 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -7329456.000000 Penalty: 3611.521240
	Iteration 32Q: 3 clusters Score -7329456 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -7329581.500000 Penalty: 3611.521240
	Iteration 33Q: 3 clusters Score -7329582 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -7329692.500000 Penalty: 3611.521240
	Iteration 34Q: 3 clusters Score -7329692 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -7329828.000000 Penalty: 3611.521240
	Iteration 35Q: 3 clusters Score -7329828 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -7329895.500000 Penalty: 3611.521240
	Iteration 36Q: 3 clusters Score -7329896 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -7330002.000000 Penalty: 3611.521240
	Iteration 37Q: 3 clusters Score -7330002 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -7330055.000000 Penalty: 3611.521240
	Iteration 38Q: 3 clusters Score -7330055 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -7330141.000000 Penalty: 3611.521240
	Iteration 39Q: 3 clusters Score -7330141 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -7330215.500000 Penalty: 3611.521240
	Iteration 40F: 3 clusters Score -7330216 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -7330304.000000 Penalty: 3611.521240
	Iteration 41Q: 3 clusters Score -7330304 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -7330376.500000 Penalty: 3611.521240
	Iteration 42Q: 3 clusters Score -7330376 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -7330427.500000 Penalty: 3611.521240
	Iteration 43Q: 3 clusters Score -7330428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -7330473.000000 Penalty: 3611.521240
	Iteration 44Q: 3 clusters Score -7330473 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -7330527.500000 Penalty: 3611.521240
	Iteration 45Q: 3 clusters Score -7330528 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -7330585.000000 Penalty: 3611.521240
	Iteration 46Q: 3 clusters Score -7330585 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -7330605.500000 Penalty: 3611.521240
	Iteration 47Q: 3 clusters Score -7330606 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -7330647.500000 Penalty: 3611.521240
	Iteration 48Q: 3 clusters Score -7330648 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -7330730.500000 Penalty: 3611.521240
	Iteration 49Q: 3 clusters Score -7330730 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -7330758.000000 Penalty: 3611.521240
	Iteration 50Q: 3 clusters Score -7330758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -7330793.000000 Penalty: 3611.521240
	Iteration 51Q: 3 clusters Score -7330793 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -7330816.000000 Penalty: 3611.521240
	Iteration 52Q: 3 clusters Score -7330816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -7330831.000000 Penalty: 3611.521240
	Iteration 53Q: 3 clusters Score -7330831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -7330851.000000 Penalty: 3611.521240
	Iteration 54Q: 3 clusters Score -7330851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -7330860.000000 Penalty: 3611.521240
	Iteration 55Q: 3 clusters Score -7330860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -7330854.500000 Penalty: 3611.521240
	Iteration 56Q: 3 clusters Score -7330854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -7330858.000000 Penalty: 3611.521240
	Iteration 57Q: 3 clusters Score -7330858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -7330872.500000 Penalty: 3611.521240
	Iteration 58Q: 3 clusters Score -7330872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -7330867.000000 Penalty: 3611.521240
	Iteration 59Q: 3 clusters Score -7330867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -7330868.000000 Penalty: 3611.521240
	Iteration 60F: 3 clusters Score -7330868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -7330869.500000 Penalty: 3611.521240
	Iteration 61Q: 3 clusters Score -7330870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -7330892.500000 Penalty: 3611.521240
	Iteration 62Q: 3 clusters Score -7330892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -7330899.500000 Penalty: 3611.521240
	Iteration 63Q: 3 clusters Score -7330900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -7330891.500000 Penalty: 3611.521240
	Iteration 64Q: 3 clusters Score -7330892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -7330893.500000 Penalty: 3611.521240
	Iteration 65Q: 3 clusters Score -7330894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -7330895.000000 Penalty: 3611.521240
	Iteration 66Q: 3 clusters Score -7330895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -7330897.000000 Penalty: 3611.521240
	Iteration 67Q: 3 clusters Score -7330897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -7330901.000000 Penalty: 3611.521240
	Iteration 68Q: 3 clusters Score -7330901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -7330912.000000 Penalty: 3611.521240
	Iteration 69Q: 3 clusters Score -7330912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -7330914.000000 Penalty: 3611.521240
	Iteration 70Q: 3 clusters Score -7330914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -7330918.500000 Penalty: 3611.521240
	Iteration 71Q: 3 clusters Score -7330918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -7330940.000000 Penalty: 3611.521240
	Iteration 72Q: 3 clusters Score -7330940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -7330942.500000 Penalty: 3611.521240
	Iteration 73Q: 3 clusters Score -7330942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -7330947.500000 Penalty: 3611.521240
	Iteration 74Q: 3 clusters Score -7330948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -7330942.000000 Penalty: 3611.521240
	Iteration 75Q: 3 clusters Score -7330942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -7330958.500000 Penalty: 3611.521240
	Iteration 76Q: 3 clusters Score -7330958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -7330969.500000 Penalty: 3611.521240
	Iteration 77Q: 3 clusters Score -7330970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -7330966.500000 Penalty: 3611.521240
	Iteration 78Q: 3 clusters Score -7330966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -7330977.500000 Penalty: 3611.521240
	Iteration 79Q: 3 clusters Score -7330978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -7330975.000000 Penalty: 3611.521240
	Iteration 80F: 3 clusters Score -7330975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -7330980.500000 Penalty: 3611.521240
	Iteration 81Q: 3 clusters Score -7330980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -7330988.000000 Penalty: 3611.521240
	Iteration 82Q: 3 clusters Score -7330988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -7330983.500000 Penalty: 3611.521240
	Iteration 83Q: 3 clusters Score -7330984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -7330991.000000 Penalty: 3611.521240
	Iteration 84Q: 3 clusters Score -7330991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -7331005.000000 Penalty: 3611.521240
	Iteration 85Q: 3 clusters Score -7331005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -7330996.500000 Penalty: 3611.521240
	Iteration 86Q: 3 clusters Score -7330996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -7330999.000000 Penalty: 3611.521240
	Iteration 87Q: 3 clusters Score -7330999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -7331001.500000 Penalty: 3611.521240
	Iteration 88Q: 3 clusters Score -7331002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -7331007.000000 Penalty: 3611.521240
	Iteration 89Q: 3 clusters Score -7331007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -7331007.500000 Penalty: 3611.521240
	Iteration 90Q: 3 clusters Score -7331008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -7331008.500000 Penalty: 3611.521240
	Iteration 91Q: 3 clusters Score -7331008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -7331001.500000 Penalty: 3611.521240
	Iteration 92Q: 3 clusters Score -7331002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -7331001.500000 Penalty: 3611.521240
	Iteration 93F: 3 clusters Score -7331002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (115488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Entering Unmasked Estep 
Score: -12542265.000000 Penalty: 1894.249878
	Iteration 0F: 2 clusters Score -1.254226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -12465158.000000 Penalty: 3788.499756
	Iteration 0F: 3 clusters Score -1.246516e+07 nChanged 55283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -12497188.000000 Penalty: 3788.499756
	Iteration 1F: 3 clusters Score -1.249719e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -12498288.000000 Penalty: 3788.499756
	Iteration 2Q: 3 clusters Score -1.249829e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -12500231.000000 Penalty: 3788.499756
	Iteration 3Q: 3 clusters Score -1.250023e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -12504150.000000 Penalty: 3788.499756
	Iteration 4F: 3 clusters Score -1.250415e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 85313 members 
Entering Unmasked Estep 
Score: -12511265.000000 Penalty: 3788.499756
	Iteration 5F: 3 clusters Score -1.251126e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 96100 members 
Entering Unmasked Estep 
Score: -12521702.000000 Penalty: 3788.499756
	Iteration 6F: 3 clusters Score -1.25217e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -12531160.000000 Penalty: 3788.499756
	Iteration 7F: 3 clusters Score -1.253116e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -12536725.000000 Penalty: 3788.499756
	Iteration 8Q: 3 clusters Score -1.253672e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 113640 members 
Entering Unmasked Estep 
Score: -12539319.000000 Penalty: 3788.499756
	Iteration 9Q: 3 clusters Score -1.253932e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 114402 members 
Entering Unmasked Estep 
Score: -12540191.000000 Penalty: 3788.499756
	Iteration 10Q: 3 clusters Score -1.254019e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 114631 members 
Entering Unmasked Estep 
Score: -12540473.000000 Penalty: 3788.499756
	Iteration 11Q: 3 clusters Score -1.254047e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -12540612.000000 Penalty: 3788.499756
	Iteration 12Q: 3 clusters Score -1.254061e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 114772 members 
Entering Unmasked Estep 
Score: -12540662.000000 Penalty: 3788.499756
	Iteration 13Q: 3 clusters Score -1.254066e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 114808 members 
Entering Unmasked Estep 
Score: -12540713.000000 Penalty: 3788.499756
	Iteration 14Q: 3 clusters Score -1.254071e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 114823 members 
Entering Unmasked Estep 
Score: -12540757.000000 Penalty: 3788.499756
	Iteration 15Q: 3 clusters Score -1.254076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -12540777.000000 Penalty: 3788.499756
	Iteration 16Q: 3 clusters Score -1.254078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 114845 members 
Entering Unmasked Estep 
Score: -12540800.000000 Penalty: 3788.499756
	Iteration 17Q: 3 clusters Score -1.25408e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 114858 members 
Entering Unmasked Estep 
Score: -12540787.000000 Penalty: 3788.499756
	Iteration 18Q: 3 clusters Score -1.254079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 114871 members 
Entering Unmasked Estep 
Score: -12540776.000000 Penalty: 3788.499756
	Iteration 19Q: 3 clusters Score -1.254078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 114879 members 
Entering Unmasked Estep 
Score: -12540780.000000 Penalty: 3788.499756
	Iteration 20F: 3 clusters Score -1.254078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 114889 members 
Entering Unmasked Estep 
Score: -12540804.000000 Penalty: 3788.499756
	Iteration 21Q: 3 clusters Score -1.25408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 114894 members 
Entering Unmasked Estep 
Score: -12540808.000000 Penalty: 3788.499756
	Iteration 22Q: 3 clusters Score -1.254081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -12540823.000000 Penalty: 3788.499756
	Iteration 23Q: 3 clusters Score -1.254082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -12540827.000000 Penalty: 3788.499756
	Iteration 24Q: 3 clusters Score -1.254083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -12540843.000000 Penalty: 3788.499756
	Iteration 25Q: 3 clusters Score -1.254084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -12540835.000000 Penalty: 3788.499756
	Iteration 26Q: 3 clusters Score -1.254084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -12540838.000000 Penalty: 3788.499756
	Iteration 27Q: 3 clusters Score -1.254084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 114893 members 
Entering Unmasked Estep 
Score: -12540833.000000 Penalty: 3788.499756
	Iteration 28Q: 3 clusters Score -1.254083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 114894 members 
Entering Unmasked Estep 
Score: -12540844.000000 Penalty: 3788.499756
	Iteration 29Q: 3 clusters Score -1.254084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -12540833.000000 Penalty: 3788.499756
	Iteration 30Q: 3 clusters Score -1.254083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -12540835.000000 Penalty: 3788.499756
	Iteration 31Q: 3 clusters Score -1.254084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 114899 members 
Entering Unmasked Estep 
Score: -12540841.000000 Penalty: 3788.499756
	Iteration 32Q: 3 clusters Score -1.254084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 114899 members 
Entering Unmasked Estep 
Score: -12540845.000000 Penalty: 3788.499756
	Iteration 33Q: 3 clusters Score -1.254084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -12540851.000000 Penalty: 3788.499756
	Iteration 34Q: 3 clusters Score -1.254085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -12540853.000000 Penalty: 3788.499756
	Iteration 35Q: 3 clusters Score -1.254085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -12540852.000000 Penalty: 3788.499756
	Iteration 36Q: 3 clusters Score -1.254085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 114895 members 
Entering Unmasked Estep 
Score: -12540854.000000 Penalty: 3788.499756
	Iteration 37Q: 3 clusters Score -1.254085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 114895 members 
Entering Unmasked Estep 
Score: -12540854.000000 Penalty: 3788.499756
	Iteration 38F: 3 clusters Score -1.254085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -141618.187500 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -141618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -139914.031250 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -139914 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -140362.796875 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -140362.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140540.890625 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -140540.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -140765.796875 Penalty: 2370.451904
	Iteration 3F: 3 clusters Score -140765.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -141045.531250 Penalty: 2370.451904
	Iteration 4F: 3 clusters Score -141045.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -141288.375000 Penalty: 2370.451904
	Iteration 5F: 3 clusters Score -141288.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -141476.484375 Penalty: 2370.451904
	Iteration 6F: 3 clusters Score -141476.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141588.031250 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -141588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -141647.296875 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -141647.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -141671.031250 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -141671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -141677.890625 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -141677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -141686.390625 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -141686.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -141688.968750 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -141689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141689.687500 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -141689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141689.687500 Penalty: 2370.451904
	Iteration 14F: 3 clusters Score -141689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 8 contains 35771 members 
Mstep: Class 10 contains 66995 members 
Mstep: Class 13 contains 115488 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 16 contains 175942 members 
Mstep: Class 17 contains 45823 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 104679 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 22 contains 54396 members 
Mstep: Class 23 contains 176463 members 
Entering Unmasked Estep 
Score: -93845368.000000 Penalty: 35598.257812
Splitting cluster 14 changes total score from -93846400.000000 to -93845368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (175942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175942 members 
Entering Unmasked Estep 
Score: -19060062.000000 Penalty: 1962.660278
	Iteration 0F: 2 clusters Score -1.906006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -18943698.000000 Penalty: 3925.320557
	Iteration 0F: 3 clusters Score -1.89437e+07 nChanged 85322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -18994642.000000 Penalty: 3925.320557
	Iteration 1F: 3 clusters Score -1.899464e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -18996296.000000 Penalty: 3925.320557
	Iteration 2Q: 3 clusters Score -1.89963e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -18999272.000000 Penalty: 3925.320557
	Iteration 3Q: 3 clusters Score -1.899927e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 115555 members 
Entering Unmasked Estep 
Score: -19004456.000000 Penalty: 3925.320557
	Iteration 4F: 3 clusters Score -1.900446e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 128552 members 
Entering Unmasked Estep 
Score: -19014066.000000 Penalty: 3925.320557
	Iteration 5F: 3 clusters Score -1.901407e+07 nChanged 15719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 144067 members 
Entering Unmasked Estep 
Score: -19028694.000000 Penalty: 3925.320557
	Iteration 6F: 3 clusters Score -1.902869e+07 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -19043524.000000 Penalty: 3925.320557
	Iteration 7F: 3 clusters Score -1.904352e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -19052738.000000 Penalty: 3925.320557
	Iteration 8F: 3 clusters Score -1.905274e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 172683 members 
Entering Unmasked Estep 
Score: -19056380.000000 Penalty: 3925.320557
	Iteration 9Q: 3 clusters Score -1.905638e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 174418 members 
Entering Unmasked Estep 
Score: -19057724.000000 Penalty: 3925.320557
	Iteration 10Q: 3 clusters Score -1.905772e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 175036 members 
Entering Unmasked Estep 
Score: -19058136.000000 Penalty: 3925.320557
	Iteration 11Q: 3 clusters Score -1.905814e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 175275 members 
Entering Unmasked Estep 
Score: -19058308.000000 Penalty: 3925.320557
	Iteration 12Q: 3 clusters Score -1.905831e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 175384 members 
Entering Unmasked Estep 
Score: -19058338.000000 Penalty: 3925.320557
	Iteration 13Q: 3 clusters Score -1.905834e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -19058408.000000 Penalty: 3925.320557
	Iteration 14Q: 3 clusters Score -1.905841e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 175451 members 
Entering Unmasked Estep 
Score: -19058438.000000 Penalty: 3925.320557
	Iteration 15Q: 3 clusters Score -1.905844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 175466 members 
Entering Unmasked Estep 
Score: -19058464.000000 Penalty: 3925.320557
	Iteration 16Q: 3 clusters Score -1.905846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -19058510.000000 Penalty: 3925.320557
	Iteration 17Q: 3 clusters Score -1.905851e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 175477 members 
Entering Unmasked Estep 
Score: -19058530.000000 Penalty: 3925.320557
	Iteration 18Q: 3 clusters Score -1.905853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 175485 members 
Entering Unmasked Estep 
Score: -19058536.000000 Penalty: 3925.320557
	Iteration 19Q: 3 clusters Score -1.905854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 175480 members 
Entering Unmasked Estep 
Score: -19058560.000000 Penalty: 3925.320557
	Iteration 20F: 3 clusters Score -1.905856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 175472 members 
Entering Unmasked Estep 
Score: -19058606.000000 Penalty: 3925.320557
	Iteration 21Q: 3 clusters Score -1.905861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 175470 members 
Entering Unmasked Estep 
Score: -19058600.000000 Penalty: 3925.320557
	Iteration 22Q: 3 clusters Score -1.90586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -19058626.000000 Penalty: 3925.320557
	Iteration 23Q: 3 clusters Score -1.905863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175456 members 
Entering Unmasked Estep 
Score: -19058638.000000 Penalty: 3925.320557
	Iteration 24Q: 3 clusters Score -1.905864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 175458 members 
Entering Unmasked Estep 
Score: -19058658.000000 Penalty: 3925.320557
	Iteration 25Q: 3 clusters Score -1.905866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 175460 members 
Entering Unmasked Estep 
Score: -19058654.000000 Penalty: 3925.320557
	Iteration 26Q: 3 clusters Score -1.905865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -19058666.000000 Penalty: 3925.320557
	Iteration 27Q: 3 clusters Score -1.905867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -19058668.000000 Penalty: 3925.320557
	Iteration 28Q: 3 clusters Score -1.905867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175456 members 
Entering Unmasked Estep 
Score: -19058676.000000 Penalty: 3925.320557
	Iteration 29Q: 3 clusters Score -1.905868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -19058674.000000 Penalty: 3925.320557
	Iteration 30Q: 3 clusters Score -1.905867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -19058676.000000 Penalty: 3925.320557
	Iteration 31Q: 3 clusters Score -1.905868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -19058672.000000 Penalty: 3925.320557
	Iteration 32Q: 3 clusters Score -1.905867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -19058684.000000 Penalty: 3925.320557
	Iteration 33Q: 3 clusters Score -1.905868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -19058682.000000 Penalty: 3925.320557
	Iteration 34Q: 3 clusters Score -1.905868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -19058682.000000 Penalty: 3925.320557
	Iteration 35F: 3 clusters Score -1.905868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Entering Unmasked Estep 
Score: -5032970.000000 Penalty: 1744.037964
	Iteration 0F: 2 clusters Score -5032970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5002213.000000 Penalty: 3488.075928
	Iteration 0F: 3 clusters Score -5002213 nChanged 21321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -5014529.000000 Penalty: 3488.075928
	Iteration 1F: 3 clusters Score -5014529 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5015620.000000 Penalty: 3488.075928
	Iteration 2F: 3 clusters Score -5015620 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5017481.500000 Penalty: 3488.075928
	Iteration 3F: 3 clusters Score -5017482 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -5020564.000000 Penalty: 3488.075928
	Iteration 4F: 3 clusters Score -5020564 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -5024565.500000 Penalty: 3488.075928
	Iteration 5F: 3 clusters Score -5024566 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5028104.000000 Penalty: 3488.075928
	Iteration 6F: 3 clusters Score -5028104 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5030193.500000 Penalty: 3488.075928
	Iteration 7Q: 3 clusters Score -5030194 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5031050.000000 Penalty: 3488.075928
	Iteration 8Q: 3 clusters Score -5031050 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5031397.000000 Penalty: 3488.075928
	Iteration 9Q: 3 clusters Score -5031397 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5031558.500000 Penalty: 3488.075928
	Iteration 10Q: 3 clusters Score -5031558 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5031633.500000 Penalty: 3488.075928
	Iteration 11Q: 3 clusters Score -5031634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5031678.500000 Penalty: 3488.075928
	Iteration 12Q: 3 clusters Score -5031678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5031700.500000 Penalty: 3488.075928
	Iteration 13Q: 3 clusters Score -5031700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5031708.000000 Penalty: 3488.075928
	Iteration 14Q: 3 clusters Score -5031708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5031710.500000 Penalty: 3488.075928
	Iteration 15Q: 3 clusters Score -5031710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5031718.500000 Penalty: 3488.075928
	Iteration 16Q: 3 clusters Score -5031718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5031729.500000 Penalty: 3488.075928
	Iteration 17Q: 3 clusters Score -5031730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5031733.000000 Penalty: 3488.075928
	Iteration 18Q: 3 clusters Score -5031733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5031747.500000 Penalty: 3488.075928
	Iteration 19Q: 3 clusters Score -5031748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5031747.000000 Penalty: 3488.075928
	Iteration 20F: 3 clusters Score -5031747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5031754.000000 Penalty: 3488.075928
	Iteration 21Q: 3 clusters Score -5031754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5031754.500000 Penalty: 3488.075928
	Iteration 22Q: 3 clusters Score -5031754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5031756.000000 Penalty: 3488.075928
	Iteration 23Q: 3 clusters Score -5031756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5031756.500000 Penalty: 3488.075928
	Iteration 24Q: 3 clusters Score -5031756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5031758.000000 Penalty: 3488.075928
	Iteration 25Q: 3 clusters Score -5031758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5031758.500000 Penalty: 3488.075928
	Iteration 26Q: 3 clusters Score -5031758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5031755.000000 Penalty: 3488.075928
	Iteration 27Q: 3 clusters Score -5031755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5031755.000000 Penalty: 3488.075928
	Iteration 28F: 3 clusters Score -5031755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -390632.062500 Penalty: 1332.858887
	Iteration 0F: 2 clusters Score -390632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -387483.906250 Penalty: 2665.717773
	Iteration 0F: 3 clusters Score -387483.9 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -388251.093750 Penalty: 2665.717773
	Iteration 1F: 3 clusters Score -388251.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -388403.875000 Penalty: 2665.717773
	Iteration 2F: 3 clusters Score -388403.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -388487.062500 Penalty: 2665.717773
	Iteration 3Q: 3 clusters Score -388487.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -388553.250000 Penalty: 2665.717773
	Iteration 4Q: 3 clusters Score -388553.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -388606.750000 Penalty: 2665.717773
	Iteration 5Q: 3 clusters Score -388606.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -388658.562500 Penalty: 2665.717773
	Iteration 6Q: 3 clusters Score -388658.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -388698.406250 Penalty: 2665.717773
	Iteration 7Q: 3 clusters Score -388698.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -388740.187500 Penalty: 2665.717773
	Iteration 8Q: 3 clusters Score -388740.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -388790.281250 Penalty: 2665.717773
	Iteration 9Q: 3 clusters Score -388790.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -388829.906250 Penalty: 2665.717773
	Iteration 10Q: 3 clusters Score -388829.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -388864.218750 Penalty: 2665.717773
	Iteration 11Q: 3 clusters Score -388864.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -388893.406250 Penalty: 2665.717773
	Iteration 12Q: 3 clusters Score -388893.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -388915.718750 Penalty: 2665.717773
	Iteration 13Q: 3 clusters Score -388915.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -388938.156250 Penalty: 2665.717773
	Iteration 14Q: 3 clusters Score -388938.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -388955.031250 Penalty: 2665.717773
	Iteration 15Q: 3 clusters Score -388955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -388976.562500 Penalty: 2665.717773
	Iteration 16Q: 3 clusters Score -388976.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -389004.375000 Penalty: 2665.717773
	Iteration 17Q: 3 clusters Score -389004.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -389036.218750 Penalty: 2665.717773
	Iteration 18Q: 3 clusters Score -389036.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -389069.000000 Penalty: 2665.717773
	Iteration 19Q: 3 clusters Score -389069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -389094.343750 Penalty: 2665.717773
	Iteration 20F: 3 clusters Score -389094.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -389122.187500 Penalty: 2665.717773
	Iteration 21Q: 3 clusters Score -389122.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -389151.312500 Penalty: 2665.717773
	Iteration 22Q: 3 clusters Score -389151.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -389167.093750 Penalty: 2665.717773
	Iteration 23Q: 3 clusters Score -389167.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -389180.500000 Penalty: 2665.717773
	Iteration 24Q: 3 clusters Score -389180.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -389190.812500 Penalty: 2665.717773
	Iteration 25Q: 3 clusters Score -389190.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -389201.843750 Penalty: 2665.717773
	Iteration 26Q: 3 clusters Score -389201.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -389214.750000 Penalty: 2665.717773
	Iteration 27Q: 3 clusters Score -389214.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -389225.125000 Penalty: 2665.717773
	Iteration 28Q: 3 clusters Score -389225.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -389236.406250 Penalty: 2665.717773
	Iteration 29Q: 3 clusters Score -389236.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -389257.187500 Penalty: 2665.717773
	Iteration 30Q: 3 clusters Score -389257.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -389274.250000 Penalty: 2665.717773
	Iteration 31Q: 3 clusters Score -389274.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -389291.437500 Penalty: 2665.717773
	Iteration 32Q: 3 clusters Score -389291.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -389298.562500 Penalty: 2665.717773
	Iteration 33Q: 3 clusters Score -389298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -389305.750000 Penalty: 2665.717773
	Iteration 34Q: 3 clusters Score -389305.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -389316.250000 Penalty: 2665.717773
	Iteration 35Q: 3 clusters Score -389316.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -389328.125000 Penalty: 2665.717773
	Iteration 36Q: 3 clusters Score -389328.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -389347.656250 Penalty: 2665.717773
	Iteration 37Q: 3 clusters Score -389347.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -389369.375000 Penalty: 2665.717773
	Iteration 38Q: 3 clusters Score -389369.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -389380.812500 Penalty: 2665.717773
	Iteration 39Q: 3 clusters Score -389380.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -389391.843750 Penalty: 2665.717773
	Iteration 40F: 3 clusters Score -389391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -389394.656250 Penalty: 2665.717773
	Iteration 41Q: 3 clusters Score -389394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -389397.593750 Penalty: 2665.717773
	Iteration 42Q: 3 clusters Score -389397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -389399.093750 Penalty: 2665.717773
	Iteration 43Q: 3 clusters Score -389399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -389400.750000 Penalty: 2665.717773
	Iteration 44Q: 3 clusters Score -389400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -389403.343750 Penalty: 2665.717773
	Iteration 45Q: 3 clusters Score -389403.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -389405.156250 Penalty: 2665.717773
	Iteration 46Q: 3 clusters Score -389405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -389405.468750 Penalty: 2665.717773
	Iteration 47Q: 3 clusters Score -389405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -389405.468750 Penalty: 2665.717773
	Iteration 48F: 3 clusters Score -389405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Entering Unmasked Estep 
Score: -11388212.000000 Penalty: 1878.281250
	Iteration 0F: 2 clusters Score -1.138821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -11318398.000000 Penalty: 3756.562500
	Iteration 0F: 3 clusters Score -1.13184e+07 nChanged 50041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -11347355.000000 Penalty: 3756.562500
	Iteration 1F: 3 clusters Score -1.134736e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -11348203.000000 Penalty: 3756.562500
	Iteration 2Q: 3 clusters Score -1.13482e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -11349334.000000 Penalty: 3756.562500
	Iteration 3Q: 3 clusters Score -1.134933e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -11351182.000000 Penalty: 3756.562500
	Iteration 4Q: 3 clusters Score -1.135118e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -11354347.000000 Penalty: 3756.562500
	Iteration 5F: 3 clusters Score -1.135435e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -11359513.000000 Penalty: 3756.562500
	Iteration 6F: 3 clusters Score -1.135951e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -11366847.000000 Penalty: 3756.562500
	Iteration 7F: 3 clusters Score -1.136685e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -11374504.000000 Penalty: 3756.562500
	Iteration 8F: 3 clusters Score -1.13745e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -11379981.000000 Penalty: 3756.562500
	Iteration 9F: 3 clusters Score -1.137998e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -11383252.000000 Penalty: 3756.562500
	Iteration 10Q: 3 clusters Score -1.138325e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -11384876.000000 Penalty: 3756.562500
	Iteration 11Q: 3 clusters Score -1.138488e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11385703.000000 Penalty: 3756.562500
	Iteration 12Q: 3 clusters Score -1.13857e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103722 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11386218.000000 Penalty: 3756.562500
	Iteration 13Q: 3 clusters Score -1.138622e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11386460.000000 Penalty: 3756.562500
	Iteration 14Q: 3 clusters Score -1.138646e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11386616.000000 Penalty: 3756.562500
	Iteration 15Q: 3 clusters Score -1.138662e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104197 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11386723.000000 Penalty: 3756.562500
	Iteration 16Q: 3 clusters Score -1.138672e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104228 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11386806.000000 Penalty: 3756.562500
	Iteration 17Q: 3 clusters Score -1.138681e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11386829.000000 Penalty: 3756.562500
	Iteration 18Q: 3 clusters Score -1.138683e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11386835.000000 Penalty: 3756.562500
	Iteration 19Q: 3 clusters Score -1.138684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11386864.000000 Penalty: 3756.562500
	Iteration 20F: 3 clusters Score -1.138686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11386901.000000 Penalty: 3756.562500
	Iteration 21Q: 3 clusters Score -1.13869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11386941.000000 Penalty: 3756.562500
	Iteration 22Q: 3 clusters Score -1.138694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11387001.000000 Penalty: 3756.562500
	Iteration 23Q: 3 clusters Score -1.1387e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11387024.000000 Penalty: 3756.562500
	Iteration 24Q: 3 clusters Score -1.138702e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11387046.000000 Penalty: 3756.562500
	Iteration 25Q: 3 clusters Score -1.138705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104175 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11387049.000000 Penalty: 3756.562500
	Iteration 26Q: 3 clusters Score -1.138705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11387064.000000 Penalty: 3756.562500
	Iteration 27Q: 3 clusters Score -1.138706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11387075.000000 Penalty: 3756.562500
	Iteration 28Q: 3 clusters Score -1.138708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11387087.000000 Penalty: 3756.562500
	Iteration 29Q: 3 clusters Score -1.138709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104145 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11387093.000000 Penalty: 3756.562500
	Iteration 30Q: 3 clusters Score -1.138709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11387098.000000 Penalty: 3756.562500
	Iteration 31Q: 3 clusters Score -1.13871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104144 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11387107.000000 Penalty: 3756.562500
	Iteration 32Q: 3 clusters Score -1.138711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11387108.000000 Penalty: 3756.562500
	Iteration 33Q: 3 clusters Score -1.138711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11387108.000000 Penalty: 3756.562500
	Iteration 34Q: 3 clusters Score -1.138711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11387115.000000 Penalty: 3756.562500
	Iteration 35Q: 3 clusters Score -1.138712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11387103.000000 Penalty: 3756.562500
	Iteration 36Q: 3 clusters Score -1.13871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11387098.000000 Penalty: 3756.562500
	Iteration 37Q: 3 clusters Score -1.13871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104144 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11387109.000000 Penalty: 3756.562500
	Iteration 38Q: 3 clusters Score -1.138711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11387118.000000 Penalty: 3756.562500
	Iteration 39Q: 3 clusters Score -1.138712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11387127.000000 Penalty: 3756.562500
	Iteration 40F: 3 clusters Score -1.138713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11387127.000000 Penalty: 3756.562500
	Iteration 41Q: 3 clusters Score -1.138713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11387148.000000 Penalty: 3756.562500
	Iteration 42Q: 3 clusters Score -1.138715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104108 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11387148.000000 Penalty: 3756.562500
	Iteration 43Q: 3 clusters Score -1.138715e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11387168.000000 Penalty: 3756.562500
	Iteration 44Q: 3 clusters Score -1.138717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11387178.000000 Penalty: 3756.562500
	Iteration 45Q: 3 clusters Score -1.138718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11387196.000000 Penalty: 3756.562500
	Iteration 46Q: 3 clusters Score -1.13872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11387200.000000 Penalty: 3756.562500
	Iteration 47Q: 3 clusters Score -1.13872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11387211.000000 Penalty: 3756.562500
	Iteration 48Q: 3 clusters Score -1.138721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11387215.000000 Penalty: 3756.562500
	Iteration 49Q: 3 clusters Score -1.138722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11387218.000000 Penalty: 3756.562500
	Iteration 50Q: 3 clusters Score -1.138722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104056 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11387215.000000 Penalty: 3756.562500
	Iteration 51Q: 3 clusters Score -1.138722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104055 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11387226.000000 Penalty: 3756.562500
	Iteration 52Q: 3 clusters Score -1.138723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11387224.000000 Penalty: 3756.562500
	Iteration 53Q: 3 clusters Score -1.138722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11387223.000000 Penalty: 3756.562500
	Iteration 54Q: 3 clusters Score -1.138722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11387225.000000 Penalty: 3756.562500
	Iteration 55F: 3 clusters Score -1.138722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11387231.000000 Penalty: 3756.562500
	Iteration 56Q: 3 clusters Score -1.138723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11387228.000000 Penalty: 3756.562500
	Iteration 57Q: 3 clusters Score -1.138723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11387228.000000 Penalty: 3756.562500
	Iteration 58F: 3 clusters Score -1.138723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -374052.218750 Penalty: 1334.145142
	Iteration 0F: 2 clusters Score -374052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -370940.687500 Penalty: 2668.290283
	Iteration 0F: 3 clusters Score -370940.7 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -371721.843750 Penalty: 2668.290283
	Iteration 1F: 3 clusters Score -371721.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -371945.687500 Penalty: 2668.290283
	Iteration 2F: 3 clusters Score -371945.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -372208.687500 Penalty: 2668.290283
	Iteration 3F: 3 clusters Score -372208.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -372597.781250 Penalty: 2668.290283
	Iteration 4F: 3 clusters Score -372597.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -373013.468750 Penalty: 2668.290283
	Iteration 5F: 3 clusters Score -373013.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -373341.000000 Penalty: 2668.290283
	Iteration 6F: 3 clusters Score -373341 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -373498.687500 Penalty: 2668.290283
	Iteration 7Q: 3 clusters Score -373498.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -373593.593750 Penalty: 2668.290283
	Iteration 8Q: 3 clusters Score -373593.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -373662.593750 Penalty: 2668.290283
	Iteration 9Q: 3 clusters Score -373662.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -373692.468750 Penalty: 2668.290283
	Iteration 10Q: 3 clusters Score -373692.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -373707.562500 Penalty: 2668.290283
	Iteration 11Q: 3 clusters Score -373707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -373714.218750 Penalty: 2668.290283
	Iteration 12Q: 3 clusters Score -373714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -373718.781250 Penalty: 2668.290283
	Iteration 13Q: 3 clusters Score -373718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -373721.593750 Penalty: 2668.290283
	Iteration 14Q: 3 clusters Score -373721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -373723.093750 Penalty: 2668.290283
	Iteration 15Q: 3 clusters Score -373723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -373725.906250 Penalty: 2668.290283
	Iteration 16Q: 3 clusters Score -373725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -373728.281250 Penalty: 2668.290283
	Iteration 17Q: 3 clusters Score -373728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -373730.656250 Penalty: 2668.290283
	Iteration 18Q: 3 clusters Score -373730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -373731.687500 Penalty: 2668.290283
	Iteration 19Q: 3 clusters Score -373731.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -373731.687500 Penalty: 2668.290283
	Iteration 20F: 3 clusters Score -373731.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Entering Unmasked Estep 
Score: -5970844.500000 Penalty: 1771.907471
	Iteration 0F: 2 clusters Score -5970844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5934289.500000 Penalty: 3543.814941
	Iteration 0F: 3 clusters Score -5934290 nChanged 25722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -5949139.500000 Penalty: 3543.814941
	Iteration 1F: 3 clusters Score -5949140 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -5949663.500000 Penalty: 3543.814941
	Iteration 2Q: 3 clusters Score -5949664 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -5950139.000000 Penalty: 3543.814941
	Iteration 3Q: 3 clusters Score -5950139 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -5950735.500000 Penalty: 3543.814941
	Iteration 4Q: 3 clusters Score -5950736 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5951567.500000 Penalty: 3543.814941
	Iteration 5Q: 3 clusters Score -5951568 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -5952725.000000 Penalty: 3543.814941
	Iteration 6Q: 3 clusters Score -5952725 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -5954594.000000 Penalty: 3543.814941
	Iteration 7F: 3 clusters Score -5954594 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -5957193.500000 Penalty: 3543.814941
	Iteration 8F: 3 clusters Score -5957194 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -5960301.000000 Penalty: 3543.814941
	Iteration 9F: 3 clusters Score -5960301 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -5962756.500000 Penalty: 3543.814941
	Iteration 10F: 3 clusters Score -5962756 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -5963985.000000 Penalty: 3543.814941
	Iteration 11Q: 3 clusters Score -5963985 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -5964705.000000 Penalty: 3543.814941
	Iteration 12Q: 3 clusters Score -5964705 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5965186.500000 Penalty: 3543.814941
	Iteration 13Q: 3 clusters Score -5965186 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5965653.000000 Penalty: 3543.814941
	Iteration 14Q: 3 clusters Score -5965653 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -5966047.000000 Penalty: 3543.814941
	Iteration 15Q: 3 clusters Score -5966047 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5966410.000000 Penalty: 3543.814941
	Iteration 16Q: 3 clusters Score -5966410 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -5966752.500000 Penalty: 3543.814941
	Iteration 17Q: 3 clusters Score -5966752 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -5967057.500000 Penalty: 3543.814941
	Iteration 18Q: 3 clusters Score -5967058 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -5967261.500000 Penalty: 3543.814941
	Iteration 19Q: 3 clusters Score -5967262 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -5967509.000000 Penalty: 3543.814941
	Iteration 20F: 3 clusters Score -5967509 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -5967706.500000 Penalty: 3543.814941
	Iteration 21Q: 3 clusters Score -5967706 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -5967879.500000 Penalty: 3543.814941
	Iteration 22Q: 3 clusters Score -5967880 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -5968043.000000 Penalty: 3543.814941
	Iteration 23Q: 3 clusters Score -5968043 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -5968169.500000 Penalty: 3543.814941
	Iteration 24Q: 3 clusters Score -5968170 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -5968279.500000 Penalty: 3543.814941
	Iteration 25Q: 3 clusters Score -5968280 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -5968387.000000 Penalty: 3543.814941
	Iteration 26Q: 3 clusters Score -5968387 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -5968493.000000 Penalty: 3543.814941
	Iteration 27Q: 3 clusters Score -5968493 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -5968593.500000 Penalty: 3543.814941
	Iteration 28Q: 3 clusters Score -5968594 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -5968632.000000 Penalty: 3543.814941
	Iteration 29Q: 3 clusters Score -5968632 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -5968713.000000 Penalty: 3543.814941
	Iteration 30Q: 3 clusters Score -5968713 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -5968790.000000 Penalty: 3543.814941
	Iteration 31Q: 3 clusters Score -5968790 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -5968839.000000 Penalty: 3543.814941
	Iteration 32Q: 3 clusters Score -5968839 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -5968908.500000 Penalty: 3543.814941
	Iteration 33Q: 3 clusters Score -5968908 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -5968928.500000 Penalty: 3543.814941
	Iteration 34Q: 3 clusters Score -5968928 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -5968952.000000 Penalty: 3543.814941
	Iteration 35Q: 3 clusters Score -5968952 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -5968986.500000 Penalty: 3543.814941
	Iteration 36Q: 3 clusters Score -5968986 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -5969011.000000 Penalty: 3543.814941
	Iteration 37Q: 3 clusters Score -5969011 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -5969051.500000 Penalty: 3543.814941
	Iteration 38Q: 3 clusters Score -5969052 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -5969080.500000 Penalty: 3543.814941
	Iteration 39Q: 3 clusters Score -5969080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -5969126.500000 Penalty: 3543.814941
	Iteration 40F: 3 clusters Score -5969126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -5969169.000000 Penalty: 3543.814941
	Iteration 41Q: 3 clusters Score -5969169 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -5969195.000000 Penalty: 3543.814941
	Iteration 42Q: 3 clusters Score -5969195 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -5969209.000000 Penalty: 3543.814941
	Iteration 43Q: 3 clusters Score -5969209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -5969223.500000 Penalty: 3543.814941
	Iteration 44Q: 3 clusters Score -5969224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -5969239.000000 Penalty: 3543.814941
	Iteration 45Q: 3 clusters Score -5969239 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -5969272.000000 Penalty: 3543.814941
	Iteration 46Q: 3 clusters Score -5969272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -5969292.500000 Penalty: 3543.814941
	Iteration 47Q: 3 clusters Score -5969292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -5969320.500000 Penalty: 3543.814941
	Iteration 48Q: 3 clusters Score -5969320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -5969350.500000 Penalty: 3543.814941
	Iteration 49Q: 3 clusters Score -5969350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -5969364.000000 Penalty: 3543.814941
	Iteration 50Q: 3 clusters Score -5969364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -5969388.000000 Penalty: 3543.814941
	Iteration 51Q: 3 clusters Score -5969388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -5969405.000000 Penalty: 3543.814941
	Iteration 52Q: 3 clusters Score -5969405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -5969413.500000 Penalty: 3543.814941
	Iteration 53Q: 3 clusters Score -5969414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -5969435.000000 Penalty: 3543.814941
	Iteration 54Q: 3 clusters Score -5969435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -5969446.500000 Penalty: 3543.814941
	Iteration 55Q: 3 clusters Score -5969446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -5969440.500000 Penalty: 3543.814941
	Iteration 56Q: 3 clusters Score -5969440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -5969461.000000 Penalty: 3543.814941
	Iteration 57Q: 3 clusters Score -5969461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -5969469.500000 Penalty: 3543.814941
	Iteration 58Q: 3 clusters Score -5969470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -5969473.000000 Penalty: 3543.814941
	Iteration 59Q: 3 clusters Score -5969473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -5969492.000000 Penalty: 3543.814941
	Iteration 60F: 3 clusters Score -5969492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -5969500.500000 Penalty: 3543.814941
	Iteration 61Q: 3 clusters Score -5969500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -5969504.000000 Penalty: 3543.814941
	Iteration 62Q: 3 clusters Score -5969504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -5969519.500000 Penalty: 3543.814941
	Iteration 63Q: 3 clusters Score -5969520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -5969527.000000 Penalty: 3543.814941
	Iteration 64Q: 3 clusters Score -5969527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -5969528.500000 Penalty: 3543.814941
	Iteration 65Q: 3 clusters Score -5969528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -5969544.500000 Penalty: 3543.814941
	Iteration 66Q: 3 clusters Score -5969544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -5969560.500000 Penalty: 3543.814941
	Iteration 67Q: 3 clusters Score -5969560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -5969568.500000 Penalty: 3543.814941
	Iteration 68Q: 3 clusters Score -5969568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -5969580.000000 Penalty: 3543.814941
	Iteration 69Q: 3 clusters Score -5969580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -5969597.500000 Penalty: 3543.814941
	Iteration 70Q: 3 clusters Score -5969598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -5969600.000000 Penalty: 3543.814941
	Iteration 71Q: 3 clusters Score -5969600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -5969600.500000 Penalty: 3543.814941
	Iteration 72Q: 3 clusters Score -5969600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -5969598.500000 Penalty: 3543.814941
	Iteration 73Q: 3 clusters Score -5969598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -5969608.000000 Penalty: 3543.814941
	Iteration 74Q: 3 clusters Score -5969608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -5969607.000000 Penalty: 3543.814941
	Iteration 75Q: 3 clusters Score -5969607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -5969607.500000 Penalty: 3543.814941
	Iteration 76Q: 3 clusters Score -5969608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -5969603.500000 Penalty: 3543.814941
	Iteration 77Q: 3 clusters Score -5969604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -5969606.500000 Penalty: 3543.814941
	Iteration 78Q: 3 clusters Score -5969606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -5969604.000000 Penalty: 3543.814941
	Iteration 79Q: 3 clusters Score -5969604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -5969604.000000 Penalty: 3543.814941
	Iteration 80F: 3 clusters Score -5969604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -5969605.500000 Penalty: 3543.814941
	Iteration 81Q: 3 clusters Score -5969606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -5969602.000000 Penalty: 3543.814941
	Iteration 82Q: 3 clusters Score -5969602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -5969602.000000 Penalty: 3543.814941
	Iteration 83F: 3 clusters Score -5969602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176463 members 
Entering Unmasked Estep 
Score: -19140002.000000 Penalty: 1963.140869
	Iteration 0F: 2 clusters Score -1.914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -19024352.000000 Penalty: 3926.281738
	Iteration 0F: 3 clusters Score -1.902435e+07 nChanged 85286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -19074896.000000 Penalty: 3926.281738
	Iteration 1F: 3 clusters Score -1.90749e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -19075764.000000 Penalty: 3926.281738
	Iteration 2Q: 3 clusters Score -1.907576e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -19077014.000000 Penalty: 3926.281738
	Iteration 3Q: 3 clusters Score -1.907701e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -19078444.000000 Penalty: 3926.281738
	Iteration 4Q: 3 clusters Score -1.907844e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -19080464.000000 Penalty: 3926.281738
	Iteration 5Q: 3 clusters Score -1.908046e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -19083844.000000 Penalty: 3926.281738
	Iteration 6Q: 3 clusters Score -1.908384e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94296 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -19089062.000000 Penalty: 3926.281738
	Iteration 7F: 3 clusters Score -1.908906e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95172 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -19097072.000000 Penalty: 3926.281738
	Iteration 8F: 3 clusters Score -1.909707e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -19104768.000000 Penalty: 3926.281738
	Iteration 9F: 3 clusters Score -1.910477e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -19109074.000000 Penalty: 3926.281738
	Iteration 10F: 3 clusters Score -1.910907e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -19110030.000000 Penalty: 3926.281738
	Iteration 11Q: 3 clusters Score -1.911003e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -19110214.000000 Penalty: 3926.281738
	Iteration 12Q: 3 clusters Score -1.911021e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -19110394.000000 Penalty: 3926.281738
	Iteration 13Q: 3 clusters Score -1.911039e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -19110480.000000 Penalty: 3926.281738
	Iteration 14Q: 3 clusters Score -1.911048e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -19110466.000000 Penalty: 3926.281738
	Iteration 15Q: 3 clusters Score -1.911047e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -19110456.000000 Penalty: 3926.281738
	Iteration 16Q: 3 clusters Score -1.911046e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -19110506.000000 Penalty: 3926.281738
	Iteration 17Q: 3 clusters Score -1.911051e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -19110572.000000 Penalty: 3926.281738
	Iteration 18Q: 3 clusters Score -1.911057e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94525 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -19110700.000000 Penalty: 3926.281738
	Iteration 19Q: 3 clusters Score -1.91107e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94258 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -19110762.000000 Penalty: 3926.281738
	Iteration 20F: 3 clusters Score -1.911076e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -19110890.000000 Penalty: 3926.281738
	Iteration 21Q: 3 clusters Score -1.911089e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -19110988.000000 Penalty: 3926.281738
	Iteration 22Q: 3 clusters Score -1.911099e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -19111162.000000 Penalty: 3926.281738
	Iteration 23Q: 3 clusters Score -1.911116e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -19111242.000000 Penalty: 3926.281738
	Iteration 24Q: 3 clusters Score -1.911124e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -19111358.000000 Penalty: 3926.281738
	Iteration 25Q: 3 clusters Score -1.911136e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -19111562.000000 Penalty: 3926.281738
	Iteration 26Q: 3 clusters Score -1.911156e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92407 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -19111706.000000 Penalty: 3926.281738
	Iteration 27Q: 3 clusters Score -1.911171e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92190 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -19111770.000000 Penalty: 3926.281738
	Iteration 28Q: 3 clusters Score -1.911177e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -19111906.000000 Penalty: 3926.281738
	Iteration 29Q: 3 clusters Score -1.911191e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -19112102.000000 Penalty: 3926.281738
	Iteration 30Q: 3 clusters Score -1.91121e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -19112274.000000 Penalty: 3926.281738
	Iteration 31Q: 3 clusters Score -1.911227e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -19112582.000000 Penalty: 3926.281738
	Iteration 32Q: 3 clusters Score -1.911258e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -19112876.000000 Penalty: 3926.281738
	Iteration 33Q: 3 clusters Score -1.911288e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -19113262.000000 Penalty: 3926.281738
	Iteration 34Q: 3 clusters Score -1.911326e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 86380 members 
Entering Unmasked Estep 
Score: -19113656.000000 Penalty: 3926.281738
	Iteration 35Q: 3 clusters Score -1.911366e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -19113992.000000 Penalty: 3926.281738
	Iteration 36Q: 3 clusters Score -1.911399e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -19114290.000000 Penalty: 3926.281738
	Iteration 37Q: 3 clusters Score -1.911429e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 87228 members 
Entering Unmasked Estep 
Score: -19114732.000000 Penalty: 3926.281738
	Iteration 38Q: 3 clusters Score -1.911473e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -19115332.000000 Penalty: 3926.281738
	Iteration 39Q: 3 clusters Score -1.911533e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -19116038.000000 Penalty: 3926.281738
	Iteration 40F: 3 clusters Score -1.911604e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -19116748.000000 Penalty: 3926.281738
	Iteration 41Q: 3 clusters Score -1.911675e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 87850 members 
Entering Unmasked Estep 
Score: -19117652.000000 Penalty: 3926.281738
	Iteration 42Q: 3 clusters Score -1.911765e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -19118712.000000 Penalty: 3926.281738
	Iteration 43Q: 3 clusters Score -1.911871e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -19120148.000000 Penalty: 3926.281738
	Iteration 44Q: 3 clusters Score -1.912015e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -19121782.000000 Penalty: 3926.281738
	Iteration 45Q: 3 clusters Score -1.912178e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -19123306.000000 Penalty: 3926.281738
	Iteration 46Q: 3 clusters Score -1.912331e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -19124826.000000 Penalty: 3926.281738
	Iteration 47Q: 3 clusters Score -1.912483e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -19126230.000000 Penalty: 3926.281738
	Iteration 48Q: 3 clusters Score -1.912623e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -19127480.000000 Penalty: 3926.281738
	Iteration 49Q: 3 clusters Score -1.912748e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -19128372.000000 Penalty: 3926.281738
	Iteration 50Q: 3 clusters Score -1.912837e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -19128982.000000 Penalty: 3926.281738
	Iteration 51Q: 3 clusters Score -1.912898e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -19129506.000000 Penalty: 3926.281738
	Iteration 52Q: 3 clusters Score -1.912951e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -19129964.000000 Penalty: 3926.281738
	Iteration 53Q: 3 clusters Score -1.912996e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -19130266.000000 Penalty: 3926.281738
	Iteration 54Q: 3 clusters Score -1.913027e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -19130386.000000 Penalty: 3926.281738
	Iteration 55Q: 3 clusters Score -1.913039e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -19130500.000000 Penalty: 3926.281738
	Iteration 56Q: 3 clusters Score -1.91305e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -19130648.000000 Penalty: 3926.281738
	Iteration 57Q: 3 clusters Score -1.913065e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -19130698.000000 Penalty: 3926.281738
	Iteration 58Q: 3 clusters Score -1.91307e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -19130758.000000 Penalty: 3926.281738
	Iteration 59Q: 3 clusters Score -1.913076e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -19130962.000000 Penalty: 3926.281738
	Iteration 60F: 3 clusters Score -1.913096e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -19130988.000000 Penalty: 3926.281738
	Iteration 61Q: 3 clusters Score -1.913099e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -19131024.000000 Penalty: 3926.281738
	Iteration 62Q: 3 clusters Score -1.913102e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -19131036.000000 Penalty: 3926.281738
	Iteration 63Q: 3 clusters Score -1.913104e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -19131046.000000 Penalty: 3926.281738
	Iteration 64Q: 3 clusters Score -1.913105e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -19130994.000000 Penalty: 3926.281738
	Iteration 65Q: 3 clusters Score -1.913099e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93847 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -19131010.000000 Penalty: 3926.281738
	Iteration 66Q: 3 clusters Score -1.913101e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -19131012.000000 Penalty: 3926.281738
	Iteration 67Q: 3 clusters Score -1.913101e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -19130978.000000 Penalty: 3926.281738
	Iteration 68Q: 3 clusters Score -1.913098e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -19131014.000000 Penalty: 3926.281738
	Iteration 69Q: 3 clusters Score -1.913101e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94508 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -19131040.000000 Penalty: 3926.281738
	Iteration 70Q: 3 clusters Score -1.913104e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -19131080.000000 Penalty: 3926.281738
	Iteration 71Q: 3 clusters Score -1.913108e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -19131076.000000 Penalty: 3926.281738
	Iteration 72Q: 3 clusters Score -1.913108e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94898 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -19131058.000000 Penalty: 3926.281738
	Iteration 73Q: 3 clusters Score -1.913106e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -19131078.000000 Penalty: 3926.281738
	Iteration 74Q: 3 clusters Score -1.913108e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -19131072.000000 Penalty: 3926.281738
	Iteration 75Q: 3 clusters Score -1.913107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -19131068.000000 Penalty: 3926.281738
	Iteration 76Q: 3 clusters Score -1.913107e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -19131088.000000 Penalty: 3926.281738
	Iteration 77Q: 3 clusters Score -1.913109e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -19131098.000000 Penalty: 3926.281738
	Iteration 78Q: 3 clusters Score -1.91311e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -19131102.000000 Penalty: 3926.281738
	Iteration 79Q: 3 clusters Score -1.91311e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -19131084.000000 Penalty: 3926.281738
	Iteration 80F: 3 clusters Score -1.913108e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -19131062.000000 Penalty: 3926.281738
	Iteration 81Q: 3 clusters Score -1.913106e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 80703 members 
Entering Unmasked Estep 
Score: -19131080.000000 Penalty: 3926.281738
	Iteration 82Q: 3 clusters Score -1.913108e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -19131078.000000 Penalty: 3926.281738
	Iteration 83Q: 3 clusters Score -1.913108e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -19131090.000000 Penalty: 3926.281738
	Iteration 84Q: 3 clusters Score -1.913109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -19131096.000000 Penalty: 3926.281738
	Iteration 85Q: 3 clusters Score -1.91311e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -19131098.000000 Penalty: 3926.281738
	Iteration 86Q: 3 clusters Score -1.91311e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -19131100.000000 Penalty: 3926.281738
	Iteration 87Q: 3 clusters Score -1.91311e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -19131128.000000 Penalty: 3926.281738
	Iteration 88Q: 3 clusters Score -1.913113e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
Score: -19131122.000000 Penalty: 3926.281738
	Iteration 89Q: 3 clusters Score -1.913112e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -19131132.000000 Penalty: 3926.281738
	Iteration 90Q: 3 clusters Score -1.913113e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -19131132.000000 Penalty: 3926.281738
	Iteration 91Q: 3 clusters Score -1.913113e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -19131122.000000 Penalty: 3926.281738
	Iteration 92Q: 3 clusters Score -1.913112e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -19131118.000000 Penalty: 3926.281738
	Iteration 93Q: 3 clusters Score -1.913112e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -19131108.000000 Penalty: 3926.281738
	Iteration 94Q: 3 clusters Score -1.913111e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -19131100.000000 Penalty: 3926.281738
	Iteration 95Q: 3 clusters Score -1.91311e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -19131114.000000 Penalty: 3926.281738
	Iteration 96Q: 3 clusters Score -1.913111e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -19131092.000000 Penalty: 3926.281738
	Iteration 97Q: 3 clusters Score -1.913109e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -19131094.000000 Penalty: 3926.281738
	Iteration 98Q: 3 clusters Score -1.913109e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -19131094.000000 Penalty: 3926.281738
	Iteration 99Q: 3 clusters Score -1.913109e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -19131092.000000 Penalty: 3926.281738
	Iteration 100F: 3 clusters Score -1.913109e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -19131062.000000 Penalty: 3926.281738
	Iteration 101Q: 3 clusters Score -1.913106e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -19131076.000000 Penalty: 3926.281738
	Iteration 102Q: 3 clusters Score -1.913108e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -19131078.000000 Penalty: 3926.281738
	Iteration 103Q: 3 clusters Score -1.913108e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -19131098.000000 Penalty: 3926.281738
	Iteration 104Q: 3 clusters Score -1.91311e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -19131114.000000 Penalty: 3926.281738
	Iteration 105Q: 3 clusters Score -1.913111e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -19131150.000000 Penalty: 3926.281738
	Iteration 106Q: 3 clusters Score -1.913115e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -19131142.000000 Penalty: 3926.281738
	Iteration 107Q: 3 clusters Score -1.913114e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -19131124.000000 Penalty: 3926.281738
	Iteration 108Q: 3 clusters Score -1.913112e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -19131108.000000 Penalty: 3926.281738
	Iteration 109Q: 3 clusters Score -1.913111e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -19131130.000000 Penalty: 3926.281738
	Iteration 110Q: 3 clusters Score -1.913113e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -19131142.000000 Penalty: 3926.281738
	Iteration 111Q: 3 clusters Score -1.913114e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -19131156.000000 Penalty: 3926.281738
	Iteration 112Q: 3 clusters Score -1.913116e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -19131138.000000 Penalty: 3926.281738
	Iteration 113Q: 3 clusters Score -1.913114e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98288 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -19131142.000000 Penalty: 3926.281738
	Iteration 114Q: 3 clusters Score -1.913114e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -19131132.000000 Penalty: 3926.281738
	Iteration 115Q: 3 clusters Score -1.913113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -19131148.000000 Penalty: 3926.281738
	Iteration 116Q: 3 clusters Score -1.913115e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -19131138.000000 Penalty: 3926.281738
	Iteration 117Q: 3 clusters Score -1.913114e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98457 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -19131140.000000 Penalty: 3926.281738
	Iteration 118Q: 3 clusters Score -1.913114e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98495 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -19131146.000000 Penalty: 3926.281738
	Iteration 119Q: 3 clusters Score -1.913115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -19131136.000000 Penalty: 3926.281738
	Iteration 120F: 3 clusters Score -1.913114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -19131142.000000 Penalty: 3926.281738
	Iteration 121Q: 3 clusters Score -1.913114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98567 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -19131132.000000 Penalty: 3926.281738
	Iteration 122Q: 3 clusters Score -1.913113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -19131120.000000 Penalty: 3926.281738
	Iteration 123Q: 3 clusters Score -1.913112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98614 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -19131130.000000 Penalty: 3926.281738
	Iteration 124Q: 3 clusters Score -1.913113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -19131134.000000 Penalty: 3926.281738
	Iteration 125Q: 3 clusters Score -1.913113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -19131134.000000 Penalty: 3926.281738
	Iteration 126Q: 3 clusters Score -1.913113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -19131132.000000 Penalty: 3926.281738
	Iteration 127Q: 3 clusters Score -1.913113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -19131132.000000 Penalty: 3926.281738
	Iteration 128Q: 3 clusters Score -1.913113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -19131136.000000 Penalty: 3926.281738
	Iteration 129Q: 3 clusters Score -1.913114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -19131132.000000 Penalty: 3926.281738
	Iteration 130Q: 3 clusters Score -1.913113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -19131126.000000 Penalty: 3926.281738
	Iteration 131Q: 3 clusters Score -1.913113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -19131120.000000 Penalty: 3926.281738
	Iteration 132Q: 3 clusters Score -1.913112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -19131112.000000 Penalty: 3926.281738
	Iteration 133Q: 3 clusters Score -1.913111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -19131122.000000 Penalty: 3926.281738
	Iteration 134Q: 3 clusters Score -1.913112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -19131124.000000 Penalty: 3926.281738
	Iteration 135Q: 3 clusters Score -1.913112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -19131120.000000 Penalty: 3926.281738
	Iteration 136Q: 3 clusters Score -1.913112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98719 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -19131128.000000 Penalty: 3926.281738
	Iteration 137Q: 3 clusters Score -1.913113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -19131122.000000 Penalty: 3926.281738
	Iteration 138Q: 3 clusters Score -1.913112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -19131116.000000 Penalty: 3926.281738
	Iteration 139Q: 3 clusters Score -1.913112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -19131118.000000 Penalty: 3926.281738
	Iteration 140F: 3 clusters Score -1.913112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -19131134.000000 Penalty: 3926.281738
	Iteration 141Q: 3 clusters Score -1.913113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98749 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -19131126.000000 Penalty: 3926.281738
	Iteration 142Q: 3 clusters Score -1.913113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -19131124.000000 Penalty: 3926.281738
	Iteration 143Q: 3 clusters Score -1.913112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -19131118.000000 Penalty: 3926.281738
	Iteration 144Q: 3 clusters Score -1.913112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -19131118.000000 Penalty: 3926.281738
	Iteration 145F: 3 clusters Score -1.913112e+07 nChanged 0
--- Evaluating fit on full set of 2650478 points ---
Entering Unmasked Estep 
Score: -281039264.000000 Penalty: 36051.234375
24->16 Clusters: Score -281039264.000000, best is -282345184.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 883492 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 36384 members 
Mstep: Class 3 contains 36820 members 
Mstep: Class 4 contains 36975 members 
Mstep: Class 5 contains 36647 members 
Mstep: Class 6 contains 36782 members 
Mstep: Class 7 contains 36836 members 
Mstep: Class 8 contains 36843 members 
Mstep: Class 9 contains 36808 members 
Mstep: Class 10 contains 37014 members 
Mstep: Class 11 contains 36818 members 
Mstep: Class 12 contains 37001 members 
Mstep: Class 13 contains 36760 members 
Mstep: Class 14 contains 36640 members 
Mstep: Class 15 contains 36897 members 
Mstep: Class 16 contains 37001 members 
Mstep: Class 17 contains 36807 members 
Mstep: Class 18 contains 36984 members 
Mstep: Class 19 contains 36766 members 
Mstep: Class 20 contains 36790 members 
Mstep: Class 21 contains 37065 members 
Mstep: Class 22 contains 36794 members 
Mstep: Class 23 contains 36868 members 
Mstep: Class 24 contains 36520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 364.439758 but Gain 2224.890625
Score: -90688888.000000 Penalty: 51172.492188
Iteration 0F: 24 clusters Score -9.068889e+07 nChanged 843558
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 27030 members 
Mstep: Class 5 contains 33174 members 
Mstep: Class 6 contains 50894 members 
Mstep: Class 7 contains 33612 members 
Mstep: Class 8 contains 82666 members 
Mstep: Class 9 contains 15862 members 
Mstep: Class 10 contains 25382 members 
Mstep: Class 11 contains 70757 members 
Mstep: Class 12 contains 30950 members 
Mstep: Class 13 contains 28573 members 
Mstep: Class 14 contains 66224 members 
Mstep: Class 15 contains 33256 members 
Mstep: Class 16 contains 17592 members 
Mstep: Class 17 contains 24185 members 
Mstep: Class 18 contains 20303 members 
Mstep: Class 19 contains 93828 members 
Mstep: Class 20 contains 91191 members 
Mstep: Class 21 contains 25911 members 
Mstep: Class 22 contains 25432 members 
Mstep: Class 23 contains 23702 members 
Mstep: Class 24 contains 19983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -92661304.000000 Penalty: 51172.492188
Iteration 1F: 24 clusters Score -9.26613e+07 nChanged 305666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 3 contains 13392 members 
Mstep: Class 4 contains 25601 members 
Mstep: Class 5 contains 40232 members 
Mstep: Class 6 contains 53501 members 
Mstep: Class 7 contains 28377 members 
Mstep: Class 8 contains 91765 members 
Mstep: Class 9 contains 9563 members 
Mstep: Class 10 contains 18617 members 
Mstep: Class 11 contains 67465 members 
Mstep: Class 12 contains 24475 members 
Mstep: Class 13 contains 19586 members 
Mstep: Class 14 contains 63395 members 
Mstep: Class 15 contains 40324 members 
Mstep: Class 16 contains 11385 members 
Mstep: Class 17 contains 18801 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 127207 members 
Mstep: Class 20 contains 112183 members 
Mstep: Class 21 contains 27226 members 
Mstep: Class 22 contains 19848 members 
Mstep: Class 23 contains 23598 members 
Mstep: Class 24 contains 16630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93037152.000000 Penalty: 51172.492188
Iteration 2F: 24 clusters Score -9.303715e+07 nChanged 202510
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 3 contains 9331 members 
Mstep: Class 4 contains 20285 members 
Mstep: Class 5 contains 37183 members 
Mstep: Class 6 contains 56616 members 
Mstep: Class 7 contains 21871 members 
Mstep: Class 8 contains 96579 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 74382 members 
Mstep: Class 12 contains 19233 members 
Mstep: Class 13 contains 11432 members 
Mstep: Class 14 contains 58870 members 
Mstep: Class 15 contains 36599 members 
Mstep: Class 16 contains 7976 members 
Mstep: Class 17 contains 15360 members 
Mstep: Class 18 contains 6922 members 
Mstep: Class 19 contains 174996 members 
Mstep: Class 20 contains 134373 members 
Mstep: Class 21 contains 24036 members 
Mstep: Class 22 contains 13938 members 
Mstep: Class 23 contains 18293 members 
Mstep: Class 24 contains 13451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93235272.000000 Penalty: 51172.492188
Iteration 3F: 24 clusters Score -9.323527e+07 nChanged 167063
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 13756 members 
Mstep: Class 5 contains 28470 members 
Mstep: Class 6 contains 55652 members 
Mstep: Class 7 contains 17192 members 
Mstep: Class 8 contains 98131 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 8768 members 
Mstep: Class 11 contains 84899 members 
Mstep: Class 12 contains 14347 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 51835 members 
Mstep: Class 15 contains 27719 members 
Mstep: Class 16 contains 5847 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 19 contains 227817 members 
Mstep: Class 20 contains 153894 members 
Mstep: Class 21 contains 19776 members 
Mstep: Class 22 contains 9244 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 9975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1447.309570 but Gain 2224.890625
Score: -93378440.000000 Penalty: 48947.601562
Iteration 4F: 23 clusters Score -9.337844e+07 nChanged 145901
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 19436 members 
Mstep: Class 6 contains 52280 members 
Mstep: Class 7 contains 14453 members 
Mstep: Class 8 contains 98526 members 
Mstep: Class 10 contains 5459 members 
Mstep: Class 11 contains 95425 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 5325 members 
Mstep: Class 14 contains 46476 members 
Mstep: Class 15 contains 18530 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 17280 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 265969 members 
Mstep: Class 20 contains 171421 members 
Mstep: Class 21 contains 16664 members 
Mstep: Class 22 contains 6235 members 
Mstep: Class 23 contains 8093 members 
Mstep: Class 24 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1033.292725 but Gain 2224.890625
Score: -93483600.000000 Penalty: 46722.710938
Iteration 5F: 22 clusters Score -9.34836e+07 nChanged 118380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 48349 members 
Mstep: Class 7 contains 12831 members 
Mstep: Class 8 contains 99842 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 106781 members 
Mstep: Class 12 contains 7242 members 
Mstep: Class 13 contains 4489 members 
Mstep: Class 14 contains 46641 members 
Mstep: Class 15 contains 12189 members 
Mstep: Class 16 contains 3466 members 
Mstep: Class 17 contains 19853 members 
Mstep: Class 19 contains 272154 members 
Mstep: Class 20 contains 190594 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 4894 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1967.692017 but Gain 2224.890625
Score: -93565512.000000 Penalty: 44497.820312
Iteration 6F: 21 clusters Score -9.356551e+07 nChanged 101149
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 3396 members 
Mstep: Class 5 contains 8405 members 
Mstep: Class 6 contains 44961 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 102060 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 118319 members 
Mstep: Class 12 contains 4779 members 
Mstep: Class 13 contains 3641 members 
Mstep: Class 14 contains 50053 members 
Mstep: Class 15 contains 8509 members 
Mstep: Class 16 contains 2976 members 
Mstep: Class 17 contains 22854 members 
Mstep: Class 19 contains 256057 members 
Mstep: Class 20 contains 213233 members 
Mstep: Class 21 contains 14488 members 
Mstep: Class 22 contains 4651 members 
Mstep: Class 23 contains 5260 members 
Mstep: Class 24 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1449.869141 but Gain 2224.890625
Score: -93634160.000000 Penalty: 42272.929688
Iteration 7F: 20 clusters Score -9.363416e+07 nChanged 85448
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 3 contains 1928 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 6 contains 42451 members 
Mstep: Class 7 contains 10505 members 
Mstep: Class 8 contains 104556 members 
Mstep: Class 11 contains 127181 members 
Mstep: Class 12 contains 2973 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 53519 members 
Mstep: Class 15 contains 6320 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 26067 members 
Mstep: Class 19 contains 230758 members 
Mstep: Class 20 contains 236200 members 
Mstep: Class 21 contains 14694 members 
Mstep: Class 22 contains 5205 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1664.799561 but Gain 2224.890625
Score: -93686600.000000 Penalty: 40048.039062
Iteration 8F: 19 clusters Score -9.36866e+07 nChanged 69357
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 40900 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 107429 members 
Mstep: Class 11 contains 133309 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 56086 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 29147 members 
Mstep: Class 19 contains 206091 members 
Mstep: Class 20 contains 254859 members 
Mstep: Class 21 contains 15682 members 
Mstep: Class 22 contains 6168 members 
Mstep: Class 23 contains 5242 members 
Mstep: Class 24 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1203.545166 but Gain 2224.890625
Score: -93727448.000000 Penalty: 37823.148438
Iteration 9F: 18 clusters Score -9.372745e+07 nChanged 53319
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 40097 members 
Mstep: Class 7 contains 8373 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 11 contains 136916 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 57743 members 
Mstep: Class 15 contains 4124 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 31902 members 
Mstep: Class 19 contains 186403 members 
Mstep: Class 20 contains 267648 members 
Mstep: Class 21 contains 17064 members 
Mstep: Class 22 contains 7313 members 
Mstep: Class 23 contains 5584 members 
Mstep: Class 24 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1645.036377 but Gain 2224.890625
Score: -93754832.000000 Penalty: 35598.257812
Iteration 10F: 17 clusters Score -9.375483e+07 nChanged 40035
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 5 contains 1810 members 
Mstep: Class 6 contains 39584 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 113302 members 
Mstep: Class 11 contains 139014 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 58816 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 34122 members 
Mstep: Class 19 contains 174388 members 
Mstep: Class 20 contains 272639 members 
Mstep: Class 21 contains 18536 members 
Mstep: Class 22 contains 8463 members 
Mstep: Class 23 contains 6230 members 
Mstep: Class 24 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1524.357788 but Gain 2224.890625
Score: -93771768.000000 Penalty: 33373.367188
Iteration 11Q: 16 clusters Score -9.377177e+07 nChanged 31653
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 6 contains 39343 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 116253 members 
Mstep: Class 11 contains 140162 members 
Mstep: Class 13 contains 856 members 
Mstep: Class 14 contains 59499 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 35757 members 
Mstep: Class 19 contains 168326 members 
Mstep: Class 20 contains 272189 members 
Mstep: Class 21 contains 20100 members 
Mstep: Class 22 contains 9613 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1868.070190 but Gain 2224.892578
Score: -93783728.000000 Penalty: 31148.474609
Iteration 12Q: 15 clusters Score -9.378373e+07 nChanged 27115
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 6 contains 39242 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 8 contains 119298 members 
Mstep: Class 11 contains 141019 members 
Mstep: Class 13 contains 793 members 
Mstep: Class 14 contains 59973 members 
Mstep: Class 15 contains 2609 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 37031 members 
Mstep: Class 19 contains 165945 members 
Mstep: Class 20 contains 268319 members 
Mstep: Class 21 contains 21446 members 
Mstep: Class 22 contains 10597 members 
Mstep: Class 23 contains 7730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93791864.000000 Penalty: 31148.474609
Iteration 13Q: 15 clusters Score -9.379186e+07 nChanged 23151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 6 contains 39207 members 
Mstep: Class 7 contains 6390 members 
Mstep: Class 8 contains 122364 members 
Mstep: Class 11 contains 141684 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 60410 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 38017 members 
Mstep: Class 19 contains 165220 members 
Mstep: Class 20 contains 261911 members 
Mstep: Class 21 contains 22690 members 
Mstep: Class 22 contains 11176 members 
Mstep: Class 23 contains 8540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93796360.000000 Penalty: 31148.474609
Iteration 14Q: 15 clusters Score -9.379636e+07 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 6 contains 39286 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 8 contains 125518 members 
Mstep: Class 11 contains 142151 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 60854 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 2852 members 
Mstep: Class 17 contains 38738 members 
Mstep: Class 19 contains 165696 members 
Mstep: Class 20 contains 254634 members 
Mstep: Class 21 contains 23825 members 
Mstep: Class 22 contains 11605 members 
Mstep: Class 23 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93800624.000000 Penalty: 31148.474609
Iteration 15Q: 15 clusters Score -9.380062e+07 nChanged 18268
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 6 contains 39384 members 
Mstep: Class 7 contains 5971 members 
Mstep: Class 8 contains 128879 members 
Mstep: Class 11 contains 142714 members 
Mstep: Class 13 contains 703 members 
Mstep: Class 14 contains 61356 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 39287 members 
Mstep: Class 19 contains 166603 members 
Mstep: Class 20 contains 246890 members 
Mstep: Class 21 contains 24881 members 
Mstep: Class 22 contains 11835 members 
Mstep: Class 23 contains 10287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93803808.000000 Penalty: 31148.474609
Iteration 16Q: 15 clusters Score -9.380381e+07 nChanged 16544
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 6 contains 39494 members 
Mstep: Class 7 contains 5830 members 
Mstep: Class 8 contains 132493 members 
Mstep: Class 11 contains 143207 members 
Mstep: Class 13 contains 692 members 
Mstep: Class 14 contains 61746 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 2872 members 
Mstep: Class 17 contains 39686 members 
Mstep: Class 19 contains 167857 members 
Mstep: Class 20 contains 238951 members 
Mstep: Class 21 contains 25914 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 11179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93805928.000000 Penalty: 31148.474609
Iteration 17Q: 15 clusters Score -9.380593e+07 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 6 contains 39606 members 
Mstep: Class 7 contains 5726 members 
Mstep: Class 8 contains 136311 members 
Mstep: Class 11 contains 143744 members 
Mstep: Class 13 contains 685 members 
Mstep: Class 14 contains 62184 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 39963 members 
Mstep: Class 19 contains 169169 members 
Mstep: Class 20 contains 230883 members 
Mstep: Class 21 contains 26890 members 
Mstep: Class 22 contains 11864 members 
Mstep: Class 23 contains 12063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2208.830566 but Gain 2224.890625
Score: -93808544.000000 Penalty: 28923.583984
Iteration 18Q: 14 clusters Score -9.380854e+07 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 6 contains 39742 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 140397 members 
Mstep: Class 11 contains 144349 members 
Mstep: Class 13 contains 685 members 
Mstep: Class 14 contains 62621 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 40198 members 
Mstep: Class 19 contains 170737 members 
Mstep: Class 20 contains 223386 members 
Mstep: Class 21 contains 27802 members 
Mstep: Class 22 contains 11816 members 
Mstep: Class 23 contains 13267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93812448.000000 Penalty: 28923.583984
Iteration 19Q: 14 clusters Score -9.381245e+07 nChanged 14026
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 6 contains 39894 members 
Mstep: Class 7 contains 5533 members 
Mstep: Class 8 contains 144444 members 
Mstep: Class 11 contains 144825 members 
Mstep: Class 13 contains 688 members 
Mstep: Class 14 contains 62985 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 17 contains 40422 members 
Mstep: Class 19 contains 171670 members 
Mstep: Class 20 contains 215614 members 
Mstep: Class 21 contains 28588 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 14282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93816304.000000 Penalty: 28923.583984
Iteration 20F: 14 clusters Score -9.38163e+07 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 39992 members 
Mstep: Class 7 contains 5456 members 
Mstep: Class 8 contains 148480 members 
Mstep: Class 11 contains 145243 members 
Mstep: Class 13 contains 860 members 
Mstep: Class 14 contains 63354 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 40570 members 
Mstep: Class 19 contains 172466 members 
Mstep: Class 20 contains 207973 members 
Mstep: Class 21 contains 29269 members 
Mstep: Class 22 contains 11553 members 
Mstep: Class 23 contains 15457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93818944.000000 Penalty: 28923.583984
Iteration 21Q: 14 clusters Score -9.381894e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40099 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 152513 members 
Mstep: Class 11 contains 145591 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 63671 members 
Mstep: Class 16 contains 2787 members 
Mstep: Class 17 contains 40767 members 
Mstep: Class 19 contains 173048 members 
Mstep: Class 20 contains 200779 members 
Mstep: Class 21 contains 29831 members 
Mstep: Class 22 contains 11408 members 
Mstep: Class 23 contains 16675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93821384.000000 Penalty: 28923.583984
Iteration 22Q: 14 clusters Score -9.382138e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40224 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 156501 members 
Mstep: Class 11 contains 145740 members 
Mstep: Class 13 contains 922 members 
Mstep: Class 14 contains 63945 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 40968 members 
Mstep: Class 19 contains 173339 members 
Mstep: Class 20 contains 194229 members 
Mstep: Class 21 contains 30312 members 
Mstep: Class 22 contains 11245 members 
Mstep: Class 23 contains 17920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93823480.000000 Penalty: 28923.583984
Iteration 23Q: 14 clusters Score -9.382348e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40332 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 160281 members 
Mstep: Class 11 contains 145635 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 14 contains 64103 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 17 contains 41138 members 
Mstep: Class 19 contains 173521 members 
Mstep: Class 20 contains 188615 members 
Mstep: Class 21 contains 30731 members 
Mstep: Class 22 contains 11048 members 
Mstep: Class 23 contains 19098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93825856.000000 Penalty: 28923.583984
Iteration 24Q: 14 clusters Score -9.382586e+07 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40445 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 163738 members 
Mstep: Class 11 contains 145487 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 64274 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 41276 members 
Mstep: Class 19 contains 173588 members 
Mstep: Class 20 contains 183614 members 
Mstep: Class 21 contains 31067 members 
Mstep: Class 22 contains 10867 members 
Mstep: Class 23 contains 20238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93828400.000000 Penalty: 28923.583984
Iteration 25Q: 14 clusters Score -9.38284e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40545 members 
Mstep: Class 7 contains 5155 members 
Mstep: Class 8 contains 166693 members 
Mstep: Class 11 contains 145140 members 
Mstep: Class 13 contains 933 members 
Mstep: Class 14 contains 64412 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 41359 members 
Mstep: Class 19 contains 173587 members 
Mstep: Class 20 contains 179686 members 
Mstep: Class 21 contains 31297 members 
Mstep: Class 22 contains 10647 members 
Mstep: Class 23 contains 21282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93829416.000000 Penalty: 28923.583984
Iteration 26Q: 14 clusters Score -9.382942e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40647 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 169184 members 
Mstep: Class 11 contains 144665 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 64485 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 41445 members 
Mstep: Class 19 contains 173361 members 
Mstep: Class 20 contains 176794 members 
Mstep: Class 21 contains 31417 members 
Mstep: Class 22 contains 10416 members 
Mstep: Class 23 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93830240.000000 Penalty: 28923.583984
Iteration 27Q: 14 clusters Score -9.383024e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40731 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 171212 members 
Mstep: Class 11 contains 144092 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 64517 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 41496 members 
Mstep: Class 19 contains 173054 members 
Mstep: Class 20 contains 174779 members 
Mstep: Class 21 contains 31474 members 
Mstep: Class 22 contains 10182 members 
Mstep: Class 23 contains 23255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93830552.000000 Penalty: 28923.583984
Iteration 28Q: 14 clusters Score -9.383055e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40831 members 
Mstep: Class 7 contains 5006 members 
Mstep: Class 8 contains 172696 members 
Mstep: Class 11 contains 143558 members 
Mstep: Class 13 contains 936 members 
Mstep: Class 14 contains 64562 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 41551 members 
Mstep: Class 19 contains 172733 members 
Mstep: Class 20 contains 173313 members 
Mstep: Class 21 contains 31491 members 
Mstep: Class 22 contains 9924 members 
Mstep: Class 23 contains 24191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831248.000000 Penalty: 28923.583984
Iteration 29Q: 14 clusters Score -9.383125e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40909 members 
Mstep: Class 7 contains 4962 members 
Mstep: Class 8 contains 173821 members 
Mstep: Class 11 contains 143107 members 
Mstep: Class 13 contains 934 members 
Mstep: Class 14 contains 64578 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 41608 members 
Mstep: Class 19 contains 172425 members 
Mstep: Class 20 contains 172148 members 
Mstep: Class 21 contains 31502 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 25100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93831656.000000 Penalty: 28923.583984
Iteration 30Q: 14 clusters Score -9.383166e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 40985 members 
Mstep: Class 7 contains 4926 members 
Mstep: Class 8 contains 174721 members 
Mstep: Class 11 contains 142636 members 
Mstep: Class 13 contains 934 members 
Mstep: Class 14 contains 64621 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 41645 members 
Mstep: Class 19 contains 172285 members 
Mstep: Class 20 contains 171131 members 
Mstep: Class 21 contains 31526 members 
Mstep: Class 22 contains 9499 members 
Mstep: Class 23 contains 25908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832080.000000 Penalty: 28923.583984
Iteration 31Q: 14 clusters Score -9.383208e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 41047 members 
Mstep: Class 7 contains 4904 members 
Mstep: Class 8 contains 175267 members 
Mstep: Class 11 contains 142256 members 
Mstep: Class 13 contains 933 members 
Mstep: Class 14 contains 64633 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 41701 members 
Mstep: Class 19 contains 172162 members 
Mstep: Class 20 contains 170389 members 
Mstep: Class 21 contains 31586 members 
Mstep: Class 22 contains 9314 members 
Mstep: Class 23 contains 26636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832776.000000 Penalty: 28923.583984
Iteration 32Q: 14 clusters Score -9.383278e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 41136 members 
Mstep: Class 7 contains 4887 members 
Mstep: Class 8 contains 175579 members 
Mstep: Class 11 contains 141924 members 
Mstep: Class 13 contains 935 members 
Mstep: Class 14 contains 64644 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 41776 members 
Mstep: Class 19 contains 172169 members 
Mstep: Class 20 contains 169666 members 
Mstep: Class 21 contains 31618 members 
Mstep: Class 22 contains 9127 members 
Mstep: Class 23 contains 27381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93832776.000000 Penalty: 28923.583984
Iteration 33Q: 14 clusters Score -9.383278e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 41207 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 175738 members 
Mstep: Class 11 contains 141540 members 
Mstep: Class 13 contains 936 members 
Mstep: Class 14 contains 64682 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 41847 members 
Mstep: Class 19 contains 172327 members 
Mstep: Class 20 contains 169073 members 
Mstep: Class 21 contains 31601 members 
Mstep: Class 22 contains 8911 members 
Mstep: Class 23 contains 28113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833344.000000 Penalty: 28923.583984
Iteration 34Q: 14 clusters Score -9.383334e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 41289 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 8 contains 175687 members 
Mstep: Class 11 contains 141148 members 
Mstep: Class 13 contains 936 members 
Mstep: Class 14 contains 64759 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 41901 members 
Mstep: Class 19 contains 172589 members 
Mstep: Class 20 contains 168617 members 
Mstep: Class 21 contains 31597 members 
Mstep: Class 22 contains 8694 members 
Mstep: Class 23 contains 28785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93833568.000000 Penalty: 28923.583984
Iteration 35Q: 14 clusters Score -9.383357e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 41354 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 175497 members 
Mstep: Class 11 contains 140789 members 
Mstep: Class 13 contains 935 members 
Mstep: Class 14 contains 64856 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 17 contains 41959 members 
Mstep: Class 19 contains 172871 members 
Mstep: Class 20 contains 168361 members 
Mstep: Class 21 contains 31585 members 
Mstep: Class 22 contains 8469 members 
Mstep: Class 23 contains 29347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834008.000000 Penalty: 28923.583984
Iteration 36Q: 14 clusters Score -9.383401e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 41398 members 
Mstep: Class 7 contains 4824 members 
Mstep: Class 8 contains 175336 members 
Mstep: Class 11 contains 140419 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 64984 members 
Mstep: Class 16 contains 2598 members 
Mstep: Class 17 contains 42016 members 
Mstep: Class 19 contains 173127 members 
Mstep: Class 20 contains 168127 members 
Mstep: Class 21 contains 31580 members 
Mstep: Class 22 contains 8247 members 
Mstep: Class 23 contains 29880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834656.000000 Penalty: 28923.583984
Iteration 37Q: 14 clusters Score -9.383466e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 41416 members 
Mstep: Class 7 contains 4811 members 
Mstep: Class 8 contains 175143 members 
Mstep: Class 11 contains 140116 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 65120 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 42059 members 
Mstep: Class 19 contains 173363 members 
Mstep: Class 20 contains 167901 members 
Mstep: Class 21 contains 31581 members 
Mstep: Class 22 contains 8063 members 
Mstep: Class 23 contains 30374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93834448.000000 Penalty: 28923.583984
Iteration 38Q: 14 clusters Score -9.383445e+07 nChanged 3498
Entering ConstructFrom: 
Score: -93834448.000000 Penalty: 28923.583984
Entering ConstructFrom: 
Trying to split cluster 6 (41433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Entering Unmasked Estep 
Score: -4315779.000000 Penalty: 1727.672852
	Iteration 0F: 2 clusters Score -4315779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4288141.000000 Penalty: 3455.345703
	Iteration 0F: 3 clusters Score -4288141 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -4299722.500000 Penalty: 3455.345703
	Iteration 1F: 3 clusters Score -4299722 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -4301078.500000 Penalty: 3455.345703
	Iteration 2F: 3 clusters Score -4301078 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -4303632.000000 Penalty: 3455.345703
	Iteration 3F: 3 clusters Score -4303632 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -4307817.500000 Penalty: 3455.345703
	Iteration 4F: 3 clusters Score -4307818 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -4312295.500000 Penalty: 3455.345703
	Iteration 5F: 3 clusters Score -4312296 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -4315212.500000 Penalty: 3455.345703
	Iteration 6F: 3 clusters Score -4315212 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4316704.500000 Penalty: 3455.345703
	Iteration 7Q: 3 clusters Score -4316704 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4317576.000000 Penalty: 3455.345703
	Iteration 8Q: 3 clusters Score -4317576 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4318034.000000 Penalty: 3455.345703
	Iteration 9Q: 3 clusters Score -4318034 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4318189.500000 Penalty: 3455.345703
	Iteration 10Q: 3 clusters Score -4318190 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4318248.500000 Penalty: 3455.345703
	Iteration 11Q: 3 clusters Score -4318248 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4318276.000000 Penalty: 3455.345703
	Iteration 12Q: 3 clusters Score -4318276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4318280.500000 Penalty: 3455.345703
	Iteration 13Q: 3 clusters Score -4318280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4318295.000000 Penalty: 3455.345703
	Iteration 14Q: 3 clusters Score -4318295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4318305.500000 Penalty: 3455.345703
	Iteration 15Q: 3 clusters Score -4318306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4318321.000000 Penalty: 3455.345703
	Iteration 16Q: 3 clusters Score -4318321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4318319.500000 Penalty: 3455.345703
	Iteration 17Q: 3 clusters Score -4318320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4318321.500000 Penalty: 3455.345703
	Iteration 18Q: 3 clusters Score -4318322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4318326.500000 Penalty: 3455.345703
	Iteration 19Q: 3 clusters Score -4318326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4318328.000000 Penalty: 3455.345703
	Iteration 20F: 3 clusters Score -4318328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4318327.500000 Penalty: 3455.345703
	Iteration 21Q: 3 clusters Score -4318328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4318327.000000 Penalty: 3455.345703
	Iteration 22Q: 3 clusters Score -4318327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4318326.000000 Penalty: 3455.345703
	Iteration 23Q: 3 clusters Score -4318326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4318324.500000 Penalty: 3455.345703
	Iteration 24Q: 3 clusters Score -4318324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4318324.500000 Penalty: 3455.345703
	Iteration 25Q: 3 clusters Score -4318324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4318330.500000 Penalty: 3455.345703
	Iteration 26Q: 3 clusters Score -4318330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4318330.500000 Penalty: 3455.345703
	Iteration 27Q: 3 clusters Score -4318330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4318332.000000 Penalty: 3455.345703
	Iteration 28Q: 3 clusters Score -4318332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4318329.000000 Penalty: 3455.345703
	Iteration 29Q: 3 clusters Score -4318329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4318326.500000 Penalty: 3455.345703
	Iteration 30Q: 3 clusters Score -4318326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4318326.000000 Penalty: 3455.345703
	Iteration 31Q: 3 clusters Score -4318326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4318325.000000 Penalty: 3455.345703
	Iteration 32Q: 3 clusters Score -4318325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4318328.500000 Penalty: 3455.345703
	Iteration 33Q: 3 clusters Score -4318328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4318327.000000 Penalty: 3455.345703
	Iteration 34Q: 3 clusters Score -4318327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4318328.500000 Penalty: 3455.345703
	Iteration 35Q: 3 clusters Score -4318328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4318328.500000 Penalty: 3455.345703
	Iteration 36Q: 3 clusters Score -4318328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4318328.500000 Penalty: 3455.345703
	Iteration 37F: 3 clusters Score -4318328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 6 contains 39607 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 174939 members 
Mstep: Class 11 contains 139825 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 65229 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 42103 members 
Mstep: Class 19 contains 173549 members 
Mstep: Class 20 contains 167714 members 
Mstep: Class 21 contains 31588 members 
Mstep: Class 22 contains 7912 members 
Mstep: Class 23 contains 30851 members 
Entering Unmasked Estep 
Score: -93835800.000000 Penalty: 31148.474609
Splitting cluster 6 changes total score from -93834448.000000 to -93835800.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -513243.343750 Penalty: 1377.511963
	Iteration 0F: 2 clusters Score -513243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -509388.750000 Penalty: 2755.023926
	Iteration 0F: 3 clusters Score -509388.8 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -510522.750000 Penalty: 2755.023926
	Iteration 1F: 3 clusters Score -510522.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -510767.406250 Penalty: 2755.023926
	Iteration 2F: 3 clusters Score -510767.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -510915.531250 Penalty: 2755.023926
	Iteration 3F: 3 clusters Score -510915.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -511049.093750 Penalty: 2755.023926
	Iteration 4Q: 3 clusters Score -511049.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -511169.187500 Penalty: 2755.023926
	Iteration 5Q: 3 clusters Score -511169.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -511273.156250 Penalty: 2755.023926
	Iteration 6Q: 3 clusters Score -511273.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -511359.687500 Penalty: 2755.023926
	Iteration 7Q: 3 clusters Score -511359.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -511434.968750 Penalty: 2755.023926
	Iteration 8Q: 3 clusters Score -511435 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -511512.937500 Penalty: 2755.023926
	Iteration 9Q: 3 clusters Score -511512.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -511582.187500 Penalty: 2755.023926
	Iteration 10Q: 3 clusters Score -511582.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -511642.218750 Penalty: 2755.023926
	Iteration 11Q: 3 clusters Score -511642.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -511685.781250 Penalty: 2755.023926
	Iteration 12Q: 3 clusters Score -511685.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -511734.125000 Penalty: 2755.023926
	Iteration 13Q: 3 clusters Score -511734.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -511788.281250 Penalty: 2755.023926
	Iteration 14Q: 3 clusters Score -511788.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -511831.500000 Penalty: 2755.023926
	Iteration 15Q: 3 clusters Score -511831.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -511868.156250 Penalty: 2755.023926
	Iteration 16Q: 3 clusters Score -511868.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -511896.750000 Penalty: 2755.023926
	Iteration 17Q: 3 clusters Score -511896.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -511920.250000 Penalty: 2755.023926
	Iteration 18Q: 3 clusters Score -511920.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -511943.343750 Penalty: 2755.023926
	Iteration 19Q: 3 clusters Score -511943.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -511963.468750 Penalty: 2755.023926
	Iteration 20F: 3 clusters Score -511963.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -511983.062500 Penalty: 2755.023926
	Iteration 21Q: 3 clusters Score -511983.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -511999.968750 Penalty: 2755.023926
	Iteration 22Q: 3 clusters Score -512000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -512017.406250 Penalty: 2755.023926
	Iteration 23Q: 3 clusters Score -512017.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -512034.812500 Penalty: 2755.023926
	Iteration 24Q: 3 clusters Score -512034.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -512051.406250 Penalty: 2755.023926
	Iteration 25Q: 3 clusters Score -512051.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -512065.062500 Penalty: 2755.023926
	Iteration 26Q: 3 clusters Score -512065.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -512081.125000 Penalty: 2755.023926
	Iteration 27Q: 3 clusters Score -512081.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -512098.437500 Penalty: 2755.023926
	Iteration 28Q: 3 clusters Score -512098.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -512113.906250 Penalty: 2755.023926
	Iteration 29Q: 3 clusters Score -512113.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -512124.406250 Penalty: 2755.023926
	Iteration 30Q: 3 clusters Score -512124.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -512131.125000 Penalty: 2755.023926
	Iteration 31Q: 3 clusters Score -512131.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -512136.531250 Penalty: 2755.023926
	Iteration 32Q: 3 clusters Score -512136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -512140.750000 Penalty: 2755.023926
	Iteration 33Q: 3 clusters Score -512140.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -512146.468750 Penalty: 2755.023926
	Iteration 34Q: 3 clusters Score -512146.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -512155.468750 Penalty: 2755.023926
	Iteration 35Q: 3 clusters Score -512155.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -512161.406250 Penalty: 2755.023926
	Iteration 36Q: 3 clusters Score -512161.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -512172.375000 Penalty: 2755.023926
	Iteration 37Q: 3 clusters Score -512172.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -512181.968750 Penalty: 2755.023926
	Iteration 38Q: 3 clusters Score -512182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -512185.437500 Penalty: 2755.023926
	Iteration 39Q: 3 clusters Score -512185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -512186.718750 Penalty: 2755.023926
	Iteration 40F: 3 clusters Score -512186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -512186.937500 Penalty: 2755.023926
	Iteration 41Q: 3 clusters Score -512186.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -512186.937500 Penalty: 2755.023926
	Iteration 42F: 3 clusters Score -512186.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Entering Unmasked Estep 
Score: -18970866.000000 Penalty: 1961.731201
	Iteration 0F: 2 clusters Score -1.897087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -18855788.000000 Penalty: 3923.462402
	Iteration 0F: 3 clusters Score -1.885579e+07 nChanged 84443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -18906578.000000 Penalty: 3923.462402
	Iteration 1F: 3 clusters Score -1.890658e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -18907736.000000 Penalty: 3923.462402
	Iteration 2Q: 3 clusters Score -1.890774e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 96393 members 
Entering Unmasked Estep 
Score: -18909296.000000 Penalty: 3923.462402
	Iteration 3Q: 3 clusters Score -1.89093e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -18911958.000000 Penalty: 3923.462402
	Iteration 4Q: 3 clusters Score -1.891196e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 109939 members 
Entering Unmasked Estep 
Score: -18917332.000000 Penalty: 3923.462402
	Iteration 5F: 3 clusters Score -1.891733e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 120749 members 
Entering Unmasked Estep 
Score: -18925898.000000 Penalty: 3923.462402
	Iteration 6F: 3 clusters Score -1.89259e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 132858 members 
Entering Unmasked Estep 
Score: -18937222.000000 Penalty: 3923.462402
	Iteration 7F: 3 clusters Score -1.893722e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 143400 members 
Entering Unmasked Estep 
Score: -18948194.000000 Penalty: 3923.462402
	Iteration 8F: 3 clusters Score -1.894819e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -18955346.000000 Penalty: 3923.462402
	Iteration 9Q: 3 clusters Score -1.895535e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 154703 members 
Entering Unmasked Estep 
Score: -18959336.000000 Penalty: 3923.462402
	Iteration 10Q: 3 clusters Score -1.895934e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -18961538.000000 Penalty: 3923.462402
	Iteration 11Q: 3 clusters Score -1.896154e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 159952 members 
Entering Unmasked Estep 
Score: -18962906.000000 Penalty: 3923.462402
	Iteration 12Q: 3 clusters Score -1.896291e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 161901 members 
Entering Unmasked Estep 
Score: -18963798.000000 Penalty: 3923.462402
	Iteration 13Q: 3 clusters Score -1.89638e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 163726 members 
Entering Unmasked Estep 
Score: -18964804.000000 Penalty: 3923.462402
	Iteration 14Q: 3 clusters Score -1.89648e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -18965794.000000 Penalty: 3923.462402
	Iteration 15Q: 3 clusters Score -1.896579e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 167025 members 
Entering Unmasked Estep 
Score: -18966540.000000 Penalty: 3923.462402
	Iteration 16Q: 3 clusters Score -1.896654e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 168435 members 
Entering Unmasked Estep 
Score: -18967052.000000 Penalty: 3923.462402
	Iteration 17Q: 3 clusters Score -1.896705e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 169588 members 
Entering Unmasked Estep 
Score: -18967460.000000 Penalty: 3923.462402
	Iteration 18Q: 3 clusters Score -1.896746e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 170564 members 
Entering Unmasked Estep 
Score: -18967834.000000 Penalty: 3923.462402
	Iteration 19Q: 3 clusters Score -1.896783e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -18968182.000000 Penalty: 3923.462402
	Iteration 20F: 3 clusters Score -1.896818e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 172060 members 
Entering Unmasked Estep 
Score: -18968352.000000 Penalty: 3923.462402
	Iteration 21Q: 3 clusters Score -1.896835e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 172553 members 
Entering Unmasked Estep 
Score: -18968536.000000 Penalty: 3923.462402
	Iteration 22Q: 3 clusters Score -1.896854e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -18968692.000000 Penalty: 3923.462402
	Iteration 23Q: 3 clusters Score -1.896869e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 173242 members 
Entering Unmasked Estep 
Score: -18968768.000000 Penalty: 3923.462402
	Iteration 24Q: 3 clusters Score -1.896877e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 173488 members 
Entering Unmasked Estep 
Score: -18968866.000000 Penalty: 3923.462402
	Iteration 25Q: 3 clusters Score -1.896887e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 173656 members 
Entering Unmasked Estep 
Score: -18968980.000000 Penalty: 3923.462402
	Iteration 26Q: 3 clusters Score -1.896898e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 173775 members 
Entering Unmasked Estep 
Score: -18969052.000000 Penalty: 3923.462402
	Iteration 27Q: 3 clusters Score -1.896905e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 173868 members 
Entering Unmasked Estep 
Score: -18969064.000000 Penalty: 3923.462402
	Iteration 28Q: 3 clusters Score -1.896906e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -18969096.000000 Penalty: 3923.462402
	Iteration 29Q: 3 clusters Score -1.89691e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 174009 members 
Entering Unmasked Estep 
Score: -18969104.000000 Penalty: 3923.462402
	Iteration 30Q: 3 clusters Score -1.89691e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 174063 members 
Entering Unmasked Estep 
Score: -18969118.000000 Penalty: 3923.462402
	Iteration 31Q: 3 clusters Score -1.896912e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -18969114.000000 Penalty: 3923.462402
	Iteration 32Q: 3 clusters Score -1.896911e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 174138 members 
Entering Unmasked Estep 
Score: -18969116.000000 Penalty: 3923.462402
	Iteration 33Q: 3 clusters Score -1.896912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -18969130.000000 Penalty: 3923.462402
	Iteration 34Q: 3 clusters Score -1.896913e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 174190 members 
Entering Unmasked Estep 
Score: -18969154.000000 Penalty: 3923.462402
	Iteration 35Q: 3 clusters Score -1.896915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 174212 members 
Entering Unmasked Estep 
Score: -18969154.000000 Penalty: 3923.462402
	Iteration 36Q: 3 clusters Score -1.896915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174230 members 
Entering Unmasked Estep 
Score: -18969154.000000 Penalty: 3923.462402
	Iteration 37Q: 3 clusters Score -1.896915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -18969158.000000 Penalty: 3923.462402
	Iteration 38Q: 3 clusters Score -1.896916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -18969150.000000 Penalty: 3923.462402
	Iteration 39Q: 3 clusters Score -1.896915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 174267 members 
Entering Unmasked Estep 
Score: -18969164.000000 Penalty: 3923.462402
	Iteration 40F: 3 clusters Score -1.896916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -18969170.000000 Penalty: 3923.462402
	Iteration 41Q: 3 clusters Score -1.896917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 174284 members 
Entering Unmasked Estep 
Score: -18969188.000000 Penalty: 3923.462402
	Iteration 42Q: 3 clusters Score -1.896919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -18969202.000000 Penalty: 3923.462402
	Iteration 43Q: 3 clusters Score -1.89692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 174306 members 
Entering Unmasked Estep 
Score: -18969206.000000 Penalty: 3923.462402
	Iteration 44Q: 3 clusters Score -1.896921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 174315 members 
Entering Unmasked Estep 
Score: -18969212.000000 Penalty: 3923.462402
	Iteration 45Q: 3 clusters Score -1.896921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -18969206.000000 Penalty: 3923.462402
	Iteration 46Q: 3 clusters Score -1.896921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 174333 members 
Entering Unmasked Estep 
Score: -18969218.000000 Penalty: 3923.462402
	Iteration 47Q: 3 clusters Score -1.896922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 174343 members 
Entering Unmasked Estep 
Score: -18969240.000000 Penalty: 3923.462402
	Iteration 48Q: 3 clusters Score -1.896924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 174350 members 
Entering Unmasked Estep 
Score: -18969234.000000 Penalty: 3923.462402
	Iteration 49Q: 3 clusters Score -1.896923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 174354 members 
Entering Unmasked Estep 
Score: -18969230.000000 Penalty: 3923.462402
	Iteration 50Q: 3 clusters Score -1.896923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 174362 members 
Entering Unmasked Estep 
Score: -18969218.000000 Penalty: 3923.462402
	Iteration 51Q: 3 clusters Score -1.896922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 174365 members 
Entering Unmasked Estep 
Score: -18969224.000000 Penalty: 3923.462402
	Iteration 52Q: 3 clusters Score -1.896922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 174368 members 
Entering Unmasked Estep 
Score: -18969242.000000 Penalty: 3923.462402
	Iteration 53Q: 3 clusters Score -1.896924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 174374 members 
Entering Unmasked Estep 
Score: -18969240.000000 Penalty: 3923.462402
	Iteration 54Q: 3 clusters Score -1.896924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 174375 members 
Entering Unmasked Estep 
Score: -18969256.000000 Penalty: 3923.462402
	Iteration 55Q: 3 clusters Score -1.896926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 174378 members 
Entering Unmasked Estep 
Score: -18969250.000000 Penalty: 3923.462402
	Iteration 56Q: 3 clusters Score -1.896925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 174383 members 
Entering Unmasked Estep 
Score: -18969244.000000 Penalty: 3923.462402
	Iteration 57Q: 3 clusters Score -1.896924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 174385 members 
Entering Unmasked Estep 
Score: -18969234.000000 Penalty: 3923.462402
	Iteration 58Q: 3 clusters Score -1.896923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 174387 members 
Entering Unmasked Estep 
Score: -18969248.000000 Penalty: 3923.462402
	Iteration 59Q: 3 clusters Score -1.896925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 174388 members 
Entering Unmasked Estep 
Score: -18969246.000000 Penalty: 3923.462402
	Iteration 60F: 3 clusters Score -1.896925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 174387 members 
Entering Unmasked Estep 
Score: -18969254.000000 Penalty: 3923.462402
	Iteration 61Q: 3 clusters Score -1.896925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 174387 members 
Entering Unmasked Estep 
Score: -18969254.000000 Penalty: 3923.462402
	Iteration 62F: 3 clusters Score -1.896925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (139825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139825 members 
Entering Unmasked Estep 
Score: -15133135.000000 Penalty: 1925.323975
	Iteration 0F: 2 clusters Score -1.513314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -15039714.000000 Penalty: 3850.647949
	Iteration 0F: 3 clusters Score -1.503971e+07 nChanged 66927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -15079954.000000 Penalty: 3850.647949
	Iteration 1F: 3 clusters Score -1.507995e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -15082929.000000 Penalty: 3850.647949
	Iteration 2Q: 3 clusters Score -1.508293e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -15089258.000000 Penalty: 3850.647949
	Iteration 3F: 3 clusters Score -1.508926e+07 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -15100131.000000 Penalty: 3850.647949
	Iteration 4F: 3 clusters Score -1.510013e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 122170 members 
Entering Unmasked Estep 
Score: -15113716.000000 Penalty: 3850.647949
	Iteration 5F: 3 clusters Score -1.511372e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 132134 members 
Entering Unmasked Estep 
Score: -15123862.000000 Penalty: 3850.647949
	Iteration 6F: 3 clusters Score -1.512386e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 136852 members 
Entering Unmasked Estep 
Score: -15128807.000000 Penalty: 3850.647949
	Iteration 7Q: 3 clusters Score -1.512881e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 138541 members 
Entering Unmasked Estep 
Score: -15130456.000000 Penalty: 3850.647949
	Iteration 8Q: 3 clusters Score -1.513046e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 139095 members 
Entering Unmasked Estep 
Score: -15131041.000000 Penalty: 3850.647949
	Iteration 9Q: 3 clusters Score -1.513104e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 139283 members 
Entering Unmasked Estep 
Score: -15131296.000000 Penalty: 3850.647949
	Iteration 10Q: 3 clusters Score -1.51313e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 139351 members 
Entering Unmasked Estep 
Score: -15131403.000000 Penalty: 3850.647949
	Iteration 11Q: 3 clusters Score -1.51314e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 139375 members 
Entering Unmasked Estep 
Score: -15131471.000000 Penalty: 3850.647949
	Iteration 12Q: 3 clusters Score -1.513147e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 139385 members 
Entering Unmasked Estep 
Score: -15131491.000000 Penalty: 3850.647949
	Iteration 13Q: 3 clusters Score -1.513149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 139395 members 
Entering Unmasked Estep 
Score: -15131520.000000 Penalty: 3850.647949
	Iteration 14Q: 3 clusters Score -1.513152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 139398 members 
Entering Unmasked Estep 
Score: -15131523.000000 Penalty: 3850.647949
	Iteration 15Q: 3 clusters Score -1.513152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 139400 members 
Entering Unmasked Estep 
Score: -15131542.000000 Penalty: 3850.647949
	Iteration 16Q: 3 clusters Score -1.513154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 139403 members 
Entering Unmasked Estep 
Score: -15131538.000000 Penalty: 3850.647949
	Iteration 17Q: 3 clusters Score -1.513154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 139406 members 
Entering Unmasked Estep 
Score: -15131535.000000 Penalty: 3850.647949
	Iteration 18Q: 3 clusters Score -1.513154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 139404 members 
Entering Unmasked Estep 
Score: -15131540.000000 Penalty: 3850.647949
	Iteration 19Q: 3 clusters Score -1.513154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -15131548.000000 Penalty: 3850.647949
	Iteration 20F: 3 clusters Score -1.513155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 139412 members 
Entering Unmasked Estep 
Score: -15131550.000000 Penalty: 3850.647949
	Iteration 21Q: 3 clusters Score -1.513155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 139418 members 
Entering Unmasked Estep 
Score: -15131567.000000 Penalty: 3850.647949
	Iteration 22Q: 3 clusters Score -1.513157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 139419 members 
Entering Unmasked Estep 
Score: -15131564.000000 Penalty: 3850.647949
	Iteration 23Q: 3 clusters Score -1.513156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 139422 members 
Entering Unmasked Estep 
Score: -15131572.000000 Penalty: 3850.647949
	Iteration 24Q: 3 clusters Score -1.513157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 139427 members 
Entering Unmasked Estep 
Score: -15131588.000000 Penalty: 3850.647949
	Iteration 25Q: 3 clusters Score -1.513159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 139427 members 
Entering Unmasked Estep 
Score: -15131589.000000 Penalty: 3850.647949
	Iteration 26Q: 3 clusters Score -1.513159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 139427 members 
Entering Unmasked Estep 
Score: -15131583.000000 Penalty: 3850.647949
	Iteration 27Q: 3 clusters Score -1.513158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 139427 members 
Entering Unmasked Estep 
Score: -15131583.000000 Penalty: 3850.647949
	Iteration 28F: 3 clusters Score -1.513158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -93941.039062 Penalty: 1112.109375
	Iteration 0F: 2 clusters Score -93941.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92609.046875 Penalty: 2224.218750
	Iteration 0F: 3 clusters Score -92609.05 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92875.585938 Penalty: 2224.218750
	Iteration 1F: 3 clusters Score -92875.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92941.164062 Penalty: 2224.218750
	Iteration 2F: 3 clusters Score -92941.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92989.562500 Penalty: 2224.218750
	Iteration 3Q: 3 clusters Score -92989.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -93036.710938 Penalty: 2224.218750
	Iteration 4Q: 3 clusters Score -93036.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -93074.484375 Penalty: 2224.218750
	Iteration 5Q: 3 clusters Score -93074.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -93098.078125 Penalty: 2224.218750
	Iteration 6Q: 3 clusters Score -93098.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93123.250000 Penalty: 2224.218750
	Iteration 7Q: 3 clusters Score -93123.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -93147.812500 Penalty: 2224.218750
	Iteration 8Q: 3 clusters Score -93147.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93165.445312 Penalty: 2224.218750
	Iteration 9Q: 3 clusters Score -93165.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93181.914062 Penalty: 2224.218750
	Iteration 10Q: 3 clusters Score -93181.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -93198.796875 Penalty: 2224.218750
	Iteration 11Q: 3 clusters Score -93198.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -93214.359375 Penalty: 2224.218750
	Iteration 12Q: 3 clusters Score -93214.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93238.070312 Penalty: 2224.218750
	Iteration 13Q: 3 clusters Score -93238.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93272.804688 Penalty: 2224.218750
	Iteration 14Q: 3 clusters Score -93272.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93298.335938 Penalty: 2224.218750
	Iteration 15Q: 3 clusters Score -93298.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93321.898438 Penalty: 2224.218750
	Iteration 16Q: 3 clusters Score -93321.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93348.828125 Penalty: 2224.218750
	Iteration 17Q: 3 clusters Score -93348.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93366.484375 Penalty: 2224.218750
	Iteration 18Q: 3 clusters Score -93366.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -93375.406250 Penalty: 2224.218750
	Iteration 19Q: 3 clusters Score -93375.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93383.085938 Penalty: 2224.218750
	Iteration 20F: 3 clusters Score -93383.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93390.671875 Penalty: 2224.218750
	Iteration 21Q: 3 clusters Score -93390.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93394.359375 Penalty: 2224.218750
	Iteration 22Q: 3 clusters Score -93394.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -93398.195312 Penalty: 2224.218750
	Iteration 23Q: 3 clusters Score -93398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93402.664062 Penalty: 2224.218750
	Iteration 24Q: 3 clusters Score -93402.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93408.539062 Penalty: 2224.218750
	Iteration 25Q: 3 clusters Score -93408.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -93414.531250 Penalty: 2224.218750
	Iteration 26Q: 3 clusters Score -93414.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93418.875000 Penalty: 2224.218750
	Iteration 27Q: 3 clusters Score -93418.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -93419.304688 Penalty: 2224.218750
	Iteration 28Q: 3 clusters Score -93419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93420.343750 Penalty: 2224.218750
	Iteration 29Q: 3 clusters Score -93420.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93422.132812 Penalty: 2224.218750
	Iteration 30Q: 3 clusters Score -93422.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93425.164062 Penalty: 2224.218750
	Iteration 31Q: 3 clusters Score -93425.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93426.445312 Penalty: 2224.218750
	Iteration 32Q: 3 clusters Score -93426.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -93429.335938 Penalty: 2224.218750
	Iteration 33Q: 3 clusters Score -93429.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93432.140625 Penalty: 2224.218750
	Iteration 34Q: 3 clusters Score -93432.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93432.140625 Penalty: 2224.218750
	Iteration 35F: 3 clusters Score -93432.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Entering Unmasked Estep 
Score: -7135515.000000 Penalty: 1801.419556
	Iteration 0F: 2 clusters Score -7135515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -7091802.500000 Penalty: 3602.839111
	Iteration 0F: 3 clusters Score -7091802 nChanged 30937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -7109804.000000 Penalty: 3602.839111
	Iteration 1F: 3 clusters Score -7109804 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -7110440.000000 Penalty: 3602.839111
	Iteration 2Q: 3 clusters Score -7110440 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -7111206.500000 Penalty: 3602.839111
	Iteration 3Q: 3 clusters Score -7111206 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -7112242.500000 Penalty: 3602.839111
	Iteration 4Q: 3 clusters Score -7112242 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -7113586.500000 Penalty: 3602.839111
	Iteration 5Q: 3 clusters Score -7113586 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -7115480.000000 Penalty: 3602.839111
	Iteration 6Q: 3 clusters Score -7115480 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -7117853.500000 Penalty: 3602.839111
	Iteration 7F: 3 clusters Score -7117854 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -7120455.000000 Penalty: 3602.839111
	Iteration 8F: 3 clusters Score -7120455 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -7122958.500000 Penalty: 3602.839111
	Iteration 9F: 3 clusters Score -7122958 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -7125040.500000 Penalty: 3602.839111
	Iteration 10F: 3 clusters Score -7125040 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -7126508.000000 Penalty: 3602.839111
	Iteration 11Q: 3 clusters Score -7126508 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -7127441.000000 Penalty: 3602.839111
	Iteration 12Q: 3 clusters Score -7127441 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -7128019.500000 Penalty: 3602.839111
	Iteration 13Q: 3 clusters Score -7128020 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -7128447.000000 Penalty: 3602.839111
	Iteration 14Q: 3 clusters Score -7128447 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -7128785.500000 Penalty: 3602.839111
	Iteration 15Q: 3 clusters Score -7128786 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -7129051.000000 Penalty: 3602.839111
	Iteration 16Q: 3 clusters Score -7129051 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -7129314.500000 Penalty: 3602.839111
	Iteration 17Q: 3 clusters Score -7129314 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -7129574.500000 Penalty: 3602.839111
	Iteration 18Q: 3 clusters Score -7129574 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -7129858.500000 Penalty: 3602.839111
	Iteration 19Q: 3 clusters Score -7129858 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -7130136.500000 Penalty: 3602.839111
	Iteration 20F: 3 clusters Score -7130136 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -7130440.000000 Penalty: 3602.839111
	Iteration 21Q: 3 clusters Score -7130440 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -7130727.500000 Penalty: 3602.839111
	Iteration 22Q: 3 clusters Score -7130728 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -7131023.000000 Penalty: 3602.839111
	Iteration 23Q: 3 clusters Score -7131023 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -7131314.500000 Penalty: 3602.839111
	Iteration 24Q: 3 clusters Score -7131314 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -7131570.000000 Penalty: 3602.839111
	Iteration 25Q: 3 clusters Score -7131570 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -7131854.000000 Penalty: 3602.839111
	Iteration 26Q: 3 clusters Score -7131854 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -7132113.000000 Penalty: 3602.839111
	Iteration 27Q: 3 clusters Score -7132113 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7132335.000000 Penalty: 3602.839111
	Iteration 28Q: 3 clusters Score -7132335 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -7132553.000000 Penalty: 3602.839111
	Iteration 29Q: 3 clusters Score -7132553 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -7132767.000000 Penalty: 3602.839111
	Iteration 30Q: 3 clusters Score -7132767 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -7132977.500000 Penalty: 3602.839111
	Iteration 31Q: 3 clusters Score -7132978 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -7133111.500000 Penalty: 3602.839111
	Iteration 32Q: 3 clusters Score -7133112 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -7133241.500000 Penalty: 3602.839111
	Iteration 33Q: 3 clusters Score -7133242 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -7133356.500000 Penalty: 3602.839111
	Iteration 34Q: 3 clusters Score -7133356 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -7133467.000000 Penalty: 3602.839111
	Iteration 35Q: 3 clusters Score -7133467 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -7133553.500000 Penalty: 3602.839111
	Iteration 36Q: 3 clusters Score -7133554 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -7133640.000000 Penalty: 3602.839111
	Iteration 37Q: 3 clusters Score -7133640 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -7133678.000000 Penalty: 3602.839111
	Iteration 38Q: 3 clusters Score -7133678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -7133721.500000 Penalty: 3602.839111
	Iteration 39Q: 3 clusters Score -7133722 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -7133773.000000 Penalty: 3602.839111
	Iteration 40F: 3 clusters Score -7133773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -7133794.000000 Penalty: 3602.839111
	Iteration 41Q: 3 clusters Score -7133794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -7133833.500000 Penalty: 3602.839111
	Iteration 42Q: 3 clusters Score -7133834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -7133859.000000 Penalty: 3602.839111
	Iteration 43Q: 3 clusters Score -7133859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -7133877.000000 Penalty: 3602.839111
	Iteration 44Q: 3 clusters Score -7133877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -7133901.000000 Penalty: 3602.839111
	Iteration 45Q: 3 clusters Score -7133901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -7133919.500000 Penalty: 3602.839111
	Iteration 46Q: 3 clusters Score -7133920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -7133932.000000 Penalty: 3602.839111
	Iteration 47Q: 3 clusters Score -7133932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -7133937.500000 Penalty: 3602.839111
	Iteration 48Q: 3 clusters Score -7133938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -7133940.500000 Penalty: 3602.839111
	Iteration 49Q: 3 clusters Score -7133940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -7133951.500000 Penalty: 3602.839111
	Iteration 50Q: 3 clusters Score -7133952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -7133968.500000 Penalty: 3602.839111
	Iteration 51Q: 3 clusters Score -7133968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -7133973.000000 Penalty: 3602.839111
	Iteration 52Q: 3 clusters Score -7133973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -7133976.000000 Penalty: 3602.839111
	Iteration 53Q: 3 clusters Score -7133976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -7133990.500000 Penalty: 3602.839111
	Iteration 54Q: 3 clusters Score -7133990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -7133990.000000 Penalty: 3602.839111
	Iteration 55Q: 3 clusters Score -7133990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -7133987.500000 Penalty: 3602.839111
	Iteration 56Q: 3 clusters Score -7133988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -7133986.500000 Penalty: 3602.839111
	Iteration 57Q: 3 clusters Score -7133986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -7133993.500000 Penalty: 3602.839111
	Iteration 58Q: 3 clusters Score -7133994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -7133997.000000 Penalty: 3602.839111
	Iteration 59Q: 3 clusters Score -7133997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -7134000.500000 Penalty: 3602.839111
	Iteration 60F: 3 clusters Score -7134000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -7134005.000000 Penalty: 3602.839111
	Iteration 61Q: 3 clusters Score -7134005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -7134005.500000 Penalty: 3602.839111
	Iteration 62Q: 3 clusters Score -7134006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -7134012.500000 Penalty: 3602.839111
	Iteration 63Q: 3 clusters Score -7134012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -7134009.500000 Penalty: 3602.839111
	Iteration 64Q: 3 clusters Score -7134010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -7134009.500000 Penalty: 3602.839111
	Iteration 65F: 3 clusters Score -7134010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -260086.296875 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -260086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -257725.765625 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -257725.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -258741.500000 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -258741.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -259603.921875 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -259603.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -260280.734375 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -260280.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -260628.656250 Penalty: 2554.183838
	Iteration 4F: 3 clusters Score -260628.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -260777.187500 Penalty: 2554.183838
	Iteration 5Q: 3 clusters Score -260777.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -260836.171875 Penalty: 2554.183838
	Iteration 6Q: 3 clusters Score -260836.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -260880.171875 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -260880.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -260933.031250 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -260933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -260982.609375 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -260982.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -261034.140625 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -261034.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -261071.640625 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -261071.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -261091.906250 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -261091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -261094.750000 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -261094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -261096.875000 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -261096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -261097.000000 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -261097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -261097.593750 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -261097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -261097.875000 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -261097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -261097.875000 Penalty: 2554.183838
	Iteration 18F: 3 clusters Score -261097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 6 contains 39607 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 174939 members 
Mstep: Class 11 contains 139825 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 65229 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 42103 members 
Mstep: Class 19 contains 173549 members 
Mstep: Class 20 contains 167714 members 
Mstep: Class 21 contains 31588 members 
Mstep: Class 22 contains 7912 members 
Mstep: Class 23 contains 30851 members 
Entering Unmasked Estep 
Score: -93836040.000000 Penalty: 33373.367188
Splitting cluster 16 changes total score from -93834448.000000 to -93836040.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 17 (42103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Entering Unmasked Estep 
Score: -4488633.000000 Penalty: 1730.279541
	Iteration 0F: 2 clusters Score -4488633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4460655.000000 Penalty: 3460.559082
	Iteration 0F: 3 clusters Score -4460655 nChanged 19541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4471449.000000 Penalty: 3460.559082
	Iteration 1F: 3 clusters Score -4471449 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4471918.500000 Penalty: 3460.559082
	Iteration 2Q: 3 clusters Score -4471918 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4472487.000000 Penalty: 3460.559082
	Iteration 3Q: 3 clusters Score -4472487 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -4473282.000000 Penalty: 3460.559082
	Iteration 4Q: 3 clusters Score -4473282 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -4474282.500000 Penalty: 3460.559082
	Iteration 5F: 3 clusters Score -4474282 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -4475570.000000 Penalty: 3460.559082
	Iteration 6F: 3 clusters Score -4475570 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -4476901.500000 Penalty: 3460.559082
	Iteration 7F: 3 clusters Score -4476902 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -4478283.500000 Penalty: 3460.559082
	Iteration 8F: 3 clusters Score -4478284 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -4479650.000000 Penalty: 3460.559082
	Iteration 9F: 3 clusters Score -4479650 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4480913.500000 Penalty: 3460.559082
	Iteration 10F: 3 clusters Score -4480914 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4482126.000000 Penalty: 3460.559082
	Iteration 11Q: 3 clusters Score -4482126 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4483431.500000 Penalty: 3460.559082
	Iteration 12Q: 3 clusters Score -4483432 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4484671.500000 Penalty: 3460.559082
	Iteration 13Q: 3 clusters Score -4484672 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4485594.000000 Penalty: 3460.559082
	Iteration 14Q: 3 clusters Score -4485594 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -4486119.500000 Penalty: 3460.559082
	Iteration 15Q: 3 clusters Score -4486120 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -4486473.500000 Penalty: 3460.559082
	Iteration 16Q: 3 clusters Score -4486474 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -4486688.500000 Penalty: 3460.559082
	Iteration 17Q: 3 clusters Score -4486688 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -4486851.000000 Penalty: 3460.559082
	Iteration 18Q: 3 clusters Score -4486851 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -4487005.000000 Penalty: 3460.559082
	Iteration 19Q: 3 clusters Score -4487005 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -4487132.000000 Penalty: 3460.559082
	Iteration 20F: 3 clusters Score -4487132 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -4487214.000000 Penalty: 3460.559082
	Iteration 21Q: 3 clusters Score -4487214 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -4487285.000000 Penalty: 3460.559082
	Iteration 22Q: 3 clusters Score -4487285 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -4487340.000000 Penalty: 3460.559082
	Iteration 23Q: 3 clusters Score -4487340 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -4487405.000000 Penalty: 3460.559082
	Iteration 24Q: 3 clusters Score -4487405 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -4487447.500000 Penalty: 3460.559082
	Iteration 25Q: 3 clusters Score -4487448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -4487460.500000 Penalty: 3460.559082
	Iteration 26Q: 3 clusters Score -4487460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4487495.000000 Penalty: 3460.559082
	Iteration 27Q: 3 clusters Score -4487495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -4487501.000000 Penalty: 3460.559082
	Iteration 28Q: 3 clusters Score -4487501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -4487518.500000 Penalty: 3460.559082
	Iteration 29Q: 3 clusters Score -4487518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -4487534.000000 Penalty: 3460.559082
	Iteration 30Q: 3 clusters Score -4487534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4487550.500000 Penalty: 3460.559082
	Iteration 31Q: 3 clusters Score -4487550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -4487570.500000 Penalty: 3460.559082
	Iteration 32Q: 3 clusters Score -4487570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -4487571.000000 Penalty: 3460.559082
	Iteration 33Q: 3 clusters Score -4487571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -4487569.000000 Penalty: 3460.559082
	Iteration 34Q: 3 clusters Score -4487569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -4487570.000000 Penalty: 3460.559082
	Iteration 35Q: 3 clusters Score -4487570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -4487572.500000 Penalty: 3460.559082
	Iteration 36Q: 3 clusters Score -4487572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -4487567.000000 Penalty: 3460.559082
	Iteration 37Q: 3 clusters Score -4487567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -4487574.000000 Penalty: 3460.559082
	Iteration 38Q: 3 clusters Score -4487574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -4487578.500000 Penalty: 3460.559082
	Iteration 39Q: 3 clusters Score -4487578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -4487588.000000 Penalty: 3460.559082
	Iteration 40F: 3 clusters Score -4487588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -4487584.500000 Penalty: 3460.559082
	Iteration 41Q: 3 clusters Score -4487584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -4487593.500000 Penalty: 3460.559082
	Iteration 42Q: 3 clusters Score -4487594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -4487598.500000 Penalty: 3460.559082
	Iteration 43Q: 3 clusters Score -4487598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -4487592.000000 Penalty: 3460.559082
	Iteration 44Q: 3 clusters Score -4487592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -4487596.000000 Penalty: 3460.559082
	Iteration 45Q: 3 clusters Score -4487596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4487600.500000 Penalty: 3460.559082
	Iteration 46Q: 3 clusters Score -4487600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -4487601.500000 Penalty: 3460.559082
	Iteration 47Q: 3 clusters Score -4487602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4487606.000000 Penalty: 3460.559082
	Iteration 48Q: 3 clusters Score -4487606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4487606.500000 Penalty: 3460.559082
	Iteration 49Q: 3 clusters Score -4487606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -4487611.000000 Penalty: 3460.559082
	Iteration 50Q: 3 clusters Score -4487611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -4487612.500000 Penalty: 3460.559082
	Iteration 51Q: 3 clusters Score -4487612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -4487615.000000 Penalty: 3460.559082
	Iteration 52Q: 3 clusters Score -4487615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -4487615.500000 Penalty: 3460.559082
	Iteration 53Q: 3 clusters Score -4487616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -4487614.000000 Penalty: 3460.559082
	Iteration 54Q: 3 clusters Score -4487614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -4487611.000000 Penalty: 3460.559082
	Iteration 55Q: 3 clusters Score -4487611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -4487613.000000 Penalty: 3460.559082
	Iteration 56Q: 3 clusters Score -4487613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -4487617.500000 Penalty: 3460.559082
	Iteration 57Q: 3 clusters Score -4487618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -4487621.000000 Penalty: 3460.559082
	Iteration 58Q: 3 clusters Score -4487621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -4487623.000000 Penalty: 3460.559082
	Iteration 59Q: 3 clusters Score -4487623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -4487623.000000 Penalty: 3460.559082
	Iteration 60F: 3 clusters Score -4487623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173549 members 
Entering Unmasked Estep 
Score: -18825978.000000 Penalty: 1960.435059
	Iteration 0F: 2 clusters Score -1.882598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -18712518.000000 Penalty: 3920.870117
	Iteration 0F: 3 clusters Score -1.871252e+07 nChanged 83758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -18761284.000000 Penalty: 3920.870117
	Iteration 1F: 3 clusters Score -1.876128e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -18761926.000000 Penalty: 3920.870117
	Iteration 2Q: 3 clusters Score -1.876193e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -18762716.000000 Penalty: 3920.870117
	Iteration 3Q: 3 clusters Score -1.876272e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 81281 members 
Entering Unmasked Estep 
Score: -18763534.000000 Penalty: 3920.870117
	Iteration 4Q: 3 clusters Score -1.876353e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94792 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -18764724.000000 Penalty: 3920.870117
	Iteration 5Q: 3 clusters Score -1.876472e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98567 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -18766690.000000 Penalty: 3920.870117
	Iteration 6Q: 3 clusters Score -1.876669e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -18769762.000000 Penalty: 3920.870117
	Iteration 7Q: 3 clusters Score -1.876976e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111422 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -18775190.000000 Penalty: 3920.870117
	Iteration 8F: 3 clusters Score -1.877519e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120695 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -18783250.000000 Penalty: 3920.870117
	Iteration 9F: 3 clusters Score -1.878325e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130510 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -18793116.000000 Penalty: 3920.870117
	Iteration 10F: 3 clusters Score -1.879312e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138645 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -18801686.000000 Penalty: 3920.870117
	Iteration 11F: 3 clusters Score -1.880169e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144267 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -18807248.000000 Penalty: 3920.870117
	Iteration 12Q: 3 clusters Score -1.880725e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -18810910.000000 Penalty: 3920.870117
	Iteration 13Q: 3 clusters Score -1.881091e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151428 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -18813288.000000 Penalty: 3920.870117
	Iteration 14Q: 3 clusters Score -1.881329e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -18815116.000000 Penalty: 3920.870117
	Iteration 15Q: 3 clusters Score -1.881512e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -18816664.000000 Penalty: 3920.870117
	Iteration 16Q: 3 clusters Score -1.881666e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159005 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -18817990.000000 Penalty: 3920.870117
	Iteration 17Q: 3 clusters Score -1.881799e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161075 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -18819166.000000 Penalty: 3920.870117
	Iteration 18Q: 3 clusters Score -1.881917e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -18820388.000000 Penalty: 3920.870117
	Iteration 19Q: 3 clusters Score -1.882039e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -18821552.000000 Penalty: 3920.870117
	Iteration 20F: 3 clusters Score -1.882155e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166271 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -18822526.000000 Penalty: 3920.870117
	Iteration 21Q: 3 clusters Score -1.882253e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167564 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -18823094.000000 Penalty: 3920.870117
	Iteration 22Q: 3 clusters Score -1.882309e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168590 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -18823544.000000 Penalty: 3920.870117
	Iteration 23Q: 3 clusters Score -1.882354e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -18823940.000000 Penalty: 3920.870117
	Iteration 24Q: 3 clusters Score -1.882394e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170200 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -18824222.000000 Penalty: 3920.870117
	Iteration 25Q: 3 clusters Score -1.882422e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170788 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -18824414.000000 Penalty: 3920.870117
	Iteration 26Q: 3 clusters Score -1.882441e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -18824552.000000 Penalty: 3920.870117
	Iteration 27Q: 3 clusters Score -1.882455e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -18824658.000000 Penalty: 3920.870117
	Iteration 28Q: 3 clusters Score -1.882466e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171817 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -18824748.000000 Penalty: 3920.870117
	Iteration 29Q: 3 clusters Score -1.882475e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171991 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -18824792.000000 Penalty: 3920.870117
	Iteration 30Q: 3 clusters Score -1.882479e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172128 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -18824796.000000 Penalty: 3920.870117
	Iteration 31Q: 3 clusters Score -1.88248e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172243 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -18824782.000000 Penalty: 3920.870117
	Iteration 32Q: 3 clusters Score -1.882478e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172341 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -18824810.000000 Penalty: 3920.870117
	Iteration 33Q: 3 clusters Score -1.882481e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172413 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -18824796.000000 Penalty: 3920.870117
	Iteration 34Q: 3 clusters Score -1.88248e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172458 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18824826.000000 Penalty: 3920.870117
	Iteration 35Q: 3 clusters Score -1.882483e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172485 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -18824816.000000 Penalty: 3920.870117
	Iteration 36Q: 3 clusters Score -1.882482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -18824818.000000 Penalty: 3920.870117
	Iteration 37Q: 3 clusters Score -1.882482e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -18824830.000000 Penalty: 3920.870117
	Iteration 38Q: 3 clusters Score -1.882483e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172535 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18824852.000000 Penalty: 3920.870117
	Iteration 39Q: 3 clusters Score -1.882485e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172557 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18824844.000000 Penalty: 3920.870117
	Iteration 40F: 3 clusters Score -1.882484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172577 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -18824858.000000 Penalty: 3920.870117
	Iteration 41Q: 3 clusters Score -1.882486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172599 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18824882.000000 Penalty: 3920.870117
	Iteration 42Q: 3 clusters Score -1.882488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172616 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -18824888.000000 Penalty: 3920.870117
	Iteration 43Q: 3 clusters Score -1.882489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172627 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18824896.000000 Penalty: 3920.870117
	Iteration 44Q: 3 clusters Score -1.88249e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -18824896.000000 Penalty: 3920.870117
	Iteration 45Q: 3 clusters Score -1.88249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172648 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18824888.000000 Penalty: 3920.870117
	Iteration 46Q: 3 clusters Score -1.882489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -18824890.000000 Penalty: 3920.870117
	Iteration 47Q: 3 clusters Score -1.882489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172667 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -18824898.000000 Penalty: 3920.870117
	Iteration 48Q: 3 clusters Score -1.88249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172678 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -18824890.000000 Penalty: 3920.870117
	Iteration 49Q: 3 clusters Score -1.882489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172688 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -18824898.000000 Penalty: 3920.870117
	Iteration 50Q: 3 clusters Score -1.88249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172689 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -18824890.000000 Penalty: 3920.870117
	Iteration 51Q: 3 clusters Score -1.882489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172690 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -18824896.000000 Penalty: 3920.870117
	Iteration 52Q: 3 clusters Score -1.88249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -18824892.000000 Penalty: 3920.870117
	Iteration 53Q: 3 clusters Score -1.882489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172696 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -18824894.000000 Penalty: 3920.870117
	Iteration 54Q: 3 clusters Score -1.882489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172698 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -18824894.000000 Penalty: 3920.870117
	Iteration 55Q: 3 clusters Score -1.882489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172699 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -18824878.000000 Penalty: 3920.870117
	Iteration 56Q: 3 clusters Score -1.882488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172702 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -18824890.000000 Penalty: 3920.870117
	Iteration 57Q: 3 clusters Score -1.882489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172703 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -18824888.000000 Penalty: 3920.870117
	Iteration 58Q: 3 clusters Score -1.882489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172703 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -18824888.000000 Penalty: 3920.870117
	Iteration 59F: 3 clusters Score -1.882489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (167714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167714 members 
Entering Unmasked Estep 
Score: -18171658.000000 Penalty: 1954.877441
	Iteration 0F: 2 clusters Score -1.817166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -18060404.000000 Penalty: 3909.754883
	Iteration 0F: 3 clusters Score -1.80604e+07 nChanged 81146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -18108344.000000 Penalty: 3909.754883
	Iteration 1F: 3 clusters Score -1.810834e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -18109464.000000 Penalty: 3909.754883
	Iteration 2Q: 3 clusters Score -1.810946e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -18111158.000000 Penalty: 3909.754883
	Iteration 3Q: 3 clusters Score -1.811116e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -18113380.000000 Penalty: 3909.754883
	Iteration 4Q: 3 clusters Score -1.811338e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105440 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -18117540.000000 Penalty: 3909.754883
	Iteration 5Q: 3 clusters Score -1.811754e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -18124418.000000 Penalty: 3909.754883
	Iteration 6F: 3 clusters Score -1.812442e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127577 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -18134312.000000 Penalty: 3909.754883
	Iteration 7F: 3 clusters Score -1.813431e+07 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140545 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -18146012.000000 Penalty: 3909.754883
	Iteration 8F: 3 clusters Score -1.814601e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151445 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -18155970.000000 Penalty: 3909.754883
	Iteration 9F: 3 clusters Score -1.815597e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158737 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -18162390.000000 Penalty: 3909.754883
	Iteration 10Q: 3 clusters Score -1.816239e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163094 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -18166014.000000 Penalty: 3909.754883
	Iteration 11Q: 3 clusters Score -1.816601e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -18168124.000000 Penalty: 3909.754883
	Iteration 12Q: 3 clusters Score -1.816812e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18169000.000000 Penalty: 3909.754883
	Iteration 13Q: 3 clusters Score -1.8169e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166954 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -18169384.000000 Penalty: 3909.754883
	Iteration 14Q: 3 clusters Score -1.816938e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167173 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -18169604.000000 Penalty: 3909.754883
	Iteration 15Q: 3 clusters Score -1.81696e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18169744.000000 Penalty: 3909.754883
	Iteration 16Q: 3 clusters Score -1.816974e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167329 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -18169820.000000 Penalty: 3909.754883
	Iteration 17Q: 3 clusters Score -1.816982e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167355 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18169834.000000 Penalty: 3909.754883
	Iteration 18Q: 3 clusters Score -1.816983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167381 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18169864.000000 Penalty: 3909.754883
	Iteration 19Q: 3 clusters Score -1.816986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167390 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -18169884.000000 Penalty: 3909.754883
	Iteration 20F: 3 clusters Score -1.816988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167400 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18169900.000000 Penalty: 3909.754883
	Iteration 21Q: 3 clusters Score -1.81699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167408 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18169904.000000 Penalty: 3909.754883
	Iteration 22Q: 3 clusters Score -1.81699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18169934.000000 Penalty: 3909.754883
	Iteration 23Q: 3 clusters Score -1.816993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18169938.000000 Penalty: 3909.754883
	Iteration 24Q: 3 clusters Score -1.816994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18169946.000000 Penalty: 3909.754883
	Iteration 25Q: 3 clusters Score -1.816995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18169956.000000 Penalty: 3909.754883
	Iteration 26Q: 3 clusters Score -1.816996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18169970.000000 Penalty: 3909.754883
	Iteration 27Q: 3 clusters Score -1.816997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18169964.000000 Penalty: 3909.754883
	Iteration 28Q: 3 clusters Score -1.816996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167445 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18169970.000000 Penalty: 3909.754883
	Iteration 29Q: 3 clusters Score -1.816997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18169970.000000 Penalty: 3909.754883
	Iteration 30Q: 3 clusters Score -1.816997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18169970.000000 Penalty: 3909.754883
	Iteration 31F: 3 clusters Score -1.816997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Entering Unmasked Estep 
Score: -3472853.750000 Penalty: 1683.586548
	Iteration 0F: 2 clusters Score -3472854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3451769.750000 Penalty: 3367.173096
	Iteration 0F: 3 clusters Score -3451770 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3459829.500000 Penalty: 3367.173096
	Iteration 1F: 3 clusters Score -3459830 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3460170.250000 Penalty: 3367.173096
	Iteration 2Q: 3 clusters Score -3460170 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3460569.500000 Penalty: 3367.173096
	Iteration 3Q: 3 clusters Score -3460570 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3461178.750000 Penalty: 3367.173096
	Iteration 4Q: 3 clusters Score -3461179 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3462140.250000 Penalty: 3367.173096
	Iteration 5Q: 3 clusters Score -3462140 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -3463359.500000 Penalty: 3367.173096
	Iteration 6F: 3 clusters Score -3463360 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3464691.750000 Penalty: 3367.173096
	Iteration 7F: 3 clusters Score -3464692 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3466056.750000 Penalty: 3367.173096
	Iteration 8F: 3 clusters Score -3466057 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3467205.750000 Penalty: 3367.173096
	Iteration 9F: 3 clusters Score -3467206 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3467955.250000 Penalty: 3367.173096
	Iteration 10Q: 3 clusters Score -3467955 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3468319.750000 Penalty: 3367.173096
	Iteration 11Q: 3 clusters Score -3468320 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3468556.000000 Penalty: 3367.173096
	Iteration 12Q: 3 clusters Score -3468556 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3468693.750000 Penalty: 3367.173096
	Iteration 13Q: 3 clusters Score -3468694 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3468796.500000 Penalty: 3367.173096
	Iteration 14Q: 3 clusters Score -3468796 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3468897.500000 Penalty: 3367.173096
	Iteration 15Q: 3 clusters Score -3468898 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3468982.250000 Penalty: 3367.173096
	Iteration 16Q: 3 clusters Score -3468982 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3469058.750000 Penalty: 3367.173096
	Iteration 17Q: 3 clusters Score -3469059 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3469130.250000 Penalty: 3367.173096
	Iteration 18Q: 3 clusters Score -3469130 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3469222.500000 Penalty: 3367.173096
	Iteration 19Q: 3 clusters Score -3469222 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3469297.500000 Penalty: 3367.173096
	Iteration 20F: 3 clusters Score -3469298 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3469394.500000 Penalty: 3367.173096
	Iteration 21Q: 3 clusters Score -3469394 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3469493.250000 Penalty: 3367.173096
	Iteration 22Q: 3 clusters Score -3469493 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3469581.500000 Penalty: 3367.173096
	Iteration 23Q: 3 clusters Score -3469582 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3469708.750000 Penalty: 3367.173096
	Iteration 24Q: 3 clusters Score -3469709 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -3469815.000000 Penalty: 3367.173096
	Iteration 25Q: 3 clusters Score -3469815 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3469915.750000 Penalty: 3367.173096
	Iteration 26Q: 3 clusters Score -3469916 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3469999.500000 Penalty: 3367.173096
	Iteration 27Q: 3 clusters Score -3470000 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3470131.250000 Penalty: 3367.173096
	Iteration 28Q: 3 clusters Score -3470131 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3470239.250000 Penalty: 3367.173096
	Iteration 29Q: 3 clusters Score -3470239 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3470332.250000 Penalty: 3367.173096
	Iteration 30Q: 3 clusters Score -3470332 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3470440.750000 Penalty: 3367.173096
	Iteration 31Q: 3 clusters Score -3470441 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3470556.250000 Penalty: 3367.173096
	Iteration 32Q: 3 clusters Score -3470556 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3470684.500000 Penalty: 3367.173096
	Iteration 33Q: 3 clusters Score -3470684 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3470762.750000 Penalty: 3367.173096
	Iteration 34Q: 3 clusters Score -3470763 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3470840.500000 Penalty: 3367.173096
	Iteration 35Q: 3 clusters Score -3470840 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3470940.750000 Penalty: 3367.173096
	Iteration 36Q: 3 clusters Score -3470941 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3471029.250000 Penalty: 3367.173096
	Iteration 37Q: 3 clusters Score -3471029 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3471096.000000 Penalty: 3367.173096
	Iteration 38Q: 3 clusters Score -3471096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3471144.250000 Penalty: 3367.173096
	Iteration 39Q: 3 clusters Score -3471144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3471186.250000 Penalty: 3367.173096
	Iteration 40F: 3 clusters Score -3471186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3471234.250000 Penalty: 3367.173096
	Iteration 41Q: 3 clusters Score -3471234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3471259.750000 Penalty: 3367.173096
	Iteration 42Q: 3 clusters Score -3471260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3471286.500000 Penalty: 3367.173096
	Iteration 43Q: 3 clusters Score -3471286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3471317.750000 Penalty: 3367.173096
	Iteration 44Q: 3 clusters Score -3471318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3471335.750000 Penalty: 3367.173096
	Iteration 45Q: 3 clusters Score -3471336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3471349.750000 Penalty: 3367.173096
	Iteration 46Q: 3 clusters Score -3471350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3471355.250000 Penalty: 3367.173096
	Iteration 47Q: 3 clusters Score -3471355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3471361.750000 Penalty: 3367.173096
	Iteration 48Q: 3 clusters Score -3471362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3471370.250000 Penalty: 3367.173096
	Iteration 49Q: 3 clusters Score -3471370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3471380.250000 Penalty: 3367.173096
	Iteration 50Q: 3 clusters Score -3471380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3471383.000000 Penalty: 3367.173096
	Iteration 51Q: 3 clusters Score -3471383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3471386.500000 Penalty: 3367.173096
	Iteration 52Q: 3 clusters Score -3471386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3471393.000000 Penalty: 3367.173096
	Iteration 53Q: 3 clusters Score -3471393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3471400.500000 Penalty: 3367.173096
	Iteration 54Q: 3 clusters Score -3471400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3471406.500000 Penalty: 3367.173096
	Iteration 55Q: 3 clusters Score -3471406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3471405.500000 Penalty: 3367.173096
	Iteration 56Q: 3 clusters Score -3471406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3471412.250000 Penalty: 3367.173096
	Iteration 57Q: 3 clusters Score -3471412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3471415.250000 Penalty: 3367.173096
	Iteration 58Q: 3 clusters Score -3471415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3471418.000000 Penalty: 3367.173096
	Iteration 59Q: 3 clusters Score -3471418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3471419.750000 Penalty: 3367.173096
	Iteration 60F: 3 clusters Score -3471420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3471424.750000 Penalty: 3367.173096
	Iteration 61Q: 3 clusters Score -3471425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3471425.250000 Penalty: 3367.173096
	Iteration 62Q: 3 clusters Score -3471425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3471426.000000 Penalty: 3367.173096
	Iteration 63Q: 3 clusters Score -3471426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3471422.500000 Penalty: 3367.173096
	Iteration 64Q: 3 clusters Score -3471422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3471423.500000 Penalty: 3367.173096
	Iteration 65Q: 3 clusters Score -3471424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3471424.750000 Penalty: 3367.173096
	Iteration 66Q: 3 clusters Score -3471425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3471424.250000 Penalty: 3367.173096
	Iteration 67Q: 3 clusters Score -3471424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3471424.250000 Penalty: 3367.173096
	Iteration 68Q: 3 clusters Score -3471424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3471423.250000 Penalty: 3367.173096
	Iteration 69Q: 3 clusters Score -3471423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3471426.000000 Penalty: 3367.173096
	Iteration 70Q: 3 clusters Score -3471426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3471430.500000 Penalty: 3367.173096
	Iteration 71Q: 3 clusters Score -3471430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3471431.500000 Penalty: 3367.173096
	Iteration 72Q: 3 clusters Score -3471432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3471431.000000 Penalty: 3367.173096
	Iteration 73Q: 3 clusters Score -3471431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3471434.750000 Penalty: 3367.173096
	Iteration 74Q: 3 clusters Score -3471435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3471436.250000 Penalty: 3367.173096
	Iteration 75Q: 3 clusters Score -3471436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3471434.500000 Penalty: 3367.173096
	Iteration 76Q: 3 clusters Score -3471434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3471440.750000 Penalty: 3367.173096
	Iteration 77Q: 3 clusters Score -3471441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3471442.250000 Penalty: 3367.173096
	Iteration 78Q: 3 clusters Score -3471442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3471446.000000 Penalty: 3367.173096
	Iteration 79Q: 3 clusters Score -3471446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3471447.500000 Penalty: 3367.173096
	Iteration 80F: 3 clusters Score -3471448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3471450.000000 Penalty: 3367.173096
	Iteration 81Q: 3 clusters Score -3471450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3471450.000000 Penalty: 3367.173096
	Iteration 82F: 3 clusters Score -3471450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -874108.500000 Penalty: 1458.622192
	Iteration 0F: 2 clusters Score -874108.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -868313.437500 Penalty: 2917.244385
	Iteration 0F: 3 clusters Score -868313.4 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -870182.875000 Penalty: 2917.244385
	Iteration 1F: 3 clusters Score -870182.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -870419.937500 Penalty: 2917.244385
	Iteration 2F: 3 clusters Score -870419.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -870594.000000 Penalty: 2917.244385
	Iteration 3Q: 3 clusters Score -870594 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -870764.812500 Penalty: 2917.244385
	Iteration 4Q: 3 clusters Score -870764.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -870945.562500 Penalty: 2917.244385
	Iteration 5Q: 3 clusters Score -870945.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -871133.375000 Penalty: 2917.244385
	Iteration 6Q: 3 clusters Score -871133.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -871321.500000 Penalty: 2917.244385
	Iteration 7Q: 3 clusters Score -871321.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -871519.875000 Penalty: 2917.244385
	Iteration 8Q: 3 clusters Score -871519.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -871754.750000 Penalty: 2917.244385
	Iteration 9Q: 3 clusters Score -871754.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -872011.937500 Penalty: 2917.244385
	Iteration 10Q: 3 clusters Score -872011.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -872262.812500 Penalty: 2917.244385
	Iteration 11Q: 3 clusters Score -872262.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -872458.125000 Penalty: 2917.244385
	Iteration 12Q: 3 clusters Score -872458.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -872591.125000 Penalty: 2917.244385
	Iteration 13Q: 3 clusters Score -872591.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -872691.687500 Penalty: 2917.244385
	Iteration 14Q: 3 clusters Score -872691.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -872765.500000 Penalty: 2917.244385
	Iteration 15Q: 3 clusters Score -872765.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -872824.312500 Penalty: 2917.244385
	Iteration 16Q: 3 clusters Score -872824.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -872855.000000 Penalty: 2917.244385
	Iteration 17Q: 3 clusters Score -872855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -872871.250000 Penalty: 2917.244385
	Iteration 18Q: 3 clusters Score -872871.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -872887.500000 Penalty: 2917.244385
	Iteration 19Q: 3 clusters Score -872887.5 nChanged 19
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: -872905.125000 Penalty: 2917.244385
	Iteration 20F: 3 clusters Score -872905.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -872913.250000 Penalty: 2917.244385
	Iteration 21Q: 3 clusters Score -872913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -872925.500000 Penalty: 2917.244385
	Iteration 22Q: 3 clusters Score -872925.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -872934.375000 Penalty: 2917.244385
	Iteration 23Q: 3 clusters Score -872934.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -872944.625000 Penalty: 2917.244385
	Iteration 24Q: 3 clusters Score -872944.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -872962.250000 Penalty: 2917.244385
	Iteration 25Q: 3 clusters Score -872962.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -872967.000000 Penalty: 2917.244385
	Iteration 26Q: 3 clusters Score -872967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -872967.000000 Penalty: 2917.244385
	Iteration 27F: 3 clusters Score -872967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Entering Unmasked Estep 
Score: -3398555.000000 Penalty: 1679.750244
	Iteration 0F: 2 clusters Score -3398555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3377741.250000 Penalty: 3359.500488
	Iteration 0F: 3 clusters Score -3377741 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3385663.500000 Penalty: 3359.500488
	Iteration 1F: 3 clusters Score -3385664 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3386071.250000 Penalty: 3359.500488
	Iteration 2Q: 3 clusters Score -3386071 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3386533.000000 Penalty: 3359.500488
	Iteration 3Q: 3 clusters Score -3386533 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3387207.750000 Penalty: 3359.500488
	Iteration 4Q: 3 clusters Score -3387208 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3388273.500000 Penalty: 3359.500488
	Iteration 5F: 3 clusters Score -3388274 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3389947.000000 Penalty: 3359.500488
	Iteration 6F: 3 clusters Score -3389947 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3392167.750000 Penalty: 3359.500488
	Iteration 7F: 3 clusters Score -3392168 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3394430.250000 Penalty: 3359.500488
	Iteration 8F: 3 clusters Score -3394430 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3395947.000000 Penalty: 3359.500488
	Iteration 9F: 3 clusters Score -3395947 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3396650.500000 Penalty: 3359.500488
	Iteration 10Q: 3 clusters Score -3396650 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3396917.750000 Penalty: 3359.500488
	Iteration 11Q: 3 clusters Score -3396918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3397041.750000 Penalty: 3359.500488
	Iteration 12Q: 3 clusters Score -3397042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3397081.000000 Penalty: 3359.500488
	Iteration 13Q: 3 clusters Score -3397081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3397112.750000 Penalty: 3359.500488
	Iteration 14Q: 3 clusters Score -3397113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3397130.250000 Penalty: 3359.500488
	Iteration 15Q: 3 clusters Score -3397130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3397147.500000 Penalty: 3359.500488
	Iteration 16Q: 3 clusters Score -3397148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3397157.750000 Penalty: 3359.500488
	Iteration 17Q: 3 clusters Score -3397158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3397161.750000 Penalty: 3359.500488
	Iteration 18Q: 3 clusters Score -3397162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3397163.750000 Penalty: 3359.500488
	Iteration 19Q: 3 clusters Score -3397164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3397168.500000 Penalty: 3359.500488
	Iteration 20F: 3 clusters Score -3397168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3397167.250000 Penalty: 3359.500488
	Iteration 21Q: 3 clusters Score -3397167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3397167.250000 Penalty: 3359.500488
	Iteration 22F: 3 clusters Score -3397167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 6 contains 39607 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 174939 members 
Mstep: Class 11 contains 139825 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 65229 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 42103 members 
Mstep: Class 19 contains 173549 members 
Mstep: Class 20 contains 167714 members 
Mstep: Class 21 contains 31588 members 
Mstep: Class 22 contains 7912 members 
Mstep: Class 23 contains 30851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837080.000000 Penalty: 33373.367188
Iteration 39Q: 16 clusters Score -9.383708e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 6 contains 40274 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 174799 members 
Mstep: Class 11 contains 138568 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 42029 members 
Mstep: Class 19 contains 173841 members 
Mstep: Class 20 contains 167535 members 
Mstep: Class 21 contains 31590 members 
Mstep: Class 22 contains 7779 members 
Mstep: Class 23 contains 31275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93837416.000000 Penalty: 33373.367188
Iteration 40F: 16 clusters Score -9.383742e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 40802 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 174581 members 
Mstep: Class 11 contains 137708 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 65453 members 
Mstep: Class 16 contains 1976 members 
Mstep: Class 17 contains 42008 members 
Mstep: Class 19 contains 174010 members 
Mstep: Class 20 contains 167331 members 
Mstep: Class 21 contains 31576 members 
Mstep: Class 22 contains 7652 members 
Mstep: Class 23 contains 31772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838256.000000 Penalty: 33373.367188
Iteration 41Q: 16 clusters Score -9.383826e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 6 contains 41217 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 174399 members 
Mstep: Class 11 contains 137114 members 
Mstep: Class 13 contains 935 members 
Mstep: Class 14 contains 65521 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 42013 members 
Mstep: Class 19 contains 174118 members 
Mstep: Class 20 contains 167088 members 
Mstep: Class 21 contains 31578 members 
Mstep: Class 22 contains 7511 members 
Mstep: Class 23 contains 32233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838480.000000 Penalty: 33373.367188
Iteration 42Q: 16 clusters Score -9.383848e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 6 contains 41571 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 174208 members 
Mstep: Class 11 contains 136606 members 
Mstep: Class 13 contains 933 members 
Mstep: Class 14 contains 65548 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 42024 members 
Mstep: Class 19 contains 174100 members 
Mstep: Class 20 contains 166959 members 
Mstep: Class 21 contains 31578 members 
Mstep: Class 22 contains 7399 members 
Mstep: Class 23 contains 32715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93838848.000000 Penalty: 33373.367188
Iteration 43Q: 16 clusters Score -9.383885e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 6 contains 41900 members 
Mstep: Class 7 contains 4817 members 
Mstep: Class 8 contains 174014 members 
Mstep: Class 11 contains 136174 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 65546 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 42042 members 
Mstep: Class 19 contains 174108 members 
Mstep: Class 20 contains 166779 members 
Mstep: Class 21 contains 31593 members 
Mstep: Class 22 contains 7300 members 
Mstep: Class 23 contains 33200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839064.000000 Penalty: 33373.367188
Iteration 44Q: 16 clusters Score -9.383906e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 6 contains 42279 members 
Mstep: Class 7 contains 4805 members 
Mstep: Class 8 contains 173851 members 
Mstep: Class 11 contains 135698 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 65546 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 42057 members 
Mstep: Class 19 contains 174129 members 
Mstep: Class 20 contains 166650 members 
Mstep: Class 21 contains 31591 members 
Mstep: Class 22 contains 7184 members 
Mstep: Class 23 contains 33644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839472.000000 Penalty: 33373.367188
Iteration 45Q: 16 clusters Score -9.383947e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 6 contains 42641 members 
Mstep: Class 7 contains 4775 members 
Mstep: Class 8 contains 173682 members 
Mstep: Class 11 contains 135270 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 65530 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 17 contains 42081 members 
Mstep: Class 19 contains 174159 members 
Mstep: Class 20 contains 166467 members 
Mstep: Class 21 contains 31598 members 
Mstep: Class 22 contains 7076 members 
Mstep: Class 23 contains 34098 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 16 clusters Score -9.38397e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 6 contains 42952 members 
Mstep: Class 7 contains 4756 members 
Mstep: Class 8 contains 173451 members 
Mstep: Class 11 contains 134888 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 65491 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 42087 members 
Mstep: Class 19 contains 174173 members 
Mstep: Class 20 contains 166354 members 
Mstep: Class 21 contains 31634 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 34538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93839920.000000 Penalty: 33373.367188
Iteration 47Q: 16 clusters Score -9.383992e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 6 contains 43269 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 173239 members 
Mstep: Class 11 contains 134491 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 65453 members 
Mstep: Class 16 contains 2124 members 
Mstep: Class 17 contains 42097 members 
Mstep: Class 19 contains 174201 members 
Mstep: Class 20 contains 166237 members 
Mstep: Class 21 contains 31660 members 
Mstep: Class 22 contains 6913 members 
Mstep: Class 23 contains 34958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840352.000000 Penalty: 33373.367188
Iteration 48Q: 16 clusters Score -9.384035e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 940 members 
Mstep: Class 6 contains 43562 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 173082 members 
Mstep: Class 11 contains 134154 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 65444 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 42103 members 
Mstep: Class 19 contains 174222 members 
Mstep: Class 20 contains 166039 members 
Mstep: Class 21 contains 31683 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 35349 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 16 clusters Score -9.38406e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 6 contains 43841 members 
Mstep: Class 7 contains 4717 members 
Mstep: Class 8 contains 172956 members 
Mstep: Class 11 contains 133833 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 65405 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 42109 members 
Mstep: Class 19 contains 174258 members 
Mstep: Class 20 contains 165816 members 
Mstep: Class 21 contains 31718 members 
Mstep: Class 22 contains 6763 members 
Mstep: Class 23 contains 35739 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 16 clusters Score -9.384071e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 6 contains 44110 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 172839 members 
Mstep: Class 11 contains 133538 members 
Mstep: Class 13 contains 908 members 
Mstep: Class 14 contains 65364 members 
Mstep: Class 16 contains 2130 members 
Mstep: Class 17 contains 42114 members 
Mstep: Class 19 contains 174270 members 
Mstep: Class 20 contains 165664 members 
Mstep: Class 21 contains 31723 members 
Mstep: Class 22 contains 6694 members 
Mstep: Class 23 contains 36084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93840976.000000 Penalty: 33373.367188
Iteration 51Q: 16 clusters Score -9.384098e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 6 contains 44344 members 
Mstep: Class 7 contains 4712 members 
Mstep: Class 8 contains 172725 members 
Mstep: Class 11 contains 133257 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 65303 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 42119 members 
Mstep: Class 19 contains 174263 members 
Mstep: Class 20 contains 165572 members 
Mstep: Class 21 contains 31738 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 36414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841336.000000 Penalty: 33373.367188
Iteration 52Q: 16 clusters Score -9.384134e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 6 contains 44532 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 172592 members 
Mstep: Class 11 contains 133008 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 65264 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 17 contains 42115 members 
Mstep: Class 19 contains 174239 members 
Mstep: Class 20 contains 165512 members 
Mstep: Class 21 contains 31772 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 36732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841568.000000 Penalty: 33373.367188
Iteration 53Q: 16 clusters Score -9.384157e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 6 contains 44695 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 172415 members 
Mstep: Class 11 contains 132789 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65222 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 17 contains 42110 members 
Mstep: Class 19 contains 174253 members 
Mstep: Class 20 contains 165428 members 
Mstep: Class 21 contains 31799 members 
Mstep: Class 22 contains 6497 members 
Mstep: Class 23 contains 37071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841608.000000 Penalty: 33373.367188
Iteration 54Q: 16 clusters Score -9.384161e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 6 contains 44860 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 172239 members 
Mstep: Class 11 contains 132568 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65191 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 42108 members 
Mstep: Class 19 contains 174248 members 
Mstep: Class 20 contains 165369 members 
Mstep: Class 21 contains 31823 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 37395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841744.000000 Penalty: 33373.367188
Iteration 55Q: 16 clusters Score -9.384174e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 6 contains 45026 members 
Mstep: Class 7 contains 4672 members 
Mstep: Class 8 contains 172057 members 
Mstep: Class 11 contains 132342 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65168 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 42101 members 
Mstep: Class 19 contains 174243 members 
Mstep: Class 20 contains 165357 members 
Mstep: Class 21 contains 31844 members 
Mstep: Class 22 contains 6358 members 
Mstep: Class 23 contains 37693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841760.000000 Penalty: 33373.367188
Iteration 56Q: 16 clusters Score -9.384176e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 6 contains 45188 members 
Mstep: Class 7 contains 4666 members 
Mstep: Class 8 contains 171894 members 
Mstep: Class 11 contains 132094 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65132 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 42089 members 
Mstep: Class 19 contains 174260 members 
Mstep: Class 20 contains 165348 members 
Mstep: Class 21 contains 31856 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 37992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93841984.000000 Penalty: 33373.367188
Iteration 57Q: 16 clusters Score -9.384198e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 6 contains 45341 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 171770 members 
Mstep: Class 11 contains 131861 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65087 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 42091 members 
Mstep: Class 19 contains 174271 members 
Mstep: Class 20 contains 165340 members 
Mstep: Class 21 contains 31863 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 38290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842040.000000 Penalty: 33373.367188
Iteration 58Q: 16 clusters Score -9.384204e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 6 contains 45481 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 171656 members 
Mstep: Class 11 contains 131661 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65033 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 42089 members 
Mstep: Class 19 contains 174257 members 
Mstep: Class 20 contains 165362 members 
Mstep: Class 21 contains 31863 members 
Mstep: Class 22 contains 6132 members 
Mstep: Class 23 contains 38549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842272.000000 Penalty: 33373.367188
Iteration 59Q: 16 clusters Score -9.384227e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 171609 members 
Mstep: Class 11 contains 131469 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64967 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 42091 members 
Mstep: Class 19 contains 174235 members 
Mstep: Class 20 contains 165356 members 
Mstep: Class 21 contains 31862 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 38798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842464.000000 Penalty: 33373.367188
Iteration 60F: 16 clusters Score -9.384246e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 45730 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 171560 members 
Mstep: Class 11 contains 131257 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64893 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 42092 members 
Mstep: Class 19 contains 174257 members 
Mstep: Class 20 contains 165347 members 
Mstep: Class 21 contains 31866 members 
Mstep: Class 22 contains 5994 members 
Mstep: Class 23 contains 39032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842536.000000 Penalty: 33373.367188
Iteration 61Q: 16 clusters Score -9.384254e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 45829 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 171478 members 
Mstep: Class 11 contains 131090 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 64840 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 42083 members 
Mstep: Class 19 contains 174251 members 
Mstep: Class 20 contains 165384 members 
Mstep: Class 21 contains 31854 members 
Mstep: Class 22 contains 5939 members 
Mstep: Class 23 contains 39251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93842704.000000 Penalty: 33373.367188
Iteration 62Q: 16 clusters Score -9.38427e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 45939 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 171420 members 
Mstep: Class 11 contains 130898 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 64774 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 42073 members 
Mstep: Class 19 contains 174261 members 
Mstep: Class 20 contains 165402 members 
Mstep: Class 21 contains 31859 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 39463 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 16 clusters Score -9.384279e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 46036 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 171368 members 
Mstep: Class 11 contains 130702 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 64701 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 42072 members 
Mstep: Class 19 contains 174275 members 
Mstep: Class 20 contains 165434 members 
Mstep: Class 21 contains 31845 members 
Mstep: Class 22 contains 5824 members 
Mstep: Class 23 contains 39695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 16 clusters Score -9.384282e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 46136 members 
Mstep: Class 7 contains 4623 members 
Mstep: Class 8 contains 171322 members 
Mstep: Class 11 contains 130487 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 64649 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 42068 members 
Mstep: Class 19 contains 174259 members 
Mstep: Class 20 contains 165495 members 
Mstep: Class 21 contains 31827 members 
Mstep: Class 22 contains 5769 members 
Mstep: Class 23 contains 39908 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 16 clusters Score -9.384262e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 46261 members 
Mstep: Class 7 contains 4622 members 
Mstep: Class 8 contains 171276 members 
Mstep: Class 11 contains 130244 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 64611 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 42063 members 
Mstep: Class 19 contains 174242 members 
Mstep: Class 20 contains 165551 members 
Mstep: Class 21 contains 31814 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 40101 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 16 clusters Score -9.384293e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 46362 members 
Mstep: Class 7 contains 4624 members 
Mstep: Class 8 contains 171239 members 
Mstep: Class 11 contains 130009 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 64555 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 42062 members 
Mstep: Class 19 contains 174212 members 
Mstep: Class 20 contains 165641 members 
Mstep: Class 21 contains 31812 members 
Mstep: Class 22 contains 5676 members 
Mstep: Class 23 contains 40282 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 16 clusters Score -9.384302e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 46442 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 171175 members 
Mstep: Class 11 contains 129821 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 64500 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 42063 members 
Mstep: Class 19 contains 174182 members 
Mstep: Class 20 contains 165738 members 
Mstep: Class 21 contains 31802 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 40463 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 16 clusters Score -9.384308e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 46528 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 171104 members 
Mstep: Class 11 contains 129632 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 64452 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 42060 members 
Mstep: Class 19 contains 174142 members 
Mstep: Class 20 contains 165856 members 
Mstep: Class 21 contains 31790 members 
Mstep: Class 22 contains 5604 members 
Mstep: Class 23 contains 40644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843112.000000 Penalty: 33373.367188
Iteration 69Q: 16 clusters Score -9.384311e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 46616 members 
Mstep: Class 7 contains 4607 members 
Mstep: Class 8 contains 171039 members 
Mstep: Class 11 contains 129422 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 64413 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 42052 members 
Mstep: Class 19 contains 174104 members 
Mstep: Class 20 contains 165989 members 
Mstep: Class 21 contains 31776 members 
Mstep: Class 22 contains 5574 members 
Mstep: Class 23 contains 40794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843144.000000 Penalty: 33373.367188
Iteration 70Q: 16 clusters Score -9.384314e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 46709 members 
Mstep: Class 7 contains 4606 members 
Mstep: Class 8 contains 170996 members 
Mstep: Class 11 contains 129187 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 64378 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 42051 members 
Mstep: Class 19 contains 174086 members 
Mstep: Class 20 contains 166081 members 
Mstep: Class 21 contains 31777 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 40924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843208.000000 Penalty: 33373.367188
Iteration 71Q: 16 clusters Score -9.384321e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 46807 members 
Mstep: Class 7 contains 4604 members 
Mstep: Class 8 contains 170956 members 
Mstep: Class 11 contains 128960 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 64352 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 42052 members 
Mstep: Class 19 contains 174057 members 
Mstep: Class 20 contains 166179 members 
Mstep: Class 21 contains 31776 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 41050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843280.000000 Penalty: 33373.367188
Iteration 72Q: 16 clusters Score -9.384328e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 46925 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 170923 members 
Mstep: Class 11 contains 128722 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 64330 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 42048 members 
Mstep: Class 19 contains 174039 members 
Mstep: Class 20 contains 166249 members 
Mstep: Class 21 contains 31771 members 
Mstep: Class 22 contains 5524 members 
Mstep: Class 23 contains 41176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843224.000000 Penalty: 33373.367188
Iteration 73Q: 16 clusters Score -9.384322e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 6 contains 47038 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 170886 members 
Mstep: Class 11 contains 128500 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 64320 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 42046 members 
Mstep: Class 19 contains 174030 members 
Mstep: Class 20 contains 166316 members 
Mstep: Class 21 contains 31762 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 41296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843464.000000 Penalty: 33373.367188
Iteration 74Q: 16 clusters Score -9.384346e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 6 contains 47134 members 
Mstep: Class 7 contains 4604 members 
Mstep: Class 8 contains 170873 members 
Mstep: Class 11 contains 128303 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 64295 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 42041 members 
Mstep: Class 19 contains 174043 members 
Mstep: Class 20 contains 166355 members 
Mstep: Class 21 contains 31752 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 41407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843600.000000 Penalty: 33373.367188
Iteration 75Q: 16 clusters Score -9.38436e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 6 contains 47238 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 170873 members 
Mstep: Class 11 contains 128091 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 64276 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 42033 members 
Mstep: Class 19 contains 174056 members 
Mstep: Class 20 contains 166373 members 
Mstep: Class 21 contains 31745 members 
Mstep: Class 22 contains 5466 members 
Mstep: Class 23 contains 41530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843680.000000 Penalty: 33373.367188
Iteration 76Q: 16 clusters Score -9.384368e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 6 contains 47321 members 
Mstep: Class 7 contains 4599 members 
Mstep: Class 8 contains 170857 members 
Mstep: Class 11 contains 127883 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 64247 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 42029 members 
Mstep: Class 19 contains 174093 members 
Mstep: Class 20 contains 166417 members 
Mstep: Class 21 contains 31732 members 
Mstep: Class 22 contains 5442 members 
Mstep: Class 23 contains 41650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843640.000000 Penalty: 33373.367188
Iteration 77Q: 16 clusters Score -9.384364e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 6 contains 47394 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 170850 members 
Mstep: Class 11 contains 127671 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 64227 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 42021 members 
Mstep: Class 19 contains 174118 members 
Mstep: Class 20 contains 166474 members 
Mstep: Class 21 contains 31721 members 
Mstep: Class 22 contains 5425 members 
Mstep: Class 23 contains 41756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843584.000000 Penalty: 33373.367188
Iteration 78Q: 16 clusters Score -9.384358e+07 nChanged 943
Entering ConstructFrom: 
Score: -93843584.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Entering Unmasked Estep 
Score: -328790.187500 Penalty: 1313.239746
	Iteration 0F: 2 clusters Score -328790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -325985.312500 Penalty: 2626.479492
	Iteration 0F: 3 clusters Score -325985.3 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -326774.875000 Penalty: 2626.479492
	Iteration 1F: 3 clusters Score -326774.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -327086.750000 Penalty: 2626.479492
	Iteration 2F: 3 clusters Score -327086.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -327367.875000 Penalty: 2626.479492
	Iteration 3F: 3 clusters Score -327367.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -327677.250000 Penalty: 2626.479492
	Iteration 4F: 3 clusters Score -327677.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -327884.406250 Penalty: 2626.479492
	Iteration 5F: 3 clusters Score -327884.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -328019.156250 Penalty: 2626.479492
	Iteration 6Q: 3 clusters Score -328019.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -328100.468750 Penalty: 2626.479492
	Iteration 7Q: 3 clusters Score -328100.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -328170.718750 Penalty: 2626.479492
	Iteration 8Q: 3 clusters Score -328170.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -328223.937500 Penalty: 2626.479492
	Iteration 9Q: 3 clusters Score -328223.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -328255.468750 Penalty: 2626.479492
	Iteration 10Q: 3 clusters Score -328255.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -328278.218750 Penalty: 2626.479492
	Iteration 11Q: 3 clusters Score -328278.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -328288.843750 Penalty: 2626.479492
	Iteration 12Q: 3 clusters Score -328288.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -328300.843750 Penalty: 2626.479492
	Iteration 13Q: 3 clusters Score -328300.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -328310.625000 Penalty: 2626.479492
	Iteration 14Q: 3 clusters Score -328310.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -328320.937500 Penalty: 2626.479492
	Iteration 15Q: 3 clusters Score -328320.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -328329.156250 Penalty: 2626.479492
	Iteration 16Q: 3 clusters Score -328329.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -328333.906250 Penalty: 2626.479492
	Iteration 17Q: 3 clusters Score -328333.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -328337.906250 Penalty: 2626.479492
	Iteration 18Q: 3 clusters Score -328337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -328340.312500 Penalty: 2626.479492
	Iteration 19Q: 3 clusters Score -328340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -328344.062500 Penalty: 2626.479492
	Iteration 20F: 3 clusters Score -328344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -328348.156250 Penalty: 2626.479492
	Iteration 21Q: 3 clusters Score -328348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -328349.187500 Penalty: 2626.479492
	Iteration 22Q: 3 clusters Score -328349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -328349.625000 Penalty: 2626.479492
	Iteration 23Q: 3 clusters Score -328349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -328349.625000 Penalty: 2626.479492
	Iteration 24F: 3 clusters Score -328349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -93562.007812 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -93562.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92164.554688 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -92164.55 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92542.859375 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -92542.86 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92814.117188 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -92814.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93069.046875 Penalty: 2238.786133
	Iteration 3F: 3 clusters Score -93069.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -93308.851562 Penalty: 2238.786133
	Iteration 4F: 3 clusters Score -93308.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -93413.656250 Penalty: 2238.786133
	Iteration 5F: 3 clusters Score -93413.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93471.367188 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -93471.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93487.703125 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -93487.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93498.062500 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -93498.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93506.687500 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -93506.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93510.851562 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -93510.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93511.640625 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -93511.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93512.085938 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -93512.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93512.976562 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -93512.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93513.523438 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -93513.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93513.523438 Penalty: 2238.786133
	Iteration 15F: 3 clusters Score -93513.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Entering Unmasked Estep 
Score: -4990696.000000 Penalty: 1749.796631
	Iteration 0F: 2 clusters Score -4990696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4958876.000000 Penalty: 3499.593262
	Iteration 0F: 3 clusters Score -4958876 nChanged 22230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4971035.500000 Penalty: 3499.593262
	Iteration 1F: 3 clusters Score -4971036 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4971421.500000 Penalty: 3499.593262
	Iteration 2Q: 3 clusters Score -4971422 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4971798.000000 Penalty: 3499.593262
	Iteration 3Q: 3 clusters Score -4971798 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4972235.000000 Penalty: 3499.593262
	Iteration 4Q: 3 clusters Score -4972235 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4972797.500000 Penalty: 3499.593262
	Iteration 5Q: 3 clusters Score -4972798 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4973631.000000 Penalty: 3499.593262
	Iteration 6Q: 3 clusters Score -4973631 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4974943.000000 Penalty: 3499.593262
	Iteration 7Q: 3 clusters Score -4974943 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4976941.000000 Penalty: 3499.593262
	Iteration 8F: 3 clusters Score -4976941 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4979624.000000 Penalty: 3499.593262
	Iteration 9F: 3 clusters Score -4979624 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -4982389.000000 Penalty: 3499.593262
	Iteration 10F: 3 clusters Score -4982389 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4984640.000000 Penalty: 3499.593262
	Iteration 11F: 3 clusters Score -4984640 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4986090.000000 Penalty: 3499.593262
	Iteration 12Q: 3 clusters Score -4986090 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4987000.000000 Penalty: 3499.593262
	Iteration 13Q: 3 clusters Score -4987000 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4987532.000000 Penalty: 3499.593262
	Iteration 14Q: 3 clusters Score -4987532 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -4987968.000000 Penalty: 3499.593262
	Iteration 15Q: 3 clusters Score -4987968 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -4988349.500000 Penalty: 3499.593262
	Iteration 16Q: 3 clusters Score -4988350 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -4988558.000000 Penalty: 3499.593262
	Iteration 17Q: 3 clusters Score -4988558 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4988713.500000 Penalty: 3499.593262
	Iteration 18Q: 3 clusters Score -4988714 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -4988799.000000 Penalty: 3499.593262
	Iteration 19Q: 3 clusters Score -4988799 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -4988889.000000 Penalty: 3499.593262
	Iteration 20F: 3 clusters Score -4988889 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4988962.000000 Penalty: 3499.593262
	Iteration 21Q: 3 clusters Score -4988962 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -4989036.500000 Penalty: 3499.593262
	Iteration 22Q: 3 clusters Score -4989036 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -4989089.000000 Penalty: 3499.593262
	Iteration 23Q: 3 clusters Score -4989089 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4989130.000000 Penalty: 3499.593262
	Iteration 24Q: 3 clusters Score -4989130 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -4989166.500000 Penalty: 3499.593262
	Iteration 25Q: 3 clusters Score -4989166 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4989182.500000 Penalty: 3499.593262
	Iteration 26Q: 3 clusters Score -4989182 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -4989213.000000 Penalty: 3499.593262
	Iteration 27Q: 3 clusters Score -4989213 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -4989229.000000 Penalty: 3499.593262
	Iteration 28Q: 3 clusters Score -4989229 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4989251.500000 Penalty: 3499.593262
	Iteration 29Q: 3 clusters Score -4989252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4989283.500000 Penalty: 3499.593262
	Iteration 30Q: 3 clusters Score -4989284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4989306.500000 Penalty: 3499.593262
	Iteration 31Q: 3 clusters Score -4989306 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -4989331.000000 Penalty: 3499.593262
	Iteration 32Q: 3 clusters Score -4989331 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4989324.000000 Penalty: 3499.593262
	Iteration 33Q: 3 clusters Score -4989324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4989348.000000 Penalty: 3499.593262
	Iteration 34Q: 3 clusters Score -4989348 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4989383.000000 Penalty: 3499.593262
	Iteration 35Q: 3 clusters Score -4989383 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4989417.000000 Penalty: 3499.593262
	Iteration 36Q: 3 clusters Score -4989417 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4989424.000000 Penalty: 3499.593262
	Iteration 37Q: 3 clusters Score -4989424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4989442.000000 Penalty: 3499.593262
	Iteration 38Q: 3 clusters Score -4989442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4989468.500000 Penalty: 3499.593262
	Iteration 39Q: 3 clusters Score -4989468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4989483.000000 Penalty: 3499.593262
	Iteration 40F: 3 clusters Score -4989483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -4989510.000000 Penalty: 3499.593262
	Iteration 41Q: 3 clusters Score -4989510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4989523.500000 Penalty: 3499.593262
	Iteration 42Q: 3 clusters Score -4989524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4989527.500000 Penalty: 3499.593262
	Iteration 43Q: 3 clusters Score -4989528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4989528.500000 Penalty: 3499.593262
	Iteration 44Q: 3 clusters Score -4989528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4989541.500000 Penalty: 3499.593262
	Iteration 45Q: 3 clusters Score -4989542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4989550.500000 Penalty: 3499.593262
	Iteration 46Q: 3 clusters Score -4989550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4989549.500000 Penalty: 3499.593262
	Iteration 47Q: 3 clusters Score -4989550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4989557.500000 Penalty: 3499.593262
	Iteration 48Q: 3 clusters Score -4989558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4989553.500000 Penalty: 3499.593262
	Iteration 49Q: 3 clusters Score -4989554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4989567.000000 Penalty: 3499.593262
	Iteration 50Q: 3 clusters Score -4989567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4989566.000000 Penalty: 3499.593262
	Iteration 51Q: 3 clusters Score -4989566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4989565.500000 Penalty: 3499.593262
	Iteration 52Q: 3 clusters Score -4989566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4989575.500000 Penalty: 3499.593262
	Iteration 53Q: 3 clusters Score -4989576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4989577.000000 Penalty: 3499.593262
	Iteration 54Q: 3 clusters Score -4989577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4989581.000000 Penalty: 3499.593262
	Iteration 55Q: 3 clusters Score -4989581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4989586.000000 Penalty: 3499.593262
	Iteration 56Q: 3 clusters Score -4989586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4989583.000000 Penalty: 3499.593262
	Iteration 57Q: 3 clusters Score -4989583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4989586.000000 Penalty: 3499.593262
	Iteration 58Q: 3 clusters Score -4989586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4989583.500000 Penalty: 3499.593262
	Iteration 59Q: 3 clusters Score -4989584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4989590.000000 Penalty: 3499.593262
	Iteration 60F: 3 clusters Score -4989590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4989591.500000 Penalty: 3499.593262
	Iteration 61Q: 3 clusters Score -4989592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4989582.000000 Penalty: 3499.593262
	Iteration 62Q: 3 clusters Score -4989582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4989586.000000 Penalty: 3499.593262
	Iteration 63Q: 3 clusters Score -4989586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4989597.500000 Penalty: 3499.593262
	Iteration 64Q: 3 clusters Score -4989598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4989593.500000 Penalty: 3499.593262
	Iteration 65Q: 3 clusters Score -4989594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4989591.500000 Penalty: 3499.593262
	Iteration 66Q: 3 clusters Score -4989592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4989592.000000 Penalty: 3499.593262
	Iteration 67Q: 3 clusters Score -4989592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4989601.500000 Penalty: 3499.593262
	Iteration 68Q: 3 clusters Score -4989602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4989604.500000 Penalty: 3499.593262
	Iteration 69Q: 3 clusters Score -4989604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4989610.000000 Penalty: 3499.593262
	Iteration 70Q: 3 clusters Score -4989610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4989610.500000 Penalty: 3499.593262
	Iteration 71Q: 3 clusters Score -4989610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4989615.000000 Penalty: 3499.593262
	Iteration 72Q: 3 clusters Score -4989615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4989610.000000 Penalty: 3499.593262
	Iteration 73Q: 3 clusters Score -4989610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4989606.500000 Penalty: 3499.593262
	Iteration 74Q: 3 clusters Score -4989606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4989606.500000 Penalty: 3499.593262
	Iteration 75Q: 3 clusters Score -4989606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4989610.000000 Penalty: 3499.593262
	Iteration 76Q: 3 clusters Score -4989610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4989610.000000 Penalty: 3499.593262
	Iteration 77Q: 3 clusters Score -4989610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4989607.000000 Penalty: 3499.593262
	Iteration 78Q: 3 clusters Score -4989607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4989617.000000 Penalty: 3499.593262
	Iteration 79Q: 3 clusters Score -4989617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4989620.500000 Penalty: 3499.593262
	Iteration 80F: 3 clusters Score -4989620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4989616.000000 Penalty: 3499.593262
	Iteration 81Q: 3 clusters Score -4989616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4989621.500000 Penalty: 3499.593262
	Iteration 82Q: 3 clusters Score -4989622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4989622.500000 Penalty: 3499.593262
	Iteration 83Q: 3 clusters Score -4989622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4989618.000000 Penalty: 3499.593262
	Iteration 84Q: 3 clusters Score -4989618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4989618.000000 Penalty: 3499.593262
	Iteration 85Q: 3 clusters Score -4989618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4989618.500000 Penalty: 3499.593262
	Iteration 86Q: 3 clusters Score -4989618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4989614.500000 Penalty: 3499.593262
	Iteration 87Q: 3 clusters Score -4989614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4989619.000000 Penalty: 3499.593262
	Iteration 88Q: 3 clusters Score -4989619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4989623.500000 Penalty: 3499.593262
	Iteration 89Q: 3 clusters Score -4989624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4989625.000000 Penalty: 3499.593262
	Iteration 90Q: 3 clusters Score -4989625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4989627.500000 Penalty: 3499.593262
	Iteration 91Q: 3 clusters Score -4989628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4989632.500000 Penalty: 3499.593262
	Iteration 92Q: 3 clusters Score -4989632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4989635.000000 Penalty: 3499.593262
	Iteration 93Q: 3 clusters Score -4989635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4989633.500000 Penalty: 3499.593262
	Iteration 94Q: 3 clusters Score -4989634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4989633.500000 Penalty: 3499.593262
	Iteration 95Q: 3 clusters Score -4989634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4989630.000000 Penalty: 3499.593262
	Iteration 96Q: 3 clusters Score -4989630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4989630.000000 Penalty: 3499.593262
	Iteration 97F: 3 clusters Score -4989630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -489770.312500 Penalty: 1370.317627
	Iteration 0F: 2 clusters Score -489770.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -486029.937500 Penalty: 2740.635254
	Iteration 0F: 3 clusters Score -486029.9 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -487046.843750 Penalty: 2740.635254
	Iteration 1F: 3 clusters Score -487046.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -487264.593750 Penalty: 2740.635254
	Iteration 2F: 3 clusters Score -487264.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -487443.031250 Penalty: 2740.635254
	Iteration 3F: 3 clusters Score -487443 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -487577.906250 Penalty: 2740.635254
	Iteration 4Q: 3 clusters Score -487577.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -487723.125000 Penalty: 2740.635254
	Iteration 5Q: 3 clusters Score -487723.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -487854.093750 Penalty: 2740.635254
	Iteration 6Q: 3 clusters Score -487854.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -487978.500000 Penalty: 2740.635254
	Iteration 7Q: 3 clusters Score -487978.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -488088.437500 Penalty: 2740.635254
	Iteration 8Q: 3 clusters Score -488088.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -488174.406250 Penalty: 2740.635254
	Iteration 9Q: 3 clusters Score -488174.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -488232.437500 Penalty: 2740.635254
	Iteration 10Q: 3 clusters Score -488232.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -488287.343750 Penalty: 2740.635254
	Iteration 11Q: 3 clusters Score -488287.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -488337.625000 Penalty: 2740.635254
	Iteration 12Q: 3 clusters Score -488337.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -488376.531250 Penalty: 2740.635254
	Iteration 13Q: 3 clusters Score -488376.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -488409.593750 Penalty: 2740.635254
	Iteration 14Q: 3 clusters Score -488409.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -488437.656250 Penalty: 2740.635254
	Iteration 15Q: 3 clusters Score -488437.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -488469.875000 Penalty: 2740.635254
	Iteration 16Q: 3 clusters Score -488469.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -488490.250000 Penalty: 2740.635254
	Iteration 17Q: 3 clusters Score -488490.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -488502.281250 Penalty: 2740.635254
	Iteration 18Q: 3 clusters Score -488502.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -488509.718750 Penalty: 2740.635254
	Iteration 19Q: 3 clusters Score -488509.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -488515.718750 Penalty: 2740.635254
	Iteration 20F: 3 clusters Score -488515.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -488520.656250 Penalty: 2740.635254
	Iteration 21Q: 3 clusters Score -488520.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -488525.093750 Penalty: 2740.635254
	Iteration 22Q: 3 clusters Score -488525.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -488530.750000 Penalty: 2740.635254
	Iteration 23Q: 3 clusters Score -488530.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -488538.687500 Penalty: 2740.635254
	Iteration 24Q: 3 clusters Score -488538.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -488542.968750 Penalty: 2740.635254
	Iteration 25Q: 3 clusters Score -488543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -488548.218750 Penalty: 2740.635254
	Iteration 26Q: 3 clusters Score -488548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -488553.500000 Penalty: 2740.635254
	Iteration 27Q: 3 clusters Score -488553.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -488556.531250 Penalty: 2740.635254
	Iteration 28Q: 3 clusters Score -488556.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -488563.812500 Penalty: 2740.635254
	Iteration 29Q: 3 clusters Score -488563.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -488567.656250 Penalty: 2740.635254
	Iteration 30Q: 3 clusters Score -488567.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -488569.218750 Penalty: 2740.635254
	Iteration 31Q: 3 clusters Score -488569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -488571.281250 Penalty: 2740.635254
	Iteration 32Q: 3 clusters Score -488571.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -488573.093750 Penalty: 2740.635254
	Iteration 33Q: 3 clusters Score -488573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -488574.625000 Penalty: 2740.635254
	Iteration 34Q: 3 clusters Score -488574.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -488576.343750 Penalty: 2740.635254
	Iteration 35Q: 3 clusters Score -488576.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -488579.062500 Penalty: 2740.635254
	Iteration 36Q: 3 clusters Score -488579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -488579.875000 Penalty: 2740.635254
	Iteration 37Q: 3 clusters Score -488579.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -488579.625000 Penalty: 2740.635254
	Iteration 38Q: 3 clusters Score -488579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -488580.406250 Penalty: 2740.635254
	Iteration 39Q: 3 clusters Score -488580.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -488580.406250 Penalty: 2740.635254
	Iteration 40F: 3 clusters Score -488580.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170842 members 
Entering Unmasked Estep 
Score: -18532348.000000 Penalty: 1957.880371
	Iteration 0F: 2 clusters Score -1.853235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -18418992.000000 Penalty: 3915.760742
	Iteration 0F: 3 clusters Score -1.841899e+07 nChanged 82762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -18468778.000000 Penalty: 3915.760742
	Iteration 1F: 3 clusters Score -1.846878e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -18470252.000000 Penalty: 3915.760742
	Iteration 2Q: 3 clusters Score -1.847025e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -18472668.000000 Penalty: 3915.760742
	Iteration 3Q: 3 clusters Score -1.847267e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -18477022.000000 Penalty: 3915.760742
	Iteration 4Q: 3 clusters Score -1.847702e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113348 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -18483600.000000 Penalty: 3915.760742
	Iteration 5F: 3 clusters Score -1.84836e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123806 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -18492884.000000 Penalty: 3915.760742
	Iteration 6F: 3 clusters Score -1.849288e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134761 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -18502990.000000 Penalty: 3915.760742
	Iteration 7F: 3 clusters Score -1.850299e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -18511454.000000 Penalty: 3915.760742
	Iteration 8F: 3 clusters Score -1.851145e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151254 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -18517322.000000 Penalty: 3915.760742
	Iteration 9Q: 3 clusters Score -1.851732e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156871 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -18521566.000000 Penalty: 3915.760742
	Iteration 10Q: 3 clusters Score -1.852157e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -18524534.000000 Penalty: 3915.760742
	Iteration 11Q: 3 clusters Score -1.852453e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164574 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -18526902.000000 Penalty: 3915.760742
	Iteration 12Q: 3 clusters Score -1.85269e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166956 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -18528608.000000 Penalty: 3915.760742
	Iteration 13Q: 3 clusters Score -1.852861e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -18529468.000000 Penalty: 3915.760742
	Iteration 14Q: 3 clusters Score -1.852947e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -18529944.000000 Penalty: 3915.760742
	Iteration 15Q: 3 clusters Score -1.852994e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169876 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -18530194.000000 Penalty: 3915.760742
	Iteration 16Q: 3 clusters Score -1.853019e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170152 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18530424.000000 Penalty: 3915.760742
	Iteration 17Q: 3 clusters Score -1.853042e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170310 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -18530564.000000 Penalty: 3915.760742
	Iteration 18Q: 3 clusters Score -1.853056e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170403 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18530624.000000 Penalty: 3915.760742
	Iteration 19Q: 3 clusters Score -1.853062e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -18530632.000000 Penalty: 3915.760742
	Iteration 20F: 3 clusters Score -1.853063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170483 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18530670.000000 Penalty: 3915.760742
	Iteration 21Q: 3 clusters Score -1.853067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170494 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -18530690.000000 Penalty: 3915.760742
	Iteration 22Q: 3 clusters Score -1.853069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170500 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18530690.000000 Penalty: 3915.760742
	Iteration 23Q: 3 clusters Score -1.853069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18530682.000000 Penalty: 3915.760742
	Iteration 24Q: 3 clusters Score -1.853068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170508 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18530684.000000 Penalty: 3915.760742
	Iteration 25Q: 3 clusters Score -1.853068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170512 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -18530680.000000 Penalty: 3915.760742
	Iteration 26Q: 3 clusters Score -1.853068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170517 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18530694.000000 Penalty: 3915.760742
	Iteration 27Q: 3 clusters Score -1.853069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170521 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18530686.000000 Penalty: 3915.760742
	Iteration 28Q: 3 clusters Score -1.853069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18530694.000000 Penalty: 3915.760742
	Iteration 29Q: 3 clusters Score -1.853069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170521 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18530690.000000 Penalty: 3915.760742
	Iteration 30Q: 3 clusters Score -1.853069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18530696.000000 Penalty: 3915.760742
	Iteration 31Q: 3 clusters Score -1.85307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18530698.000000 Penalty: 3915.760742
	Iteration 32Q: 3 clusters Score -1.85307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18530706.000000 Penalty: 3915.760742
	Iteration 33Q: 3 clusters Score -1.853071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170524 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18530712.000000 Penalty: 3915.760742
	Iteration 34Q: 3 clusters Score -1.853071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170524 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18530712.000000 Penalty: 3915.760742
	Iteration 35F: 3 clusters Score -1.853071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (127448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127448 members 
Entering Unmasked Estep 
Score: -13830929.000000 Penalty: 1910.262817
	Iteration 0F: 2 clusters Score -1.383093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -13745678.000000 Penalty: 3820.525635
	Iteration 0F: 3 clusters Score -1.374568e+07 nChanged 61227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -13780688.000000 Penalty: 3820.525635
	Iteration 1F: 3 clusters Score -1.378069e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -13781089.000000 Penalty: 3820.525635
	Iteration 2Q: 3 clusters Score -1.378109e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -13781510.000000 Penalty: 3820.525635
	Iteration 3Q: 3 clusters Score -1.378151e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -13782009.000000 Penalty: 3820.525635
	Iteration 4Q: 3 clusters Score -1.378201e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -13782629.000000 Penalty: 3820.525635
	Iteration 5Q: 3 clusters Score -1.378263e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -13783333.000000 Penalty: 3820.525635
	Iteration 6Q: 3 clusters Score -1.378333e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -13784616.000000 Penalty: 3820.525635
	Iteration 7Q: 3 clusters Score -1.378462e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -13786701.000000 Penalty: 3820.525635
	Iteration 8Q: 3 clusters Score -1.37867e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -13790405.000000 Penalty: 3820.525635
	Iteration 9F: 3 clusters Score -1.37904e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -13796327.000000 Penalty: 3820.525635
	Iteration 10F: 3 clusters Score -1.379633e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -13804429.000000 Penalty: 3820.525635
	Iteration 11F: 3 clusters Score -1.380443e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108220 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -13812881.000000 Penalty: 3820.525635
	Iteration 12F: 3 clusters Score -1.381288e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115674 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -13819574.000000 Penalty: 3820.525635
	Iteration 13F: 3 clusters Score -1.381957e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120763 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -13824060.000000 Penalty: 3820.525635
	Iteration 14Q: 3 clusters Score -1.382406e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123876 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -13826665.000000 Penalty: 3820.525635
	Iteration 15Q: 3 clusters Score -1.382666e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125579 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -13828019.000000 Penalty: 3820.525635
	Iteration 16Q: 3 clusters Score -1.382802e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126420 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13828631.000000 Penalty: 3820.525635
	Iteration 17Q: 3 clusters Score -1.382863e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13828962.000000 Penalty: 3820.525635
	Iteration 18Q: 3 clusters Score -1.382896e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126993 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13829132.000000 Penalty: 3820.525635
	Iteration 19Q: 3 clusters Score -1.382913e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127087 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13829209.000000 Penalty: 3820.525635
	Iteration 20F: 3 clusters Score -1.382921e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13829263.000000 Penalty: 3820.525635
	Iteration 21Q: 3 clusters Score -1.382926e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13829273.000000 Penalty: 3820.525635
	Iteration 22Q: 3 clusters Score -1.382927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13829287.000000 Penalty: 3820.525635
	Iteration 23Q: 3 clusters Score -1.382929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13829284.000000 Penalty: 3820.525635
	Iteration 24Q: 3 clusters Score -1.382928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13829295.000000 Penalty: 3820.525635
	Iteration 25Q: 3 clusters Score -1.38293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -13829304.000000 Penalty: 3820.525635
	Iteration 26Q: 3 clusters Score -1.38293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127197 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13829298.000000 Penalty: 3820.525635
	Iteration 27Q: 3 clusters Score -1.38293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13829313.000000 Penalty: 3820.525635
	Iteration 28Q: 3 clusters Score -1.382931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13829315.000000 Penalty: 3820.525635
	Iteration 29Q: 3 clusters Score -1.382932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13829315.000000 Penalty: 3820.525635
	Iteration 30Q: 3 clusters Score -1.382932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13829318.000000 Penalty: 3820.525635
	Iteration 31Q: 3 clusters Score -1.382932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13829328.000000 Penalty: 3820.525635
	Iteration 32Q: 3 clusters Score -1.382933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13829328.000000 Penalty: 3820.525635
	Iteration 33F: 3 clusters Score -1.382933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -89822.000000 Penalty: 1102.657959
	Iteration 0F: 2 clusters Score -89822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88468.062500 Penalty: 2205.315918
	Iteration 0F: 3 clusters Score -88468.06 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88707.242188 Penalty: 2205.315918
	Iteration 1F: 3 clusters Score -88707.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88778.531250 Penalty: 2205.315918
	Iteration 2F: 3 clusters Score -88778.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88827.593750 Penalty: 2205.315918
	Iteration 3Q: 3 clusters Score -88827.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88859.898438 Penalty: 2205.315918
	Iteration 4Q: 3 clusters Score -88859.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88881.507812 Penalty: 2205.315918
	Iteration 5Q: 3 clusters Score -88881.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88894.710938 Penalty: 2205.315918
	Iteration 6Q: 3 clusters Score -88894.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -88919.148438 Penalty: 2205.315918
	Iteration 7Q: 3 clusters Score -88919.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88941.789062 Penalty: 2205.315918
	Iteration 8Q: 3 clusters Score -88941.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -88966.812500 Penalty: 2205.315918
	Iteration 9Q: 3 clusters Score -88966.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88988.953125 Penalty: 2205.315918
	Iteration 10Q: 3 clusters Score -88988.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -89009.570312 Penalty: 2205.315918
	Iteration 11Q: 3 clusters Score -89009.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -89052.976562 Penalty: 2205.315918
	Iteration 12Q: 3 clusters Score -89052.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89106.648438 Penalty: 2205.315918
	Iteration 13Q: 3 clusters Score -89106.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89152.765625 Penalty: 2205.315918
	Iteration 14Q: 3 clusters Score -89152.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89192.585938 Penalty: 2205.315918
	Iteration 15Q: 3 clusters Score -89192.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -89211.343750 Penalty: 2205.315918
	Iteration 16Q: 3 clusters Score -89211.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89222.343750 Penalty: 2205.315918
	Iteration 17Q: 3 clusters Score -89222.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89229.171875 Penalty: 2205.315918
	Iteration 18Q: 3 clusters Score -89229.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89236.718750 Penalty: 2205.315918
	Iteration 19Q: 3 clusters Score -89236.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89243.812500 Penalty: 2205.315918
	Iteration 20F: 3 clusters Score -89243.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89247.171875 Penalty: 2205.315918
	Iteration 21Q: 3 clusters Score -89247.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89250.796875 Penalty: 2205.315918
	Iteration 22Q: 3 clusters Score -89250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89252.000000 Penalty: 2205.315918
	Iteration 23Q: 3 clusters Score -89252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89255.640625 Penalty: 2205.315918
	Iteration 24Q: 3 clusters Score -89255.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89266.476562 Penalty: 2205.315918
	Iteration 25Q: 3 clusters Score -89266.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89270.195312 Penalty: 2205.315918
	Iteration 26Q: 3 clusters Score -89270.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89274.343750 Penalty: 2205.315918
	Iteration 27Q: 3 clusters Score -89274.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89275.062500 Penalty: 2205.315918
	Iteration 28Q: 3 clusters Score -89275.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89276.109375 Penalty: 2205.315918
	Iteration 29Q: 3 clusters Score -89276.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89277.750000 Penalty: 2205.315918
	Iteration 30Q: 3 clusters Score -89277.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89277.750000 Penalty: 2205.315918
	Iteration 31F: 3 clusters Score -89277.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Entering Unmasked Estep 
Score: -7023805.500000 Penalty: 1798.838257
	Iteration 0F: 2 clusters Score -7023806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -6981142.500000 Penalty: 3597.676514
	Iteration 0F: 3 clusters Score -6981142 nChanged 30324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -6998115.000000 Penalty: 3597.676514
	Iteration 1F: 3 clusters Score -6998115 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -6998815.500000 Penalty: 3597.676514
	Iteration 2Q: 3 clusters Score -6998816 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -6999828.500000 Penalty: 3597.676514
	Iteration 3Q: 3 clusters Score -6999828 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -7001203.000000 Penalty: 3597.676514
	Iteration 4Q: 3 clusters Score -7001203 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -7003459.000000 Penalty: 3597.676514
	Iteration 5F: 3 clusters Score -7003459 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -7006620.000000 Penalty: 3597.676514
	Iteration 6F: 3 clusters Score -7006620 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -7010132.500000 Penalty: 3597.676514
	Iteration 7F: 3 clusters Score -7010132 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -7013938.000000 Penalty: 3597.676514
	Iteration 8F: 3 clusters Score -7013938 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -7017165.000000 Penalty: 3597.676514
	Iteration 9F: 3 clusters Score -7017165 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -7019455.500000 Penalty: 3597.676514
	Iteration 10Q: 3 clusters Score -7019456 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -7020931.000000 Penalty: 3597.676514
	Iteration 11Q: 3 clusters Score -7020931 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7021611.500000 Penalty: 3597.676514
	Iteration 12Q: 3 clusters Score -7021612 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7022012.500000 Penalty: 3597.676514
	Iteration 13Q: 3 clusters Score -7022012 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7022196.000000 Penalty: 3597.676514
	Iteration 14Q: 3 clusters Score -7022196 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7022319.000000 Penalty: 3597.676514
	Iteration 15Q: 3 clusters Score -7022319 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7022400.000000 Penalty: 3597.676514
	Iteration 16Q: 3 clusters Score -7022400 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7022461.500000 Penalty: 3597.676514
	Iteration 17Q: 3 clusters Score -7022462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7022480.500000 Penalty: 3597.676514
	Iteration 18Q: 3 clusters Score -7022480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7022508.000000 Penalty: 3597.676514
	Iteration 19Q: 3 clusters Score -7022508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7022526.000000 Penalty: 3597.676514
	Iteration 20F: 3 clusters Score -7022526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7022518.500000 Penalty: 3597.676514
	Iteration 21Q: 3 clusters Score -7022518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7022520.500000 Penalty: 3597.676514
	Iteration 22Q: 3 clusters Score -7022520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7022535.000000 Penalty: 3597.676514
	Iteration 23Q: 3 clusters Score -7022535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7022550.000000 Penalty: 3597.676514
	Iteration 24Q: 3 clusters Score -7022550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7022556.000000 Penalty: 3597.676514
	Iteration 25Q: 3 clusters Score -7022556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7022555.000000 Penalty: 3597.676514
	Iteration 26Q: 3 clusters Score -7022555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7022569.000000 Penalty: 3597.676514
	Iteration 27Q: 3 clusters Score -7022569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7022569.500000 Penalty: 3597.676514
	Iteration 28Q: 3 clusters Score -7022570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7022567.500000 Penalty: 3597.676514
	Iteration 29Q: 3 clusters Score -7022568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7022587.500000 Penalty: 3597.676514
	Iteration 30Q: 3 clusters Score -7022588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7022593.500000 Penalty: 3597.676514
	Iteration 31Q: 3 clusters Score -7022594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7022605.500000 Penalty: 3597.676514
	Iteration 32Q: 3 clusters Score -7022606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7022603.500000 Penalty: 3597.676514
	Iteration 33Q: 3 clusters Score -7022604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7022602.500000 Penalty: 3597.676514
	Iteration 34Q: 3 clusters Score -7022602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7022615.500000 Penalty: 3597.676514
	Iteration 35Q: 3 clusters Score -7022616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7022621.000000 Penalty: 3597.676514
	Iteration 36Q: 3 clusters Score -7022621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7022631.000000 Penalty: 3597.676514
	Iteration 37Q: 3 clusters Score -7022631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7022633.000000 Penalty: 3597.676514
	Iteration 38Q: 3 clusters Score -7022633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7022631.000000 Penalty: 3597.676514
	Iteration 39Q: 3 clusters Score -7022631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7022631.500000 Penalty: 3597.676514
	Iteration 40F: 3 clusters Score -7022632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7022630.500000 Penalty: 3597.676514
	Iteration 41Q: 3 clusters Score -7022630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7022636.000000 Penalty: 3597.676514
	Iteration 42Q: 3 clusters Score -7022636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7022636.000000 Penalty: 3597.676514
	Iteration 43F: 3 clusters Score -7022636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -226216.296875 Penalty: 1246.217041
	Iteration 0F: 2 clusters Score -226216.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223993.906250 Penalty: 2492.434082
	Iteration 0F: 3 clusters Score -223993.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -224476.546875 Penalty: 2492.434082
	Iteration 1F: 3 clusters Score -224476.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -224562.203125 Penalty: 2492.434082
	Iteration 2F: 3 clusters Score -224562.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -224610.000000 Penalty: 2492.434082
	Iteration 3Q: 3 clusters Score -224610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -224635.421875 Penalty: 2492.434082
	Iteration 4Q: 3 clusters Score -224635.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224653.953125 Penalty: 2492.434082
	Iteration 5Q: 3 clusters Score -224654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -224665.421875 Penalty: 2492.434082
	Iteration 6Q: 3 clusters Score -224665.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -224675.031250 Penalty: 2492.434082
	Iteration 7Q: 3 clusters Score -224675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -224685.843750 Penalty: 2492.434082
	Iteration 8Q: 3 clusters Score -224685.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -224696.984375 Penalty: 2492.434082
	Iteration 9Q: 3 clusters Score -224697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -224706.968750 Penalty: 2492.434082
	Iteration 10Q: 3 clusters Score -224707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -224715.500000 Penalty: 2492.434082
	Iteration 11Q: 3 clusters Score -224715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -224723.609375 Penalty: 2492.434082
	Iteration 12Q: 3 clusters Score -224723.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -224732.640625 Penalty: 2492.434082
	Iteration 13Q: 3 clusters Score -224732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224739.859375 Penalty: 2492.434082
	Iteration 14Q: 3 clusters Score -224739.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -224747.031250 Penalty: 2492.434082
	Iteration 15Q: 3 clusters Score -224747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -224756.828125 Penalty: 2492.434082
	Iteration 16Q: 3 clusters Score -224756.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -224769.093750 Penalty: 2492.434082
	Iteration 17Q: 3 clusters Score -224769.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -224781.156250 Penalty: 2492.434082
	Iteration 18Q: 3 clusters Score -224781.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -224796.781250 Penalty: 2492.434082
	Iteration 19Q: 3 clusters Score -224796.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -224820.953125 Penalty: 2492.434082
	Iteration 20F: 3 clusters Score -224821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -224842.125000 Penalty: 2492.434082
	Iteration 21Q: 3 clusters Score -224842.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -224859.968750 Penalty: 2492.434082
	Iteration 22Q: 3 clusters Score -224860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -224876.890625 Penalty: 2492.434082
	Iteration 23Q: 3 clusters Score -224876.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -224894.000000 Penalty: 2492.434082
	Iteration 24Q: 3 clusters Score -224894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -224919.375000 Penalty: 2492.434082
	Iteration 25Q: 3 clusters Score -224919.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -224951.484375 Penalty: 2492.434082
	Iteration 26Q: 3 clusters Score -224951.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -224983.937500 Penalty: 2492.434082
	Iteration 27Q: 3 clusters Score -224983.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -225026.562500 Penalty: 2492.434082
	Iteration 28Q: 3 clusters Score -225026.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -225074.640625 Penalty: 2492.434082
	Iteration 29Q: 3 clusters Score -225074.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -225130.265625 Penalty: 2492.434082
	Iteration 30Q: 3 clusters Score -225130.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -225177.500000 Penalty: 2492.434082
	Iteration 31Q: 3 clusters Score -225177.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -225213.843750 Penalty: 2492.434082
	Iteration 32Q: 3 clusters Score -225213.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -225264.890625 Penalty: 2492.434082
	Iteration 33Q: 3 clusters Score -225264.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -225308.265625 Penalty: 2492.434082
	Iteration 34Q: 3 clusters Score -225308.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -225355.718750 Penalty: 2492.434082
	Iteration 35Q: 3 clusters Score -225355.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -225411.484375 Penalty: 2492.434082
	Iteration 36Q: 3 clusters Score -225411.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -225498.609375 Penalty: 2492.434082
	Iteration 37Q: 3 clusters Score -225498.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -225612.812500 Penalty: 2492.434082
	Iteration 38Q: 3 clusters Score -225612.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -225688.390625 Penalty: 2492.434082
	Iteration 39Q: 3 clusters Score -225688.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -225721.171875 Penalty: 2492.434082
	Iteration 40F: 3 clusters Score -225721.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -225756.546875 Penalty: 2492.434082
	Iteration 41Q: 3 clusters Score -225756.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -225781.093750 Penalty: 2492.434082
	Iteration 42Q: 3 clusters Score -225781.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -225807.812500 Penalty: 2492.434082
	Iteration 43Q: 3 clusters Score -225807.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -225830.640625 Penalty: 2492.434082
	Iteration 44Q: 3 clusters Score -225830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -225854.578125 Penalty: 2492.434082
	Iteration 45Q: 3 clusters Score -225854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -225864.421875 Penalty: 2492.434082
	Iteration 46Q: 3 clusters Score -225864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -225868.781250 Penalty: 2492.434082
	Iteration 47Q: 3 clusters Score -225868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -225871.359375 Penalty: 2492.434082
	Iteration 48Q: 3 clusters Score -225871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -225874.437500 Penalty: 2492.434082
	Iteration 49Q: 3 clusters Score -225874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -225874.937500 Penalty: 2492.434082
	Iteration 50Q: 3 clusters Score -225874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -225877.046875 Penalty: 2492.434082
	Iteration 51Q: 3 clusters Score -225877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -225878.156250 Penalty: 2492.434082
	Iteration 52Q: 3 clusters Score -225878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -225878.156250 Penalty: 2492.434082
	Iteration 53F: 3 clusters Score -225878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Entering Unmasked Estep 
Score: -4478527.000000 Penalty: 1729.939453
	Iteration 0F: 2 clusters Score -4478527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4450336.500000 Penalty: 3459.878906
	Iteration 0F: 3 clusters Score -4450336 nChanged 19544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -4461149.000000 Penalty: 3459.878906
	Iteration 1F: 3 clusters Score -4461149 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4461664.000000 Penalty: 3459.878906
	Iteration 2Q: 3 clusters Score -4461664 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4462273.000000 Penalty: 3459.878906
	Iteration 3Q: 3 clusters Score -4462273 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -4463226.500000 Penalty: 3459.878906
	Iteration 4Q: 3 clusters Score -4463226 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -4464778.500000 Penalty: 3459.878906
	Iteration 5F: 3 clusters Score -4464778 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4467238.000000 Penalty: 3459.878906
	Iteration 6F: 3 clusters Score -4467238 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4470256.000000 Penalty: 3459.878906
	Iteration 7F: 3 clusters Score -4470256 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -4473051.000000 Penalty: 3459.878906
	Iteration 8F: 3 clusters Score -4473051 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -4475095.500000 Penalty: 3459.878906
	Iteration 9F: 3 clusters Score -4475096 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -4476319.500000 Penalty: 3459.878906
	Iteration 10Q: 3 clusters Score -4476320 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -4476838.000000 Penalty: 3459.878906
	Iteration 11Q: 3 clusters Score -4476838 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -4477090.500000 Penalty: 3459.878906
	Iteration 12Q: 3 clusters Score -4477090 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -4477249.500000 Penalty: 3459.878906
	Iteration 13Q: 3 clusters Score -4477250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -4477339.000000 Penalty: 3459.878906
	Iteration 14Q: 3 clusters Score -4477339 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -4477394.500000 Penalty: 3459.878906
	Iteration 15Q: 3 clusters Score -4477394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -4477432.500000 Penalty: 3459.878906
	Iteration 16Q: 3 clusters Score -4477432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -4477451.000000 Penalty: 3459.878906
	Iteration 17Q: 3 clusters Score -4477451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -4477479.500000 Penalty: 3459.878906
	Iteration 18Q: 3 clusters Score -4477480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4477478.000000 Penalty: 3459.878906
	Iteration 19Q: 3 clusters Score -4477478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -4477480.000000 Penalty: 3459.878906
	Iteration 20F: 3 clusters Score -4477480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4477489.000000 Penalty: 3459.878906
	Iteration 21Q: 3 clusters Score -4477489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -4477490.000000 Penalty: 3459.878906
	Iteration 22Q: 3 clusters Score -4477490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -4477498.000000 Penalty: 3459.878906
	Iteration 23Q: 3 clusters Score -4477498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -4477496.000000 Penalty: 3459.878906
	Iteration 24Q: 3 clusters Score -4477496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -4477500.500000 Penalty: 3459.878906
	Iteration 25Q: 3 clusters Score -4477500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -4477503.000000 Penalty: 3459.878906
	Iteration 26Q: 3 clusters Score -4477503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -4477508.000000 Penalty: 3459.878906
	Iteration 27Q: 3 clusters Score -4477508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -4477509.000000 Penalty: 3459.878906
	Iteration 28Q: 3 clusters Score -4477509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -4477514.000000 Penalty: 3459.878906
	Iteration 29Q: 3 clusters Score -4477514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4477516.000000 Penalty: 3459.878906
	Iteration 30Q: 3 clusters Score -4477516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4477515.000000 Penalty: 3459.878906
	Iteration 31Q: 3 clusters Score -4477515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -4477520.000000 Penalty: 3459.878906
	Iteration 32Q: 3 clusters Score -4477520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -4477522.000000 Penalty: 3459.878906
	Iteration 33Q: 3 clusters Score -4477522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -4477525.000000 Penalty: 3459.878906
	Iteration 34Q: 3 clusters Score -4477525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -4477527.500000 Penalty: 3459.878906
	Iteration 35Q: 3 clusters Score -4477528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -4477533.000000 Penalty: 3459.878906
	Iteration 36Q: 3 clusters Score -4477533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -4477531.500000 Penalty: 3459.878906
	Iteration 37Q: 3 clusters Score -4477532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -4477529.500000 Penalty: 3459.878906
	Iteration 38Q: 3 clusters Score -4477530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -4477527.500000 Penalty: 3459.878906
	Iteration 39Q: 3 clusters Score -4477528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -4477520.000000 Penalty: 3459.878906
	Iteration 40F: 3 clusters Score -4477520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -4477524.500000 Penalty: 3459.878906
	Iteration 41Q: 3 clusters Score -4477524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4477527.000000 Penalty: 3459.878906
	Iteration 42Q: 3 clusters Score -4477527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4477527.000000 Penalty: 3459.878906
	Iteration 43F: 3 clusters Score -4477527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (174125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174125 members 
Entering Unmasked Estep 
Score: -18886554.000000 Penalty: 1960.973389
	Iteration 0F: 2 clusters Score -1.888655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -18772598.000000 Penalty: 3921.946777
	Iteration 0F: 3 clusters Score -1.87726e+07 nChanged 84139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -18822726.000000 Penalty: 3921.946777
	Iteration 1F: 3 clusters Score -1.882273e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -18824534.000000 Penalty: 3921.946777
	Iteration 2Q: 3 clusters Score -1.882453e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -18827636.000000 Penalty: 3921.946777
	Iteration 3Q: 3 clusters Score -1.882764e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -18832658.000000 Penalty: 3921.946777
	Iteration 4F: 3 clusters Score -1.883266e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 108883 members 
Entering Unmasked Estep 
Score: -18840392.000000 Penalty: 3921.946777
	Iteration 5F: 3 clusters Score -1.884039e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 115985 members 
Entering Unmasked Estep 
Score: -18850106.000000 Penalty: 3921.946777
	Iteration 6F: 3 clusters Score -1.885011e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 121665 members 
Entering Unmasked Estep 
Score: -18859574.000000 Penalty: 3921.946777
	Iteration 7F: 3 clusters Score -1.885957e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 125029 members 
Entering Unmasked Estep 
Score: -18864884.000000 Penalty: 3921.946777
	Iteration 8F: 3 clusters Score -1.886488e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 127284 members 
Entering Unmasked Estep 
Score: -18867042.000000 Penalty: 3921.946777
	Iteration 9Q: 3 clusters Score -1.886704e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 129261 members 
Entering Unmasked Estep 
Score: -18868212.000000 Penalty: 3921.946777
	Iteration 10Q: 3 clusters Score -1.886821e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 131186 members 
Entering Unmasked Estep 
Score: -18868892.000000 Penalty: 3921.946777
	Iteration 11Q: 3 clusters Score -1.886889e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 133100 members 
Entering Unmasked Estep 
Score: -18869788.000000 Penalty: 3921.946777
	Iteration 12Q: 3 clusters Score -1.886979e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -18870660.000000 Penalty: 3921.946777
	Iteration 13Q: 3 clusters Score -1.887066e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 136922 members 
Entering Unmasked Estep 
Score: -18871646.000000 Penalty: 3921.946777
	Iteration 14Q: 3 clusters Score -1.887165e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 138966 members 
Entering Unmasked Estep 
Score: -18872630.000000 Penalty: 3921.946777
	Iteration 15Q: 3 clusters Score -1.887263e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -18873770.000000 Penalty: 3921.946777
	Iteration 16Q: 3 clusters Score -1.887377e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 143048 members 
Entering Unmasked Estep 
Score: -18874778.000000 Penalty: 3921.946777
	Iteration 17Q: 3 clusters Score -1.887478e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -18875884.000000 Penalty: 3921.946777
	Iteration 18Q: 3 clusters Score -1.887588e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 147195 members 
Entering Unmasked Estep 
Score: -18877012.000000 Penalty: 3921.946777
	Iteration 19Q: 3 clusters Score -1.887701e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 149213 members 
Entering Unmasked Estep 
Score: -18878100.000000 Penalty: 3921.946777
	Iteration 20F: 3 clusters Score -1.88781e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 151188 members 
Entering Unmasked Estep 
Score: -18879058.000000 Penalty: 3921.946777
	Iteration 21Q: 3 clusters Score -1.887906e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 153036 members 
Entering Unmasked Estep 
Score: -18879806.000000 Penalty: 3921.946777
	Iteration 22Q: 3 clusters Score -1.887981e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 154789 members 
Entering Unmasked Estep 
Score: -18880672.000000 Penalty: 3921.946777
	Iteration 23Q: 3 clusters Score -1.888067e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 156451 members 
Entering Unmasked Estep 
Score: -18881206.000000 Penalty: 3921.946777
	Iteration 24Q: 3 clusters Score -1.888121e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 157925 members 
Entering Unmasked Estep 
Score: -18881790.000000 Penalty: 3921.946777
	Iteration 25Q: 3 clusters Score -1.888179e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -18882446.000000 Penalty: 3921.946777
	Iteration 26Q: 3 clusters Score -1.888245e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 160712 members 
Entering Unmasked Estep 
Score: -18882958.000000 Penalty: 3921.946777
	Iteration 27Q: 3 clusters Score -1.888296e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 161942 members 
Entering Unmasked Estep 
Score: -18883414.000000 Penalty: 3921.946777
	Iteration 28Q: 3 clusters Score -1.888341e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 163061 members 
Entering Unmasked Estep 
Score: -18883782.000000 Penalty: 3921.946777
	Iteration 29Q: 3 clusters Score -1.888378e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 164109 members 
Entering Unmasked Estep 
Score: -18884188.000000 Penalty: 3921.946777
	Iteration 30Q: 3 clusters Score -1.888419e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -18884440.000000 Penalty: 3921.946777
	Iteration 31Q: 3 clusters Score -1.888444e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 165998 members 
Entering Unmasked Estep 
Score: -18884794.000000 Penalty: 3921.946777
	Iteration 32Q: 3 clusters Score -1.888479e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -18884986.000000 Penalty: 3921.946777
	Iteration 33Q: 3 clusters Score -1.888499e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 167601 members 
Entering Unmasked Estep 
Score: -18885188.000000 Penalty: 3921.946777
	Iteration 34Q: 3 clusters Score -1.888519e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 168298 members 
Entering Unmasked Estep 
Score: -18885312.000000 Penalty: 3921.946777
	Iteration 35Q: 3 clusters Score -1.888531e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 168917 members 
Entering Unmasked Estep 
Score: -18885428.000000 Penalty: 3921.946777
	Iteration 36Q: 3 clusters Score -1.888543e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -18885526.000000 Penalty: 3921.946777
	Iteration 37Q: 3 clusters Score -1.888553e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 169944 members 
Entering Unmasked Estep 
Score: -18885586.000000 Penalty: 3921.946777
	Iteration 38Q: 3 clusters Score -1.888559e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 170365 members 
Entering Unmasked Estep 
Score: -18885568.000000 Penalty: 3921.946777
	Iteration 39Q: 3 clusters Score -1.888557e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -18885624.000000 Penalty: 3921.946777
	Iteration 40F: 3 clusters Score -1.888562e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 171058 members 
Entering Unmasked Estep 
Score: -18885548.000000 Penalty: 3921.946777
	Iteration 41Q: 3 clusters Score -1.888555e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -18885566.000000 Penalty: 3921.946777
	Iteration 42Q: 3 clusters Score -1.888557e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -18885562.000000 Penalty: 3921.946777
	Iteration 43Q: 3 clusters Score -1.888556e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -18885618.000000 Penalty: 3921.946777
	Iteration 44Q: 3 clusters Score -1.888562e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 171911 members 
Entering Unmasked Estep 
Score: -18885630.000000 Penalty: 3921.946777
	Iteration 45Q: 3 clusters Score -1.888563e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -18885658.000000 Penalty: 3921.946777
	Iteration 46Q: 3 clusters Score -1.888566e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 172155 members 
Entering Unmasked Estep 
Score: -18885648.000000 Penalty: 3921.946777
	Iteration 47Q: 3 clusters Score -1.888565e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 172266 members 
Entering Unmasked Estep 
Score: -18885606.000000 Penalty: 3921.946777
	Iteration 48Q: 3 clusters Score -1.888561e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -18885640.000000 Penalty: 3921.946777
	Iteration 49Q: 3 clusters Score -1.888564e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 172465 members 
Entering Unmasked Estep 
Score: -18885630.000000 Penalty: 3921.946777
	Iteration 50Q: 3 clusters Score -1.888563e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 172543 members 
Entering Unmasked Estep 
Score: -18885624.000000 Penalty: 3921.946777
	Iteration 51Q: 3 clusters Score -1.888562e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 172606 members 
Entering Unmasked Estep 
Score: -18885622.000000 Penalty: 3921.946777
	Iteration 52Q: 3 clusters Score -1.888562e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -18885614.000000 Penalty: 3921.946777
	Iteration 53Q: 3 clusters Score -1.888561e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 172712 members 
Entering Unmasked Estep 
Score: -18885600.000000 Penalty: 3921.946777
	Iteration 54Q: 3 clusters Score -1.88856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 172749 members 
Entering Unmasked Estep 
Score: -18885598.000000 Penalty: 3921.946777
	Iteration 55Q: 3 clusters Score -1.88856e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 172781 members 
Entering Unmasked Estep 
Score: -18885582.000000 Penalty: 3921.946777
	Iteration 56Q: 3 clusters Score -1.888558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 172806 members 
Entering Unmasked Estep 
Score: -18885578.000000 Penalty: 3921.946777
	Iteration 57Q: 3 clusters Score -1.888558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 172829 members 
Entering Unmasked Estep 
Score: -18885578.000000 Penalty: 3921.946777
	Iteration 58Q: 3 clusters Score -1.888558e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 172856 members 
Entering Unmasked Estep 
Score: -18885572.000000 Penalty: 3921.946777
	Iteration 59Q: 3 clusters Score -1.888557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 172881 members 
Entering Unmasked Estep 
Score: -18885550.000000 Penalty: 3921.946777
	Iteration 60F: 3 clusters Score -1.888555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 172902 members 
Entering Unmasked Estep 
Score: -18885546.000000 Penalty: 3921.946777
	Iteration 61Q: 3 clusters Score -1.888555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 172912 members 
Entering Unmasked Estep 
Score: -18885562.000000 Penalty: 3921.946777
	Iteration 62Q: 3 clusters Score -1.888556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 172923 members 
Entering Unmasked Estep 
Score: -18885568.000000 Penalty: 3921.946777
	Iteration 63Q: 3 clusters Score -1.888557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 172928 members 
Entering Unmasked Estep 
Score: -18885568.000000 Penalty: 3921.946777
	Iteration 64Q: 3 clusters Score -1.888557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 172932 members 
Entering Unmasked Estep 
Score: -18885578.000000 Penalty: 3921.946777
	Iteration 65Q: 3 clusters Score -1.888558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 172938 members 
Entering Unmasked Estep 
Score: -18885562.000000 Penalty: 3921.946777
	Iteration 66Q: 3 clusters Score -1.888556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -18885558.000000 Penalty: 3921.946777
	Iteration 67Q: 3 clusters Score -1.888556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 172947 members 
Entering Unmasked Estep 
Score: -18885552.000000 Penalty: 3921.946777
	Iteration 68Q: 3 clusters Score -1.888555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -18885548.000000 Penalty: 3921.946777
	Iteration 69Q: 3 clusters Score -1.888555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -18885548.000000 Penalty: 3921.946777
	Iteration 70F: 3 clusters Score -1.888555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Entering Unmasked Estep 
Score: -18041158.000000 Penalty: 1953.734009
	Iteration 0F: 2 clusters Score -1.804116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -17931290.000000 Penalty: 3907.468018
	Iteration 0F: 3 clusters Score -1.793129e+07 nChanged 80167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -17978670.000000 Penalty: 3907.468018
	Iteration 1F: 3 clusters Score -1.797867e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -17980268.000000 Penalty: 3907.468018
	Iteration 2Q: 3 clusters Score -1.798027e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90435 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -17982754.000000 Penalty: 3907.468018
	Iteration 3Q: 3 clusters Score -1.798275e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -17986480.000000 Penalty: 3907.468018
	Iteration 4Q: 3 clusters Score -1.798648e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -17993326.000000 Penalty: 3907.468018
	Iteration 5F: 3 clusters Score -1.799333e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -18003056.000000 Penalty: 3907.468018
	Iteration 6F: 3 clusters Score -1.800306e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -18014076.000000 Penalty: 3907.468018
	Iteration 7F: 3 clusters Score -1.801408e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -18022462.000000 Penalty: 3907.468018
	Iteration 8F: 3 clusters Score -1.802246e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125640 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -18026038.000000 Penalty: 3907.468018
	Iteration 9Q: 3 clusters Score -1.802604e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127746 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -18027436.000000 Penalty: 3907.468018
	Iteration 10Q: 3 clusters Score -1.802744e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129611 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -18028330.000000 Penalty: 3907.468018
	Iteration 11Q: 3 clusters Score -1.802833e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -18028976.000000 Penalty: 3907.468018
	Iteration 12Q: 3 clusters Score -1.802898e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132975 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -18029546.000000 Penalty: 3907.468018
	Iteration 13Q: 3 clusters Score -1.802955e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134548 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -18030158.000000 Penalty: 3907.468018
	Iteration 14Q: 3 clusters Score -1.803016e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -18030674.000000 Penalty: 3907.468018
	Iteration 15Q: 3 clusters Score -1.803067e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137588 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -18031176.000000 Penalty: 3907.468018
	Iteration 16Q: 3 clusters Score -1.803118e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139020 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -18031612.000000 Penalty: 3907.468018
	Iteration 17Q: 3 clusters Score -1.803161e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140443 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -18032188.000000 Penalty: 3907.468018
	Iteration 18Q: 3 clusters Score -1.803219e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -18032684.000000 Penalty: 3907.468018
	Iteration 19Q: 3 clusters Score -1.803268e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -18033078.000000 Penalty: 3907.468018
	Iteration 20F: 3 clusters Score -1.803308e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144525 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -18033554.000000 Penalty: 3907.468018
	Iteration 21Q: 3 clusters Score -1.803355e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145812 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -18033940.000000 Penalty: 3907.468018
	Iteration 22Q: 3 clusters Score -1.803394e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147057 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -18034500.000000 Penalty: 3907.468018
	Iteration 23Q: 3 clusters Score -1.80345e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148241 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -18034870.000000 Penalty: 3907.468018
	Iteration 24Q: 3 clusters Score -1.803487e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149363 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -18035264.000000 Penalty: 3907.468018
	Iteration 25Q: 3 clusters Score -1.803526e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150462 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -18035632.000000 Penalty: 3907.468018
	Iteration 26Q: 3 clusters Score -1.803563e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151508 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -18035944.000000 Penalty: 3907.468018
	Iteration 27Q: 3 clusters Score -1.803594e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152490 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -18036172.000000 Penalty: 3907.468018
	Iteration 28Q: 3 clusters Score -1.803617e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153392 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -18036462.000000 Penalty: 3907.468018
	Iteration 29Q: 3 clusters Score -1.803646e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154192 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -18036630.000000 Penalty: 3907.468018
	Iteration 30Q: 3 clusters Score -1.803663e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -18036876.000000 Penalty: 3907.468018
	Iteration 31Q: 3 clusters Score -1.803688e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155627 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -18037012.000000 Penalty: 3907.468018
	Iteration 32Q: 3 clusters Score -1.803701e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156286 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -18037184.000000 Penalty: 3907.468018
	Iteration 33Q: 3 clusters Score -1.803718e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -18037310.000000 Penalty: 3907.468018
	Iteration 34Q: 3 clusters Score -1.803731e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157584 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -18037452.000000 Penalty: 3907.468018
	Iteration 35Q: 3 clusters Score -1.803745e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158196 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -18037578.000000 Penalty: 3907.468018
	Iteration 36Q: 3 clusters Score -1.803758e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -18037818.000000 Penalty: 3907.468018
	Iteration 37Q: 3 clusters Score -1.803782e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159301 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -18037880.000000 Penalty: 3907.468018
	Iteration 38Q: 3 clusters Score -1.803788e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159753 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -18038074.000000 Penalty: 3907.468018
	Iteration 39Q: 3 clusters Score -1.803807e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160148 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -18038152.000000 Penalty: 3907.468018
	Iteration 40F: 3 clusters Score -1.803815e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160504 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -18038198.000000 Penalty: 3907.468018
	Iteration 41Q: 3 clusters Score -1.80382e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160837 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -18038324.000000 Penalty: 3907.468018
	Iteration 42Q: 3 clusters Score -1.803832e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161180 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -18038408.000000 Penalty: 3907.468018
	Iteration 43Q: 3 clusters Score -1.803841e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -18038506.000000 Penalty: 3907.468018
	Iteration 44Q: 3 clusters Score -1.803851e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161786 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -18038612.000000 Penalty: 3907.468018
	Iteration 45Q: 3 clusters Score -1.803861e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162029 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -18038690.000000 Penalty: 3907.468018
	Iteration 46Q: 3 clusters Score -1.803869e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162259 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -18038730.000000 Penalty: 3907.468018
	Iteration 47Q: 3 clusters Score -1.803873e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -18038774.000000 Penalty: 3907.468018
	Iteration 48Q: 3 clusters Score -1.803877e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162681 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -18038856.000000 Penalty: 3907.468018
	Iteration 49Q: 3 clusters Score -1.803886e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -18038894.000000 Penalty: 3907.468018
	Iteration 50Q: 3 clusters Score -1.803889e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163049 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -18038946.000000 Penalty: 3907.468018
	Iteration 51Q: 3 clusters Score -1.803895e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163205 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -18038980.000000 Penalty: 3907.468018
	Iteration 52Q: 3 clusters Score -1.803898e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -18039018.000000 Penalty: 3907.468018
	Iteration 53Q: 3 clusters Score -1.803902e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -18039122.000000 Penalty: 3907.468018
	Iteration 54Q: 3 clusters Score -1.803912e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163629 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -18039160.000000 Penalty: 3907.468018
	Iteration 55Q: 3 clusters Score -1.803916e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163738 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -18039128.000000 Penalty: 3907.468018
	Iteration 56Q: 3 clusters Score -1.803913e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -18039152.000000 Penalty: 3907.468018
	Iteration 57Q: 3 clusters Score -1.803915e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -18039194.000000 Penalty: 3907.468018
	Iteration 58Q: 3 clusters Score -1.803919e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164017 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -18039216.000000 Penalty: 3907.468018
	Iteration 59Q: 3 clusters Score -1.803922e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164093 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -18039232.000000 Penalty: 3907.468018
	Iteration 60F: 3 clusters Score -1.803923e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164167 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -18039276.000000 Penalty: 3907.468018
	Iteration 61Q: 3 clusters Score -1.803928e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -18039350.000000 Penalty: 3907.468018
	Iteration 62Q: 3 clusters Score -1.803935e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164325 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -18039370.000000 Penalty: 3907.468018
	Iteration 63Q: 3 clusters Score -1.803937e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164397 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -18039420.000000 Penalty: 3907.468018
	Iteration 64Q: 3 clusters Score -1.803942e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164464 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -18039410.000000 Penalty: 3907.468018
	Iteration 65Q: 3 clusters Score -1.803941e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164512 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -18039446.000000 Penalty: 3907.468018
	Iteration 66Q: 3 clusters Score -1.803945e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164561 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -18039462.000000 Penalty: 3907.468018
	Iteration 67Q: 3 clusters Score -1.803946e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164600 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -18039494.000000 Penalty: 3907.468018
	Iteration 68Q: 3 clusters Score -1.803949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -18039504.000000 Penalty: 3907.468018
	Iteration 69Q: 3 clusters Score -1.80395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164689 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -18039522.000000 Penalty: 3907.468018
	Iteration 70Q: 3 clusters Score -1.803952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164729 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -18039530.000000 Penalty: 3907.468018
	Iteration 71Q: 3 clusters Score -1.803953e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164759 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18039554.000000 Penalty: 3907.468018
	Iteration 72Q: 3 clusters Score -1.803955e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164795 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -18039576.000000 Penalty: 3907.468018
	Iteration 73Q: 3 clusters Score -1.803958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164823 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -18039592.000000 Penalty: 3907.468018
	Iteration 74Q: 3 clusters Score -1.803959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164847 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -18039626.000000 Penalty: 3907.468018
	Iteration 75Q: 3 clusters Score -1.803963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164863 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -18039638.000000 Penalty: 3907.468018
	Iteration 76Q: 3 clusters Score -1.803964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164889 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -18039644.000000 Penalty: 3907.468018
	Iteration 77Q: 3 clusters Score -1.803964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164905 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -18039642.000000 Penalty: 3907.468018
	Iteration 78Q: 3 clusters Score -1.803964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -18039648.000000 Penalty: 3907.468018
	Iteration 79Q: 3 clusters Score -1.803965e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164942 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -18039656.000000 Penalty: 3907.468018
	Iteration 80F: 3 clusters Score -1.803966e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164964 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -18039670.000000 Penalty: 3907.468018
	Iteration 81Q: 3 clusters Score -1.803967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164987 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -18039686.000000 Penalty: 3907.468018
	Iteration 82Q: 3 clusters Score -1.803969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165008 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -18039714.000000 Penalty: 3907.468018
	Iteration 83Q: 3 clusters Score -1.803971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -18039716.000000 Penalty: 3907.468018
	Iteration 84Q: 3 clusters Score -1.803972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -18039704.000000 Penalty: 3907.468018
	Iteration 85Q: 3 clusters Score -1.80397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165067 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -18039718.000000 Penalty: 3907.468018
	Iteration 86Q: 3 clusters Score -1.803972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165080 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -18039726.000000 Penalty: 3907.468018
	Iteration 87Q: 3 clusters Score -1.803973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -18039738.000000 Penalty: 3907.468018
	Iteration 88Q: 3 clusters Score -1.803974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165105 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -18039748.000000 Penalty: 3907.468018
	Iteration 89Q: 3 clusters Score -1.803975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165113 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -18039758.000000 Penalty: 3907.468018
	Iteration 90Q: 3 clusters Score -1.803976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165122 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -18039752.000000 Penalty: 3907.468018
	Iteration 91Q: 3 clusters Score -1.803975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165128 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -18039760.000000 Penalty: 3907.468018
	Iteration 92Q: 3 clusters Score -1.803976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165134 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -18039764.000000 Penalty: 3907.468018
	Iteration 93Q: 3 clusters Score -1.803976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -18039768.000000 Penalty: 3907.468018
	Iteration 94Q: 3 clusters Score -1.803977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165147 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -18039778.000000 Penalty: 3907.468018
	Iteration 95Q: 3 clusters Score -1.803978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165154 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -18039766.000000 Penalty: 3907.468018
	Iteration 96Q: 3 clusters Score -1.803977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -18039784.000000 Penalty: 3907.468018
	Iteration 97Q: 3 clusters Score -1.803978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -18039788.000000 Penalty: 3907.468018
	Iteration 98Q: 3 clusters Score -1.803979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165193 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -18039814.000000 Penalty: 3907.468018
	Iteration 99Q: 3 clusters Score -1.803981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -18039822.000000 Penalty: 3907.468018
	Iteration 100F: 3 clusters Score -1.803982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165230 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -18039862.000000 Penalty: 3907.468018
	Iteration 101Q: 3 clusters Score -1.803986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -18039872.000000 Penalty: 3907.468018
	Iteration 102Q: 3 clusters Score -1.803987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165247 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -18039866.000000 Penalty: 3907.468018
	Iteration 103Q: 3 clusters Score -1.803987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -18039860.000000 Penalty: 3907.468018
	Iteration 104Q: 3 clusters Score -1.803986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165263 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18039856.000000 Penalty: 3907.468018
	Iteration 105Q: 3 clusters Score -1.803986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -18039850.000000 Penalty: 3907.468018
	Iteration 106Q: 3 clusters Score -1.803985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165273 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -18039860.000000 Penalty: 3907.468018
	Iteration 107Q: 3 clusters Score -1.803986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165275 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -18039848.000000 Penalty: 3907.468018
	Iteration 108Q: 3 clusters Score -1.803985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165278 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -18039848.000000 Penalty: 3907.468018
	Iteration 109Q: 3 clusters Score -1.803985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -18039850.000000 Penalty: 3907.468018
	Iteration 110Q: 3 clusters Score -1.803985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -18039850.000000 Penalty: 3907.468018
	Iteration 111F: 3 clusters Score -1.803985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Entering Unmasked Estep 
Score: -3485238.500000 Penalty: 1684.192505
	Iteration 0F: 2 clusters Score -3485238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3463918.750000 Penalty: 3368.385010
	Iteration 0F: 3 clusters Score -3463919 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3472033.500000 Penalty: 3368.385010
	Iteration 1F: 3 clusters Score -3472034 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3472465.250000 Penalty: 3368.385010
	Iteration 2Q: 3 clusters Score -3472465 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3472894.250000 Penalty: 3368.385010
	Iteration 3Q: 3 clusters Score -3472894 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3473378.250000 Penalty: 3368.385010
	Iteration 4Q: 3 clusters Score -3473378 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3474070.750000 Penalty: 3368.385010
	Iteration 5Q: 3 clusters Score -3474071 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3475011.000000 Penalty: 3368.385010
	Iteration 6F: 3 clusters Score -3475011 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -3476186.500000 Penalty: 3368.385010
	Iteration 7F: 3 clusters Score -3476186 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3477648.750000 Penalty: 3368.385010
	Iteration 8F: 3 clusters Score -3477649 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3479130.000000 Penalty: 3368.385010
	Iteration 9F: 3 clusters Score -3479130 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3480030.750000 Penalty: 3368.385010
	Iteration 10Q: 3 clusters Score -3480031 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3480516.250000 Penalty: 3368.385010
	Iteration 11Q: 3 clusters Score -3480516 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3480809.000000 Penalty: 3368.385010
	Iteration 12Q: 3 clusters Score -3480809 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3481076.750000 Penalty: 3368.385010
	Iteration 13Q: 3 clusters Score -3481077 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3481290.500000 Penalty: 3368.385010
	Iteration 14Q: 3 clusters Score -3481290 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3481495.000000 Penalty: 3368.385010
	Iteration 15Q: 3 clusters Score -3481495 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3481718.750000 Penalty: 3368.385010
	Iteration 16Q: 3 clusters Score -3481719 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3481891.250000 Penalty: 3368.385010
	Iteration 17Q: 3 clusters Score -3481891 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3482072.750000 Penalty: 3368.385010
	Iteration 18Q: 3 clusters Score -3482073 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3482229.000000 Penalty: 3368.385010
	Iteration 19Q: 3 clusters Score -3482229 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3482381.250000 Penalty: 3368.385010
	Iteration 20F: 3 clusters Score -3482381 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3482511.750000 Penalty: 3368.385010
	Iteration 21Q: 3 clusters Score -3482512 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3482647.750000 Penalty: 3368.385010
	Iteration 22Q: 3 clusters Score -3482648 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3482800.000000 Penalty: 3368.385010
	Iteration 23Q: 3 clusters Score -3482800 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -3482939.250000 Penalty: 3368.385010
	Iteration 24Q: 3 clusters Score -3482939 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3483042.250000 Penalty: 3368.385010
	Iteration 25Q: 3 clusters Score -3483042 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3483150.750000 Penalty: 3368.385010
	Iteration 26Q: 3 clusters Score -3483151 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3483263.750000 Penalty: 3368.385010
	Iteration 27Q: 3 clusters Score -3483264 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3483351.250000 Penalty: 3368.385010
	Iteration 28Q: 3 clusters Score -3483351 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3483435.000000 Penalty: 3368.385010
	Iteration 29Q: 3 clusters Score -3483435 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3483507.500000 Penalty: 3368.385010
	Iteration 30Q: 3 clusters Score -3483508 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3483560.750000 Penalty: 3368.385010
	Iteration 31Q: 3 clusters Score -3483561 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3483625.000000 Penalty: 3368.385010
	Iteration 32Q: 3 clusters Score -3483625 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3483671.250000 Penalty: 3368.385010
	Iteration 33Q: 3 clusters Score -3483671 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -3483711.250000 Penalty: 3368.385010
	Iteration 34Q: 3 clusters Score -3483711 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3483746.500000 Penalty: 3368.385010
	Iteration 35Q: 3 clusters Score -3483746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3483795.500000 Penalty: 3368.385010
	Iteration 36Q: 3 clusters Score -3483796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3483826.250000 Penalty: 3368.385010
	Iteration 37Q: 3 clusters Score -3483826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3483875.250000 Penalty: 3368.385010
	Iteration 38Q: 3 clusters Score -3483875 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3483898.250000 Penalty: 3368.385010
	Iteration 39Q: 3 clusters Score -3483898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3483925.000000 Penalty: 3368.385010
	Iteration 40F: 3 clusters Score -3483925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3483939.500000 Penalty: 3368.385010
	Iteration 41Q: 3 clusters Score -3483940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3483963.000000 Penalty: 3368.385010
	Iteration 42Q: 3 clusters Score -3483963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3483978.500000 Penalty: 3368.385010
	Iteration 43Q: 3 clusters Score -3483978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -3483987.500000 Penalty: 3368.385010
	Iteration 44Q: 3 clusters Score -3483988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3483987.500000 Penalty: 3368.385010
	Iteration 45Q: 3 clusters Score -3483988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3483990.250000 Penalty: 3368.385010
	Iteration 46Q: 3 clusters Score -3483990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3483997.750000 Penalty: 3368.385010
	Iteration 47Q: 3 clusters Score -3483998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3484001.500000 Penalty: 3368.385010
	Iteration 48Q: 3 clusters Score -3484002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -3484003.500000 Penalty: 3368.385010
	Iteration 49Q: 3 clusters Score -3484004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3483999.750000 Penalty: 3368.385010
	Iteration 50Q: 3 clusters Score -3484000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -3484000.000000 Penalty: 3368.385010
	Iteration 51Q: 3 clusters Score -3484000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3484006.500000 Penalty: 3368.385010
	Iteration 52Q: 3 clusters Score -3484006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -3484007.750000 Penalty: 3368.385010
	Iteration 53Q: 3 clusters Score -3484008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3484011.000000 Penalty: 3368.385010
	Iteration 54Q: 3 clusters Score -3484011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3484011.000000 Penalty: 3368.385010
	Iteration 55Q: 3 clusters Score -3484011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3484014.250000 Penalty: 3368.385010
	Iteration 56Q: 3 clusters Score -3484014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -3484019.000000 Penalty: 3368.385010
	Iteration 57Q: 3 clusters Score -3484019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3484021.000000 Penalty: 3368.385010
	Iteration 58Q: 3 clusters Score -3484021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3484023.750000 Penalty: 3368.385010
	Iteration 59Q: 3 clusters Score -3484024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -3484022.000000 Penalty: 3368.385010
	Iteration 60F: 3 clusters Score -3484022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -598773.625000 Penalty: 1397.090820
	Iteration 0F: 2 clusters Score -598773.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -594567.062500 Penalty: 2794.181641
	Iteration 0F: 3 clusters Score -594567.1 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -595690.125000 Penalty: 2794.181641
	Iteration 1F: 3 clusters Score -595690.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -595848.625000 Penalty: 2794.181641
	Iteration 2F: 3 clusters Score -595848.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -595955.875000 Penalty: 2794.181641
	Iteration 3Q: 3 clusters Score -595955.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -596020.187500 Penalty: 2794.181641
	Iteration 4Q: 3 clusters Score -596020.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -596074.500000 Penalty: 2794.181641
	Iteration 5Q: 3 clusters Score -596074.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -596128.875000 Penalty: 2794.181641
	Iteration 6Q: 3 clusters Score -596128.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -596181.562500 Penalty: 2794.181641
	Iteration 7Q: 3 clusters Score -596181.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -596236.625000 Penalty: 2794.181641
	Iteration 8Q: 3 clusters Score -596236.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -596313.437500 Penalty: 2794.181641
	Iteration 9Q: 3 clusters Score -596313.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -596408.312500 Penalty: 2794.181641
	Iteration 10Q: 3 clusters Score -596408.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -596511.812500 Penalty: 2794.181641
	Iteration 11Q: 3 clusters Score -596511.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -596628.812500 Penalty: 2794.181641
	Iteration 12Q: 3 clusters Score -596628.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -596744.000000 Penalty: 2794.181641
	Iteration 13Q: 3 clusters Score -596744 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -596841.875000 Penalty: 2794.181641
	Iteration 14Q: 3 clusters Score -596841.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -596958.000000 Penalty: 2794.181641
	Iteration 15Q: 3 clusters Score -596958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -597076.062500 Penalty: 2794.181641
	Iteration 16Q: 3 clusters Score -597076.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -597187.562500 Penalty: 2794.181641
	Iteration 17Q: 3 clusters Score -597187.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -597265.375000 Penalty: 2794.181641
	Iteration 18Q: 3 clusters Score -597265.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -597338.562500 Penalty: 2794.181641
	Iteration 19Q: 3 clusters Score -597338.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -597401.250000 Penalty: 2794.181641
	Iteration 20F: 3 clusters Score -597401.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -597446.125000 Penalty: 2794.181641
	Iteration 21Q: 3 clusters Score -597446.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -597481.500000 Penalty: 2794.181641
	Iteration 22Q: 3 clusters Score -597481.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -597512.062500 Penalty: 2794.181641
	Iteration 23Q: 3 clusters Score -597512.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -597535.562500 Penalty: 2794.181641
	Iteration 24Q: 3 clusters Score -597535.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -597550.562500 Penalty: 2794.181641
	Iteration 25Q: 3 clusters Score -597550.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -597561.750000 Penalty: 2794.181641
	Iteration 26Q: 3 clusters Score -597561.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -597568.062500 Penalty: 2794.181641
	Iteration 27Q: 3 clusters Score -597568.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -597574.500000 Penalty: 2794.181641
	Iteration 28Q: 3 clusters Score -597574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -597579.375000 Penalty: 2794.181641
	Iteration 29Q: 3 clusters Score -597579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -597585.687500 Penalty: 2794.181641
	Iteration 30Q: 3 clusters Score -597585.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -597596.562500 Penalty: 2794.181641
	Iteration 31Q: 3 clusters Score -597596.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -597609.250000 Penalty: 2794.181641
	Iteration 32Q: 3 clusters Score -597609.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -597620.375000 Penalty: 2794.181641
	Iteration 33Q: 3 clusters Score -597620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -597622.312500 Penalty: 2794.181641
	Iteration 34Q: 3 clusters Score -597622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -597625.937500 Penalty: 2794.181641
	Iteration 35Q: 3 clusters Score -597625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -597625.937500 Penalty: 2794.181641
	Iteration 36F: 3 clusters Score -597625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Entering Unmasked Estep 
Score: -4602835.500000 Penalty: 1729.393433
	Iteration 0F: 2 clusters Score -4602836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4574859.000000 Penalty: 3458.786865
	Iteration 0F: 3 clusters Score -4574859 nChanged 19474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -4585767.000000 Penalty: 3458.786865
	Iteration 1F: 3 clusters Score -4585767 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4586446.500000 Penalty: 3458.786865
	Iteration 2Q: 3 clusters Score -4586446 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4587282.500000 Penalty: 3458.786865
	Iteration 3Q: 3 clusters Score -4587282 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4588327.000000 Penalty: 3458.786865
	Iteration 4Q: 3 clusters Score -4588327 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4589605.000000 Penalty: 3458.786865
	Iteration 5F: 3 clusters Score -4589605 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4591139.000000 Penalty: 3458.786865
	Iteration 6F: 3 clusters Score -4591139 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4592817.000000 Penalty: 3458.786865
	Iteration 7F: 3 clusters Score -4592817 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -4594551.000000 Penalty: 3458.786865
	Iteration 8F: 3 clusters Score -4594551 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4595957.000000 Penalty: 3458.786865
	Iteration 9F: 3 clusters Score -4595957 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4596850.500000 Penalty: 3458.786865
	Iteration 10Q: 3 clusters Score -4596850 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -4597332.000000 Penalty: 3458.786865
	Iteration 11Q: 3 clusters Score -4597332 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4597536.500000 Penalty: 3458.786865
	Iteration 12Q: 3 clusters Score -4597536 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4597664.000000 Penalty: 3458.786865
	Iteration 13Q: 3 clusters Score -4597664 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4597767.500000 Penalty: 3458.786865
	Iteration 14Q: 3 clusters Score -4597768 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4597824.000000 Penalty: 3458.786865
	Iteration 15Q: 3 clusters Score -4597824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4597911.500000 Penalty: 3458.786865
	Iteration 16Q: 3 clusters Score -4597912 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -4597991.500000 Penalty: 3458.786865
	Iteration 17Q: 3 clusters Score -4597992 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -4598045.000000 Penalty: 3458.786865
	Iteration 18Q: 3 clusters Score -4598045 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4598090.000000 Penalty: 3458.786865
	Iteration 19Q: 3 clusters Score -4598090 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4598160.000000 Penalty: 3458.786865
	Iteration 20F: 3 clusters Score -4598160 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4598201.000000 Penalty: 3458.786865
	Iteration 21Q: 3 clusters Score -4598201 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4598226.500000 Penalty: 3458.786865
	Iteration 22Q: 3 clusters Score -4598226 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4598292.000000 Penalty: 3458.786865
	Iteration 23Q: 3 clusters Score -4598292 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4598330.500000 Penalty: 3458.786865
	Iteration 24Q: 3 clusters Score -4598330 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -4598361.500000 Penalty: 3458.786865
	Iteration 25Q: 3 clusters Score -4598362 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4598396.000000 Penalty: 3458.786865
	Iteration 26Q: 3 clusters Score -4598396 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4598441.500000 Penalty: 3458.786865
	Iteration 27Q: 3 clusters Score -4598442 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -4598462.000000 Penalty: 3458.786865
	Iteration 28Q: 3 clusters Score -4598462 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -4598531.000000 Penalty: 3458.786865
	Iteration 29Q: 3 clusters Score -4598531 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4598563.500000 Penalty: 3458.786865
	Iteration 30Q: 3 clusters Score -4598564 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4598633.500000 Penalty: 3458.786865
	Iteration 31Q: 3 clusters Score -4598634 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -4598703.500000 Penalty: 3458.786865
	Iteration 32Q: 3 clusters Score -4598704 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4598766.500000 Penalty: 3458.786865
	Iteration 33Q: 3 clusters Score -4598766 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4598869.000000 Penalty: 3458.786865
	Iteration 34Q: 3 clusters Score -4598869 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4598944.500000 Penalty: 3458.786865
	Iteration 35Q: 3 clusters Score -4598944 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -4599007.500000 Penalty: 3458.786865
	Iteration 36Q: 3 clusters Score -4599008 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4599105.500000 Penalty: 3458.786865
	Iteration 37Q: 3 clusters Score -4599106 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -4599201.500000 Penalty: 3458.786865
	Iteration 38Q: 3 clusters Score -4599202 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4599280.000000 Penalty: 3458.786865
	Iteration 39Q: 3 clusters Score -4599280 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -4599379.000000 Penalty: 3458.786865
	Iteration 40F: 3 clusters Score -4599379 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -4599478.500000 Penalty: 3458.786865
	Iteration 41Q: 3 clusters Score -4599478 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -4599588.000000 Penalty: 3458.786865
	Iteration 42Q: 3 clusters Score -4599588 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -4599681.000000 Penalty: 3458.786865
	Iteration 43Q: 3 clusters Score -4599681 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4599806.000000 Penalty: 3458.786865
	Iteration 44Q: 3 clusters Score -4599806 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4599935.500000 Penalty: 3458.786865
	Iteration 45Q: 3 clusters Score -4599936 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4600069.500000 Penalty: 3458.786865
	Iteration 46Q: 3 clusters Score -4600070 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4600203.500000 Penalty: 3458.786865
	Iteration 47Q: 3 clusters Score -4600204 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4600305.000000 Penalty: 3458.786865
	Iteration 48Q: 3 clusters Score -4600305 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4600412.000000 Penalty: 3458.786865
	Iteration 49Q: 3 clusters Score -4600412 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4600538.000000 Penalty: 3458.786865
	Iteration 50Q: 3 clusters Score -4600538 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4600661.500000 Penalty: 3458.786865
	Iteration 51Q: 3 clusters Score -4600662 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4600756.500000 Penalty: 3458.786865
	Iteration 52Q: 3 clusters Score -4600756 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4600859.000000 Penalty: 3458.786865
	Iteration 53Q: 3 clusters Score -4600859 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4600944.000000 Penalty: 3458.786865
	Iteration 54Q: 3 clusters Score -4600944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4601009.000000 Penalty: 3458.786865
	Iteration 55Q: 3 clusters Score -4601009 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4601042.500000 Penalty: 3458.786865
	Iteration 56Q: 3 clusters Score -4601042 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4601086.000000 Penalty: 3458.786865
	Iteration 57Q: 3 clusters Score -4601086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4601116.500000 Penalty: 3458.786865
	Iteration 58Q: 3 clusters Score -4601116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4601150.000000 Penalty: 3458.786865
	Iteration 59Q: 3 clusters Score -4601150 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4601179.500000 Penalty: 3458.786865
	Iteration 60F: 3 clusters Score -4601180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4601211.000000 Penalty: 3458.786865
	Iteration 61Q: 3 clusters Score -4601211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4601234.500000 Penalty: 3458.786865
	Iteration 62Q: 3 clusters Score -4601234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4601259.000000 Penalty: 3458.786865
	Iteration 63Q: 3 clusters Score -4601259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4601268.000000 Penalty: 3458.786865
	Iteration 64Q: 3 clusters Score -4601268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4601280.000000 Penalty: 3458.786865
	Iteration 65Q: 3 clusters Score -4601280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4601287.500000 Penalty: 3458.786865
	Iteration 66Q: 3 clusters Score -4601288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4601297.000000 Penalty: 3458.786865
	Iteration 67Q: 3 clusters Score -4601297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4601302.000000 Penalty: 3458.786865
	Iteration 68Q: 3 clusters Score -4601302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4601304.000000 Penalty: 3458.786865
	Iteration 69Q: 3 clusters Score -4601304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4601309.000000 Penalty: 3458.786865
	Iteration 70Q: 3 clusters Score -4601309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4601319.000000 Penalty: 3458.786865
	Iteration 71Q: 3 clusters Score -4601319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4601323.500000 Penalty: 3458.786865
	Iteration 72Q: 3 clusters Score -4601324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4601327.000000 Penalty: 3458.786865
	Iteration 73Q: 3 clusters Score -4601327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4601332.500000 Penalty: 3458.786865
	Iteration 74Q: 3 clusters Score -4601332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4601341.000000 Penalty: 3458.786865
	Iteration 75Q: 3 clusters Score -4601341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4601342.500000 Penalty: 3458.786865
	Iteration 76Q: 3 clusters Score -4601342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4601345.500000 Penalty: 3458.786865
	Iteration 77Q: 3 clusters Score -4601346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4601347.500000 Penalty: 3458.786865
	Iteration 78Q: 3 clusters Score -4601348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4601356.500000 Penalty: 3458.786865
	Iteration 79Q: 3 clusters Score -4601356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4601367.000000 Penalty: 3458.786865
	Iteration 80F: 3 clusters Score -4601367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4601373.500000 Penalty: 3458.786865
	Iteration 81Q: 3 clusters Score -4601374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4601379.500000 Penalty: 3458.786865
	Iteration 82Q: 3 clusters Score -4601380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4601391.000000 Penalty: 3458.786865
	Iteration 83Q: 3 clusters Score -4601391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4601392.000000 Penalty: 3458.786865
	Iteration 84Q: 3 clusters Score -4601392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4601394.000000 Penalty: 3458.786865
	Iteration 85Q: 3 clusters Score -4601394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4601392.500000 Penalty: 3458.786865
	Iteration 86Q: 3 clusters Score -4601392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4601397.500000 Penalty: 3458.786865
	Iteration 87Q: 3 clusters Score -4601398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4601399.500000 Penalty: 3458.786865
	Iteration 88Q: 3 clusters Score -4601400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4601401.500000 Penalty: 3458.786865
	Iteration 89Q: 3 clusters Score -4601402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4601406.500000 Penalty: 3458.786865
	Iteration 90Q: 3 clusters Score -4601406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4601409.500000 Penalty: 3458.786865
	Iteration 91Q: 3 clusters Score -4601410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4601410.000000 Penalty: 3458.786865
	Iteration 92Q: 3 clusters Score -4601410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4601413.500000 Penalty: 3458.786865
	Iteration 93Q: 3 clusters Score -4601414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4601410.500000 Penalty: 3458.786865
	Iteration 94Q: 3 clusters Score -4601410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4601413.500000 Penalty: 3458.786865
	Iteration 95Q: 3 clusters Score -4601414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4601413.000000 Penalty: 3458.786865
	Iteration 96Q: 3 clusters Score -4601413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4601412.500000 Penalty: 3458.786865
	Iteration 97Q: 3 clusters Score -4601412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4601411.500000 Penalty: 3458.786865
	Iteration 98Q: 3 clusters Score -4601412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4601407.500000 Penalty: 3458.786865
	Iteration 99Q: 3 clusters Score -4601408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4601415.500000 Penalty: 3458.786865
	Iteration 100F: 3 clusters Score -4601416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4601421.000000 Penalty: 3458.786865
	Iteration 101Q: 3 clusters Score -4601421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4601420.500000 Penalty: 3458.786865
	Iteration 102Q: 3 clusters Score -4601420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4601422.500000 Penalty: 3458.786865
	Iteration 103Q: 3 clusters Score -4601422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4601422.000000 Penalty: 3458.786865
	Iteration 104Q: 3 clusters Score -4601422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4601424.000000 Penalty: 3458.786865
	Iteration 105Q: 3 clusters Score -4601424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4601424.000000 Penalty: 3458.786865
	Iteration 106Q: 3 clusters Score -4601424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4601424.000000 Penalty: 3458.786865
	Iteration 107F: 3 clusters Score -4601424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 6 contains 47476 members 
Mstep: Class 7 contains 4595 members 
Mstep: Class 8 contains 170842 members 
Mstep: Class 11 contains 127448 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 64201 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 42015 members 
Mstep: Class 19 contains 174125 members 
Mstep: Class 20 contains 166538 members 
Mstep: Class 21 contains 31706 members 
Mstep: Class 22 contains 5418 members 
Mstep: Class 23 contains 41874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843736.000000 Penalty: 33373.367188
Iteration 79Q: 16 clusters Score -9.384374e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 6 contains 47552 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 8 contains 170817 members 
Mstep: Class 11 contains 127230 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 64191 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 42011 members 
Mstep: Class 19 contains 174131 members 
Mstep: Class 20 contains 166615 members 
Mstep: Class 21 contains 31695 members 
Mstep: Class 22 contains 5409 members 
Mstep: Class 23 contains 41979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843744.000000 Penalty: 33373.367188
Iteration 80F: 16 clusters Score -9.384374e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 6 contains 47649 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 170802 members 
Mstep: Class 11 contains 126996 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 64178 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 42007 members 
Mstep: Class 19 contains 174127 members 
Mstep: Class 20 contains 166698 members 
Mstep: Class 21 contains 31686 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 42080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843760.000000 Penalty: 33373.367188
Iteration 81Q: 16 clusters Score -9.384376e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 6 contains 47744 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 170794 members 
Mstep: Class 11 contains 126785 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 64178 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 42008 members 
Mstep: Class 19 contains 174115 members 
Mstep: Class 20 contains 166778 members 
Mstep: Class 21 contains 31678 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 42159 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 16 clusters Score -9.384358e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 6 contains 47865 members 
Mstep: Class 7 contains 4585 members 
Mstep: Class 8 contains 170793 members 
Mstep: Class 11 contains 126543 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 64167 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 42005 members 
Mstep: Class 19 contains 174105 members 
Mstep: Class 20 contains 166895 members 
Mstep: Class 21 contains 31659 members 
Mstep: Class 22 contains 5359 members 
Mstep: Class 23 contains 42225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843608.000000 Penalty: 33373.367188
Iteration 83Q: 16 clusters Score -9.384361e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 6 contains 47966 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 170782 members 
Mstep: Class 11 contains 126311 members 
Mstep: Class 13 contains 887 members 
Mstep: Class 14 contains 64155 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 42006 members 
Mstep: Class 19 contains 174112 members 
Mstep: Class 20 contains 166996 members 
Mstep: Class 21 contains 31658 members 
Mstep: Class 22 contains 5342 members 
Mstep: Class 23 contains 42278 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 16 clusters Score -9.384378e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 6 contains 48025 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 170778 members 
Mstep: Class 11 contains 126090 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 64137 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 42000 members 
Mstep: Class 19 contains 174136 members 
Mstep: Class 20 contains 167100 members 
Mstep: Class 21 contains 31649 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 42337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843776.000000 Penalty: 33373.367188
Iteration 85Q: 16 clusters Score -9.384378e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 6 contains 48074 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 170781 members 
Mstep: Class 11 contains 125873 members 
Mstep: Class 13 contains 889 members 
Mstep: Class 14 contains 64121 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 41994 members 
Mstep: Class 19 contains 174174 members 
Mstep: Class 20 contains 167219 members 
Mstep: Class 21 contains 31630 members 
Mstep: Class 22 contains 5319 members 
Mstep: Class 23 contains 42385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843920.000000 Penalty: 33373.367188
Iteration 86Q: 16 clusters Score -9.384392e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 48119 members 
Mstep: Class 7 contains 4597 members 
Mstep: Class 8 contains 170772 members 
Mstep: Class 11 contains 125641 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 64104 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 41994 members 
Mstep: Class 19 contains 174210 members 
Mstep: Class 20 contains 167339 members 
Mstep: Class 21 contains 31616 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 42432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843832.000000 Penalty: 33373.367188
Iteration 87Q: 16 clusters Score -9.384383e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 48171 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 170799 members 
Mstep: Class 11 contains 125397 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 64098 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 41996 members 
Mstep: Class 19 contains 174254 members 
Mstep: Class 20 contains 167422 members 
Mstep: Class 21 contains 31612 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 42469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843976.000000 Penalty: 33373.367188
Iteration 88Q: 16 clusters Score -9.384398e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 48222 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 170808 members 
Mstep: Class 11 contains 125150 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 64096 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 41999 members 
Mstep: Class 19 contains 174310 members 
Mstep: Class 20 contains 167518 members 
Mstep: Class 21 contains 31604 members 
Mstep: Class 22 contains 5316 members 
Mstep: Class 23 contains 42512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 89Q: 16 clusters Score -9.384405e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 48264 members 
Mstep: Class 7 contains 4605 members 
Mstep: Class 8 contains 170839 members 
Mstep: Class 11 contains 124901 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 64088 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 42003 members 
Mstep: Class 19 contains 174364 members 
Mstep: Class 20 contains 167612 members 
Mstep: Class 21 contains 31595 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 42552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844032.000000 Penalty: 33373.367188
Iteration 90Q: 16 clusters Score -9.384403e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 48298 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 170837 members 
Mstep: Class 11 contains 124685 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64085 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 42006 members 
Mstep: Class 19 contains 174404 members 
Mstep: Class 20 contains 167735 members 
Mstep: Class 21 contains 31587 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 42574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 91Q: 16 clusters Score -9.384405e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 48327 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 170845 members 
Mstep: Class 11 contains 124483 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64093 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 42008 members 
Mstep: Class 19 contains 174441 members 
Mstep: Class 20 contains 167834 members 
Mstep: Class 21 contains 31583 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 42596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843992.000000 Penalty: 33373.367188
Iteration 92Q: 16 clusters Score -9.384399e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 48362 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 170883 members 
Mstep: Class 11 contains 124293 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64097 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 42008 members 
Mstep: Class 19 contains 174441 members 
Mstep: Class 20 contains 167910 members 
Mstep: Class 21 contains 31590 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 42615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844040.000000 Penalty: 33373.367188
Iteration 93Q: 16 clusters Score -9.384404e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 48403 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 8 contains 170898 members 
Mstep: Class 11 contains 124107 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64111 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 42006 members 
Mstep: Class 19 contains 174434 members 
Mstep: Class 20 contains 168011 members 
Mstep: Class 21 contains 31587 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 42632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844104.000000 Penalty: 33373.367188
Iteration 94Q: 16 clusters Score -9.38441e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 48437 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 170913 members 
Mstep: Class 11 contains 123934 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64121 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 42006 members 
Mstep: Class 19 contains 174440 members 
Mstep: Class 20 contains 168094 members 
Mstep: Class 21 contains 31576 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 42662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843872.000000 Penalty: 33373.367188
Iteration 95Q: 16 clusters Score -9.384387e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 48473 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 170938 members 
Mstep: Class 11 contains 123768 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64127 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 42003 members 
Mstep: Class 19 contains 174422 members 
Mstep: Class 20 contains 168178 members 
Mstep: Class 21 contains 31575 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 42695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844040.000000 Penalty: 33373.367188
Iteration 96Q: 16 clusters Score -9.384404e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 48509 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 170967 members 
Mstep: Class 11 contains 123585 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64143 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 42000 members 
Mstep: Class 19 contains 174416 members 
Mstep: Class 20 contains 168274 members 
Mstep: Class 21 contains 31563 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 42714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844152.000000 Penalty: 33373.367188
Iteration 97Q: 16 clusters Score -9.384415e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 48529 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 170966 members 
Mstep: Class 11 contains 123401 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64157 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 41998 members 
Mstep: Class 19 contains 174432 members 
Mstep: Class 20 contains 168402 members 
Mstep: Class 21 contains 31555 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 42726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844008.000000 Penalty: 33373.367188
Iteration 98Q: 16 clusters Score -9.384401e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48542 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 170967 members 
Mstep: Class 11 contains 123223 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64168 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 41997 members 
Mstep: Class 19 contains 174436 members 
Mstep: Class 20 contains 168538 members 
Mstep: Class 21 contains 31553 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 42741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 99Q: 16 clusters Score -9.384405e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48561 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 170965 members 
Mstep: Class 11 contains 123045 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64182 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 42003 members 
Mstep: Class 19 contains 174452 members 
Mstep: Class 20 contains 168659 members 
Mstep: Class 21 contains 31555 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 42755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 100F: 16 clusters Score -9.384405e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48573 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 170980 members 
Mstep: Class 11 contains 122894 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64193 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 42005 members 
Mstep: Class 19 contains 174462 members 
Mstep: Class 20 contains 168759 members 
Mstep: Class 21 contains 31558 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 42766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844096.000000 Penalty: 33373.367188
Iteration 101Q: 16 clusters Score -9.38441e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48571 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 170988 members 
Mstep: Class 11 contains 122760 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64205 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 42006 members 
Mstep: Class 19 contains 174452 members 
Mstep: Class 20 contains 168879 members 
Mstep: Class 21 contains 31573 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 42769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844104.000000 Penalty: 33373.367188
Iteration 102Q: 16 clusters Score -9.38441e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48581 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 170993 members 
Mstep: Class 11 contains 122617 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64218 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 42004 members 
Mstep: Class 19 contains 174446 members 
Mstep: Class 20 contains 168985 members 
Mstep: Class 21 contains 31582 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 42786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844184.000000 Penalty: 33373.367188
Iteration 103Q: 16 clusters Score -9.384418e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48586 members 
Mstep: Class 7 contains 4610 members 
Mstep: Class 8 contains 171021 members 
Mstep: Class 11 contains 122475 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64236 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 42008 members 
Mstep: Class 19 contains 174430 members 
Mstep: Class 20 contains 169082 members 
Mstep: Class 21 contains 31586 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 42801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844264.000000 Penalty: 33373.367188
Iteration 104Q: 16 clusters Score -9.384426e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48592 members 
Mstep: Class 7 contains 4610 members 
Mstep: Class 8 contains 171043 members 
Mstep: Class 11 contains 122343 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64240 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 42009 members 
Mstep: Class 19 contains 174403 members 
Mstep: Class 20 contains 169191 members 
Mstep: Class 21 contains 31590 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 42814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844336.000000 Penalty: 33373.367188
Iteration 105Q: 16 clusters Score -9.384434e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48609 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 171055 members 
Mstep: Class 11 contains 122198 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 64258 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 42010 members 
Mstep: Class 19 contains 174396 members 
Mstep: Class 20 contains 169280 members 
Mstep: Class 21 contains 31599 members 
Mstep: Class 22 contains 5149 members 
Mstep: Class 23 contains 42823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844168.000000 Penalty: 33373.367188
Iteration 106Q: 16 clusters Score -9.384417e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48620 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 171071 members 
Mstep: Class 11 contains 122039 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 64273 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 42011 members 
Mstep: Class 19 contains 174372 members 
Mstep: Class 20 contains 169384 members 
Mstep: Class 21 contains 31620 members 
Mstep: Class 22 contains 5147 members 
Mstep: Class 23 contains 42834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844128.000000 Penalty: 33373.367188
Iteration 107Q: 16 clusters Score -9.384413e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48635 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 171087 members 
Mstep: Class 11 contains 121856 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 64285 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 42013 members 
Mstep: Class 19 contains 174362 members 
Mstep: Class 20 contains 169497 members 
Mstep: Class 21 contains 31630 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 42854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 108Q: 16 clusters Score -9.384405e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 48656 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 171081 members 
Mstep: Class 11 contains 121675 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 64286 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 42014 members 
Mstep: Class 19 contains 174376 members 
Mstep: Class 20 contains 169620 members 
Mstep: Class 21 contains 31633 members 
Mstep: Class 22 contains 5143 members 
Mstep: Class 23 contains 42871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844192.000000 Penalty: 33373.367188
Iteration 109Q: 16 clusters Score -9.384419e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48682 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 171061 members 
Mstep: Class 11 contains 121489 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64289 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 42013 members 
Mstep: Class 19 contains 174363 members 
Mstep: Class 20 contains 169779 members 
Mstep: Class 21 contains 31641 members 
Mstep: Class 22 contains 5143 members 
Mstep: Class 23 contains 42887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844248.000000 Penalty: 33373.367188
Iteration 110Q: 16 clusters Score -9.384425e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48708 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 8 contains 171057 members 
Mstep: Class 11 contains 121298 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64294 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 42015 members 
Mstep: Class 19 contains 174358 members 
Mstep: Class 20 contains 169916 members 
Mstep: Class 21 contains 31653 members 
Mstep: Class 22 contains 5138 members 
Mstep: Class 23 contains 42908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844200.000000 Penalty: 33373.367188
Iteration 111Q: 16 clusters Score -9.38442e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48731 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 171081 members 
Mstep: Class 11 contains 121098 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64295 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 42016 members 
Mstep: Class 19 contains 174349 members 
Mstep: Class 20 contains 170050 members 
Mstep: Class 21 contains 31669 members 
Mstep: Class 22 contains 5138 members 
Mstep: Class 23 contains 42917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844136.000000 Penalty: 33373.367188
Iteration 112Q: 16 clusters Score -9.384414e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48759 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 171106 members 
Mstep: Class 11 contains 120907 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64303 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 42020 members 
Mstep: Class 19 contains 174364 members 
Mstep: Class 20 contains 170149 members 
Mstep: Class 21 contains 31671 members 
Mstep: Class 22 contains 5137 members 
Mstep: Class 23 contains 42928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844248.000000 Penalty: 33373.367188
Iteration 113Q: 16 clusters Score -9.384425e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 48780 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 171126 members 
Mstep: Class 11 contains 120745 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64312 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 42019 members 
Mstep: Class 19 contains 174356 members 
Mstep: Class 20 contains 170249 members 
Mstep: Class 21 contains 31681 members 
Mstep: Class 22 contains 5132 members 
Mstep: Class 23 contains 42940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844232.000000 Penalty: 33373.367188
Iteration 114Q: 16 clusters Score -9.384423e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 48798 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 171141 members 
Mstep: Class 11 contains 120566 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64312 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 42022 members 
Mstep: Class 19 contains 174387 members 
Mstep: Class 20 contains 170352 members 
Mstep: Class 21 contains 31688 members 
Mstep: Class 22 contains 5116 members 
Mstep: Class 23 contains 42956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844272.000000 Penalty: 33373.367188
Iteration 115Q: 16 clusters Score -9.384427e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48812 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 8 contains 171168 members 
Mstep: Class 11 contains 120387 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64324 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 42026 members 
Mstep: Class 19 contains 174389 members 
Mstep: Class 20 contains 170460 members 
Mstep: Class 21 contains 31699 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 42969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844248.000000 Penalty: 33373.367188
Iteration 116Q: 16 clusters Score -9.384425e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48834 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 171179 members 
Mstep: Class 11 contains 120209 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64342 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 42030 members 
Mstep: Class 19 contains 174389 members 
Mstep: Class 20 contains 170573 members 
Mstep: Class 21 contains 31708 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 42983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844200.000000 Penalty: 33373.367188
Iteration 117Q: 16 clusters Score -9.38442e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48848 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 171181 members 
Mstep: Class 11 contains 120051 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64357 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 42033 members 
Mstep: Class 19 contains 174375 members 
Mstep: Class 20 contains 170690 members 
Mstep: Class 21 contains 31719 members 
Mstep: Class 22 contains 5070 members 
Mstep: Class 23 contains 43002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844224.000000 Penalty: 33373.367188
Iteration 118Q: 16 clusters Score -9.384422e+07 nChanged 447
Entering ConstructFrom: 
Score: -93844224.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -357357.875000 Penalty: 1326.594116
	Iteration 0F: 2 clusters Score -357357.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -354358.562500 Penalty: 2653.188232
	Iteration 0F: 3 clusters Score -354358.6 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -355201.687500 Penalty: 2653.188232
	Iteration 1F: 3 clusters Score -355201.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -355462.375000 Penalty: 2653.188232
	Iteration 2F: 3 clusters Score -355462.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -355723.625000 Penalty: 2653.188232
	Iteration 3F: 3 clusters Score -355723.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -356040.343750 Penalty: 2653.188232
	Iteration 4F: 3 clusters Score -356040.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -356292.281250 Penalty: 2653.188232
	Iteration 5F: 3 clusters Score -356292.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -356497.500000 Penalty: 2653.188232
	Iteration 6F: 3 clusters Score -356497.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -356632.000000 Penalty: 2653.188232
	Iteration 7Q: 3 clusters Score -356632 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -356726.312500 Penalty: 2653.188232
	Iteration 8Q: 3 clusters Score -356726.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -356799.531250 Penalty: 2653.188232
	Iteration 9Q: 3 clusters Score -356799.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -356841.437500 Penalty: 2653.188232
	Iteration 10Q: 3 clusters Score -356841.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -356878.937500 Penalty: 2653.188232
	Iteration 11Q: 3 clusters Score -356878.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -356904.500000 Penalty: 2653.188232
	Iteration 12Q: 3 clusters Score -356904.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -356925.625000 Penalty: 2653.188232
	Iteration 13Q: 3 clusters Score -356925.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -356943.093750 Penalty: 2653.188232
	Iteration 14Q: 3 clusters Score -356943.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -356962.218750 Penalty: 2653.188232
	Iteration 15Q: 3 clusters Score -356962.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -356975.437500 Penalty: 2653.188232
	Iteration 16Q: 3 clusters Score -356975.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -356985.343750 Penalty: 2653.188232
	Iteration 17Q: 3 clusters Score -356985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -356987.000000 Penalty: 2653.188232
	Iteration 18Q: 3 clusters Score -356987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -356990.781250 Penalty: 2653.188232
	Iteration 19Q: 3 clusters Score -356990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -356993.062500 Penalty: 2653.188232
	Iteration 20F: 3 clusters Score -356993.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -356995.968750 Penalty: 2653.188232
	Iteration 21Q: 3 clusters Score -356996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -356998.218750 Penalty: 2653.188232
	Iteration 22Q: 3 clusters Score -356998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -357000.718750 Penalty: 2653.188232
	Iteration 23Q: 3 clusters Score -357000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -357000.718750 Penalty: 2653.188232
	Iteration 24F: 3 clusters Score -357000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -93066.265625 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -93066.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -91660.148438 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -91660.15 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92013.859375 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -92013.86 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92166.671875 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -92166.67 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92272.515625 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -92272.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92337.835938 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -92337.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -92455.765625 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -92455.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -92504.312500 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -92504.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -92536.671875 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -92536.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -92554.281250 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -92554.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -92563.562500 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -92563.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92567.281250 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -92567.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92568.039062 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -92568.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92568.039062 Penalty: 2237.125244
	Iteration 12F: 3 clusters Score -92568.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Entering Unmasked Estep 
Score: -5140679.000000 Penalty: 1754.522583
	Iteration 0F: 2 clusters Score -5140679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5108061.000000 Penalty: 3509.045166
	Iteration 0F: 3 clusters Score -5108061 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5121080.000000 Penalty: 3509.045166
	Iteration 1F: 3 clusters Score -5121080 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -5121680.000000 Penalty: 3509.045166
	Iteration 2Q: 3 clusters Score -5121680 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -5122373.000000 Penalty: 3509.045166
	Iteration 3Q: 3 clusters Score -5122373 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5123224.500000 Penalty: 3509.045166
	Iteration 4Q: 3 clusters Score -5123224 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5124333.000000 Penalty: 3509.045166
	Iteration 5Q: 3 clusters Score -5124333 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -5125850.500000 Penalty: 3509.045166
	Iteration 6F: 3 clusters Score -5125850 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -5127862.000000 Penalty: 3509.045166
	Iteration 7F: 3 clusters Score -5127862 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -5130272.500000 Penalty: 3509.045166
	Iteration 8F: 3 clusters Score -5130272 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -5132865.000000 Penalty: 3509.045166
	Iteration 9F: 3 clusters Score -5132865 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -5135162.500000 Penalty: 3509.045166
	Iteration 10Q: 3 clusters Score -5135162 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -5136799.000000 Penalty: 3509.045166
	Iteration 11Q: 3 clusters Score -5136799 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5137844.000000 Penalty: 3509.045166
	Iteration 12Q: 3 clusters Score -5137844 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5138324.000000 Penalty: 3509.045166
	Iteration 13Q: 3 clusters Score -5138324 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5138588.500000 Penalty: 3509.045166
	Iteration 14Q: 3 clusters Score -5138588 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5138746.000000 Penalty: 3509.045166
	Iteration 15Q: 3 clusters Score -5138746 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5138814.000000 Penalty: 3509.045166
	Iteration 16Q: 3 clusters Score -5138814 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5138894.000000 Penalty: 3509.045166
	Iteration 17Q: 3 clusters Score -5138894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5138971.000000 Penalty: 3509.045166
	Iteration 18Q: 3 clusters Score -5138971 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5139005.500000 Penalty: 3509.045166
	Iteration 19Q: 3 clusters Score -5139006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5139039.500000 Penalty: 3509.045166
	Iteration 20F: 3 clusters Score -5139040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5139077.500000 Penalty: 3509.045166
	Iteration 21Q: 3 clusters Score -5139078 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5139116.000000 Penalty: 3509.045166
	Iteration 22Q: 3 clusters Score -5139116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5139146.000000 Penalty: 3509.045166
	Iteration 23Q: 3 clusters Score -5139146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5139186.500000 Penalty: 3509.045166
	Iteration 24Q: 3 clusters Score -5139186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5139229.000000 Penalty: 3509.045166
	Iteration 25Q: 3 clusters Score -5139229 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5139263.500000 Penalty: 3509.045166
	Iteration 26Q: 3 clusters Score -5139264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5139289.000000 Penalty: 3509.045166
	Iteration 27Q: 3 clusters Score -5139289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5139319.500000 Penalty: 3509.045166
	Iteration 28Q: 3 clusters Score -5139320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5139348.500000 Penalty: 3509.045166
	Iteration 29Q: 3 clusters Score -5139348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5139375.500000 Penalty: 3509.045166
	Iteration 30Q: 3 clusters Score -5139376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5139396.500000 Penalty: 3509.045166
	Iteration 31Q: 3 clusters Score -5139396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5139407.000000 Penalty: 3509.045166
	Iteration 32Q: 3 clusters Score -5139407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5139419.000000 Penalty: 3509.045166
	Iteration 33Q: 3 clusters Score -5139419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5139426.000000 Penalty: 3509.045166
	Iteration 34Q: 3 clusters Score -5139426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5139442.500000 Penalty: 3509.045166
	Iteration 35Q: 3 clusters Score -5139442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5139451.500000 Penalty: 3509.045166
	Iteration 36Q: 3 clusters Score -5139452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5139469.500000 Penalty: 3509.045166
	Iteration 37Q: 3 clusters Score -5139470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5139488.500000 Penalty: 3509.045166
	Iteration 38Q: 3 clusters Score -5139488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5139517.500000 Penalty: 3509.045166
	Iteration 39Q: 3 clusters Score -5139518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5139529.000000 Penalty: 3509.045166
	Iteration 40F: 3 clusters Score -5139529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5139546.000000 Penalty: 3509.045166
	Iteration 41Q: 3 clusters Score -5139546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5139552.500000 Penalty: 3509.045166
	Iteration 42Q: 3 clusters Score -5139552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5139570.000000 Penalty: 3509.045166
	Iteration 43Q: 3 clusters Score -5139570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5139570.500000 Penalty: 3509.045166
	Iteration 44Q: 3 clusters Score -5139570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5139576.000000 Penalty: 3509.045166
	Iteration 45Q: 3 clusters Score -5139576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5139580.500000 Penalty: 3509.045166
	Iteration 46Q: 3 clusters Score -5139580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5139584.500000 Penalty: 3509.045166
	Iteration 47Q: 3 clusters Score -5139584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5139591.000000 Penalty: 3509.045166
	Iteration 48Q: 3 clusters Score -5139591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5139601.500000 Penalty: 3509.045166
	Iteration 49Q: 3 clusters Score -5139602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5139605.000000 Penalty: 3509.045166
	Iteration 50Q: 3 clusters Score -5139605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5139610.000000 Penalty: 3509.045166
	Iteration 51Q: 3 clusters Score -5139610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5139613.000000 Penalty: 3509.045166
	Iteration 52Q: 3 clusters Score -5139613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5139613.500000 Penalty: 3509.045166
	Iteration 53Q: 3 clusters Score -5139614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5139614.500000 Penalty: 3509.045166
	Iteration 54Q: 3 clusters Score -5139614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5139619.500000 Penalty: 3509.045166
	Iteration 55Q: 3 clusters Score -5139620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5139633.000000 Penalty: 3509.045166
	Iteration 56Q: 3 clusters Score -5139633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5139643.000000 Penalty: 3509.045166
	Iteration 57Q: 3 clusters Score -5139643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5139649.500000 Penalty: 3509.045166
	Iteration 58Q: 3 clusters Score -5139650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5139658.000000 Penalty: 3509.045166
	Iteration 59Q: 3 clusters Score -5139658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5139665.500000 Penalty: 3509.045166
	Iteration 60F: 3 clusters Score -5139666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5139678.000000 Penalty: 3509.045166
	Iteration 61Q: 3 clusters Score -5139678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5139684.000000 Penalty: 3509.045166
	Iteration 62Q: 3 clusters Score -5139684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5139692.000000 Penalty: 3509.045166
	Iteration 63Q: 3 clusters Score -5139692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5139694.500000 Penalty: 3509.045166
	Iteration 64Q: 3 clusters Score -5139694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5139700.500000 Penalty: 3509.045166
	Iteration 65Q: 3 clusters Score -5139700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5139710.500000 Penalty: 3509.045166
	Iteration 66Q: 3 clusters Score -5139710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5139719.500000 Penalty: 3509.045166
	Iteration 67Q: 3 clusters Score -5139720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5139724.000000 Penalty: 3509.045166
	Iteration 68Q: 3 clusters Score -5139724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5139726.500000 Penalty: 3509.045166
	Iteration 69Q: 3 clusters Score -5139726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5139736.500000 Penalty: 3509.045166
	Iteration 70Q: 3 clusters Score -5139736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5139746.500000 Penalty: 3509.045166
	Iteration 71Q: 3 clusters Score -5139746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5139752.500000 Penalty: 3509.045166
	Iteration 72Q: 3 clusters Score -5139752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5139755.000000 Penalty: 3509.045166
	Iteration 73Q: 3 clusters Score -5139755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5139766.000000 Penalty: 3509.045166
	Iteration 74Q: 3 clusters Score -5139766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5139768.500000 Penalty: 3509.045166
	Iteration 75Q: 3 clusters Score -5139768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5139769.500000 Penalty: 3509.045166
	Iteration 76Q: 3 clusters Score -5139770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5139778.000000 Penalty: 3509.045166
	Iteration 77Q: 3 clusters Score -5139778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5139774.500000 Penalty: 3509.045166
	Iteration 78Q: 3 clusters Score -5139774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5139781.500000 Penalty: 3509.045166
	Iteration 79Q: 3 clusters Score -5139782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5139782.500000 Penalty: 3509.045166
	Iteration 80F: 3 clusters Score -5139782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5139786.000000 Penalty: 3509.045166
	Iteration 81Q: 3 clusters Score -5139786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5139789.000000 Penalty: 3509.045166
	Iteration 82Q: 3 clusters Score -5139789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5139787.000000 Penalty: 3509.045166
	Iteration 83Q: 3 clusters Score -5139787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5139791.000000 Penalty: 3509.045166
	Iteration 84Q: 3 clusters Score -5139791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5139790.000000 Penalty: 3509.045166
	Iteration 85Q: 3 clusters Score -5139790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5139795.000000 Penalty: 3509.045166
	Iteration 86Q: 3 clusters Score -5139795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5139795.000000 Penalty: 3509.045166
	Iteration 87F: 3 clusters Score -5139795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -491881.781250 Penalty: 1371.093750
	Iteration 0F: 2 clusters Score -491881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -488112.656250 Penalty: 2742.187500
	Iteration 0F: 3 clusters Score -488112.7 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -489156.687500 Penalty: 2742.187500
	Iteration 1F: 3 clusters Score -489156.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -489341.656250 Penalty: 2742.187500
	Iteration 2F: 3 clusters Score -489341.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -489500.281250 Penalty: 2742.187500
	Iteration 3F: 3 clusters Score -489500.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -489612.250000 Penalty: 2742.187500
	Iteration 4Q: 3 clusters Score -489612.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -489698.750000 Penalty: 2742.187500
	Iteration 5Q: 3 clusters Score -489698.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -489777.437500 Penalty: 2742.187500
	Iteration 6Q: 3 clusters Score -489777.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -489839.218750 Penalty: 2742.187500
	Iteration 7Q: 3 clusters Score -489839.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -489892.437500 Penalty: 2742.187500
	Iteration 8Q: 3 clusters Score -489892.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -489951.718750 Penalty: 2742.187500
	Iteration 9Q: 3 clusters Score -489951.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -490026.500000 Penalty: 2742.187500
	Iteration 10Q: 3 clusters Score -490026.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -490121.062500 Penalty: 2742.187500
	Iteration 11Q: 3 clusters Score -490121.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -490224.000000 Penalty: 2742.187500
	Iteration 12Q: 3 clusters Score -490224 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -490321.062500 Penalty: 2742.187500
	Iteration 13Q: 3 clusters Score -490321.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -490420.156250 Penalty: 2742.187500
	Iteration 14Q: 3 clusters Score -490420.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -490484.031250 Penalty: 2742.187500
	Iteration 15Q: 3 clusters Score -490484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -490537.968750 Penalty: 2742.187500
	Iteration 16Q: 3 clusters Score -490538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -490586.906250 Penalty: 2742.187500
	Iteration 17Q: 3 clusters Score -490586.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -490612.875000 Penalty: 2742.187500
	Iteration 18Q: 3 clusters Score -490612.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -490634.468750 Penalty: 2742.187500
	Iteration 19Q: 3 clusters Score -490634.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -490653.906250 Penalty: 2742.187500
	Iteration 20F: 3 clusters Score -490653.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -490671.093750 Penalty: 2742.187500
	Iteration 21Q: 3 clusters Score -490671.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -490686.718750 Penalty: 2742.187500
	Iteration 22Q: 3 clusters Score -490686.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -490699.812500 Penalty: 2742.187500
	Iteration 23Q: 3 clusters Score -490699.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -490709.781250 Penalty: 2742.187500
	Iteration 24Q: 3 clusters Score -490709.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -490716.750000 Penalty: 2742.187500
	Iteration 25Q: 3 clusters Score -490716.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -490722.656250 Penalty: 2742.187500
	Iteration 26Q: 3 clusters Score -490722.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -490725.937500 Penalty: 2742.187500
	Iteration 27Q: 3 clusters Score -490725.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -490728.281250 Penalty: 2742.187500
	Iteration 28Q: 3 clusters Score -490728.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -490731.187500 Penalty: 2742.187500
	Iteration 29Q: 3 clusters Score -490731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -490732.656250 Penalty: 2742.187500
	Iteration 30Q: 3 clusters Score -490732.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -490735.125000 Penalty: 2742.187500
	Iteration 31Q: 3 clusters Score -490735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -490737.656250 Penalty: 2742.187500
	Iteration 32Q: 3 clusters Score -490737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -490738.156250 Penalty: 2742.187500
	Iteration 33Q: 3 clusters Score -490738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -490740.281250 Penalty: 2742.187500
	Iteration 34Q: 3 clusters Score -490740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -490742.437500 Penalty: 2742.187500
	Iteration 35Q: 3 clusters Score -490742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -490744.000000 Penalty: 2742.187500
	Iteration 36Q: 3 clusters Score -490744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -490744.625000 Penalty: 2742.187500
	Iteration 37Q: 3 clusters Score -490744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -490744.468750 Penalty: 2742.187500
	Iteration 38Q: 3 clusters Score -490744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -490743.750000 Penalty: 2742.187500
	Iteration 39Q: 3 clusters Score -490743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -490744.562500 Penalty: 2742.187500
	Iteration 40F: 3 clusters Score -490744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -490745.562500 Penalty: 2742.187500
	Iteration 41Q: 3 clusters Score -490745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -490747.093750 Penalty: 2742.187500
	Iteration 42Q: 3 clusters Score -490747.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -490749.218750 Penalty: 2742.187500
	Iteration 43Q: 3 clusters Score -490749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -490749.593750 Penalty: 2742.187500
	Iteration 44Q: 3 clusters Score -490749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -490750.781250 Penalty: 2742.187500
	Iteration 45Q: 3 clusters Score -490750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -490752.218750 Penalty: 2742.187500
	Iteration 46Q: 3 clusters Score -490752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -490751.968750 Penalty: 2742.187500
	Iteration 47Q: 3 clusters Score -490752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -490752.500000 Penalty: 2742.187500
	Iteration 48Q: 3 clusters Score -490752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -490752.562500 Penalty: 2742.187500
	Iteration 49Q: 3 clusters Score -490752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -490753.781250 Penalty: 2742.187500
	Iteration 50Q: 3 clusters Score -490753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -490753.781250 Penalty: 2742.187500
	Iteration 51F: 3 clusters Score -490753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (171196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Entering Unmasked Estep 
Score: -18571008.000000 Penalty: 1958.216797
	Iteration 0F: 2 clusters Score -1.857101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -18457668.000000 Penalty: 3916.433594
	Iteration 0F: 3 clusters Score -1.845767e+07 nChanged 82700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -18507454.000000 Penalty: 3916.433594
	Iteration 1F: 3 clusters Score -1.850745e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -18509022.000000 Penalty: 3916.433594
	Iteration 2Q: 3 clusters Score -1.850902e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -18511760.000000 Penalty: 3916.433594
	Iteration 3Q: 3 clusters Score -1.851176e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -18516514.000000 Penalty: 3916.433594
	Iteration 4F: 3 clusters Score -1.851651e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -18523768.000000 Penalty: 3916.433594
	Iteration 5F: 3 clusters Score -1.852377e+07 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 126043 members 
Entering Unmasked Estep 
Score: -18534238.000000 Penalty: 3916.433594
	Iteration 6F: 3 clusters Score -1.853424e+07 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -18546650.000000 Penalty: 3916.433594
	Iteration 7F: 3 clusters Score -1.854665e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -18556964.000000 Penalty: 3916.433594
	Iteration 8F: 3 clusters Score -1.855696e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 152383 members 
Entering Unmasked Estep 
Score: -18562108.000000 Penalty: 3916.433594
	Iteration 9Q: 3 clusters Score -1.856211e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -18564324.000000 Penalty: 3916.433594
	Iteration 10Q: 3 clusters Score -1.856432e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -18565554.000000 Penalty: 3916.433594
	Iteration 11Q: 3 clusters Score -1.856555e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 158334 members 
Entering Unmasked Estep 
Score: -18566344.000000 Penalty: 3916.433594
	Iteration 12Q: 3 clusters Score -1.856634e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 159646 members 
Entering Unmasked Estep 
Score: -18566940.000000 Penalty: 3916.433594
	Iteration 13Q: 3 clusters Score -1.856694e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 160753 members 
Entering Unmasked Estep 
Score: -18567428.000000 Penalty: 3916.433594
	Iteration 14Q: 3 clusters Score -1.856743e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -18567890.000000 Penalty: 3916.433594
	Iteration 15Q: 3 clusters Score -1.856789e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -18568266.000000 Penalty: 3916.433594
	Iteration 16Q: 3 clusters Score -1.856827e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -18568640.000000 Penalty: 3916.433594
	Iteration 17Q: 3 clusters Score -1.856864e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -18568994.000000 Penalty: 3916.433594
	Iteration 18Q: 3 clusters Score -1.856899e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 164816 members 
Entering Unmasked Estep 
Score: -18569300.000000 Penalty: 3916.433594
	Iteration 19Q: 3 clusters Score -1.85693e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -18569540.000000 Penalty: 3916.433594
	Iteration 20F: 3 clusters Score -1.856954e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -18569732.000000 Penalty: 3916.433594
	Iteration 21Q: 3 clusters Score -1.856973e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 166337 members 
Entering Unmasked Estep 
Score: -18569846.000000 Penalty: 3916.433594
	Iteration 22Q: 3 clusters Score -1.856985e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 166711 members 
Entering Unmasked Estep 
Score: -18569906.000000 Penalty: 3916.433594
	Iteration 23Q: 3 clusters Score -1.856991e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 167014 members 
Entering Unmasked Estep 
Score: -18569958.000000 Penalty: 3916.433594
	Iteration 24Q: 3 clusters Score -1.856996e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 167265 members 
Entering Unmasked Estep 
Score: -18570012.000000 Penalty: 3916.433594
	Iteration 25Q: 3 clusters Score -1.857001e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -18570084.000000 Penalty: 3916.433594
	Iteration 26Q: 3 clusters Score -1.857008e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 167655 members 
Entering Unmasked Estep 
Score: -18570146.000000 Penalty: 3916.433594
	Iteration 27Q: 3 clusters Score -1.857015e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 167795 members 
Entering Unmasked Estep 
Score: -18570154.000000 Penalty: 3916.433594
	Iteration 28Q: 3 clusters Score -1.857015e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 167924 members 
Entering Unmasked Estep 
Score: -18570188.000000 Penalty: 3916.433594
	Iteration 29Q: 3 clusters Score -1.857019e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 168040 members 
Entering Unmasked Estep 
Score: -18570186.000000 Penalty: 3916.433594
	Iteration 30Q: 3 clusters Score -1.857019e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -18570192.000000 Penalty: 3916.433594
	Iteration 31Q: 3 clusters Score -1.857019e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 168190 members 
Entering Unmasked Estep 
Score: -18570216.000000 Penalty: 3916.433594
	Iteration 32Q: 3 clusters Score -1.857022e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -18570204.000000 Penalty: 3916.433594
	Iteration 33Q: 3 clusters Score -1.85702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 168281 members 
Entering Unmasked Estep 
Score: -18570208.000000 Penalty: 3916.433594
	Iteration 34Q: 3 clusters Score -1.857021e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -18570194.000000 Penalty: 3916.433594
	Iteration 35Q: 3 clusters Score -1.857019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 168363 members 
Entering Unmasked Estep 
Score: -18570230.000000 Penalty: 3916.433594
	Iteration 36Q: 3 clusters Score -1.857023e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 168392 members 
Entering Unmasked Estep 
Score: -18570214.000000 Penalty: 3916.433594
	Iteration 37Q: 3 clusters Score -1.857021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 168418 members 
Entering Unmasked Estep 
Score: -18570228.000000 Penalty: 3916.433594
	Iteration 38Q: 3 clusters Score -1.857023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -18570218.000000 Penalty: 3916.433594
	Iteration 39Q: 3 clusters Score -1.857022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 168465 members 
Entering Unmasked Estep 
Score: -18570224.000000 Penalty: 3916.433594
	Iteration 40F: 3 clusters Score -1.857022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 168487 members 
Entering Unmasked Estep 
Score: -18570226.000000 Penalty: 3916.433594
	Iteration 41Q: 3 clusters Score -1.857023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 168513 members 
Entering Unmasked Estep 
Score: -18570230.000000 Penalty: 3916.433594
	Iteration 42Q: 3 clusters Score -1.857023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 168530 members 
Entering Unmasked Estep 
Score: -18570242.000000 Penalty: 3916.433594
	Iteration 43Q: 3 clusters Score -1.857024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 168545 members 
Entering Unmasked Estep 
Score: -18570242.000000 Penalty: 3916.433594
	Iteration 44Q: 3 clusters Score -1.857024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 168559 members 
Entering Unmasked Estep 
Score: -18570246.000000 Penalty: 3916.433594
	Iteration 45Q: 3 clusters Score -1.857025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 168578 members 
Entering Unmasked Estep 
Score: -18570272.000000 Penalty: 3916.433594
	Iteration 46Q: 3 clusters Score -1.857027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 168596 members 
Entering Unmasked Estep 
Score: -18570242.000000 Penalty: 3916.433594
	Iteration 47Q: 3 clusters Score -1.857024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 168620 members 
Entering Unmasked Estep 
Score: -18570260.000000 Penalty: 3916.433594
	Iteration 48Q: 3 clusters Score -1.857026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 168642 members 
Entering Unmasked Estep 
Score: -18570256.000000 Penalty: 3916.433594
	Iteration 49Q: 3 clusters Score -1.857026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -18570264.000000 Penalty: 3916.433594
	Iteration 50Q: 3 clusters Score -1.857026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 168688 members 
Entering Unmasked Estep 
Score: -18570272.000000 Penalty: 3916.433594
	Iteration 51Q: 3 clusters Score -1.857027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 168708 members 
Entering Unmasked Estep 
Score: -18570262.000000 Penalty: 3916.433594
	Iteration 52Q: 3 clusters Score -1.857026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 168722 members 
Entering Unmasked Estep 
Score: -18570266.000000 Penalty: 3916.433594
	Iteration 53Q: 3 clusters Score -1.857027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 168739 members 
Entering Unmasked Estep 
Score: -18570262.000000 Penalty: 3916.433594
	Iteration 54Q: 3 clusters Score -1.857026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 168754 members 
Entering Unmasked Estep 
Score: -18570270.000000 Penalty: 3916.433594
	Iteration 55Q: 3 clusters Score -1.857027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 168768 members 
Entering Unmasked Estep 
Score: -18570276.000000 Penalty: 3916.433594
	Iteration 56Q: 3 clusters Score -1.857028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 168783 members 
Entering Unmasked Estep 
Score: -18570242.000000 Penalty: 3916.433594
	Iteration 57Q: 3 clusters Score -1.857024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 168795 members 
Entering Unmasked Estep 
Score: -18570266.000000 Penalty: 3916.433594
	Iteration 58Q: 3 clusters Score -1.857027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 168812 members 
Entering Unmasked Estep 
Score: -18570250.000000 Penalty: 3916.433594
	Iteration 59Q: 3 clusters Score -1.857025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -18570248.000000 Penalty: 3916.433594
	Iteration 60F: 3 clusters Score -1.857025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 168843 members 
Entering Unmasked Estep 
Score: -18570258.000000 Penalty: 3916.433594
	Iteration 61Q: 3 clusters Score -1.857026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -18570258.000000 Penalty: 3916.433594
	Iteration 62Q: 3 clusters Score -1.857026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 168861 members 
Entering Unmasked Estep 
Score: -18570262.000000 Penalty: 3916.433594
	Iteration 63Q: 3 clusters Score -1.857026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 168865 members 
Entering Unmasked Estep 
Score: -18570268.000000 Penalty: 3916.433594
	Iteration 64Q: 3 clusters Score -1.857027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -18570260.000000 Penalty: 3916.433594
	Iteration 65Q: 3 clusters Score -1.857026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 168868 members 
Entering Unmasked Estep 
Score: -18570256.000000 Penalty: 3916.433594
	Iteration 66Q: 3 clusters Score -1.857026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 168869 members 
Entering Unmasked Estep 
Score: -18570260.000000 Penalty: 3916.433594
	Iteration 67Q: 3 clusters Score -1.857026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 168869 members 
Entering Unmasked Estep 
Score: -18570260.000000 Penalty: 3916.433594
	Iteration 68F: 3 clusters Score -1.857026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (119897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119897 members 
Entering Unmasked Estep 
Score: -13018996.000000 Penalty: 1900.338135
	Iteration 0F: 2 clusters Score -1.3019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -12938272.000000 Penalty: 3800.676270
	Iteration 0F: 3 clusters Score -1.293827e+07 nChanged 57783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -12972519.000000 Penalty: 3800.676270
	Iteration 1F: 3 clusters Score -1.297252e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -12973302.000000 Penalty: 3800.676270
	Iteration 2Q: 3 clusters Score -1.29733e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -12974549.000000 Penalty: 3800.676270
	Iteration 3Q: 3 clusters Score -1.297455e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -12976771.000000 Penalty: 3800.676270
	Iteration 4Q: 3 clusters Score -1.297677e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -12980336.000000 Penalty: 3800.676270
	Iteration 5Q: 3 clusters Score -1.298034e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -12985972.000000 Penalty: 3800.676270
	Iteration 6F: 3 clusters Score -1.298597e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -12993191.000000 Penalty: 3800.676270
	Iteration 7F: 3 clusters Score -1.299319e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -13000186.000000 Penalty: 3800.676270
	Iteration 8F: 3 clusters Score -1.300019e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -13005108.000000 Penalty: 3800.676270
	Iteration 9F: 3 clusters Score -1.300511e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -13008404.000000 Penalty: 3800.676270
	Iteration 10Q: 3 clusters Score -1.30084e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 109716 members 
Entering Unmasked Estep 
Score: -13010892.000000 Penalty: 3800.676270
	Iteration 11Q: 3 clusters Score -1.301089e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -13012848.000000 Penalty: 3800.676270
	Iteration 12Q: 3 clusters Score -1.301285e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 114638 members 
Entering Unmasked Estep 
Score: -13014380.000000 Penalty: 3800.676270
	Iteration 13Q: 3 clusters Score -1.301438e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -13015366.000000 Penalty: 3800.676270
	Iteration 14Q: 3 clusters Score -1.301537e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 117307 members 
Entering Unmasked Estep 
Score: -13016120.000000 Penalty: 3800.676270
	Iteration 15Q: 3 clusters Score -1.301612e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 118063 members 
Entering Unmasked Estep 
Score: -13016578.000000 Penalty: 3800.676270
	Iteration 16Q: 3 clusters Score -1.301658e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 118548 members 
Entering Unmasked Estep 
Score: -13016862.000000 Penalty: 3800.676270
	Iteration 17Q: 3 clusters Score -1.301686e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 118843 members 
Entering Unmasked Estep 
Score: -13017038.000000 Penalty: 3800.676270
	Iteration 18Q: 3 clusters Score -1.301704e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -13017153.000000 Penalty: 3800.676270
	Iteration 19Q: 3 clusters Score -1.301715e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 119172 members 
Entering Unmasked Estep 
Score: -13017234.000000 Penalty: 3800.676270
	Iteration 20F: 3 clusters Score -1.301723e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -13017290.000000 Penalty: 3800.676270
	Iteration 21Q: 3 clusters Score -1.301729e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 119321 members 
Entering Unmasked Estep 
Score: -13017324.000000 Penalty: 3800.676270
	Iteration 22Q: 3 clusters Score -1.301732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -13017366.000000 Penalty: 3800.676270
	Iteration 23Q: 3 clusters Score -1.301737e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 119385 members 
Entering Unmasked Estep 
Score: -13017362.000000 Penalty: 3800.676270
	Iteration 24Q: 3 clusters Score -1.301736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 119397 members 
Entering Unmasked Estep 
Score: -13017371.000000 Penalty: 3800.676270
	Iteration 25Q: 3 clusters Score -1.301737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 119409 members 
Entering Unmasked Estep 
Score: -13017378.000000 Penalty: 3800.676270
	Iteration 26Q: 3 clusters Score -1.301738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 119416 members 
Entering Unmasked Estep 
Score: -13017387.000000 Penalty: 3800.676270
	Iteration 27Q: 3 clusters Score -1.301739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -13017393.000000 Penalty: 3800.676270
	Iteration 28Q: 3 clusters Score -1.301739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -13017397.000000 Penalty: 3800.676270
	Iteration 29Q: 3 clusters Score -1.30174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -13017393.000000 Penalty: 3800.676270
	Iteration 30Q: 3 clusters Score -1.301739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 119435 members 
Entering Unmasked Estep 
Score: -13017395.000000 Penalty: 3800.676270
	Iteration 31Q: 3 clusters Score -1.30174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 119440 members 
Entering Unmasked Estep 
Score: -13017393.000000 Penalty: 3800.676270
	Iteration 32Q: 3 clusters Score -1.301739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 119442 members 
Entering Unmasked Estep 
Score: -13017393.000000 Penalty: 3800.676270
	Iteration 33Q: 3 clusters Score -1.301739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -13017384.000000 Penalty: 3800.676270
	Iteration 34Q: 3 clusters Score -1.301738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -13017389.000000 Penalty: 3800.676270
	Iteration 35Q: 3 clusters Score -1.301739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -13017387.000000 Penalty: 3800.676270
	Iteration 36Q: 3 clusters Score -1.301739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -13017386.000000 Penalty: 3800.676270
	Iteration 37Q: 3 clusters Score -1.301739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 119445 members 
Entering Unmasked Estep 
Score: -13017389.000000 Penalty: 3800.676270
	Iteration 38Q: 3 clusters Score -1.301739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 119446 members 
Entering Unmasked Estep 
Score: -13017391.000000 Penalty: 3800.676270
	Iteration 39Q: 3 clusters Score -1.301739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 119447 members 
Entering Unmasked Estep 
Score: -13017389.000000 Penalty: 3800.676270
	Iteration 40F: 3 clusters Score -1.301739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -13017389.000000 Penalty: 3800.676270
	Iteration 41Q: 3 clusters Score -1.301739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 119449 members 
Entering Unmasked Estep 
Score: -13017384.000000 Penalty: 3800.676270
	Iteration 42Q: 3 clusters Score -1.301738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -13017384.000000 Penalty: 3800.676270
	Iteration 43Q: 3 clusters Score -1.301738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -13017384.000000 Penalty: 3800.676270
	Iteration 44F: 3 clusters Score -1.301738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -90997.359375 Penalty: 1104.665283
	Iteration 0F: 2 clusters Score -90997.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -89623.945312 Penalty: 2209.330566
	Iteration 0F: 3 clusters Score -89623.95 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89869.453125 Penalty: 2209.330566
	Iteration 1F: 3 clusters Score -89869.45 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -89953.054688 Penalty: 2209.330566
	Iteration 2F: 3 clusters Score -89953.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -89998.781250 Penalty: 2209.330566
	Iteration 3F: 3 clusters Score -89998.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90031.304688 Penalty: 2209.330566
	Iteration 4Q: 3 clusters Score -90031.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90057.796875 Penalty: 2209.330566
	Iteration 5Q: 3 clusters Score -90057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90071.000000 Penalty: 2209.330566
	Iteration 6Q: 3 clusters Score -90071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90090.007812 Penalty: 2209.330566
	Iteration 7Q: 3 clusters Score -90090.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90112.460938 Penalty: 2209.330566
	Iteration 8Q: 3 clusters Score -90112.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90130.734375 Penalty: 2209.330566
	Iteration 9Q: 3 clusters Score -90130.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90155.382812 Penalty: 2209.330566
	Iteration 10Q: 3 clusters Score -90155.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90169.429688 Penalty: 2209.330566
	Iteration 11Q: 3 clusters Score -90169.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90186.835938 Penalty: 2209.330566
	Iteration 12Q: 3 clusters Score -90186.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90208.632812 Penalty: 2209.330566
	Iteration 13Q: 3 clusters Score -90208.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90231.031250 Penalty: 2209.330566
	Iteration 14Q: 3 clusters Score -90231.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90243.531250 Penalty: 2209.330566
	Iteration 15Q: 3 clusters Score -90243.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90263.968750 Penalty: 2209.330566
	Iteration 16Q: 3 clusters Score -90263.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90281.210938 Penalty: 2209.330566
	Iteration 17Q: 3 clusters Score -90281.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90297.148438 Penalty: 2209.330566
	Iteration 18Q: 3 clusters Score -90297.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90313.562500 Penalty: 2209.330566
	Iteration 19Q: 3 clusters Score -90313.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90327.265625 Penalty: 2209.330566
	Iteration 20F: 3 clusters Score -90327.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90347.617188 Penalty: 2209.330566
	Iteration 21Q: 3 clusters Score -90347.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90377.734375 Penalty: 2209.330566
	Iteration 22Q: 3 clusters Score -90377.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90407.398438 Penalty: 2209.330566
	Iteration 23Q: 3 clusters Score -90407.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90435.304688 Penalty: 2209.330566
	Iteration 24Q: 3 clusters Score -90435.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90462.359375 Penalty: 2209.330566
	Iteration 25Q: 3 clusters Score -90462.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90476.414062 Penalty: 2209.330566
	Iteration 26Q: 3 clusters Score -90476.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90485.171875 Penalty: 2209.330566
	Iteration 27Q: 3 clusters Score -90485.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90492.828125 Penalty: 2209.330566
	Iteration 28Q: 3 clusters Score -90492.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90503.578125 Penalty: 2209.330566
	Iteration 29Q: 3 clusters Score -90503.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90506.625000 Penalty: 2209.330566
	Iteration 30Q: 3 clusters Score -90506.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90509.859375 Penalty: 2209.330566
	Iteration 31Q: 3 clusters Score -90509.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90511.671875 Penalty: 2209.330566
	Iteration 32Q: 3 clusters Score -90511.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90511.671875 Penalty: 2209.330566
	Iteration 33F: 3 clusters Score -90511.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Entering Unmasked Estep 
Score: -7041202.500000 Penalty: 1799.242676
	Iteration 0F: 2 clusters Score -7041202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -6998139.500000 Penalty: 3598.485352
	Iteration 0F: 3 clusters Score -6998140 nChanged 30614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -7015385.500000 Penalty: 3598.485352
	Iteration 1F: 3 clusters Score -7015386 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -7015880.000000 Penalty: 3598.485352
	Iteration 2Q: 3 clusters Score -7015880 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -7016535.000000 Penalty: 3598.485352
	Iteration 3Q: 3 clusters Score -7016535 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -7017441.000000 Penalty: 3598.485352
	Iteration 4Q: 3 clusters Score -7017441 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -7019085.000000 Penalty: 3598.485352
	Iteration 5Q: 3 clusters Score -7019085 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -7022012.000000 Penalty: 3598.485352
	Iteration 6F: 3 clusters Score -7022012 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -7026465.000000 Penalty: 3598.485352
	Iteration 7F: 3 clusters Score -7026465 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -7031333.500000 Penalty: 3598.485352
	Iteration 8F: 3 clusters Score -7031334 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -7035189.000000 Penalty: 3598.485352
	Iteration 9F: 3 clusters Score -7035189 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7037477.500000 Penalty: 3598.485352
	Iteration 10Q: 3 clusters Score -7037478 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7038609.500000 Penalty: 3598.485352
	Iteration 11Q: 3 clusters Score -7038610 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7039148.500000 Penalty: 3598.485352
	Iteration 12Q: 3 clusters Score -7039148 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7039397.000000 Penalty: 3598.485352
	Iteration 13Q: 3 clusters Score -7039397 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7039579.500000 Penalty: 3598.485352
	Iteration 14Q: 3 clusters Score -7039580 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7039687.500000 Penalty: 3598.485352
	Iteration 15Q: 3 clusters Score -7039688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7039763.000000 Penalty: 3598.485352
	Iteration 16Q: 3 clusters Score -7039763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7039819.500000 Penalty: 3598.485352
	Iteration 17Q: 3 clusters Score -7039820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7039844.500000 Penalty: 3598.485352
	Iteration 18Q: 3 clusters Score -7039844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7039858.500000 Penalty: 3598.485352
	Iteration 19Q: 3 clusters Score -7039858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7039877.000000 Penalty: 3598.485352
	Iteration 20F: 3 clusters Score -7039877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7039887.500000 Penalty: 3598.485352
	Iteration 21Q: 3 clusters Score -7039888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7039922.000000 Penalty: 3598.485352
	Iteration 22Q: 3 clusters Score -7039922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7039923.000000 Penalty: 3598.485352
	Iteration 23Q: 3 clusters Score -7039923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7039923.000000 Penalty: 3598.485352
	Iteration 24Q: 3 clusters Score -7039923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7039927.000000 Penalty: 3598.485352
	Iteration 25Q: 3 clusters Score -7039927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7039937.500000 Penalty: 3598.485352
	Iteration 26Q: 3 clusters Score -7039938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7039937.500000 Penalty: 3598.485352
	Iteration 27Q: 3 clusters Score -7039938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7039936.500000 Penalty: 3598.485352
	Iteration 28Q: 3 clusters Score -7039936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7039943.000000 Penalty: 3598.485352
	Iteration 29Q: 3 clusters Score -7039943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7039939.500000 Penalty: 3598.485352
	Iteration 30Q: 3 clusters Score -7039940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7039949.500000 Penalty: 3598.485352
	Iteration 31Q: 3 clusters Score -7039950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7039944.000000 Penalty: 3598.485352
	Iteration 32Q: 3 clusters Score -7039944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7039943.000000 Penalty: 3598.485352
	Iteration 33Q: 3 clusters Score -7039943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7039943.000000 Penalty: 3598.485352
	Iteration 34F: 3 clusters Score -7039943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -227360.468750 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -227360.5 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 1119 members 
Entering Unmasked Estep 
Score: -225190.750000 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -225190.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -225686.937500 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -225686.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -225824.593750 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -225824.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -225922.796875 Penalty: 2494.099609
	Iteration 3F: 3 clusters Score -225922.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -226033.687500 Penalty: 2494.099609
	Iteration 4F: 3 clusters Score -226033.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -226121.171875 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -226121.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -226198.468750 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -226198.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -226245.484375 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -226245.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -226297.375000 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -226297.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -226359.437500 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -226359.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -226405.015625 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -226405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -226439.765625 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -226439.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -226472.531250 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -226472.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -226504.031250 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -226504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -226534.046875 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -226534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -226552.406250 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -226552.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -226560.125000 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -226560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -226564.031250 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -226564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -226565.468750 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -226565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -226568.968750 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -226569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -226571.906250 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -226571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -226573.000000 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -226573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -226574.312500 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -226574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -226575.343750 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -226575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -226576.250000 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -226576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -226576.281250 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -226576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -226576.890625 Penalty: 2494.099609
	Iteration 26Q: 3 clusters Score -226576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -226577.343750 Penalty: 2494.099609
	Iteration 27Q: 3 clusters Score -226577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -226577.796875 Penalty: 2494.099609
	Iteration 28Q: 3 clusters Score -226577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -226577.796875 Penalty: 2494.099609
	Iteration 29F: 3 clusters Score -226577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Entering Unmasked Estep 
Score: -4480981.500000 Penalty: 1730.024536
	Iteration 0F: 2 clusters Score -4480982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -4452813.000000 Penalty: 3460.049072
	Iteration 0F: 3 clusters Score -4452813 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -4463613.000000 Penalty: 3460.049072
	Iteration 1F: 3 clusters Score -4463613 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4463999.000000 Penalty: 3460.049072
	Iteration 2Q: 3 clusters Score -4463999 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4464448.000000 Penalty: 3460.049072
	Iteration 3Q: 3 clusters Score -4464448 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -4465101.500000 Penalty: 3460.049072
	Iteration 4Q: 3 clusters Score -4465102 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4466195.500000 Penalty: 3460.049072
	Iteration 5F: 3 clusters Score -4466196 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4468214.000000 Penalty: 3460.049072
	Iteration 6F: 3 clusters Score -4468214 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4471351.500000 Penalty: 3460.049072
	Iteration 7F: 3 clusters Score -4471352 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4475063.500000 Penalty: 3460.049072
	Iteration 8F: 3 clusters Score -4475064 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -4477731.000000 Penalty: 3460.049072
	Iteration 9F: 3 clusters Score -4477731 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4478953.500000 Penalty: 3460.049072
	Iteration 10Q: 3 clusters Score -4478954 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -4479473.000000 Penalty: 3460.049072
	Iteration 11Q: 3 clusters Score -4479473 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -4479673.000000 Penalty: 3460.049072
	Iteration 12Q: 3 clusters Score -4479673 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -4479785.500000 Penalty: 3460.049072
	Iteration 13Q: 3 clusters Score -4479786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -4479841.500000 Penalty: 3460.049072
	Iteration 14Q: 3 clusters Score -4479842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -4479868.500000 Penalty: 3460.049072
	Iteration 15Q: 3 clusters Score -4479868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -4479884.000000 Penalty: 3460.049072
	Iteration 16Q: 3 clusters Score -4479884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -4479893.500000 Penalty: 3460.049072
	Iteration 17Q: 3 clusters Score -4479894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -4479912.000000 Penalty: 3460.049072
	Iteration 18Q: 3 clusters Score -4479912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -4479920.500000 Penalty: 3460.049072
	Iteration 19Q: 3 clusters Score -4479920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -4479928.000000 Penalty: 3460.049072
	Iteration 20F: 3 clusters Score -4479928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -4479926.000000 Penalty: 3460.049072
	Iteration 21Q: 3 clusters Score -4479926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -4479929.500000 Penalty: 3460.049072
	Iteration 22Q: 3 clusters Score -4479930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -4479933.000000 Penalty: 3460.049072
	Iteration 23Q: 3 clusters Score -4479933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -4479949.500000 Penalty: 3460.049072
	Iteration 24Q: 3 clusters Score -4479950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -4479950.000000 Penalty: 3460.049072
	Iteration 25Q: 3 clusters Score -4479950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -4479956.500000 Penalty: 3460.049072
	Iteration 26Q: 3 clusters Score -4479956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -4479952.500000 Penalty: 3460.049072
	Iteration 27Q: 3 clusters Score -4479952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -4479958.000000 Penalty: 3460.049072
	Iteration 28Q: 3 clusters Score -4479958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -4479967.500000 Penalty: 3460.049072
	Iteration 29Q: 3 clusters Score -4479968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -4479966.000000 Penalty: 3460.049072
	Iteration 30Q: 3 clusters Score -4479966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -4479963.000000 Penalty: 3460.049072
	Iteration 31Q: 3 clusters Score -4479963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -4479971.500000 Penalty: 3460.049072
	Iteration 32Q: 3 clusters Score -4479972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -4479971.500000 Penalty: 3460.049072
	Iteration 33Q: 3 clusters Score -4479972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -4479971.500000 Penalty: 3460.049072
	Iteration 34F: 3 clusters Score -4479972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (174356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Entering Unmasked Estep 
Score: -18912962.000000 Penalty: 1961.188843
	Iteration 0F: 2 clusters Score -1.891296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -18798498.000000 Penalty: 3922.377686
	Iteration 0F: 3 clusters Score -1.87985e+07 nChanged 84295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -18847782.000000 Penalty: 3922.377686
	Iteration 1F: 3 clusters Score -1.884778e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -18848378.000000 Penalty: 3922.377686
	Iteration 2Q: 3 clusters Score -1.884838e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -18849424.000000 Penalty: 3922.377686
	Iteration 3Q: 3 clusters Score -1.884942e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -18850908.000000 Penalty: 3922.377686
	Iteration 4Q: 3 clusters Score -1.885091e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -18853310.000000 Penalty: 3922.377686
	Iteration 5Q: 3 clusters Score -1.885331e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -18857482.000000 Penalty: 3922.377686
	Iteration 6Q: 3 clusters Score -1.885748e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 112248 members 
Entering Unmasked Estep 
Score: -18864510.000000 Penalty: 3922.377686
	Iteration 7F: 3 clusters Score -1.886451e+07 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 122429 members 
Entering Unmasked Estep 
Score: -18873752.000000 Penalty: 3922.377686
	Iteration 8F: 3 clusters Score -1.887375e+07 nChanged 12575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 132590 members 
Entering Unmasked Estep 
Score: -18884372.000000 Penalty: 3922.377686
	Iteration 9F: 3 clusters Score -1.888437e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 140426 members 
Entering Unmasked Estep 
Score: -18893550.000000 Penalty: 3922.377686
	Iteration 10F: 3 clusters Score -1.889355e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 145505 members 
Entering Unmasked Estep 
Score: -18899194.000000 Penalty: 3922.377686
	Iteration 11Q: 3 clusters Score -1.889919e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -18902120.000000 Penalty: 3922.377686
	Iteration 12Q: 3 clusters Score -1.890212e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 151838 members 
Entering Unmasked Estep 
Score: -18903962.000000 Penalty: 3922.377686
	Iteration 13Q: 3 clusters Score -1.890396e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 154430 members 
Entering Unmasked Estep 
Score: -18905400.000000 Penalty: 3922.377686
	Iteration 14Q: 3 clusters Score -1.89054e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 156840 members 
Entering Unmasked Estep 
Score: -18906588.000000 Penalty: 3922.377686
	Iteration 15Q: 3 clusters Score -1.890659e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 158995 members 
Entering Unmasked Estep 
Score: -18907604.000000 Penalty: 3922.377686
	Iteration 16Q: 3 clusters Score -1.89076e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 160898 members 
Entering Unmasked Estep 
Score: -18908466.000000 Penalty: 3922.377686
	Iteration 17Q: 3 clusters Score -1.890847e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 162577 members 
Entering Unmasked Estep 
Score: -18909140.000000 Penalty: 3922.377686
	Iteration 18Q: 3 clusters Score -1.890914e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 164064 members 
Entering Unmasked Estep 
Score: -18909952.000000 Penalty: 3922.377686
	Iteration 19Q: 3 clusters Score -1.890995e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 165424 members 
Entering Unmasked Estep 
Score: -18910474.000000 Penalty: 3922.377686
	Iteration 20F: 3 clusters Score -1.891047e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 166671 members 
Entering Unmasked Estep 
Score: -18910960.000000 Penalty: 3922.377686
	Iteration 21Q: 3 clusters Score -1.891096e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 167748 members 
Entering Unmasked Estep 
Score: -18911238.000000 Penalty: 3922.377686
	Iteration 22Q: 3 clusters Score -1.891124e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -18911492.000000 Penalty: 3922.377686
	Iteration 23Q: 3 clusters Score -1.891149e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 169381 members 
Entering Unmasked Estep 
Score: -18911620.000000 Penalty: 3922.377686
	Iteration 24Q: 3 clusters Score -1.891162e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -18911704.000000 Penalty: 3922.377686
	Iteration 25Q: 3 clusters Score -1.89117e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 170587 members 
Entering Unmasked Estep 
Score: -18911764.000000 Penalty: 3922.377686
	Iteration 26Q: 3 clusters Score -1.891176e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 171025 members 
Entering Unmasked Estep 
Score: -18911844.000000 Penalty: 3922.377686
	Iteration 27Q: 3 clusters Score -1.891184e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -18911880.000000 Penalty: 3922.377686
	Iteration 28Q: 3 clusters Score -1.891188e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 171723 members 
Entering Unmasked Estep 
Score: -18911912.000000 Penalty: 3922.377686
	Iteration 29Q: 3 clusters Score -1.891191e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -18911966.000000 Penalty: 3922.377686
	Iteration 30Q: 3 clusters Score -1.891197e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 172131 members 
Entering Unmasked Estep 
Score: -18911990.000000 Penalty: 3922.377686
	Iteration 31Q: 3 clusters Score -1.891199e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 172267 members 
Entering Unmasked Estep 
Score: -18911978.000000 Penalty: 3922.377686
	Iteration 32Q: 3 clusters Score -1.891198e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 172363 members 
Entering Unmasked Estep 
Score: -18911976.000000 Penalty: 3922.377686
	Iteration 33Q: 3 clusters Score -1.891198e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 172469 members 
Entering Unmasked Estep 
Score: -18911926.000000 Penalty: 3922.377686
	Iteration 34Q: 3 clusters Score -1.891193e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 172561 members 
Entering Unmasked Estep 
Score: -18911896.000000 Penalty: 3922.377686
	Iteration 35Q: 3 clusters Score -1.89119e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 172649 members 
Entering Unmasked Estep 
Score: -18911894.000000 Penalty: 3922.377686
	Iteration 36Q: 3 clusters Score -1.891189e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 172714 members 
Entering Unmasked Estep 
Score: -18911880.000000 Penalty: 3922.377686
	Iteration 37Q: 3 clusters Score -1.891188e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 172770 members 
Entering Unmasked Estep 
Score: -18911872.000000 Penalty: 3922.377686
	Iteration 38Q: 3 clusters Score -1.891187e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 172819 members 
Entering Unmasked Estep 
Score: -18911860.000000 Penalty: 3922.377686
	Iteration 39Q: 3 clusters Score -1.891186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 172857 members 
Entering Unmasked Estep 
Score: -18911858.000000 Penalty: 3922.377686
	Iteration 40F: 3 clusters Score -1.891186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -18911856.000000 Penalty: 3922.377686
	Iteration 41Q: 3 clusters Score -1.891186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 172911 members 
Entering Unmasked Estep 
Score: -18911852.000000 Penalty: 3922.377686
	Iteration 42Q: 3 clusters Score -1.891185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -18911842.000000 Penalty: 3922.377686
	Iteration 43Q: 3 clusters Score -1.891184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 172957 members 
Entering Unmasked Estep 
Score: -18911850.000000 Penalty: 3922.377686
	Iteration 44Q: 3 clusters Score -1.891185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -18911862.000000 Penalty: 3922.377686
	Iteration 45Q: 3 clusters Score -1.891186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 172995 members 
Entering Unmasked Estep 
Score: -18911864.000000 Penalty: 3922.377686
	Iteration 46Q: 3 clusters Score -1.891186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 173023 members 
Entering Unmasked Estep 
Score: -18911826.000000 Penalty: 3922.377686
	Iteration 47Q: 3 clusters Score -1.891183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 173051 members 
Entering Unmasked Estep 
Score: -18911828.000000 Penalty: 3922.377686
	Iteration 48Q: 3 clusters Score -1.891183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 173070 members 
Entering Unmasked Estep 
Score: -18911838.000000 Penalty: 3922.377686
	Iteration 49Q: 3 clusters Score -1.891184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 173087 members 
Entering Unmasked Estep 
Score: -18911826.000000 Penalty: 3922.377686
	Iteration 50Q: 3 clusters Score -1.891183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 173105 members 
Entering Unmasked Estep 
Score: -18911824.000000 Penalty: 3922.377686
	Iteration 51Q: 3 clusters Score -1.891182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 173116 members 
Entering Unmasked Estep 
Score: -18911828.000000 Penalty: 3922.377686
	Iteration 52Q: 3 clusters Score -1.891183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 173125 members 
Entering Unmasked Estep 
Score: -18911814.000000 Penalty: 3922.377686
	Iteration 53Q: 3 clusters Score -1.891181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 173129 members 
Entering Unmasked Estep 
Score: -18911806.000000 Penalty: 3922.377686
	Iteration 54Q: 3 clusters Score -1.891181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 173131 members 
Entering Unmasked Estep 
Score: -18911808.000000 Penalty: 3922.377686
	Iteration 55Q: 3 clusters Score -1.891181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 173134 members 
Entering Unmasked Estep 
Score: -18911808.000000 Penalty: 3922.377686
	Iteration 56Q: 3 clusters Score -1.891181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 173137 members 
Entering Unmasked Estep 
Score: -18911812.000000 Penalty: 3922.377686
	Iteration 57Q: 3 clusters Score -1.891181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 173142 members 
Entering Unmasked Estep 
Score: -18911814.000000 Penalty: 3922.377686
	Iteration 58Q: 3 clusters Score -1.891181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 173146 members 
Entering Unmasked Estep 
Score: -18911812.000000 Penalty: 3922.377686
	Iteration 59Q: 3 clusters Score -1.891181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 173151 members 
Entering Unmasked Estep 
Score: -18911808.000000 Penalty: 3922.377686
	Iteration 60F: 3 clusters Score -1.891181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 173153 members 
Entering Unmasked Estep 
Score: -18911812.000000 Penalty: 3922.377686
	Iteration 61Q: 3 clusters Score -1.891181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 173157 members 
Entering Unmasked Estep 
Score: -18911816.000000 Penalty: 3922.377686
	Iteration 62Q: 3 clusters Score -1.891182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 173159 members 
Entering Unmasked Estep 
Score: -18911820.000000 Penalty: 3922.377686
	Iteration 63Q: 3 clusters Score -1.891182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -18911806.000000 Penalty: 3922.377686
	Iteration 64Q: 3 clusters Score -1.891181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 173164 members 
Entering Unmasked Estep 
Score: -18911818.000000 Penalty: 3922.377686
	Iteration 65Q: 3 clusters Score -1.891182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 173165 members 
Entering Unmasked Estep 
Score: -18911814.000000 Penalty: 3922.377686
	Iteration 66Q: 3 clusters Score -1.891181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -18911806.000000 Penalty: 3922.377686
	Iteration 67Q: 3 clusters Score -1.891181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 173173 members 
Entering Unmasked Estep 
Score: -18911816.000000 Penalty: 3922.377686
	Iteration 68Q: 3 clusters Score -1.891182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 173178 members 
Entering Unmasked Estep 
Score: -18911814.000000 Penalty: 3922.377686
	Iteration 69Q: 3 clusters Score -1.891181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 173184 members 
Entering Unmasked Estep 
Score: -18911828.000000 Penalty: 3922.377686
	Iteration 70Q: 3 clusters Score -1.891183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 173189 members 
Entering Unmasked Estep 
Score: -18911810.000000 Penalty: 3922.377686
	Iteration 71Q: 3 clusters Score -1.891181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 173192 members 
Entering Unmasked Estep 
Score: -18911812.000000 Penalty: 3922.377686
	Iteration 72Q: 3 clusters Score -1.891181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 173193 members 
Entering Unmasked Estep 
Score: -18911806.000000 Penalty: 3922.377686
	Iteration 73Q: 3 clusters Score -1.891181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 173195 members 
Entering Unmasked Estep 
Score: -18911800.000000 Penalty: 3922.377686
	Iteration 74Q: 3 clusters Score -1.89118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 173197 members 
Entering Unmasked Estep 
Score: -18911806.000000 Penalty: 3922.377686
	Iteration 75Q: 3 clusters Score -1.891181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 173200 members 
Entering Unmasked Estep 
Score: -18911808.000000 Penalty: 3922.377686
	Iteration 76Q: 3 clusters Score -1.891181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -18911808.000000 Penalty: 3922.377686
	Iteration 77Q: 3 clusters Score -1.891181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 173201 members 
Entering Unmasked Estep 
Score: -18911808.000000 Penalty: 3922.377686
	Iteration 78Q: 3 clusters Score -1.891181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 173201 members 
Entering Unmasked Estep 
Score: -18911808.000000 Penalty: 3922.377686
	Iteration 79F: 3 clusters Score -1.891181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (170802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170802 members 
Entering Unmasked Estep 
Score: -18501776.000000 Penalty: 1957.842407
	Iteration 0F: 2 clusters Score -1.850178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -18389022.000000 Penalty: 3915.684814
	Iteration 0F: 3 clusters Score -1.838902e+07 nChanged 82544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -18438250.000000 Penalty: 3915.684814
	Iteration 1F: 3 clusters Score -1.843825e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -18439822.000000 Penalty: 3915.684814
	Iteration 2Q: 3 clusters Score -1.843982e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -18442242.000000 Penalty: 3915.684814
	Iteration 3Q: 3 clusters Score -1.844224e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -18446252.000000 Penalty: 3915.684814
	Iteration 4F: 3 clusters Score -1.844625e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -18452840.000000 Penalty: 3915.684814
	Iteration 5F: 3 clusters Score -1.845284e+07 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -18462524.000000 Penalty: 3915.684814
	Iteration 6F: 3 clusters Score -1.846252e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125562 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -18473942.000000 Penalty: 3915.684814
	Iteration 7F: 3 clusters Score -1.847394e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130842 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -18482224.000000 Penalty: 3915.684814
	Iteration 8F: 3 clusters Score -1.848222e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133524 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -18485806.000000 Penalty: 3915.684814
	Iteration 9Q: 3 clusters Score -1.848581e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135525 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -18487274.000000 Penalty: 3915.684814
	Iteration 10Q: 3 clusters Score -1.848727e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -18488356.000000 Penalty: 3915.684814
	Iteration 11Q: 3 clusters Score -1.848836e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139167 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -18489154.000000 Penalty: 3915.684814
	Iteration 12Q: 3 clusters Score -1.848915e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140781 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -18489896.000000 Penalty: 3915.684814
	Iteration 13Q: 3 clusters Score -1.84899e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142320 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -18490644.000000 Penalty: 3915.684814
	Iteration 14Q: 3 clusters Score -1.849064e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143814 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -18491328.000000 Penalty: 3915.684814
	Iteration 15Q: 3 clusters Score -1.849133e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145215 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -18491994.000000 Penalty: 3915.684814
	Iteration 16Q: 3 clusters Score -1.849199e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146545 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -18492480.000000 Penalty: 3915.684814
	Iteration 17Q: 3 clusters Score -1.849248e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147836 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -18492974.000000 Penalty: 3915.684814
	Iteration 18Q: 3 clusters Score -1.849297e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -18493300.000000 Penalty: 3915.684814
	Iteration 19Q: 3 clusters Score -1.84933e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150284 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -18493820.000000 Penalty: 3915.684814
	Iteration 20F: 3 clusters Score -1.849382e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151442 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -18494150.000000 Penalty: 3915.684814
	Iteration 21Q: 3 clusters Score -1.849415e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152567 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -18494666.000000 Penalty: 3915.684814
	Iteration 22Q: 3 clusters Score -1.849467e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153614 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -18495030.000000 Penalty: 3915.684814
	Iteration 23Q: 3 clusters Score -1.849503e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -18495356.000000 Penalty: 3915.684814
	Iteration 24Q: 3 clusters Score -1.849536e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -18495516.000000 Penalty: 3915.684814
	Iteration 25Q: 3 clusters Score -1.849552e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156471 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -18495824.000000 Penalty: 3915.684814
	Iteration 26Q: 3 clusters Score -1.849582e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157333 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -18496068.000000 Penalty: 3915.684814
	Iteration 27Q: 3 clusters Score -1.849607e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -18496208.000000 Penalty: 3915.684814
	Iteration 28Q: 3 clusters Score -1.849621e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158883 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -18496412.000000 Penalty: 3915.684814
	Iteration 29Q: 3 clusters Score -1.849641e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159621 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -18496670.000000 Penalty: 3915.684814
	Iteration 30Q: 3 clusters Score -1.849667e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160292 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -18496872.000000 Penalty: 3915.684814
	Iteration 31Q: 3 clusters Score -1.849687e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160920 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -18497054.000000 Penalty: 3915.684814
	Iteration 32Q: 3 clusters Score -1.849705e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -18497244.000000 Penalty: 3915.684814
	Iteration 33Q: 3 clusters Score -1.849724e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162083 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -18497350.000000 Penalty: 3915.684814
	Iteration 34Q: 3 clusters Score -1.849735e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162643 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -18497526.000000 Penalty: 3915.684814
	Iteration 35Q: 3 clusters Score -1.849753e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163181 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -18497676.000000 Penalty: 3915.684814
	Iteration 36Q: 3 clusters Score -1.849768e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163652 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -18497898.000000 Penalty: 3915.684814
	Iteration 37Q: 3 clusters Score -1.84979e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164081 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -18498056.000000 Penalty: 3915.684814
	Iteration 38Q: 3 clusters Score -1.849806e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164493 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -18498226.000000 Penalty: 3915.684814
	Iteration 39Q: 3 clusters Score -1.849823e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164882 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -18498414.000000 Penalty: 3915.684814
	Iteration 40F: 3 clusters Score -1.849841e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165274 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -18498620.000000 Penalty: 3915.684814
	Iteration 41Q: 3 clusters Score -1.849862e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -18498746.000000 Penalty: 3915.684814
	Iteration 42Q: 3 clusters Score -1.849875e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165996 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -18498810.000000 Penalty: 3915.684814
	Iteration 43Q: 3 clusters Score -1.849881e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166346 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -18499062.000000 Penalty: 3915.684814
	Iteration 44Q: 3 clusters Score -1.849906e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -18499204.000000 Penalty: 3915.684814
	Iteration 45Q: 3 clusters Score -1.84992e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -18499334.000000 Penalty: 3915.684814
	Iteration 46Q: 3 clusters Score -1.849933e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167184 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -18499398.000000 Penalty: 3915.684814
	Iteration 47Q: 3 clusters Score -1.84994e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167385 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -18499464.000000 Penalty: 3915.684814
	Iteration 48Q: 3 clusters Score -1.849946e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -18499560.000000 Penalty: 3915.684814
	Iteration 49Q: 3 clusters Score -1.849956e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167742 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -18499624.000000 Penalty: 3915.684814
	Iteration 50Q: 3 clusters Score -1.849962e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167902 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -18499726.000000 Penalty: 3915.684814
	Iteration 51Q: 3 clusters Score -1.849973e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -18499824.000000 Penalty: 3915.684814
	Iteration 52Q: 3 clusters Score -1.849982e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -18499870.000000 Penalty: 3915.684814
	Iteration 53Q: 3 clusters Score -1.849987e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -18499920.000000 Penalty: 3915.684814
	Iteration 54Q: 3 clusters Score -1.849992e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168426 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -18499944.000000 Penalty: 3915.684814
	Iteration 55Q: 3 clusters Score -1.849994e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168525 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -18499978.000000 Penalty: 3915.684814
	Iteration 56Q: 3 clusters Score -1.849998e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -18500002.000000 Penalty: 3915.684814
	Iteration 57Q: 3 clusters Score -1.85e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -18500074.000000 Penalty: 3915.684814
	Iteration 58Q: 3 clusters Score -1.850007e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168830 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -18500098.000000 Penalty: 3915.684814
	Iteration 59Q: 3 clusters Score -1.85001e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168914 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -18500108.000000 Penalty: 3915.684814
	Iteration 60F: 3 clusters Score -1.850011e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -18500148.000000 Penalty: 3915.684814
	Iteration 61Q: 3 clusters Score -1.850015e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169085 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -18500176.000000 Penalty: 3915.684814
	Iteration 62Q: 3 clusters Score -1.850018e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169159 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -18500226.000000 Penalty: 3915.684814
	Iteration 63Q: 3 clusters Score -1.850023e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169229 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -18500250.000000 Penalty: 3915.684814
	Iteration 64Q: 3 clusters Score -1.850025e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169294 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -18500278.000000 Penalty: 3915.684814
	Iteration 65Q: 3 clusters Score -1.850028e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169352 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -18500294.000000 Penalty: 3915.684814
	Iteration 66Q: 3 clusters Score -1.850029e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169403 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -18500310.000000 Penalty: 3915.684814
	Iteration 67Q: 3 clusters Score -1.850031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -18500326.000000 Penalty: 3915.684814
	Iteration 68Q: 3 clusters Score -1.850033e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169469 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -18500346.000000 Penalty: 3915.684814
	Iteration 69Q: 3 clusters Score -1.850035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18500368.000000 Penalty: 3915.684814
	Iteration 70Q: 3 clusters Score -1.850037e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -18500408.000000 Penalty: 3915.684814
	Iteration 71Q: 3 clusters Score -1.850041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -18500412.000000 Penalty: 3915.684814
	Iteration 72Q: 3 clusters Score -1.850041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169599 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -18500408.000000 Penalty: 3915.684814
	Iteration 73Q: 3 clusters Score -1.850041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18500412.000000 Penalty: 3915.684814
	Iteration 74Q: 3 clusters Score -1.850041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -18500414.000000 Penalty: 3915.684814
	Iteration 75Q: 3 clusters Score -1.850041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -18500406.000000 Penalty: 3915.684814
	Iteration 76Q: 3 clusters Score -1.850041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169659 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -18500404.000000 Penalty: 3915.684814
	Iteration 77Q: 3 clusters Score -1.85004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169663 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -18500400.000000 Penalty: 3915.684814
	Iteration 78Q: 3 clusters Score -1.85004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -18500394.000000 Penalty: 3915.684814
	Iteration 79Q: 3 clusters Score -1.850039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169671 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -18500400.000000 Penalty: 3915.684814
	Iteration 80F: 3 clusters Score -1.85004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169671 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -18500410.000000 Penalty: 3915.684814
	Iteration 81Q: 3 clusters Score -1.850041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169670 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -18500416.000000 Penalty: 3915.684814
	Iteration 82Q: 3 clusters Score -1.850042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169668 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -18500408.000000 Penalty: 3915.684814
	Iteration 83Q: 3 clusters Score -1.850041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169665 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -18500408.000000 Penalty: 3915.684814
	Iteration 84Q: 3 clusters Score -1.850041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -18500410.000000 Penalty: 3915.684814
	Iteration 85Q: 3 clusters Score -1.850041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -18500406.000000 Penalty: 3915.684814
	Iteration 86Q: 3 clusters Score -1.850041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -18500406.000000 Penalty: 3915.684814
	Iteration 87F: 3 clusters Score -1.850041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Entering Unmasked Estep 
Score: -3487403.250000 Penalty: 1684.289795
	Iteration 0F: 2 clusters Score -3487403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3466084.000000 Penalty: 3368.579590
	Iteration 0F: 3 clusters Score -3466084 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3474176.750000 Penalty: 3368.579590
	Iteration 1F: 3 clusters Score -3474177 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3474622.000000 Penalty: 3368.579590
	Iteration 2Q: 3 clusters Score -3474622 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3475114.000000 Penalty: 3368.579590
	Iteration 3Q: 3 clusters Score -3475114 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3475689.500000 Penalty: 3368.579590
	Iteration 4Q: 3 clusters Score -3475690 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3476534.750000 Penalty: 3368.579590
	Iteration 5F: 3 clusters Score -3476535 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3477846.000000 Penalty: 3368.579590
	Iteration 6F: 3 clusters Score -3477846 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3479732.000000 Penalty: 3368.579590
	Iteration 7F: 3 clusters Score -3479732 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3481921.000000 Penalty: 3368.579590
	Iteration 8F: 3 clusters Score -3481921 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3483674.500000 Penalty: 3368.579590
	Iteration 9F: 3 clusters Score -3483674 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3484591.000000 Penalty: 3368.579590
	Iteration 10Q: 3 clusters Score -3484591 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3485051.750000 Penalty: 3368.579590
	Iteration 11Q: 3 clusters Score -3485052 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3485279.750000 Penalty: 3368.579590
	Iteration 12Q: 3 clusters Score -3485280 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3485461.750000 Penalty: 3368.579590
	Iteration 13Q: 3 clusters Score -3485462 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3485576.250000 Penalty: 3368.579590
	Iteration 14Q: 3 clusters Score -3485576 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3485678.000000 Penalty: 3368.579590
	Iteration 15Q: 3 clusters Score -3485678 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3485761.500000 Penalty: 3368.579590
	Iteration 16Q: 3 clusters Score -3485762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3485828.750000 Penalty: 3368.579590
	Iteration 17Q: 3 clusters Score -3485829 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3485876.250000 Penalty: 3368.579590
	Iteration 18Q: 3 clusters Score -3485876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3485906.250000 Penalty: 3368.579590
	Iteration 19Q: 3 clusters Score -3485906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3485959.750000 Penalty: 3368.579590
	Iteration 20F: 3 clusters Score -3485960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3486001.000000 Penalty: 3368.579590
	Iteration 21Q: 3 clusters Score -3486001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3486026.000000 Penalty: 3368.579590
	Iteration 22Q: 3 clusters Score -3486026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3486038.000000 Penalty: 3368.579590
	Iteration 23Q: 3 clusters Score -3486038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3486058.500000 Penalty: 3368.579590
	Iteration 24Q: 3 clusters Score -3486058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3486061.000000 Penalty: 3368.579590
	Iteration 25Q: 3 clusters Score -3486061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3486081.250000 Penalty: 3368.579590
	Iteration 26Q: 3 clusters Score -3486081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3486088.750000 Penalty: 3368.579590
	Iteration 27Q: 3 clusters Score -3486089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3486096.500000 Penalty: 3368.579590
	Iteration 28Q: 3 clusters Score -3486096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3486100.750000 Penalty: 3368.579590
	Iteration 29Q: 3 clusters Score -3486101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3486113.750000 Penalty: 3368.579590
	Iteration 30Q: 3 clusters Score -3486114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3486110.750000 Penalty: 3368.579590
	Iteration 31Q: 3 clusters Score -3486111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3486117.500000 Penalty: 3368.579590
	Iteration 32Q: 3 clusters Score -3486118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3486120.250000 Penalty: 3368.579590
	Iteration 33Q: 3 clusters Score -3486120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3486129.000000 Penalty: 3368.579590
	Iteration 34Q: 3 clusters Score -3486129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3486127.750000 Penalty: 3368.579590
	Iteration 35Q: 3 clusters Score -3486128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3486139.250000 Penalty: 3368.579590
	Iteration 36Q: 3 clusters Score -3486139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3486146.500000 Penalty: 3368.579590
	Iteration 37Q: 3 clusters Score -3486146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3486152.500000 Penalty: 3368.579590
	Iteration 38Q: 3 clusters Score -3486152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3486155.000000 Penalty: 3368.579590
	Iteration 39Q: 3 clusters Score -3486155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3486159.750000 Penalty: 3368.579590
	Iteration 40F: 3 clusters Score -3486160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3486167.750000 Penalty: 3368.579590
	Iteration 41Q: 3 clusters Score -3486168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3486169.750000 Penalty: 3368.579590
	Iteration 42Q: 3 clusters Score -3486170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3486172.250000 Penalty: 3368.579590
	Iteration 43Q: 3 clusters Score -3486172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3486174.750000 Penalty: 3368.579590
	Iteration 44Q: 3 clusters Score -3486175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3486176.250000 Penalty: 3368.579590
	Iteration 45Q: 3 clusters Score -3486176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3486173.500000 Penalty: 3368.579590
	Iteration 46Q: 3 clusters Score -3486174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3486173.500000 Penalty: 3368.579590
	Iteration 47F: 3 clusters Score -3486174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Entering Unmasked Estep 
Score: -558457.812500 Penalty: 1385.853760
	Iteration 0F: 2 clusters Score -558457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -554412.312500 Penalty: 2771.707520
	Iteration 0F: 3 clusters Score -554412.3 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -555562.625000 Penalty: 2771.707520
	Iteration 1F: 3 clusters Score -555562.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -555739.062500 Penalty: 2771.707520
	Iteration 2F: 3 clusters Score -555739.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -555850.000000 Penalty: 2771.707520
	Iteration 3F: 3 clusters Score -555850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -555929.937500 Penalty: 2771.707520
	Iteration 4Q: 3 clusters Score -555929.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -556010.125000 Penalty: 2771.707520
	Iteration 5Q: 3 clusters Score -556010.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -556089.437500 Penalty: 2771.707520
	Iteration 6Q: 3 clusters Score -556089.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -556156.750000 Penalty: 2771.707520
	Iteration 7Q: 3 clusters Score -556156.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -556219.687500 Penalty: 2771.707520
	Iteration 8Q: 3 clusters Score -556219.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -556302.875000 Penalty: 2771.707520
	Iteration 9Q: 3 clusters Score -556302.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -556396.500000 Penalty: 2771.707520
	Iteration 10Q: 3 clusters Score -556396.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -556505.937500 Penalty: 2771.707520
	Iteration 11Q: 3 clusters Score -556505.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -556637.562500 Penalty: 2771.707520
	Iteration 12Q: 3 clusters Score -556637.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -556755.187500 Penalty: 2771.707520
	Iteration 13Q: 3 clusters Score -556755.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -556860.750000 Penalty: 2771.707520
	Iteration 14Q: 3 clusters Score -556860.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -556923.250000 Penalty: 2771.707520
	Iteration 15Q: 3 clusters Score -556923.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -556984.125000 Penalty: 2771.707520
	Iteration 16Q: 3 clusters Score -556984.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -557032.250000 Penalty: 2771.707520
	Iteration 17Q: 3 clusters Score -557032.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -557072.000000 Penalty: 2771.707520
	Iteration 18Q: 3 clusters Score -557072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -557112.875000 Penalty: 2771.707520
	Iteration 19Q: 3 clusters Score -557112.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -557140.500000 Penalty: 2771.707520
	Iteration 20F: 3 clusters Score -557140.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -557164.187500 Penalty: 2771.707520
	Iteration 21Q: 3 clusters Score -557164.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -557188.125000 Penalty: 2771.707520
	Iteration 22Q: 3 clusters Score -557188.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -557199.812500 Penalty: 2771.707520
	Iteration 23Q: 3 clusters Score -557199.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -557213.312500 Penalty: 2771.707520
	Iteration 24Q: 3 clusters Score -557213.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -557225.812500 Penalty: 2771.707520
	Iteration 25Q: 3 clusters Score -557225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -557238.750000 Penalty: 2771.707520
	Iteration 26Q: 3 clusters Score -557238.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -557248.500000 Penalty: 2771.707520
	Iteration 27Q: 3 clusters Score -557248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -557261.125000 Penalty: 2771.707520
	Iteration 28Q: 3 clusters Score -557261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -557271.375000 Penalty: 2771.707520
	Iteration 29Q: 3 clusters Score -557271.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -557281.437500 Penalty: 2771.707520
	Iteration 30Q: 3 clusters Score -557281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -557283.375000 Penalty: 2771.707520
	Iteration 31Q: 3 clusters Score -557283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -557285.000000 Penalty: 2771.707520
	Iteration 32Q: 3 clusters Score -557285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -557287.625000 Penalty: 2771.707520
	Iteration 33Q: 3 clusters Score -557287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -557288.937500 Penalty: 2771.707520
	Iteration 34Q: 3 clusters Score -557288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -557288.937500 Penalty: 2771.707520
	Iteration 35F: 3 clusters Score -557288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Entering Unmasked Estep 
Score: -4727131.000000 Penalty: 1733.780762
	Iteration 0F: 2 clusters Score -4727131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -4698328.000000 Penalty: 3467.561523
	Iteration 0F: 3 clusters Score -4698328 nChanged 20151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -4709745.500000 Penalty: 3467.561523
	Iteration 1F: 3 clusters Score -4709746 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -4710455.500000 Penalty: 3467.561523
	Iteration 2Q: 3 clusters Score -4710456 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4711428.500000 Penalty: 3467.561523
	Iteration 3Q: 3 clusters Score -4711428 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -4713057.500000 Penalty: 3467.561523
	Iteration 4F: 3 clusters Score -4713058 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4715654.000000 Penalty: 3467.561523
	Iteration 5F: 3 clusters Score -4715654 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -4718974.000000 Penalty: 3467.561523
	Iteration 6F: 3 clusters Score -4718974 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -4722133.000000 Penalty: 3467.561523
	Iteration 7F: 3 clusters Score -4722133 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4724165.500000 Penalty: 3467.561523
	Iteration 8Q: 3 clusters Score -4724166 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4725056.000000 Penalty: 3467.561523
	Iteration 9Q: 3 clusters Score -4725056 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4725376.500000 Penalty: 3467.561523
	Iteration 10Q: 3 clusters Score -4725376 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4725571.000000 Penalty: 3467.561523
	Iteration 11Q: 3 clusters Score -4725571 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4725695.500000 Penalty: 3467.561523
	Iteration 12Q: 3 clusters Score -4725696 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4725755.500000 Penalty: 3467.561523
	Iteration 13Q: 3 clusters Score -4725756 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4725789.000000 Penalty: 3467.561523
	Iteration 14Q: 3 clusters Score -4725789 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4725829.000000 Penalty: 3467.561523
	Iteration 15Q: 3 clusters Score -4725829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4725849.000000 Penalty: 3467.561523
	Iteration 16Q: 3 clusters Score -4725849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4725853.000000 Penalty: 3467.561523
	Iteration 17Q: 3 clusters Score -4725853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4725878.000000 Penalty: 3467.561523
	Iteration 18Q: 3 clusters Score -4725878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4725886.000000 Penalty: 3467.561523
	Iteration 19Q: 3 clusters Score -4725886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4725897.000000 Penalty: 3467.561523
	Iteration 20F: 3 clusters Score -4725897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4725902.500000 Penalty: 3467.561523
	Iteration 21Q: 3 clusters Score -4725902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4725906.500000 Penalty: 3467.561523
	Iteration 22Q: 3 clusters Score -4725906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4725908.000000 Penalty: 3467.561523
	Iteration 23Q: 3 clusters Score -4725908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4725915.500000 Penalty: 3467.561523
	Iteration 24Q: 3 clusters Score -4725916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4725920.000000 Penalty: 3467.561523
	Iteration 25Q: 3 clusters Score -4725920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4725923.000000 Penalty: 3467.561523
	Iteration 26Q: 3 clusters Score -4725923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4725918.000000 Penalty: 3467.561523
	Iteration 27Q: 3 clusters Score -4725918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4725920.500000 Penalty: 3467.561523
	Iteration 28Q: 3 clusters Score -4725920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4725920.000000 Penalty: 3467.561523
	Iteration 29Q: 3 clusters Score -4725920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4725919.000000 Penalty: 3467.561523
	Iteration 30Q: 3 clusters Score -4725919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4725916.000000 Penalty: 3467.561523
	Iteration 31Q: 3 clusters Score -4725916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4725920.000000 Penalty: 3467.561523
	Iteration 32Q: 3 clusters Score -4725920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4725920.000000 Penalty: 3467.561523
	Iteration 33Q: 3 clusters Score -4725920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4725914.500000 Penalty: 3467.561523
	Iteration 34Q: 3 clusters Score -4725914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4725920.500000 Penalty: 3467.561523
	Iteration 35Q: 3 clusters Score -4725920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4725924.500000 Penalty: 3467.561523
	Iteration 36Q: 3 clusters Score -4725924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4725929.000000 Penalty: 3467.561523
	Iteration 37Q: 3 clusters Score -4725929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4725924.500000 Penalty: 3467.561523
	Iteration 38Q: 3 clusters Score -4725924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4725920.000000 Penalty: 3467.561523
	Iteration 39Q: 3 clusters Score -4725920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4725920.500000 Penalty: 3467.561523
	Iteration 40F: 3 clusters Score -4725920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4725921.500000 Penalty: 3467.561523
	Iteration 41Q: 3 clusters Score -4725922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4725923.000000 Penalty: 3467.561523
	Iteration 42Q: 3 clusters Score -4725923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4725922.500000 Penalty: 3467.561523
	Iteration 43Q: 3 clusters Score -4725922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4725924.000000 Penalty: 3467.561523
	Iteration 44Q: 3 clusters Score -4725924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4725924.000000 Penalty: 3467.561523
	Iteration 45F: 3 clusters Score -4725924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48877 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 8 contains 171196 members 
Mstep: Class 11 contains 119897 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64361 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 42037 members 
Mstep: Class 19 contains 174356 members 
Mstep: Class 20 contains 170802 members 
Mstep: Class 21 contains 31725 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 43020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844160.000000 Penalty: 33373.367188
Iteration 119Q: 16 clusters Score -9.384416e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48908 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 171188 members 
Mstep: Class 11 contains 119732 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64365 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 42038 members 
Mstep: Class 19 contains 174332 members 
Mstep: Class 20 contains 170952 members 
Mstep: Class 21 contains 31734 members 
Mstep: Class 22 contains 5042 members 
Mstep: Class 23 contains 43038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844088.000000 Penalty: 33373.367188
Iteration 120F: 16 clusters Score -9.384409e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48934 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 171186 members 
Mstep: Class 11 contains 119577 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64368 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42043 members 
Mstep: Class 19 contains 174315 members 
Mstep: Class 20 contains 171079 members 
Mstep: Class 21 contains 31739 members 
Mstep: Class 22 contains 5033 members 
Mstep: Class 23 contains 43056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844280.000000 Penalty: 33373.367188
Iteration 121Q: 16 clusters Score -9.384428e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48945 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 8 contains 171197 members 
Mstep: Class 11 contains 119444 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64374 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42047 members 
Mstep: Class 19 contains 174303 members 
Mstep: Class 20 contains 171197 members 
Mstep: Class 21 contains 31738 members 
Mstep: Class 22 contains 5024 members 
Mstep: Class 23 contains 43061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844384.000000 Penalty: 33373.367188
Iteration 122Q: 16 clusters Score -9.384438e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48964 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 171212 members 
Mstep: Class 11 contains 119313 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64370 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 42051 members 
Mstep: Class 19 contains 174296 members 
Mstep: Class 20 contains 171307 members 
Mstep: Class 21 contains 31740 members 
Mstep: Class 22 contains 5014 members 
Mstep: Class 23 contains 43061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844368.000000 Penalty: 33373.367188
Iteration 123Q: 16 clusters Score -9.384437e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48978 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 171232 members 
Mstep: Class 11 contains 119162 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64368 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 42056 members 
Mstep: Class 19 contains 174294 members 
Mstep: Class 20 contains 171435 members 
Mstep: Class 21 contains 31741 members 
Mstep: Class 22 contains 4991 members 
Mstep: Class 23 contains 43068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844416.000000 Penalty: 33373.367188
Iteration 124Q: 16 clusters Score -9.384442e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48987 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 171263 members 
Mstep: Class 11 contains 119040 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64367 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 42055 members 
Mstep: Class 19 contains 174291 members 
Mstep: Class 20 contains 171517 members 
Mstep: Class 21 contains 31741 members 
Mstep: Class 22 contains 4981 members 
Mstep: Class 23 contains 43081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844408.000000 Penalty: 33373.367188
Iteration 125Q: 16 clusters Score -9.384441e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48997 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 8 contains 171294 members 
Mstep: Class 11 contains 118912 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64370 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 42052 members 
Mstep: Class 19 contains 174293 members 
Mstep: Class 20 contains 171591 members 
Mstep: Class 21 contains 31741 members 
Mstep: Class 22 contains 4975 members 
Mstep: Class 23 contains 43094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844344.000000 Penalty: 33373.367188
Iteration 126Q: 16 clusters Score -9.384434e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 48999 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 171323 members 
Mstep: Class 11 contains 118797 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64372 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 42054 members 
Mstep: Class 19 contains 174266 members 
Mstep: Class 20 contains 171699 members 
Mstep: Class 21 contains 31739 members 
Mstep: Class 22 contains 4963 members 
Mstep: Class 23 contains 43105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844256.000000 Penalty: 33373.367188
Iteration 127Q: 16 clusters Score -9.384426e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49000 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 171346 members 
Mstep: Class 11 contains 118668 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64378 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42055 members 
Mstep: Class 19 contains 174269 members 
Mstep: Class 20 contains 171794 members 
Mstep: Class 21 contains 31735 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 43117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844216.000000 Penalty: 33373.367188
Iteration 128Q: 16 clusters Score -9.384422e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49004 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 171368 members 
Mstep: Class 11 contains 118545 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64377 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42055 members 
Mstep: Class 19 contains 174271 members 
Mstep: Class 20 contains 171882 members 
Mstep: Class 21 contains 31731 members 
Mstep: Class 22 contains 4944 members 
Mstep: Class 23 contains 43131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844280.000000 Penalty: 33373.367188
Iteration 129Q: 16 clusters Score -9.384428e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49010 members 
Mstep: Class 7 contains 4621 members 
Mstep: Class 8 contains 171394 members 
Mstep: Class 11 contains 118421 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64388 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42057 members 
Mstep: Class 19 contains 174267 members 
Mstep: Class 20 contains 171960 members 
Mstep: Class 21 contains 31731 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 43138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844280.000000 Penalty: 33373.367188
Iteration 130Q: 16 clusters Score -9.384428e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49020 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 171422 members 
Mstep: Class 11 contains 118302 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64402 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42058 members 
Mstep: Class 19 contains 174286 members 
Mstep: Class 20 contains 171999 members 
Mstep: Class 21 contains 31731 members 
Mstep: Class 22 contains 4930 members 
Mstep: Class 23 contains 43147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844248.000000 Penalty: 33373.367188
Iteration 131Q: 16 clusters Score -9.384425e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49039 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 171450 members 
Mstep: Class 11 contains 118155 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64410 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42058 members 
Mstep: Class 19 contains 174314 members 
Mstep: Class 20 contains 172057 members 
Mstep: Class 21 contains 31730 members 
Mstep: Class 22 contains 4924 members 
Mstep: Class 23 contains 43156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844280.000000 Penalty: 33373.367188
Iteration 132Q: 16 clusters Score -9.384428e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49059 members 
Mstep: Class 7 contains 4635 members 
Mstep: Class 8 contains 171486 members 
Mstep: Class 11 contains 118006 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64429 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42058 members 
Mstep: Class 19 contains 174328 members 
Mstep: Class 20 contains 172104 members 
Mstep: Class 21 contains 31730 members 
Mstep: Class 22 contains 4918 members 
Mstep: Class 23 contains 43170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844344.000000 Penalty: 33373.367188
Iteration 133Q: 16 clusters Score -9.384434e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49076 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 171516 members 
Mstep: Class 11 contains 117830 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64448 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 42065 members 
Mstep: Class 19 contains 174342 members 
Mstep: Class 20 contains 172179 members 
Mstep: Class 21 contains 31735 members 
Mstep: Class 22 contains 4916 members 
Mstep: Class 23 contains 43180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844216.000000 Penalty: 33373.367188
Iteration 134Q: 16 clusters Score -9.384422e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49103 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 171544 members 
Mstep: Class 11 contains 117648 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 64463 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 42073 members 
Mstep: Class 19 contains 174337 members 
Mstep: Class 20 contains 172269 members 
Mstep: Class 21 contains 31738 members 
Mstep: Class 22 contains 4912 members 
Mstep: Class 23 contains 43194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844312.000000 Penalty: 33373.367188
Iteration 135Q: 16 clusters Score -9.384431e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49131 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 171592 members 
Mstep: Class 11 contains 117434 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64478 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 42080 members 
Mstep: Class 19 contains 174364 members 
Mstep: Class 20 contains 172345 members 
Mstep: Class 21 contains 31740 members 
Mstep: Class 22 contains 4908 members 
Mstep: Class 23 contains 43203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844256.000000 Penalty: 33373.367188
Iteration 136Q: 16 clusters Score -9.384426e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49143 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 171629 members 
Mstep: Class 11 contains 117230 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64495 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 42086 members 
Mstep: Class 19 contains 174399 members 
Mstep: Class 20 contains 172438 members 
Mstep: Class 21 contains 31736 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 43216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844288.000000 Penalty: 33373.367188
Iteration 137Q: 16 clusters Score -9.384429e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49164 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 171674 members 
Mstep: Class 11 contains 117032 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64505 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 42093 members 
Mstep: Class 19 contains 174440 members 
Mstep: Class 20 contains 172508 members 
Mstep: Class 21 contains 31733 members 
Mstep: Class 22 contains 4891 members 
Mstep: Class 23 contains 43230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844296.000000 Penalty: 33373.367188
Iteration 138Q: 16 clusters Score -9.38443e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49182 members 
Mstep: Class 7 contains 4649 members 
Mstep: Class 8 contains 171696 members 
Mstep: Class 11 contains 116853 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64512 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42103 members 
Mstep: Class 19 contains 174449 members 
Mstep: Class 20 contains 172616 members 
Mstep: Class 21 contains 31739 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 43239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844312.000000 Penalty: 33373.367188
Iteration 139Q: 16 clusters Score -9.384431e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49202 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 171710 members 
Mstep: Class 11 contains 116659 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64509 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42106 members 
Mstep: Class 19 contains 174459 members 
Mstep: Class 20 contains 172749 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 43248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844240.000000 Penalty: 33373.367188
Iteration 140F: 16 clusters Score -9.384424e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49222 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 171706 members 
Mstep: Class 11 contains 116486 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64516 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42114 members 
Mstep: Class 19 contains 174470 members 
Mstep: Class 20 contains 172872 members 
Mstep: Class 21 contains 31766 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 43252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844424.000000 Penalty: 33373.367188
Iteration 141Q: 16 clusters Score -9.384442e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49246 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 171715 members 
Mstep: Class 11 contains 116310 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64529 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42120 members 
Mstep: Class 19 contains 174486 members 
Mstep: Class 20 contains 172988 members 
Mstep: Class 21 contains 31770 members 
Mstep: Class 22 contains 4856 members 
Mstep: Class 23 contains 43255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844384.000000 Penalty: 33373.367188
Iteration 142Q: 16 clusters Score -9.384438e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49262 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 171719 members 
Mstep: Class 11 contains 116144 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64540 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 42125 members 
Mstep: Class 19 contains 174503 members 
Mstep: Class 20 contains 173095 members 
Mstep: Class 21 contains 31787 members 
Mstep: Class 22 contains 4836 members 
Mstep: Class 23 contains 43260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844280.000000 Penalty: 33373.367188
Iteration 143Q: 16 clusters Score -9.384428e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49284 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 171734 members 
Mstep: Class 11 contains 115939 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64560 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 42127 members 
Mstep: Class 19 contains 174528 members 
Mstep: Class 20 contains 173228 members 
Mstep: Class 21 contains 31790 members 
Mstep: Class 22 contains 4821 members 
Mstep: Class 23 contains 43261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844232.000000 Penalty: 33373.367188
Iteration 144Q: 16 clusters Score -9.384423e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49318 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 171741 members 
Mstep: Class 11 contains 115741 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64575 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 42129 members 
Mstep: Class 19 contains 174552 members 
Mstep: Class 20 contains 173344 members 
Mstep: Class 21 contains 31801 members 
Mstep: Class 22 contains 4811 members 
Mstep: Class 23 contains 43261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844160.000000 Penalty: 33373.367188
Iteration 145Q: 16 clusters Score -9.384416e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49340 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 171767 members 
Mstep: Class 11 contains 115559 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64588 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 42131 members 
Mstep: Class 19 contains 174573 members 
Mstep: Class 20 contains 173434 members 
Mstep: Class 21 contains 31818 members 
Mstep: Class 22 contains 4805 members 
Mstep: Class 23 contains 43260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844136.000000 Penalty: 33373.367188
Iteration 146Q: 16 clusters Score -9.384414e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49353 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 171803 members 
Mstep: Class 11 contains 115363 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64606 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 42132 members 
Mstep: Class 19 contains 174604 members 
Mstep: Class 20 contains 173529 members 
Mstep: Class 21 contains 31837 members 
Mstep: Class 22 contains 4797 members 
Mstep: Class 23 contains 43252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844088.000000 Penalty: 33373.367188
Iteration 147Q: 16 clusters Score -9.384409e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49366 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 171807 members 
Mstep: Class 11 contains 115177 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64625 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 42136 members 
Mstep: Class 19 contains 174625 members 
Mstep: Class 20 contains 173645 members 
Mstep: Class 21 contains 31853 members 
Mstep: Class 22 contains 4789 members 
Mstep: Class 23 contains 43249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844208.000000 Penalty: 33373.367188
Iteration 148Q: 16 clusters Score -9.384421e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49375 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 171807 members 
Mstep: Class 11 contains 114997 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64640 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 42138 members 
Mstep: Class 19 contains 174628 members 
Mstep: Class 20 contains 173774 members 
Mstep: Class 21 contains 31868 members 
Mstep: Class 22 contains 4785 members 
Mstep: Class 23 contains 43252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844232.000000 Penalty: 33373.367188
Iteration 149Q: 16 clusters Score -9.384423e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49385 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 171798 members 
Mstep: Class 11 contains 114827 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64646 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 42139 members 
Mstep: Class 19 contains 174620 members 
Mstep: Class 20 contains 173937 members 
Mstep: Class 21 contains 31878 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 43247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844224.000000 Penalty: 33373.367188
Iteration 150Q: 16 clusters Score -9.384422e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49393 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 171798 members 
Mstep: Class 11 contains 114646 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64655 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 42141 members 
Mstep: Class 19 contains 174610 members 
Mstep: Class 20 contains 174096 members 
Mstep: Class 21 contains 31887 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 43250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844128.000000 Penalty: 33373.367188
Iteration 151Q: 16 clusters Score -9.384413e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49412 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 171811 members 
Mstep: Class 11 contains 114480 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64669 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 42144 members 
Mstep: Class 19 contains 174594 members 
Mstep: Class 20 contains 174221 members 
Mstep: Class 21 contains 31889 members 
Mstep: Class 22 contains 4771 members 
Mstep: Class 23 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844144.000000 Penalty: 33373.367188
Iteration 152Q: 16 clusters Score -9.384414e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49421 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 171831 members 
Mstep: Class 11 contains 114334 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64680 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 42150 members 
Mstep: Class 19 contains 174578 members 
Mstep: Class 20 contains 174325 members 
Mstep: Class 21 contains 31896 members 
Mstep: Class 22 contains 4768 members 
Mstep: Class 23 contains 43266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844296.000000 Penalty: 33373.367188
Iteration 153Q: 16 clusters Score -9.38443e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49430 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 171858 members 
Mstep: Class 11 contains 114173 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64704 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 42156 members 
Mstep: Class 19 contains 174555 members 
Mstep: Class 20 contains 174434 members 
Mstep: Class 21 contains 31902 members 
Mstep: Class 22 contains 4766 members 
Mstep: Class 23 contains 43273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844344.000000 Penalty: 33373.367188
Iteration 154Q: 16 clusters Score -9.384434e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49432 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 171882 members 
Mstep: Class 11 contains 114009 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 64714 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 42160 members 
Mstep: Class 19 contains 174552 members 
Mstep: Class 20 contains 174550 members 
Mstep: Class 21 contains 31903 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 43286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844264.000000 Penalty: 33373.367188
Iteration 155Q: 16 clusters Score -9.384426e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49428 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 171915 members 
Mstep: Class 11 contains 113831 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64734 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 42158 members 
Mstep: Class 19 contains 174556 members 
Mstep: Class 20 contains 174659 members 
Mstep: Class 21 contains 31914 members 
Mstep: Class 22 contains 4756 members 
Mstep: Class 23 contains 43297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844232.000000 Penalty: 33373.367188
Iteration 156Q: 16 clusters Score -9.384423e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49429 members 
Mstep: Class 7 contains 4662 members 
Mstep: Class 8 contains 171934 members 
Mstep: Class 11 contains 113661 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64754 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 42158 members 
Mstep: Class 19 contains 174557 members 
Mstep: Class 20 contains 174768 members 
Mstep: Class 21 contains 31921 members 
Mstep: Class 22 contains 4752 members 
Mstep: Class 23 contains 43311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844296.000000 Penalty: 33373.367188
Iteration 157Q: 16 clusters Score -9.38443e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49427 members 
Mstep: Class 7 contains 4662 members 
Mstep: Class 8 contains 171964 members 
Mstep: Class 11 contains 113522 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64773 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 42162 members 
Mstep: Class 19 contains 174555 members 
Mstep: Class 20 contains 174838 members 
Mstep: Class 21 contains 31933 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844440.000000 Penalty: 33373.367188
Iteration 158Q: 16 clusters Score -9.384444e+07 nChanged 427
Entering ConstructFrom: 
Score: -93844440.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -359898.750000 Penalty: 1327.747070
	Iteration 0F: 2 clusters Score -359898.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -356898.187500 Penalty: 2655.494141
	Iteration 0F: 3 clusters Score -356898.2 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -357698.562500 Penalty: 2655.494141
	Iteration 1F: 3 clusters Score -357698.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -357875.531250 Penalty: 2655.494141
	Iteration 2F: 3 clusters Score -357875.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -358070.437500 Penalty: 2655.494141
	Iteration 3F: 3 clusters Score -358070.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -358315.375000 Penalty: 2655.494141
	Iteration 4F: 3 clusters Score -358315.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -358623.218750 Penalty: 2655.494141
	Iteration 5F: 3 clusters Score -358623.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -358886.781250 Penalty: 2655.494141
	Iteration 6F: 3 clusters Score -358886.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -359086.312500 Penalty: 2655.494141
	Iteration 7F: 3 clusters Score -359086.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -359214.843750 Penalty: 2655.494141
	Iteration 8Q: 3 clusters Score -359214.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -359314.093750 Penalty: 2655.494141
	Iteration 9Q: 3 clusters Score -359314.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -359380.656250 Penalty: 2655.494141
	Iteration 10Q: 3 clusters Score -359380.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -359435.625000 Penalty: 2655.494141
	Iteration 11Q: 3 clusters Score -359435.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -359466.343750 Penalty: 2655.494141
	Iteration 12Q: 3 clusters Score -359466.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -359500.312500 Penalty: 2655.494141
	Iteration 13Q: 3 clusters Score -359500.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -359519.437500 Penalty: 2655.494141
	Iteration 14Q: 3 clusters Score -359519.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -359525.781250 Penalty: 2655.494141
	Iteration 15Q: 3 clusters Score -359525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -359529.750000 Penalty: 2655.494141
	Iteration 16Q: 3 clusters Score -359529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -359531.906250 Penalty: 2655.494141
	Iteration 17Q: 3 clusters Score -359531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -359534.468750 Penalty: 2655.494141
	Iteration 18Q: 3 clusters Score -359534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -359537.343750 Penalty: 2655.494141
	Iteration 19Q: 3 clusters Score -359537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -359537.562500 Penalty: 2655.494141
	Iteration 20F: 3 clusters Score -359537.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -359539.437500 Penalty: 2655.494141
	Iteration 21Q: 3 clusters Score -359539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -359540.187500 Penalty: 2655.494141
	Iteration 22Q: 3 clusters Score -359540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -359540.843750 Penalty: 2655.494141
	Iteration 23Q: 3 clusters Score -359540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -359541.718750 Penalty: 2655.494141
	Iteration 24Q: 3 clusters Score -359541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -359542.562500 Penalty: 2655.494141
	Iteration 25Q: 3 clusters Score -359542.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -359542.562500 Penalty: 2655.494141
	Iteration 26F: 3 clusters Score -359542.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -93252.031250 Penalty: 1118.895264
	Iteration 0F: 2 clusters Score -93252.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91954.914062 Penalty: 2237.790527
	Iteration 0F: 3 clusters Score -91954.91 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -92565.703125 Penalty: 2237.790527
	Iteration 1F: 3 clusters Score -92565.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -92826.742188 Penalty: 2237.790527
	Iteration 2F: 3 clusters Score -92826.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -92987.093750 Penalty: 2237.790527
	Iteration 3F: 3 clusters Score -92987.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93064.914062 Penalty: 2237.790527
	Iteration 4Q: 3 clusters Score -93064.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -93100.812500 Penalty: 2237.790527
	Iteration 5Q: 3 clusters Score -93100.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -93127.750000 Penalty: 2237.790527
	Iteration 6Q: 3 clusters Score -93127.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -93144.187500 Penalty: 2237.790527
	Iteration 7Q: 3 clusters Score -93144.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -93154.687500 Penalty: 2237.790527
	Iteration 8Q: 3 clusters Score -93154.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -93164.531250 Penalty: 2237.790527
	Iteration 9Q: 3 clusters Score -93164.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93169.054688 Penalty: 2237.790527
	Iteration 10Q: 3 clusters Score -93169.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -93175.546875 Penalty: 2237.790527
	Iteration 11Q: 3 clusters Score -93175.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -93180.773438 Penalty: 2237.790527
	Iteration 12Q: 3 clusters Score -93180.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -93187.820312 Penalty: 2237.790527
	Iteration 13Q: 3 clusters Score -93187.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -93193.734375 Penalty: 2237.790527
	Iteration 14Q: 3 clusters Score -93193.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93199.609375 Penalty: 2237.790527
	Iteration 15Q: 3 clusters Score -93199.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -93210.234375 Penalty: 2237.790527
	Iteration 16Q: 3 clusters Score -93210.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -93215.125000 Penalty: 2237.790527
	Iteration 17Q: 3 clusters Score -93215.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -93218.015625 Penalty: 2237.790527
	Iteration 18Q: 3 clusters Score -93218.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93220.593750 Penalty: 2237.790527
	Iteration 19Q: 3 clusters Score -93220.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93221.484375 Penalty: 2237.790527
	Iteration 20F: 3 clusters Score -93221.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -93222.132812 Penalty: 2237.790527
	Iteration 21Q: 3 clusters Score -93222.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -93222.132812 Penalty: 2237.790527
	Iteration 22F: 3 clusters Score -93222.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Entering Unmasked Estep 
Score: -5199353.000000 Penalty: 1756.367188
	Iteration 0F: 2 clusters Score -5199353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -5166200.000000 Penalty: 3512.734375
	Iteration 0F: 3 clusters Score -5166200 nChanged 23328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -5179359.000000 Penalty: 3512.734375
	Iteration 1F: 3 clusters Score -5179359 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -5179805.500000 Penalty: 3512.734375
	Iteration 2Q: 3 clusters Score -5179806 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5180358.000000 Penalty: 3512.734375
	Iteration 3Q: 3 clusters Score -5180358 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5180955.500000 Penalty: 3512.734375
	Iteration 4Q: 3 clusters Score -5180956 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -5181900.500000 Penalty: 3512.734375
	Iteration 5Q: 3 clusters Score -5181900 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -5183170.000000 Penalty: 3512.734375
	Iteration 6F: 3 clusters Score -5183170 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5185086.000000 Penalty: 3512.734375
	Iteration 7F: 3 clusters Score -5185086 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -5187628.500000 Penalty: 3512.734375
	Iteration 8F: 3 clusters Score -5187628 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -5190549.500000 Penalty: 3512.734375
	Iteration 9F: 3 clusters Score -5190550 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5193372.500000 Penalty: 3512.734375
	Iteration 10F: 3 clusters Score -5193372 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5195393.500000 Penalty: 3512.734375
	Iteration 11Q: 3 clusters Score -5195394 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5196574.000000 Penalty: 3512.734375
	Iteration 12Q: 3 clusters Score -5196574 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5197213.500000 Penalty: 3512.734375
	Iteration 13Q: 3 clusters Score -5197214 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5197548.000000 Penalty: 3512.734375
	Iteration 14Q: 3 clusters Score -5197548 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5197742.000000 Penalty: 3512.734375
	Iteration 15Q: 3 clusters Score -5197742 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5197866.500000 Penalty: 3512.734375
	Iteration 16Q: 3 clusters Score -5197866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5197941.000000 Penalty: 3512.734375
	Iteration 17Q: 3 clusters Score -5197941 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5197981.000000 Penalty: 3512.734375
	Iteration 18Q: 3 clusters Score -5197981 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5198020.500000 Penalty: 3512.734375
	Iteration 19Q: 3 clusters Score -5198020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5198059.500000 Penalty: 3512.734375
	Iteration 20F: 3 clusters Score -5198060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5198067.000000 Penalty: 3512.734375
	Iteration 21Q: 3 clusters Score -5198067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5198070.000000 Penalty: 3512.734375
	Iteration 22Q: 3 clusters Score -5198070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5198076.500000 Penalty: 3512.734375
	Iteration 23Q: 3 clusters Score -5198076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5198084.000000 Penalty: 3512.734375
	Iteration 24Q: 3 clusters Score -5198084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5198085.000000 Penalty: 3512.734375
	Iteration 25Q: 3 clusters Score -5198085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5198091.500000 Penalty: 3512.734375
	Iteration 26Q: 3 clusters Score -5198092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5198085.500000 Penalty: 3512.734375
	Iteration 27Q: 3 clusters Score -5198086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5198082.500000 Penalty: 3512.734375
	Iteration 28Q: 3 clusters Score -5198082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5198084.500000 Penalty: 3512.734375
	Iteration 29Q: 3 clusters Score -5198084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5198087.500000 Penalty: 3512.734375
	Iteration 30Q: 3 clusters Score -5198088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5198091.000000 Penalty: 3512.734375
	Iteration 31Q: 3 clusters Score -5198091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5198093.500000 Penalty: 3512.734375
	Iteration 32Q: 3 clusters Score -5198094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5198090.500000 Penalty: 3512.734375
	Iteration 33Q: 3 clusters Score -5198090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5198090.500000 Penalty: 3512.734375
	Iteration 34F: 3 clusters Score -5198090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Entering Unmasked Estep 
Score: -496536.187500 Penalty: 1372.704834
	Iteration 0F: 2 clusters Score -496536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -492743.968750 Penalty: 2745.409668
	Iteration 0F: 3 clusters Score -492744 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -493821.437500 Penalty: 2745.409668
	Iteration 1F: 3 clusters Score -493821.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -494013.406250 Penalty: 2745.409668
	Iteration 2F: 3 clusters Score -494013.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -494153.531250 Penalty: 2745.409668
	Iteration 3F: 3 clusters Score -494153.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -494283.250000 Penalty: 2745.409668
	Iteration 4Q: 3 clusters Score -494283.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -494393.937500 Penalty: 2745.409668
	Iteration 5Q: 3 clusters Score -494393.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -494512.656250 Penalty: 2745.409668
	Iteration 6Q: 3 clusters Score -494512.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -494607.093750 Penalty: 2745.409668
	Iteration 7Q: 3 clusters Score -494607.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -494681.437500 Penalty: 2745.409668
	Iteration 8Q: 3 clusters Score -494681.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -494758.031250 Penalty: 2745.409668
	Iteration 9Q: 3 clusters Score -494758 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -494819.687500 Penalty: 2745.409668
	Iteration 10Q: 3 clusters Score -494819.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -494871.531250 Penalty: 2745.409668
	Iteration 11Q: 3 clusters Score -494871.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -494917.687500 Penalty: 2745.409668
	Iteration 12Q: 3 clusters Score -494917.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -494957.312500 Penalty: 2745.409668
	Iteration 13Q: 3 clusters Score -494957.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -494994.937500 Penalty: 2745.409668
	Iteration 14Q: 3 clusters Score -494994.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -495029.625000 Penalty: 2745.409668
	Iteration 15Q: 3 clusters Score -495029.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -495061.093750 Penalty: 2745.409668
	Iteration 16Q: 3 clusters Score -495061.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -495091.312500 Penalty: 2745.409668
	Iteration 17Q: 3 clusters Score -495091.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -495113.812500 Penalty: 2745.409668
	Iteration 18Q: 3 clusters Score -495113.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -495128.062500 Penalty: 2745.409668
	Iteration 19Q: 3 clusters Score -495128.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -495142.437500 Penalty: 2745.409668
	Iteration 20F: 3 clusters Score -495142.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -495156.312500 Penalty: 2745.409668
	Iteration 21Q: 3 clusters Score -495156.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -495172.031250 Penalty: 2745.409668
	Iteration 22Q: 3 clusters Score -495172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -495187.218750 Penalty: 2745.409668
	Iteration 23Q: 3 clusters Score -495187.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -495197.250000 Penalty: 2745.409668
	Iteration 24Q: 3 clusters Score -495197.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -495206.343750 Penalty: 2745.409668
	Iteration 25Q: 3 clusters Score -495206.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -495215.781250 Penalty: 2745.409668
	Iteration 26Q: 3 clusters Score -495215.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -495221.343750 Penalty: 2745.409668
	Iteration 27Q: 3 clusters Score -495221.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -495225.406250 Penalty: 2745.409668
	Iteration 28Q: 3 clusters Score -495225.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -495229.625000 Penalty: 2745.409668
	Iteration 29Q: 3 clusters Score -495229.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -495233.562500 Penalty: 2745.409668
	Iteration 30Q: 3 clusters Score -495233.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -495235.843750 Penalty: 2745.409668
	Iteration 31Q: 3 clusters Score -495235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -495237.281250 Penalty: 2745.409668
	Iteration 32Q: 3 clusters Score -495237.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -495239.468750 Penalty: 2745.409668
	Iteration 33Q: 3 clusters Score -495239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -495240.593750 Penalty: 2745.409668
	Iteration 34Q: 3 clusters Score -495240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -495241.187500 Penalty: 2745.409668
	Iteration 35Q: 3 clusters Score -495241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -495242.437500 Penalty: 2745.409668
	Iteration 36Q: 3 clusters Score -495242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -495242.593750 Penalty: 2745.409668
	Iteration 37Q: 3 clusters Score -495242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -495243.875000 Penalty: 2745.409668
	Iteration 38Q: 3 clusters Score -495243.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -495246.187500 Penalty: 2745.409668
	Iteration 39Q: 3 clusters Score -495246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -495246.906250 Penalty: 2745.409668
	Iteration 40F: 3 clusters Score -495246.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -495249.000000 Penalty: 2745.409668
	Iteration 41Q: 3 clusters Score -495249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -495249.468750 Penalty: 2745.409668
	Iteration 42Q: 3 clusters Score -495249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -495250.687500 Penalty: 2745.409668
	Iteration 43Q: 3 clusters Score -495250.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -495251.218750 Penalty: 2745.409668
	Iteration 44Q: 3 clusters Score -495251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -495251.375000 Penalty: 2745.409668
	Iteration 45Q: 3 clusters Score -495251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -495252.937500 Penalty: 2745.409668
	Iteration 46Q: 3 clusters Score -495252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -495253.093750 Penalty: 2745.409668
	Iteration 47Q: 3 clusters Score -495253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -495254.187500 Penalty: 2745.409668
	Iteration 48Q: 3 clusters Score -495254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -495255.062500 Penalty: 2745.409668
	Iteration 49Q: 3 clusters Score -495255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -495255.125000 Penalty: 2745.409668
	Iteration 50Q: 3 clusters Score -495255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -495255.125000 Penalty: 2745.409668
	Iteration 51F: 3 clusters Score -495255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (171996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171996 members 
Entering Unmasked Estep 
Score: -18656530.000000 Penalty: 1958.974243
	Iteration 0F: 2 clusters Score -1.865653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -18542784.000000 Penalty: 3917.948486
	Iteration 0F: 3 clusters Score -1.854278e+07 nChanged 83410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -18592448.000000 Penalty: 3917.948486
	Iteration 1F: 3 clusters Score -1.859245e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -18593812.000000 Penalty: 3917.948486
	Iteration 2Q: 3 clusters Score -1.859381e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -18595998.000000 Penalty: 3917.948486
	Iteration 3Q: 3 clusters Score -1.8596e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -18599876.000000 Penalty: 3917.948486
	Iteration 4Q: 3 clusters Score -1.859988e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -18606278.000000 Penalty: 3917.948486
	Iteration 5F: 3 clusters Score -1.860628e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127103 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -18616344.000000 Penalty: 3917.948486
	Iteration 6F: 3 clusters Score -1.861634e+07 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139769 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -18628514.000000 Penalty: 3917.948486
	Iteration 7F: 3 clusters Score -1.862851e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -18638714.000000 Penalty: 3917.948486
	Iteration 8F: 3 clusters Score -1.863871e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -18645296.000000 Penalty: 3917.948486
	Iteration 9Q: 3 clusters Score -1.86453e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -18649110.000000 Penalty: 3917.948486
	Iteration 10Q: 3 clusters Score -1.864911e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -18651376.000000 Penalty: 3917.948486
	Iteration 11Q: 3 clusters Score -1.865138e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165864 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -18652872.000000 Penalty: 3917.948486
	Iteration 12Q: 3 clusters Score -1.865287e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167253 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -18653806.000000 Penalty: 3917.948486
	Iteration 13Q: 3 clusters Score -1.865381e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168276 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -18654300.000000 Penalty: 3917.948486
	Iteration 14Q: 3 clusters Score -1.86543e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169048 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -18654604.000000 Penalty: 3917.948486
	Iteration 15Q: 3 clusters Score -1.86546e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169612 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -18654924.000000 Penalty: 3917.948486
	Iteration 16Q: 3 clusters Score -1.865492e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170004 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -18655088.000000 Penalty: 3917.948486
	Iteration 17Q: 3 clusters Score -1.865509e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170287 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -18655214.000000 Penalty: 3917.948486
	Iteration 18Q: 3 clusters Score -1.865521e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170501 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -18655292.000000 Penalty: 3917.948486
	Iteration 19Q: 3 clusters Score -1.865529e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170628 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -18655298.000000 Penalty: 3917.948486
	Iteration 20F: 3 clusters Score -1.86553e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170728 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -18655316.000000 Penalty: 3917.948486
	Iteration 21Q: 3 clusters Score -1.865532e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170790 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -18655350.000000 Penalty: 3917.948486
	Iteration 22Q: 3 clusters Score -1.865535e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -18655372.000000 Penalty: 3917.948486
	Iteration 23Q: 3 clusters Score -1.865537e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170852 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18655390.000000 Penalty: 3917.948486
	Iteration 24Q: 3 clusters Score -1.865539e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170879 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -18655396.000000 Penalty: 3917.948486
	Iteration 25Q: 3 clusters Score -1.86554e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170899 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18655386.000000 Penalty: 3917.948486
	Iteration 26Q: 3 clusters Score -1.865539e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170906 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18655408.000000 Penalty: 3917.948486
	Iteration 27Q: 3 clusters Score -1.865541e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18655438.000000 Penalty: 3917.948486
	Iteration 28Q: 3 clusters Score -1.865544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -18655460.000000 Penalty: 3917.948486
	Iteration 29Q: 3 clusters Score -1.865546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170917 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18655470.000000 Penalty: 3917.948486
	Iteration 30Q: 3 clusters Score -1.865547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170918 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -18655464.000000 Penalty: 3917.948486
	Iteration 31Q: 3 clusters Score -1.865546e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170921 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -18655508.000000 Penalty: 3917.948486
	Iteration 32Q: 3 clusters Score -1.865551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -18655528.000000 Penalty: 3917.948486
	Iteration 33Q: 3 clusters Score -1.865553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170927 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -18655516.000000 Penalty: 3917.948486
	Iteration 34Q: 3 clusters Score -1.865552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170927 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -18655522.000000 Penalty: 3917.948486
	Iteration 35Q: 3 clusters Score -1.865552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170922 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -18655520.000000 Penalty: 3917.948486
	Iteration 36Q: 3 clusters Score -1.865552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18655512.000000 Penalty: 3917.948486
	Iteration 37Q: 3 clusters Score -1.865551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170922 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -18655514.000000 Penalty: 3917.948486
	Iteration 38Q: 3 clusters Score -1.865551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170923 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -18655524.000000 Penalty: 3917.948486
	Iteration 39Q: 3 clusters Score -1.865552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170922 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -18655524.000000 Penalty: 3917.948486
	Iteration 40F: 3 clusters Score -1.865552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18655530.000000 Penalty: 3917.948486
	Iteration 41Q: 3 clusters Score -1.865553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170917 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18655562.000000 Penalty: 3917.948486
	Iteration 42Q: 3 clusters Score -1.865556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18655556.000000 Penalty: 3917.948486
	Iteration 43Q: 3 clusters Score -1.865556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18655582.000000 Penalty: 3917.948486
	Iteration 44Q: 3 clusters Score -1.865558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170921 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -18655584.000000 Penalty: 3917.948486
	Iteration 45Q: 3 clusters Score -1.865558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18655584.000000 Penalty: 3917.948486
	Iteration 46Q: 3 clusters Score -1.865558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170916 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -18655586.000000 Penalty: 3917.948486
	Iteration 47Q: 3 clusters Score -1.865559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170914 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -18655578.000000 Penalty: 3917.948486
	Iteration 48Q: 3 clusters Score -1.865558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170914 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -18655570.000000 Penalty: 3917.948486
	Iteration 49Q: 3 clusters Score -1.865557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -18655564.000000 Penalty: 3917.948486
	Iteration 50Q: 3 clusters Score -1.865556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18655568.000000 Penalty: 3917.948486
	Iteration 51Q: 3 clusters Score -1.865557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170901 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18655572.000000 Penalty: 3917.948486
	Iteration 52Q: 3 clusters Score -1.865557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170898 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -18655552.000000 Penalty: 3917.948486
	Iteration 53Q: 3 clusters Score -1.865555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170893 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -18655566.000000 Penalty: 3917.948486
	Iteration 54Q: 3 clusters Score -1.865557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170893 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -18655570.000000 Penalty: 3917.948486
	Iteration 55Q: 3 clusters Score -1.865557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170887 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -18655568.000000 Penalty: 3917.948486
	Iteration 56Q: 3 clusters Score -1.865557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170876 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -18655580.000000 Penalty: 3917.948486
	Iteration 57Q: 3 clusters Score -1.865558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -18655602.000000 Penalty: 3917.948486
	Iteration 58Q: 3 clusters Score -1.86556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -18655596.000000 Penalty: 3917.948486
	Iteration 59Q: 3 clusters Score -1.86556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -18655598.000000 Penalty: 3917.948486
	Iteration 60F: 3 clusters Score -1.86556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170859 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -18655596.000000 Penalty: 3917.948486
	Iteration 61Q: 3 clusters Score -1.86556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -18655598.000000 Penalty: 3917.948486
	Iteration 62Q: 3 clusters Score -1.86556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170847 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -18655596.000000 Penalty: 3917.948486
	Iteration 63Q: 3 clusters Score -1.86556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18655612.000000 Penalty: 3917.948486
	Iteration 64Q: 3 clusters Score -1.865561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18655608.000000 Penalty: 3917.948486
	Iteration 65Q: 3 clusters Score -1.865561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18655622.000000 Penalty: 3917.948486
	Iteration 66Q: 3 clusters Score -1.865562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18655614.000000 Penalty: 3917.948486
	Iteration 67Q: 3 clusters Score -1.865561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170842 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -18655620.000000 Penalty: 3917.948486
	Iteration 68Q: 3 clusters Score -1.865562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -18655624.000000 Penalty: 3917.948486
	Iteration 69Q: 3 clusters Score -1.865562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -18655650.000000 Penalty: 3917.948486
	Iteration 70Q: 3 clusters Score -1.865565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -18655644.000000 Penalty: 3917.948486
	Iteration 71Q: 3 clusters Score -1.865564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -18655642.000000 Penalty: 3917.948486
	Iteration 72Q: 3 clusters Score -1.865564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -18655642.000000 Penalty: 3917.948486
	Iteration 73Q: 3 clusters Score -1.865564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170831 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -18655638.000000 Penalty: 3917.948486
	Iteration 74Q: 3 clusters Score -1.865564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -18655654.000000 Penalty: 3917.948486
	Iteration 75Q: 3 clusters Score -1.865565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -18655648.000000 Penalty: 3917.948486
	Iteration 76Q: 3 clusters Score -1.865565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170818 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -18655646.000000 Penalty: 3917.948486
	Iteration 77Q: 3 clusters Score -1.865565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170817 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -18655644.000000 Penalty: 3917.948486
	Iteration 78Q: 3 clusters Score -1.865564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -18655648.000000 Penalty: 3917.948486
	Iteration 79Q: 3 clusters Score -1.865565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170815 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18655652.000000 Penalty: 3917.948486
	Iteration 80F: 3 clusters Score -1.865565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170814 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18655654.000000 Penalty: 3917.948486
	Iteration 81Q: 3 clusters Score -1.865565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170814 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18655654.000000 Penalty: 3917.948486
	Iteration 82F: 3 clusters Score -1.865565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (113354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113354 members 
Entering Unmasked Estep 
Score: -12313840.000000 Penalty: 1891.219116
	Iteration 0F: 2 clusters Score -1.231384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -12237602.000000 Penalty: 3782.438232
	Iteration 0F: 3 clusters Score -1.22376e+07 nChanged 54509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -12270105.000000 Penalty: 3782.438232
	Iteration 1F: 3 clusters Score -1.22701e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -12271846.000000 Penalty: 3782.438232
	Iteration 2Q: 3 clusters Score -1.227185e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -12275512.000000 Penalty: 3782.438232
	Iteration 3F: 3 clusters Score -1.227551e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -12282533.000000 Penalty: 3782.438232
	Iteration 4F: 3 clusters Score -1.228253e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -12293357.000000 Penalty: 3782.438232
	Iteration 5F: 3 clusters Score -1.229336e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -12304101.000000 Penalty: 3782.438232
	Iteration 6F: 3 clusters Score -1.23041e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111147 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -12309942.000000 Penalty: 3782.438232
	Iteration 7Q: 3 clusters Score -1.230994e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112865 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12311596.000000 Penalty: 3782.438232
	Iteration 8Q: 3 clusters Score -1.23116e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113202 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12311975.000000 Penalty: 3782.438232
	Iteration 9Q: 3 clusters Score -1.231198e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12312104.000000 Penalty: 3782.438232
	Iteration 10Q: 3 clusters Score -1.23121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12312154.000000 Penalty: 3782.438232
	Iteration 11Q: 3 clusters Score -1.231215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12312172.000000 Penalty: 3782.438232
	Iteration 12Q: 3 clusters Score -1.231217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12312187.000000 Penalty: 3782.438232
	Iteration 13Q: 3 clusters Score -1.231219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113270 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12312192.000000 Penalty: 3782.438232
	Iteration 14Q: 3 clusters Score -1.231219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113270 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12312192.000000 Penalty: 3782.438232
	Iteration 15F: 3 clusters Score -1.231219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -91118.062500 Penalty: 1104.846558
	Iteration 0F: 2 clusters Score -91118.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89769.476562 Penalty: 2209.693115
	Iteration 0F: 3 clusters Score -89769.48 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90038.078125 Penalty: 2209.693115
	Iteration 1F: 3 clusters Score -90038.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90108.757812 Penalty: 2209.693115
	Iteration 2F: 3 clusters Score -90108.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90161.109375 Penalty: 2209.693115
	Iteration 3Q: 3 clusters Score -90161.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90203.937500 Penalty: 2209.693115
	Iteration 4Q: 3 clusters Score -90203.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90262.812500 Penalty: 2209.693115
	Iteration 5Q: 3 clusters Score -90262.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90333.585938 Penalty: 2209.693115
	Iteration 6Q: 3 clusters Score -90333.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90363.773438 Penalty: 2209.693115
	Iteration 7Q: 3 clusters Score -90363.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90384.820312 Penalty: 2209.693115
	Iteration 8Q: 3 clusters Score -90384.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90402.484375 Penalty: 2209.693115
	Iteration 9Q: 3 clusters Score -90402.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90418.117188 Penalty: 2209.693115
	Iteration 10Q: 3 clusters Score -90418.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90432.554688 Penalty: 2209.693115
	Iteration 11Q: 3 clusters Score -90432.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90436.812500 Penalty: 2209.693115
	Iteration 12Q: 3 clusters Score -90436.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90441.421875 Penalty: 2209.693115
	Iteration 13Q: 3 clusters Score -90441.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90450.687500 Penalty: 2209.693115
	Iteration 14Q: 3 clusters Score -90450.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90457.054688 Penalty: 2209.693115
	Iteration 15Q: 3 clusters Score -90457.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90462.507812 Penalty: 2209.693115
	Iteration 16Q: 3 clusters Score -90462.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90465.343750 Penalty: 2209.693115
	Iteration 17Q: 3 clusters Score -90465.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90471.468750 Penalty: 2209.693115
	Iteration 18Q: 3 clusters Score -90471.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90477.046875 Penalty: 2209.693115
	Iteration 19Q: 3 clusters Score -90477.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90485.789062 Penalty: 2209.693115
	Iteration 20F: 3 clusters Score -90485.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90492.500000 Penalty: 2209.693115
	Iteration 21Q: 3 clusters Score -90492.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -90501.375000 Penalty: 2209.693115
	Iteration 22Q: 3 clusters Score -90501.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90505.460938 Penalty: 2209.693115
	Iteration 23Q: 3 clusters Score -90505.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90511.523438 Penalty: 2209.693115
	Iteration 24Q: 3 clusters Score -90511.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90515.054688 Penalty: 2209.693115
	Iteration 25Q: 3 clusters Score -90515.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -90516.367188 Penalty: 2209.693115
	Iteration 26Q: 3 clusters Score -90516.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90522.179688 Penalty: 2209.693115
	Iteration 27Q: 3 clusters Score -90522.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90539.242188 Penalty: 2209.693115
	Iteration 28Q: 3 clusters Score -90539.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90546.578125 Penalty: 2209.693115
	Iteration 29Q: 3 clusters Score -90546.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90552.390625 Penalty: 2209.693115
	Iteration 30Q: 3 clusters Score -90552.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90560.460938 Penalty: 2209.693115
	Iteration 31Q: 3 clusters Score -90560.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90566.625000 Penalty: 2209.693115
	Iteration 32Q: 3 clusters Score -90566.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90572.031250 Penalty: 2209.693115
	Iteration 33Q: 3 clusters Score -90572.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -90578.921875 Penalty: 2209.693115
	Iteration 34Q: 3 clusters Score -90578.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -90588.960938 Penalty: 2209.693115
	Iteration 35Q: 3 clusters Score -90588.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -90592.171875 Penalty: 2209.693115
	Iteration 36Q: 3 clusters Score -90592.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90592.453125 Penalty: 2209.693115
	Iteration 37Q: 3 clusters Score -90592.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90594.500000 Penalty: 2209.693115
	Iteration 38Q: 3 clusters Score -90594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90594.500000 Penalty: 2209.693115
	Iteration 39F: 3 clusters Score -90594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Entering Unmasked Estep 
Score: -7088162.500000 Penalty: 1800.334839
	Iteration 0F: 2 clusters Score -7088162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -7044677.000000 Penalty: 3600.669678
	Iteration 0F: 3 clusters Score -7044677 nChanged 30743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -7062288.000000 Penalty: 3600.669678
	Iteration 1F: 3 clusters Score -7062288 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -7062874.500000 Penalty: 3600.669678
	Iteration 2Q: 3 clusters Score -7062874 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -7063426.000000 Penalty: 3600.669678
	Iteration 3Q: 3 clusters Score -7063426 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -7064146.500000 Penalty: 3600.669678
	Iteration 4Q: 3 clusters Score -7064146 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -7065128.500000 Penalty: 3600.669678
	Iteration 5Q: 3 clusters Score -7065128 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -7066775.500000 Penalty: 3600.669678
	Iteration 6F: 3 clusters Score -7066776 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -7069548.000000 Penalty: 3600.669678
	Iteration 7F: 3 clusters Score -7069548 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -7073849.000000 Penalty: 3600.669678
	Iteration 8F: 3 clusters Score -7073849 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -7079004.500000 Penalty: 3600.669678
	Iteration 9F: 3 clusters Score -7079004 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -7083346.500000 Penalty: 3600.669678
	Iteration 10F: 3 clusters Score -7083346 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7085542.000000 Penalty: 3600.669678
	Iteration 11Q: 3 clusters Score -7085542 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7086258.500000 Penalty: 3600.669678
	Iteration 12Q: 3 clusters Score -7086258 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7086470.000000 Penalty: 3600.669678
	Iteration 13Q: 3 clusters Score -7086470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7086535.000000 Penalty: 3600.669678
	Iteration 14Q: 3 clusters Score -7086535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7086561.500000 Penalty: 3600.669678
	Iteration 15Q: 3 clusters Score -7086562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7086573.500000 Penalty: 3600.669678
	Iteration 16Q: 3 clusters Score -7086574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7086581.000000 Penalty: 3600.669678
	Iteration 17Q: 3 clusters Score -7086581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7086590.000000 Penalty: 3600.669678
	Iteration 18Q: 3 clusters Score -7086590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7086590.000000 Penalty: 3600.669678
	Iteration 19Q: 3 clusters Score -7086590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7086594.500000 Penalty: 3600.669678
	Iteration 20F: 3 clusters Score -7086594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7086602.500000 Penalty: 3600.669678
	Iteration 21Q: 3 clusters Score -7086602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7086602.500000 Penalty: 3600.669678
	Iteration 22F: 3 clusters Score -7086602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -228755.687500 Penalty: 1248.028564
	Iteration 0F: 2 clusters Score -228755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -226522.218750 Penalty: 2496.057129
	Iteration 0F: 3 clusters Score -226522.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -226958.296875 Penalty: 2496.057129
	Iteration 1F: 3 clusters Score -226958.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -227098.828125 Penalty: 2496.057129
	Iteration 2F: 3 clusters Score -227098.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -227175.734375 Penalty: 2496.057129
	Iteration 3Q: 3 clusters Score -227175.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -227242.312500 Penalty: 2496.057129
	Iteration 4Q: 3 clusters Score -227242.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -227292.390625 Penalty: 2496.057129
	Iteration 5Q: 3 clusters Score -227292.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -227333.640625 Penalty: 2496.057129
	Iteration 6Q: 3 clusters Score -227333.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -227378.359375 Penalty: 2496.057129
	Iteration 7Q: 3 clusters Score -227378.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -227409.750000 Penalty: 2496.057129
	Iteration 8Q: 3 clusters Score -227409.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -227438.656250 Penalty: 2496.057129
	Iteration 9Q: 3 clusters Score -227438.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -227461.250000 Penalty: 2496.057129
	Iteration 10Q: 3 clusters Score -227461.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -227478.171875 Penalty: 2496.057129
	Iteration 11Q: 3 clusters Score -227478.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -227498.531250 Penalty: 2496.057129
	Iteration 12Q: 3 clusters Score -227498.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -227522.046875 Penalty: 2496.057129
	Iteration 13Q: 3 clusters Score -227522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -227551.593750 Penalty: 2496.057129
	Iteration 14Q: 3 clusters Score -227551.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -227577.312500 Penalty: 2496.057129
	Iteration 15Q: 3 clusters Score -227577.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -227605.890625 Penalty: 2496.057129
	Iteration 16Q: 3 clusters Score -227605.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -227625.453125 Penalty: 2496.057129
	Iteration 17Q: 3 clusters Score -227625.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -227640.046875 Penalty: 2496.057129
	Iteration 18Q: 3 clusters Score -227640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -227654.203125 Penalty: 2496.057129
	Iteration 19Q: 3 clusters Score -227654.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -227673.906250 Penalty: 2496.057129
	Iteration 20F: 3 clusters Score -227673.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -227699.171875 Penalty: 2496.057129
	Iteration 21Q: 3 clusters Score -227699.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -227722.078125 Penalty: 2496.057129
	Iteration 22Q: 3 clusters Score -227722.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -227760.140625 Penalty: 2496.057129
	Iteration 23Q: 3 clusters Score -227760.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227815.781250 Penalty: 2496.057129
	Iteration 24Q: 3 clusters Score -227815.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227878.781250 Penalty: 2496.057129
	Iteration 25Q: 3 clusters Score -227878.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227923.843750 Penalty: 2496.057129
	Iteration 26Q: 3 clusters Score -227923.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -227945.500000 Penalty: 2496.057129
	Iteration 27Q: 3 clusters Score -227945.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227960.343750 Penalty: 2496.057129
	Iteration 28Q: 3 clusters Score -227960.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -227970.546875 Penalty: 2496.057129
	Iteration 29Q: 3 clusters Score -227970.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -227979.343750 Penalty: 2496.057129
	Iteration 30Q: 3 clusters Score -227979.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227987.593750 Penalty: 2496.057129
	Iteration 31Q: 3 clusters Score -227987.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -227993.000000 Penalty: 2496.057129
	Iteration 32Q: 3 clusters Score -227993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -227996.750000 Penalty: 2496.057129
	Iteration 33Q: 3 clusters Score -227996.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228003.156250 Penalty: 2496.057129
	Iteration 34Q: 3 clusters Score -228003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -228008.328125 Penalty: 2496.057129
	Iteration 35Q: 3 clusters Score -228008.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228012.312500 Penalty: 2496.057129
	Iteration 36Q: 3 clusters Score -228012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -228016.500000 Penalty: 2496.057129
	Iteration 37Q: 3 clusters Score -228016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -228023.046875 Penalty: 2496.057129
	Iteration 38Q: 3 clusters Score -228023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -228031.765625 Penalty: 2496.057129
	Iteration 39Q: 3 clusters Score -228031.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -228038.937500 Penalty: 2496.057129
	Iteration 40F: 3 clusters Score -228038.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -228043.250000 Penalty: 2496.057129
	Iteration 41Q: 3 clusters Score -228043.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -228048.953125 Penalty: 2496.057129
	Iteration 42Q: 3 clusters Score -228049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -228050.984375 Penalty: 2496.057129
	Iteration 43Q: 3 clusters Score -228051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -228052.156250 Penalty: 2496.057129
	Iteration 44Q: 3 clusters Score -228052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -228052.578125 Penalty: 2496.057129
	Iteration 45Q: 3 clusters Score -228052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -228053.312500 Penalty: 2496.057129
	Iteration 46Q: 3 clusters Score -228053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -228054.140625 Penalty: 2496.057129
	Iteration 47Q: 3 clusters Score -228054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -228055.156250 Penalty: 2496.057129
	Iteration 48Q: 3 clusters Score -228055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -228055.015625 Penalty: 2496.057129
	Iteration 49Q: 3 clusters Score -228055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -228056.281250 Penalty: 2496.057129
	Iteration 50Q: 3 clusters Score -228056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -228058.000000 Penalty: 2496.057129
	Iteration 51Q: 3 clusters Score -228058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -228059.734375 Penalty: 2496.057129
	Iteration 52Q: 3 clusters Score -228059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -228062.484375 Penalty: 2496.057129
	Iteration 53Q: 3 clusters Score -228062.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -228064.578125 Penalty: 2496.057129
	Iteration 54Q: 3 clusters Score -228064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -228066.203125 Penalty: 2496.057129
	Iteration 55Q: 3 clusters Score -228066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -228067.187500 Penalty: 2496.057129
	Iteration 56Q: 3 clusters Score -228067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -228070.156250 Penalty: 2496.057129
	Iteration 57Q: 3 clusters Score -228070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -228073.140625 Penalty: 2496.057129
	Iteration 58Q: 3 clusters Score -228073.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -228076.093750 Penalty: 2496.057129
	Iteration 59Q: 3 clusters Score -228076.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228080.828125 Penalty: 2496.057129
	Iteration 60F: 3 clusters Score -228080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -228084.906250 Penalty: 2496.057129
	Iteration 61Q: 3 clusters Score -228084.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -228090.765625 Penalty: 2496.057129
	Iteration 62Q: 3 clusters Score -228090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -228095.875000 Penalty: 2496.057129
	Iteration 63Q: 3 clusters Score -228095.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -228101.843750 Penalty: 2496.057129
	Iteration 64Q: 3 clusters Score -228101.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -228109.312500 Penalty: 2496.057129
	Iteration 65Q: 3 clusters Score -228109.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -228118.281250 Penalty: 2496.057129
	Iteration 66Q: 3 clusters Score -228118.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -228126.515625 Penalty: 2496.057129
	Iteration 67Q: 3 clusters Score -228126.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -228136.140625 Penalty: 2496.057129
	Iteration 68Q: 3 clusters Score -228136.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -228148.109375 Penalty: 2496.057129
	Iteration 69Q: 3 clusters Score -228148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -228159.921875 Penalty: 2496.057129
	Iteration 70Q: 3 clusters Score -228159.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -228170.109375 Penalty: 2496.057129
	Iteration 71Q: 3 clusters Score -228170.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -228184.718750 Penalty: 2496.057129
	Iteration 72Q: 3 clusters Score -228184.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -228207.359375 Penalty: 2496.057129
	Iteration 73Q: 3 clusters Score -228207.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -228224.796875 Penalty: 2496.057129
	Iteration 74Q: 3 clusters Score -228224.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -228241.281250 Penalty: 2496.057129
	Iteration 75Q: 3 clusters Score -228241.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -228257.078125 Penalty: 2496.057129
	Iteration 76Q: 3 clusters Score -228257.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -228276.156250 Penalty: 2496.057129
	Iteration 77Q: 3 clusters Score -228276.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -228298.546875 Penalty: 2496.057129
	Iteration 78Q: 3 clusters Score -228298.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -228320.984375 Penalty: 2496.057129
	Iteration 79Q: 3 clusters Score -228321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -228335.531250 Penalty: 2496.057129
	Iteration 80F: 3 clusters Score -228335.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -228352.218750 Penalty: 2496.057129
	Iteration 81Q: 3 clusters Score -228352.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -228370.640625 Penalty: 2496.057129
	Iteration 82Q: 3 clusters Score -228370.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -228382.625000 Penalty: 2496.057129
	Iteration 83Q: 3 clusters Score -228382.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -228395.546875 Penalty: 2496.057129
	Iteration 84Q: 3 clusters Score -228395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -228400.328125 Penalty: 2496.057129
	Iteration 85Q: 3 clusters Score -228400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -228404.703125 Penalty: 2496.057129
	Iteration 86Q: 3 clusters Score -228404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -228406.203125 Penalty: 2496.057129
	Iteration 87Q: 3 clusters Score -228406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -228407.078125 Penalty: 2496.057129
	Iteration 88Q: 3 clusters Score -228407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -228407.078125 Penalty: 2496.057129
	Iteration 89F: 3 clusters Score -228407.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Entering Unmasked Estep 
Score: -4493919.000000 Penalty: 1730.491699
	Iteration 0F: 2 clusters Score -4493919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4465820.500000 Penalty: 3460.983398
	Iteration 0F: 3 clusters Score -4465820 nChanged 19493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -4476614.500000 Penalty: 3460.983398
	Iteration 1F: 3 clusters Score -4476614 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4477089.500000 Penalty: 3460.983398
	Iteration 2Q: 3 clusters Score -4477090 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -4477569.500000 Penalty: 3460.983398
	Iteration 3Q: 3 clusters Score -4477570 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4478009.500000 Penalty: 3460.983398
	Iteration 4Q: 3 clusters Score -4478010 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -4478576.500000 Penalty: 3460.983398
	Iteration 5Q: 3 clusters Score -4478576 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4479385.500000 Penalty: 3460.983398
	Iteration 6Q: 3 clusters Score -4479386 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -4480546.000000 Penalty: 3460.983398
	Iteration 7F: 3 clusters Score -4480546 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4482135.000000 Penalty: 3460.983398
	Iteration 8F: 3 clusters Score -4482135 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4484159.000000 Penalty: 3460.983398
	Iteration 9F: 3 clusters Score -4484159 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4486139.000000 Penalty: 3460.983398
	Iteration 10F: 3 clusters Score -4486139 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -4487909.000000 Penalty: 3460.983398
	Iteration 11F: 3 clusters Score -4487909 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4489359.500000 Penalty: 3460.983398
	Iteration 12Q: 3 clusters Score -4489360 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4490636.000000 Penalty: 3460.983398
	Iteration 13Q: 3 clusters Score -4490636 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4491608.000000 Penalty: 3460.983398
	Iteration 14Q: 3 clusters Score -4491608 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4492200.000000 Penalty: 3460.983398
	Iteration 15Q: 3 clusters Score -4492200 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4492509.500000 Penalty: 3460.983398
	Iteration 16Q: 3 clusters Score -4492510 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4492670.000000 Penalty: 3460.983398
	Iteration 17Q: 3 clusters Score -4492670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4492756.500000 Penalty: 3460.983398
	Iteration 18Q: 3 clusters Score -4492756 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4492806.500000 Penalty: 3460.983398
	Iteration 19Q: 3 clusters Score -4492806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4492850.500000 Penalty: 3460.983398
	Iteration 20F: 3 clusters Score -4492850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4492883.000000 Penalty: 3460.983398
	Iteration 21Q: 3 clusters Score -4492883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4492900.000000 Penalty: 3460.983398
	Iteration 22Q: 3 clusters Score -4492900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4492910.000000 Penalty: 3460.983398
	Iteration 23Q: 3 clusters Score -4492910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4492905.500000 Penalty: 3460.983398
	Iteration 24Q: 3 clusters Score -4492906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4492920.000000 Penalty: 3460.983398
	Iteration 25Q: 3 clusters Score -4492920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4492911.000000 Penalty: 3460.983398
	Iteration 26Q: 3 clusters Score -4492911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4492914.500000 Penalty: 3460.983398
	Iteration 27Q: 3 clusters Score -4492914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4492912.000000 Penalty: 3460.983398
	Iteration 28Q: 3 clusters Score -4492912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4492911.000000 Penalty: 3460.983398
	Iteration 29Q: 3 clusters Score -4492911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4492917.000000 Penalty: 3460.983398
	Iteration 30Q: 3 clusters Score -4492917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4492914.500000 Penalty: 3460.983398
	Iteration 31Q: 3 clusters Score -4492914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4492918.000000 Penalty: 3460.983398
	Iteration 32Q: 3 clusters Score -4492918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4492919.000000 Penalty: 3460.983398
	Iteration 33Q: 3 clusters Score -4492919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4492918.500000 Penalty: 3460.983398
	Iteration 34Q: 3 clusters Score -4492918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4492919.500000 Penalty: 3460.983398
	Iteration 35Q: 3 clusters Score -4492920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4492923.500000 Penalty: 3460.983398
	Iteration 36Q: 3 clusters Score -4492924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4492926.500000 Penalty: 3460.983398
	Iteration 37Q: 3 clusters Score -4492926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4492931.500000 Penalty: 3460.983398
	Iteration 38Q: 3 clusters Score -4492932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4492938.000000 Penalty: 3460.983398
	Iteration 39Q: 3 clusters Score -4492938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4492944.000000 Penalty: 3460.983398
	Iteration 40F: 3 clusters Score -4492944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4492944.500000 Penalty: 3460.983398
	Iteration 41Q: 3 clusters Score -4492944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4492945.500000 Penalty: 3460.983398
	Iteration 42Q: 3 clusters Score -4492946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4492952.000000 Penalty: 3460.983398
	Iteration 43Q: 3 clusters Score -4492952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4492953.000000 Penalty: 3460.983398
	Iteration 44Q: 3 clusters Score -4492953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4492956.000000 Penalty: 3460.983398
	Iteration 45Q: 3 clusters Score -4492956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4492956.000000 Penalty: 3460.983398
	Iteration 46Q: 3 clusters Score -4492956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4492957.000000 Penalty: 3460.983398
	Iteration 47Q: 3 clusters Score -4492957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4492957.000000 Penalty: 3460.983398
	Iteration 48F: 3 clusters Score -4492957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (174562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174562 members 
Entering Unmasked Estep 
Score: -18935204.000000 Penalty: 1961.380737
	Iteration 0F: 2 clusters Score -1.89352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 87081 members 
Entering Unmasked Estep 
Score: -18820710.000000 Penalty: 3922.761475
	Iteration 0F: 3 clusters Score -1.882071e+07 nChanged 84433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91254 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -18870882.000000 Penalty: 3922.761475
	Iteration 1F: 3 clusters Score -1.887088e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -18872438.000000 Penalty: 3922.761475
	Iteration 2Q: 3 clusters Score -1.887244e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -18874600.000000 Penalty: 3922.761475
	Iteration 3Q: 3 clusters Score -1.88746e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -18877904.000000 Penalty: 3922.761475
	Iteration 4Q: 3 clusters Score -1.88779e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -18882614.000000 Penalty: 3922.761475
	Iteration 5Q: 3 clusters Score -1.888261e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113828 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -18888634.000000 Penalty: 3922.761475
	Iteration 6F: 3 clusters Score -1.888863e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122602 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -18895974.000000 Penalty: 3922.761475
	Iteration 7F: 3 clusters Score -1.889597e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132255 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -18904312.000000 Penalty: 3922.761475
	Iteration 8F: 3 clusters Score -1.890431e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -18912248.000000 Penalty: 3922.761475
	Iteration 9F: 3 clusters Score -1.891225e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -18918846.000000 Penalty: 3922.761475
	Iteration 10Q: 3 clusters Score -1.891885e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -18923432.000000 Penalty: 3922.761475
	Iteration 11Q: 3 clusters Score -1.892343e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161012 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -18926524.000000 Penalty: 3922.761475
	Iteration 12Q: 3 clusters Score -1.892652e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -18928992.000000 Penalty: 3922.761475
	Iteration 13Q: 3 clusters Score -1.892899e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167342 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -18930510.000000 Penalty: 3922.761475
	Iteration 14Q: 3 clusters Score -1.893051e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169267 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -18931460.000000 Penalty: 3922.761475
	Iteration 15Q: 3 clusters Score -1.893146e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170636 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -18932098.000000 Penalty: 3922.761475
	Iteration 16Q: 3 clusters Score -1.89321e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171626 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -18932590.000000 Penalty: 3922.761475
	Iteration 17Q: 3 clusters Score -1.893259e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172318 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -18932816.000000 Penalty: 3922.761475
	Iteration 18Q: 3 clusters Score -1.893282e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172747 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -18932988.000000 Penalty: 3922.761475
	Iteration 19Q: 3 clusters Score -1.893299e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173020 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -18933074.000000 Penalty: 3922.761475
	Iteration 20F: 3 clusters Score -1.893307e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173233 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -18933146.000000 Penalty: 3922.761475
	Iteration 21Q: 3 clusters Score -1.893315e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -18933218.000000 Penalty: 3922.761475
	Iteration 22Q: 3 clusters Score -1.893322e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173501 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -18933322.000000 Penalty: 3922.761475
	Iteration 23Q: 3 clusters Score -1.893332e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173586 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18933370.000000 Penalty: 3922.761475
	Iteration 24Q: 3 clusters Score -1.893337e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173652 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18933400.000000 Penalty: 3922.761475
	Iteration 25Q: 3 clusters Score -1.89334e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173716 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -18933436.000000 Penalty: 3922.761475
	Iteration 26Q: 3 clusters Score -1.893344e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173757 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -18933462.000000 Penalty: 3922.761475
	Iteration 27Q: 3 clusters Score -1.893346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173783 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -18933452.000000 Penalty: 3922.761475
	Iteration 28Q: 3 clusters Score -1.893345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173810 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -18933450.000000 Penalty: 3922.761475
	Iteration 29Q: 3 clusters Score -1.893345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173833 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -18933472.000000 Penalty: 3922.761475
	Iteration 30Q: 3 clusters Score -1.893347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173851 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -18933484.000000 Penalty: 3922.761475
	Iteration 31Q: 3 clusters Score -1.893348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173863 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -18933486.000000 Penalty: 3922.761475
	Iteration 32Q: 3 clusters Score -1.893349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173881 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18933516.000000 Penalty: 3922.761475
	Iteration 33Q: 3 clusters Score -1.893352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173900 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18933538.000000 Penalty: 3922.761475
	Iteration 34Q: 3 clusters Score -1.893354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18933548.000000 Penalty: 3922.761475
	Iteration 35Q: 3 clusters Score -1.893355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173921 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -18933560.000000 Penalty: 3922.761475
	Iteration 36Q: 3 clusters Score -1.893356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173926 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18933574.000000 Penalty: 3922.761475
	Iteration 37Q: 3 clusters Score -1.893357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173927 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -18933574.000000 Penalty: 3922.761475
	Iteration 38Q: 3 clusters Score -1.893357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173928 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18933582.000000 Penalty: 3922.761475
	Iteration 39Q: 3 clusters Score -1.893358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173928 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18933584.000000 Penalty: 3922.761475
	Iteration 40F: 3 clusters Score -1.893358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -18933598.000000 Penalty: 3922.761475
	Iteration 41Q: 3 clusters Score -1.89336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173934 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -18933582.000000 Penalty: 3922.761475
	Iteration 42Q: 3 clusters Score -1.893358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -18933586.000000 Penalty: 3922.761475
	Iteration 43Q: 3 clusters Score -1.893359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173935 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -18933590.000000 Penalty: 3922.761475
	Iteration 44Q: 3 clusters Score -1.893359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173939 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18933580.000000 Penalty: 3922.761475
	Iteration 45Q: 3 clusters Score -1.893358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173941 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -18933598.000000 Penalty: 3922.761475
	Iteration 46Q: 3 clusters Score -1.89336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173945 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -18933596.000000 Penalty: 3922.761475
	Iteration 47Q: 3 clusters Score -1.89336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173948 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18933604.000000 Penalty: 3922.761475
	Iteration 48Q: 3 clusters Score -1.89336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173951 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -18933598.000000 Penalty: 3922.761475
	Iteration 49Q: 3 clusters Score -1.89336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173956 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18933602.000000 Penalty: 3922.761475
	Iteration 50Q: 3 clusters Score -1.89336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173960 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -18933598.000000 Penalty: 3922.761475
	Iteration 51Q: 3 clusters Score -1.89336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173961 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -18933602.000000 Penalty: 3922.761475
	Iteration 52Q: 3 clusters Score -1.89336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173962 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18933604.000000 Penalty: 3922.761475
	Iteration 53Q: 3 clusters Score -1.89336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173962 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18933604.000000 Penalty: 3922.761475
	Iteration 54F: 3 clusters Score -1.89336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (174912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Entering Unmasked Estep 
Score: -18947240.000000 Penalty: 1961.706299
	Iteration 0F: 2 clusters Score -1.894724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -18831324.000000 Penalty: 3923.412598
	Iteration 0F: 3 clusters Score -1.883132e+07 nChanged 84630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 89216 members 
Entering Unmasked Estep 
Score: -18881244.000000 Penalty: 3923.412598
	Iteration 1F: 3 clusters Score -1.888124e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84901 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -18882134.000000 Penalty: 3923.412598
	Iteration 2Q: 3 clusters Score -1.888213e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -18883188.000000 Penalty: 3923.412598
	Iteration 3Q: 3 clusters Score -1.888319e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -18884872.000000 Penalty: 3923.412598
	Iteration 4Q: 3 clusters Score -1.888487e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -18887474.000000 Penalty: 3923.412598
	Iteration 5Q: 3 clusters Score -1.888747e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -18891552.000000 Penalty: 3923.412598
	Iteration 6F: 3 clusters Score -1.889155e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 109754 members 
Entering Unmasked Estep 
Score: -18898996.000000 Penalty: 3923.412598
	Iteration 7F: 3 clusters Score -1.8899e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -18910708.000000 Penalty: 3923.412598
	Iteration 8F: 3 clusters Score -1.891071e+07 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 125373 members 
Entering Unmasked Estep 
Score: -18922976.000000 Penalty: 3923.412598
	Iteration 9F: 3 clusters Score -1.892298e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 128600 members 
Entering Unmasked Estep 
Score: -18929094.000000 Penalty: 3923.412598
	Iteration 10F: 3 clusters Score -1.892909e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 130043 members 
Entering Unmasked Estep 
Score: -18930722.000000 Penalty: 3923.412598
	Iteration 11Q: 3 clusters Score -1.893072e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -18931332.000000 Penalty: 3923.412598
	Iteration 12Q: 3 clusters Score -1.893133e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 131798 members 
Entering Unmasked Estep 
Score: -18931702.000000 Penalty: 3923.412598
	Iteration 13Q: 3 clusters Score -1.89317e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 132518 members 
Entering Unmasked Estep 
Score: -18932152.000000 Penalty: 3923.412598
	Iteration 14Q: 3 clusters Score -1.893215e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 133217 members 
Entering Unmasked Estep 
Score: -18932592.000000 Penalty: 3923.412598
	Iteration 15Q: 3 clusters Score -1.893259e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -18932858.000000 Penalty: 3923.412598
	Iteration 16Q: 3 clusters Score -1.893286e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -18933096.000000 Penalty: 3923.412598
	Iteration 17Q: 3 clusters Score -1.89331e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 135075 members 
Entering Unmasked Estep 
Score: -18933316.000000 Penalty: 3923.412598
	Iteration 18Q: 3 clusters Score -1.893332e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -18933542.000000 Penalty: 3923.412598
	Iteration 19Q: 3 clusters Score -1.893354e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 136285 members 
Entering Unmasked Estep 
Score: -18933750.000000 Penalty: 3923.412598
	Iteration 20F: 3 clusters Score -1.893375e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 136866 members 
Entering Unmasked Estep 
Score: -18933920.000000 Penalty: 3923.412598
	Iteration 21Q: 3 clusters Score -1.893392e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 137457 members 
Entering Unmasked Estep 
Score: -18934080.000000 Penalty: 3923.412598
	Iteration 22Q: 3 clusters Score -1.893408e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 138017 members 
Entering Unmasked Estep 
Score: -18934252.000000 Penalty: 3923.412598
	Iteration 23Q: 3 clusters Score -1.893425e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 138571 members 
Entering Unmasked Estep 
Score: -18934442.000000 Penalty: 3923.412598
	Iteration 24Q: 3 clusters Score -1.893444e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 139156 members 
Entering Unmasked Estep 
Score: -18934588.000000 Penalty: 3923.412598
	Iteration 25Q: 3 clusters Score -1.893459e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 139748 members 
Entering Unmasked Estep 
Score: -18934722.000000 Penalty: 3923.412598
	Iteration 26Q: 3 clusters Score -1.893472e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 140362 members 
Entering Unmasked Estep 
Score: -18934942.000000 Penalty: 3923.412598
	Iteration 27Q: 3 clusters Score -1.893494e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -18935048.000000 Penalty: 3923.412598
	Iteration 28Q: 3 clusters Score -1.893505e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 141634 members 
Entering Unmasked Estep 
Score: -18935142.000000 Penalty: 3923.412598
	Iteration 29Q: 3 clusters Score -1.893514e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 142342 members 
Entering Unmasked Estep 
Score: -18935326.000000 Penalty: 3923.412598
	Iteration 30Q: 3 clusters Score -1.893533e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -18935446.000000 Penalty: 3923.412598
	Iteration 31Q: 3 clusters Score -1.893545e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 143871 members 
Entering Unmasked Estep 
Score: -18935720.000000 Penalty: 3923.412598
	Iteration 32Q: 3 clusters Score -1.893572e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 144636 members 
Entering Unmasked Estep 
Score: -18935846.000000 Penalty: 3923.412598
	Iteration 33Q: 3 clusters Score -1.893585e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 145416 members 
Entering Unmasked Estep 
Score: -18936060.000000 Penalty: 3923.412598
	Iteration 34Q: 3 clusters Score -1.893606e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 146226 members 
Entering Unmasked Estep 
Score: -18936326.000000 Penalty: 3923.412598
	Iteration 35Q: 3 clusters Score -1.893633e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 146981 members 
Entering Unmasked Estep 
Score: -18936508.000000 Penalty: 3923.412598
	Iteration 36Q: 3 clusters Score -1.893651e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 147709 members 
Entering Unmasked Estep 
Score: -18936710.000000 Penalty: 3923.412598
	Iteration 37Q: 3 clusters Score -1.893671e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 148462 members 
Entering Unmasked Estep 
Score: -18936944.000000 Penalty: 3923.412598
	Iteration 38Q: 3 clusters Score -1.893694e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -18937162.000000 Penalty: 3923.412598
	Iteration 39Q: 3 clusters Score -1.893716e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 150063 members 
Entering Unmasked Estep 
Score: -18937338.000000 Penalty: 3923.412598
	Iteration 40F: 3 clusters Score -1.893734e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 150852 members 
Entering Unmasked Estep 
Score: -18937528.000000 Penalty: 3923.412598
	Iteration 41Q: 3 clusters Score -1.893753e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 151647 members 
Entering Unmasked Estep 
Score: -18937654.000000 Penalty: 3923.412598
	Iteration 42Q: 3 clusters Score -1.893765e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 152431 members 
Entering Unmasked Estep 
Score: -18937906.000000 Penalty: 3923.412598
	Iteration 43Q: 3 clusters Score -1.893791e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 153209 members 
Entering Unmasked Estep 
Score: -18938078.000000 Penalty: 3923.412598
	Iteration 44Q: 3 clusters Score -1.893808e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 154004 members 
Entering Unmasked Estep 
Score: -18938310.000000 Penalty: 3923.412598
	Iteration 45Q: 3 clusters Score -1.893831e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 154849 members 
Entering Unmasked Estep 
Score: -18938576.000000 Penalty: 3923.412598
	Iteration 46Q: 3 clusters Score -1.893858e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 155671 members 
Entering Unmasked Estep 
Score: -18938760.000000 Penalty: 3923.412598
	Iteration 47Q: 3 clusters Score -1.893876e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -18938998.000000 Penalty: 3923.412598
	Iteration 48Q: 3 clusters Score -1.8939e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 157312 members 
Entering Unmasked Estep 
Score: -18939232.000000 Penalty: 3923.412598
	Iteration 49Q: 3 clusters Score -1.893923e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -18939472.000000 Penalty: 3923.412598
	Iteration 50Q: 3 clusters Score -1.893947e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 158879 members 
Entering Unmasked Estep 
Score: -18939678.000000 Penalty: 3923.412598
	Iteration 51Q: 3 clusters Score -1.893968e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -18939876.000000 Penalty: 3923.412598
	Iteration 52Q: 3 clusters Score -1.893988e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -18940164.000000 Penalty: 3923.412598
	Iteration 53Q: 3 clusters Score -1.894016e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 161202 members 
Entering Unmasked Estep 
Score: -18940430.000000 Penalty: 3923.412598
	Iteration 54Q: 3 clusters Score -1.894043e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -18940624.000000 Penalty: 3923.412598
	Iteration 55Q: 3 clusters Score -1.894062e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 162692 members 
Entering Unmasked Estep 
Score: -18940828.000000 Penalty: 3923.412598
	Iteration 56Q: 3 clusters Score -1.894083e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 163353 members 
Entering Unmasked Estep 
Score: -18941138.000000 Penalty: 3923.412598
	Iteration 57Q: 3 clusters Score -1.894114e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 163967 members 
Entering Unmasked Estep 
Score: -18941496.000000 Penalty: 3923.412598
	Iteration 58Q: 3 clusters Score -1.89415e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 164600 members 
Entering Unmasked Estep 
Score: -18941798.000000 Penalty: 3923.412598
	Iteration 59Q: 3 clusters Score -1.89418e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 165193 members 
Entering Unmasked Estep 
Score: -18942170.000000 Penalty: 3923.412598
	Iteration 60F: 3 clusters Score -1.894217e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 165776 members 
Entering Unmasked Estep 
Score: -18942396.000000 Penalty: 3923.412598
	Iteration 61Q: 3 clusters Score -1.89424e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 166339 members 
Entering Unmasked Estep 
Score: -18942566.000000 Penalty: 3923.412598
	Iteration 62Q: 3 clusters Score -1.894257e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 166895 members 
Entering Unmasked Estep 
Score: -18942812.000000 Penalty: 3923.412598
	Iteration 63Q: 3 clusters Score -1.894281e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 167416 members 
Entering Unmasked Estep 
Score: -18943050.000000 Penalty: 3923.412598
	Iteration 64Q: 3 clusters Score -1.894305e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -18943278.000000 Penalty: 3923.412598
	Iteration 65Q: 3 clusters Score -1.894328e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -18943566.000000 Penalty: 3923.412598
	Iteration 66Q: 3 clusters Score -1.894357e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 168887 members 
Entering Unmasked Estep 
Score: -18943810.000000 Penalty: 3923.412598
	Iteration 67Q: 3 clusters Score -1.894381e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 169362 members 
Entering Unmasked Estep 
Score: -18943944.000000 Penalty: 3923.412598
	Iteration 68Q: 3 clusters Score -1.894394e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 169808 members 
Entering Unmasked Estep 
Score: -18944178.000000 Penalty: 3923.412598
	Iteration 69Q: 3 clusters Score -1.894418e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -18944414.000000 Penalty: 3923.412598
	Iteration 70Q: 3 clusters Score -1.894441e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 170680 members 
Entering Unmasked Estep 
Score: -18944598.000000 Penalty: 3923.412598
	Iteration 71Q: 3 clusters Score -1.89446e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 171044 members 
Entering Unmasked Estep 
Score: -18944766.000000 Penalty: 3923.412598
	Iteration 72Q: 3 clusters Score -1.894477e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 171343 members 
Entering Unmasked Estep 
Score: -18944870.000000 Penalty: 3923.412598
	Iteration 73Q: 3 clusters Score -1.894487e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 171611 members 
Entering Unmasked Estep 
Score: -18944972.000000 Penalty: 3923.412598
	Iteration 74Q: 3 clusters Score -1.894497e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 171845 members 
Entering Unmasked Estep 
Score: -18945028.000000 Penalty: 3923.412598
	Iteration 75Q: 3 clusters Score -1.894503e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 172055 members 
Entering Unmasked Estep 
Score: -18945102.000000 Penalty: 3923.412598
	Iteration 76Q: 3 clusters Score -1.89451e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 172230 members 
Entering Unmasked Estep 
Score: -18945186.000000 Penalty: 3923.412598
	Iteration 77Q: 3 clusters Score -1.894519e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -18945188.000000 Penalty: 3923.412598
	Iteration 78Q: 3 clusters Score -1.894519e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 172517 members 
Entering Unmasked Estep 
Score: -18945248.000000 Penalty: 3923.412598
	Iteration 79Q: 3 clusters Score -1.894525e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 172672 members 
Entering Unmasked Estep 
Score: -18945298.000000 Penalty: 3923.412598
	Iteration 80F: 3 clusters Score -1.89453e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 172817 members 
Entering Unmasked Estep 
Score: -18945344.000000 Penalty: 3923.412598
	Iteration 81Q: 3 clusters Score -1.894534e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 172934 members 
Entering Unmasked Estep 
Score: -18945400.000000 Penalty: 3923.412598
	Iteration 82Q: 3 clusters Score -1.89454e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 173042 members 
Entering Unmasked Estep 
Score: -18945436.000000 Penalty: 3923.412598
	Iteration 83Q: 3 clusters Score -1.894544e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 173151 members 
Entering Unmasked Estep 
Score: -18945518.000000 Penalty: 3923.412598
	Iteration 84Q: 3 clusters Score -1.894552e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 173251 members 
Entering Unmasked Estep 
Score: -18945532.000000 Penalty: 3923.412598
	Iteration 85Q: 3 clusters Score -1.894553e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 173343 members 
Entering Unmasked Estep 
Score: -18945536.000000 Penalty: 3923.412598
	Iteration 86Q: 3 clusters Score -1.894554e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 173419 members 
Entering Unmasked Estep 
Score: -18945594.000000 Penalty: 3923.412598
	Iteration 87Q: 3 clusters Score -1.894559e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 173488 members 
Entering Unmasked Estep 
Score: -18945638.000000 Penalty: 3923.412598
	Iteration 88Q: 3 clusters Score -1.894564e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -18945686.000000 Penalty: 3923.412598
	Iteration 89Q: 3 clusters Score -1.894569e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 173612 members 
Entering Unmasked Estep 
Score: -18945704.000000 Penalty: 3923.412598
	Iteration 90Q: 3 clusters Score -1.89457e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 173660 members 
Entering Unmasked Estep 
Score: -18945740.000000 Penalty: 3923.412598
	Iteration 91Q: 3 clusters Score -1.894574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 173698 members 
Entering Unmasked Estep 
Score: -18945768.000000 Penalty: 3923.412598
	Iteration 92Q: 3 clusters Score -1.894577e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -18945806.000000 Penalty: 3923.412598
	Iteration 93Q: 3 clusters Score -1.894581e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 173772 members 
Entering Unmasked Estep 
Score: -18945826.000000 Penalty: 3923.412598
	Iteration 94Q: 3 clusters Score -1.894583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 173798 members 
Entering Unmasked Estep 
Score: -18945820.000000 Penalty: 3923.412598
	Iteration 95Q: 3 clusters Score -1.894582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 173815 members 
Entering Unmasked Estep 
Score: -18945798.000000 Penalty: 3923.412598
	Iteration 96Q: 3 clusters Score -1.89458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 173836 members 
Entering Unmasked Estep 
Score: -18945812.000000 Penalty: 3923.412598
	Iteration 97Q: 3 clusters Score -1.894581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 173849 members 
Entering Unmasked Estep 
Score: -18945808.000000 Penalty: 3923.412598
	Iteration 98Q: 3 clusters Score -1.894581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 173861 members 
Entering Unmasked Estep 
Score: -18945806.000000 Penalty: 3923.412598
	Iteration 99Q: 3 clusters Score -1.894581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -18945808.000000 Penalty: 3923.412598
	Iteration 100F: 3 clusters Score -1.894581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 173886 members 
Entering Unmasked Estep 
Score: -18945818.000000 Penalty: 3923.412598
	Iteration 101Q: 3 clusters Score -1.894582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 173893 members 
Entering Unmasked Estep 
Score: -18945812.000000 Penalty: 3923.412598
	Iteration 102Q: 3 clusters Score -1.894581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 173898 members 
Entering Unmasked Estep 
Score: -18945824.000000 Penalty: 3923.412598
	Iteration 103Q: 3 clusters Score -1.894582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 173899 members 
Entering Unmasked Estep 
Score: -18945826.000000 Penalty: 3923.412598
	Iteration 104Q: 3 clusters Score -1.894583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -18945834.000000 Penalty: 3923.412598
	Iteration 105Q: 3 clusters Score -1.894583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 173903 members 
Entering Unmasked Estep 
Score: -18945824.000000 Penalty: 3923.412598
	Iteration 106Q: 3 clusters Score -1.894582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 173905 members 
Entering Unmasked Estep 
Score: -18945834.000000 Penalty: 3923.412598
	Iteration 107Q: 3 clusters Score -1.894583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 173911 members 
Entering Unmasked Estep 
Score: -18945824.000000 Penalty: 3923.412598
	Iteration 108Q: 3 clusters Score -1.894582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 173913 members 
Entering Unmasked Estep 
Score: -18945836.000000 Penalty: 3923.412598
	Iteration 109Q: 3 clusters Score -1.894584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 173914 members 
Entering Unmasked Estep 
Score: -18945842.000000 Penalty: 3923.412598
	Iteration 110Q: 3 clusters Score -1.894584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 173915 members 
Entering Unmasked Estep 
Score: -18945842.000000 Penalty: 3923.412598
	Iteration 111Q: 3 clusters Score -1.894584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 173917 members 
Entering Unmasked Estep 
Score: -18945838.000000 Penalty: 3923.412598
	Iteration 112Q: 3 clusters Score -1.894584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 173917 members 
Entering Unmasked Estep 
Score: -18945838.000000 Penalty: 3923.412598
	Iteration 113F: 3 clusters Score -1.894584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Entering Unmasked Estep 
Score: -3512078.250000 Penalty: 1685.453491
	Iteration 0F: 2 clusters Score -3512078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3490750.500000 Penalty: 3370.906982
	Iteration 0F: 3 clusters Score -3490750 nChanged 14667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3498721.250000 Penalty: 3370.906982
	Iteration 1F: 3 clusters Score -3498721 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3499089.750000 Penalty: 3370.906982
	Iteration 2Q: 3 clusters Score -3499090 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3499562.750000 Penalty: 3370.906982
	Iteration 3Q: 3 clusters Score -3499563 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3500151.500000 Penalty: 3370.906982
	Iteration 4Q: 3 clusters Score -3500152 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3500970.000000 Penalty: 3370.906982
	Iteration 5F: 3 clusters Score -3500970 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3502236.250000 Penalty: 3370.906982
	Iteration 6F: 3 clusters Score -3502236 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3504010.250000 Penalty: 3370.906982
	Iteration 7F: 3 clusters Score -3504010 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3505960.250000 Penalty: 3370.906982
	Iteration 8F: 3 clusters Score -3505960 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3507380.750000 Penalty: 3370.906982
	Iteration 9F: 3 clusters Score -3507381 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3508070.000000 Penalty: 3370.906982
	Iteration 10Q: 3 clusters Score -3508070 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3508471.250000 Penalty: 3370.906982
	Iteration 11Q: 3 clusters Score -3508471 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3508734.750000 Penalty: 3370.906982
	Iteration 12Q: 3 clusters Score -3508735 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3508945.250000 Penalty: 3370.906982
	Iteration 13Q: 3 clusters Score -3508945 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3509100.000000 Penalty: 3370.906982
	Iteration 14Q: 3 clusters Score -3509100 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3509223.250000 Penalty: 3370.906982
	Iteration 15Q: 3 clusters Score -3509223 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3509339.500000 Penalty: 3370.906982
	Iteration 16Q: 3 clusters Score -3509340 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3509429.250000 Penalty: 3370.906982
	Iteration 17Q: 3 clusters Score -3509429 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3509508.250000 Penalty: 3370.906982
	Iteration 18Q: 3 clusters Score -3509508 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3509569.500000 Penalty: 3370.906982
	Iteration 19Q: 3 clusters Score -3509570 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3509650.750000 Penalty: 3370.906982
	Iteration 20F: 3 clusters Score -3509651 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3509713.000000 Penalty: 3370.906982
	Iteration 21Q: 3 clusters Score -3509713 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3509793.750000 Penalty: 3370.906982
	Iteration 22Q: 3 clusters Score -3509794 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3509842.500000 Penalty: 3370.906982
	Iteration 23Q: 3 clusters Score -3509842 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3509917.250000 Penalty: 3370.906982
	Iteration 24Q: 3 clusters Score -3509917 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3509983.250000 Penalty: 3370.906982
	Iteration 25Q: 3 clusters Score -3509983 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3510039.750000 Penalty: 3370.906982
	Iteration 26Q: 3 clusters Score -3510040 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3510131.250000 Penalty: 3370.906982
	Iteration 27Q: 3 clusters Score -3510131 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3510188.500000 Penalty: 3370.906982
	Iteration 28Q: 3 clusters Score -3510188 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3510227.500000 Penalty: 3370.906982
	Iteration 29Q: 3 clusters Score -3510228 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3510283.750000 Penalty: 3370.906982
	Iteration 30Q: 3 clusters Score -3510284 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3510330.750000 Penalty: 3370.906982
	Iteration 31Q: 3 clusters Score -3510331 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3510392.500000 Penalty: 3370.906982
	Iteration 32Q: 3 clusters Score -3510392 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3510430.000000 Penalty: 3370.906982
	Iteration 33Q: 3 clusters Score -3510430 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -3510462.250000 Penalty: 3370.906982
	Iteration 34Q: 3 clusters Score -3510462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -3510504.500000 Penalty: 3370.906982
	Iteration 35Q: 3 clusters Score -3510504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3510538.750000 Penalty: 3370.906982
	Iteration 36Q: 3 clusters Score -3510539 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3510578.750000 Penalty: 3370.906982
	Iteration 37Q: 3 clusters Score -3510579 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3510610.000000 Penalty: 3370.906982
	Iteration 38Q: 3 clusters Score -3510610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3510636.250000 Penalty: 3370.906982
	Iteration 39Q: 3 clusters Score -3510636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -3510657.250000 Penalty: 3370.906982
	Iteration 40F: 3 clusters Score -3510657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3510680.500000 Penalty: 3370.906982
	Iteration 41Q: 3 clusters Score -3510680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3510695.500000 Penalty: 3370.906982
	Iteration 42Q: 3 clusters Score -3510696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -3510706.000000 Penalty: 3370.906982
	Iteration 43Q: 3 clusters Score -3510706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -3510711.250000 Penalty: 3370.906982
	Iteration 44Q: 3 clusters Score -3510711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -3510734.250000 Penalty: 3370.906982
	Iteration 45Q: 3 clusters Score -3510734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3510752.000000 Penalty: 3370.906982
	Iteration 46Q: 3 clusters Score -3510752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3510770.250000 Penalty: 3370.906982
	Iteration 47Q: 3 clusters Score -3510770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3510775.000000 Penalty: 3370.906982
	Iteration 48Q: 3 clusters Score -3510775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -3510791.250000 Penalty: 3370.906982
	Iteration 49Q: 3 clusters Score -3510791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -3510803.000000 Penalty: 3370.906982
	Iteration 50Q: 3 clusters Score -3510803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3510816.000000 Penalty: 3370.906982
	Iteration 51Q: 3 clusters Score -3510816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -3510817.750000 Penalty: 3370.906982
	Iteration 52Q: 3 clusters Score -3510818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3510816.750000 Penalty: 3370.906982
	Iteration 53Q: 3 clusters Score -3510817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3510816.250000 Penalty: 3370.906982
	Iteration 54Q: 3 clusters Score -3510816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3510821.750000 Penalty: 3370.906982
	Iteration 55Q: 3 clusters Score -3510822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -3510827.500000 Penalty: 3370.906982
	Iteration 56Q: 3 clusters Score -3510828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3510831.750000 Penalty: 3370.906982
	Iteration 57Q: 3 clusters Score -3510832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3510836.000000 Penalty: 3370.906982
	Iteration 58Q: 3 clusters Score -3510836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3510842.000000 Penalty: 3370.906982
	Iteration 59Q: 3 clusters Score -3510842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3510839.000000 Penalty: 3370.906982
	Iteration 60F: 3 clusters Score -3510839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3510835.750000 Penalty: 3370.906982
	Iteration 61Q: 3 clusters Score -3510836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -3510836.500000 Penalty: 3370.906982
	Iteration 62Q: 3 clusters Score -3510836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3510836.000000 Penalty: 3370.906982
	Iteration 63Q: 3 clusters Score -3510836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3510842.750000 Penalty: 3370.906982
	Iteration 64Q: 3 clusters Score -3510843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3510846.250000 Penalty: 3370.906982
	Iteration 65Q: 3 clusters Score -3510846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3510853.750000 Penalty: 3370.906982
	Iteration 66Q: 3 clusters Score -3510854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3510853.000000 Penalty: 3370.906982
	Iteration 67Q: 3 clusters Score -3510853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3510848.000000 Penalty: 3370.906982
	Iteration 68Q: 3 clusters Score -3510848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3510850.500000 Penalty: 3370.906982
	Iteration 69Q: 3 clusters Score -3510850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3510856.500000 Penalty: 3370.906982
	Iteration 70Q: 3 clusters Score -3510856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3510855.500000 Penalty: 3370.906982
	Iteration 71Q: 3 clusters Score -3510856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3510855.000000 Penalty: 3370.906982
	Iteration 72Q: 3 clusters Score -3510855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3510855.000000 Penalty: 3370.906982
	Iteration 73F: 3 clusters Score -3510855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -522357.125000 Penalty: 1375.023071
	Iteration 0F: 2 clusters Score -522357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -518523.718750 Penalty: 2750.046143
	Iteration 0F: 3 clusters Score -518523.7 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -519548.906250 Penalty: 2750.046143
	Iteration 1F: 3 clusters Score -519548.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -519692.031250 Penalty: 2750.046143
	Iteration 2F: 3 clusters Score -519692 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -519774.906250 Penalty: 2750.046143
	Iteration 3Q: 3 clusters Score -519774.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -519832.968750 Penalty: 2750.046143
	Iteration 4Q: 3 clusters Score -519833 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -519874.062500 Penalty: 2750.046143
	Iteration 5Q: 3 clusters Score -519874.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -519907.437500 Penalty: 2750.046143
	Iteration 6Q: 3 clusters Score -519907.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -519934.468750 Penalty: 2750.046143
	Iteration 7Q: 3 clusters Score -519934.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -519963.781250 Penalty: 2750.046143
	Iteration 8Q: 3 clusters Score -519963.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -519996.343750 Penalty: 2750.046143
	Iteration 9Q: 3 clusters Score -519996.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -520037.531250 Penalty: 2750.046143
	Iteration 10Q: 3 clusters Score -520037.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -520095.781250 Penalty: 2750.046143
	Iteration 11Q: 3 clusters Score -520095.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -520160.875000 Penalty: 2750.046143
	Iteration 12Q: 3 clusters Score -520160.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -520233.062500 Penalty: 2750.046143
	Iteration 13Q: 3 clusters Score -520233.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -520307.093750 Penalty: 2750.046143
	Iteration 14Q: 3 clusters Score -520307.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -520387.406250 Penalty: 2750.046143
	Iteration 15Q: 3 clusters Score -520387.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -520479.156250 Penalty: 2750.046143
	Iteration 16Q: 3 clusters Score -520479.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -520579.375000 Penalty: 2750.046143
	Iteration 17Q: 3 clusters Score -520579.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -520671.656250 Penalty: 2750.046143
	Iteration 18Q: 3 clusters Score -520671.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -520749.875000 Penalty: 2750.046143
	Iteration 19Q: 3 clusters Score -520749.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -520801.250000 Penalty: 2750.046143
	Iteration 20F: 3 clusters Score -520801.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -520835.218750 Penalty: 2750.046143
	Iteration 21Q: 3 clusters Score -520835.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -520879.812500 Penalty: 2750.046143
	Iteration 22Q: 3 clusters Score -520879.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -520921.500000 Penalty: 2750.046143
	Iteration 23Q: 3 clusters Score -520921.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -520961.406250 Penalty: 2750.046143
	Iteration 24Q: 3 clusters Score -520961.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -520987.687500 Penalty: 2750.046143
	Iteration 25Q: 3 clusters Score -520987.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -521013.656250 Penalty: 2750.046143
	Iteration 26Q: 3 clusters Score -521013.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -521039.562500 Penalty: 2750.046143
	Iteration 27Q: 3 clusters Score -521039.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -521056.406250 Penalty: 2750.046143
	Iteration 28Q: 3 clusters Score -521056.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -521067.843750 Penalty: 2750.046143
	Iteration 29Q: 3 clusters Score -521067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -521075.031250 Penalty: 2750.046143
	Iteration 30Q: 3 clusters Score -521075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -521082.093750 Penalty: 2750.046143
	Iteration 31Q: 3 clusters Score -521082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -521088.250000 Penalty: 2750.046143
	Iteration 32Q: 3 clusters Score -521088.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -521094.312500 Penalty: 2750.046143
	Iteration 33Q: 3 clusters Score -521094.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -521099.218750 Penalty: 2750.046143
	Iteration 34Q: 3 clusters Score -521099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -521103.500000 Penalty: 2750.046143
	Iteration 35Q: 3 clusters Score -521103.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -521112.375000 Penalty: 2750.046143
	Iteration 36Q: 3 clusters Score -521112.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -521126.687500 Penalty: 2750.046143
	Iteration 37Q: 3 clusters Score -521126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -521137.718750 Penalty: 2750.046143
	Iteration 38Q: 3 clusters Score -521137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -521144.218750 Penalty: 2750.046143
	Iteration 39Q: 3 clusters Score -521144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -521150.531250 Penalty: 2750.046143
	Iteration 40F: 3 clusters Score -521150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -521153.187500 Penalty: 2750.046143
	Iteration 41Q: 3 clusters Score -521153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -521155.593750 Penalty: 2750.046143
	Iteration 42Q: 3 clusters Score -521155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -521155.593750 Penalty: 2750.046143
	Iteration 43Q: 3 clusters Score -521155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -521155.593750 Penalty: 2750.046143
	Iteration 44F: 3 clusters Score -521155.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Entering Unmasked Estep 
Score: -4762208.500000 Penalty: 1735.003784
	Iteration 0F: 2 clusters Score -4762208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4733040.500000 Penalty: 3470.007568
	Iteration 0F: 3 clusters Score -4733040 nChanged 20190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4744235.000000 Penalty: 3470.007568
	Iteration 1F: 3 clusters Score -4744235 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -4744688.000000 Penalty: 3470.007568
	Iteration 2Q: 3 clusters Score -4744688 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4745242.500000 Penalty: 3470.007568
	Iteration 3Q: 3 clusters Score -4745242 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4746144.000000 Penalty: 3470.007568
	Iteration 4Q: 3 clusters Score -4746144 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -4747369.500000 Penalty: 3470.007568
	Iteration 5F: 3 clusters Score -4747370 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4749378.000000 Penalty: 3470.007568
	Iteration 6F: 3 clusters Score -4749378 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4752188.500000 Penalty: 3470.007568
	Iteration 7F: 3 clusters Score -4752188 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -4755177.000000 Penalty: 3470.007568
	Iteration 8F: 3 clusters Score -4755177 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4757179.000000 Penalty: 3470.007568
	Iteration 9F: 3 clusters Score -4757179 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4758027.500000 Penalty: 3470.007568
	Iteration 10Q: 3 clusters Score -4758028 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4758404.500000 Penalty: 3470.007568
	Iteration 11Q: 3 clusters Score -4758404 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4758685.000000 Penalty: 3470.007568
	Iteration 12Q: 3 clusters Score -4758685 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4758888.500000 Penalty: 3470.007568
	Iteration 13Q: 3 clusters Score -4758888 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4759117.500000 Penalty: 3470.007568
	Iteration 14Q: 3 clusters Score -4759118 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4759330.500000 Penalty: 3470.007568
	Iteration 15Q: 3 clusters Score -4759330 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -4759512.500000 Penalty: 3470.007568
	Iteration 16Q: 3 clusters Score -4759512 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -4759640.000000 Penalty: 3470.007568
	Iteration 17Q: 3 clusters Score -4759640 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -4759762.500000 Penalty: 3470.007568
	Iteration 18Q: 3 clusters Score -4759762 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -4759895.500000 Penalty: 3470.007568
	Iteration 19Q: 3 clusters Score -4759896 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -4760031.000000 Penalty: 3470.007568
	Iteration 20F: 3 clusters Score -4760031 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -4760096.500000 Penalty: 3470.007568
	Iteration 21Q: 3 clusters Score -4760096 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -4760160.500000 Penalty: 3470.007568
	Iteration 22Q: 3 clusters Score -4760160 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -4760229.500000 Penalty: 3470.007568
	Iteration 23Q: 3 clusters Score -4760230 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -4760306.500000 Penalty: 3470.007568
	Iteration 24Q: 3 clusters Score -4760306 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -4760367.000000 Penalty: 3470.007568
	Iteration 25Q: 3 clusters Score -4760367 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -4760408.500000 Penalty: 3470.007568
	Iteration 26Q: 3 clusters Score -4760408 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -4760459.000000 Penalty: 3470.007568
	Iteration 27Q: 3 clusters Score -4760459 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -4760514.000000 Penalty: 3470.007568
	Iteration 28Q: 3 clusters Score -4760514 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -4760553.500000 Penalty: 3470.007568
	Iteration 29Q: 3 clusters Score -4760554 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4760573.000000 Penalty: 3470.007568
	Iteration 30Q: 3 clusters Score -4760573 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -4760602.000000 Penalty: 3470.007568
	Iteration 31Q: 3 clusters Score -4760602 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -4760642.000000 Penalty: 3470.007568
	Iteration 32Q: 3 clusters Score -4760642 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -4760680.000000 Penalty: 3470.007568
	Iteration 33Q: 3 clusters Score -4760680 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4760714.000000 Penalty: 3470.007568
	Iteration 34Q: 3 clusters Score -4760714 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -4760774.500000 Penalty: 3470.007568
	Iteration 35Q: 3 clusters Score -4760774 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -4760798.500000 Penalty: 3470.007568
	Iteration 36Q: 3 clusters Score -4760798 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -4760829.500000 Penalty: 3470.007568
	Iteration 37Q: 3 clusters Score -4760830 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -4760857.000000 Penalty: 3470.007568
	Iteration 38Q: 3 clusters Score -4760857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -4760866.000000 Penalty: 3470.007568
	Iteration 39Q: 3 clusters Score -4760866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -4760890.500000 Penalty: 3470.007568
	Iteration 40F: 3 clusters Score -4760890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -4760898.500000 Penalty: 3470.007568
	Iteration 41Q: 3 clusters Score -4760898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -4760908.500000 Penalty: 3470.007568
	Iteration 42Q: 3 clusters Score -4760908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -4760920.500000 Penalty: 3470.007568
	Iteration 43Q: 3 clusters Score -4760920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -4760923.000000 Penalty: 3470.007568
	Iteration 44Q: 3 clusters Score -4760923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -4760923.000000 Penalty: 3470.007568
	Iteration 45Q: 3 clusters Score -4760923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -4760930.500000 Penalty: 3470.007568
	Iteration 46Q: 3 clusters Score -4760930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4760945.000000 Penalty: 3470.007568
	Iteration 47Q: 3 clusters Score -4760945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -4760946.500000 Penalty: 3470.007568
	Iteration 48Q: 3 clusters Score -4760946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -4760957.000000 Penalty: 3470.007568
	Iteration 49Q: 3 clusters Score -4760957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -4760955.000000 Penalty: 3470.007568
	Iteration 50Q: 3 clusters Score -4760955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -4760948.000000 Penalty: 3470.007568
	Iteration 51Q: 3 clusters Score -4760948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -4760951.000000 Penalty: 3470.007568
	Iteration 52Q: 3 clusters Score -4760951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -4760956.000000 Penalty: 3470.007568
	Iteration 53Q: 3 clusters Score -4760956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -4760963.500000 Penalty: 3470.007568
	Iteration 54Q: 3 clusters Score -4760964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -4760962.000000 Penalty: 3470.007568
	Iteration 55Q: 3 clusters Score -4760962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -4760963.500000 Penalty: 3470.007568
	Iteration 56Q: 3 clusters Score -4760964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -4760973.000000 Penalty: 3470.007568
	Iteration 57Q: 3 clusters Score -4760973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4760977.500000 Penalty: 3470.007568
	Iteration 58Q: 3 clusters Score -4760978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -4760978.000000 Penalty: 3470.007568
	Iteration 59Q: 3 clusters Score -4760978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -4760981.500000 Penalty: 3470.007568
	Iteration 60F: 3 clusters Score -4760982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -4760980.000000 Penalty: 3470.007568
	Iteration 61Q: 3 clusters Score -4760980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -4760979.000000 Penalty: 3470.007568
	Iteration 62Q: 3 clusters Score -4760979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -4760974.000000 Penalty: 3470.007568
	Iteration 63Q: 3 clusters Score -4760974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -4760973.500000 Penalty: 3470.007568
	Iteration 64Q: 3 clusters Score -4760974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -4760975.000000 Penalty: 3470.007568
	Iteration 65Q: 3 clusters Score -4760975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -4760978.000000 Penalty: 3470.007568
	Iteration 66Q: 3 clusters Score -4760978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -4760979.500000 Penalty: 3470.007568
	Iteration 67Q: 3 clusters Score -4760980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -4760984.000000 Penalty: 3470.007568
	Iteration 68Q: 3 clusters Score -4760984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -4760978.500000 Penalty: 3470.007568
	Iteration 69Q: 3 clusters Score -4760978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -4760981.500000 Penalty: 3470.007568
	Iteration 70Q: 3 clusters Score -4760982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -4760982.500000 Penalty: 3470.007568
	Iteration 71Q: 3 clusters Score -4760982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -4760982.500000 Penalty: 3470.007568
	Iteration 72Q: 3 clusters Score -4760982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -4760988.500000 Penalty: 3470.007568
	Iteration 73Q: 3 clusters Score -4760988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -4760990.000000 Penalty: 3470.007568
	Iteration 74Q: 3 clusters Score -4760990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -4760990.000000 Penalty: 3470.007568
	Iteration 75F: 3 clusters Score -4760990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49435 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 8 contains 171996 members 
Mstep: Class 11 contains 113354 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64795 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 42158 members 
Mstep: Class 19 contains 174562 members 
Mstep: Class 20 contains 174912 members 
Mstep: Class 21 contains 31953 members 
Mstep: Class 22 contains 4730 members 
Mstep: Class 23 contains 43345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844488.000000 Penalty: 33373.367188
Iteration 159Q: 16 clusters Score -9.384449e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49449 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 172014 members 
Mstep: Class 11 contains 113166 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64821 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42162 members 
Mstep: Class 19 contains 174586 members 
Mstep: Class 20 contains 174989 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 22 contains 4718 members 
Mstep: Class 23 contains 43363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844528.000000 Penalty: 33373.367188
Iteration 160F: 16 clusters Score -9.384453e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49448 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 172018 members 
Mstep: Class 11 contains 113006 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64850 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42165 members 
Mstep: Class 19 contains 174601 members 
Mstep: Class 20 contains 175078 members 
Mstep: Class 21 contains 31990 members 
Mstep: Class 22 contains 4706 members 
Mstep: Class 23 contains 43379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 16 clusters Score -9.384446e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 6 contains 49449 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 172025 members 
Mstep: Class 11 contains 112865 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64876 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42171 members 
Mstep: Class 19 contains 174617 members 
Mstep: Class 20 contains 175147 members 
Mstep: Class 21 contains 32005 members 
Mstep: Class 22 contains 4696 members 
Mstep: Class 23 contains 43389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 16 clusters Score -9.384454e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49451 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 172041 members 
Mstep: Class 11 contains 112712 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64899 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42174 members 
Mstep: Class 19 contains 174629 members 
Mstep: Class 20 contains 175240 members 
Mstep: Class 21 contains 32015 members 
Mstep: Class 22 contains 4688 members 
Mstep: Class 23 contains 43392 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 16 clusters Score -9.384442e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49445 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 172077 members 
Mstep: Class 11 contains 112558 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64917 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42172 members 
Mstep: Class 19 contains 174635 members 
Mstep: Class 20 contains 175336 members 
Mstep: Class 21 contains 32021 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 43399 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 16 clusters Score -9.384429e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49443 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 172121 members 
Mstep: Class 11 contains 112392 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64941 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42171 members 
Mstep: Class 19 contains 174619 members 
Mstep: Class 20 contains 175437 members 
Mstep: Class 21 contains 32024 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 43411 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 16 clusters Score -9.38442e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49433 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 172153 members 
Mstep: Class 11 contains 112246 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 64972 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42171 members 
Mstep: Class 19 contains 174593 members 
Mstep: Class 20 contains 175548 members 
Mstep: Class 21 contains 32032 members 
Mstep: Class 22 contains 4675 members 
Mstep: Class 23 contains 43416 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 16 clusters Score -9.384434e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 6 contains 49431 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 172185 members 
Mstep: Class 11 contains 112086 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65009 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42169 members 
Mstep: Class 19 contains 174579 members 
Mstep: Class 20 contains 175637 members 
Mstep: Class 21 contains 32045 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 43428 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 16 clusters Score -9.384437e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49424 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 172230 members 
Mstep: Class 11 contains 111918 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65047 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42168 members 
Mstep: Class 19 contains 174594 members 
Mstep: Class 20 contains 175711 members 
Mstep: Class 21 contains 32045 members 
Mstep: Class 22 contains 4667 members 
Mstep: Class 23 contains 43440 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 16 clusters Score -9.384439e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49425 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 172253 members 
Mstep: Class 11 contains 111749 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65077 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42169 members 
Mstep: Class 19 contains 174602 members 
Mstep: Class 20 contains 175787 members 
Mstep: Class 21 contains 32057 members 
Mstep: Class 22 contains 4664 members 
Mstep: Class 23 contains 43462 members 
Entering Unmasked Estep 
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Iteration 169Q: 16 clusters Score -9.38445e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49423 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 172291 members 
Mstep: Class 11 contains 111594 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65107 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42173 members 
Mstep: Class 19 contains 174608 members 
Mstep: Class 20 contains 175846 members 
Mstep: Class 21 contains 32064 members 
Mstep: Class 22 contains 4662 members 
Mstep: Class 23 contains 43478 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 16 clusters Score -9.384444e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49430 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 172308 members 
Mstep: Class 11 contains 111438 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65140 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42175 members 
Mstep: Class 19 contains 174607 members 
Mstep: Class 20 contains 175921 members 
Mstep: Class 21 contains 32075 members 
Mstep: Class 22 contains 4662 members 
Mstep: Class 23 contains 43488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 16 clusters Score -9.384457e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49438 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 172355 members 
Mstep: Class 11 contains 111278 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65181 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42176 members 
Mstep: Class 19 contains 174612 members 
Mstep: Class 20 contains 175972 members 
Mstep: Class 21 contains 32086 members 
Mstep: Class 22 contains 4652 members 
Mstep: Class 23 contains 43492 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 16 clusters Score -9.384467e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49443 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 172390 members 
Mstep: Class 11 contains 111137 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65212 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42177 members 
Mstep: Class 19 contains 174610 members 
Mstep: Class 20 contains 176022 members 
Mstep: Class 21 contains 32099 members 
Mstep: Class 22 contains 4647 members 
Mstep: Class 23 contains 43502 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 16 clusters Score -9.384466e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49454 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 172410 members 
Mstep: Class 11 contains 110989 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65235 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42180 members 
Mstep: Class 19 contains 174615 members 
Mstep: Class 20 contains 176075 members 
Mstep: Class 21 contains 32114 members 
Mstep: Class 22 contains 4647 members 
Mstep: Class 23 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 16 clusters Score -9.384474e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49459 members 
Mstep: Class 7 contains 4666 members 
Mstep: Class 8 contains 172431 members 
Mstep: Class 11 contains 110857 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65259 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42181 members 
Mstep: Class 19 contains 174627 members 
Mstep: Class 20 contains 176134 members 
Mstep: Class 21 contains 32117 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 43530 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 16 clusters Score -9.384477e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49455 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 172464 members 
Mstep: Class 11 contains 110752 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65276 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42181 members 
Mstep: Class 19 contains 174644 members 
Mstep: Class 20 contains 176156 members 
Mstep: Class 21 contains 32123 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 43549 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 16 clusters Score -9.384477e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49447 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 172495 members 
Mstep: Class 11 contains 110659 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65291 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42186 members 
Mstep: Class 19 contains 174666 members 
Mstep: Class 20 contains 176157 members 
Mstep: Class 21 contains 32129 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 43575 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 16 clusters Score -9.384468e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49446 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 172527 members 
Mstep: Class 11 contains 110570 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65303 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42190 members 
Mstep: Class 19 contains 174670 members 
Mstep: Class 20 contains 176175 members 
Mstep: Class 21 contains 32135 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 43594 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 16 clusters Score -9.38447e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49444 members 
Mstep: Class 7 contains 4667 members 
Mstep: Class 8 contains 172563 members 
Mstep: Class 11 contains 110482 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65319 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 42192 members 
Mstep: Class 19 contains 174678 members 
Mstep: Class 20 contains 176191 members 
Mstep: Class 21 contains 32139 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 43605 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 16 clusters Score -9.384468e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49437 members 
Mstep: Class 7 contains 4666 members 
Mstep: Class 8 contains 172594 members 
Mstep: Class 11 contains 110385 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65333 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42193 members 
Mstep: Class 19 contains 174690 members 
Mstep: Class 20 contains 176224 members 
Mstep: Class 21 contains 32139 members 
Mstep: Class 22 contains 4618 members 
Mstep: Class 23 contains 43624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 16 clusters Score -9.384458e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49437 members 
Mstep: Class 7 contains 4667 members 
Mstep: Class 8 contains 172645 members 
Mstep: Class 11 contains 110283 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42194 members 
Mstep: Class 19 contains 174704 members 
Mstep: Class 20 contains 176230 members 
Mstep: Class 21 contains 32135 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 43638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 16 clusters Score -9.384458e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49439 members 
Mstep: Class 7 contains 4668 members 
Mstep: Class 8 contains 172687 members 
Mstep: Class 11 contains 110177 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65372 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 42194 members 
Mstep: Class 19 contains 174718 members 
Mstep: Class 20 contains 176248 members 
Mstep: Class 21 contains 32135 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 43649 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 16 clusters Score -9.384455e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49438 members 
Mstep: Class 7 contains 4669 members 
Mstep: Class 8 contains 172740 members 
Mstep: Class 11 contains 110079 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65382 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 42195 members 
Mstep: Class 19 contains 174727 members 
Mstep: Class 20 contains 176256 members 
Mstep: Class 21 contains 32144 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 43660 members 
Entering Unmasked Estep 
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Iteration 183Q: 16 clusters Score -9.384456e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49431 members 
Mstep: Class 7 contains 4670 members 
Mstep: Class 8 contains 172790 members 
Mstep: Class 11 contains 110004 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65388 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 42194 members 
Mstep: Class 19 contains 174728 members 
Mstep: Class 20 contains 176265 members 
Mstep: Class 21 contains 32150 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 43668 members 
Entering Unmasked Estep 
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Iteration 184Q: 16 clusters Score -9.384461e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49435 members 
Mstep: Class 7 contains 4670 members 
Mstep: Class 8 contains 172810 members 
Mstep: Class 11 contains 109925 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65405 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 42194 members 
Mstep: Class 19 contains 174721 members 
Mstep: Class 20 contains 176309 members 
Mstep: Class 21 contains 32151 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 43671 members 
Entering Unmasked Estep 
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Iteration 185Q: 16 clusters Score -9.384466e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49441 members 
Mstep: Class 7 contains 4670 members 
Mstep: Class 8 contains 172822 members 
Mstep: Class 11 contains 109825 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65419 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 42194 members 
Mstep: Class 19 contains 174722 members 
Mstep: Class 20 contains 176367 members 
Mstep: Class 21 contains 32153 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 43681 members 
Entering Unmasked Estep 
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Iteration 186Q: 16 clusters Score -9.384474e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49451 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 172861 members 
Mstep: Class 11 contains 109708 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65432 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 42192 members 
Mstep: Class 19 contains 174742 members 
Mstep: Class 20 contains 176398 members 
Mstep: Class 21 contains 32153 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 43687 members 
Entering Unmasked Estep 
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Iteration 187Q: 16 clusters Score -9.38448e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49453 members 
Mstep: Class 7 contains 4672 members 
Mstep: Class 8 contains 172894 members 
Mstep: Class 11 contains 109591 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65441 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 42191 members 
Mstep: Class 19 contains 174761 members 
Mstep: Class 20 contains 176446 members 
Mstep: Class 21 contains 32160 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 43686 members 
Entering Unmasked Estep 
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Iteration 188Q: 16 clusters Score -9.384484e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49458 members 
Mstep: Class 7 contains 4673 members 
Mstep: Class 8 contains 172925 members 
Mstep: Class 11 contains 109466 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 65464 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 42192 members 
Mstep: Class 19 contains 174771 members 
Mstep: Class 20 contains 176483 members 
Mstep: Class 21 contains 32164 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 43701 members 
Entering Unmasked Estep 
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Iteration 189Q: 16 clusters Score -9.384475e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49462 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 172943 members 
Mstep: Class 11 contains 109344 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65481 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 42191 members 
Mstep: Class 19 contains 174796 members 
Mstep: Class 20 contains 176526 members 
Mstep: Class 21 contains 32165 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 43713 members 
Entering Unmasked Estep 
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Iteration 190Q: 16 clusters Score -9.384489e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49466 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 172960 members 
Mstep: Class 11 contains 109221 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65492 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 42193 members 
Mstep: Class 19 contains 174818 members 
Mstep: Class 20 contains 176573 members 
Mstep: Class 21 contains 32165 members 
Mstep: Class 22 contains 4601 members 
Mstep: Class 23 contains 43732 members 
Entering Unmasked Estep 
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Iteration 191Q: 16 clusters Score -9.384481e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49468 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 172972 members 
Mstep: Class 11 contains 109116 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65508 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 42195 members 
Mstep: Class 19 contains 174836 members 
Mstep: Class 20 contains 176623 members 
Mstep: Class 21 contains 32167 members 
Mstep: Class 22 contains 4597 members 
Mstep: Class 23 contains 43740 members 
Entering Unmasked Estep 
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Iteration 192Q: 16 clusters Score -9.384479e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49472 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 172993 members 
Mstep: Class 11 contains 109034 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65527 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 42197 members 
Mstep: Class 19 contains 174836 members 
Mstep: Class 20 contains 176655 members 
Mstep: Class 21 contains 32169 members 
Mstep: Class 22 contains 4589 members 
Mstep: Class 23 contains 43749 members 
Entering Unmasked Estep 
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Iteration 193Q: 16 clusters Score -9.384489e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49476 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 173004 members 
Mstep: Class 11 contains 108952 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65550 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 42198 members 
Mstep: Class 19 contains 174837 members 
Mstep: Class 20 contains 176697 members 
Mstep: Class 21 contains 32170 members 
Mstep: Class 22 contains 4582 members 
Mstep: Class 23 contains 43756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844848.000000 Penalty: 33373.367188
Iteration 194Q: 16 clusters Score -9.384485e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49478 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 173016 members 
Mstep: Class 11 contains 108880 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65565 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 42197 members 
Mstep: Class 19 contains 174842 members 
Mstep: Class 20 contains 176730 members 
Mstep: Class 21 contains 32175 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 43768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844760.000000 Penalty: 33373.367188
Iteration 195Q: 16 clusters Score -9.384476e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49471 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 173024 members 
Mstep: Class 11 contains 108816 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65572 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 42200 members 
Mstep: Class 19 contains 174853 members 
Mstep: Class 20 contains 176772 members 
Mstep: Class 21 contains 32175 members 
Mstep: Class 22 contains 4560 members 
Mstep: Class 23 contains 43778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844624.000000 Penalty: 33373.367188
Iteration 196Q: 16 clusters Score -9.384462e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49465 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 173038 members 
Mstep: Class 11 contains 108746 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65582 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 42200 members 
Mstep: Class 19 contains 174857 members 
Mstep: Class 20 contains 176818 members 
Mstep: Class 21 contains 32172 members 
Mstep: Class 22 contains 4553 members 
Mstep: Class 23 contains 43789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844600.000000 Penalty: 33373.367188
Iteration 197Q: 16 clusters Score -9.38446e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49462 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 173052 members 
Mstep: Class 11 contains 108685 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65592 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 42201 members 
Mstep: Class 19 contains 174861 members 
Mstep: Class 20 contains 176855 members 
Mstep: Class 21 contains 32165 members 
Mstep: Class 22 contains 4545 members 
Mstep: Class 23 contains 43802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844592.000000 Penalty: 33373.367188
Iteration 198Q: 16 clusters Score -9.384459e+07 nChanged 204
Entering ConstructFrom: 
Score: -93844592.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Entering Unmasked Estep 
Score: -360393.906250 Penalty: 1327.976807
	Iteration 0F: 2 clusters Score -360393.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -357376.312500 Penalty: 2655.953613
	Iteration 0F: 3 clusters Score -357376.3 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -358118.968750 Penalty: 2655.953613
	Iteration 1F: 3 clusters Score -358119 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -358263.093750 Penalty: 2655.953613
	Iteration 2F: 3 clusters Score -358263.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -358386.000000 Penalty: 2655.953613
	Iteration 3Q: 3 clusters Score -358386 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -358575.281250 Penalty: 2655.953613
	Iteration 4Q: 3 clusters Score -358575.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -358776.062500 Penalty: 2655.953613
	Iteration 5F: 3 clusters Score -358776.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -358990.781250 Penalty: 2655.953613
	Iteration 6F: 3 clusters Score -358990.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -359222.250000 Penalty: 2655.953613
	Iteration 7F: 3 clusters Score -359222.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -359397.468750 Penalty: 2655.953613
	Iteration 8F: 3 clusters Score -359397.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -359530.218750 Penalty: 2655.953613
	Iteration 9Q: 3 clusters Score -359530.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -359632.531250 Penalty: 2655.953613
	Iteration 10Q: 3 clusters Score -359632.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -359710.093750 Penalty: 2655.953613
	Iteration 11Q: 3 clusters Score -359710.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -359768.781250 Penalty: 2655.953613
	Iteration 12Q: 3 clusters Score -359768.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -359824.531250 Penalty: 2655.953613
	Iteration 13Q: 3 clusters Score -359824.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -359854.062500 Penalty: 2655.953613
	Iteration 14Q: 3 clusters Score -359854.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -359876.406250 Penalty: 2655.953613
	Iteration 15Q: 3 clusters Score -359876.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -359897.343750 Penalty: 2655.953613
	Iteration 16Q: 3 clusters Score -359897.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -359921.562500 Penalty: 2655.953613
	Iteration 17Q: 3 clusters Score -359921.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -359945.750000 Penalty: 2655.953613
	Iteration 18Q: 3 clusters Score -359945.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -359969.062500 Penalty: 2655.953613
	Iteration 19Q: 3 clusters Score -359969.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -359981.375000 Penalty: 2655.953613
	Iteration 20F: 3 clusters Score -359981.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -359990.781250 Penalty: 2655.953613
	Iteration 21Q: 3 clusters Score -359990.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -359995.218750 Penalty: 2655.953613
	Iteration 22Q: 3 clusters Score -359995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -360002.562500 Penalty: 2655.953613
	Iteration 23Q: 3 clusters Score -360002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -360007.687500 Penalty: 2655.953613
	Iteration 24Q: 3 clusters Score -360007.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -360010.906250 Penalty: 2655.953613
	Iteration 25Q: 3 clusters Score -360010.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -360016.156250 Penalty: 2655.953613
	Iteration 26Q: 3 clusters Score -360016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -360023.156250 Penalty: 2655.953613
	Iteration 27Q: 3 clusters Score -360023.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -360028.125000 Penalty: 2655.953613
	Iteration 28Q: 3 clusters Score -360028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -360032.062500 Penalty: 2655.953613
	Iteration 29Q: 3 clusters Score -360032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -360034.000000 Penalty: 2655.953613
	Iteration 30Q: 3 clusters Score -360034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -360035.937500 Penalty: 2655.953613
	Iteration 31Q: 3 clusters Score -360035.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -360039.250000 Penalty: 2655.953613
	Iteration 32Q: 3 clusters Score -360039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -360040.406250 Penalty: 2655.953613
	Iteration 33Q: 3 clusters Score -360040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -360040.906250 Penalty: 2655.953613
	Iteration 34Q: 3 clusters Score -360040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -360040.875000 Penalty: 2655.953613
	Iteration 35Q: 3 clusters Score -360040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -360041.593750 Penalty: 2655.953613
	Iteration 36Q: 3 clusters Score -360041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -360041.593750 Penalty: 2655.953613
	Iteration 37F: 3 clusters Score -360041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -92836.117188 Penalty: 1118.229248
	Iteration 0F: 2 clusters Score -92836.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91498.398438 Penalty: 2236.458496
	Iteration 0F: 3 clusters Score -91498.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92019.125000 Penalty: 2236.458496
	Iteration 1F: 3 clusters Score -92019.12 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92253.398438 Penalty: 2236.458496
	Iteration 2F: 3 clusters Score -92253.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92383.296875 Penalty: 2236.458496
	Iteration 3F: 3 clusters Score -92383.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92490.765625 Penalty: 2236.458496
	Iteration 4F: 3 clusters Score -92490.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92543.992188 Penalty: 2236.458496
	Iteration 5Q: 3 clusters Score -92543.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92571.757812 Penalty: 2236.458496
	Iteration 6Q: 3 clusters Score -92571.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92591.242188 Penalty: 2236.458496
	Iteration 7Q: 3 clusters Score -92591.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92595.390625 Penalty: 2236.458496
	Iteration 8Q: 3 clusters Score -92595.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92601.234375 Penalty: 2236.458496
	Iteration 9Q: 3 clusters Score -92601.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92609.562500 Penalty: 2236.458496
	Iteration 10Q: 3 clusters Score -92609.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -92620.468750 Penalty: 2236.458496
	Iteration 11Q: 3 clusters Score -92620.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92630.914062 Penalty: 2236.458496
	Iteration 12Q: 3 clusters Score -92630.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92638.164062 Penalty: 2236.458496
	Iteration 13Q: 3 clusters Score -92638.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -92641.734375 Penalty: 2236.458496
	Iteration 14Q: 3 clusters Score -92641.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92644.242188 Penalty: 2236.458496
	Iteration 15Q: 3 clusters Score -92644.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92644.242188 Penalty: 2236.458496
	Iteration 16F: 3 clusters Score -92644.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Entering Unmasked Estep 
Score: -5201649.500000 Penalty: 1756.439575
	Iteration 0F: 2 clusters Score -5201650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -5168717.000000 Penalty: 3512.879150
	Iteration 0F: 3 clusters Score -5168717 nChanged 23150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5181760.500000 Penalty: 3512.879150
	Iteration 1F: 3 clusters Score -5181760 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5182354.500000 Penalty: 3512.879150
	Iteration 2Q: 3 clusters Score -5182354 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5183107.500000 Penalty: 3512.879150
	Iteration 3Q: 3 clusters Score -5183108 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5184110.000000 Penalty: 3512.879150
	Iteration 4Q: 3 clusters Score -5184110 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -5185322.500000 Penalty: 3512.879150
	Iteration 5F: 3 clusters Score -5185322 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5186808.000000 Penalty: 3512.879150
	Iteration 6F: 3 clusters Score -5186808 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -5188283.000000 Penalty: 3512.879150
	Iteration 7F: 3 clusters Score -5188283 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5189724.000000 Penalty: 3512.879150
	Iteration 8F: 3 clusters Score -5189724 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -5190921.500000 Penalty: 3512.879150
	Iteration 9Q: 3 clusters Score -5190922 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -5191759.000000 Penalty: 3512.879150
	Iteration 10Q: 3 clusters Score -5191759 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -5192207.500000 Penalty: 3512.879150
	Iteration 11Q: 3 clusters Score -5192208 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -5192466.000000 Penalty: 3512.879150
	Iteration 12Q: 3 clusters Score -5192466 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -5192600.500000 Penalty: 3512.879150
	Iteration 13Q: 3 clusters Score -5192600 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -5192704.500000 Penalty: 3512.879150
	Iteration 14Q: 3 clusters Score -5192704 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5192761.000000 Penalty: 3512.879150
	Iteration 15Q: 3 clusters Score -5192761 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -5192808.500000 Penalty: 3512.879150
	Iteration 16Q: 3 clusters Score -5192808 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -5192838.000000 Penalty: 3512.879150
	Iteration 17Q: 3 clusters Score -5192838 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -5192856.000000 Penalty: 3512.879150
	Iteration 18Q: 3 clusters Score -5192856 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5192883.500000 Penalty: 3512.879150
	Iteration 19Q: 3 clusters Score -5192884 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -5192923.000000 Penalty: 3512.879150
	Iteration 20F: 3 clusters Score -5192923 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -5192984.000000 Penalty: 3512.879150
	Iteration 21Q: 3 clusters Score -5192984 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -5193054.500000 Penalty: 3512.879150
	Iteration 22Q: 3 clusters Score -5193054 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -5193131.500000 Penalty: 3512.879150
	Iteration 23Q: 3 clusters Score -5193132 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -5193217.500000 Penalty: 3512.879150
	Iteration 24Q: 3 clusters Score -5193218 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -5193354.000000 Penalty: 3512.879150
	Iteration 25Q: 3 clusters Score -5193354 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -5193499.000000 Penalty: 3512.879150
	Iteration 26Q: 3 clusters Score -5193499 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -5193743.000000 Penalty: 3512.879150
	Iteration 27Q: 3 clusters Score -5193743 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5194004.500000 Penalty: 3512.879150
	Iteration 28Q: 3 clusters Score -5194004 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -5194377.500000 Penalty: 3512.879150
	Iteration 29Q: 3 clusters Score -5194378 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -5194931.500000 Penalty: 3512.879150
	Iteration 30Q: 3 clusters Score -5194932 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5195668.000000 Penalty: 3512.879150
	Iteration 31Q: 3 clusters Score -5195668 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5196660.500000 Penalty: 3512.879150
	Iteration 32Q: 3 clusters Score -5196660 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5197917.000000 Penalty: 3512.879150
	Iteration 33Q: 3 clusters Score -5197917 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5198848.000000 Penalty: 3512.879150
	Iteration 34Q: 3 clusters Score -5198848 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5199294.500000 Penalty: 3512.879150
	Iteration 35Q: 3 clusters Score -5199294 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5199452.500000 Penalty: 3512.879150
	Iteration 36Q: 3 clusters Score -5199452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5199544.000000 Penalty: 3512.879150
	Iteration 37Q: 3 clusters Score -5199544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5199597.000000 Penalty: 3512.879150
	Iteration 38Q: 3 clusters Score -5199597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5199643.500000 Penalty: 3512.879150
	Iteration 39Q: 3 clusters Score -5199644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5199820.500000 Penalty: 3512.879150
	Iteration 40F: 3 clusters Score -5199820 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5200072.000000 Penalty: 3512.879150
	Iteration 41Q: 3 clusters Score -5200072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5200192.500000 Penalty: 3512.879150
	Iteration 42Q: 3 clusters Score -5200192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5200274.000000 Penalty: 3512.879150
	Iteration 43Q: 3 clusters Score -5200274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5200311.000000 Penalty: 3512.879150
	Iteration 44Q: 3 clusters Score -5200311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5200328.500000 Penalty: 3512.879150
	Iteration 45Q: 3 clusters Score -5200328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5200332.000000 Penalty: 3512.879150
	Iteration 46Q: 3 clusters Score -5200332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5200339.500000 Penalty: 3512.879150
	Iteration 47Q: 3 clusters Score -5200340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5200338.000000 Penalty: 3512.879150
	Iteration 48Q: 3 clusters Score -5200338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5200341.000000 Penalty: 3512.879150
	Iteration 49Q: 3 clusters Score -5200341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5200341.000000 Penalty: 3512.879150
	Iteration 50F: 3 clusters Score -5200341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -497942.562500 Penalty: 1373.157227
	Iteration 0F: 2 clusters Score -497942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -494147.062500 Penalty: 2746.314453
	Iteration 0F: 3 clusters Score -494147.1 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -495185.343750 Penalty: 2746.314453
	Iteration 1F: 3 clusters Score -495185.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -495413.562500 Penalty: 2746.314453
	Iteration 2F: 3 clusters Score -495413.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -495637.093750 Penalty: 2746.314453
	Iteration 3F: 3 clusters Score -495637.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -495841.031250 Penalty: 2746.314453
	Iteration 4F: 3 clusters Score -495841 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -495991.093750 Penalty: 2746.314453
	Iteration 5Q: 3 clusters Score -495991.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -496126.625000 Penalty: 2746.314453
	Iteration 6Q: 3 clusters Score -496126.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -496250.875000 Penalty: 2746.314453
	Iteration 7Q: 3 clusters Score -496250.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -496357.093750 Penalty: 2746.314453
	Iteration 8Q: 3 clusters Score -496357.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -496456.718750 Penalty: 2746.314453
	Iteration 9Q: 3 clusters Score -496456.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -496518.406250 Penalty: 2746.314453
	Iteration 10Q: 3 clusters Score -496518.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -496564.687500 Penalty: 2746.314453
	Iteration 11Q: 3 clusters Score -496564.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -496601.406250 Penalty: 2746.314453
	Iteration 12Q: 3 clusters Score -496601.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -496635.781250 Penalty: 2746.314453
	Iteration 13Q: 3 clusters Score -496635.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -496664.562500 Penalty: 2746.314453
	Iteration 14Q: 3 clusters Score -496664.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -496680.906250 Penalty: 2746.314453
	Iteration 15Q: 3 clusters Score -496680.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -496696.218750 Penalty: 2746.314453
	Iteration 16Q: 3 clusters Score -496696.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -496706.218750 Penalty: 2746.314453
	Iteration 17Q: 3 clusters Score -496706.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -496709.812500 Penalty: 2746.314453
	Iteration 18Q: 3 clusters Score -496709.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -496714.343750 Penalty: 2746.314453
	Iteration 19Q: 3 clusters Score -496714.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -496717.437500 Penalty: 2746.314453
	Iteration 20F: 3 clusters Score -496717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -496719.000000 Penalty: 2746.314453
	Iteration 21Q: 3 clusters Score -496719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -496721.812500 Penalty: 2746.314453
	Iteration 22Q: 3 clusters Score -496721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -496723.406250 Penalty: 2746.314453
	Iteration 23Q: 3 clusters Score -496723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -496725.000000 Penalty: 2746.314453
	Iteration 24Q: 3 clusters Score -496725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -496726.718750 Penalty: 2746.314453
	Iteration 25Q: 3 clusters Score -496726.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -496729.125000 Penalty: 2746.314453
	Iteration 26Q: 3 clusters Score -496729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -496730.031250 Penalty: 2746.314453
	Iteration 27Q: 3 clusters Score -496730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -496735.312500 Penalty: 2746.314453
	Iteration 28Q: 3 clusters Score -496735.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -496738.375000 Penalty: 2746.314453
	Iteration 29Q: 3 clusters Score -496738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -496738.468750 Penalty: 2746.314453
	Iteration 30Q: 3 clusters Score -496738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -496739.843750 Penalty: 2746.314453
	Iteration 31Q: 3 clusters Score -496739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -496741.250000 Penalty: 2746.314453
	Iteration 32Q: 3 clusters Score -496741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -496742.531250 Penalty: 2746.314453
	Iteration 33Q: 3 clusters Score -496742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -496743.906250 Penalty: 2746.314453
	Iteration 34Q: 3 clusters Score -496743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -496745.875000 Penalty: 2746.314453
	Iteration 35Q: 3 clusters Score -496745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -496746.375000 Penalty: 2746.314453
	Iteration 36Q: 3 clusters Score -496746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -496748.843750 Penalty: 2746.314453
	Iteration 37Q: 3 clusters Score -496748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -496750.406250 Penalty: 2746.314453
	Iteration 38Q: 3 clusters Score -496750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -496749.968750 Penalty: 2746.314453
	Iteration 39Q: 3 clusters Score -496750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -496749.937500 Penalty: 2746.314453
	Iteration 40F: 3 clusters Score -496749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -496749.718750 Penalty: 2746.314453
	Iteration 41Q: 3 clusters Score -496749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -496749.718750 Penalty: 2746.314453
	Iteration 42F: 3 clusters Score -496749.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (173074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173074 members 
Entering Unmasked Estep 
Score: -18772190.000000 Penalty: 1959.989624
	Iteration 0F: 2 clusters Score -1.877219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -18657860.000000 Penalty: 3919.979248
	Iteration 0F: 3 clusters Score -1.865786e+07 nChanged 83741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -18707204.000000 Penalty: 3919.979248
	Iteration 1F: 3 clusters Score -1.87072e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -18708306.000000 Penalty: 3919.979248
	Iteration 2Q: 3 clusters Score -1.870831e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -18709540.000000 Penalty: 3919.979248
	Iteration 3Q: 3 clusters Score -1.870954e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -18710810.000000 Penalty: 3919.979248
	Iteration 4Q: 3 clusters Score -1.871081e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -18712658.000000 Penalty: 3919.979248
	Iteration 5Q: 3 clusters Score -1.871266e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -18715220.000000 Penalty: 3919.979248
	Iteration 6Q: 3 clusters Score -1.871522e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -18718936.000000 Penalty: 3919.979248
	Iteration 7Q: 3 clusters Score -1.871894e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -18724740.000000 Penalty: 3919.979248
	Iteration 8F: 3 clusters Score -1.872474e+07 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -18732770.000000 Penalty: 3919.979248
	Iteration 9F: 3 clusters Score -1.873277e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -18740718.000000 Penalty: 3919.979248
	Iteration 10F: 3 clusters Score -1.874072e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -18745030.000000 Penalty: 3919.979248
	Iteration 11F: 3 clusters Score -1.874503e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -18746628.000000 Penalty: 3919.979248
	Iteration 12Q: 3 clusters Score -1.874663e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -18747246.000000 Penalty: 3919.979248
	Iteration 13Q: 3 clusters Score -1.874725e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -18747458.000000 Penalty: 3919.979248
	Iteration 14Q: 3 clusters Score -1.874746e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92906 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -18747740.000000 Penalty: 3919.979248
	Iteration 15Q: 3 clusters Score -1.874774e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -18748028.000000 Penalty: 3919.979248
	Iteration 16Q: 3 clusters Score -1.874803e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -18748268.000000 Penalty: 3919.979248
	Iteration 17Q: 3 clusters Score -1.874827e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -18748450.000000 Penalty: 3919.979248
	Iteration 18Q: 3 clusters Score -1.874845e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -18748736.000000 Penalty: 3919.979248
	Iteration 19Q: 3 clusters Score -1.874874e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 76752 members 
Entering Unmasked Estep 
Score: -18748988.000000 Penalty: 3919.979248
	Iteration 20F: 3 clusters Score -1.874899e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -18749318.000000 Penalty: 3919.979248
	Iteration 21Q: 3 clusters Score -1.874932e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -18749598.000000 Penalty: 3919.979248
	Iteration 22Q: 3 clusters Score -1.87496e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -18750000.000000 Penalty: 3919.979248
	Iteration 23Q: 3 clusters Score -1.875e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -18750282.000000 Penalty: 3919.979248
	Iteration 24Q: 3 clusters Score -1.875028e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -18750698.000000 Penalty: 3919.979248
	Iteration 25Q: 3 clusters Score -1.87507e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -18751048.000000 Penalty: 3919.979248
	Iteration 26Q: 3 clusters Score -1.875105e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104090 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -18751674.000000 Penalty: 3919.979248
	Iteration 27Q: 3 clusters Score -1.875167e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -18752128.000000 Penalty: 3919.979248
	Iteration 28Q: 3 clusters Score -1.875213e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -18752664.000000 Penalty: 3919.979248
	Iteration 29Q: 3 clusters Score -1.875266e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -18753148.000000 Penalty: 3919.979248
	Iteration 30Q: 3 clusters Score -1.875315e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -18753666.000000 Penalty: 3919.979248
	Iteration 31Q: 3 clusters Score -1.875367e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -18754142.000000 Penalty: 3919.979248
	Iteration 32Q: 3 clusters Score -1.875414e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112903 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -18754588.000000 Penalty: 3919.979248
	Iteration 33Q: 3 clusters Score -1.875459e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114419 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -18755058.000000 Penalty: 3919.979248
	Iteration 34Q: 3 clusters Score -1.875506e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -18755368.000000 Penalty: 3919.979248
	Iteration 35Q: 3 clusters Score -1.875537e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117476 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -18755758.000000 Penalty: 3919.979248
	Iteration 36Q: 3 clusters Score -1.875576e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -18756066.000000 Penalty: 3919.979248
	Iteration 37Q: 3 clusters Score -1.875607e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120612 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -18756458.000000 Penalty: 3919.979248
	Iteration 38Q: 3 clusters Score -1.875646e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122164 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -18756762.000000 Penalty: 3919.979248
	Iteration 39Q: 3 clusters Score -1.875676e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123787 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -18757082.000000 Penalty: 3919.979248
	Iteration 40F: 3 clusters Score -1.875708e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125472 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -18757426.000000 Penalty: 3919.979248
	Iteration 41Q: 3 clusters Score -1.875743e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127143 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -18757850.000000 Penalty: 3919.979248
	Iteration 42Q: 3 clusters Score -1.875785e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -18758234.000000 Penalty: 3919.979248
	Iteration 43Q: 3 clusters Score -1.875823e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130407 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -18758596.000000 Penalty: 3919.979248
	Iteration 44Q: 3 clusters Score -1.87586e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -18758990.000000 Penalty: 3919.979248
	Iteration 45Q: 3 clusters Score -1.875899e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133722 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -18759454.000000 Penalty: 3919.979248
	Iteration 46Q: 3 clusters Score -1.875945e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135361 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -18759900.000000 Penalty: 3919.979248
	Iteration 47Q: 3 clusters Score -1.87599e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -18760278.000000 Penalty: 3919.979248
	Iteration 48Q: 3 clusters Score -1.876028e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -18760756.000000 Penalty: 3919.979248
	Iteration 49Q: 3 clusters Score -1.876076e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -18761220.000000 Penalty: 3919.979248
	Iteration 50Q: 3 clusters Score -1.876122e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142151 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -18761848.000000 Penalty: 3919.979248
	Iteration 51Q: 3 clusters Score -1.876185e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143878 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -18762402.000000 Penalty: 3919.979248
	Iteration 52Q: 3 clusters Score -1.87624e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145612 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -18763022.000000 Penalty: 3919.979248
	Iteration 53Q: 3 clusters Score -1.876302e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -18763558.000000 Penalty: 3919.979248
	Iteration 54Q: 3 clusters Score -1.876356e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148926 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -18764074.000000 Penalty: 3919.979248
	Iteration 55Q: 3 clusters Score -1.876407e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -18764406.000000 Penalty: 3919.979248
	Iteration 56Q: 3 clusters Score -1.876441e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -18764968.000000 Penalty: 3919.979248
	Iteration 57Q: 3 clusters Score -1.876497e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153327 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -18765476.000000 Penalty: 3919.979248
	Iteration 58Q: 3 clusters Score -1.876548e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154732 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -18765972.000000 Penalty: 3919.979248
	Iteration 59Q: 3 clusters Score -1.876597e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -18766464.000000 Penalty: 3919.979248
	Iteration 60F: 3 clusters Score -1.876646e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157185 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -18766832.000000 Penalty: 3919.979248
	Iteration 61Q: 3 clusters Score -1.876683e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -18767166.000000 Penalty: 3919.979248
	Iteration 62Q: 3 clusters Score -1.876717e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159390 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -18767432.000000 Penalty: 3919.979248
	Iteration 63Q: 3 clusters Score -1.876743e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160419 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -18767862.000000 Penalty: 3919.979248
	Iteration 64Q: 3 clusters Score -1.876786e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161411 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -18768146.000000 Penalty: 3919.979248
	Iteration 65Q: 3 clusters Score -1.876815e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162323 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -18768534.000000 Penalty: 3919.979248
	Iteration 66Q: 3 clusters Score -1.876853e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163189 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -18768920.000000 Penalty: 3919.979248
	Iteration 67Q: 3 clusters Score -1.876892e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -18769268.000000 Penalty: 3919.979248
	Iteration 68Q: 3 clusters Score -1.876927e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164730 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -18769606.000000 Penalty: 3919.979248
	Iteration 69Q: 3 clusters Score -1.876961e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165426 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -18769874.000000 Penalty: 3919.979248
	Iteration 70Q: 3 clusters Score -1.876987e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166102 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -18770196.000000 Penalty: 3919.979248
	Iteration 71Q: 3 clusters Score -1.87702e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166744 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -18770480.000000 Penalty: 3919.979248
	Iteration 72Q: 3 clusters Score -1.877048e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -18770730.000000 Penalty: 3919.979248
	Iteration 73Q: 3 clusters Score -1.877073e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167815 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -18770946.000000 Penalty: 3919.979248
	Iteration 74Q: 3 clusters Score -1.877095e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168279 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -18771102.000000 Penalty: 3919.979248
	Iteration 75Q: 3 clusters Score -1.87711e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -18771244.000000 Penalty: 3919.979248
	Iteration 76Q: 3 clusters Score -1.877124e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169019 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -18771358.000000 Penalty: 3919.979248
	Iteration 77Q: 3 clusters Score -1.877136e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169293 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -18771504.000000 Penalty: 3919.979248
	Iteration 78Q: 3 clusters Score -1.87715e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169502 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -18771576.000000 Penalty: 3919.979248
	Iteration 79Q: 3 clusters Score -1.877158e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169695 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -18771590.000000 Penalty: 3919.979248
	Iteration 80F: 3 clusters Score -1.877159e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169856 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -18771612.000000 Penalty: 3919.979248
	Iteration 81Q: 3 clusters Score -1.877161e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -18771596.000000 Penalty: 3919.979248
	Iteration 82Q: 3 clusters Score -1.87716e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170116 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -18771606.000000 Penalty: 3919.979248
	Iteration 83Q: 3 clusters Score -1.877161e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170211 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -18771672.000000 Penalty: 3919.979248
	Iteration 84Q: 3 clusters Score -1.877167e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -18771682.000000 Penalty: 3919.979248
	Iteration 85Q: 3 clusters Score -1.877168e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170351 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -18771636.000000 Penalty: 3919.979248
	Iteration 86Q: 3 clusters Score -1.877164e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170399 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -18771604.000000 Penalty: 3919.979248
	Iteration 87Q: 3 clusters Score -1.87716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -18771608.000000 Penalty: 3919.979248
	Iteration 88Q: 3 clusters Score -1.877161e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170471 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -18771604.000000 Penalty: 3919.979248
	Iteration 89Q: 3 clusters Score -1.87716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170492 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18771606.000000 Penalty: 3919.979248
	Iteration 90Q: 3 clusters Score -1.877161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170512 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -18771618.000000 Penalty: 3919.979248
	Iteration 91Q: 3 clusters Score -1.877162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170531 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -18771612.000000 Penalty: 3919.979248
	Iteration 92Q: 3 clusters Score -1.877161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -18771598.000000 Penalty: 3919.979248
	Iteration 93Q: 3 clusters Score -1.87716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170564 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -18771610.000000 Penalty: 3919.979248
	Iteration 94Q: 3 clusters Score -1.877161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170577 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -18771600.000000 Penalty: 3919.979248
	Iteration 95Q: 3 clusters Score -1.87716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -18771594.000000 Penalty: 3919.979248
	Iteration 96Q: 3 clusters Score -1.877159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170604 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -18771584.000000 Penalty: 3919.979248
	Iteration 97Q: 3 clusters Score -1.877158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170617 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -18771600.000000 Penalty: 3919.979248
	Iteration 98Q: 3 clusters Score -1.87716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170630 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -18771598.000000 Penalty: 3919.979248
	Iteration 99Q: 3 clusters Score -1.87716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170641 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -18771586.000000 Penalty: 3919.979248
	Iteration 100F: 3 clusters Score -1.877159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -18771602.000000 Penalty: 3919.979248
	Iteration 101Q: 3 clusters Score -1.87716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -18771590.000000 Penalty: 3919.979248
	Iteration 102Q: 3 clusters Score -1.877159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170668 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -18771592.000000 Penalty: 3919.979248
	Iteration 103Q: 3 clusters Score -1.877159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170678 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -18771584.000000 Penalty: 3919.979248
	Iteration 104Q: 3 clusters Score -1.877158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170689 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -18771606.000000 Penalty: 3919.979248
	Iteration 105Q: 3 clusters Score -1.877161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170699 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -18771580.000000 Penalty: 3919.979248
	Iteration 106Q: 3 clusters Score -1.877158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170706 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -18771592.000000 Penalty: 3919.979248
	Iteration 107Q: 3 clusters Score -1.877159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170714 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18771598.000000 Penalty: 3919.979248
	Iteration 108Q: 3 clusters Score -1.87716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170718 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -18771594.000000 Penalty: 3919.979248
	Iteration 109Q: 3 clusters Score -1.877159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -18771604.000000 Penalty: 3919.979248
	Iteration 110Q: 3 clusters Score -1.87716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -18771590.000000 Penalty: 3919.979248
	Iteration 111Q: 3 clusters Score -1.877159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170731 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -18771566.000000 Penalty: 3919.979248
	Iteration 112Q: 3 clusters Score -1.877157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -18771578.000000 Penalty: 3919.979248
	Iteration 113Q: 3 clusters Score -1.877158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170737 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -18771574.000000 Penalty: 3919.979248
	Iteration 114Q: 3 clusters Score -1.877157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -18771582.000000 Penalty: 3919.979248
	Iteration 115Q: 3 clusters Score -1.877158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -18771582.000000 Penalty: 3919.979248
	Iteration 116F: 3 clusters Score -1.877158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108609 members 
Entering Unmasked Estep 
Score: -11800668.000000 Penalty: 1884.270264
	Iteration 0F: 2 clusters Score -1.180067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -11728135.000000 Penalty: 3768.540527
	Iteration 0F: 3 clusters Score -1.172814e+07 nChanged 52088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -11758724.000000 Penalty: 3768.540527
	Iteration 1F: 3 clusters Score -1.175872e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -11759509.000000 Penalty: 3768.540527
	Iteration 2Q: 3 clusters Score -1.175951e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -11760550.000000 Penalty: 3768.540527
	Iteration 3Q: 3 clusters Score -1.176055e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -11762162.000000 Penalty: 3768.540527
	Iteration 4Q: 3 clusters Score -1.176216e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -11764612.000000 Penalty: 3768.540527
	Iteration 5Q: 3 clusters Score -1.176461e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -11768458.000000 Penalty: 3768.540527
	Iteration 6F: 3 clusters Score -1.176846e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -11773916.000000 Penalty: 3768.540527
	Iteration 7F: 3 clusters Score -1.177392e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -11779203.000000 Penalty: 3768.540527
	Iteration 8F: 3 clusters Score -1.17792e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -11782118.000000 Penalty: 3768.540527
	Iteration 9F: 3 clusters Score -1.178212e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -11783216.000000 Penalty: 3768.540527
	Iteration 10Q: 3 clusters Score -1.178322e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -11783790.000000 Penalty: 3768.540527
	Iteration 11Q: 3 clusters Score -1.178379e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -11784221.000000 Penalty: 3768.540527
	Iteration 12Q: 3 clusters Score -1.178422e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -11784692.000000 Penalty: 3768.540527
	Iteration 13Q: 3 clusters Score -1.178469e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -11785266.000000 Penalty: 3768.540527
	Iteration 14Q: 3 clusters Score -1.178527e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -11786002.000000 Penalty: 3768.540527
	Iteration 15Q: 3 clusters Score -1.1786e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -11786830.000000 Penalty: 3768.540527
	Iteration 16Q: 3 clusters Score -1.178683e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -11787882.000000 Penalty: 3768.540527
	Iteration 17Q: 3 clusters Score -1.178788e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -11788975.000000 Penalty: 3768.540527
	Iteration 18Q: 3 clusters Score -1.178898e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -11789930.000000 Penalty: 3768.540527
	Iteration 19Q: 3 clusters Score -1.178993e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -11790888.000000 Penalty: 3768.540527
	Iteration 20F: 3 clusters Score -1.179089e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -11791799.000000 Penalty: 3768.540527
	Iteration 21Q: 3 clusters Score -1.17918e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -11792448.000000 Penalty: 3768.540527
	Iteration 22Q: 3 clusters Score -1.179245e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -11793151.000000 Penalty: 3768.540527
	Iteration 23Q: 3 clusters Score -1.179315e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 78036 members 
Entering Unmasked Estep 
Score: -11793721.000000 Penalty: 3768.540527
	Iteration 24Q: 3 clusters Score -1.179372e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -11794126.000000 Penalty: 3768.540527
	Iteration 25Q: 3 clusters Score -1.179413e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -11794511.000000 Penalty: 3768.540527
	Iteration 26Q: 3 clusters Score -1.179451e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -11794834.000000 Penalty: 3768.540527
	Iteration 27Q: 3 clusters Score -1.179483e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 82677 members 
Entering Unmasked Estep 
Score: -11795128.000000 Penalty: 3768.540527
	Iteration 28Q: 3 clusters Score -1.179513e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -11795362.000000 Penalty: 3768.540527
	Iteration 29Q: 3 clusters Score -1.179536e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -11795593.000000 Penalty: 3768.540527
	Iteration 30Q: 3 clusters Score -1.179559e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -11795789.000000 Penalty: 3768.540527
	Iteration 31Q: 3 clusters Score -1.179579e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -11796007.000000 Penalty: 3768.540527
	Iteration 32Q: 3 clusters Score -1.179601e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -11796209.000000 Penalty: 3768.540527
	Iteration 33Q: 3 clusters Score -1.179621e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -11796327.000000 Penalty: 3768.540527
	Iteration 34Q: 3 clusters Score -1.179633e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -11796435.000000 Penalty: 3768.540527
	Iteration 35Q: 3 clusters Score -1.179644e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -11796567.000000 Penalty: 3768.540527
	Iteration 36Q: 3 clusters Score -1.179657e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -11796655.000000 Penalty: 3768.540527
	Iteration 37Q: 3 clusters Score -1.179666e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -11796741.000000 Penalty: 3768.540527
	Iteration 38Q: 3 clusters Score -1.179674e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -11796903.000000 Penalty: 3768.540527
	Iteration 39Q: 3 clusters Score -1.17969e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -11797040.000000 Penalty: 3768.540527
	Iteration 40F: 3 clusters Score -1.179704e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -11797217.000000 Penalty: 3768.540527
	Iteration 41Q: 3 clusters Score -1.179722e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -11797419.000000 Penalty: 3768.540527
	Iteration 42Q: 3 clusters Score -1.179742e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -11797557.000000 Penalty: 3768.540527
	Iteration 43Q: 3 clusters Score -1.179756e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 94728 members 
Entering Unmasked Estep 
Score: -11797660.000000 Penalty: 3768.540527
	Iteration 44Q: 3 clusters Score -1.179766e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -11797719.000000 Penalty: 3768.540527
	Iteration 45Q: 3 clusters Score -1.179772e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 95689 members 
Entering Unmasked Estep 
Score: -11797769.000000 Penalty: 3768.540527
	Iteration 46Q: 3 clusters Score -1.179777e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
Score: -11797824.000000 Penalty: 3768.540527
	Iteration 47Q: 3 clusters Score -1.179782e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -11797886.000000 Penalty: 3768.540527
	Iteration 48Q: 3 clusters Score -1.179789e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -11797960.000000 Penalty: 3768.540527
	Iteration 49Q: 3 clusters Score -1.179796e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 97231 members 
Entering Unmasked Estep 
Score: -11798027.000000 Penalty: 3768.540527
	Iteration 50Q: 3 clusters Score -1.179803e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -11798040.000000 Penalty: 3768.540527
	Iteration 51Q: 3 clusters Score -1.179804e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -11798114.000000 Penalty: 3768.540527
	Iteration 52Q: 3 clusters Score -1.179811e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -11798141.000000 Penalty: 3768.540527
	Iteration 53Q: 3 clusters Score -1.179814e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -11798186.000000 Penalty: 3768.540527
	Iteration 54Q: 3 clusters Score -1.179819e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -11798192.000000 Penalty: 3768.540527
	Iteration 55Q: 3 clusters Score -1.179819e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -11798254.000000 Penalty: 3768.540527
	Iteration 56Q: 3 clusters Score -1.179825e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -11798263.000000 Penalty: 3768.540527
	Iteration 57Q: 3 clusters Score -1.179826e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 99269 members 
Entering Unmasked Estep 
Score: -11798299.000000 Penalty: 3768.540527
	Iteration 58Q: 3 clusters Score -1.17983e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -11798329.000000 Penalty: 3768.540527
	Iteration 59Q: 3 clusters Score -1.179833e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -11798370.000000 Penalty: 3768.540527
	Iteration 60F: 3 clusters Score -1.179837e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -11798363.000000 Penalty: 3768.540527
	Iteration 61Q: 3 clusters Score -1.179836e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -11798397.000000 Penalty: 3768.540527
	Iteration 62Q: 3 clusters Score -1.17984e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -11798392.000000 Penalty: 3768.540527
	Iteration 63Q: 3 clusters Score -1.179839e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -11798387.000000 Penalty: 3768.540527
	Iteration 64Q: 3 clusters Score -1.179839e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -11798413.000000 Penalty: 3768.540527
	Iteration 65Q: 3 clusters Score -1.179841e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -11798432.000000 Penalty: 3768.540527
	Iteration 66Q: 3 clusters Score -1.179843e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -11798458.000000 Penalty: 3768.540527
	Iteration 67Q: 3 clusters Score -1.179846e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -11798484.000000 Penalty: 3768.540527
	Iteration 68Q: 3 clusters Score -1.179848e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -11798491.000000 Penalty: 3768.540527
	Iteration 69Q: 3 clusters Score -1.179849e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -11798517.000000 Penalty: 3768.540527
	Iteration 70Q: 3 clusters Score -1.179852e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 101166 members 
Entering Unmasked Estep 
Score: -11798495.000000 Penalty: 3768.540527
	Iteration 71Q: 3 clusters Score -1.17985e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -11798532.000000 Penalty: 3768.540527
	Iteration 72Q: 3 clusters Score -1.179853e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -11798544.000000 Penalty: 3768.540527
	Iteration 73Q: 3 clusters Score -1.179854e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -11798576.000000 Penalty: 3768.540527
	Iteration 74Q: 3 clusters Score -1.179858e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -11798561.000000 Penalty: 3768.540527
	Iteration 75Q: 3 clusters Score -1.179856e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -11798558.000000 Penalty: 3768.540527
	Iteration 76Q: 3 clusters Score -1.179856e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -11798577.000000 Penalty: 3768.540527
	Iteration 77Q: 3 clusters Score -1.179858e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
Score: -11798570.000000 Penalty: 3768.540527
	Iteration 78Q: 3 clusters Score -1.179857e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -11798582.000000 Penalty: 3768.540527
	Iteration 79Q: 3 clusters Score -1.179858e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 101901 members 
Entering Unmasked Estep 
Score: -11798590.000000 Penalty: 3768.540527
	Iteration 80F: 3 clusters Score -1.179859e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -11798615.000000 Penalty: 3768.540527
	Iteration 81Q: 3 clusters Score -1.179862e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 102021 members 
Entering Unmasked Estep 
Score: -11798606.000000 Penalty: 3768.540527
	Iteration 82Q: 3 clusters Score -1.179861e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -11798620.000000 Penalty: 3768.540527
	Iteration 83Q: 3 clusters Score -1.179862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -11798645.000000 Penalty: 3768.540527
	Iteration 84Q: 3 clusters Score -1.179864e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 102240 members 
Entering Unmasked Estep 
Score: -11798659.000000 Penalty: 3768.540527
	Iteration 85Q: 3 clusters Score -1.179866e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -11798666.000000 Penalty: 3768.540527
	Iteration 86Q: 3 clusters Score -1.179867e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 102390 members 
Entering Unmasked Estep 
Score: -11798677.000000 Penalty: 3768.540527
	Iteration 87Q: 3 clusters Score -1.179868e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 102476 members 
Entering Unmasked Estep 
Score: -11798686.000000 Penalty: 3768.540527
	Iteration 88Q: 3 clusters Score -1.179869e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -11798682.000000 Penalty: 3768.540527
	Iteration 89Q: 3 clusters Score -1.179868e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -11798700.000000 Penalty: 3768.540527
	Iteration 90Q: 3 clusters Score -1.17987e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -11798703.000000 Penalty: 3768.540527
	Iteration 91Q: 3 clusters Score -1.17987e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
Score: -11798719.000000 Penalty: 3768.540527
	Iteration 92Q: 3 clusters Score -1.179872e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 102859 members 
Entering Unmasked Estep 
Score: -11798713.000000 Penalty: 3768.540527
	Iteration 93Q: 3 clusters Score -1.179871e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -11798714.000000 Penalty: 3768.540527
	Iteration 94Q: 3 clusters Score -1.179871e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 102994 members 
Entering Unmasked Estep 
Score: -11798708.000000 Penalty: 3768.540527
	Iteration 95Q: 3 clusters Score -1.179871e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 103064 members 
Entering Unmasked Estep 
Score: -11798721.000000 Penalty: 3768.540527
	Iteration 96Q: 3 clusters Score -1.179872e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 103128 members 
Entering Unmasked Estep 
Score: -11798731.000000 Penalty: 3768.540527
	Iteration 97Q: 3 clusters Score -1.179873e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -11798746.000000 Penalty: 3768.540527
	Iteration 98Q: 3 clusters Score -1.179875e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -11798742.000000 Penalty: 3768.540527
	Iteration 99Q: 3 clusters Score -1.179874e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -11798731.000000 Penalty: 3768.540527
	Iteration 100F: 3 clusters Score -1.179873e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 103346 members 
Entering Unmasked Estep 
Score: -11798755.000000 Penalty: 3768.540527
	Iteration 101Q: 3 clusters Score -1.179876e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 103409 members 
Entering Unmasked Estep 
Score: -11798742.000000 Penalty: 3768.540527
	Iteration 102Q: 3 clusters Score -1.179874e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
Score: -11798774.000000 Penalty: 3768.540527
	Iteration 103Q: 3 clusters Score -1.179877e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 103542 members 
Entering Unmasked Estep 
Score: -11798779.000000 Penalty: 3768.540527
	Iteration 104Q: 3 clusters Score -1.179878e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 103597 members 
Entering Unmasked Estep 
Score: -11798772.000000 Penalty: 3768.540527
	Iteration 105Q: 3 clusters Score -1.179877e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -11798784.000000 Penalty: 3768.540527
	Iteration 106Q: 3 clusters Score -1.179878e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -11798792.000000 Penalty: 3768.540527
	Iteration 107Q: 3 clusters Score -1.179879e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -11798781.000000 Penalty: 3768.540527
	Iteration 108Q: 3 clusters Score -1.179878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -11798788.000000 Penalty: 3768.540527
	Iteration 109Q: 3 clusters Score -1.179879e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -11798810.000000 Penalty: 3768.540527
	Iteration 110Q: 3 clusters Score -1.179881e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -11798798.000000 Penalty: 3768.540527
	Iteration 111Q: 3 clusters Score -1.17988e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -11798802.000000 Penalty: 3768.540527
	Iteration 112Q: 3 clusters Score -1.17988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -11798810.000000 Penalty: 3768.540527
	Iteration 113Q: 3 clusters Score -1.179881e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -11798803.000000 Penalty: 3768.540527
	Iteration 114Q: 3 clusters Score -1.17988e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -11798795.000000 Penalty: 3768.540527
	Iteration 115Q: 3 clusters Score -1.17988e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -11798768.000000 Penalty: 3768.540527
	Iteration 116Q: 3 clusters Score -1.179877e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -11798781.000000 Penalty: 3768.540527
	Iteration 117Q: 3 clusters Score -1.179878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -11798808.000000 Penalty: 3768.540527
	Iteration 118Q: 3 clusters Score -1.179881e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 104318 members 
Entering Unmasked Estep 
Score: -11798834.000000 Penalty: 3768.540527
	Iteration 119Q: 3 clusters Score -1.179883e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -11798845.000000 Penalty: 3768.540527
	Iteration 120F: 3 clusters Score -1.179884e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -11798860.000000 Penalty: 3768.540527
	Iteration 121Q: 3 clusters Score -1.179886e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 104476 members 
Entering Unmasked Estep 
Score: -11798860.000000 Penalty: 3768.540527
	Iteration 122Q: 3 clusters Score -1.179886e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -11798868.000000 Penalty: 3768.540527
	Iteration 123Q: 3 clusters Score -1.179887e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -11798891.000000 Penalty: 3768.540527
	Iteration 124Q: 3 clusters Score -1.179889e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 104623 members 
Entering Unmasked Estep 
Score: -11798879.000000 Penalty: 3768.540527
	Iteration 125Q: 3 clusters Score -1.179888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
Score: -11798899.000000 Penalty: 3768.540527
	Iteration 126Q: 3 clusters Score -1.17989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -11798881.000000 Penalty: 3768.540527
	Iteration 127Q: 3 clusters Score -1.179888e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -11798892.000000 Penalty: 3768.540527
	Iteration 128Q: 3 clusters Score -1.179889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -11798892.000000 Penalty: 3768.540527
	Iteration 129Q: 3 clusters Score -1.179889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 104779 members 
Entering Unmasked Estep 
Score: -11798877.000000 Penalty: 3768.540527
	Iteration 130Q: 3 clusters Score -1.179888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -11798865.000000 Penalty: 3768.540527
	Iteration 131Q: 3 clusters Score -1.179886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 104820 members 
Entering Unmasked Estep 
Score: -11798868.000000 Penalty: 3768.540527
	Iteration 132Q: 3 clusters Score -1.179887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -11798862.000000 Penalty: 3768.540527
	Iteration 133Q: 3 clusters Score -1.179886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 104855 members 
Entering Unmasked Estep 
Score: -11798880.000000 Penalty: 3768.540527
	Iteration 134Q: 3 clusters Score -1.179888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 104870 members 
Entering Unmasked Estep 
Score: -11798877.000000 Penalty: 3768.540527
	Iteration 135Q: 3 clusters Score -1.179888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -11798899.000000 Penalty: 3768.540527
	Iteration 136Q: 3 clusters Score -1.17989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -11798907.000000 Penalty: 3768.540527
	Iteration 137Q: 3 clusters Score -1.179891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -11798910.000000 Penalty: 3768.540527
	Iteration 138Q: 3 clusters Score -1.179891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -11798919.000000 Penalty: 3768.540527
	Iteration 139Q: 3 clusters Score -1.179892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -11798932.000000 Penalty: 3768.540527
	Iteration 140F: 3 clusters Score -1.179893e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 105018 members 
Entering Unmasked Estep 
Score: -11798947.000000 Penalty: 3768.540527
	Iteration 141Q: 3 clusters Score -1.179895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -11798960.000000 Penalty: 3768.540527
	Iteration 142Q: 3 clusters Score -1.179896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 105090 members 
Entering Unmasked Estep 
Score: -11798963.000000 Penalty: 3768.540527
	Iteration 143Q: 3 clusters Score -1.179896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 105122 members 
Entering Unmasked Estep 
Score: -11798937.000000 Penalty: 3768.540527
	Iteration 144Q: 3 clusters Score -1.179894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
Score: -11798935.000000 Penalty: 3768.540527
	Iteration 145Q: 3 clusters Score -1.179894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -11798943.000000 Penalty: 3768.540527
	Iteration 146Q: 3 clusters Score -1.179894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 105196 members 
Entering Unmasked Estep 
Score: -11798942.000000 Penalty: 3768.540527
	Iteration 147Q: 3 clusters Score -1.179894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -11798943.000000 Penalty: 3768.540527
	Iteration 148Q: 3 clusters Score -1.179894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -11798941.000000 Penalty: 3768.540527
	Iteration 149Q: 3 clusters Score -1.179894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 105258 members 
Entering Unmasked Estep 
Score: -11798958.000000 Penalty: 3768.540527
	Iteration 150Q: 3 clusters Score -1.179896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -11798948.000000 Penalty: 3768.540527
	Iteration 151Q: 3 clusters Score -1.179895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 105305 members 
Entering Unmasked Estep 
Score: -11798948.000000 Penalty: 3768.540527
	Iteration 152Q: 3 clusters Score -1.179895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
Score: -11798945.000000 Penalty: 3768.540527
	Iteration 153Q: 3 clusters Score -1.179894e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -11798934.000000 Penalty: 3768.540527
	Iteration 154Q: 3 clusters Score -1.179893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 105372 members 
Entering Unmasked Estep 
Score: -11798930.000000 Penalty: 3768.540527
	Iteration 155Q: 3 clusters Score -1.179893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 105396 members 
Entering Unmasked Estep 
Score: -11798950.000000 Penalty: 3768.540527
	Iteration 156Q: 3 clusters Score -1.179895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -11798963.000000 Penalty: 3768.540527
	Iteration 157Q: 3 clusters Score -1.179896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -11798975.000000 Penalty: 3768.540527
	Iteration 158Q: 3 clusters Score -1.179898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -11798961.000000 Penalty: 3768.540527
	Iteration 159Q: 3 clusters Score -1.179896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 105476 members 
Entering Unmasked Estep 
Score: -11798971.000000 Penalty: 3768.540527
	Iteration 160F: 3 clusters Score -1.179897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -11798976.000000 Penalty: 3768.540527
	Iteration 161Q: 3 clusters Score -1.179898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -11798954.000000 Penalty: 3768.540527
	Iteration 162Q: 3 clusters Score -1.179895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -11798957.000000 Penalty: 3768.540527
	Iteration 163Q: 3 clusters Score -1.179896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 105577 members 
Entering Unmasked Estep 
Score: -11798955.000000 Penalty: 3768.540527
	Iteration 164Q: 3 clusters Score -1.179896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -11798958.000000 Penalty: 3768.540527
	Iteration 165Q: 3 clusters Score -1.179896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 105613 members 
Entering Unmasked Estep 
Score: -11798969.000000 Penalty: 3768.540527
	Iteration 166Q: 3 clusters Score -1.179897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -11798987.000000 Penalty: 3768.540527
	Iteration 167Q: 3 clusters Score -1.179899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -11798987.000000 Penalty: 3768.540527
	Iteration 168Q: 3 clusters Score -1.179899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 105665 members 
Entering Unmasked Estep 
Score: -11798999.000000 Penalty: 3768.540527
	Iteration 169Q: 3 clusters Score -1.1799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -11799005.000000 Penalty: 3768.540527
	Iteration 170Q: 3 clusters Score -1.1799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -11799007.000000 Penalty: 3768.540527
	Iteration 171Q: 3 clusters Score -1.179901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 105703 members 
Entering Unmasked Estep 
Score: -11799010.000000 Penalty: 3768.540527
	Iteration 172Q: 3 clusters Score -1.179901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -11799011.000000 Penalty: 3768.540527
	Iteration 173Q: 3 clusters Score -1.179901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -11799012.000000 Penalty: 3768.540527
	Iteration 174Q: 3 clusters Score -1.179901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
Score: -11799004.000000 Penalty: 3768.540527
	Iteration 175Q: 3 clusters Score -1.1799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -11798998.000000 Penalty: 3768.540527
	Iteration 176Q: 3 clusters Score -1.1799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -11799006.000000 Penalty: 3768.540527
	Iteration 177Q: 3 clusters Score -1.179901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -11799005.000000 Penalty: 3768.540527
	Iteration 178Q: 3 clusters Score -1.1799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 105813 members 
Entering Unmasked Estep 
Score: -11799009.000000 Penalty: 3768.540527
	Iteration 179Q: 3 clusters Score -1.179901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -11799007.000000 Penalty: 3768.540527
	Iteration 180F: 3 clusters Score -1.179901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -11799007.000000 Penalty: 3768.540527
	Iteration 181Q: 3 clusters Score -1.179901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -11799016.000000 Penalty: 3768.540527
	Iteration 182Q: 3 clusters Score -1.179902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 105870 members 
Entering Unmasked Estep 
Score: -11799016.000000 Penalty: 3768.540527
	Iteration 183Q: 3 clusters Score -1.179902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -11799034.000000 Penalty: 3768.540527
	Iteration 184Q: 3 clusters Score -1.179903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 105895 members 
Entering Unmasked Estep 
Score: -11799027.000000 Penalty: 3768.540527
	Iteration 185Q: 3 clusters Score -1.179903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -11799021.000000 Penalty: 3768.540527
	Iteration 186Q: 3 clusters Score -1.179902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 105928 members 
Entering Unmasked Estep 
Score: -11799028.000000 Penalty: 3768.540527
	Iteration 187Q: 3 clusters Score -1.179903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 105944 members 
Entering Unmasked Estep 
Score: -11799019.000000 Penalty: 3768.540527
	Iteration 188Q: 3 clusters Score -1.179902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -11799034.000000 Penalty: 3768.540527
	Iteration 189Q: 3 clusters Score -1.179903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -11799044.000000 Penalty: 3768.540527
	Iteration 190Q: 3 clusters Score -1.179904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -11799036.000000 Penalty: 3768.540527
	Iteration 191Q: 3 clusters Score -1.179904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -11799040.000000 Penalty: 3768.540527
	Iteration 192Q: 3 clusters Score -1.179904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -11799044.000000 Penalty: 3768.540527
	Iteration 193Q: 3 clusters Score -1.179904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -11799040.000000 Penalty: 3768.540527
	Iteration 194Q: 3 clusters Score -1.179904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -11799047.000000 Penalty: 3768.540527
	Iteration 195Q: 3 clusters Score -1.179905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -11799050.000000 Penalty: 3768.540527
	Iteration 196Q: 3 clusters Score -1.179905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -11799054.000000 Penalty: 3768.540527
	Iteration 197Q: 3 clusters Score -1.179905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -11799062.000000 Penalty: 3768.540527
	Iteration 198Q: 3 clusters Score -1.179906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -11799068.000000 Penalty: 3768.540527
	Iteration 199Q: 3 clusters Score -1.179907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 106152 members 
Entering Unmasked Estep 
Score: -11799076.000000 Penalty: 3768.540527
	Iteration 200F: 3 clusters Score -1.179908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 106167 members 
Entering Unmasked Estep 
Score: -11799068.000000 Penalty: 3768.540527
	Iteration 201Q: 3 clusters Score -1.179907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -11799070.000000 Penalty: 3768.540527
	Iteration 202Q: 3 clusters Score -1.179907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 106208 members 
Entering Unmasked Estep 
Score: -11799071.000000 Penalty: 3768.540527
	Iteration 203Q: 3 clusters Score -1.179907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 106228 members 
Entering Unmasked Estep 
Score: -11799054.000000 Penalty: 3768.540527
	Iteration 204Q: 3 clusters Score -1.179905e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 106257 members 
Entering Unmasked Estep 
Score: -11799048.000000 Penalty: 3768.540527
	Iteration 205Q: 3 clusters Score -1.179905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -11799060.000000 Penalty: 3768.540527
	Iteration 206Q: 3 clusters Score -1.179906e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 106303 members 
Entering Unmasked Estep 
Score: -11799081.000000 Penalty: 3768.540527
	Iteration 207Q: 3 clusters Score -1.179908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -11799090.000000 Penalty: 3768.540527
	Iteration 208Q: 3 clusters Score -1.179909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -11799078.000000 Penalty: 3768.540527
	Iteration 209Q: 3 clusters Score -1.179908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 106331 members 
Entering Unmasked Estep 
Score: -11799079.000000 Penalty: 3768.540527
	Iteration 210Q: 3 clusters Score -1.179908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 106344 members 
Entering Unmasked Estep 
Score: -11799089.000000 Penalty: 3768.540527
	Iteration 211Q: 3 clusters Score -1.179909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -11799103.000000 Penalty: 3768.540527
	Iteration 212Q: 3 clusters Score -1.17991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -11799106.000000 Penalty: 3768.540527
	Iteration 213Q: 3 clusters Score -1.179911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 106389 members 
Entering Unmasked Estep 
Score: -11799104.000000 Penalty: 3768.540527
	Iteration 214Q: 3 clusters Score -1.17991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -11799101.000000 Penalty: 3768.540527
	Iteration 215Q: 3 clusters Score -1.17991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -11799102.000000 Penalty: 3768.540527
	Iteration 216Q: 3 clusters Score -1.17991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 106410 members 
Entering Unmasked Estep 
Score: -11799099.000000 Penalty: 3768.540527
	Iteration 217Q: 3 clusters Score -1.17991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -11799093.000000 Penalty: 3768.540527
	Iteration 218Q: 3 clusters Score -1.179909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 106424 members 
Entering Unmasked Estep 
Score: -11799089.000000 Penalty: 3768.540527
	Iteration 219Q: 3 clusters Score -1.179909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -11799097.000000 Penalty: 3768.540527
	Iteration 220F: 3 clusters Score -1.17991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -11799101.000000 Penalty: 3768.540527
	Iteration 221Q: 3 clusters Score -1.17991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 106447 members 
Entering Unmasked Estep 
Score: -11799101.000000 Penalty: 3768.540527
	Iteration 222Q: 3 clusters Score -1.17991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 106455 members 
Entering Unmasked Estep 
Score: -11799105.000000 Penalty: 3768.540527
	Iteration 223Q: 3 clusters Score -1.17991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 106463 members 
Entering Unmasked Estep 
Score: -11799103.000000 Penalty: 3768.540527
	Iteration 224Q: 3 clusters Score -1.17991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 106473 members 
Entering Unmasked Estep 
Score: -11799103.000000 Penalty: 3768.540527
	Iteration 225Q: 3 clusters Score -1.17991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -11799107.000000 Penalty: 3768.540527
	Iteration 226Q: 3 clusters Score -1.179911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -11799097.000000 Penalty: 3768.540527
	Iteration 227Q: 3 clusters Score -1.17991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -11799092.000000 Penalty: 3768.540527
	Iteration 228Q: 3 clusters Score -1.179909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
Score: -11799093.000000 Penalty: 3768.540527
	Iteration 229Q: 3 clusters Score -1.179909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 106513 members 
Entering Unmasked Estep 
Score: -11799091.000000 Penalty: 3768.540527
	Iteration 230Q: 3 clusters Score -1.179909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 106520 members 
Entering Unmasked Estep 
Score: -11799096.000000 Penalty: 3768.540527
	Iteration 231Q: 3 clusters Score -1.17991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 106529 members 
Entering Unmasked Estep 
Score: -11799100.000000 Penalty: 3768.540527
	Iteration 232Q: 3 clusters Score -1.17991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -11799099.000000 Penalty: 3768.540527
	Iteration 233Q: 3 clusters Score -1.17991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -11799099.000000 Penalty: 3768.540527
	Iteration 234Q: 3 clusters Score -1.17991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -11799092.000000 Penalty: 3768.540527
	Iteration 235Q: 3 clusters Score -1.179909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -11799099.000000 Penalty: 3768.540527
	Iteration 236Q: 3 clusters Score -1.17991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -11799085.000000 Penalty: 3768.540527
	Iteration 237Q: 3 clusters Score -1.179908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 106582 members 
Entering Unmasked Estep 
Score: -11799103.000000 Penalty: 3768.540527
	Iteration 238Q: 3 clusters Score -1.17991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 106600 members 
Entering Unmasked Estep 
Score: -11799105.000000 Penalty: 3768.540527
	Iteration 239Q: 3 clusters Score -1.17991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -11799112.000000 Penalty: 3768.540527
	Iteration 240F: 3 clusters Score -1.179911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 106636 members 
Entering Unmasked Estep 
Score: -11799120.000000 Penalty: 3768.540527
	Iteration 241Q: 3 clusters Score -1.179912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 106654 members 
Entering Unmasked Estep 
Score: -11799126.000000 Penalty: 3768.540527
	Iteration 242Q: 3 clusters Score -1.179913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -11799133.000000 Penalty: 3768.540527
	Iteration 243Q: 3 clusters Score -1.179913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -11799141.000000 Penalty: 3768.540527
	Iteration 244Q: 3 clusters Score -1.179914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 106703 members 
Entering Unmasked Estep 
Score: -11799139.000000 Penalty: 3768.540527
	Iteration 245Q: 3 clusters Score -1.179914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -11799147.000000 Penalty: 3768.540527
	Iteration 246Q: 3 clusters Score -1.179915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -11799143.000000 Penalty: 3768.540527
	Iteration 247Q: 3 clusters Score -1.179914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -11799148.000000 Penalty: 3768.540527
	Iteration 248Q: 3 clusters Score -1.179915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -11799142.000000 Penalty: 3768.540527
	Iteration 249Q: 3 clusters Score -1.179914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -11799140.000000 Penalty: 3768.540527
	Iteration 250Q: 3 clusters Score -1.179914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -11799144.000000 Penalty: 3768.540527
	Iteration 251Q: 3 clusters Score -1.179914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 106731 members 
Entering Unmasked Estep 
Score: -11799148.000000 Penalty: 3768.540527
	Iteration 252Q: 3 clusters Score -1.179915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -11799162.000000 Penalty: 3768.540527
	Iteration 253Q: 3 clusters Score -1.179916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 106746 members 
Entering Unmasked Estep 
Score: -11799157.000000 Penalty: 3768.540527
	Iteration 254Q: 3 clusters Score -1.179916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -11799154.000000 Penalty: 3768.540527
	Iteration 255Q: 3 clusters Score -1.179915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 106767 members 
Entering Unmasked Estep 
Score: -11799154.000000 Penalty: 3768.540527
	Iteration 256Q: 3 clusters Score -1.179915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -11799156.000000 Penalty: 3768.540527
	Iteration 257Q: 3 clusters Score -1.179916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -11799158.000000 Penalty: 3768.540527
	Iteration 258Q: 3 clusters Score -1.179916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 106802 members 
Entering Unmasked Estep 
Score: -11799155.000000 Penalty: 3768.540527
	Iteration 259Q: 3 clusters Score -1.179916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -11799149.000000 Penalty: 3768.540527
	Iteration 260F: 3 clusters Score -1.179915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -11799159.000000 Penalty: 3768.540527
	Iteration 261Q: 3 clusters Score -1.179916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -11799161.000000 Penalty: 3768.540527
	Iteration 262Q: 3 clusters Score -1.179916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 106836 members 
Entering Unmasked Estep 
Score: -11799167.000000 Penalty: 3768.540527
	Iteration 263Q: 3 clusters Score -1.179917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 106844 members 
Entering Unmasked Estep 
Score: -11799166.000000 Penalty: 3768.540527
	Iteration 264Q: 3 clusters Score -1.179917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -11799174.000000 Penalty: 3768.540527
	Iteration 265Q: 3 clusters Score -1.179917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 106852 members 
Entering Unmasked Estep 
Score: -11799178.000000 Penalty: 3768.540527
	Iteration 266Q: 3 clusters Score -1.179918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -11799168.000000 Penalty: 3768.540527
	Iteration 267Q: 3 clusters Score -1.179917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -11799169.000000 Penalty: 3768.540527
	Iteration 268Q: 3 clusters Score -1.179917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -11799168.000000 Penalty: 3768.540527
	Iteration 269Q: 3 clusters Score -1.179917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -11799168.000000 Penalty: 3768.540527
	Iteration 270F: 3 clusters Score -1.179917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -91137.289062 Penalty: 1104.846558
	Iteration 0F: 2 clusters Score -91137.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89769.843750 Penalty: 2209.693115
	Iteration 0F: 3 clusters Score -89769.84 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89971.453125 Penalty: 2209.693115
	Iteration 1F: 3 clusters Score -89971.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90047.015625 Penalty: 2209.693115
	Iteration 2F: 3 clusters Score -90047.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90072.507812 Penalty: 2209.693115
	Iteration 3Q: 3 clusters Score -90072.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90083.000000 Penalty: 2209.693115
	Iteration 4Q: 3 clusters Score -90083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90090.617188 Penalty: 2209.693115
	Iteration 5Q: 3 clusters Score -90090.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90098.265625 Penalty: 2209.693115
	Iteration 6Q: 3 clusters Score -90098.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90102.281250 Penalty: 2209.693115
	Iteration 7Q: 3 clusters Score -90102.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90106.960938 Penalty: 2209.693115
	Iteration 8Q: 3 clusters Score -90106.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90115.390625 Penalty: 2209.693115
	Iteration 9Q: 3 clusters Score -90115.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90120.226562 Penalty: 2209.693115
	Iteration 10Q: 3 clusters Score -90120.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90123.898438 Penalty: 2209.693115
	Iteration 11Q: 3 clusters Score -90123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90125.898438 Penalty: 2209.693115
	Iteration 12Q: 3 clusters Score -90125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90130.921875 Penalty: 2209.693115
	Iteration 13Q: 3 clusters Score -90130.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90134.375000 Penalty: 2209.693115
	Iteration 14Q: 3 clusters Score -90134.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90135.937500 Penalty: 2209.693115
	Iteration 15Q: 3 clusters Score -90135.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90136.468750 Penalty: 2209.693115
	Iteration 16Q: 3 clusters Score -90136.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90136.468750 Penalty: 2209.693115
	Iteration 17F: 3 clusters Score -90136.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Entering Unmasked Estep 
Score: -7175946.000000 Penalty: 1802.351074
	Iteration 0F: 2 clusters Score -7175946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -7132057.500000 Penalty: 3604.702148
	Iteration 0F: 3 clusters Score -7132058 nChanged 30849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -7149717.500000 Penalty: 3604.702148
	Iteration 1F: 3 clusters Score -7149718 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -7150240.000000 Penalty: 3604.702148
	Iteration 2Q: 3 clusters Score -7150240 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -7150892.000000 Penalty: 3604.702148
	Iteration 3Q: 3 clusters Score -7150892 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -7151746.500000 Penalty: 3604.702148
	Iteration 4Q: 3 clusters Score -7151746 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7152911.500000 Penalty: 3604.702148
	Iteration 5Q: 3 clusters Score -7152912 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -7154920.000000 Penalty: 3604.702148
	Iteration 6F: 3 clusters Score -7154920 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -7157826.500000 Penalty: 3604.702148
	Iteration 7F: 3 clusters Score -7157826 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -7161904.500000 Penalty: 3604.702148
	Iteration 8F: 3 clusters Score -7161904 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -7166277.000000 Penalty: 3604.702148
	Iteration 9F: 3 clusters Score -7166277 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -7169396.500000 Penalty: 3604.702148
	Iteration 10F: 3 clusters Score -7169396 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -7170889.500000 Penalty: 3604.702148
	Iteration 11Q: 3 clusters Score -7170890 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -7171666.500000 Penalty: 3604.702148
	Iteration 12Q: 3 clusters Score -7171666 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7172157.000000 Penalty: 3604.702148
	Iteration 13Q: 3 clusters Score -7172157 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -7172559.500000 Penalty: 3604.702148
	Iteration 14Q: 3 clusters Score -7172560 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -7172843.000000 Penalty: 3604.702148
	Iteration 15Q: 3 clusters Score -7172843 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -7173059.000000 Penalty: 3604.702148
	Iteration 16Q: 3 clusters Score -7173059 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -7173281.500000 Penalty: 3604.702148
	Iteration 17Q: 3 clusters Score -7173282 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -7173500.500000 Penalty: 3604.702148
	Iteration 18Q: 3 clusters Score -7173500 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -7173657.000000 Penalty: 3604.702148
	Iteration 19Q: 3 clusters Score -7173657 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -7173811.000000 Penalty: 3604.702148
	Iteration 20F: 3 clusters Score -7173811 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -7173961.500000 Penalty: 3604.702148
	Iteration 21Q: 3 clusters Score -7173962 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -7174047.000000 Penalty: 3604.702148
	Iteration 22Q: 3 clusters Score -7174047 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -7174145.000000 Penalty: 3604.702148
	Iteration 23Q: 3 clusters Score -7174145 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -7174250.000000 Penalty: 3604.702148
	Iteration 24Q: 3 clusters Score -7174250 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -7174346.000000 Penalty: 3604.702148
	Iteration 25Q: 3 clusters Score -7174346 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -7174396.000000 Penalty: 3604.702148
	Iteration 26Q: 3 clusters Score -7174396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -7174453.000000 Penalty: 3604.702148
	Iteration 27Q: 3 clusters Score -7174453 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -7174471.500000 Penalty: 3604.702148
	Iteration 28Q: 3 clusters Score -7174472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -7174503.000000 Penalty: 3604.702148
	Iteration 29Q: 3 clusters Score -7174503 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -7174514.500000 Penalty: 3604.702148
	Iteration 30Q: 3 clusters Score -7174514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -7174529.500000 Penalty: 3604.702148
	Iteration 31Q: 3 clusters Score -7174530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -7174530.000000 Penalty: 3604.702148
	Iteration 32Q: 3 clusters Score -7174530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -7174528.000000 Penalty: 3604.702148
	Iteration 33Q: 3 clusters Score -7174528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -7174540.500000 Penalty: 3604.702148
	Iteration 34Q: 3 clusters Score -7174540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -7174557.000000 Penalty: 3604.702148
	Iteration 35Q: 3 clusters Score -7174557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -7174557.500000 Penalty: 3604.702148
	Iteration 36Q: 3 clusters Score -7174558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -7174557.500000 Penalty: 3604.702148
	Iteration 37Q: 3 clusters Score -7174558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -7174581.000000 Penalty: 3604.702148
	Iteration 38Q: 3 clusters Score -7174581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -7174592.500000 Penalty: 3604.702148
	Iteration 39Q: 3 clusters Score -7174592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -7174608.500000 Penalty: 3604.702148
	Iteration 40F: 3 clusters Score -7174608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -7174609.500000 Penalty: 3604.702148
	Iteration 41Q: 3 clusters Score -7174610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -7174624.000000 Penalty: 3604.702148
	Iteration 42Q: 3 clusters Score -7174624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -7174639.500000 Penalty: 3604.702148
	Iteration 43Q: 3 clusters Score -7174640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -7174639.500000 Penalty: 3604.702148
	Iteration 44Q: 3 clusters Score -7174640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -7174644.000000 Penalty: 3604.702148
	Iteration 45Q: 3 clusters Score -7174644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -7174654.500000 Penalty: 3604.702148
	Iteration 46Q: 3 clusters Score -7174654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -7174660.000000 Penalty: 3604.702148
	Iteration 47Q: 3 clusters Score -7174660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -7174658.500000 Penalty: 3604.702148
	Iteration 48Q: 3 clusters Score -7174658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -7174655.500000 Penalty: 3604.702148
	Iteration 49Q: 3 clusters Score -7174656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -7174654.000000 Penalty: 3604.702148
	Iteration 50Q: 3 clusters Score -7174654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -7174660.000000 Penalty: 3604.702148
	Iteration 51Q: 3 clusters Score -7174660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -7174657.500000 Penalty: 3604.702148
	Iteration 52Q: 3 clusters Score -7174658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -7174662.000000 Penalty: 3604.702148
	Iteration 53Q: 3 clusters Score -7174662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -7174664.000000 Penalty: 3604.702148
	Iteration 54Q: 3 clusters Score -7174664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -7174667.000000 Penalty: 3604.702148
	Iteration 55Q: 3 clusters Score -7174667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -7174665.500000 Penalty: 3604.702148
	Iteration 56Q: 3 clusters Score -7174666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -7174661.500000 Penalty: 3604.702148
	Iteration 57Q: 3 clusters Score -7174662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -7174662.000000 Penalty: 3604.702148
	Iteration 58Q: 3 clusters Score -7174662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -7174662.500000 Penalty: 3604.702148
	Iteration 59Q: 3 clusters Score -7174662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -7174660.500000 Penalty: 3604.702148
	Iteration 60F: 3 clusters Score -7174660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -7174660.000000 Penalty: 3604.702148
	Iteration 61Q: 3 clusters Score -7174660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -7174653.500000 Penalty: 3604.702148
	Iteration 62Q: 3 clusters Score -7174654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -7174666.000000 Penalty: 3604.702148
	Iteration 63Q: 3 clusters Score -7174666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -7174671.500000 Penalty: 3604.702148
	Iteration 64Q: 3 clusters Score -7174672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -7174675.000000 Penalty: 3604.702148
	Iteration 65Q: 3 clusters Score -7174675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -7174674.500000 Penalty: 3604.702148
	Iteration 66Q: 3 clusters Score -7174674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -7174684.500000 Penalty: 3604.702148
	Iteration 67Q: 3 clusters Score -7174684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -7174684.000000 Penalty: 3604.702148
	Iteration 68Q: 3 clusters Score -7174684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -7174688.500000 Penalty: 3604.702148
	Iteration 69Q: 3 clusters Score -7174688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -7174690.000000 Penalty: 3604.702148
	Iteration 70Q: 3 clusters Score -7174690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -7174701.000000 Penalty: 3604.702148
	Iteration 71Q: 3 clusters Score -7174701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -7174697.000000 Penalty: 3604.702148
	Iteration 72Q: 3 clusters Score -7174697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -7174696.000000 Penalty: 3604.702148
	Iteration 73Q: 3 clusters Score -7174696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -7174691.000000 Penalty: 3604.702148
	Iteration 74Q: 3 clusters Score -7174691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -7174699.000000 Penalty: 3604.702148
	Iteration 75Q: 3 clusters Score -7174699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -7174707.000000 Penalty: 3604.702148
	Iteration 76Q: 3 clusters Score -7174707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -7174705.000000 Penalty: 3604.702148
	Iteration 77Q: 3 clusters Score -7174705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -7174701.500000 Penalty: 3604.702148
	Iteration 78Q: 3 clusters Score -7174702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -7174695.500000 Penalty: 3604.702148
	Iteration 79Q: 3 clusters Score -7174696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -7174696.500000 Penalty: 3604.702148
	Iteration 80F: 3 clusters Score -7174696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -7174702.000000 Penalty: 3604.702148
	Iteration 81Q: 3 clusters Score -7174702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -7174696.000000 Penalty: 3604.702148
	Iteration 82Q: 3 clusters Score -7174696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -7174701.000000 Penalty: 3604.702148
	Iteration 83Q: 3 clusters Score -7174701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -7174704.000000 Penalty: 3604.702148
	Iteration 84Q: 3 clusters Score -7174704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -7174706.000000 Penalty: 3604.702148
	Iteration 85Q: 3 clusters Score -7174706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -7174702.500000 Penalty: 3604.702148
	Iteration 86Q: 3 clusters Score -7174702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -7174702.500000 Penalty: 3604.702148
	Iteration 87F: 3 clusters Score -7174702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -229391.875000 Penalty: 1248.478271
	Iteration 0F: 2 clusters Score -229391.9 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 1082 members 
Entering Unmasked Estep 
Score: -227184.671875 Penalty: 2496.956543
	Iteration 0F: 3 clusters Score -227184.7 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -227684.015625 Penalty: 2496.956543
	Iteration 1F: 3 clusters Score -227684 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227828.656250 Penalty: 2496.956543
	Iteration 2F: 3 clusters Score -227828.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -227951.187500 Penalty: 2496.956543
	Iteration 3F: 3 clusters Score -227951.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -228053.140625 Penalty: 2496.956543
	Iteration 4F: 3 clusters Score -228053.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -228135.625000 Penalty: 2496.956543
	Iteration 5Q: 3 clusters Score -228135.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -228214.375000 Penalty: 2496.956543
	Iteration 6Q: 3 clusters Score -228214.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -228305.500000 Penalty: 2496.956543
	Iteration 7Q: 3 clusters Score -228305.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -228404.921875 Penalty: 2496.956543
	Iteration 8Q: 3 clusters Score -228404.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -228513.671875 Penalty: 2496.956543
	Iteration 9Q: 3 clusters Score -228513.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -228626.218750 Penalty: 2496.956543
	Iteration 10Q: 3 clusters Score -228626.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -228723.515625 Penalty: 2496.956543
	Iteration 11Q: 3 clusters Score -228723.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -228769.421875 Penalty: 2496.956543
	Iteration 12Q: 3 clusters Score -228769.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -228798.718750 Penalty: 2496.956543
	Iteration 13Q: 3 clusters Score -228798.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228817.453125 Penalty: 2496.956543
	Iteration 14Q: 3 clusters Score -228817.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228828.593750 Penalty: 2496.956543
	Iteration 15Q: 3 clusters Score -228828.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -228838.156250 Penalty: 2496.956543
	Iteration 16Q: 3 clusters Score -228838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -228840.218750 Penalty: 2496.956543
	Iteration 17Q: 3 clusters Score -228840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -228841.046875 Penalty: 2496.956543
	Iteration 18Q: 3 clusters Score -228841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -228841.250000 Penalty: 2496.956543
	Iteration 19Q: 3 clusters Score -228841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -228842.421875 Penalty: 2496.956543
	Iteration 20F: 3 clusters Score -228842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -228843.343750 Penalty: 2496.956543
	Iteration 21Q: 3 clusters Score -228843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -228843.343750 Penalty: 2496.956543
	Iteration 22F: 3 clusters Score -228843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Entering Unmasked Estep 
Score: -4498569.000000 Penalty: 1730.661255
	Iteration 0F: 2 clusters Score -4498569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -4470298.500000 Penalty: 3461.322510
	Iteration 0F: 3 clusters Score -4470298 nChanged 19672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4481750.000000 Penalty: 3461.322510
	Iteration 1F: 3 clusters Score -4481750 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -4482510.000000 Penalty: 3461.322510
	Iteration 2Q: 3 clusters Score -4482510 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -4483718.000000 Penalty: 3461.322510
	Iteration 3F: 3 clusters Score -4483718 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -4485622.000000 Penalty: 3461.322510
	Iteration 4F: 3 clusters Score -4485622 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4488545.500000 Penalty: 3461.322510
	Iteration 5F: 3 clusters Score -4488546 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -4492085.500000 Penalty: 3461.322510
	Iteration 6F: 3 clusters Score -4492086 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -4494831.500000 Penalty: 3461.322510
	Iteration 7F: 3 clusters Score -4494832 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -4496318.000000 Penalty: 3461.322510
	Iteration 8Q: 3 clusters Score -4496318 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -4496854.500000 Penalty: 3461.322510
	Iteration 9Q: 3 clusters Score -4496854 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -4497073.000000 Penalty: 3461.322510
	Iteration 10Q: 3 clusters Score -4497073 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -4497187.000000 Penalty: 3461.322510
	Iteration 11Q: 3 clusters Score -4497187 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -4497274.000000 Penalty: 3461.322510
	Iteration 12Q: 3 clusters Score -4497274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -4497317.500000 Penalty: 3461.322510
	Iteration 13Q: 3 clusters Score -4497318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -4497346.000000 Penalty: 3461.322510
	Iteration 14Q: 3 clusters Score -4497346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -4497371.000000 Penalty: 3461.322510
	Iteration 15Q: 3 clusters Score -4497371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -4497380.000000 Penalty: 3461.322510
	Iteration 16Q: 3 clusters Score -4497380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4497387.000000 Penalty: 3461.322510
	Iteration 17Q: 3 clusters Score -4497387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -4497398.500000 Penalty: 3461.322510
	Iteration 18Q: 3 clusters Score -4497398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -4497403.500000 Penalty: 3461.322510
	Iteration 19Q: 3 clusters Score -4497404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -4497406.500000 Penalty: 3461.322510
	Iteration 20F: 3 clusters Score -4497406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -4497416.000000 Penalty: 3461.322510
	Iteration 21Q: 3 clusters Score -4497416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4497415.000000 Penalty: 3461.322510
	Iteration 22Q: 3 clusters Score -4497415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4497420.000000 Penalty: 3461.322510
	Iteration 23Q: 3 clusters Score -4497420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -4497419.000000 Penalty: 3461.322510
	Iteration 24Q: 3 clusters Score -4497419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4497419.500000 Penalty: 3461.322510
	Iteration 25Q: 3 clusters Score -4497420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -4497422.000000 Penalty: 3461.322510
	Iteration 26Q: 3 clusters Score -4497422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -4497414.000000 Penalty: 3461.322510
	Iteration 27Q: 3 clusters Score -4497414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4497419.000000 Penalty: 3461.322510
	Iteration 28Q: 3 clusters Score -4497419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -4497417.500000 Penalty: 3461.322510
	Iteration 29Q: 3 clusters Score -4497418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -4497417.500000 Penalty: 3461.322510
	Iteration 30F: 3 clusters Score -4497418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (174876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174876 members 
Entering Unmasked Estep 
Score: -18969740.000000 Penalty: 1961.672852
	Iteration 0F: 2 clusters Score -1.896974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87181 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -18855048.000000 Penalty: 3923.345703
	Iteration 0F: 3 clusters Score -1.885505e+07 nChanged 84630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 92735 members 
Entering Unmasked Estep 
Score: -18904940.000000 Penalty: 3923.345703
	Iteration 1F: 3 clusters Score -1.890494e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -18906434.000000 Penalty: 3923.345703
	Iteration 2Q: 3 clusters Score -1.890643e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -18908960.000000 Penalty: 3923.345703
	Iteration 3Q: 3 clusters Score -1.890896e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -18913746.000000 Penalty: 3923.345703
	Iteration 4F: 3 clusters Score -1.891375e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 117731 members 
Entering Unmasked Estep 
Score: -18921802.000000 Penalty: 3923.345703
	Iteration 5F: 3 clusters Score -1.89218e+07 nChanged 14187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 129918 members 
Entering Unmasked Estep 
Score: -18933758.000000 Penalty: 3923.345703
	Iteration 6F: 3 clusters Score -1.893376e+07 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 141031 members 
Entering Unmasked Estep 
Score: -18946084.000000 Penalty: 3923.345703
	Iteration 7F: 3 clusters Score -1.894608e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 148618 members 
Entering Unmasked Estep 
Score: -18955268.000000 Penalty: 3923.345703
	Iteration 8F: 3 clusters Score -1.895527e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 152882 members 
Entering Unmasked Estep 
Score: -18960318.000000 Penalty: 3923.345703
	Iteration 9Q: 3 clusters Score -1.896032e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 155630 members 
Entering Unmasked Estep 
Score: -18962734.000000 Penalty: 3923.345703
	Iteration 10Q: 3 clusters Score -1.896273e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 157733 members 
Entering Unmasked Estep 
Score: -18963966.000000 Penalty: 3923.345703
	Iteration 11Q: 3 clusters Score -1.896397e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 159502 members 
Entering Unmasked Estep 
Score: -18964800.000000 Penalty: 3923.345703
	Iteration 12Q: 3 clusters Score -1.89648e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 161036 members 
Entering Unmasked Estep 
Score: -18965502.000000 Penalty: 3923.345703
	Iteration 13Q: 3 clusters Score -1.89655e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 162410 members 
Entering Unmasked Estep 
Score: -18966188.000000 Penalty: 3923.345703
	Iteration 14Q: 3 clusters Score -1.896619e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 163644 members 
Entering Unmasked Estep 
Score: -18966710.000000 Penalty: 3923.345703
	Iteration 15Q: 3 clusters Score -1.896671e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 164786 members 
Entering Unmasked Estep 
Score: -18967018.000000 Penalty: 3923.345703
	Iteration 16Q: 3 clusters Score -1.896702e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 165857 members 
Entering Unmasked Estep 
Score: -18967506.000000 Penalty: 3923.345703
	Iteration 17Q: 3 clusters Score -1.896751e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -18967840.000000 Penalty: 3923.345703
	Iteration 18Q: 3 clusters Score -1.896784e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -18968080.000000 Penalty: 3923.345703
	Iteration 19Q: 3 clusters Score -1.896808e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 168555 members 
Entering Unmasked Estep 
Score: -18968292.000000 Penalty: 3923.345703
	Iteration 20F: 3 clusters Score -1.896829e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 169292 members 
Entering Unmasked Estep 
Score: -18968532.000000 Penalty: 3923.345703
	Iteration 21Q: 3 clusters Score -1.896853e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 169910 members 
Entering Unmasked Estep 
Score: -18968604.000000 Penalty: 3923.345703
	Iteration 22Q: 3 clusters Score -1.89686e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 170454 members 
Entering Unmasked Estep 
Score: -18968654.000000 Penalty: 3923.345703
	Iteration 23Q: 3 clusters Score -1.896865e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -18968756.000000 Penalty: 3923.345703
	Iteration 24Q: 3 clusters Score -1.896876e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 171325 members 
Entering Unmasked Estep 
Score: -18968832.000000 Penalty: 3923.345703
	Iteration 25Q: 3 clusters Score -1.896883e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 171689 members 
Entering Unmasked Estep 
Score: -18968892.000000 Penalty: 3923.345703
	Iteration 26Q: 3 clusters Score -1.896889e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 172006 members 
Entering Unmasked Estep 
Score: -18968888.000000 Penalty: 3923.345703
	Iteration 27Q: 3 clusters Score -1.896889e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 172284 members 
Entering Unmasked Estep 
Score: -18968822.000000 Penalty: 3923.345703
	Iteration 28Q: 3 clusters Score -1.896882e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 172498 members 
Entering Unmasked Estep 
Score: -18968772.000000 Penalty: 3923.345703
	Iteration 29Q: 3 clusters Score -1.896877e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 172693 members 
Entering Unmasked Estep 
Score: -18968796.000000 Penalty: 3923.345703
	Iteration 30Q: 3 clusters Score -1.89688e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 172862 members 
Entering Unmasked Estep 
Score: -18968824.000000 Penalty: 3923.345703
	Iteration 31Q: 3 clusters Score -1.896882e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 172996 members 
Entering Unmasked Estep 
Score: -18968776.000000 Penalty: 3923.345703
	Iteration 32Q: 3 clusters Score -1.896878e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 173106 members 
Entering Unmasked Estep 
Score: -18968770.000000 Penalty: 3923.345703
	Iteration 33Q: 3 clusters Score -1.896877e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 173186 members 
Entering Unmasked Estep 
Score: -18968762.000000 Penalty: 3923.345703
	Iteration 34Q: 3 clusters Score -1.896876e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 173241 members 
Entering Unmasked Estep 
Score: -18968746.000000 Penalty: 3923.345703
	Iteration 35Q: 3 clusters Score -1.896875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 173291 members 
Entering Unmasked Estep 
Score: -18968760.000000 Penalty: 3923.345703
	Iteration 36Q: 3 clusters Score -1.896876e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -18968772.000000 Penalty: 3923.345703
	Iteration 37Q: 3 clusters Score -1.896877e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 173403 members 
Entering Unmasked Estep 
Score: -18968768.000000 Penalty: 3923.345703
	Iteration 38Q: 3 clusters Score -1.896877e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 173442 members 
Entering Unmasked Estep 
Score: -18968712.000000 Penalty: 3923.345703
	Iteration 39Q: 3 clusters Score -1.896871e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 173471 members 
Entering Unmasked Estep 
Score: -18968686.000000 Penalty: 3923.345703
	Iteration 40F: 3 clusters Score -1.896869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 173492 members 
Entering Unmasked Estep 
Score: -18968712.000000 Penalty: 3923.345703
	Iteration 41Q: 3 clusters Score -1.896871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 173514 members 
Entering Unmasked Estep 
Score: -18968680.000000 Penalty: 3923.345703
	Iteration 42Q: 3 clusters Score -1.896868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 173543 members 
Entering Unmasked Estep 
Score: -18968684.000000 Penalty: 3923.345703
	Iteration 43Q: 3 clusters Score -1.896868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 173568 members 
Entering Unmasked Estep 
Score: -18968674.000000 Penalty: 3923.345703
	Iteration 44Q: 3 clusters Score -1.896867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 173587 members 
Entering Unmasked Estep 
Score: -18968670.000000 Penalty: 3923.345703
	Iteration 45Q: 3 clusters Score -1.896867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 173605 members 
Entering Unmasked Estep 
Score: -18968676.000000 Penalty: 3923.345703
	Iteration 46Q: 3 clusters Score -1.896868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 173625 members 
Entering Unmasked Estep 
Score: -18968674.000000 Penalty: 3923.345703
	Iteration 47Q: 3 clusters Score -1.896867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 173641 members 
Entering Unmasked Estep 
Score: -18968668.000000 Penalty: 3923.345703
	Iteration 48Q: 3 clusters Score -1.896867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 173654 members 
Entering Unmasked Estep 
Score: -18968672.000000 Penalty: 3923.345703
	Iteration 49Q: 3 clusters Score -1.896867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 173665 members 
Entering Unmasked Estep 
Score: -18968676.000000 Penalty: 3923.345703
	Iteration 50Q: 3 clusters Score -1.896868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 173673 members 
Entering Unmasked Estep 
Score: -18968674.000000 Penalty: 3923.345703
	Iteration 51Q: 3 clusters Score -1.896867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 173683 members 
Entering Unmasked Estep 
Score: -18968668.000000 Penalty: 3923.345703
	Iteration 52Q: 3 clusters Score -1.896867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -18968670.000000 Penalty: 3923.345703
	Iteration 53Q: 3 clusters Score -1.896867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 173709 members 
Entering Unmasked Estep 
Score: -18968670.000000 Penalty: 3923.345703
	Iteration 54Q: 3 clusters Score -1.896867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 173719 members 
Entering Unmasked Estep 
Score: -18968664.000000 Penalty: 3923.345703
	Iteration 55Q: 3 clusters Score -1.896866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 173727 members 
Entering Unmasked Estep 
Score: -18968660.000000 Penalty: 3923.345703
	Iteration 56Q: 3 clusters Score -1.896866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 173736 members 
Entering Unmasked Estep 
Score: -18968656.000000 Penalty: 3923.345703
	Iteration 57Q: 3 clusters Score -1.896866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 173735 members 
Entering Unmasked Estep 
Score: -18968654.000000 Penalty: 3923.345703
	Iteration 58Q: 3 clusters Score -1.896865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 173737 members 
Entering Unmasked Estep 
Score: -18968650.000000 Penalty: 3923.345703
	Iteration 59Q: 3 clusters Score -1.896865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -18968648.000000 Penalty: 3923.345703
	Iteration 60F: 3 clusters Score -1.896865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 173743 members 
Entering Unmasked Estep 
Score: -18968642.000000 Penalty: 3923.345703
	Iteration 61Q: 3 clusters Score -1.896864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 173743 members 
Entering Unmasked Estep 
Score: -18968648.000000 Penalty: 3923.345703
	Iteration 62Q: 3 clusters Score -1.896865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 173744 members 
Entering Unmasked Estep 
Score: -18968652.000000 Penalty: 3923.345703
	Iteration 63Q: 3 clusters Score -1.896865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 173745 members 
Entering Unmasked Estep 
Score: -18968652.000000 Penalty: 3923.345703
	Iteration 64Q: 3 clusters Score -1.896865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 173745 members 
Entering Unmasked Estep 
Score: -18968652.000000 Penalty: 3923.345703
	Iteration 65F: 3 clusters Score -1.896865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (176875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176875 members 
Entering Unmasked Estep 
Score: -19158222.000000 Penalty: 1963.519775
	Iteration 0F: 2 clusters Score -1.915822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -19040954.000000 Penalty: 3927.039551
	Iteration 0F: 3 clusters Score -1.904095e+07 nChanged 85632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -19091022.000000 Penalty: 3927.039551
	Iteration 1F: 3 clusters Score -1.909102e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -19092122.000000 Penalty: 3927.039551
	Iteration 2Q: 3 clusters Score -1.909212e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -19093382.000000 Penalty: 3927.039551
	Iteration 3Q: 3 clusters Score -1.909338e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -19095272.000000 Penalty: 3927.039551
	Iteration 4Q: 3 clusters Score -1.909527e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -19097852.000000 Penalty: 3927.039551
	Iteration 5Q: 3 clusters Score -1.909785e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -19102526.000000 Penalty: 3927.039551
	Iteration 6Q: 3 clusters Score -1.910253e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
Score: -19109960.000000 Penalty: 3927.039551
	Iteration 7F: 3 clusters Score -1.910996e+07 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -19119656.000000 Penalty: 3927.039551
	Iteration 8F: 3 clusters Score -1.911966e+07 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 111589 members 
Entering Unmasked Estep 
Score: -19128196.000000 Penalty: 3927.039551
	Iteration 9F: 3 clusters Score -1.91282e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 113108 members 
Entering Unmasked Estep 
Score: -19132100.000000 Penalty: 3927.039551
	Iteration 10F: 3 clusters Score -1.91321e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 114213 members 
Entering Unmasked Estep 
Score: -19133418.000000 Penalty: 3927.039551
	Iteration 11Q: 3 clusters Score -1.913342e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -19134214.000000 Penalty: 3927.039551
	Iteration 12Q: 3 clusters Score -1.913421e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 116150 members 
Entering Unmasked Estep 
Score: -19134912.000000 Penalty: 3927.039551
	Iteration 13Q: 3 clusters Score -1.913491e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -19135730.000000 Penalty: 3927.039551
	Iteration 14Q: 3 clusters Score -1.913573e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 117896 members 
Entering Unmasked Estep 
Score: -19136406.000000 Penalty: 3927.039551
	Iteration 15Q: 3 clusters Score -1.913641e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -19136974.000000 Penalty: 3927.039551
	Iteration 16Q: 3 clusters Score -1.913697e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 119479 members 
Entering Unmasked Estep 
Score: -19137542.000000 Penalty: 3927.039551
	Iteration 17Q: 3 clusters Score -1.913754e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -19138002.000000 Penalty: 3927.039551
	Iteration 18Q: 3 clusters Score -1.9138e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 120781 members 
Entering Unmasked Estep 
Score: -19138386.000000 Penalty: 3927.039551
	Iteration 19Q: 3 clusters Score -1.913839e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -19138808.000000 Penalty: 3927.039551
	Iteration 20F: 3 clusters Score -1.913881e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -19139190.000000 Penalty: 3927.039551
	Iteration 21Q: 3 clusters Score -1.913919e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 122467 members 
Entering Unmasked Estep 
Score: -19139396.000000 Penalty: 3927.039551
	Iteration 22Q: 3 clusters Score -1.91394e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 123064 members 
Entering Unmasked Estep 
Score: -19139640.000000 Penalty: 3927.039551
	Iteration 23Q: 3 clusters Score -1.913964e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 123613 members 
Entering Unmasked Estep 
Score: -19139866.000000 Penalty: 3927.039551
	Iteration 24Q: 3 clusters Score -1.913987e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -19140072.000000 Penalty: 3927.039551
	Iteration 25Q: 3 clusters Score -1.914007e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 124605 members 
Entering Unmasked Estep 
Score: -19140242.000000 Penalty: 3927.039551
	Iteration 26Q: 3 clusters Score -1.914024e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 125128 members 
Entering Unmasked Estep 
Score: -19140466.000000 Penalty: 3927.039551
	Iteration 27Q: 3 clusters Score -1.914047e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 125711 members 
Entering Unmasked Estep 
Score: -19140590.000000 Penalty: 3927.039551
	Iteration 28Q: 3 clusters Score -1.914059e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 126352 members 
Entering Unmasked Estep 
Score: -19140784.000000 Penalty: 3927.039551
	Iteration 29Q: 3 clusters Score -1.914078e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 126997 members 
Entering Unmasked Estep 
Score: -19140862.000000 Penalty: 3927.039551
	Iteration 30Q: 3 clusters Score -1.914086e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 127620 members 
Entering Unmasked Estep 
Score: -19141056.000000 Penalty: 3927.039551
	Iteration 31Q: 3 clusters Score -1.914106e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 128248 members 
Entering Unmasked Estep 
Score: -19141268.000000 Penalty: 3927.039551
	Iteration 32Q: 3 clusters Score -1.914127e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 128892 members 
Entering Unmasked Estep 
Score: -19141510.000000 Penalty: 3927.039551
	Iteration 33Q: 3 clusters Score -1.914151e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 129567 members 
Entering Unmasked Estep 
Score: -19141710.000000 Penalty: 3927.039551
	Iteration 34Q: 3 clusters Score -1.914171e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -19141916.000000 Penalty: 3927.039551
	Iteration 35Q: 3 clusters Score -1.914192e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 131073 members 
Entering Unmasked Estep 
Score: -19142176.000000 Penalty: 3927.039551
	Iteration 36Q: 3 clusters Score -1.914218e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 131863 members 
Entering Unmasked Estep 
Score: -19142412.000000 Penalty: 3927.039551
	Iteration 37Q: 3 clusters Score -1.914241e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 132724 members 
Entering Unmasked Estep 
Score: -19142674.000000 Penalty: 3927.039551
	Iteration 38Q: 3 clusters Score -1.914267e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 133616 members 
Entering Unmasked Estep 
Score: -19142962.000000 Penalty: 3927.039551
	Iteration 39Q: 3 clusters Score -1.914296e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 134470 members 
Entering Unmasked Estep 
Score: -19143216.000000 Penalty: 3927.039551
	Iteration 40F: 3 clusters Score -1.914322e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 135338 members 
Entering Unmasked Estep 
Score: -19143454.000000 Penalty: 3927.039551
	Iteration 41Q: 3 clusters Score -1.914345e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 136172 members 
Entering Unmasked Estep 
Score: -19143650.000000 Penalty: 3927.039551
	Iteration 42Q: 3 clusters Score -1.914365e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 137005 members 
Entering Unmasked Estep 
Score: -19143916.000000 Penalty: 3927.039551
	Iteration 43Q: 3 clusters Score -1.914392e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 137807 members 
Entering Unmasked Estep 
Score: -19144120.000000 Penalty: 3927.039551
	Iteration 44Q: 3 clusters Score -1.914412e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 138623 members 
Entering Unmasked Estep 
Score: -19144332.000000 Penalty: 3927.039551
	Iteration 45Q: 3 clusters Score -1.914433e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 139447 members 
Entering Unmasked Estep 
Score: -19144564.000000 Penalty: 3927.039551
	Iteration 46Q: 3 clusters Score -1.914456e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 140258 members 
Entering Unmasked Estep 
Score: -19144808.000000 Penalty: 3927.039551
	Iteration 47Q: 3 clusters Score -1.914481e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 141069 members 
Entering Unmasked Estep 
Score: -19145104.000000 Penalty: 3927.039551
	Iteration 48Q: 3 clusters Score -1.91451e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 141807 members 
Entering Unmasked Estep 
Score: -19145284.000000 Penalty: 3927.039551
	Iteration 49Q: 3 clusters Score -1.914528e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 142548 members 
Entering Unmasked Estep 
Score: -19145492.000000 Penalty: 3927.039551
	Iteration 50Q: 3 clusters Score -1.914549e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 143300 members 
Entering Unmasked Estep 
Score: -19145748.000000 Penalty: 3927.039551
	Iteration 51Q: 3 clusters Score -1.914575e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 144082 members 
Entering Unmasked Estep 
Score: -19145980.000000 Penalty: 3927.039551
	Iteration 52Q: 3 clusters Score -1.914598e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -19146156.000000 Penalty: 3927.039551
	Iteration 53Q: 3 clusters Score -1.914616e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 145573 members 
Entering Unmasked Estep 
Score: -19146296.000000 Penalty: 3927.039551
	Iteration 54Q: 3 clusters Score -1.91463e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 146306 members 
Entering Unmasked Estep 
Score: -19146452.000000 Penalty: 3927.039551
	Iteration 55Q: 3 clusters Score -1.914645e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 146989 members 
Entering Unmasked Estep 
Score: -19146596.000000 Penalty: 3927.039551
	Iteration 56Q: 3 clusters Score -1.91466e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 147692 members 
Entering Unmasked Estep 
Score: -19146718.000000 Penalty: 3927.039551
	Iteration 57Q: 3 clusters Score -1.914672e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 148426 members 
Entering Unmasked Estep 
Score: -19146950.000000 Penalty: 3927.039551
	Iteration 58Q: 3 clusters Score -1.914695e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 149162 members 
Entering Unmasked Estep 
Score: -19147086.000000 Penalty: 3927.039551
	Iteration 59Q: 3 clusters Score -1.914709e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 149865 members 
Entering Unmasked Estep 
Score: -19147226.000000 Penalty: 3927.039551
	Iteration 60F: 3 clusters Score -1.914723e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 150542 members 
Entering Unmasked Estep 
Score: -19147404.000000 Penalty: 3927.039551
	Iteration 61Q: 3 clusters Score -1.91474e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -19147568.000000 Penalty: 3927.039551
	Iteration 62Q: 3 clusters Score -1.914757e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 151825 members 
Entering Unmasked Estep 
Score: -19147798.000000 Penalty: 3927.039551
	Iteration 63Q: 3 clusters Score -1.91478e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 152450 members 
Entering Unmasked Estep 
Score: -19147952.000000 Penalty: 3927.039551
	Iteration 64Q: 3 clusters Score -1.914795e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 153070 members 
Entering Unmasked Estep 
Score: -19148148.000000 Penalty: 3927.039551
	Iteration 65Q: 3 clusters Score -1.914815e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -19148324.000000 Penalty: 3927.039551
	Iteration 66Q: 3 clusters Score -1.914832e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -19148450.000000 Penalty: 3927.039551
	Iteration 67Q: 3 clusters Score -1.914845e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -19148680.000000 Penalty: 3927.039551
	Iteration 68Q: 3 clusters Score -1.914868e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -19148866.000000 Penalty: 3927.039551
	Iteration 69Q: 3 clusters Score -1.914887e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -19149138.000000 Penalty: 3927.039551
	Iteration 70Q: 3 clusters Score -1.914914e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 157291 members 
Entering Unmasked Estep 
Score: -19149324.000000 Penalty: 3927.039551
	Iteration 71Q: 3 clusters Score -1.914932e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -19149532.000000 Penalty: 3927.039551
	Iteration 72Q: 3 clusters Score -1.914953e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 158674 members 
Entering Unmasked Estep 
Score: -19149676.000000 Penalty: 3927.039551
	Iteration 73Q: 3 clusters Score -1.914968e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 159343 members 
Entering Unmasked Estep 
Score: -19149840.000000 Penalty: 3927.039551
	Iteration 74Q: 3 clusters Score -1.914984e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -19150014.000000 Penalty: 3927.039551
	Iteration 75Q: 3 clusters Score -1.915001e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -19150234.000000 Penalty: 3927.039551
	Iteration 76Q: 3 clusters Score -1.915023e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 161371 members 
Entering Unmasked Estep 
Score: -19150436.000000 Penalty: 3927.039551
	Iteration 77Q: 3 clusters Score -1.915044e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 162026 members 
Entering Unmasked Estep 
Score: -19150660.000000 Penalty: 3927.039551
	Iteration 78Q: 3 clusters Score -1.915066e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 162670 members 
Entering Unmasked Estep 
Score: -19150818.000000 Penalty: 3927.039551
	Iteration 79Q: 3 clusters Score -1.915082e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -19151146.000000 Penalty: 3927.039551
	Iteration 80F: 3 clusters Score -1.915115e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 163905 members 
Entering Unmasked Estep 
Score: -19151388.000000 Penalty: 3927.039551
	Iteration 81Q: 3 clusters Score -1.915139e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -19151714.000000 Penalty: 3927.039551
	Iteration 82Q: 3 clusters Score -1.915171e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 165149 members 
Entering Unmasked Estep 
Score: -19152084.000000 Penalty: 3927.039551
	Iteration 83Q: 3 clusters Score -1.915208e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 165759 members 
Entering Unmasked Estep 
Score: -19152306.000000 Penalty: 3927.039551
	Iteration 84Q: 3 clusters Score -1.915231e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 166363 members 
Entering Unmasked Estep 
Score: -19152630.000000 Penalty: 3927.039551
	Iteration 85Q: 3 clusters Score -1.915263e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -19153018.000000 Penalty: 3927.039551
	Iteration 86Q: 3 clusters Score -1.915302e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 167530 members 
Entering Unmasked Estep 
Score: -19153180.000000 Penalty: 3927.039551
	Iteration 87Q: 3 clusters Score -1.915318e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 168082 members 
Entering Unmasked Estep 
Score: -19153416.000000 Penalty: 3927.039551
	Iteration 88Q: 3 clusters Score -1.915342e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -19153756.000000 Penalty: 3927.039551
	Iteration 89Q: 3 clusters Score -1.915376e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -19153986.000000 Penalty: 3927.039551
	Iteration 90Q: 3 clusters Score -1.915399e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -19154156.000000 Penalty: 3927.039551
	Iteration 91Q: 3 clusters Score -1.915416e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -19154384.000000 Penalty: 3927.039551
	Iteration 92Q: 3 clusters Score -1.915438e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 170750 members 
Entering Unmasked Estep 
Score: -19154696.000000 Penalty: 3927.039551
	Iteration 93Q: 3 clusters Score -1.91547e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -19154920.000000 Penalty: 3927.039551
	Iteration 94Q: 3 clusters Score -1.915492e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 171708 members 
Entering Unmasked Estep 
Score: -19155090.000000 Penalty: 3927.039551
	Iteration 95Q: 3 clusters Score -1.915509e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 172147 members 
Entering Unmasked Estep 
Score: -19155330.000000 Penalty: 3927.039551
	Iteration 96Q: 3 clusters Score -1.915533e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 172561 members 
Entering Unmasked Estep 
Score: -19155500.000000 Penalty: 3927.039551
	Iteration 97Q: 3 clusters Score -1.91555e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 172953 members 
Entering Unmasked Estep 
Score: -19155646.000000 Penalty: 3927.039551
	Iteration 98Q: 3 clusters Score -1.915565e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 173307 members 
Entering Unmasked Estep 
Score: -19155800.000000 Penalty: 3927.039551
	Iteration 99Q: 3 clusters Score -1.91558e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 173627 members 
Entering Unmasked Estep 
Score: -19155928.000000 Penalty: 3927.039551
	Iteration 100F: 3 clusters Score -1.915593e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -19156022.000000 Penalty: 3927.039551
	Iteration 101Q: 3 clusters Score -1.915602e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 174103 members 
Entering Unmasked Estep 
Score: -19156138.000000 Penalty: 3927.039551
	Iteration 102Q: 3 clusters Score -1.915614e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 174284 members 
Entering Unmasked Estep 
Score: -19156184.000000 Penalty: 3927.039551
	Iteration 103Q: 3 clusters Score -1.915618e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 174447 members 
Entering Unmasked Estep 
Score: -19156204.000000 Penalty: 3927.039551
	Iteration 104Q: 3 clusters Score -1.91562e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 174612 members 
Entering Unmasked Estep 
Score: -19156308.000000 Penalty: 3927.039551
	Iteration 105Q: 3 clusters Score -1.915631e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 174748 members 
Entering Unmasked Estep 
Score: -19156318.000000 Penalty: 3927.039551
	Iteration 106Q: 3 clusters Score -1.915632e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -19156344.000000 Penalty: 3927.039551
	Iteration 107Q: 3 clusters Score -1.915634e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 175002 members 
Entering Unmasked Estep 
Score: -19156414.000000 Penalty: 3927.039551
	Iteration 108Q: 3 clusters Score -1.915641e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 175123 members 
Entering Unmasked Estep 
Score: -19156460.000000 Penalty: 3927.039551
	Iteration 109Q: 3 clusters Score -1.915646e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -19156532.000000 Penalty: 3927.039551
	Iteration 110Q: 3 clusters Score -1.915653e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 175318 members 
Entering Unmasked Estep 
Score: -19156574.000000 Penalty: 3927.039551
	Iteration 111Q: 3 clusters Score -1.915657e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 175404 members 
Entering Unmasked Estep 
Score: -19156590.000000 Penalty: 3927.039551
	Iteration 112Q: 3 clusters Score -1.915659e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 175472 members 
Entering Unmasked Estep 
Score: -19156616.000000 Penalty: 3927.039551
	Iteration 113Q: 3 clusters Score -1.915662e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 175526 members 
Entering Unmasked Estep 
Score: -19156656.000000 Penalty: 3927.039551
	Iteration 114Q: 3 clusters Score -1.915666e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 175582 members 
Entering Unmasked Estep 
Score: -19156652.000000 Penalty: 3927.039551
	Iteration 115Q: 3 clusters Score -1.915665e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -19156678.000000 Penalty: 3927.039551
	Iteration 116Q: 3 clusters Score -1.915668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 175668 members 
Entering Unmasked Estep 
Score: -19156704.000000 Penalty: 3927.039551
	Iteration 117Q: 3 clusters Score -1.91567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 175707 members 
Entering Unmasked Estep 
Score: -19156712.000000 Penalty: 3927.039551
	Iteration 118Q: 3 clusters Score -1.915671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 175751 members 
Entering Unmasked Estep 
Score: -19156746.000000 Penalty: 3927.039551
	Iteration 119Q: 3 clusters Score -1.915675e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 175793 members 
Entering Unmasked Estep 
Score: -19156768.000000 Penalty: 3927.039551
	Iteration 120F: 3 clusters Score -1.915677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 175822 members 
Entering Unmasked Estep 
Score: -19156748.000000 Penalty: 3927.039551
	Iteration 121Q: 3 clusters Score -1.915675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 175852 members 
Entering Unmasked Estep 
Score: -19156794.000000 Penalty: 3927.039551
	Iteration 122Q: 3 clusters Score -1.915679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 175876 members 
Entering Unmasked Estep 
Score: -19156824.000000 Penalty: 3927.039551
	Iteration 123Q: 3 clusters Score -1.915682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 175888 members 
Entering Unmasked Estep 
Score: -19156842.000000 Penalty: 3927.039551
	Iteration 124Q: 3 clusters Score -1.915684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 175903 members 
Entering Unmasked Estep 
Score: -19156856.000000 Penalty: 3927.039551
	Iteration 125Q: 3 clusters Score -1.915686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 175921 members 
Entering Unmasked Estep 
Score: -19156872.000000 Penalty: 3927.039551
	Iteration 126Q: 3 clusters Score -1.915687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -19156842.000000 Penalty: 3927.039551
	Iteration 127Q: 3 clusters Score -1.915684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 175945 members 
Entering Unmasked Estep 
Score: -19156840.000000 Penalty: 3927.039551
	Iteration 128Q: 3 clusters Score -1.915684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 175953 members 
Entering Unmasked Estep 
Score: -19156864.000000 Penalty: 3927.039551
	Iteration 129Q: 3 clusters Score -1.915686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 175958 members 
Entering Unmasked Estep 
Score: -19156840.000000 Penalty: 3927.039551
	Iteration 130Q: 3 clusters Score -1.915684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 175957 members 
Entering Unmasked Estep 
Score: -19156844.000000 Penalty: 3927.039551
	Iteration 131Q: 3 clusters Score -1.915684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 175958 members 
Entering Unmasked Estep 
Score: -19156846.000000 Penalty: 3927.039551
	Iteration 132Q: 3 clusters Score -1.915685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -19156848.000000 Penalty: 3927.039551
	Iteration 133Q: 3 clusters Score -1.915685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -19156850.000000 Penalty: 3927.039551
	Iteration 134Q: 3 clusters Score -1.915685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -19156850.000000 Penalty: 3927.039551
	Iteration 135F: 3 clusters Score -1.915685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Entering Unmasked Estep 
Score: -3535066.250000 Penalty: 1686.518066
	Iteration 0F: 2 clusters Score -3535066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3513443.500000 Penalty: 3373.036133
	Iteration 0F: 3 clusters Score -3513444 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3522418.000000 Penalty: 3373.036133
	Iteration 1F: 3 clusters Score -3522418 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3523238.500000 Penalty: 3373.036133
	Iteration 2F: 3 clusters Score -3523238 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3524192.500000 Penalty: 3373.036133
	Iteration 3F: 3 clusters Score -3524192 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3525368.750000 Penalty: 3373.036133
	Iteration 4F: 3 clusters Score -3525369 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3526833.500000 Penalty: 3373.036133
	Iteration 5F: 3 clusters Score -3526834 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3528364.000000 Penalty: 3373.036133
	Iteration 6F: 3 clusters Score -3528364 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3529377.000000 Penalty: 3373.036133
	Iteration 7F: 3 clusters Score -3529377 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3529850.000000 Penalty: 3373.036133
	Iteration 8Q: 3 clusters Score -3529850 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3530038.250000 Penalty: 3373.036133
	Iteration 9Q: 3 clusters Score -3530038 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3530164.250000 Penalty: 3373.036133
	Iteration 10Q: 3 clusters Score -3530164 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3530257.000000 Penalty: 3373.036133
	Iteration 11Q: 3 clusters Score -3530257 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3530337.500000 Penalty: 3373.036133
	Iteration 12Q: 3 clusters Score -3530338 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3530389.000000 Penalty: 3373.036133
	Iteration 13Q: 3 clusters Score -3530389 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3530434.250000 Penalty: 3373.036133
	Iteration 14Q: 3 clusters Score -3530434 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3530507.000000 Penalty: 3373.036133
	Iteration 15Q: 3 clusters Score -3530507 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3530577.250000 Penalty: 3373.036133
	Iteration 16Q: 3 clusters Score -3530577 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3530635.750000 Penalty: 3373.036133
	Iteration 17Q: 3 clusters Score -3530636 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3530719.000000 Penalty: 3373.036133
	Iteration 18Q: 3 clusters Score -3530719 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3530784.500000 Penalty: 3373.036133
	Iteration 19Q: 3 clusters Score -3530784 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3530830.250000 Penalty: 3373.036133
	Iteration 20F: 3 clusters Score -3530830 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3530876.750000 Penalty: 3373.036133
	Iteration 21Q: 3 clusters Score -3530877 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3530917.000000 Penalty: 3373.036133
	Iteration 22Q: 3 clusters Score -3530917 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3530964.500000 Penalty: 3373.036133
	Iteration 23Q: 3 clusters Score -3530964 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3531028.250000 Penalty: 3373.036133
	Iteration 24Q: 3 clusters Score -3531028 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3531060.500000 Penalty: 3373.036133
	Iteration 25Q: 3 clusters Score -3531060 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3531123.750000 Penalty: 3373.036133
	Iteration 26Q: 3 clusters Score -3531124 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3531175.000000 Penalty: 3373.036133
	Iteration 27Q: 3 clusters Score -3531175 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3531242.000000 Penalty: 3373.036133
	Iteration 28Q: 3 clusters Score -3531242 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3531307.500000 Penalty: 3373.036133
	Iteration 29Q: 3 clusters Score -3531308 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3531364.250000 Penalty: 3373.036133
	Iteration 30Q: 3 clusters Score -3531364 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3531417.500000 Penalty: 3373.036133
	Iteration 31Q: 3 clusters Score -3531418 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3531483.750000 Penalty: 3373.036133
	Iteration 32Q: 3 clusters Score -3531484 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3531546.250000 Penalty: 3373.036133
	Iteration 33Q: 3 clusters Score -3531546 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3531604.000000 Penalty: 3373.036133
	Iteration 34Q: 3 clusters Score -3531604 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3531681.250000 Penalty: 3373.036133
	Iteration 35Q: 3 clusters Score -3531681 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3531717.500000 Penalty: 3373.036133
	Iteration 36Q: 3 clusters Score -3531718 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3531760.500000 Penalty: 3373.036133
	Iteration 37Q: 3 clusters Score -3531760 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3531790.250000 Penalty: 3373.036133
	Iteration 38Q: 3 clusters Score -3531790 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3531847.250000 Penalty: 3373.036133
	Iteration 39Q: 3 clusters Score -3531847 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3531890.250000 Penalty: 3373.036133
	Iteration 40F: 3 clusters Score -3531890 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3531949.500000 Penalty: 3373.036133
	Iteration 41Q: 3 clusters Score -3531950 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3531992.500000 Penalty: 3373.036133
	Iteration 42Q: 3 clusters Score -3531992 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3532072.250000 Penalty: 3373.036133
	Iteration 43Q: 3 clusters Score -3532072 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3532146.750000 Penalty: 3373.036133
	Iteration 44Q: 3 clusters Score -3532147 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3532213.250000 Penalty: 3373.036133
	Iteration 45Q: 3 clusters Score -3532213 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3532262.000000 Penalty: 3373.036133
	Iteration 46Q: 3 clusters Score -3532262 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3532321.250000 Penalty: 3373.036133
	Iteration 47Q: 3 clusters Score -3532321 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3532401.000000 Penalty: 3373.036133
	Iteration 48Q: 3 clusters Score -3532401 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3532487.750000 Penalty: 3373.036133
	Iteration 49Q: 3 clusters Score -3532488 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3532568.750000 Penalty: 3373.036133
	Iteration 50Q: 3 clusters Score -3532569 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3532674.750000 Penalty: 3373.036133
	Iteration 51Q: 3 clusters Score -3532675 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3532796.000000 Penalty: 3373.036133
	Iteration 52Q: 3 clusters Score -3532796 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3532918.250000 Penalty: 3373.036133
	Iteration 53Q: 3 clusters Score -3532918 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3533022.250000 Penalty: 3373.036133
	Iteration 54Q: 3 clusters Score -3533022 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3533140.000000 Penalty: 3373.036133
	Iteration 55Q: 3 clusters Score -3533140 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3533202.000000 Penalty: 3373.036133
	Iteration 56Q: 3 clusters Score -3533202 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3533292.000000 Penalty: 3373.036133
	Iteration 57Q: 3 clusters Score -3533292 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3533374.750000 Penalty: 3373.036133
	Iteration 58Q: 3 clusters Score -3533375 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3533446.000000 Penalty: 3373.036133
	Iteration 59Q: 3 clusters Score -3533446 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3533522.250000 Penalty: 3373.036133
	Iteration 60F: 3 clusters Score -3533522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3533590.500000 Penalty: 3373.036133
	Iteration 61Q: 3 clusters Score -3533590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3533641.750000 Penalty: 3373.036133
	Iteration 62Q: 3 clusters Score -3533642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3533686.250000 Penalty: 3373.036133
	Iteration 63Q: 3 clusters Score -3533686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3533721.500000 Penalty: 3373.036133
	Iteration 64Q: 3 clusters Score -3533722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3533735.500000 Penalty: 3373.036133
	Iteration 65Q: 3 clusters Score -3533736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3533743.250000 Penalty: 3373.036133
	Iteration 66Q: 3 clusters Score -3533743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3533746.250000 Penalty: 3373.036133
	Iteration 67Q: 3 clusters Score -3533746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3533761.250000 Penalty: 3373.036133
	Iteration 68Q: 3 clusters Score -3533761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3533760.500000 Penalty: 3373.036133
	Iteration 69Q: 3 clusters Score -3533760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3533774.250000 Penalty: 3373.036133
	Iteration 70Q: 3 clusters Score -3533774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3533774.250000 Penalty: 3373.036133
	Iteration 71Q: 3 clusters Score -3533774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3533771.250000 Penalty: 3373.036133
	Iteration 72Q: 3 clusters Score -3533771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3533781.750000 Penalty: 3373.036133
	Iteration 73Q: 3 clusters Score -3533782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3533783.500000 Penalty: 3373.036133
	Iteration 74Q: 3 clusters Score -3533784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3533781.500000 Penalty: 3373.036133
	Iteration 75Q: 3 clusters Score -3533782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3533787.500000 Penalty: 3373.036133
	Iteration 76Q: 3 clusters Score -3533788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3533789.250000 Penalty: 3373.036133
	Iteration 77Q: 3 clusters Score -3533789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3533788.500000 Penalty: 3373.036133
	Iteration 78Q: 3 clusters Score -3533788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3533792.500000 Penalty: 3373.036133
	Iteration 79Q: 3 clusters Score -3533792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3533792.500000 Penalty: 3373.036133
	Iteration 80F: 3 clusters Score -3533792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3533795.250000 Penalty: 3373.036133
	Iteration 81Q: 3 clusters Score -3533795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3533795.750000 Penalty: 3373.036133
	Iteration 82Q: 3 clusters Score -3533796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3533795.750000 Penalty: 3373.036133
	Iteration 83F: 3 clusters Score -3533796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -501720.906250 Penalty: 1368.468262
	Iteration 0F: 2 clusters Score -501720.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -498008.812500 Penalty: 2736.936523
	Iteration 0F: 3 clusters Score -498008.8 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -498977.187500 Penalty: 2736.936523
	Iteration 1F: 3 clusters Score -498977.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -499151.968750 Penalty: 2736.936523
	Iteration 2F: 3 clusters Score -499152 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -499259.250000 Penalty: 2736.936523
	Iteration 3Q: 3 clusters Score -499259.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -499335.187500 Penalty: 2736.936523
	Iteration 4Q: 3 clusters Score -499335.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -499397.375000 Penalty: 2736.936523
	Iteration 5Q: 3 clusters Score -499397.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -499456.031250 Penalty: 2736.936523
	Iteration 6Q: 3 clusters Score -499456 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -499521.187500 Penalty: 2736.936523
	Iteration 7Q: 3 clusters Score -499521.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -499570.593750 Penalty: 2736.936523
	Iteration 8Q: 3 clusters Score -499570.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -499612.000000 Penalty: 2736.936523
	Iteration 9Q: 3 clusters Score -499612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -499651.031250 Penalty: 2736.936523
	Iteration 10Q: 3 clusters Score -499651 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -499691.843750 Penalty: 2736.936523
	Iteration 11Q: 3 clusters Score -499691.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -499722.375000 Penalty: 2736.936523
	Iteration 12Q: 3 clusters Score -499722.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -499761.562500 Penalty: 2736.936523
	Iteration 13Q: 3 clusters Score -499761.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -499798.218750 Penalty: 2736.936523
	Iteration 14Q: 3 clusters Score -499798.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -499838.593750 Penalty: 2736.936523
	Iteration 15Q: 3 clusters Score -499838.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -499885.062500 Penalty: 2736.936523
	Iteration 16Q: 3 clusters Score -499885.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -499927.500000 Penalty: 2736.936523
	Iteration 17Q: 3 clusters Score -499927.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -499983.750000 Penalty: 2736.936523
	Iteration 18Q: 3 clusters Score -499983.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -500030.343750 Penalty: 2736.936523
	Iteration 19Q: 3 clusters Score -500030.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -500083.125000 Penalty: 2736.936523
	Iteration 20F: 3 clusters Score -500083.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -500136.781250 Penalty: 2736.936523
	Iteration 21Q: 3 clusters Score -500136.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -500181.218750 Penalty: 2736.936523
	Iteration 22Q: 3 clusters Score -500181.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -500224.656250 Penalty: 2736.936523
	Iteration 23Q: 3 clusters Score -500224.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -500267.656250 Penalty: 2736.936523
	Iteration 24Q: 3 clusters Score -500267.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -500300.781250 Penalty: 2736.936523
	Iteration 25Q: 3 clusters Score -500300.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -500333.906250 Penalty: 2736.936523
	Iteration 26Q: 3 clusters Score -500333.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -500363.375000 Penalty: 2736.936523
	Iteration 27Q: 3 clusters Score -500363.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -500390.718750 Penalty: 2736.936523
	Iteration 28Q: 3 clusters Score -500390.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -500420.531250 Penalty: 2736.936523
	Iteration 29Q: 3 clusters Score -500420.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -500438.093750 Penalty: 2736.936523
	Iteration 30Q: 3 clusters Score -500438.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -500452.218750 Penalty: 2736.936523
	Iteration 31Q: 3 clusters Score -500452.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -500470.250000 Penalty: 2736.936523
	Iteration 32Q: 3 clusters Score -500470.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -500484.093750 Penalty: 2736.936523
	Iteration 33Q: 3 clusters Score -500484.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -500496.968750 Penalty: 2736.936523
	Iteration 34Q: 3 clusters Score -500497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -500504.406250 Penalty: 2736.936523
	Iteration 35Q: 3 clusters Score -500504.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -500513.343750 Penalty: 2736.936523
	Iteration 36Q: 3 clusters Score -500513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -500519.875000 Penalty: 2736.936523
	Iteration 37Q: 3 clusters Score -500519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -500519.312500 Penalty: 2736.936523
	Iteration 38Q: 3 clusters Score -500519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -500519.875000 Penalty: 2736.936523
	Iteration 39Q: 3 clusters Score -500519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -500520.531250 Penalty: 2736.936523
	Iteration 40F: 3 clusters Score -500520.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Entering Unmasked Estep 
Score: -4813970.500000 Penalty: 1736.763794
	Iteration 0F: 2 clusters Score -4813970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4784602.000000 Penalty: 3473.527588
	Iteration 0F: 3 clusters Score -4784602 nChanged 20470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -4796066.500000 Penalty: 3473.527588
	Iteration 1F: 3 clusters Score -4796066 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -4796709.500000 Penalty: 3473.527588
	Iteration 2Q: 3 clusters Score -4796710 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -4797670.000000 Penalty: 3473.527588
	Iteration 3Q: 3 clusters Score -4797670 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4799015.500000 Penalty: 3473.527588
	Iteration 4F: 3 clusters Score -4799016 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4800894.500000 Penalty: 3473.527588
	Iteration 5F: 3 clusters Score -4800894 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4803316.000000 Penalty: 3473.527588
	Iteration 6F: 3 clusters Score -4803316 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4805917.000000 Penalty: 3473.527588
	Iteration 7F: 3 clusters Score -4805917 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4807588.500000 Penalty: 3473.527588
	Iteration 8F: 3 clusters Score -4807588 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4808356.500000 Penalty: 3473.527588
	Iteration 9Q: 3 clusters Score -4808356 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4808672.000000 Penalty: 3473.527588
	Iteration 10Q: 3 clusters Score -4808672 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4808858.000000 Penalty: 3473.527588
	Iteration 11Q: 3 clusters Score -4808858 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -4809011.000000 Penalty: 3473.527588
	Iteration 12Q: 3 clusters Score -4809011 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -4809128.500000 Penalty: 3473.527588
	Iteration 13Q: 3 clusters Score -4809128 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4809255.000000 Penalty: 3473.527588
	Iteration 14Q: 3 clusters Score -4809255 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -4809406.500000 Penalty: 3473.527588
	Iteration 15Q: 3 clusters Score -4809406 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4809509.000000 Penalty: 3473.527588
	Iteration 16Q: 3 clusters Score -4809509 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4809647.000000 Penalty: 3473.527588
	Iteration 17Q: 3 clusters Score -4809647 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4809763.500000 Penalty: 3473.527588
	Iteration 18Q: 3 clusters Score -4809764 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -4809898.500000 Penalty: 3473.527588
	Iteration 19Q: 3 clusters Score -4809898 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -4810046.000000 Penalty: 3473.527588
	Iteration 20F: 3 clusters Score -4810046 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4810150.000000 Penalty: 3473.527588
	Iteration 21Q: 3 clusters Score -4810150 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -4810302.500000 Penalty: 3473.527588
	Iteration 22Q: 3 clusters Score -4810302 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4810477.500000 Penalty: 3473.527588
	Iteration 23Q: 3 clusters Score -4810478 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4810672.000000 Penalty: 3473.527588
	Iteration 24Q: 3 clusters Score -4810672 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -4810847.500000 Penalty: 3473.527588
	Iteration 25Q: 3 clusters Score -4810848 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -4811031.000000 Penalty: 3473.527588
	Iteration 26Q: 3 clusters Score -4811031 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -4811179.500000 Penalty: 3473.527588
	Iteration 27Q: 3 clusters Score -4811180 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -4811316.500000 Penalty: 3473.527588
	Iteration 28Q: 3 clusters Score -4811316 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4811425.000000 Penalty: 3473.527588
	Iteration 29Q: 3 clusters Score -4811425 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -4811563.500000 Penalty: 3473.527588
	Iteration 30Q: 3 clusters Score -4811564 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4811685.500000 Penalty: 3473.527588
	Iteration 31Q: 3 clusters Score -4811686 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4811812.500000 Penalty: 3473.527588
	Iteration 32Q: 3 clusters Score -4811812 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -4811913.000000 Penalty: 3473.527588
	Iteration 33Q: 3 clusters Score -4811913 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4812022.500000 Penalty: 3473.527588
	Iteration 34Q: 3 clusters Score -4812022 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4812102.000000 Penalty: 3473.527588
	Iteration 35Q: 3 clusters Score -4812102 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4812145.500000 Penalty: 3473.527588
	Iteration 36Q: 3 clusters Score -4812146 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4812187.500000 Penalty: 3473.527588
	Iteration 37Q: 3 clusters Score -4812188 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4812256.500000 Penalty: 3473.527588
	Iteration 38Q: 3 clusters Score -4812256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4812319.500000 Penalty: 3473.527588
	Iteration 39Q: 3 clusters Score -4812320 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4812352.500000 Penalty: 3473.527588
	Iteration 40F: 3 clusters Score -4812352 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4812392.500000 Penalty: 3473.527588
	Iteration 41Q: 3 clusters Score -4812392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4812432.000000 Penalty: 3473.527588
	Iteration 42Q: 3 clusters Score -4812432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4812472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4812539.500000 Penalty: 3473.527588
	Iteration 44Q: 3 clusters Score -4812540 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4812563.000000 Penalty: 3473.527588
	Iteration 45Q: 3 clusters Score -4812563 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4812581.000000 Penalty: 3473.527588
	Iteration 46Q: 3 clusters Score -4812581 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4812604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4812621.000000 Penalty: 3473.527588
	Iteration 48Q: 3 clusters Score -4812621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4812631.500000 Penalty: 3473.527588
	Iteration 49Q: 3 clusters Score -4812632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4812641.000000 Penalty: 3473.527588
	Iteration 50Q: 3 clusters Score -4812641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4812673.000000 Penalty: 3473.527588
	Iteration 51Q: 3 clusters Score -4812673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4812686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4812692.500000 Penalty: 3473.527588
	Iteration 53Q: 3 clusters Score -4812692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4812700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4812704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4812702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4812714.500000 Penalty: 3473.527588
	Iteration 57Q: 3 clusters Score -4812714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4812723.500000 Penalty: 3473.527588
	Iteration 58Q: 3 clusters Score -4812724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4812722.500000 Penalty: 3473.527588
	Iteration 59Q: 3 clusters Score -4812722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4812726.500000 Penalty: 3473.527588
	Iteration 60F: 3 clusters Score -4812726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4812720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4812717.500000 Penalty: 3473.527588
	Iteration 62Q: 3 clusters Score -4812718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4812714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4812714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4812720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4812711.000000 Penalty: 3473.527588
	Iteration 66Q: 3 clusters Score -4812711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4812716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4812714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4812720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4812718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4812717.500000 Penalty: 3473.527588
	Iteration 71F: 3 clusters Score -4812718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49457 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 173074 members 
Mstep: Class 11 contains 108609 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65604 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 42202 members 
Mstep: Class 19 contains 174876 members 
Mstep: Class 20 contains 176875 members 
Mstep: Class 21 contains 32163 members 
Mstep: Class 22 contains 4543 members 
Mstep: Class 23 contains 43817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 16 clusters Score -9.38445e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49454 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 173092 members 
Mstep: Class 11 contains 108531 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65617 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 42203 members 
Mstep: Class 19 contains 174897 members 
Mstep: Class 20 contains 176890 members 
Mstep: Class 21 contains 32160 members 
Mstep: Class 22 contains 4542 members 
Mstep: Class 23 contains 43834 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 16 clusters Score -9.384462e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49451 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 173100 members 
Mstep: Class 11 contains 108464 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65627 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 42205 members 
Mstep: Class 19 contains 174908 members 
Mstep: Class 20 contains 176922 members 
Mstep: Class 21 contains 32160 members 
Mstep: Class 22 contains 4540 members 
Mstep: Class 23 contains 43844 members 
Entering Unmasked Estep 
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Iteration 201Q: 16 clusters Score -9.384466e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49450 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 173111 members 
Mstep: Class 11 contains 108391 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65639 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 42205 members 
Mstep: Class 19 contains 174921 members 
Mstep: Class 20 contains 176949 members 
Mstep: Class 21 contains 32164 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 43852 members 
Entering Unmasked Estep 
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Iteration 202Q: 16 clusters Score -9.38446e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49446 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 173142 members 
Mstep: Class 11 contains 108313 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65652 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 42206 members 
Mstep: Class 19 contains 174930 members 
Mstep: Class 20 contains 176968 members 
Mstep: Class 21 contains 32171 members 
Mstep: Class 22 contains 4533 members 
Mstep: Class 23 contains 43860 members 
Entering Unmasked Estep 
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Iteration 203Q: 16 clusters Score -9.384466e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49444 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 173179 members 
Mstep: Class 11 contains 108234 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65663 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 42206 members 
Mstep: Class 19 contains 174948 members 
Mstep: Class 20 contains 176974 members 
Mstep: Class 21 contains 32175 members 
Mstep: Class 22 contains 4528 members 
Mstep: Class 23 contains 43871 members 
Entering Unmasked Estep 
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Iteration 204Q: 16 clusters Score -9.384458e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49445 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 173192 members 
Mstep: Class 11 contains 108166 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65671 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 42208 members 
Mstep: Class 19 contains 174958 members 
Mstep: Class 20 contains 177001 members 
Mstep: Class 21 contains 32176 members 
Mstep: Class 22 contains 4528 members 
Mstep: Class 23 contains 43876 members 
Entering Unmasked Estep 
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Iteration 205Q: 16 clusters Score -9.384457e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49445 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 173208 members 
Mstep: Class 11 contains 108096 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65669 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 42207 members 
Mstep: Class 19 contains 174971 members 
Mstep: Class 20 contains 177043 members 
Mstep: Class 21 contains 32174 members 
Mstep: Class 22 contains 4525 members 
Mstep: Class 23 contains 43883 members 
Entering Unmasked Estep 
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Iteration 206Q: 16 clusters Score -9.38446e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49445 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 173225 members 
Mstep: Class 11 contains 108038 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65669 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 42210 members 
Mstep: Class 19 contains 174975 members 
Mstep: Class 20 contains 177070 members 
Mstep: Class 21 contains 32171 members 
Mstep: Class 22 contains 4525 members 
Mstep: Class 23 contains 43893 members 
Entering Unmasked Estep 
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Iteration 207Q: 16 clusters Score -9.38446e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49445 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 173243 members 
Mstep: Class 11 contains 107966 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65671 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 42212 members 
Mstep: Class 19 contains 174977 members 
Mstep: Class 20 contains 177107 members 
Mstep: Class 21 contains 32171 members 
Mstep: Class 22 contains 4525 members 
Mstep: Class 23 contains 43903 members 
Entering Unmasked Estep 
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Iteration 208Q: 16 clusters Score -9.38445e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49444 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 173247 members 
Mstep: Class 11 contains 107898 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65662 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 42215 members 
Mstep: Class 19 contains 174987 members 
Mstep: Class 20 contains 177158 members 
Mstep: Class 21 contains 32170 members 
Mstep: Class 22 contains 4527 members 
Mstep: Class 23 contains 43910 members 
Entering Unmasked Estep 
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Iteration 209Q: 16 clusters Score -9.384454e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49445 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 173250 members 
Mstep: Class 11 contains 107838 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65669 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 42216 members 
Mstep: Class 19 contains 174989 members 
Mstep: Class 20 contains 177197 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4529 members 
Mstep: Class 23 contains 43916 members 
Entering Unmasked Estep 
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Iteration 210Q: 16 clusters Score -9.38445e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49445 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 173250 members 
Mstep: Class 11 contains 107786 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65670 members 
Mstep: Class 16 contains 2179 members 
Mstep: Class 17 contains 42218 members 
Mstep: Class 19 contains 175006 members 
Mstep: Class 20 contains 177231 members 
Mstep: Class 21 contains 32165 members 
Mstep: Class 22 contains 4524 members 
Mstep: Class 23 contains 43919 members 
Entering Unmasked Estep 
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Iteration 211Q: 16 clusters Score -9.384455e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49448 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 173239 members 
Mstep: Class 11 contains 107728 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65675 members 
Mstep: Class 16 contains 2182 members 
Mstep: Class 17 contains 42222 members 
Mstep: Class 19 contains 175025 members 
Mstep: Class 20 contains 177260 members 
Mstep: Class 21 contains 32164 members 
Mstep: Class 22 contains 4528 members 
Mstep: Class 23 contains 43921 members 
Entering Unmasked Estep 
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Iteration 212Q: 16 clusters Score -9.384442e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49448 members 
Mstep: Class 7 contains 4677 members 
Mstep: Class 8 contains 173237 members 
Mstep: Class 11 contains 107671 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65684 members 
Mstep: Class 16 contains 2183 members 
Mstep: Class 17 contains 42224 members 
Mstep: Class 19 contains 175041 members 
Mstep: Class 20 contains 177279 members 
Mstep: Class 21 contains 32163 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 43929 members 
Entering Unmasked Estep 
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Iteration 213Q: 16 clusters Score -9.384443e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49451 members 
Mstep: Class 7 contains 4678 members 
Mstep: Class 8 contains 173240 members 
Mstep: Class 11 contains 107609 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65690 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 42226 members 
Mstep: Class 19 contains 175053 members 
Mstep: Class 20 contains 177316 members 
Mstep: Class 21 contains 32159 members 
Mstep: Class 22 contains 4527 members 
Mstep: Class 23 contains 43934 members 
Entering Unmasked Estep 
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Iteration 214Q: 16 clusters Score -9.38444e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49445 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 173261 members 
Mstep: Class 11 contains 107543 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65699 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 42226 members 
Mstep: Class 19 contains 175057 members 
Mstep: Class 20 contains 177356 members 
Mstep: Class 21 contains 32155 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 43937 members 
Entering Unmasked Estep 
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Iteration 215Q: 16 clusters Score -9.384441e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49442 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 173287 members 
Mstep: Class 11 contains 107487 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65703 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42227 members 
Mstep: Class 19 contains 175068 members 
Mstep: Class 20 contains 177373 members 
Mstep: Class 21 contains 32151 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 43940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844440.000000 Penalty: 33373.367188
Iteration 216Q: 16 clusters Score -9.384444e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49436 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 173309 members 
Mstep: Class 11 contains 107446 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65705 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42228 members 
Mstep: Class 19 contains 175074 members 
Mstep: Class 20 contains 177389 members 
Mstep: Class 21 contains 32149 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 43943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844440.000000 Penalty: 33373.367188
Iteration 217Q: 16 clusters Score -9.384444e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49433 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 173320 members 
Mstep: Class 11 contains 107409 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65703 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42228 members 
Mstep: Class 19 contains 175082 members 
Mstep: Class 20 contains 177411 members 
Mstep: Class 21 contains 32151 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 43941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844424.000000 Penalty: 33373.367188
Iteration 218Q: 16 clusters Score -9.384442e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49431 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 173328 members 
Mstep: Class 11 contains 107368 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65707 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42230 members 
Mstep: Class 19 contains 175081 members 
Mstep: Class 20 contains 177439 members 
Mstep: Class 21 contains 32150 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 43945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844448.000000 Penalty: 33373.367188
Iteration 219Q: 16 clusters Score -9.384445e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49426 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 173327 members 
Mstep: Class 11 contains 107333 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65715 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42232 members 
Mstep: Class 19 contains 175081 members 
Mstep: Class 20 contains 177473 members 
Mstep: Class 21 contains 32145 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 43947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844408.000000 Penalty: 33373.367188
Iteration 220F: 16 clusters Score -9.384441e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49419 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 173331 members 
Mstep: Class 11 contains 107299 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65715 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175091 members 
Mstep: Class 20 contains 177493 members 
Mstep: Class 21 contains 32147 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 43950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844440.000000 Penalty: 33373.367188
Iteration 221Q: 16 clusters Score -9.384444e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49415 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 173346 members 
Mstep: Class 11 contains 107253 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65716 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42231 members 
Mstep: Class 19 contains 175095 members 
Mstep: Class 20 contains 177517 members 
Mstep: Class 21 contains 32147 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 43956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844456.000000 Penalty: 33373.367188
Iteration 222Q: 16 clusters Score -9.384446e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49409 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 173347 members 
Mstep: Class 11 contains 107220 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65718 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42232 members 
Mstep: Class 19 contains 175107 members 
Mstep: Class 20 contains 177538 members 
Mstep: Class 21 contains 32146 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 43958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844432.000000 Penalty: 33373.367188
Iteration 223Q: 16 clusters Score -9.384443e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 6 contains 49400 members 
Mstep: Class 7 contains 4686 members 
Mstep: Class 8 contains 173357 members 
Mstep: Class 11 contains 107179 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65723 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175124 members 
Mstep: Class 20 contains 177549 members 
Mstep: Class 21 contains 32147 members 
Mstep: Class 22 contains 4520 members 
Mstep: Class 23 contains 43961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844336.000000 Penalty: 33373.367188
Iteration 224Q: 16 clusters Score -9.384434e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49391 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 173365 members 
Mstep: Class 11 contains 107139 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65728 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42234 members 
Mstep: Class 19 contains 175133 members 
Mstep: Class 20 contains 177567 members 
Mstep: Class 21 contains 32149 members 
Mstep: Class 22 contains 4517 members 
Mstep: Class 23 contains 43969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844440.000000 Penalty: 33373.367188
Iteration 225Q: 16 clusters Score -9.384444e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49381 members 
Mstep: Class 7 contains 4690 members 
Mstep: Class 8 contains 173370 members 
Mstep: Class 11 contains 107106 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65724 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42234 members 
Mstep: Class 19 contains 175151 members 
Mstep: Class 20 contains 177585 members 
Mstep: Class 21 contains 32148 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 43975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844400.000000 Penalty: 33373.367188
Iteration 226Q: 16 clusters Score -9.38444e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49373 members 
Mstep: Class 7 contains 4693 members 
Mstep: Class 8 contains 173376 members 
Mstep: Class 11 contains 107074 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65725 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42234 members 
Mstep: Class 19 contains 175166 members 
Mstep: Class 20 contains 177596 members 
Mstep: Class 21 contains 32150 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 43977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844336.000000 Penalty: 33373.367188
Iteration 227Q: 16 clusters Score -9.384434e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49369 members 
Mstep: Class 7 contains 4693 members 
Mstep: Class 8 contains 173383 members 
Mstep: Class 11 contains 107040 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65728 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42235 members 
Mstep: Class 19 contains 175174 members 
Mstep: Class 20 contains 177608 members 
Mstep: Class 21 contains 32152 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 43982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844240.000000 Penalty: 33373.367188
Iteration 228Q: 16 clusters Score -9.384424e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49367 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 173394 members 
Mstep: Class 11 contains 107009 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65733 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175182 members 
Mstep: Class 20 contains 177608 members 
Mstep: Class 21 contains 32157 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 43987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844208.000000 Penalty: 33373.367188
Iteration 229Q: 16 clusters Score -9.384421e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49365 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 173412 members 
Mstep: Class 11 contains 106987 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65732 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175180 members 
Mstep: Class 20 contains 177615 members 
Mstep: Class 21 contains 32155 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 43990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844136.000000 Penalty: 33373.367188
Iteration 230Q: 16 clusters Score -9.384414e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49361 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 173427 members 
Mstep: Class 11 contains 106972 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65733 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175175 members 
Mstep: Class 20 contains 177619 members 
Mstep: Class 21 contains 32156 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 43993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844144.000000 Penalty: 33373.367188
Iteration 231Q: 16 clusters Score -9.384414e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49363 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 173436 members 
Mstep: Class 11 contains 106957 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65732 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175171 members 
Mstep: Class 20 contains 177625 members 
Mstep: Class 21 contains 32157 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 43995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844224.000000 Penalty: 33373.367188
Iteration 232Q: 16 clusters Score -9.384422e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49361 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 173440 members 
Mstep: Class 11 contains 106943 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65740 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175167 members 
Mstep: Class 20 contains 177631 members 
Mstep: Class 21 contains 32157 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 43997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844256.000000 Penalty: 33373.367188
Iteration 233Q: 16 clusters Score -9.384426e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49357 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 173450 members 
Mstep: Class 11 contains 106927 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65742 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42234 members 
Mstep: Class 19 contains 175159 members 
Mstep: Class 20 contains 177645 members 
Mstep: Class 21 contains 32157 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 43998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844184.000000 Penalty: 33373.367188
Iteration 234Q: 16 clusters Score -9.384418e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49351 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 173458 members 
Mstep: Class 11 contains 106912 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65745 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42234 members 
Mstep: Class 19 contains 175157 members 
Mstep: Class 20 contains 177654 members 
Mstep: Class 21 contains 32157 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 44000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844176.000000 Penalty: 33373.367188
Iteration 235Q: 16 clusters Score -9.384418e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49350 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 173465 members 
Mstep: Class 11 contains 106890 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65743 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175163 members 
Mstep: Class 20 contains 177666 members 
Mstep: Class 21 contains 32156 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 44001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844136.000000 Penalty: 33373.367188
Iteration 236Q: 16 clusters Score -9.384414e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49344 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 173464 members 
Mstep: Class 11 contains 106866 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65743 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175163 members 
Mstep: Class 20 contains 177699 members 
Mstep: Class 21 contains 32157 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 43998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844168.000000 Penalty: 33373.367188
Iteration 237Q: 16 clusters Score -9.384417e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49344 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 173462 members 
Mstep: Class 11 contains 106832 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65749 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42234 members 
Mstep: Class 19 contains 175153 members 
Mstep: Class 20 contains 177743 members 
Mstep: Class 21 contains 32156 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 43995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844192.000000 Penalty: 33373.367188
Iteration 238Q: 16 clusters Score -9.384419e+07 nChanged 107
Entering ConstructFrom: 
Score: -93844192.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -360288.250000 Penalty: 1327.930786
	Iteration 0F: 2 clusters Score -360288.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -357294.156250 Penalty: 2655.861572
	Iteration 0F: 3 clusters Score -357294.2 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -358102.593750 Penalty: 2655.861572
	Iteration 1F: 3 clusters Score -358102.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -358337.687500 Penalty: 2655.861572
	Iteration 2F: 3 clusters Score -358337.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -358563.125000 Penalty: 2655.861572
	Iteration 3F: 3 clusters Score -358563.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -358804.156250 Penalty: 2655.861572
	Iteration 4F: 3 clusters Score -358804.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -359032.843750 Penalty: 2655.861572
	Iteration 5F: 3 clusters Score -359032.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -359212.406250 Penalty: 2655.861572
	Iteration 6F: 3 clusters Score -359212.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -359357.750000 Penalty: 2655.861572
	Iteration 7Q: 3 clusters Score -359357.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -359446.250000 Penalty: 2655.861572
	Iteration 8Q: 3 clusters Score -359446.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -359522.687500 Penalty: 2655.861572
	Iteration 9Q: 3 clusters Score -359522.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -359577.875000 Penalty: 2655.861572
	Iteration 10Q: 3 clusters Score -359577.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -359624.687500 Penalty: 2655.861572
	Iteration 11Q: 3 clusters Score -359624.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -359680.312500 Penalty: 2655.861572
	Iteration 12Q: 3 clusters Score -359680.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -359733.781250 Penalty: 2655.861572
	Iteration 13Q: 3 clusters Score -359733.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -359774.750000 Penalty: 2655.861572
	Iteration 14Q: 3 clusters Score -359774.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -359799.531250 Penalty: 2655.861572
	Iteration 15Q: 3 clusters Score -359799.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -359820.031250 Penalty: 2655.861572
	Iteration 16Q: 3 clusters Score -359820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -359839.156250 Penalty: 2655.861572
	Iteration 17Q: 3 clusters Score -359839.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -359856.187500 Penalty: 2655.861572
	Iteration 18Q: 3 clusters Score -359856.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -359868.562500 Penalty: 2655.861572
	Iteration 19Q: 3 clusters Score -359868.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -359881.500000 Penalty: 2655.861572
	Iteration 20F: 3 clusters Score -359881.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -359896.468750 Penalty: 2655.861572
	Iteration 21Q: 3 clusters Score -359896.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -359903.781250 Penalty: 2655.861572
	Iteration 22Q: 3 clusters Score -359903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -359907.968750 Penalty: 2655.861572
	Iteration 23Q: 3 clusters Score -359908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -359908.781250 Penalty: 2655.861572
	Iteration 24Q: 3 clusters Score -359908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -359909.781250 Penalty: 2655.861572
	Iteration 25Q: 3 clusters Score -359909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -359910.843750 Penalty: 2655.861572
	Iteration 26Q: 3 clusters Score -359910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -359913.343750 Penalty: 2655.861572
	Iteration 27Q: 3 clusters Score -359913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -359914.843750 Penalty: 2655.861572
	Iteration 28Q: 3 clusters Score -359914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -359916.343750 Penalty: 2655.861572
	Iteration 29Q: 3 clusters Score -359916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -359918.875000 Penalty: 2655.861572
	Iteration 30Q: 3 clusters Score -359918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -359921.281250 Penalty: 2655.861572
	Iteration 31Q: 3 clusters Score -359921.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -359922.531250 Penalty: 2655.861572
	Iteration 32Q: 3 clusters Score -359922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -359924.281250 Penalty: 2655.861572
	Iteration 33Q: 3 clusters Score -359924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -359924.812500 Penalty: 2655.861572
	Iteration 34Q: 3 clusters Score -359924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -359926.750000 Penalty: 2655.861572
	Iteration 35Q: 3 clusters Score -359926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -359927.562500 Penalty: 2655.861572
	Iteration 36Q: 3 clusters Score -359927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -359928.593750 Penalty: 2655.861572
	Iteration 37Q: 3 clusters Score -359928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -359928.593750 Penalty: 2655.861572
	Iteration 38F: 3 clusters Score -359928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -92731.171875 Penalty: 1118.062378
	Iteration 0F: 2 clusters Score -92731.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91361.992188 Penalty: 2236.124756
	Iteration 0F: 3 clusters Score -91361.99 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91723.789062 Penalty: 2236.124756
	Iteration 1F: 3 clusters Score -91723.79 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91941.929688 Penalty: 2236.124756
	Iteration 2F: 3 clusters Score -91941.93 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92184.335938 Penalty: 2236.124756
	Iteration 3F: 3 clusters Score -92184.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92384.976562 Penalty: 2236.124756
	Iteration 4F: 3 clusters Score -92384.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92511.937500 Penalty: 2236.124756
	Iteration 5F: 3 clusters Score -92511.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -92597.742188 Penalty: 2236.124756
	Iteration 6Q: 3 clusters Score -92597.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92648.601562 Penalty: 2236.124756
	Iteration 7Q: 3 clusters Score -92648.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92658.062500 Penalty: 2236.124756
	Iteration 8Q: 3 clusters Score -92658.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92661.671875 Penalty: 2236.124756
	Iteration 9Q: 3 clusters Score -92661.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92663.843750 Penalty: 2236.124756
	Iteration 10Q: 3 clusters Score -92663.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92664.242188 Penalty: 2236.124756
	Iteration 11Q: 3 clusters Score -92664.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92664.242188 Penalty: 2236.124756
	Iteration 12F: 3 clusters Score -92664.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Entering Unmasked Estep 
Score: -5189083.500000 Penalty: 1756.054565
	Iteration 0F: 2 clusters Score -5189084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -5155947.500000 Penalty: 3512.109131
	Iteration 0F: 3 clusters Score -5155948 nChanged 23233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -5168847.500000 Penalty: 3512.109131
	Iteration 1F: 3 clusters Score -5168848 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5169256.500000 Penalty: 3512.109131
	Iteration 2Q: 3 clusters Score -5169256 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5169660.500000 Penalty: 3512.109131
	Iteration 3Q: 3 clusters Score -5169660 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5170075.500000 Penalty: 3512.109131
	Iteration 4Q: 3 clusters Score -5170076 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -5170449.000000 Penalty: 3512.109131
	Iteration 5Q: 3 clusters Score -5170449 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -5170881.500000 Penalty: 3512.109131
	Iteration 6Q: 3 clusters Score -5170882 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -5171409.500000 Penalty: 3512.109131
	Iteration 7Q: 3 clusters Score -5171410 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -5172036.000000 Penalty: 3512.109131
	Iteration 8Q: 3 clusters Score -5172036 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -5172846.000000 Penalty: 3512.109131
	Iteration 9Q: 3 clusters Score -5172846 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5173888.000000 Penalty: 3512.109131
	Iteration 10Q: 3 clusters Score -5173888 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5175042.500000 Penalty: 3512.109131
	Iteration 11Q: 3 clusters Score -5175042 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -5176238.500000 Penalty: 3512.109131
	Iteration 12Q: 3 clusters Score -5176238 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -5177354.000000 Penalty: 3512.109131
	Iteration 13Q: 3 clusters Score -5177354 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -5178216.000000 Penalty: 3512.109131
	Iteration 14Q: 3 clusters Score -5178216 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5178754.000000 Penalty: 3512.109131
	Iteration 15Q: 3 clusters Score -5178754 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -5179109.000000 Penalty: 3512.109131
	Iteration 16Q: 3 clusters Score -5179109 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -5179400.500000 Penalty: 3512.109131
	Iteration 17Q: 3 clusters Score -5179400 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5179631.000000 Penalty: 3512.109131
	Iteration 18Q: 3 clusters Score -5179631 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -5179831.500000 Penalty: 3512.109131
	Iteration 19Q: 3 clusters Score -5179832 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -5180034.500000 Penalty: 3512.109131
	Iteration 20F: 3 clusters Score -5180034 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -5180237.500000 Penalty: 3512.109131
	Iteration 21Q: 3 clusters Score -5180238 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5180374.000000 Penalty: 3512.109131
	Iteration 22Q: 3 clusters Score -5180374 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5180547.000000 Penalty: 3512.109131
	Iteration 23Q: 3 clusters Score -5180547 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -5180740.000000 Penalty: 3512.109131
	Iteration 24Q: 3 clusters Score -5180740 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5181023.500000 Penalty: 3512.109131
	Iteration 25Q: 3 clusters Score -5181024 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -5181328.000000 Penalty: 3512.109131
	Iteration 26Q: 3 clusters Score -5181328 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5181833.500000 Penalty: 3512.109131
	Iteration 27Q: 3 clusters Score -5181834 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -5182503.000000 Penalty: 3512.109131
	Iteration 28Q: 3 clusters Score -5182503 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -5183368.000000 Penalty: 3512.109131
	Iteration 29Q: 3 clusters Score -5183368 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -5184393.000000 Penalty: 3512.109131
	Iteration 30Q: 3 clusters Score -5184393 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -5185366.500000 Penalty: 3512.109131
	Iteration 31Q: 3 clusters Score -5185366 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -5186072.500000 Penalty: 3512.109131
	Iteration 32Q: 3 clusters Score -5186072 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -5186554.000000 Penalty: 3512.109131
	Iteration 33Q: 3 clusters Score -5186554 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -5186857.500000 Penalty: 3512.109131
	Iteration 34Q: 3 clusters Score -5186858 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -5187066.500000 Penalty: 3512.109131
	Iteration 35Q: 3 clusters Score -5187066 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -5187218.500000 Penalty: 3512.109131
	Iteration 36Q: 3 clusters Score -5187218 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -5187316.000000 Penalty: 3512.109131
	Iteration 37Q: 3 clusters Score -5187316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -5187363.500000 Penalty: 3512.109131
	Iteration 38Q: 3 clusters Score -5187364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -5187403.500000 Penalty: 3512.109131
	Iteration 39Q: 3 clusters Score -5187404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -5187422.000000 Penalty: 3512.109131
	Iteration 40F: 3 clusters Score -5187422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -5187447.500000 Penalty: 3512.109131
	Iteration 41Q: 3 clusters Score -5187448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -5187461.500000 Penalty: 3512.109131
	Iteration 42Q: 3 clusters Score -5187462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -5187483.000000 Penalty: 3512.109131
	Iteration 43Q: 3 clusters Score -5187483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -5187492.500000 Penalty: 3512.109131
	Iteration 44Q: 3 clusters Score -5187492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -5187502.500000 Penalty: 3512.109131
	Iteration 45Q: 3 clusters Score -5187502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -5187516.500000 Penalty: 3512.109131
	Iteration 46Q: 3 clusters Score -5187516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -5187525.500000 Penalty: 3512.109131
	Iteration 47Q: 3 clusters Score -5187526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -5187538.000000 Penalty: 3512.109131
	Iteration 48Q: 3 clusters Score -5187538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -5187538.500000 Penalty: 3512.109131
	Iteration 49Q: 3 clusters Score -5187538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -5187542.500000 Penalty: 3512.109131
	Iteration 50Q: 3 clusters Score -5187542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -5187548.500000 Penalty: 3512.109131
	Iteration 51Q: 3 clusters Score -5187548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -5187550.000000 Penalty: 3512.109131
	Iteration 52Q: 3 clusters Score -5187550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -5187555.500000 Penalty: 3512.109131
	Iteration 53Q: 3 clusters Score -5187556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -5187550.000000 Penalty: 3512.109131
	Iteration 54Q: 3 clusters Score -5187550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -5187550.000000 Penalty: 3512.109131
	Iteration 55F: 3 clusters Score -5187550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Entering Unmasked Estep 
Score: -500160.656250 Penalty: 1373.885376
	Iteration 0F: 2 clusters Score -500160.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -496383.437500 Penalty: 2747.770752
	Iteration 0F: 3 clusters Score -496383.4 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -497339.500000 Penalty: 2747.770752
	Iteration 1F: 3 clusters Score -497339.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -497529.781250 Penalty: 2747.770752
	Iteration 2F: 3 clusters Score -497529.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -497705.937500 Penalty: 2747.770752
	Iteration 3F: 3 clusters Score -497705.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -497862.718750 Penalty: 2747.770752
	Iteration 4Q: 3 clusters Score -497862.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -497998.468750 Penalty: 2747.770752
	Iteration 5Q: 3 clusters Score -497998.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -498113.062500 Penalty: 2747.770752
	Iteration 6Q: 3 clusters Score -498113.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -498235.000000 Penalty: 2747.770752
	Iteration 7Q: 3 clusters Score -498235 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -498355.781250 Penalty: 2747.770752
	Iteration 8Q: 3 clusters Score -498355.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -498492.562500 Penalty: 2747.770752
	Iteration 9Q: 3 clusters Score -498492.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -498610.312500 Penalty: 2747.770752
	Iteration 10Q: 3 clusters Score -498610.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -498709.531250 Penalty: 2747.770752
	Iteration 11Q: 3 clusters Score -498709.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -498768.000000 Penalty: 2747.770752
	Iteration 12Q: 3 clusters Score -498768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -498815.843750 Penalty: 2747.770752
	Iteration 13Q: 3 clusters Score -498815.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -498849.062500 Penalty: 2747.770752
	Iteration 14Q: 3 clusters Score -498849.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -498865.656250 Penalty: 2747.770752
	Iteration 15Q: 3 clusters Score -498865.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -498880.937500 Penalty: 2747.770752
	Iteration 16Q: 3 clusters Score -498880.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -498905.000000 Penalty: 2747.770752
	Iteration 17Q: 3 clusters Score -498905 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -498927.062500 Penalty: 2747.770752
	Iteration 18Q: 3 clusters Score -498927.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -498950.562500 Penalty: 2747.770752
	Iteration 19Q: 3 clusters Score -498950.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -498971.250000 Penalty: 2747.770752
	Iteration 20F: 3 clusters Score -498971.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -498989.187500 Penalty: 2747.770752
	Iteration 21Q: 3 clusters Score -498989.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -499018.906250 Penalty: 2747.770752
	Iteration 22Q: 3 clusters Score -499018.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -499060.281250 Penalty: 2747.770752
	Iteration 23Q: 3 clusters Score -499060.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -499084.562500 Penalty: 2747.770752
	Iteration 24Q: 3 clusters Score -499084.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -499099.906250 Penalty: 2747.770752
	Iteration 25Q: 3 clusters Score -499099.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -499113.218750 Penalty: 2747.770752
	Iteration 26Q: 3 clusters Score -499113.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -499129.062500 Penalty: 2747.770752
	Iteration 27Q: 3 clusters Score -499129.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -499140.000000 Penalty: 2747.770752
	Iteration 28Q: 3 clusters Score -499140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -499147.250000 Penalty: 2747.770752
	Iteration 29Q: 3 clusters Score -499147.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -499153.843750 Penalty: 2747.770752
	Iteration 30Q: 3 clusters Score -499153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -499157.156250 Penalty: 2747.770752
	Iteration 31Q: 3 clusters Score -499157.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -499159.312500 Penalty: 2747.770752
	Iteration 32Q: 3 clusters Score -499159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -499162.031250 Penalty: 2747.770752
	Iteration 33Q: 3 clusters Score -499162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -499164.218750 Penalty: 2747.770752
	Iteration 34Q: 3 clusters Score -499164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -499165.500000 Penalty: 2747.770752
	Iteration 35Q: 3 clusters Score -499165.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -499166.812500 Penalty: 2747.770752
	Iteration 36Q: 3 clusters Score -499166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -499167.656250 Penalty: 2747.770752
	Iteration 37Q: 3 clusters Score -499167.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -499169.937500 Penalty: 2747.770752
	Iteration 38Q: 3 clusters Score -499169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -499169.656250 Penalty: 2747.770752
	Iteration 39Q: 3 clusters Score -499169.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -499169.656250 Penalty: 2747.770752
	Iteration 40F: 3 clusters Score -499169.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (173461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Entering Unmasked Estep 
Score: -18813302.000000 Penalty: 1960.352539
	Iteration 0F: 2 clusters Score -1.88133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -18698490.000000 Penalty: 3920.705078
	Iteration 0F: 3 clusters Score -1.869849e+07 nChanged 83920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -18748664.000000 Penalty: 3920.705078
	Iteration 1F: 3 clusters Score -1.874866e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91293 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -18749800.000000 Penalty: 3920.705078
	Iteration 2Q: 3 clusters Score -1.87498e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -18751004.000000 Penalty: 3920.705078
	Iteration 3Q: 3 clusters Score -1.8751e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -18752980.000000 Penalty: 3920.705078
	Iteration 4Q: 3 clusters Score -1.875298e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103412 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -18756010.000000 Penalty: 3920.705078
	Iteration 5Q: 3 clusters Score -1.875601e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -18760768.000000 Penalty: 3920.705078
	Iteration 6F: 3 clusters Score -1.876077e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -18768062.000000 Penalty: 3920.705078
	Iteration 7F: 3 clusters Score -1.876806e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133519 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -18777478.000000 Penalty: 3920.705078
	Iteration 8F: 3 clusters Score -1.877748e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145033 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -18787856.000000 Penalty: 3920.705078
	Iteration 9F: 3 clusters Score -1.878786e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -18796632.000000 Penalty: 3920.705078
	Iteration 10F: 3 clusters Score -1.879663e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161825 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -18802842.000000 Penalty: 3920.705078
	Iteration 11Q: 3 clusters Score -1.880284e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166304 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -18807116.000000 Penalty: 3920.705078
	Iteration 12Q: 3 clusters Score -1.880712e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169234 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -18809470.000000 Penalty: 3920.705078
	Iteration 13Q: 3 clusters Score -1.880947e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -18810422.000000 Penalty: 3920.705078
	Iteration 14Q: 3 clusters Score -1.881042e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171965 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -18811018.000000 Penalty: 3920.705078
	Iteration 15Q: 3 clusters Score -1.881102e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172498 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -18811252.000000 Penalty: 3920.705078
	Iteration 16Q: 3 clusters Score -1.881125e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172757 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -18811440.000000 Penalty: 3920.705078
	Iteration 17Q: 3 clusters Score -1.881144e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172872 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18811500.000000 Penalty: 3920.705078
	Iteration 18Q: 3 clusters Score -1.88115e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172936 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -18811560.000000 Penalty: 3920.705078
	Iteration 19Q: 3 clusters Score -1.881156e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -18811586.000000 Penalty: 3920.705078
	Iteration 20F: 3 clusters Score -1.881159e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173003 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -18811622.000000 Penalty: 3920.705078
	Iteration 21Q: 3 clusters Score -1.881162e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173023 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18811640.000000 Penalty: 3920.705078
	Iteration 22Q: 3 clusters Score -1.881164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -18811642.000000 Penalty: 3920.705078
	Iteration 23Q: 3 clusters Score -1.881164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173051 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18811664.000000 Penalty: 3920.705078
	Iteration 24Q: 3 clusters Score -1.881166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173067 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -18811664.000000 Penalty: 3920.705078
	Iteration 25Q: 3 clusters Score -1.881166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173079 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -18811672.000000 Penalty: 3920.705078
	Iteration 26Q: 3 clusters Score -1.881167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173087 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18811688.000000 Penalty: 3920.705078
	Iteration 27Q: 3 clusters Score -1.881169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173093 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18811694.000000 Penalty: 3920.705078
	Iteration 28Q: 3 clusters Score -1.881169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173098 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18811696.000000 Penalty: 3920.705078
	Iteration 29Q: 3 clusters Score -1.88117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173105 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -18811692.000000 Penalty: 3920.705078
	Iteration 30Q: 3 clusters Score -1.881169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173111 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18811704.000000 Penalty: 3920.705078
	Iteration 31Q: 3 clusters Score -1.88117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173116 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18811690.000000 Penalty: 3920.705078
	Iteration 32Q: 3 clusters Score -1.881169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173119 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18811704.000000 Penalty: 3920.705078
	Iteration 33Q: 3 clusters Score -1.88117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173121 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -18811706.000000 Penalty: 3920.705078
	Iteration 34Q: 3 clusters Score -1.881171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173125 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -18811702.000000 Penalty: 3920.705078
	Iteration 35Q: 3 clusters Score -1.88117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173126 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18811704.000000 Penalty: 3920.705078
	Iteration 36Q: 3 clusters Score -1.88117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18811708.000000 Penalty: 3920.705078
	Iteration 37Q: 3 clusters Score -1.881171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173126 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18811702.000000 Penalty: 3920.705078
	Iteration 38Q: 3 clusters Score -1.88117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173126 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18811702.000000 Penalty: 3920.705078
	Iteration 39F: 3 clusters Score -1.88117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (106797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Entering Unmasked Estep 
Score: -11604562.000000 Penalty: 1881.536255
	Iteration 0F: 2 clusters Score -1.160456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -11532950.000000 Penalty: 3763.072510
	Iteration 0F: 3 clusters Score -1.153295e+07 nChanged 51263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -11563001.000000 Penalty: 3763.072510
	Iteration 1F: 3 clusters Score -1.1563e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -11563519.000000 Penalty: 3763.072510
	Iteration 2Q: 3 clusters Score -1.156352e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -11564232.000000 Penalty: 3763.072510
	Iteration 3Q: 3 clusters Score -1.156423e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -11565172.000000 Penalty: 3763.072510
	Iteration 4Q: 3 clusters Score -1.156517e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -11566646.000000 Penalty: 3763.072510
	Iteration 5Q: 3 clusters Score -1.156665e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -11569174.000000 Penalty: 3763.072510
	Iteration 6Q: 3 clusters Score -1.156917e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -11573478.000000 Penalty: 3763.072510
	Iteration 7F: 3 clusters Score -1.157348e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -11579700.000000 Penalty: 3763.072510
	Iteration 8F: 3 clusters Score -1.15797e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -11585454.000000 Penalty: 3763.072510
	Iteration 9F: 3 clusters Score -1.158545e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -11588336.000000 Penalty: 3763.072510
	Iteration 10F: 3 clusters Score -1.158834e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -11589306.000000 Penalty: 3763.072510
	Iteration 11Q: 3 clusters Score -1.158931e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -11589822.000000 Penalty: 3763.072510
	Iteration 12Q: 3 clusters Score -1.158982e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -11590140.000000 Penalty: 3763.072510
	Iteration 13Q: 3 clusters Score -1.159014e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -11590462.000000 Penalty: 3763.072510
	Iteration 14Q: 3 clusters Score -1.159046e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -11590815.000000 Penalty: 3763.072510
	Iteration 15Q: 3 clusters Score -1.159082e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -11591241.000000 Penalty: 3763.072510
	Iteration 16Q: 3 clusters Score -1.159124e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -11591614.000000 Penalty: 3763.072510
	Iteration 17Q: 3 clusters Score -1.159161e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -11592057.000000 Penalty: 3763.072510
	Iteration 18Q: 3 clusters Score -1.159206e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -11592393.000000 Penalty: 3763.072510
	Iteration 19Q: 3 clusters Score -1.159239e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -11592794.000000 Penalty: 3763.072510
	Iteration 20F: 3 clusters Score -1.159279e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -11593163.000000 Penalty: 3763.072510
	Iteration 21Q: 3 clusters Score -1.159316e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -11593429.000000 Penalty: 3763.072510
	Iteration 22Q: 3 clusters Score -1.159343e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -11593670.000000 Penalty: 3763.072510
	Iteration 23Q: 3 clusters Score -1.159367e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -11593931.000000 Penalty: 3763.072510
	Iteration 24Q: 3 clusters Score -1.159393e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -11594116.000000 Penalty: 3763.072510
	Iteration 25Q: 3 clusters Score -1.159412e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -11594296.000000 Penalty: 3763.072510
	Iteration 26Q: 3 clusters Score -1.15943e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -11594420.000000 Penalty: 3763.072510
	Iteration 27Q: 3 clusters Score -1.159442e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -11594555.000000 Penalty: 3763.072510
	Iteration 28Q: 3 clusters Score -1.159456e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -11594672.000000 Penalty: 3763.072510
	Iteration 29Q: 3 clusters Score -1.159467e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -11594775.000000 Penalty: 3763.072510
	Iteration 30Q: 3 clusters Score -1.159478e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -11594901.000000 Penalty: 3763.072510
	Iteration 31Q: 3 clusters Score -1.15949e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -11594982.000000 Penalty: 3763.072510
	Iteration 32Q: 3 clusters Score -1.159498e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -11595137.000000 Penalty: 3763.072510
	Iteration 33Q: 3 clusters Score -1.159514e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -11595290.000000 Penalty: 3763.072510
	Iteration 34Q: 3 clusters Score -1.159529e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -11595439.000000 Penalty: 3763.072510
	Iteration 35Q: 3 clusters Score -1.159544e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -11595565.000000 Penalty: 3763.072510
	Iteration 36Q: 3 clusters Score -1.159556e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -11595753.000000 Penalty: 3763.072510
	Iteration 37Q: 3 clusters Score -1.159575e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -11595891.000000 Penalty: 3763.072510
	Iteration 38Q: 3 clusters Score -1.159589e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -11596042.000000 Penalty: 3763.072510
	Iteration 39Q: 3 clusters Score -1.159604e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -11596232.000000 Penalty: 3763.072510
	Iteration 40F: 3 clusters Score -1.159623e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -11596435.000000 Penalty: 3763.072510
	Iteration 41Q: 3 clusters Score -1.159644e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -11596641.000000 Penalty: 3763.072510
	Iteration 42Q: 3 clusters Score -1.159664e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -11596853.000000 Penalty: 3763.072510
	Iteration 43Q: 3 clusters Score -1.159685e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -11597046.000000 Penalty: 3763.072510
	Iteration 44Q: 3 clusters Score -1.159705e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -11597253.000000 Penalty: 3763.072510
	Iteration 45Q: 3 clusters Score -1.159725e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -11597492.000000 Penalty: 3763.072510
	Iteration 46Q: 3 clusters Score -1.159749e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -11597714.000000 Penalty: 3763.072510
	Iteration 47Q: 3 clusters Score -1.159771e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -11597929.000000 Penalty: 3763.072510
	Iteration 48Q: 3 clusters Score -1.159793e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -11598216.000000 Penalty: 3763.072510
	Iteration 49Q: 3 clusters Score -1.159822e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -11598433.000000 Penalty: 3763.072510
	Iteration 50Q: 3 clusters Score -1.159843e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -11598631.000000 Penalty: 3763.072510
	Iteration 51Q: 3 clusters Score -1.159863e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -11598869.000000 Penalty: 3763.072510
	Iteration 52Q: 3 clusters Score -1.159887e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -11599069.000000 Penalty: 3763.072510
	Iteration 53Q: 3 clusters Score -1.159907e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -11599230.000000 Penalty: 3763.072510
	Iteration 54Q: 3 clusters Score -1.159923e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -11599489.000000 Penalty: 3763.072510
	Iteration 55Q: 3 clusters Score -1.159949e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -11599682.000000 Penalty: 3763.072510
	Iteration 56Q: 3 clusters Score -1.159968e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -11599868.000000 Penalty: 3763.072510
	Iteration 57Q: 3 clusters Score -1.159987e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -11600047.000000 Penalty: 3763.072510
	Iteration 58Q: 3 clusters Score -1.160005e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -11600200.000000 Penalty: 3763.072510
	Iteration 59Q: 3 clusters Score -1.16002e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -11600333.000000 Penalty: 3763.072510
	Iteration 60F: 3 clusters Score -1.160033e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -11600446.000000 Penalty: 3763.072510
	Iteration 61Q: 3 clusters Score -1.160045e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -11600638.000000 Penalty: 3763.072510
	Iteration 62Q: 3 clusters Score -1.160064e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -11600749.000000 Penalty: 3763.072510
	Iteration 63Q: 3 clusters Score -1.160075e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -11600929.000000 Penalty: 3763.072510
	Iteration 64Q: 3 clusters Score -1.160093e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90963 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -11600981.000000 Penalty: 3763.072510
	Iteration 65Q: 3 clusters Score -1.160098e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -11601141.000000 Penalty: 3763.072510
	Iteration 66Q: 3 clusters Score -1.160114e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -11601289.000000 Penalty: 3763.072510
	Iteration 67Q: 3 clusters Score -1.160129e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -11601386.000000 Penalty: 3763.072510
	Iteration 68Q: 3 clusters Score -1.160139e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -11601441.000000 Penalty: 3763.072510
	Iteration 69Q: 3 clusters Score -1.160144e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -11601593.000000 Penalty: 3763.072510
	Iteration 70Q: 3 clusters Score -1.160159e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -11601670.000000 Penalty: 3763.072510
	Iteration 71Q: 3 clusters Score -1.160167e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -11601755.000000 Penalty: 3763.072510
	Iteration 72Q: 3 clusters Score -1.160176e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -11601820.000000 Penalty: 3763.072510
	Iteration 73Q: 3 clusters Score -1.160182e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -11601878.000000 Penalty: 3763.072510
	Iteration 74Q: 3 clusters Score -1.160188e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -11601929.000000 Penalty: 3763.072510
	Iteration 75Q: 3 clusters Score -1.160193e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -11601968.000000 Penalty: 3763.072510
	Iteration 76Q: 3 clusters Score -1.160197e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -11601990.000000 Penalty: 3763.072510
	Iteration 77Q: 3 clusters Score -1.160199e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -11602013.000000 Penalty: 3763.072510
	Iteration 78Q: 3 clusters Score -1.160201e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -11602019.000000 Penalty: 3763.072510
	Iteration 79Q: 3 clusters Score -1.160202e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -11602088.000000 Penalty: 3763.072510
	Iteration 80F: 3 clusters Score -1.160209e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -11602145.000000 Penalty: 3763.072510
	Iteration 81Q: 3 clusters Score -1.160214e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97401 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -11602162.000000 Penalty: 3763.072510
	Iteration 82Q: 3 clusters Score -1.160216e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -11602194.000000 Penalty: 3763.072510
	Iteration 83Q: 3 clusters Score -1.160219e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -11602183.000000 Penalty: 3763.072510
	Iteration 84Q: 3 clusters Score -1.160218e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -11602203.000000 Penalty: 3763.072510
	Iteration 85Q: 3 clusters Score -1.16022e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -11602236.000000 Penalty: 3763.072510
	Iteration 86Q: 3 clusters Score -1.160224e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98306 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -11602268.000000 Penalty: 3763.072510
	Iteration 87Q: 3 clusters Score -1.160227e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -11602280.000000 Penalty: 3763.072510
	Iteration 88Q: 3 clusters Score -1.160228e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -11602314.000000 Penalty: 3763.072510
	Iteration 89Q: 3 clusters Score -1.160231e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98688 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -11602325.000000 Penalty: 3763.072510
	Iteration 90Q: 3 clusters Score -1.160232e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -11602347.000000 Penalty: 3763.072510
	Iteration 91Q: 3 clusters Score -1.160235e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98929 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -11602362.000000 Penalty: 3763.072510
	Iteration 92Q: 3 clusters Score -1.160236e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99040 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -11602363.000000 Penalty: 3763.072510
	Iteration 93Q: 3 clusters Score -1.160236e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99160 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -11602370.000000 Penalty: 3763.072510
	Iteration 94Q: 3 clusters Score -1.160237e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -11602387.000000 Penalty: 3763.072510
	Iteration 95Q: 3 clusters Score -1.160239e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -11602397.000000 Penalty: 3763.072510
	Iteration 96Q: 3 clusters Score -1.16024e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -11602419.000000 Penalty: 3763.072510
	Iteration 97Q: 3 clusters Score -1.160242e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -11602429.000000 Penalty: 3763.072510
	Iteration 98Q: 3 clusters Score -1.160243e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -11602424.000000 Penalty: 3763.072510
	Iteration 99Q: 3 clusters Score -1.160242e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -11602435.000000 Penalty: 3763.072510
	Iteration 100F: 3 clusters Score -1.160244e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99874 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -11602470.000000 Penalty: 3763.072510
	Iteration 101Q: 3 clusters Score -1.160247e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -11602469.000000 Penalty: 3763.072510
	Iteration 102Q: 3 clusters Score -1.160247e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -11602487.000000 Penalty: 3763.072510
	Iteration 103Q: 3 clusters Score -1.160249e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -11602483.000000 Penalty: 3763.072510
	Iteration 104Q: 3 clusters Score -1.160248e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -11602491.000000 Penalty: 3763.072510
	Iteration 105Q: 3 clusters Score -1.160249e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -11602507.000000 Penalty: 3763.072510
	Iteration 106Q: 3 clusters Score -1.160251e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100480 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -11602557.000000 Penalty: 3763.072510
	Iteration 107Q: 3 clusters Score -1.160256e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -11602567.000000 Penalty: 3763.072510
	Iteration 108Q: 3 clusters Score -1.160257e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -11602568.000000 Penalty: 3763.072510
	Iteration 109Q: 3 clusters Score -1.160257e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -11602561.000000 Penalty: 3763.072510
	Iteration 110Q: 3 clusters Score -1.160256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -11602533.000000 Penalty: 3763.072510
	Iteration 111Q: 3 clusters Score -1.160253e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -11602550.000000 Penalty: 3763.072510
	Iteration 112Q: 3 clusters Score -1.160255e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -11602562.000000 Penalty: 3763.072510
	Iteration 113Q: 3 clusters Score -1.160256e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -11602564.000000 Penalty: 3763.072510
	Iteration 114Q: 3 clusters Score -1.160256e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -11602583.000000 Penalty: 3763.072510
	Iteration 115Q: 3 clusters Score -1.160258e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -11602601.000000 Penalty: 3763.072510
	Iteration 116Q: 3 clusters Score -1.16026e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101350 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -11602594.000000 Penalty: 3763.072510
	Iteration 117Q: 3 clusters Score -1.160259e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -11602637.000000 Penalty: 3763.072510
	Iteration 118Q: 3 clusters Score -1.160264e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101516 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -11602623.000000 Penalty: 3763.072510
	Iteration 119Q: 3 clusters Score -1.160262e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -11602652.000000 Penalty: 3763.072510
	Iteration 120F: 3 clusters Score -1.160265e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101654 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -11602670.000000 Penalty: 3763.072510
	Iteration 121Q: 3 clusters Score -1.160267e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101732 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -11602700.000000 Penalty: 3763.072510
	Iteration 122Q: 3 clusters Score -1.16027e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -11602697.000000 Penalty: 3763.072510
	Iteration 123Q: 3 clusters Score -1.16027e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -11602694.000000 Penalty: 3763.072510
	Iteration 124Q: 3 clusters Score -1.160269e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -11602709.000000 Penalty: 3763.072510
	Iteration 125Q: 3 clusters Score -1.160271e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -11602719.000000 Penalty: 3763.072510
	Iteration 126Q: 3 clusters Score -1.160272e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -11602729.000000 Penalty: 3763.072510
	Iteration 127Q: 3 clusters Score -1.160273e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -11602740.000000 Penalty: 3763.072510
	Iteration 128Q: 3 clusters Score -1.160274e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -11602732.000000 Penalty: 3763.072510
	Iteration 129Q: 3 clusters Score -1.160273e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -11602735.000000 Penalty: 3763.072510
	Iteration 130Q: 3 clusters Score -1.160274e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102282 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -11602744.000000 Penalty: 3763.072510
	Iteration 131Q: 3 clusters Score -1.160274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102349 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -11602746.000000 Penalty: 3763.072510
	Iteration 132Q: 3 clusters Score -1.160275e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -11602749.000000 Penalty: 3763.072510
	Iteration 133Q: 3 clusters Score -1.160275e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -11602738.000000 Penalty: 3763.072510
	Iteration 134Q: 3 clusters Score -1.160274e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -11602756.000000 Penalty: 3763.072510
	Iteration 135Q: 3 clusters Score -1.160276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -11602761.000000 Penalty: 3763.072510
	Iteration 136Q: 3 clusters Score -1.160276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -11602755.000000 Penalty: 3763.072510
	Iteration 137Q: 3 clusters Score -1.160276e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -11602755.000000 Penalty: 3763.072510
	Iteration 138Q: 3 clusters Score -1.160276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -11602770.000000 Penalty: 3763.072510
	Iteration 139Q: 3 clusters Score -1.160277e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -11602767.000000 Penalty: 3763.072510
	Iteration 140F: 3 clusters Score -1.160277e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -11602764.000000 Penalty: 3763.072510
	Iteration 141Q: 3 clusters Score -1.160276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102905 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -11602778.000000 Penalty: 3763.072510
	Iteration 142Q: 3 clusters Score -1.160278e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102943 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -11602799.000000 Penalty: 3763.072510
	Iteration 143Q: 3 clusters Score -1.16028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102985 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -11602808.000000 Penalty: 3763.072510
	Iteration 144Q: 3 clusters Score -1.160281e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -11602779.000000 Penalty: 3763.072510
	Iteration 145Q: 3 clusters Score -1.160278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -11602781.000000 Penalty: 3763.072510
	Iteration 146Q: 3 clusters Score -1.160278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -11602805.000000 Penalty: 3763.072510
	Iteration 147Q: 3 clusters Score -1.16028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -11602802.000000 Penalty: 3763.072510
	Iteration 148Q: 3 clusters Score -1.16028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -11602783.000000 Penalty: 3763.072510
	Iteration 149Q: 3 clusters Score -1.160278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -11602778.000000 Penalty: 3763.072510
	Iteration 150Q: 3 clusters Score -1.160278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -11602800.000000 Penalty: 3763.072510
	Iteration 151Q: 3 clusters Score -1.16028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -11602785.000000 Penalty: 3763.072510
	Iteration 152Q: 3 clusters Score -1.160278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -11602777.000000 Penalty: 3763.072510
	Iteration 153Q: 3 clusters Score -1.160278e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -11602781.000000 Penalty: 3763.072510
	Iteration 154Q: 3 clusters Score -1.160278e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103326 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -11602774.000000 Penalty: 3763.072510
	Iteration 155Q: 3 clusters Score -1.160277e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -11602795.000000 Penalty: 3763.072510
	Iteration 156Q: 3 clusters Score -1.16028e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -11602799.000000 Penalty: 3763.072510
	Iteration 157Q: 3 clusters Score -1.16028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -11602788.000000 Penalty: 3763.072510
	Iteration 158Q: 3 clusters Score -1.160279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -11602813.000000 Penalty: 3763.072510
	Iteration 159Q: 3 clusters Score -1.160281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -11602807.000000 Penalty: 3763.072510
	Iteration 160F: 3 clusters Score -1.160281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103470 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -11602824.000000 Penalty: 3763.072510
	Iteration 161Q: 3 clusters Score -1.160282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -11602826.000000 Penalty: 3763.072510
	Iteration 162Q: 3 clusters Score -1.160283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -11602829.000000 Penalty: 3763.072510
	Iteration 163Q: 3 clusters Score -1.160283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -11602820.000000 Penalty: 3763.072510
	Iteration 164Q: 3 clusters Score -1.160282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -11602798.000000 Penalty: 3763.072510
	Iteration 165Q: 3 clusters Score -1.16028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -11602801.000000 Penalty: 3763.072510
	Iteration 166Q: 3 clusters Score -1.16028e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -11602823.000000 Penalty: 3763.072510
	Iteration 167Q: 3 clusters Score -1.160282e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -11602837.000000 Penalty: 3763.072510
	Iteration 168Q: 3 clusters Score -1.160284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -11602830.000000 Penalty: 3763.072510
	Iteration 169Q: 3 clusters Score -1.160283e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -11602844.000000 Penalty: 3763.072510
	Iteration 170Q: 3 clusters Score -1.160284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103763 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -11602835.000000 Penalty: 3763.072510
	Iteration 171Q: 3 clusters Score -1.160284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -11602840.000000 Penalty: 3763.072510
	Iteration 172Q: 3 clusters Score -1.160284e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -11602864.000000 Penalty: 3763.072510
	Iteration 173Q: 3 clusters Score -1.160286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -11602842.000000 Penalty: 3763.072510
	Iteration 174Q: 3 clusters Score -1.160284e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -11602848.000000 Penalty: 3763.072510
	Iteration 175Q: 3 clusters Score -1.160285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -11602876.000000 Penalty: 3763.072510
	Iteration 176Q: 3 clusters Score -1.160288e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -11602865.000000 Penalty: 3763.072510
	Iteration 177Q: 3 clusters Score -1.160286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -11602865.000000 Penalty: 3763.072510
	Iteration 178Q: 3 clusters Score -1.160286e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -11602868.000000 Penalty: 3763.072510
	Iteration 179Q: 3 clusters Score -1.160287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -11602877.000000 Penalty: 3763.072510
	Iteration 180F: 3 clusters Score -1.160288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104057 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -11602889.000000 Penalty: 3763.072510
	Iteration 181Q: 3 clusters Score -1.160289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -11602871.000000 Penalty: 3763.072510
	Iteration 182Q: 3 clusters Score -1.160287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -11602883.000000 Penalty: 3763.072510
	Iteration 183Q: 3 clusters Score -1.160288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -11602898.000000 Penalty: 3763.072510
	Iteration 184Q: 3 clusters Score -1.16029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -11602883.000000 Penalty: 3763.072510
	Iteration 185Q: 3 clusters Score -1.160288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -11602883.000000 Penalty: 3763.072510
	Iteration 186Q: 3 clusters Score -1.160288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -11602891.000000 Penalty: 3763.072510
	Iteration 187Q: 3 clusters Score -1.160289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -11602887.000000 Penalty: 3763.072510
	Iteration 188Q: 3 clusters Score -1.160289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -11602884.000000 Penalty: 3763.072510
	Iteration 189Q: 3 clusters Score -1.160288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104225 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -11602896.000000 Penalty: 3763.072510
	Iteration 190Q: 3 clusters Score -1.16029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -11602892.000000 Penalty: 3763.072510
	Iteration 191Q: 3 clusters Score -1.160289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104235 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -11602894.000000 Penalty: 3763.072510
	Iteration 192Q: 3 clusters Score -1.160289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104241 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -11602893.000000 Penalty: 3763.072510
	Iteration 193Q: 3 clusters Score -1.160289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -11602888.000000 Penalty: 3763.072510
	Iteration 194Q: 3 clusters Score -1.160289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -11602889.000000 Penalty: 3763.072510
	Iteration 195Q: 3 clusters Score -1.160289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -11602891.000000 Penalty: 3763.072510
	Iteration 196Q: 3 clusters Score -1.160289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104282 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -11602902.000000 Penalty: 3763.072510
	Iteration 197Q: 3 clusters Score -1.16029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -11602887.000000 Penalty: 3763.072510
	Iteration 198Q: 3 clusters Score -1.160289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -11602897.000000 Penalty: 3763.072510
	Iteration 199Q: 3 clusters Score -1.16029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -11602923.000000 Penalty: 3763.072510
	Iteration 200F: 3 clusters Score -1.160292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104315 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -11602915.000000 Penalty: 3763.072510
	Iteration 201Q: 3 clusters Score -1.160292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -11602911.000000 Penalty: 3763.072510
	Iteration 202Q: 3 clusters Score -1.160291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -11602917.000000 Penalty: 3763.072510
	Iteration 203Q: 3 clusters Score -1.160292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -11602909.000000 Penalty: 3763.072510
	Iteration 204Q: 3 clusters Score -1.160291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -11602904.000000 Penalty: 3763.072510
	Iteration 205Q: 3 clusters Score -1.16029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104371 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -11602918.000000 Penalty: 3763.072510
	Iteration 206Q: 3 clusters Score -1.160292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104381 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -11602903.000000 Penalty: 3763.072510
	Iteration 207Q: 3 clusters Score -1.16029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -11602913.000000 Penalty: 3763.072510
	Iteration 208Q: 3 clusters Score -1.160291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -11602922.000000 Penalty: 3763.072510
	Iteration 209Q: 3 clusters Score -1.160292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -11602919.000000 Penalty: 3763.072510
	Iteration 210Q: 3 clusters Score -1.160292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -11602917.000000 Penalty: 3763.072510
	Iteration 211Q: 3 clusters Score -1.160292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104432 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -11602911.000000 Penalty: 3763.072510
	Iteration 212Q: 3 clusters Score -1.160291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -11602917.000000 Penalty: 3763.072510
	Iteration 213Q: 3 clusters Score -1.160292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -11602929.000000 Penalty: 3763.072510
	Iteration 214Q: 3 clusters Score -1.160293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -11602936.000000 Penalty: 3763.072510
	Iteration 215Q: 3 clusters Score -1.160294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -11602949.000000 Penalty: 3763.072510
	Iteration 216Q: 3 clusters Score -1.160295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -11602947.000000 Penalty: 3763.072510
	Iteration 217Q: 3 clusters Score -1.160295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -11602937.000000 Penalty: 3763.072510
	Iteration 218Q: 3 clusters Score -1.160294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104507 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -11602934.000000 Penalty: 3763.072510
	Iteration 219Q: 3 clusters Score -1.160293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -11602940.000000 Penalty: 3763.072510
	Iteration 220F: 3 clusters Score -1.160294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -11602933.000000 Penalty: 3763.072510
	Iteration 221Q: 3 clusters Score -1.160293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -11602934.000000 Penalty: 3763.072510
	Iteration 222Q: 3 clusters Score -1.160293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -11602936.000000 Penalty: 3763.072510
	Iteration 223Q: 3 clusters Score -1.160294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104539 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -11602942.000000 Penalty: 3763.072510
	Iteration 224Q: 3 clusters Score -1.160294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104548 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -11602956.000000 Penalty: 3763.072510
	Iteration 225Q: 3 clusters Score -1.160296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11602951.000000 Penalty: 3763.072510
	Iteration 226Q: 3 clusters Score -1.160295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -11602950.000000 Penalty: 3763.072510
	Iteration 227Q: 3 clusters Score -1.160295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -11602947.000000 Penalty: 3763.072510
	Iteration 228Q: 3 clusters Score -1.160295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -11602945.000000 Penalty: 3763.072510
	Iteration 229Q: 3 clusters Score -1.160294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -11602946.000000 Penalty: 3763.072510
	Iteration 230Q: 3 clusters Score -1.160295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11602955.000000 Penalty: 3763.072510
	Iteration 231Q: 3 clusters Score -1.160296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -11602951.000000 Penalty: 3763.072510
	Iteration 232Q: 3 clusters Score -1.160295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -11602948.000000 Penalty: 3763.072510
	Iteration 233Q: 3 clusters Score -1.160295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -11602945.000000 Penalty: 3763.072510
	Iteration 234Q: 3 clusters Score -1.160294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -11602948.000000 Penalty: 3763.072510
	Iteration 235Q: 3 clusters Score -1.160295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -11602945.000000 Penalty: 3763.072510
	Iteration 236Q: 3 clusters Score -1.160294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -11602947.000000 Penalty: 3763.072510
	Iteration 237Q: 3 clusters Score -1.160295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -11602953.000000 Penalty: 3763.072510
	Iteration 238Q: 3 clusters Score -1.160295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -11602940.000000 Penalty: 3763.072510
	Iteration 239Q: 3 clusters Score -1.160294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -11602941.000000 Penalty: 3763.072510
	Iteration 240F: 3 clusters Score -1.160294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -11602946.000000 Penalty: 3763.072510
	Iteration 241Q: 3 clusters Score -1.160295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104686 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11602940.000000 Penalty: 3763.072510
	Iteration 242Q: 3 clusters Score -1.160294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -11602937.000000 Penalty: 3763.072510
	Iteration 243Q: 3 clusters Score -1.160294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104701 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11602940.000000 Penalty: 3763.072510
	Iteration 244Q: 3 clusters Score -1.160294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -11602939.000000 Penalty: 3763.072510
	Iteration 245Q: 3 clusters Score -1.160294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104711 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11602950.000000 Penalty: 3763.072510
	Iteration 246Q: 3 clusters Score -1.160295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104713 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -11602947.000000 Penalty: 3763.072510
	Iteration 247Q: 3 clusters Score -1.160295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104717 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -11602946.000000 Penalty: 3763.072510
	Iteration 248Q: 3 clusters Score -1.160295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104723 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -11602954.000000 Penalty: 3763.072510
	Iteration 249Q: 3 clusters Score -1.160295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -11602944.000000 Penalty: 3763.072510
	Iteration 250Q: 3 clusters Score -1.160294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11602962.000000 Penalty: 3763.072510
	Iteration 251Q: 3 clusters Score -1.160296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11602978.000000 Penalty: 3763.072510
	Iteration 252Q: 3 clusters Score -1.160298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -11602984.000000 Penalty: 3763.072510
	Iteration 253Q: 3 clusters Score -1.160298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -11602977.000000 Penalty: 3763.072510
	Iteration 254Q: 3 clusters Score -1.160298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104749 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11602979.000000 Penalty: 3763.072510
	Iteration 255Q: 3 clusters Score -1.160298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11602996.000000 Penalty: 3763.072510
	Iteration 256Q: 3 clusters Score -1.1603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -11603011.000000 Penalty: 3763.072510
	Iteration 257Q: 3 clusters Score -1.160301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -11602996.000000 Penalty: 3763.072510
	Iteration 258Q: 3 clusters Score -1.1603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104778 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11603002.000000 Penalty: 3763.072510
	Iteration 259Q: 3 clusters Score -1.1603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104783 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11603007.000000 Penalty: 3763.072510
	Iteration 260F: 3 clusters Score -1.160301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104786 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -11603011.000000 Penalty: 3763.072510
	Iteration 261Q: 3 clusters Score -1.160301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104789 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -11603017.000000 Penalty: 3763.072510
	Iteration 262Q: 3 clusters Score -1.160302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -11603010.000000 Penalty: 3763.072510
	Iteration 263Q: 3 clusters Score -1.160301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104807 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11603016.000000 Penalty: 3763.072510
	Iteration 264Q: 3 clusters Score -1.160302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104815 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -11603025.000000 Penalty: 3763.072510
	Iteration 265Q: 3 clusters Score -1.160302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -11603024.000000 Penalty: 3763.072510
	Iteration 266Q: 3 clusters Score -1.160302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104849 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -11603016.000000 Penalty: 3763.072510
	Iteration 267Q: 3 clusters Score -1.160302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11603025.000000 Penalty: 3763.072510
	Iteration 268Q: 3 clusters Score -1.160302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104885 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11603021.000000 Penalty: 3763.072510
	Iteration 269Q: 3 clusters Score -1.160302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11603031.000000 Penalty: 3763.072510
	Iteration 270Q: 3 clusters Score -1.160303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11603040.000000 Penalty: 3763.072510
	Iteration 271Q: 3 clusters Score -1.160304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11603032.000000 Penalty: 3763.072510
	Iteration 272Q: 3 clusters Score -1.160303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -11603030.000000 Penalty: 3763.072510
	Iteration 273Q: 3 clusters Score -1.160303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -11603023.000000 Penalty: 3763.072510
	Iteration 274Q: 3 clusters Score -1.160302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -11603035.000000 Penalty: 3763.072510
	Iteration 275Q: 3 clusters Score -1.160304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104968 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -11603034.000000 Penalty: 3763.072510
	Iteration 276Q: 3 clusters Score -1.160303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -11603043.000000 Penalty: 3763.072510
	Iteration 277Q: 3 clusters Score -1.160304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -11603049.000000 Penalty: 3763.072510
	Iteration 278Q: 3 clusters Score -1.160305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11603049.000000 Penalty: 3763.072510
	Iteration 279Q: 3 clusters Score -1.160305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105026 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11603049.000000 Penalty: 3763.072510
	Iteration 280F: 3 clusters Score -1.160305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105043 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11603050.000000 Penalty: 3763.072510
	Iteration 281Q: 3 clusters Score -1.160305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11603050.000000 Penalty: 3763.072510
	Iteration 282Q: 3 clusters Score -1.160305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11603051.000000 Penalty: 3763.072510
	Iteration 283Q: 3 clusters Score -1.160305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105070 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -11603049.000000 Penalty: 3763.072510
	Iteration 284Q: 3 clusters Score -1.160305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11603056.000000 Penalty: 3763.072510
	Iteration 285Q: 3 clusters Score -1.160306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105081 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11603044.000000 Penalty: 3763.072510
	Iteration 286Q: 3 clusters Score -1.160304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -11603048.000000 Penalty: 3763.072510
	Iteration 287Q: 3 clusters Score -1.160305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11603049.000000 Penalty: 3763.072510
	Iteration 288Q: 3 clusters Score -1.160305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -11603045.000000 Penalty: 3763.072510
	Iteration 289Q: 3 clusters Score -1.160304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -11603036.000000 Penalty: 3763.072510
	Iteration 290Q: 3 clusters Score -1.160304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -11603041.000000 Penalty: 3763.072510
	Iteration 291Q: 3 clusters Score -1.160304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11603035.000000 Penalty: 3763.072510
	Iteration 292Q: 3 clusters Score -1.160304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11603032.000000 Penalty: 3763.072510
	Iteration 293Q: 3 clusters Score -1.160303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -11603039.000000 Penalty: 3763.072510
	Iteration 294Q: 3 clusters Score -1.160304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105132 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11603046.000000 Penalty: 3763.072510
	Iteration 295Q: 3 clusters Score -1.160305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105138 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -11603049.000000 Penalty: 3763.072510
	Iteration 296Q: 3 clusters Score -1.160305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105141 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11603042.000000 Penalty: 3763.072510
	Iteration 297Q: 3 clusters Score -1.160304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -11603044.000000 Penalty: 3763.072510
	Iteration 298Q: 3 clusters Score -1.160304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11603035.000000 Penalty: 3763.072510
	Iteration 299Q: 3 clusters Score -1.160304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11603030.000000 Penalty: 3763.072510
	Iteration 300F: 3 clusters Score -1.160303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105151 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -11603037.000000 Penalty: 3763.072510
	Iteration 301Q: 3 clusters Score -1.160304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11603039.000000 Penalty: 3763.072510
	Iteration 302Q: 3 clusters Score -1.160304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11603039.000000 Penalty: 3763.072510
	Iteration 303F: 3 clusters Score -1.160304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -91137.289062 Penalty: 1104.846558
	Iteration 0F: 2 clusters Score -91137.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89773.789062 Penalty: 2209.693115
	Iteration 0F: 3 clusters Score -89773.79 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90015.117188 Penalty: 2209.693115
	Iteration 1F: 3 clusters Score -90015.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90102.054688 Penalty: 2209.693115
	Iteration 2F: 3 clusters Score -90102.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90142.875000 Penalty: 2209.693115
	Iteration 3Q: 3 clusters Score -90142.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90183.023438 Penalty: 2209.693115
	Iteration 4Q: 3 clusters Score -90183.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90209.039062 Penalty: 2209.693115
	Iteration 5Q: 3 clusters Score -90209.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90238.007812 Penalty: 2209.693115
	Iteration 6Q: 3 clusters Score -90238.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90256.062500 Penalty: 2209.693115
	Iteration 7Q: 3 clusters Score -90256.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90276.250000 Penalty: 2209.693115
	Iteration 8Q: 3 clusters Score -90276.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90289.960938 Penalty: 2209.693115
	Iteration 9Q: 3 clusters Score -90289.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90315.875000 Penalty: 2209.693115
	Iteration 10Q: 3 clusters Score -90315.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90334.078125 Penalty: 2209.693115
	Iteration 11Q: 3 clusters Score -90334.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90366.070312 Penalty: 2209.693115
	Iteration 12Q: 3 clusters Score -90366.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90392.265625 Penalty: 2209.693115
	Iteration 13Q: 3 clusters Score -90392.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90422.320312 Penalty: 2209.693115
	Iteration 14Q: 3 clusters Score -90422.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90439.953125 Penalty: 2209.693115
	Iteration 15Q: 3 clusters Score -90439.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90455.117188 Penalty: 2209.693115
	Iteration 16Q: 3 clusters Score -90455.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90465.539062 Penalty: 2209.693115
	Iteration 17Q: 3 clusters Score -90465.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90476.289062 Penalty: 2209.693115
	Iteration 18Q: 3 clusters Score -90476.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -90486.406250 Penalty: 2209.693115
	Iteration 19Q: 3 clusters Score -90486.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90496.929688 Penalty: 2209.693115
	Iteration 20F: 3 clusters Score -90496.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90504.132812 Penalty: 2209.693115
	Iteration 21Q: 3 clusters Score -90504.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90511.718750 Penalty: 2209.693115
	Iteration 22Q: 3 clusters Score -90511.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90512.585938 Penalty: 2209.693115
	Iteration 23Q: 3 clusters Score -90512.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90513.437500 Penalty: 2209.693115
	Iteration 24Q: 3 clusters Score -90513.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90513.437500 Penalty: 2209.693115
	Iteration 25F: 3 clusters Score -90513.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Entering Unmasked Estep 
Score: -7192003.000000 Penalty: 1802.717285
	Iteration 0F: 2 clusters Score -7192003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -7147984.000000 Penalty: 3605.434570
	Iteration 0F: 3 clusters Score -7147984 nChanged 31277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -7166023.500000 Penalty: 3605.434570
	Iteration 1F: 3 clusters Score -7166024 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -7166618.500000 Penalty: 3605.434570
	Iteration 2Q: 3 clusters Score -7166618 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -7167287.000000 Penalty: 3605.434570
	Iteration 3Q: 3 clusters Score -7167287 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -7168287.000000 Penalty: 3605.434570
	Iteration 4Q: 3 clusters Score -7168287 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -7169723.500000 Penalty: 3605.434570
	Iteration 5Q: 3 clusters Score -7169724 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7171846.000000 Penalty: 3605.434570
	Iteration 6F: 3 clusters Score -7171846 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -7174818.500000 Penalty: 3605.434570
	Iteration 7F: 3 clusters Score -7174818 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -7178346.000000 Penalty: 3605.434570
	Iteration 8F: 3 clusters Score -7178346 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -7181564.500000 Penalty: 3605.434570
	Iteration 9F: 3 clusters Score -7181564 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -7183503.500000 Penalty: 3605.434570
	Iteration 10Q: 3 clusters Score -7183504 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -7184674.500000 Penalty: 3605.434570
	Iteration 11Q: 3 clusters Score -7184674 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7185606.500000 Penalty: 3605.434570
	Iteration 12Q: 3 clusters Score -7185606 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -7186360.500000 Penalty: 3605.434570
	Iteration 13Q: 3 clusters Score -7186360 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -7187014.000000 Penalty: 3605.434570
	Iteration 14Q: 3 clusters Score -7187014 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -7187563.000000 Penalty: 3605.434570
	Iteration 15Q: 3 clusters Score -7187563 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -7188093.000000 Penalty: 3605.434570
	Iteration 16Q: 3 clusters Score -7188093 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -7188485.500000 Penalty: 3605.434570
	Iteration 17Q: 3 clusters Score -7188486 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7188802.000000 Penalty: 3605.434570
	Iteration 18Q: 3 clusters Score -7188802 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -7189062.500000 Penalty: 3605.434570
	Iteration 19Q: 3 clusters Score -7189062 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -7189262.500000 Penalty: 3605.434570
	Iteration 20F: 3 clusters Score -7189262 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -7189421.500000 Penalty: 3605.434570
	Iteration 21Q: 3 clusters Score -7189422 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -7189557.500000 Penalty: 3605.434570
	Iteration 22Q: 3 clusters Score -7189558 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -7189697.000000 Penalty: 3605.434570
	Iteration 23Q: 3 clusters Score -7189697 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -7189805.500000 Penalty: 3605.434570
	Iteration 24Q: 3 clusters Score -7189806 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -7189901.000000 Penalty: 3605.434570
	Iteration 25Q: 3 clusters Score -7189901 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -7190022.500000 Penalty: 3605.434570
	Iteration 26Q: 3 clusters Score -7190022 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -7190091.500000 Penalty: 3605.434570
	Iteration 27Q: 3 clusters Score -7190092 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -7190149.500000 Penalty: 3605.434570
	Iteration 28Q: 3 clusters Score -7190150 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -7190193.000000 Penalty: 3605.434570
	Iteration 29Q: 3 clusters Score -7190193 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -7190232.500000 Penalty: 3605.434570
	Iteration 30Q: 3 clusters Score -7190232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -7190255.000000 Penalty: 3605.434570
	Iteration 31Q: 3 clusters Score -7190255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -7190281.000000 Penalty: 3605.434570
	Iteration 32Q: 3 clusters Score -7190281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -7190302.000000 Penalty: 3605.434570
	Iteration 33Q: 3 clusters Score -7190302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -7190324.000000 Penalty: 3605.434570
	Iteration 34Q: 3 clusters Score -7190324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -7190336.000000 Penalty: 3605.434570
	Iteration 35Q: 3 clusters Score -7190336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -7190365.500000 Penalty: 3605.434570
	Iteration 36Q: 3 clusters Score -7190366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -7190384.000000 Penalty: 3605.434570
	Iteration 37Q: 3 clusters Score -7190384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -7190409.500000 Penalty: 3605.434570
	Iteration 38Q: 3 clusters Score -7190410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -7190421.000000 Penalty: 3605.434570
	Iteration 39Q: 3 clusters Score -7190421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -7190445.500000 Penalty: 3605.434570
	Iteration 40F: 3 clusters Score -7190446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -7190456.000000 Penalty: 3605.434570
	Iteration 41Q: 3 clusters Score -7190456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -7190473.000000 Penalty: 3605.434570
	Iteration 42Q: 3 clusters Score -7190473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -7190477.500000 Penalty: 3605.434570
	Iteration 43Q: 3 clusters Score -7190478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -7190475.000000 Penalty: 3605.434570
	Iteration 44Q: 3 clusters Score -7190475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -7190473.500000 Penalty: 3605.434570
	Iteration 45Q: 3 clusters Score -7190474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -7190491.000000 Penalty: 3605.434570
	Iteration 46Q: 3 clusters Score -7190491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -7190492.500000 Penalty: 3605.434570
	Iteration 47Q: 3 clusters Score -7190492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -7190489.500000 Penalty: 3605.434570
	Iteration 48Q: 3 clusters Score -7190490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -7190500.500000 Penalty: 3605.434570
	Iteration 49Q: 3 clusters Score -7190500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -7190501.000000 Penalty: 3605.434570
	Iteration 50Q: 3 clusters Score -7190501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -7190502.000000 Penalty: 3605.434570
	Iteration 51Q: 3 clusters Score -7190502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -7190500.500000 Penalty: 3605.434570
	Iteration 52Q: 3 clusters Score -7190500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -7190500.500000 Penalty: 3605.434570
	Iteration 53Q: 3 clusters Score -7190500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -7190510.000000 Penalty: 3605.434570
	Iteration 54Q: 3 clusters Score -7190510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -7190513.500000 Penalty: 3605.434570
	Iteration 55Q: 3 clusters Score -7190514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -7190510.500000 Penalty: 3605.434570
	Iteration 56Q: 3 clusters Score -7190510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -7190508.000000 Penalty: 3605.434570
	Iteration 57Q: 3 clusters Score -7190508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -7190513.000000 Penalty: 3605.434570
	Iteration 58Q: 3 clusters Score -7190513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -7190513.500000 Penalty: 3605.434570
	Iteration 59Q: 3 clusters Score -7190514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -7190514.500000 Penalty: 3605.434570
	Iteration 60F: 3 clusters Score -7190514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -7190527.000000 Penalty: 3605.434570
	Iteration 61Q: 3 clusters Score -7190527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -7190528.000000 Penalty: 3605.434570
	Iteration 62Q: 3 clusters Score -7190528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -7190527.500000 Penalty: 3605.434570
	Iteration 63Q: 3 clusters Score -7190528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -7190529.500000 Penalty: 3605.434570
	Iteration 64Q: 3 clusters Score -7190530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -7190525.500000 Penalty: 3605.434570
	Iteration 65Q: 3 clusters Score -7190526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -7190533.500000 Penalty: 3605.434570
	Iteration 66Q: 3 clusters Score -7190534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -7190538.000000 Penalty: 3605.434570
	Iteration 67Q: 3 clusters Score -7190538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -7190536.500000 Penalty: 3605.434570
	Iteration 68Q: 3 clusters Score -7190536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -7190532.000000 Penalty: 3605.434570
	Iteration 69Q: 3 clusters Score -7190532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -7190535.500000 Penalty: 3605.434570
	Iteration 70Q: 3 clusters Score -7190536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -7190539.000000 Penalty: 3605.434570
	Iteration 71Q: 3 clusters Score -7190539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -7190546.000000 Penalty: 3605.434570
	Iteration 72Q: 3 clusters Score -7190546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -7190547.500000 Penalty: 3605.434570
	Iteration 73Q: 3 clusters Score -7190548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -7190546.000000 Penalty: 3605.434570
	Iteration 74Q: 3 clusters Score -7190546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -7190551.000000 Penalty: 3605.434570
	Iteration 75Q: 3 clusters Score -7190551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -7190553.500000 Penalty: 3605.434570
	Iteration 76Q: 3 clusters Score -7190554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -7190550.500000 Penalty: 3605.434570
	Iteration 77Q: 3 clusters Score -7190550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -7190555.000000 Penalty: 3605.434570
	Iteration 78Q: 3 clusters Score -7190555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -7190561.000000 Penalty: 3605.434570
	Iteration 79Q: 3 clusters Score -7190561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -7190565.500000 Penalty: 3605.434570
	Iteration 80F: 3 clusters Score -7190566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -7190562.000000 Penalty: 3605.434570
	Iteration 81Q: 3 clusters Score -7190562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -7190565.500000 Penalty: 3605.434570
	Iteration 82Q: 3 clusters Score -7190566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -7190563.500000 Penalty: 3605.434570
	Iteration 83Q: 3 clusters Score -7190564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -7190565.000000 Penalty: 3605.434570
	Iteration 84Q: 3 clusters Score -7190565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -7190567.500000 Penalty: 3605.434570
	Iteration 85Q: 3 clusters Score -7190568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -7190561.500000 Penalty: 3605.434570
	Iteration 86Q: 3 clusters Score -7190562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -7190560.500000 Penalty: 3605.434570
	Iteration 87Q: 3 clusters Score -7190560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -7190562.000000 Penalty: 3605.434570
	Iteration 88Q: 3 clusters Score -7190562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -7190565.500000 Penalty: 3605.434570
	Iteration 89Q: 3 clusters Score -7190566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -7190566.000000 Penalty: 3605.434570
	Iteration 90Q: 3 clusters Score -7190566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -7190566.000000 Penalty: 3605.434570
	Iteration 91F: 3 clusters Score -7190566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -230981.875000 Penalty: 1249.597168
	Iteration 0F: 2 clusters Score -230981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -228778.171875 Penalty: 2499.194336
	Iteration 0F: 3 clusters Score -228778.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -229299.484375 Penalty: 2499.194336
	Iteration 1F: 3 clusters Score -229299.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -229486.078125 Penalty: 2499.194336
	Iteration 2F: 3 clusters Score -229486.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -229604.796875 Penalty: 2499.194336
	Iteration 3F: 3 clusters Score -229604.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -229663.062500 Penalty: 2499.194336
	Iteration 4Q: 3 clusters Score -229663.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -229702.156250 Penalty: 2499.194336
	Iteration 5Q: 3 clusters Score -229702.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -229734.015625 Penalty: 2499.194336
	Iteration 6Q: 3 clusters Score -229734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -229770.218750 Penalty: 2499.194336
	Iteration 7Q: 3 clusters Score -229770.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -229803.687500 Penalty: 2499.194336
	Iteration 8Q: 3 clusters Score -229803.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -229830.296875 Penalty: 2499.194336
	Iteration 9Q: 3 clusters Score -229830.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -229846.390625 Penalty: 2499.194336
	Iteration 10Q: 3 clusters Score -229846.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -229859.125000 Penalty: 2499.194336
	Iteration 11Q: 3 clusters Score -229859.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -229865.015625 Penalty: 2499.194336
	Iteration 12Q: 3 clusters Score -229865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -229870.609375 Penalty: 2499.194336
	Iteration 13Q: 3 clusters Score -229870.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -229877.921875 Penalty: 2499.194336
	Iteration 14Q: 3 clusters Score -229877.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -229886.140625 Penalty: 2499.194336
	Iteration 15Q: 3 clusters Score -229886.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -229890.796875 Penalty: 2499.194336
	Iteration 16Q: 3 clusters Score -229890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -229897.671875 Penalty: 2499.194336
	Iteration 17Q: 3 clusters Score -229897.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -229907.218750 Penalty: 2499.194336
	Iteration 18Q: 3 clusters Score -229907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -229911.906250 Penalty: 2499.194336
	Iteration 19Q: 3 clusters Score -229911.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -229916.234375 Penalty: 2499.194336
	Iteration 20F: 3 clusters Score -229916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -229920.406250 Penalty: 2499.194336
	Iteration 21Q: 3 clusters Score -229920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -229922.218750 Penalty: 2499.194336
	Iteration 22Q: 3 clusters Score -229922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -229925.562500 Penalty: 2499.194336
	Iteration 23Q: 3 clusters Score -229925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -229929.000000 Penalty: 2499.194336
	Iteration 24Q: 3 clusters Score -229929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -229933.375000 Penalty: 2499.194336
	Iteration 25Q: 3 clusters Score -229933.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -229938.953125 Penalty: 2499.194336
	Iteration 26Q: 3 clusters Score -229939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -229944.531250 Penalty: 2499.194336
	Iteration 27Q: 3 clusters Score -229944.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -229950.703125 Penalty: 2499.194336
	Iteration 28Q: 3 clusters Score -229950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -229954.000000 Penalty: 2499.194336
	Iteration 29Q: 3 clusters Score -229954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -229958.468750 Penalty: 2499.194336
	Iteration 30Q: 3 clusters Score -229958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -229962.109375 Penalty: 2499.194336
	Iteration 31Q: 3 clusters Score -229962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -229967.109375 Penalty: 2499.194336
	Iteration 32Q: 3 clusters Score -229967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -229972.296875 Penalty: 2499.194336
	Iteration 33Q: 3 clusters Score -229972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -229975.484375 Penalty: 2499.194336
	Iteration 34Q: 3 clusters Score -229975.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -229979.140625 Penalty: 2499.194336
	Iteration 35Q: 3 clusters Score -229979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -229980.718750 Penalty: 2499.194336
	Iteration 36Q: 3 clusters Score -229980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -229982.593750 Penalty: 2499.194336
	Iteration 37Q: 3 clusters Score -229982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -229984.656250 Penalty: 2499.194336
	Iteration 38Q: 3 clusters Score -229984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -229986.593750 Penalty: 2499.194336
	Iteration 39Q: 3 clusters Score -229986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -229987.984375 Penalty: 2499.194336
	Iteration 40F: 3 clusters Score -229988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -229988.453125 Penalty: 2499.194336
	Iteration 41Q: 3 clusters Score -229988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -229989.562500 Penalty: 2499.194336
	Iteration 42Q: 3 clusters Score -229989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -229990.250000 Penalty: 2499.194336
	Iteration 43Q: 3 clusters Score -229990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -229990.625000 Penalty: 2499.194336
	Iteration 44Q: 3 clusters Score -229990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -229991.390625 Penalty: 2499.194336
	Iteration 45Q: 3 clusters Score -229991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -229992.484375 Penalty: 2499.194336
	Iteration 46Q: 3 clusters Score -229992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -229996.265625 Penalty: 2499.194336
	Iteration 47Q: 3 clusters Score -229996.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -229999.421875 Penalty: 2499.194336
	Iteration 48Q: 3 clusters Score -229999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -230003.640625 Penalty: 2499.194336
	Iteration 49Q: 3 clusters Score -230003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -230006.640625 Penalty: 2499.194336
	Iteration 50Q: 3 clusters Score -230006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -230007.750000 Penalty: 2499.194336
	Iteration 51Q: 3 clusters Score -230007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -230008.656250 Penalty: 2499.194336
	Iteration 52Q: 3 clusters Score -230008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -230010.343750 Penalty: 2499.194336
	Iteration 53Q: 3 clusters Score -230010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -230013.625000 Penalty: 2499.194336
	Iteration 54Q: 3 clusters Score -230013.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -230019.750000 Penalty: 2499.194336
	Iteration 55Q: 3 clusters Score -230019.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -230025.000000 Penalty: 2499.194336
	Iteration 56Q: 3 clusters Score -230025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -230030.687500 Penalty: 2499.194336
	Iteration 57Q: 3 clusters Score -230030.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -230034.484375 Penalty: 2499.194336
	Iteration 58Q: 3 clusters Score -230034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -230037.390625 Penalty: 2499.194336
	Iteration 59Q: 3 clusters Score -230037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -230043.250000 Penalty: 2499.194336
	Iteration 60F: 3 clusters Score -230043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -230050.078125 Penalty: 2499.194336
	Iteration 61Q: 3 clusters Score -230050.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -230062.671875 Penalty: 2499.194336
	Iteration 62Q: 3 clusters Score -230062.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -230076.281250 Penalty: 2499.194336
	Iteration 63Q: 3 clusters Score -230076.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -230091.734375 Penalty: 2499.194336
	Iteration 64Q: 3 clusters Score -230091.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -230124.250000 Penalty: 2499.194336
	Iteration 65Q: 3 clusters Score -230124.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -230185.250000 Penalty: 2499.194336
	Iteration 66Q: 3 clusters Score -230185.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -230276.250000 Penalty: 2499.194336
	Iteration 67Q: 3 clusters Score -230276.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -230372.453125 Penalty: 2499.194336
	Iteration 68Q: 3 clusters Score -230372.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -230418.687500 Penalty: 2499.194336
	Iteration 69Q: 3 clusters Score -230418.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -230450.203125 Penalty: 2499.194336
	Iteration 70Q: 3 clusters Score -230450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -230464.000000 Penalty: 2499.194336
	Iteration 71Q: 3 clusters Score -230464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -230468.984375 Penalty: 2499.194336
	Iteration 72Q: 3 clusters Score -230469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -230471.000000 Penalty: 2499.194336
	Iteration 73Q: 3 clusters Score -230471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -230471.296875 Penalty: 2499.194336
	Iteration 74Q: 3 clusters Score -230471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -230471.859375 Penalty: 2499.194336
	Iteration 75Q: 3 clusters Score -230471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -230471.859375 Penalty: 2499.194336
	Iteration 76F: 3 clusters Score -230471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Entering Unmasked Estep 
Score: -4501948.500000 Penalty: 1730.780518
	Iteration 0F: 2 clusters Score -4501948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4473764.000000 Penalty: 3461.561035
	Iteration 0F: 3 clusters Score -4473764 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4484785.000000 Penalty: 3461.561035
	Iteration 1F: 3 clusters Score -4484785 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -4485370.500000 Penalty: 3461.561035
	Iteration 2Q: 3 clusters Score -4485370 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4486249.000000 Penalty: 3461.561035
	Iteration 3Q: 3 clusters Score -4486249 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4487635.500000 Penalty: 3461.561035
	Iteration 4F: 3 clusters Score -4487636 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4489727.000000 Penalty: 3461.561035
	Iteration 5F: 3 clusters Score -4489727 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4492247.000000 Penalty: 3461.561035
	Iteration 6F: 3 clusters Score -4492247 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4494673.000000 Penalty: 3461.561035
	Iteration 7F: 3 clusters Score -4494673 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -4496736.000000 Penalty: 3461.561035
	Iteration 8F: 3 clusters Score -4496736 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -4498235.500000 Penalty: 3461.561035
	Iteration 9Q: 3 clusters Score -4498236 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4499235.500000 Penalty: 3461.561035
	Iteration 10Q: 3 clusters Score -4499236 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4499799.000000 Penalty: 3461.561035
	Iteration 11Q: 3 clusters Score -4499799 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4500107.500000 Penalty: 3461.561035
	Iteration 12Q: 3 clusters Score -4500108 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4500300.500000 Penalty: 3461.561035
	Iteration 13Q: 3 clusters Score -4500300 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4500436.000000 Penalty: 3461.561035
	Iteration 14Q: 3 clusters Score -4500436 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4500541.000000 Penalty: 3461.561035
	Iteration 15Q: 3 clusters Score -4500541 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4500651.000000 Penalty: 3461.561035
	Iteration 16Q: 3 clusters Score -4500651 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4500722.000000 Penalty: 3461.561035
	Iteration 17Q: 3 clusters Score -4500722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4500766.500000 Penalty: 3461.561035
	Iteration 18Q: 3 clusters Score -4500766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4500812.000000 Penalty: 3461.561035
	Iteration 19Q: 3 clusters Score -4500812 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4500829.000000 Penalty: 3461.561035
	Iteration 20F: 3 clusters Score -4500829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4500855.500000 Penalty: 3461.561035
	Iteration 21Q: 3 clusters Score -4500856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4500870.000000 Penalty: 3461.561035
	Iteration 22Q: 3 clusters Score -4500870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4500872.500000 Penalty: 3461.561035
	Iteration 23Q: 3 clusters Score -4500872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4500885.500000 Penalty: 3461.561035
	Iteration 24Q: 3 clusters Score -4500886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4500915.500000 Penalty: 3461.561035
	Iteration 25Q: 3 clusters Score -4500916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4500925.000000 Penalty: 3461.561035
	Iteration 26Q: 3 clusters Score -4500925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4500933.000000 Penalty: 3461.561035
	Iteration 27Q: 3 clusters Score -4500933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4500941.000000 Penalty: 3461.561035
	Iteration 28Q: 3 clusters Score -4500941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4500935.500000 Penalty: 3461.561035
	Iteration 29Q: 3 clusters Score -4500936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4500943.000000 Penalty: 3461.561035
	Iteration 30Q: 3 clusters Score -4500943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4500950.500000 Penalty: 3461.561035
	Iteration 31Q: 3 clusters Score -4500950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4500946.500000 Penalty: 3461.561035
	Iteration 32Q: 3 clusters Score -4500946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4500952.000000 Penalty: 3461.561035
	Iteration 33Q: 3 clusters Score -4500952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4500951.500000 Penalty: 3461.561035
	Iteration 34Q: 3 clusters Score -4500952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4500954.000000 Penalty: 3461.561035
	Iteration 35Q: 3 clusters Score -4500954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4500953.500000 Penalty: 3461.561035
	Iteration 36Q: 3 clusters Score -4500954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4500955.500000 Penalty: 3461.561035
	Iteration 37Q: 3 clusters Score -4500956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4500951.500000 Penalty: 3461.561035
	Iteration 38Q: 3 clusters Score -4500952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4500950.500000 Penalty: 3461.561035
	Iteration 39Q: 3 clusters Score -4500950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4500950.500000 Penalty: 3461.561035
	Iteration 40F: 3 clusters Score -4500950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175147 members 
Entering Unmasked Estep 
Score: -18999302.000000 Penalty: 1961.924316
	Iteration 0F: 2 clusters Score -1.89993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -18884882.000000 Penalty: 3923.848633
	Iteration 0F: 3 clusters Score -1.888488e+07 nChanged 84601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -18935164.000000 Penalty: 3923.848633
	Iteration 1F: 3 clusters Score -1.893516e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -18936650.000000 Penalty: 3923.848633
	Iteration 2Q: 3 clusters Score -1.893665e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83827 members 
Mstep: Class 2 contains 91320 members 
Entering Unmasked Estep 
Score: -18938798.000000 Penalty: 3923.848633
	Iteration 3Q: 3 clusters Score -1.89388e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -18942122.000000 Penalty: 3923.848633
	Iteration 4Q: 3 clusters Score -1.894212e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 96650 members 
Entering Unmasked Estep 
Score: -18947204.000000 Penalty: 3923.848633
	Iteration 5F: 3 clusters Score -1.89472e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -18954352.000000 Penalty: 3923.848633
	Iteration 6F: 3 clusters Score -1.895435e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -18963796.000000 Penalty: 3923.848633
	Iteration 7F: 3 clusters Score -1.89638e+07 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -18972820.000000 Penalty: 3923.848633
	Iteration 8F: 3 clusters Score -1.897282e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 116632 members 
Entering Unmasked Estep 
Score: -18978860.000000 Penalty: 3923.848633
	Iteration 9F: 3 clusters Score -1.897886e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -18981844.000000 Penalty: 3923.848633
	Iteration 10Q: 3 clusters Score -1.898184e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 120913 members 
Entering Unmasked Estep 
Score: -18983022.000000 Penalty: 3923.848633
	Iteration 11Q: 3 clusters Score -1.898302e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 122532 members 
Entering Unmasked Estep 
Score: -18983694.000000 Penalty: 3923.848633
	Iteration 12Q: 3 clusters Score -1.898369e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 124061 members 
Entering Unmasked Estep 
Score: -18984194.000000 Penalty: 3923.848633
	Iteration 13Q: 3 clusters Score -1.898419e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 125640 members 
Entering Unmasked Estep 
Score: -18984476.000000 Penalty: 3923.848633
	Iteration 14Q: 3 clusters Score -1.898448e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 127209 members 
Entering Unmasked Estep 
Score: -18984820.000000 Penalty: 3923.848633
	Iteration 15Q: 3 clusters Score -1.898482e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 128834 members 
Entering Unmasked Estep 
Score: -18985158.000000 Penalty: 3923.848633
	Iteration 16Q: 3 clusters Score -1.898516e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 130515 members 
Entering Unmasked Estep 
Score: -18985460.000000 Penalty: 3923.848633
	Iteration 17Q: 3 clusters Score -1.898546e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 132340 members 
Entering Unmasked Estep 
Score: -18985920.000000 Penalty: 3923.848633
	Iteration 18Q: 3 clusters Score -1.898592e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 134154 members 
Entering Unmasked Estep 
Score: -18986296.000000 Penalty: 3923.848633
	Iteration 19Q: 3 clusters Score -1.89863e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 136063 members 
Entering Unmasked Estep 
Score: -18986680.000000 Penalty: 3923.848633
	Iteration 20F: 3 clusters Score -1.898668e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 138113 members 
Entering Unmasked Estep 
Score: -18987174.000000 Penalty: 3923.848633
	Iteration 21Q: 3 clusters Score -1.898717e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 140191 members 
Entering Unmasked Estep 
Score: -18987744.000000 Penalty: 3923.848633
	Iteration 22Q: 3 clusters Score -1.898774e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 142228 members 
Entering Unmasked Estep 
Score: -18988408.000000 Penalty: 3923.848633
	Iteration 23Q: 3 clusters Score -1.898841e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 144220 members 
Entering Unmasked Estep 
Score: -18989000.000000 Penalty: 3923.848633
	Iteration 24Q: 3 clusters Score -1.8989e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 146188 members 
Entering Unmasked Estep 
Score: -18989568.000000 Penalty: 3923.848633
	Iteration 25Q: 3 clusters Score -1.898957e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 148198 members 
Entering Unmasked Estep 
Score: -18990152.000000 Penalty: 3923.848633
	Iteration 26Q: 3 clusters Score -1.899015e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 150161 members 
Entering Unmasked Estep 
Score: -18990788.000000 Penalty: 3923.848633
	Iteration 27Q: 3 clusters Score -1.899079e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 152035 members 
Entering Unmasked Estep 
Score: -18991354.000000 Penalty: 3923.848633
	Iteration 28Q: 3 clusters Score -1.899135e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 153831 members 
Entering Unmasked Estep 
Score: -18991956.000000 Penalty: 3923.848633
	Iteration 29Q: 3 clusters Score -1.899196e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 155584 members 
Entering Unmasked Estep 
Score: -18992594.000000 Penalty: 3923.848633
	Iteration 30Q: 3 clusters Score -1.899259e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 157264 members 
Entering Unmasked Estep 
Score: -18993126.000000 Penalty: 3923.848633
	Iteration 31Q: 3 clusters Score -1.899313e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -18993620.000000 Penalty: 3923.848633
	Iteration 32Q: 3 clusters Score -1.899362e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 160498 members 
Entering Unmasked Estep 
Score: -18994046.000000 Penalty: 3923.848633
	Iteration 33Q: 3 clusters Score -1.899405e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 161931 members 
Entering Unmasked Estep 
Score: -18994448.000000 Penalty: 3923.848633
	Iteration 34Q: 3 clusters Score -1.899445e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -18995022.000000 Penalty: 3923.848633
	Iteration 35Q: 3 clusters Score -1.899502e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 164523 members 
Entering Unmasked Estep 
Score: -18995644.000000 Penalty: 3923.848633
	Iteration 36Q: 3 clusters Score -1.899564e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 165722 members 
Entering Unmasked Estep 
Score: -18996120.000000 Penalty: 3923.848633
	Iteration 37Q: 3 clusters Score -1.899612e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 166830 members 
Entering Unmasked Estep 
Score: -18996594.000000 Penalty: 3923.848633
	Iteration 38Q: 3 clusters Score -1.899659e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 167877 members 
Entering Unmasked Estep 
Score: -18996914.000000 Penalty: 3923.848633
	Iteration 39Q: 3 clusters Score -1.899691e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -18997202.000000 Penalty: 3923.848633
	Iteration 40F: 3 clusters Score -1.89972e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 169711 members 
Entering Unmasked Estep 
Score: -18997458.000000 Penalty: 3923.848633
	Iteration 41Q: 3 clusters Score -1.899746e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 170459 members 
Entering Unmasked Estep 
Score: -18997646.000000 Penalty: 3923.848633
	Iteration 42Q: 3 clusters Score -1.899765e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 171122 members 
Entering Unmasked Estep 
Score: -18997810.000000 Penalty: 3923.848633
	Iteration 43Q: 3 clusters Score -1.899781e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 171664 members 
Entering Unmasked Estep 
Score: -18997890.000000 Penalty: 3923.848633
	Iteration 44Q: 3 clusters Score -1.899789e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 172091 members 
Entering Unmasked Estep 
Score: -18997986.000000 Penalty: 3923.848633
	Iteration 45Q: 3 clusters Score -1.899799e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 172441 members 
Entering Unmasked Estep 
Score: -18998106.000000 Penalty: 3923.848633
	Iteration 46Q: 3 clusters Score -1.899811e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 172727 members 
Entering Unmasked Estep 
Score: -18998122.000000 Penalty: 3923.848633
	Iteration 47Q: 3 clusters Score -1.899812e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -18998140.000000 Penalty: 3923.848633
	Iteration 48Q: 3 clusters Score -1.899814e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 173115 members 
Entering Unmasked Estep 
Score: -18998174.000000 Penalty: 3923.848633
	Iteration 49Q: 3 clusters Score -1.899817e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 173262 members 
Entering Unmasked Estep 
Score: -18998234.000000 Penalty: 3923.848633
	Iteration 50Q: 3 clusters Score -1.899823e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 173385 members 
Entering Unmasked Estep 
Score: -18998246.000000 Penalty: 3923.848633
	Iteration 51Q: 3 clusters Score -1.899825e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 173481 members 
Entering Unmasked Estep 
Score: -18998234.000000 Penalty: 3923.848633
	Iteration 52Q: 3 clusters Score -1.899823e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 173558 members 
Entering Unmasked Estep 
Score: -18998204.000000 Penalty: 3923.848633
	Iteration 53Q: 3 clusters Score -1.89982e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 173614 members 
Entering Unmasked Estep 
Score: -18998218.000000 Penalty: 3923.848633
	Iteration 54Q: 3 clusters Score -1.899822e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 173664 members 
Entering Unmasked Estep 
Score: -18998236.000000 Penalty: 3923.848633
	Iteration 55Q: 3 clusters Score -1.899824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 173705 members 
Entering Unmasked Estep 
Score: -18998230.000000 Penalty: 3923.848633
	Iteration 56Q: 3 clusters Score -1.899823e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 173745 members 
Entering Unmasked Estep 
Score: -18998216.000000 Penalty: 3923.848633
	Iteration 57Q: 3 clusters Score -1.899822e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 173771 members 
Entering Unmasked Estep 
Score: -18998200.000000 Penalty: 3923.848633
	Iteration 58Q: 3 clusters Score -1.89982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 173789 members 
Entering Unmasked Estep 
Score: -18998206.000000 Penalty: 3923.848633
	Iteration 59Q: 3 clusters Score -1.899821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 173805 members 
Entering Unmasked Estep 
Score: -18998200.000000 Penalty: 3923.848633
	Iteration 60F: 3 clusters Score -1.89982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 173814 members 
Entering Unmasked Estep 
Score: -18998202.000000 Penalty: 3923.848633
	Iteration 61Q: 3 clusters Score -1.89982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 173821 members 
Entering Unmasked Estep 
Score: -18998202.000000 Penalty: 3923.848633
	Iteration 62Q: 3 clusters Score -1.89982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 173834 members 
Entering Unmasked Estep 
Score: -18998196.000000 Penalty: 3923.848633
	Iteration 63Q: 3 clusters Score -1.89982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 173844 members 
Entering Unmasked Estep 
Score: -18998200.000000 Penalty: 3923.848633
	Iteration 64Q: 3 clusters Score -1.89982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 173857 members 
Entering Unmasked Estep 
Score: -18998194.000000 Penalty: 3923.848633
	Iteration 65Q: 3 clusters Score -1.899819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -18998202.000000 Penalty: 3923.848633
	Iteration 66Q: 3 clusters Score -1.89982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 173885 members 
Entering Unmasked Estep 
Score: -18998208.000000 Penalty: 3923.848633
	Iteration 67Q: 3 clusters Score -1.899821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 173903 members 
Entering Unmasked Estep 
Score: -18998206.000000 Penalty: 3923.848633
	Iteration 68Q: 3 clusters Score -1.899821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 173911 members 
Entering Unmasked Estep 
Score: -18998212.000000 Penalty: 3923.848633
	Iteration 69Q: 3 clusters Score -1.899821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 173918 members 
Entering Unmasked Estep 
Score: -18998218.000000 Penalty: 3923.848633
	Iteration 70Q: 3 clusters Score -1.899822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 173927 members 
Entering Unmasked Estep 
Score: -18998202.000000 Penalty: 3923.848633
	Iteration 71Q: 3 clusters Score -1.89982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 173930 members 
Entering Unmasked Estep 
Score: -18998192.000000 Penalty: 3923.848633
	Iteration 72Q: 3 clusters Score -1.899819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 173932 members 
Entering Unmasked Estep 
Score: -18998190.000000 Penalty: 3923.848633
	Iteration 73Q: 3 clusters Score -1.899819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 173936 members 
Entering Unmasked Estep 
Score: -18998178.000000 Penalty: 3923.848633
	Iteration 74Q: 3 clusters Score -1.899818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 173937 members 
Entering Unmasked Estep 
Score: -18998188.000000 Penalty: 3923.848633
	Iteration 75Q: 3 clusters Score -1.899819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -18998180.000000 Penalty: 3923.848633
	Iteration 76Q: 3 clusters Score -1.899818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 173941 members 
Entering Unmasked Estep 
Score: -18998182.000000 Penalty: 3923.848633
	Iteration 77Q: 3 clusters Score -1.899818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -18998174.000000 Penalty: 3923.848633
	Iteration 78Q: 3 clusters Score -1.899817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 173951 members 
Entering Unmasked Estep 
Score: -18998182.000000 Penalty: 3923.848633
	Iteration 79Q: 3 clusters Score -1.899818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 173957 members 
Entering Unmasked Estep 
Score: -18998160.000000 Penalty: 3923.848633
	Iteration 80F: 3 clusters Score -1.899816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -18998170.000000 Penalty: 3923.848633
	Iteration 81Q: 3 clusters Score -1.899817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 173976 members 
Entering Unmasked Estep 
Score: -18998164.000000 Penalty: 3923.848633
	Iteration 82Q: 3 clusters Score -1.899816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 173984 members 
Entering Unmasked Estep 
Score: -18998180.000000 Penalty: 3923.848633
	Iteration 83Q: 3 clusters Score -1.899818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 173995 members 
Entering Unmasked Estep 
Score: -18998174.000000 Penalty: 3923.848633
	Iteration 84Q: 3 clusters Score -1.899817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -18998164.000000 Penalty: 3923.848633
	Iteration 85Q: 3 clusters Score -1.899816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 174003 members 
Entering Unmasked Estep 
Score: -18998186.000000 Penalty: 3923.848633
	Iteration 86Q: 3 clusters Score -1.899819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 174006 members 
Entering Unmasked Estep 
Score: -18998188.000000 Penalty: 3923.848633
	Iteration 87Q: 3 clusters Score -1.899819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 174007 members 
Entering Unmasked Estep 
Score: -18998186.000000 Penalty: 3923.848633
	Iteration 88Q: 3 clusters Score -1.899819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 174009 members 
Entering Unmasked Estep 
Score: -18998184.000000 Penalty: 3923.848633
	Iteration 89Q: 3 clusters Score -1.899818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 174014 members 
Entering Unmasked Estep 
Score: -18998176.000000 Penalty: 3923.848633
	Iteration 90Q: 3 clusters Score -1.899818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 174015 members 
Entering Unmasked Estep 
Score: -18998178.000000 Penalty: 3923.848633
	Iteration 91Q: 3 clusters Score -1.899818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 174015 members 
Entering Unmasked Estep 
Score: -18998178.000000 Penalty: 3923.848633
	Iteration 92F: 3 clusters Score -1.899818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177783 members 
Entering Unmasked Estep 
Score: -19255926.000000 Penalty: 1964.351807
	Iteration 0F: 2 clusters Score -1.925593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -19138114.000000 Penalty: 3928.703613
	Iteration 0F: 3 clusters Score -1.913811e+07 nChanged 86048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -19189246.000000 Penalty: 3928.703613
	Iteration 1F: 3 clusters Score -1.918925e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -19191370.000000 Penalty: 3928.703613
	Iteration 2Q: 3 clusters Score -1.919137e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -19195094.000000 Penalty: 3928.703613
	Iteration 3Q: 3 clusters Score -1.919509e+07 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118097 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -19202030.000000 Penalty: 3928.703613
	Iteration 4F: 3 clusters Score -1.920203e+07 nChanged 14155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130468 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -19213290.000000 Penalty: 3928.703613
	Iteration 5F: 3 clusters Score -1.921329e+07 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -19226662.000000 Penalty: 3928.703613
	Iteration 6F: 3 clusters Score -1.922666e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -19236640.000000 Penalty: 3928.703613
	Iteration 7F: 3 clusters Score -1.923664e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -19242168.000000 Penalty: 3928.703613
	Iteration 8Q: 3 clusters Score -1.924217e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156990 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -19244480.000000 Penalty: 3928.703613
	Iteration 9Q: 3 clusters Score -1.924448e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158326 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -19245602.000000 Penalty: 3928.703613
	Iteration 10Q: 3 clusters Score -1.92456e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159449 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -19246328.000000 Penalty: 3928.703613
	Iteration 11Q: 3 clusters Score -1.924633e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160450 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -19246772.000000 Penalty: 3928.703613
	Iteration 12Q: 3 clusters Score -1.924677e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161307 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -19247120.000000 Penalty: 3928.703613
	Iteration 13Q: 3 clusters Score -1.924712e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162069 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -19247452.000000 Penalty: 3928.703613
	Iteration 14Q: 3 clusters Score -1.924745e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162736 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -19247710.000000 Penalty: 3928.703613
	Iteration 15Q: 3 clusters Score -1.924771e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163395 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -19247994.000000 Penalty: 3928.703613
	Iteration 16Q: 3 clusters Score -1.924799e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -19248386.000000 Penalty: 3928.703613
	Iteration 17Q: 3 clusters Score -1.924839e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164701 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -19248862.000000 Penalty: 3928.703613
	Iteration 18Q: 3 clusters Score -1.924886e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -19249308.000000 Penalty: 3928.703613
	Iteration 19Q: 3 clusters Score -1.924931e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165982 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -19249586.000000 Penalty: 3928.703613
	Iteration 20F: 3 clusters Score -1.924959e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -19249962.000000 Penalty: 3928.703613
	Iteration 21Q: 3 clusters Score -1.924996e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -19250306.000000 Penalty: 3928.703613
	Iteration 22Q: 3 clusters Score -1.925031e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167870 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -19250612.000000 Penalty: 3928.703613
	Iteration 23Q: 3 clusters Score -1.925061e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168468 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -19250906.000000 Penalty: 3928.703613
	Iteration 24Q: 3 clusters Score -1.925091e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169082 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -19251172.000000 Penalty: 3928.703613
	Iteration 25Q: 3 clusters Score -1.925117e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169673 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -19251448.000000 Penalty: 3928.703613
	Iteration 26Q: 3 clusters Score -1.925145e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170257 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -19251632.000000 Penalty: 3928.703613
	Iteration 27Q: 3 clusters Score -1.925163e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -19251878.000000 Penalty: 3928.703613
	Iteration 28Q: 3 clusters Score -1.925188e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -19252144.000000 Penalty: 3928.703613
	Iteration 29Q: 3 clusters Score -1.925214e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171949 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -19252470.000000 Penalty: 3928.703613
	Iteration 30Q: 3 clusters Score -1.925247e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172421 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -19252700.000000 Penalty: 3928.703613
	Iteration 31Q: 3 clusters Score -1.92527e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172895 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -19252878.000000 Penalty: 3928.703613
	Iteration 32Q: 3 clusters Score -1.925288e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173327 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -19253134.000000 Penalty: 3928.703613
	Iteration 33Q: 3 clusters Score -1.925313e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173718 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -19253338.000000 Penalty: 3928.703613
	Iteration 34Q: 3 clusters Score -1.925334e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174062 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -19253432.000000 Penalty: 3928.703613
	Iteration 35Q: 3 clusters Score -1.925343e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174408 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -19253550.000000 Penalty: 3928.703613
	Iteration 36Q: 3 clusters Score -1.925355e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174704 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -19253666.000000 Penalty: 3928.703613
	Iteration 37Q: 3 clusters Score -1.925367e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174986 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -19253804.000000 Penalty: 3928.703613
	Iteration 38Q: 3 clusters Score -1.92538e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -19253936.000000 Penalty: 3928.703613
	Iteration 39Q: 3 clusters Score -1.925394e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175402 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -19254000.000000 Penalty: 3928.703613
	Iteration 40F: 3 clusters Score -1.9254e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175575 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -19254032.000000 Penalty: 3928.703613
	Iteration 41Q: 3 clusters Score -1.925403e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -19254090.000000 Penalty: 3928.703613
	Iteration 42Q: 3 clusters Score -1.925409e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -19254158.000000 Penalty: 3928.703613
	Iteration 43Q: 3 clusters Score -1.925416e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175988 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -19254196.000000 Penalty: 3928.703613
	Iteration 44Q: 3 clusters Score -1.92542e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176092 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19254230.000000 Penalty: 3928.703613
	Iteration 45Q: 3 clusters Score -1.925423e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176187 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -19254288.000000 Penalty: 3928.703613
	Iteration 46Q: 3 clusters Score -1.925429e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176261 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19254322.000000 Penalty: 3928.703613
	Iteration 47Q: 3 clusters Score -1.925432e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176317 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -19254350.000000 Penalty: 3928.703613
	Iteration 48Q: 3 clusters Score -1.925435e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176381 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19254378.000000 Penalty: 3928.703613
	Iteration 49Q: 3 clusters Score -1.925438e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176442 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -19254400.000000 Penalty: 3928.703613
	Iteration 50Q: 3 clusters Score -1.92544e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176495 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19254420.000000 Penalty: 3928.703613
	Iteration 51Q: 3 clusters Score -1.925442e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176550 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19254420.000000 Penalty: 3928.703613
	Iteration 52Q: 3 clusters Score -1.925442e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -19254432.000000 Penalty: 3928.703613
	Iteration 53Q: 3 clusters Score -1.925443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176650 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19254454.000000 Penalty: 3928.703613
	Iteration 54Q: 3 clusters Score -1.925445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176692 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -19254466.000000 Penalty: 3928.703613
	Iteration 55Q: 3 clusters Score -1.925447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -19254500.000000 Penalty: 3928.703613
	Iteration 56Q: 3 clusters Score -1.92545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176744 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19254518.000000 Penalty: 3928.703613
	Iteration 57Q: 3 clusters Score -1.925452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176769 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19254534.000000 Penalty: 3928.703613
	Iteration 58Q: 3 clusters Score -1.925453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176794 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19254558.000000 Penalty: 3928.703613
	Iteration 59Q: 3 clusters Score -1.925456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176816 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19254560.000000 Penalty: 3928.703613
	Iteration 60F: 3 clusters Score -1.925456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -19254604.000000 Penalty: 3928.703613
	Iteration 61Q: 3 clusters Score -1.92546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176844 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -19254606.000000 Penalty: 3928.703613
	Iteration 62Q: 3 clusters Score -1.925461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176856 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19254606.000000 Penalty: 3928.703613
	Iteration 63Q: 3 clusters Score -1.925461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176867 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -19254602.000000 Penalty: 3928.703613
	Iteration 64Q: 3 clusters Score -1.92546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176875 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -19254614.000000 Penalty: 3928.703613
	Iteration 65Q: 3 clusters Score -1.925461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176881 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19254626.000000 Penalty: 3928.703613
	Iteration 66Q: 3 clusters Score -1.925463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176887 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19254612.000000 Penalty: 3928.703613
	Iteration 67Q: 3 clusters Score -1.925461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176894 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19254624.000000 Penalty: 3928.703613
	Iteration 68Q: 3 clusters Score -1.925462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176900 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19254616.000000 Penalty: 3928.703613
	Iteration 69Q: 3 clusters Score -1.925462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176902 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19254610.000000 Penalty: 3928.703613
	Iteration 70Q: 3 clusters Score -1.925461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176904 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19254616.000000 Penalty: 3928.703613
	Iteration 71Q: 3 clusters Score -1.925462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176911 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -19254620.000000 Penalty: 3928.703613
	Iteration 72Q: 3 clusters Score -1.925462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176914 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -19254624.000000 Penalty: 3928.703613
	Iteration 73Q: 3 clusters Score -1.925462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176917 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19254638.000000 Penalty: 3928.703613
	Iteration 74Q: 3 clusters Score -1.925464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176916 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -19254630.000000 Penalty: 3928.703613
	Iteration 75Q: 3 clusters Score -1.925463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19254620.000000 Penalty: 3928.703613
	Iteration 76Q: 3 clusters Score -1.925462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176919 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -19254636.000000 Penalty: 3928.703613
	Iteration 77Q: 3 clusters Score -1.925464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176920 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -19254628.000000 Penalty: 3928.703613
	Iteration 78Q: 3 clusters Score -1.925463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176922 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -19254626.000000 Penalty: 3928.703613
	Iteration 79Q: 3 clusters Score -1.925463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176924 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19254614.000000 Penalty: 3928.703613
	Iteration 80F: 3 clusters Score -1.925461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176926 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -19254616.000000 Penalty: 3928.703613
	Iteration 81Q: 3 clusters Score -1.925462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176931 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19254614.000000 Penalty: 3928.703613
	Iteration 82Q: 3 clusters Score -1.925461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176933 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19254632.000000 Penalty: 3928.703613
	Iteration 83Q: 3 clusters Score -1.925463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176934 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19254634.000000 Penalty: 3928.703613
	Iteration 84Q: 3 clusters Score -1.925463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176934 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19254628.000000 Penalty: 3928.703613
	Iteration 85Q: 3 clusters Score -1.925463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176935 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19254642.000000 Penalty: 3928.703613
	Iteration 86Q: 3 clusters Score -1.925464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176935 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19254642.000000 Penalty: 3928.703613
	Iteration 87F: 3 clusters Score -1.925464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Entering Unmasked Estep 
Score: -3534584.750000 Penalty: 1686.492554
	Iteration 0F: 2 clusters Score -3534585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3512928.000000 Penalty: 3372.985107
	Iteration 0F: 3 clusters Score -3512928 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3521264.500000 Penalty: 3372.985107
	Iteration 1F: 3 clusters Score -3521264 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3521747.250000 Penalty: 3372.985107
	Iteration 2Q: 3 clusters Score -3521747 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3522219.000000 Penalty: 3372.985107
	Iteration 3Q: 3 clusters Score -3522219 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3522794.500000 Penalty: 3372.985107
	Iteration 4Q: 3 clusters Score -3522794 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3523340.000000 Penalty: 3372.985107
	Iteration 5Q: 3 clusters Score -3523340 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3523987.000000 Penalty: 3372.985107
	Iteration 6Q: 3 clusters Score -3523987 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3524763.500000 Penalty: 3372.985107
	Iteration 7Q: 3 clusters Score -3524764 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3525617.750000 Penalty: 3372.985107
	Iteration 8Q: 3 clusters Score -3525618 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3526696.750000 Penalty: 3372.985107
	Iteration 9Q: 3 clusters Score -3526697 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3527820.000000 Penalty: 3372.985107
	Iteration 10Q: 3 clusters Score -3527820 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3528728.000000 Penalty: 3372.985107
	Iteration 11Q: 3 clusters Score -3528728 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3529320.250000 Penalty: 3372.985107
	Iteration 12Q: 3 clusters Score -3529320 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3529700.500000 Penalty: 3372.985107
	Iteration 13Q: 3 clusters Score -3529700 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3529958.250000 Penalty: 3372.985107
	Iteration 14Q: 3 clusters Score -3529958 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3530220.250000 Penalty: 3372.985107
	Iteration 15Q: 3 clusters Score -3530220 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3530465.000000 Penalty: 3372.985107
	Iteration 16Q: 3 clusters Score -3530465 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3530724.250000 Penalty: 3372.985107
	Iteration 17Q: 3 clusters Score -3530724 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3530995.250000 Penalty: 3372.985107
	Iteration 18Q: 3 clusters Score -3530995 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3531328.500000 Penalty: 3372.985107
	Iteration 19Q: 3 clusters Score -3531328 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3531634.500000 Penalty: 3372.985107
	Iteration 20F: 3 clusters Score -3531634 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3531942.750000 Penalty: 3372.985107
	Iteration 21Q: 3 clusters Score -3531943 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3532160.750000 Penalty: 3372.985107
	Iteration 22Q: 3 clusters Score -3532161 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3532350.750000 Penalty: 3372.985107
	Iteration 23Q: 3 clusters Score -3532351 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3532529.500000 Penalty: 3372.985107
	Iteration 24Q: 3 clusters Score -3532530 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3532672.250000 Penalty: 3372.985107
	Iteration 25Q: 3 clusters Score -3532672 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3532774.000000 Penalty: 3372.985107
	Iteration 26Q: 3 clusters Score -3532774 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3532867.250000 Penalty: 3372.985107
	Iteration 27Q: 3 clusters Score -3532867 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3532914.000000 Penalty: 3372.985107
	Iteration 28Q: 3 clusters Score -3532914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3532979.500000 Penalty: 3372.985107
	Iteration 29Q: 3 clusters Score -3532980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3533019.000000 Penalty: 3372.985107
	Iteration 30Q: 3 clusters Score -3533019 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3533043.500000 Penalty: 3372.985107
	Iteration 31Q: 3 clusters Score -3533044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3533091.750000 Penalty: 3372.985107
	Iteration 32Q: 3 clusters Score -3533092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3533103.000000 Penalty: 3372.985107
	Iteration 33Q: 3 clusters Score -3533103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3533141.500000 Penalty: 3372.985107
	Iteration 34Q: 3 clusters Score -3533142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3533159.250000 Penalty: 3372.985107
	Iteration 35Q: 3 clusters Score -3533159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3533189.250000 Penalty: 3372.985107
	Iteration 36Q: 3 clusters Score -3533189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3533206.500000 Penalty: 3372.985107
	Iteration 37Q: 3 clusters Score -3533206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3533215.000000 Penalty: 3372.985107
	Iteration 38Q: 3 clusters Score -3533215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3533230.750000 Penalty: 3372.985107
	Iteration 39Q: 3 clusters Score -3533231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3533246.000000 Penalty: 3372.985107
	Iteration 40F: 3 clusters Score -3533246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3533253.000000 Penalty: 3372.985107
	Iteration 41Q: 3 clusters Score -3533253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3533260.000000 Penalty: 3372.985107
	Iteration 42Q: 3 clusters Score -3533260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3533259.000000 Penalty: 3372.985107
	Iteration 43Q: 3 clusters Score -3533259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3533260.250000 Penalty: 3372.985107
	Iteration 44Q: 3 clusters Score -3533260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3533262.500000 Penalty: 3372.985107
	Iteration 45Q: 3 clusters Score -3533262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3533267.000000 Penalty: 3372.985107
	Iteration 46Q: 3 clusters Score -3533267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3533274.750000 Penalty: 3372.985107
	Iteration 47Q: 3 clusters Score -3533275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3533278.000000 Penalty: 3372.985107
	Iteration 48Q: 3 clusters Score -3533278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3533277.500000 Penalty: 3372.985107
	Iteration 49Q: 3 clusters Score -3533278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3533282.250000 Penalty: 3372.985107
	Iteration 50Q: 3 clusters Score -3533282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3533282.250000 Penalty: 3372.985107
	Iteration 51Q: 3 clusters Score -3533282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3533280.250000 Penalty: 3372.985107
	Iteration 52Q: 3 clusters Score -3533280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3533280.000000 Penalty: 3372.985107
	Iteration 53Q: 3 clusters Score -3533280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3533278.500000 Penalty: 3372.985107
	Iteration 54Q: 3 clusters Score -3533278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3533285.500000 Penalty: 3372.985107
	Iteration 55Q: 3 clusters Score -3533286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3533288.500000 Penalty: 3372.985107
	Iteration 56Q: 3 clusters Score -3533288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3533287.750000 Penalty: 3372.985107
	Iteration 57Q: 3 clusters Score -3533288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3533285.750000 Penalty: 3372.985107
	Iteration 58Q: 3 clusters Score -3533286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3533289.500000 Penalty: 3372.985107
	Iteration 59Q: 3 clusters Score -3533290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3533289.250000 Penalty: 3372.985107
	Iteration 60F: 3 clusters Score -3533289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3533289.250000 Penalty: 3372.985107
	Iteration 61Q: 3 clusters Score -3533289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3533289.250000 Penalty: 3372.985107
	Iteration 62F: 3 clusters Score -3533289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Entering Unmasked Estep 
Score: -498958.406250 Penalty: 1367.571533
	Iteration 0F: 2 clusters Score -498958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -495273.656250 Penalty: 2735.143066
	Iteration 0F: 3 clusters Score -495273.7 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -496260.937500 Penalty: 2735.143066
	Iteration 1F: 3 clusters Score -496260.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -496407.281250 Penalty: 2735.143066
	Iteration 2F: 3 clusters Score -496407.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -496504.031250 Penalty: 2735.143066
	Iteration 3Q: 3 clusters Score -496504 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -496571.500000 Penalty: 2735.143066
	Iteration 4Q: 3 clusters Score -496571.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -496618.468750 Penalty: 2735.143066
	Iteration 5Q: 3 clusters Score -496618.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -496654.906250 Penalty: 2735.143066
	Iteration 6Q: 3 clusters Score -496654.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -496684.625000 Penalty: 2735.143066
	Iteration 7Q: 3 clusters Score -496684.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -496708.718750 Penalty: 2735.143066
	Iteration 8Q: 3 clusters Score -496708.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -496724.468750 Penalty: 2735.143066
	Iteration 9Q: 3 clusters Score -496724.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -496737.781250 Penalty: 2735.143066
	Iteration 10Q: 3 clusters Score -496737.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -496745.125000 Penalty: 2735.143066
	Iteration 11Q: 3 clusters Score -496745.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -496752.218750 Penalty: 2735.143066
	Iteration 12Q: 3 clusters Score -496752.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -496758.968750 Penalty: 2735.143066
	Iteration 13Q: 3 clusters Score -496759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -496766.312500 Penalty: 2735.143066
	Iteration 14Q: 3 clusters Score -496766.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -496773.500000 Penalty: 2735.143066
	Iteration 15Q: 3 clusters Score -496773.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -496777.625000 Penalty: 2735.143066
	Iteration 16Q: 3 clusters Score -496777.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -496782.687500 Penalty: 2735.143066
	Iteration 17Q: 3 clusters Score -496782.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -496786.187500 Penalty: 2735.143066
	Iteration 18Q: 3 clusters Score -496786.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -496789.593750 Penalty: 2735.143066
	Iteration 19Q: 3 clusters Score -496789.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -496793.156250 Penalty: 2735.143066
	Iteration 20F: 3 clusters Score -496793.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -496796.187500 Penalty: 2735.143066
	Iteration 21Q: 3 clusters Score -496796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -496798.656250 Penalty: 2735.143066
	Iteration 22Q: 3 clusters Score -496798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -496800.531250 Penalty: 2735.143066
	Iteration 23Q: 3 clusters Score -496800.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -496802.156250 Penalty: 2735.143066
	Iteration 24Q: 3 clusters Score -496802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -496802.843750 Penalty: 2735.143066
	Iteration 25Q: 3 clusters Score -496802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -496803.093750 Penalty: 2735.143066
	Iteration 26Q: 3 clusters Score -496803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -496804.593750 Penalty: 2735.143066
	Iteration 27Q: 3 clusters Score -496804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -496805.062500 Penalty: 2735.143066
	Iteration 28Q: 3 clusters Score -496805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -496806.156250 Penalty: 2735.143066
	Iteration 29Q: 3 clusters Score -496806.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -496808.500000 Penalty: 2735.143066
	Iteration 30Q: 3 clusters Score -496808.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -496809.625000 Penalty: 2735.143066
	Iteration 31Q: 3 clusters Score -496809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -496810.031250 Penalty: 2735.143066
	Iteration 32Q: 3 clusters Score -496810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -496810.875000 Penalty: 2735.143066
	Iteration 33Q: 3 clusters Score -496810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -496812.906250 Penalty: 2735.143066
	Iteration 34Q: 3 clusters Score -496812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -496813.625000 Penalty: 2735.143066
	Iteration 35Q: 3 clusters Score -496813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -496813.718750 Penalty: 2735.143066
	Iteration 36Q: 3 clusters Score -496813.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -496814.562500 Penalty: 2735.143066
	Iteration 37Q: 3 clusters Score -496814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -496816.406250 Penalty: 2735.143066
	Iteration 38Q: 3 clusters Score -496816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -496817.875000 Penalty: 2735.143066
	Iteration 39Q: 3 clusters Score -496817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -496817.843750 Penalty: 2735.143066
	Iteration 40F: 3 clusters Score -496817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -496820.187500 Penalty: 2735.143066
	Iteration 41Q: 3 clusters Score -496820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -496821.250000 Penalty: 2735.143066
	Iteration 42Q: 3 clusters Score -496821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -496822.125000 Penalty: 2735.143066
	Iteration 43Q: 3 clusters Score -496822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -496823.031250 Penalty: 2735.143066
	Iteration 44Q: 3 clusters Score -496823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -496824.312500 Penalty: 2735.143066
	Iteration 45Q: 3 clusters Score -496824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -496826.125000 Penalty: 2735.143066
	Iteration 46Q: 3 clusters Score -496826.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -496827.718750 Penalty: 2735.143066
	Iteration 47Q: 3 clusters Score -496827.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -496830.625000 Penalty: 2735.143066
	Iteration 48Q: 3 clusters Score -496830.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -496832.281250 Penalty: 2735.143066
	Iteration 49Q: 3 clusters Score -496832.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -496835.218750 Penalty: 2735.143066
	Iteration 50Q: 3 clusters Score -496835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -496835.656250 Penalty: 2735.143066
	Iteration 51Q: 3 clusters Score -496835.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -496837.093750 Penalty: 2735.143066
	Iteration 52Q: 3 clusters Score -496837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -496837.312500 Penalty: 2735.143066
	Iteration 53Q: 3 clusters Score -496837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -496838.687500 Penalty: 2735.143066
	Iteration 54Q: 3 clusters Score -496838.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -496839.593750 Penalty: 2735.143066
	Iteration 55Q: 3 clusters Score -496839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -496840.468750 Penalty: 2735.143066
	Iteration 56Q: 3 clusters Score -496840.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -496842.375000 Penalty: 2735.143066
	Iteration 57Q: 3 clusters Score -496842.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -496843.406250 Penalty: 2735.143066
	Iteration 58Q: 3 clusters Score -496843.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -496845.187500 Penalty: 2735.143066
	Iteration 59Q: 3 clusters Score -496845.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -496846.656250 Penalty: 2735.143066
	Iteration 60F: 3 clusters Score -496846.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -496849.656250 Penalty: 2735.143066
	Iteration 61Q: 3 clusters Score -496849.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -496851.406250 Penalty: 2735.143066
	Iteration 62Q: 3 clusters Score -496851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -496855.000000 Penalty: 2735.143066
	Iteration 63Q: 3 clusters Score -496855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -496858.312500 Penalty: 2735.143066
	Iteration 64Q: 3 clusters Score -496858.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -496863.781250 Penalty: 2735.143066
	Iteration 65Q: 3 clusters Score -496863.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -496870.843750 Penalty: 2735.143066
	Iteration 66Q: 3 clusters Score -496870.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -496875.468750 Penalty: 2735.143066
	Iteration 67Q: 3 clusters Score -496875.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -496880.218750 Penalty: 2735.143066
	Iteration 68Q: 3 clusters Score -496880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -496881.687500 Penalty: 2735.143066
	Iteration 69Q: 3 clusters Score -496881.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -496885.843750 Penalty: 2735.143066
	Iteration 70Q: 3 clusters Score -496885.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -496888.781250 Penalty: 2735.143066
	Iteration 71Q: 3 clusters Score -496888.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -496890.812500 Penalty: 2735.143066
	Iteration 72Q: 3 clusters Score -496890.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -496895.468750 Penalty: 2735.143066
	Iteration 73Q: 3 clusters Score -496895.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -496900.593750 Penalty: 2735.143066
	Iteration 74Q: 3 clusters Score -496900.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -496907.281250 Penalty: 2735.143066
	Iteration 75Q: 3 clusters Score -496907.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -496914.625000 Penalty: 2735.143066
	Iteration 76Q: 3 clusters Score -496914.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -496922.187500 Penalty: 2735.143066
	Iteration 77Q: 3 clusters Score -496922.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -496930.125000 Penalty: 2735.143066
	Iteration 78Q: 3 clusters Score -496930.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -496938.468750 Penalty: 2735.143066
	Iteration 79Q: 3 clusters Score -496938.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -496948.562500 Penalty: 2735.143066
	Iteration 80F: 3 clusters Score -496948.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -496961.062500 Penalty: 2735.143066
	Iteration 81Q: 3 clusters Score -496961.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -496979.250000 Penalty: 2735.143066
	Iteration 82Q: 3 clusters Score -496979.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -496995.156250 Penalty: 2735.143066
	Iteration 83Q: 3 clusters Score -496995.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -497008.625000 Penalty: 2735.143066
	Iteration 84Q: 3 clusters Score -497008.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -497023.718750 Penalty: 2735.143066
	Iteration 85Q: 3 clusters Score -497023.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -497043.468750 Penalty: 2735.143066
	Iteration 86Q: 3 clusters Score -497043.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -497062.968750 Penalty: 2735.143066
	Iteration 87Q: 3 clusters Score -497063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -497084.187500 Penalty: 2735.143066
	Iteration 88Q: 3 clusters Score -497084.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -497110.406250 Penalty: 2735.143066
	Iteration 89Q: 3 clusters Score -497110.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -497149.406250 Penalty: 2735.143066
	Iteration 90Q: 3 clusters Score -497149.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -497192.718750 Penalty: 2735.143066
	Iteration 91Q: 3 clusters Score -497192.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -497230.625000 Penalty: 2735.143066
	Iteration 92Q: 3 clusters Score -497230.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -497259.406250 Penalty: 2735.143066
	Iteration 93Q: 3 clusters Score -497259.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -497289.375000 Penalty: 2735.143066
	Iteration 94Q: 3 clusters Score -497289.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -497318.843750 Penalty: 2735.143066
	Iteration 95Q: 3 clusters Score -497318.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -497349.562500 Penalty: 2735.143066
	Iteration 96Q: 3 clusters Score -497349.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -497389.937500 Penalty: 2735.143066
	Iteration 97Q: 3 clusters Score -497389.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -497428.406250 Penalty: 2735.143066
	Iteration 98Q: 3 clusters Score -497428.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -497473.812500 Penalty: 2735.143066
	Iteration 99Q: 3 clusters Score -497473.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -497516.218750 Penalty: 2735.143066
	Iteration 100F: 3 clusters Score -497516.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -497547.812500 Penalty: 2735.143066
	Iteration 101Q: 3 clusters Score -497547.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -497576.125000 Penalty: 2735.143066
	Iteration 102Q: 3 clusters Score -497576.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -497595.656250 Penalty: 2735.143066
	Iteration 103Q: 3 clusters Score -497595.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -497610.437500 Penalty: 2735.143066
	Iteration 104Q: 3 clusters Score -497610.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -497626.406250 Penalty: 2735.143066
	Iteration 105Q: 3 clusters Score -497626.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -497646.843750 Penalty: 2735.143066
	Iteration 106Q: 3 clusters Score -497646.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -497658.687500 Penalty: 2735.143066
	Iteration 107Q: 3 clusters Score -497658.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -497668.656250 Penalty: 2735.143066
	Iteration 108Q: 3 clusters Score -497668.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -497673.687500 Penalty: 2735.143066
	Iteration 109Q: 3 clusters Score -497673.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -497678.687500 Penalty: 2735.143066
	Iteration 110Q: 3 clusters Score -497678.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -497682.031250 Penalty: 2735.143066
	Iteration 111Q: 3 clusters Score -497682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -497683.062500 Penalty: 2735.143066
	Iteration 112Q: 3 clusters Score -497683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -497684.625000 Penalty: 2735.143066
	Iteration 113Q: 3 clusters Score -497684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -497684.625000 Penalty: 2735.143066
	Iteration 114F: 3 clusters Score -497684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Entering Unmasked Estep 
Score: -4833572.000000 Penalty: 1737.429932
	Iteration 0F: 2 clusters Score -4833572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4804098.000000 Penalty: 3474.859863
	Iteration 0F: 3 clusters Score -4804098 nChanged 20535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -4815524.500000 Penalty: 3474.859863
	Iteration 1F: 3 clusters Score -4815524 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4816016.000000 Penalty: 3474.859863
	Iteration 2Q: 3 clusters Score -4816016 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4816500.000000 Penalty: 3474.859863
	Iteration 3Q: 3 clusters Score -4816500 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4816989.500000 Penalty: 3474.859863
	Iteration 4Q: 3 clusters Score -4816990 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4817523.000000 Penalty: 3474.859863
	Iteration 5Q: 3 clusters Score -4817523 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4818096.500000 Penalty: 3474.859863
	Iteration 6Q: 3 clusters Score -4818096 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4818760.500000 Penalty: 3474.859863
	Iteration 7Q: 3 clusters Score -4818760 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -4819627.500000 Penalty: 3474.859863
	Iteration 8Q: 3 clusters Score -4819628 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4820637.500000 Penalty: 3474.859863
	Iteration 9Q: 3 clusters Score -4820638 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -4821956.000000 Penalty: 3474.859863
	Iteration 10F: 3 clusters Score -4821956 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4823375.000000 Penalty: 3474.859863
	Iteration 11F: 3 clusters Score -4823375 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -4824782.000000 Penalty: 3474.859863
	Iteration 12F: 3 clusters Score -4824782 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4825904.000000 Penalty: 3474.859863
	Iteration 13Q: 3 clusters Score -4825904 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4826781.500000 Penalty: 3474.859863
	Iteration 14Q: 3 clusters Score -4826782 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -4827471.000000 Penalty: 3474.859863
	Iteration 15Q: 3 clusters Score -4827471 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -4828048.000000 Penalty: 3474.859863
	Iteration 16Q: 3 clusters Score -4828048 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4828638.000000 Penalty: 3474.859863
	Iteration 17Q: 3 clusters Score -4828638 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -4829167.500000 Penalty: 3474.859863
	Iteration 18Q: 3 clusters Score -4829168 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4829657.500000 Penalty: 3474.859863
	Iteration 19Q: 3 clusters Score -4829658 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4830122.500000 Penalty: 3474.859863
	Iteration 20F: 3 clusters Score -4830122 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4830538.000000 Penalty: 3474.859863
	Iteration 21Q: 3 clusters Score -4830538 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4830858.000000 Penalty: 3474.859863
	Iteration 22Q: 3 clusters Score -4830858 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4831149.500000 Penalty: 3474.859863
	Iteration 23Q: 3 clusters Score -4831150 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4831387.000000 Penalty: 3474.859863
	Iteration 24Q: 3 clusters Score -4831387 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4831555.000000 Penalty: 3474.859863
	Iteration 25Q: 3 clusters Score -4831555 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4831659.000000 Penalty: 3474.859863
	Iteration 26Q: 3 clusters Score -4831659 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4831746.000000 Penalty: 3474.859863
	Iteration 27Q: 3 clusters Score -4831746 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4831832.500000 Penalty: 3474.859863
	Iteration 28Q: 3 clusters Score -4831832 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4831911.500000 Penalty: 3474.859863
	Iteration 29Q: 3 clusters Score -4831912 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4831973.000000 Penalty: 3474.859863
	Iteration 30Q: 3 clusters Score -4831973 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4832007.500000 Penalty: 3474.859863
	Iteration 31Q: 3 clusters Score -4832008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4832039.500000 Penalty: 3474.859863
	Iteration 32Q: 3 clusters Score -4832040 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4832089.000000 Penalty: 3474.859863
	Iteration 33Q: 3 clusters Score -4832089 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4832125.000000 Penalty: 3474.859863
	Iteration 34Q: 3 clusters Score -4832125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4832153.000000 Penalty: 3474.859863
	Iteration 35Q: 3 clusters Score -4832153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4832175.000000 Penalty: 3474.859863
	Iteration 36Q: 3 clusters Score -4832175 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4832193.500000 Penalty: 3474.859863
	Iteration 37Q: 3 clusters Score -4832194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4832230.000000 Penalty: 3474.859863
	Iteration 38Q: 3 clusters Score -4832230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4832251.000000 Penalty: 3474.859863
	Iteration 39Q: 3 clusters Score -4832251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4832276.000000 Penalty: 3474.859863
	Iteration 40F: 3 clusters Score -4832276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4832278.500000 Penalty: 3474.859863
	Iteration 41Q: 3 clusters Score -4832278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4832283.500000 Penalty: 3474.859863
	Iteration 42Q: 3 clusters Score -4832284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4832288.500000 Penalty: 3474.859863
	Iteration 43Q: 3 clusters Score -4832288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4832284.500000 Penalty: 3474.859863
	Iteration 44Q: 3 clusters Score -4832284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4832297.500000 Penalty: 3474.859863
	Iteration 45Q: 3 clusters Score -4832298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4832303.000000 Penalty: 3474.859863
	Iteration 46Q: 3 clusters Score -4832303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4832311.000000 Penalty: 3474.859863
	Iteration 47Q: 3 clusters Score -4832311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4832324.000000 Penalty: 3474.859863
	Iteration 48Q: 3 clusters Score -4832324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4832326.500000 Penalty: 3474.859863
	Iteration 49Q: 3 clusters Score -4832326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4832323.500000 Penalty: 3474.859863
	Iteration 50Q: 3 clusters Score -4832324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4832325.500000 Penalty: 3474.859863
	Iteration 51Q: 3 clusters Score -4832326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4832320.000000 Penalty: 3474.859863
	Iteration 52Q: 3 clusters Score -4832320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4832321.500000 Penalty: 3474.859863
	Iteration 53Q: 3 clusters Score -4832322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4832324.000000 Penalty: 3474.859863
	Iteration 54Q: 3 clusters Score -4832324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4832324.000000 Penalty: 3474.859863
	Iteration 55Q: 3 clusters Score -4832324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4832324.000000 Penalty: 3474.859863
	Iteration 56Q: 3 clusters Score -4832324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4832324.500000 Penalty: 3474.859863
	Iteration 57Q: 3 clusters Score -4832324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4832327.000000 Penalty: 3474.859863
	Iteration 58Q: 3 clusters Score -4832327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4832326.000000 Penalty: 3474.859863
	Iteration 59Q: 3 clusters Score -4832326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4832332.500000 Penalty: 3474.859863
	Iteration 60F: 3 clusters Score -4832332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49340 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 173461 members 
Mstep: Class 11 contains 106797 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65752 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 19 contains 175147 members 
Mstep: Class 20 contains 177783 members 
Mstep: Class 21 contains 32158 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 43997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844200.000000 Penalty: 33373.367188
Iteration 239Q: 16 clusters Score -9.38442e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49334 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 173467 members 
Mstep: Class 11 contains 106744 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65751 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42234 members 
Mstep: Class 19 contains 175155 members 
Mstep: Class 20 contains 177824 members 
Mstep: Class 21 contains 32158 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 44001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844208.000000 Penalty: 33373.367188
Iteration 240F: 16 clusters Score -9.384421e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49325 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 173488 members 
Mstep: Class 11 contains 106690 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65756 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42235 members 
Mstep: Class 19 contains 175153 members 
Mstep: Class 20 contains 177858 members 
Mstep: Class 21 contains 32161 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 44002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844296.000000 Penalty: 33373.367188
Iteration 241Q: 16 clusters Score -9.38443e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49317 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 173508 members 
Mstep: Class 11 contains 106627 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65756 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42235 members 
Mstep: Class 19 contains 175157 members 
Mstep: Class 20 contains 177901 members 
Mstep: Class 21 contains 32162 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 44004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844240.000000 Penalty: 33373.367188
Iteration 242Q: 16 clusters Score -9.384424e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49308 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 173527 members 
Mstep: Class 11 contains 106582 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65756 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42235 members 
Mstep: Class 19 contains 175159 members 
Mstep: Class 20 contains 177926 members 
Mstep: Class 21 contains 32165 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 44008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844376.000000 Penalty: 33373.367188
Iteration 243Q: 16 clusters Score -9.384438e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49300 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 173551 members 
Mstep: Class 11 contains 106522 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65757 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42235 members 
Mstep: Class 19 contains 175163 members 
Mstep: Class 20 contains 177955 members 
Mstep: Class 21 contains 32171 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 44010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844352.000000 Penalty: 33373.367188
Iteration 244Q: 16 clusters Score -9.384435e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49293 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 173571 members 
Mstep: Class 11 contains 106467 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65760 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42234 members 
Mstep: Class 19 contains 175171 members 
Mstep: Class 20 contains 177979 members 
Mstep: Class 21 contains 32179 members 
Mstep: Class 22 contains 4517 members 
Mstep: Class 23 contains 44011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844416.000000 Penalty: 33373.367188
Iteration 245Q: 16 clusters Score -9.384442e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49291 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 173597 members 
Mstep: Class 11 contains 106405 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65761 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42236 members 
Mstep: Class 19 contains 175184 members 
Mstep: Class 20 contains 177991 members 
Mstep: Class 21 contains 32185 members 
Mstep: Class 22 contains 4515 members 
Mstep: Class 23 contains 44017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844384.000000 Penalty: 33373.367188
Iteration 246Q: 16 clusters Score -9.384438e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49291 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 173613 members 
Mstep: Class 11 contains 106352 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65766 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42238 members 
Mstep: Class 19 contains 175195 members 
Mstep: Class 20 contains 177999 members 
Mstep: Class 21 contains 32186 members 
Mstep: Class 22 contains 4516 members 
Mstep: Class 23 contains 44026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844352.000000 Penalty: 33373.367188
Iteration 247Q: 16 clusters Score -9.384435e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49282 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 173635 members 
Mstep: Class 11 contains 106307 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65764 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42237 members 
Mstep: Class 19 contains 175208 members 
Mstep: Class 20 contains 178014 members 
Mstep: Class 21 contains 32186 members 
Mstep: Class 22 contains 4515 members 
Mstep: Class 23 contains 44033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844456.000000 Penalty: 33373.367188
Iteration 248Q: 16 clusters Score -9.384446e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49273 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 173674 members 
Mstep: Class 11 contains 106263 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 65759 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42236 members 
Mstep: Class 19 contains 175215 members 
Mstep: Class 20 contains 178027 members 
Mstep: Class 21 contains 32186 members 
Mstep: Class 22 contains 4514 members 
Mstep: Class 23 contains 44034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844472.000000 Penalty: 33373.367188
Iteration 249Q: 16 clusters Score -9.384447e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49262 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 173694 members 
Mstep: Class 11 contains 106227 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65765 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42238 members 
Mstep: Class 19 contains 175225 members 
Mstep: Class 20 contains 178039 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 4512 members 
Mstep: Class 23 contains 44034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844400.000000 Penalty: 33373.367188
Iteration 250Q: 16 clusters Score -9.38444e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49260 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 173708 members 
Mstep: Class 11 contains 106185 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65770 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42240 members 
Mstep: Class 19 contains 175226 members 
Mstep: Class 20 contains 178062 members 
Mstep: Class 21 contains 32187 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 44035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844400.000000 Penalty: 33373.367188
Iteration 251Q: 16 clusters Score -9.38444e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49251 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 173724 members 
Mstep: Class 11 contains 106146 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65777 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42241 members 
Mstep: Class 19 contains 175228 members 
Mstep: Class 20 contains 178088 members 
Mstep: Class 21 contains 32189 members 
Mstep: Class 22 contains 4501 members 
Mstep: Class 23 contains 44034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844304.000000 Penalty: 33373.367188
Iteration 252Q: 16 clusters Score -9.38443e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49242 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 173737 members 
Mstep: Class 11 contains 106117 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65781 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42241 members 
Mstep: Class 19 contains 175219 members 
Mstep: Class 20 contains 178128 members 
Mstep: Class 21 contains 32188 members 
Mstep: Class 22 contains 4497 members 
Mstep: Class 23 contains 44029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844376.000000 Penalty: 33373.367188
Iteration 253Q: 16 clusters Score -9.384438e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49231 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 173763 members 
Mstep: Class 11 contains 106084 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65782 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42239 members 
Mstep: Class 19 contains 175223 members 
Mstep: Class 20 contains 178150 members 
Mstep: Class 21 contains 32186 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 44031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844312.000000 Penalty: 33373.367188
Iteration 254Q: 16 clusters Score -9.384431e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49222 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 173798 members 
Mstep: Class 11 contains 106029 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65785 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42240 members 
Mstep: Class 19 contains 175214 members 
Mstep: Class 20 contains 178188 members 
Mstep: Class 21 contains 32183 members 
Mstep: Class 22 contains 4492 members 
Mstep: Class 23 contains 44028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844160.000000 Penalty: 33373.367188
Iteration 255Q: 16 clusters Score -9.384416e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49214 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 173820 members 
Mstep: Class 11 contains 105963 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65788 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42241 members 
Mstep: Class 19 contains 175207 members 
Mstep: Class 20 contains 178245 members 
Mstep: Class 21 contains 32180 members 
Mstep: Class 22 contains 4495 members 
Mstep: Class 23 contains 44026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844160.000000 Penalty: 33373.367188
Iteration 256Q: 16 clusters Score -9.384416e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49209 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 173852 members 
Mstep: Class 11 contains 105898 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65791 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42242 members 
Mstep: Class 19 contains 175204 members 
Mstep: Class 20 contains 178285 members 
Mstep: Class 21 contains 32180 members 
Mstep: Class 22 contains 4494 members 
Mstep: Class 23 contains 44023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844160.000000 Penalty: 33373.367188
Iteration 257Q: 16 clusters Score -9.384416e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49201 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 173875 members 
Mstep: Class 11 contains 105856 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65799 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42245 members 
Mstep: Class 19 contains 175201 members 
Mstep: Class 20 contains 178314 members 
Mstep: Class 21 contains 32178 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 44018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844240.000000 Penalty: 33373.367188
Iteration 258Q: 16 clusters Score -9.384424e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49195 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 173878 members 
Mstep: Class 11 contains 105823 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65809 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42248 members 
Mstep: Class 19 contains 175194 members 
Mstep: Class 20 contains 178343 members 
Mstep: Class 21 contains 32179 members 
Mstep: Class 22 contains 4492 members 
Mstep: Class 23 contains 44016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844168.000000 Penalty: 33373.367188
Iteration 259Q: 16 clusters Score -9.384417e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49188 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 173890 members 
Mstep: Class 11 contains 105777 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65816 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42245 members 
Mstep: Class 19 contains 175192 members 
Mstep: Class 20 contains 178380 members 
Mstep: Class 21 contains 32179 members 
Mstep: Class 22 contains 4493 members 
Mstep: Class 23 contains 44017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844232.000000 Penalty: 33373.367188
Iteration 260F: 16 clusters Score -9.384423e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49175 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 173895 members 
Mstep: Class 11 contains 105743 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65821 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42246 members 
Mstep: Class 19 contains 175193 members 
Mstep: Class 20 contains 178418 members 
Mstep: Class 21 contains 32181 members 
Mstep: Class 22 contains 4491 members 
Mstep: Class 23 contains 44015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844256.000000 Penalty: 33373.367188
Iteration 261Q: 16 clusters Score -9.384426e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49168 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 173913 members 
Mstep: Class 11 contains 105695 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65827 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42247 members 
Mstep: Class 19 contains 175191 members 
Mstep: Class 20 contains 178440 members 
Mstep: Class 21 contains 32183 members 
Mstep: Class 22 contains 4493 members 
Mstep: Class 23 contains 44021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844224.000000 Penalty: 33373.367188
Iteration 262Q: 16 clusters Score -9.384422e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49161 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 173930 members 
Mstep: Class 11 contains 105649 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65832 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 42246 members 
Mstep: Class 19 contains 175194 members 
Mstep: Class 20 contains 178462 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 4494 members 
Mstep: Class 23 contains 44026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844256.000000 Penalty: 33373.367188
Iteration 263Q: 16 clusters Score -9.384426e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49157 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 173942 members 
Mstep: Class 11 contains 105606 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65842 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42247 members 
Mstep: Class 19 contains 175191 members 
Mstep: Class 20 contains 178481 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 4495 members 
Mstep: Class 23 contains 44033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844336.000000 Penalty: 33373.367188
Iteration 264Q: 16 clusters Score -9.384434e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49150 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 173961 members 
Mstep: Class 11 contains 105570 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65847 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42249 members 
Mstep: Class 19 contains 175202 members 
Mstep: Class 20 contains 178491 members 
Mstep: Class 21 contains 32182 members 
Mstep: Class 22 contains 4491 members 
Mstep: Class 23 contains 44034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844360.000000 Penalty: 33373.367188
Iteration 265Q: 16 clusters Score -9.384436e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49144 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 173970 members 
Mstep: Class 11 contains 105532 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65853 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 42251 members 
Mstep: Class 19 contains 175202 members 
Mstep: Class 20 contains 178520 members 
Mstep: Class 21 contains 32180 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 44036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844424.000000 Penalty: 33373.367188
Iteration 266Q: 16 clusters Score -9.384442e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49142 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 173985 members 
Mstep: Class 11 contains 105496 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65855 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 42253 members 
Mstep: Class 19 contains 175205 members 
Mstep: Class 20 contains 178537 members 
Mstep: Class 21 contains 32178 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 44036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844336.000000 Penalty: 33373.367188
Iteration 267Q: 16 clusters Score -9.384434e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49141 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 173996 members 
Mstep: Class 11 contains 105448 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65857 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 42253 members 
Mstep: Class 19 contains 175218 members 
Mstep: Class 20 contains 178566 members 
Mstep: Class 21 contains 32176 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 44035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844368.000000 Penalty: 33373.367188
Iteration 268Q: 16 clusters Score -9.384437e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49140 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174009 members 
Mstep: Class 11 contains 105397 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65863 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 42253 members 
Mstep: Class 19 contains 175220 members 
Mstep: Class 20 contains 178595 members 
Mstep: Class 21 contains 32175 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 44038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844432.000000 Penalty: 33373.367188
Iteration 269Q: 16 clusters Score -9.384443e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49138 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174016 members 
Mstep: Class 11 contains 105348 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65871 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 42257 members 
Mstep: Class 19 contains 175214 members 
Mstep: Class 20 contains 178632 members 
Mstep: Class 21 contains 32174 members 
Mstep: Class 22 contains 4483 members 
Mstep: Class 23 contains 44041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844464.000000 Penalty: 33373.367188
Iteration 270Q: 16 clusters Score -9.384446e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49142 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174029 members 
Mstep: Class 11 contains 105304 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65881 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 42256 members 
Mstep: Class 19 contains 175208 members 
Mstep: Class 20 contains 178657 members 
Mstep: Class 21 contains 32172 members 
Mstep: Class 22 contains 4483 members 
Mstep: Class 23 contains 44042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844376.000000 Penalty: 33373.367188
Iteration 271Q: 16 clusters Score -9.384438e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49138 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 174052 members 
Mstep: Class 11 contains 105256 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65892 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 42251 members 
Mstep: Class 19 contains 175211 members 
Mstep: Class 20 contains 178669 members 
Mstep: Class 21 contains 32172 members 
Mstep: Class 22 contains 4484 members 
Mstep: Class 23 contains 44046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844488.000000 Penalty: 33373.367188
Iteration 272Q: 16 clusters Score -9.384449e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49135 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174072 members 
Mstep: Class 11 contains 105203 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65908 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 42253 members 
Mstep: Class 19 contains 175197 members 
Mstep: Class 20 contains 178703 members 
Mstep: Class 21 contains 32170 members 
Mstep: Class 22 contains 4482 members 
Mstep: Class 23 contains 44048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844504.000000 Penalty: 33373.367188
Iteration 273Q: 16 clusters Score -9.38445e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49131 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174092 members 
Mstep: Class 11 contains 105148 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65919 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 42252 members 
Mstep: Class 19 contains 175195 members 
Mstep: Class 20 contains 178731 members 
Mstep: Class 21 contains 32172 members 
Mstep: Class 22 contains 4483 members 
Mstep: Class 23 contains 44050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844512.000000 Penalty: 33373.367188
Iteration 274Q: 16 clusters Score -9.384451e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49132 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174093 members 
Mstep: Class 11 contains 105092 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 65932 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 42258 members 
Mstep: Class 19 contains 175197 members 
Mstep: Class 20 contains 178761 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4482 members 
Mstep: Class 23 contains 44059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844520.000000 Penalty: 33373.367188
Iteration 275Q: 16 clusters Score -9.384452e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49131 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174108 members 
Mstep: Class 11 contains 105032 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65939 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 17 contains 42262 members 
Mstep: Class 19 contains 175194 members 
Mstep: Class 20 contains 178793 members 
Mstep: Class 21 contains 32163 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 44066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844496.000000 Penalty: 33373.367188
Iteration 276Q: 16 clusters Score -9.38445e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49128 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174113 members 
Mstep: Class 11 contains 104976 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65954 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 42262 members 
Mstep: Class 19 contains 175196 members 
Mstep: Class 20 contains 178817 members 
Mstep: Class 21 contains 32165 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 44074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844480.000000 Penalty: 33373.367188
Iteration 277Q: 16 clusters Score -9.384448e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49133 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174134 members 
Mstep: Class 11 contains 104906 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65960 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 42262 members 
Mstep: Class 19 contains 175188 members 
Mstep: Class 20 contains 178856 members 
Mstep: Class 21 contains 32166 members 
Mstep: Class 22 contains 4483 members 
Mstep: Class 23 contains 44081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844432.000000 Penalty: 33373.367188
Iteration 278Q: 16 clusters Score -9.384443e+07 nChanged 181
Entering ConstructFrom: 
Score: -93844432.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -360288.250000 Penalty: 1327.930786
	Iteration 0F: 2 clusters Score -360288.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -357265.500000 Penalty: 2655.861572
	Iteration 0F: 3 clusters Score -357265.5 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -358214.781250 Penalty: 2655.861572
	Iteration 1F: 3 clusters Score -358214.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -358510.312500 Penalty: 2655.861572
	Iteration 2F: 3 clusters Score -358510.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -358784.187500 Penalty: 2655.861572
	Iteration 3F: 3 clusters Score -358784.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -359014.343750 Penalty: 2655.861572
	Iteration 4F: 3 clusters Score -359014.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -359181.125000 Penalty: 2655.861572
	Iteration 5F: 3 clusters Score -359181.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -359304.968750 Penalty: 2655.861572
	Iteration 6Q: 3 clusters Score -359305 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -359413.406250 Penalty: 2655.861572
	Iteration 7Q: 3 clusters Score -359413.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -359500.468750 Penalty: 2655.861572
	Iteration 8Q: 3 clusters Score -359500.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -359565.343750 Penalty: 2655.861572
	Iteration 9Q: 3 clusters Score -359565.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -359608.343750 Penalty: 2655.861572
	Iteration 10Q: 3 clusters Score -359608.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -359633.375000 Penalty: 2655.861572
	Iteration 11Q: 3 clusters Score -359633.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -359652.312500 Penalty: 2655.861572
	Iteration 12Q: 3 clusters Score -359652.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -359668.125000 Penalty: 2655.861572
	Iteration 13Q: 3 clusters Score -359668.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -359686.312500 Penalty: 2655.861572
	Iteration 14Q: 3 clusters Score -359686.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -359702.625000 Penalty: 2655.861572
	Iteration 15Q: 3 clusters Score -359702.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -359719.500000 Penalty: 2655.861572
	Iteration 16Q: 3 clusters Score -359719.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -359731.750000 Penalty: 2655.861572
	Iteration 17Q: 3 clusters Score -359731.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -359742.125000 Penalty: 2655.861572
	Iteration 18Q: 3 clusters Score -359742.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -359757.187500 Penalty: 2655.861572
	Iteration 19Q: 3 clusters Score -359757.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -359770.781250 Penalty: 2655.861572
	Iteration 20F: 3 clusters Score -359770.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -359785.562500 Penalty: 2655.861572
	Iteration 21Q: 3 clusters Score -359785.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -359806.843750 Penalty: 2655.861572
	Iteration 22Q: 3 clusters Score -359806.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -359824.437500 Penalty: 2655.861572
	Iteration 23Q: 3 clusters Score -359824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -359835.312500 Penalty: 2655.861572
	Iteration 24Q: 3 clusters Score -359835.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -359851.406250 Penalty: 2655.861572
	Iteration 25Q: 3 clusters Score -359851.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -359861.156250 Penalty: 2655.861572
	Iteration 26Q: 3 clusters Score -359861.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -359866.625000 Penalty: 2655.861572
	Iteration 27Q: 3 clusters Score -359866.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -359872.812500 Penalty: 2655.861572
	Iteration 28Q: 3 clusters Score -359872.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -359878.250000 Penalty: 2655.861572
	Iteration 29Q: 3 clusters Score -359878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -359884.375000 Penalty: 2655.861572
	Iteration 30Q: 3 clusters Score -359884.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -359888.031250 Penalty: 2655.861572
	Iteration 31Q: 3 clusters Score -359888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -359892.968750 Penalty: 2655.861572
	Iteration 32Q: 3 clusters Score -359893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -359898.843750 Penalty: 2655.861572
	Iteration 33Q: 3 clusters Score -359898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -359906.312500 Penalty: 2655.861572
	Iteration 34Q: 3 clusters Score -359906.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -359915.093750 Penalty: 2655.861572
	Iteration 35Q: 3 clusters Score -359915.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -359918.156250 Penalty: 2655.861572
	Iteration 36Q: 3 clusters Score -359918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -359923.000000 Penalty: 2655.861572
	Iteration 37Q: 3 clusters Score -359923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -359926.531250 Penalty: 2655.861572
	Iteration 38Q: 3 clusters Score -359926.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -359927.906250 Penalty: 2655.861572
	Iteration 39Q: 3 clusters Score -359927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -359929.468750 Penalty: 2655.861572
	Iteration 40F: 3 clusters Score -359929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -359929.812500 Penalty: 2655.861572
	Iteration 41Q: 3 clusters Score -359929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -359931.187500 Penalty: 2655.861572
	Iteration 42Q: 3 clusters Score -359931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -359933.125000 Penalty: 2655.861572
	Iteration 43Q: 3 clusters Score -359933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -359934.750000 Penalty: 2655.861572
	Iteration 44Q: 3 clusters Score -359934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -359934.750000 Penalty: 2655.861572
	Iteration 45F: 3 clusters Score -359934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -92930.476562 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -92930.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91583.890625 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -91583.89 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92081.164062 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -92081.16 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -92348.867188 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -92348.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -92614.953125 Penalty: 2236.792236
	Iteration 3F: 3 clusters Score -92614.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -92759.898438 Penalty: 2236.792236
	Iteration 4F: 3 clusters Score -92759.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92817.539062 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -92817.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -92857.796875 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -92857.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -92889.195312 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -92889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92905.148438 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -92905.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -92908.398438 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -92908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -92909.062500 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -92909.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -92909.062500 Penalty: 2236.792236
	Iteration 11F: 3 clusters Score -92909.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Entering Unmasked Estep 
Score: -5166729.500000 Penalty: 1755.361572
	Iteration 0F: 2 clusters Score -5166730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5133862.000000 Penalty: 3510.723145
	Iteration 0F: 3 clusters Score -5133862 nChanged 23043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -5147027.500000 Penalty: 3510.723145
	Iteration 1F: 3 clusters Score -5147028 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5147733.500000 Penalty: 3510.723145
	Iteration 2Q: 3 clusters Score -5147734 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -5148818.500000 Penalty: 3510.723145
	Iteration 3Q: 3 clusters Score -5148818 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -5150624.000000 Penalty: 3510.723145
	Iteration 4F: 3 clusters Score -5150624 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -5153166.500000 Penalty: 3510.723145
	Iteration 5F: 3 clusters Score -5153166 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -5156152.000000 Penalty: 3510.723145
	Iteration 6F: 3 clusters Score -5156152 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -5158759.500000 Penalty: 3510.723145
	Iteration 7F: 3 clusters Score -5158760 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5160705.500000 Penalty: 3510.723145
	Iteration 8F: 3 clusters Score -5160706 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5162251.500000 Penalty: 3510.723145
	Iteration 9Q: 3 clusters Score -5162252 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5163582.500000 Penalty: 3510.723145
	Iteration 10Q: 3 clusters Score -5163582 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5164499.500000 Penalty: 3510.723145
	Iteration 11Q: 3 clusters Score -5164500 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5164948.000000 Penalty: 3510.723145
	Iteration 12Q: 3 clusters Score -5164948 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5165116.500000 Penalty: 3510.723145
	Iteration 13Q: 3 clusters Score -5165116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5165192.000000 Penalty: 3510.723145
	Iteration 14Q: 3 clusters Score -5165192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5165249.500000 Penalty: 3510.723145
	Iteration 15Q: 3 clusters Score -5165250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5165295.500000 Penalty: 3510.723145
	Iteration 16Q: 3 clusters Score -5165296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5165308.000000 Penalty: 3510.723145
	Iteration 17Q: 3 clusters Score -5165308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5165320.500000 Penalty: 3510.723145
	Iteration 18Q: 3 clusters Score -5165320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5165336.000000 Penalty: 3510.723145
	Iteration 19Q: 3 clusters Score -5165336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5165350.500000 Penalty: 3510.723145
	Iteration 20F: 3 clusters Score -5165350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5165356.500000 Penalty: 3510.723145
	Iteration 21Q: 3 clusters Score -5165356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5165359.500000 Penalty: 3510.723145
	Iteration 22Q: 3 clusters Score -5165360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5165373.500000 Penalty: 3510.723145
	Iteration 23Q: 3 clusters Score -5165374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5165382.000000 Penalty: 3510.723145
	Iteration 24Q: 3 clusters Score -5165382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5165385.500000 Penalty: 3510.723145
	Iteration 25Q: 3 clusters Score -5165386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5165384.500000 Penalty: 3510.723145
	Iteration 26Q: 3 clusters Score -5165384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5165389.000000 Penalty: 3510.723145
	Iteration 27Q: 3 clusters Score -5165389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5165391.500000 Penalty: 3510.723145
	Iteration 28Q: 3 clusters Score -5165392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5165393.500000 Penalty: 3510.723145
	Iteration 29Q: 3 clusters Score -5165394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5165390.500000 Penalty: 3510.723145
	Iteration 30Q: 3 clusters Score -5165390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5165391.500000 Penalty: 3510.723145
	Iteration 31Q: 3 clusters Score -5165392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5165391.000000 Penalty: 3510.723145
	Iteration 32Q: 3 clusters Score -5165391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5165391.000000 Penalty: 3510.723145
	Iteration 33F: 3 clusters Score -5165391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -501117.281250 Penalty: 1374.196411
	Iteration 0F: 2 clusters Score -501117.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -497320.593750 Penalty: 2748.392822
	Iteration 0F: 3 clusters Score -497320.6 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -498357.343750 Penalty: 2748.392822
	Iteration 1F: 3 clusters Score -498357.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -498515.156250 Penalty: 2748.392822
	Iteration 2F: 3 clusters Score -498515.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -498638.687500 Penalty: 2748.392822
	Iteration 3F: 3 clusters Score -498638.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -498753.218750 Penalty: 2748.392822
	Iteration 4Q: 3 clusters Score -498753.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -498890.781250 Penalty: 2748.392822
	Iteration 5Q: 3 clusters Score -498890.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -499042.375000 Penalty: 2748.392822
	Iteration 6Q: 3 clusters Score -499042.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -499187.687500 Penalty: 2748.392822
	Iteration 7Q: 3 clusters Score -499187.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -499318.687500 Penalty: 2748.392822
	Iteration 8Q: 3 clusters Score -499318.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -499427.906250 Penalty: 2748.392822
	Iteration 9Q: 3 clusters Score -499427.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -499528.437500 Penalty: 2748.392822
	Iteration 10Q: 3 clusters Score -499528.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -499611.875000 Penalty: 2748.392822
	Iteration 11Q: 3 clusters Score -499611.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -499675.906250 Penalty: 2748.392822
	Iteration 12Q: 3 clusters Score -499675.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -499724.968750 Penalty: 2748.392822
	Iteration 13Q: 3 clusters Score -499725 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -499769.656250 Penalty: 2748.392822
	Iteration 14Q: 3 clusters Score -499769.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -499799.343750 Penalty: 2748.392822
	Iteration 15Q: 3 clusters Score -499799.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -499818.656250 Penalty: 2748.392822
	Iteration 16Q: 3 clusters Score -499818.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -499838.937500 Penalty: 2748.392822
	Iteration 17Q: 3 clusters Score -499838.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -499850.375000 Penalty: 2748.392822
	Iteration 18Q: 3 clusters Score -499850.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -499863.281250 Penalty: 2748.392822
	Iteration 19Q: 3 clusters Score -499863.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -499870.843750 Penalty: 2748.392822
	Iteration 20F: 3 clusters Score -499870.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -499879.375000 Penalty: 2748.392822
	Iteration 21Q: 3 clusters Score -499879.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -499885.406250 Penalty: 2748.392822
	Iteration 22Q: 3 clusters Score -499885.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -499890.562500 Penalty: 2748.392822
	Iteration 23Q: 3 clusters Score -499890.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -499892.750000 Penalty: 2748.392822
	Iteration 24Q: 3 clusters Score -499892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -499893.437500 Penalty: 2748.392822
	Iteration 25Q: 3 clusters Score -499893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -499895.281250 Penalty: 2748.392822
	Iteration 26Q: 3 clusters Score -499895.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -499898.031250 Penalty: 2748.392822
	Iteration 27Q: 3 clusters Score -499898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -499899.750000 Penalty: 2748.392822
	Iteration 28Q: 3 clusters Score -499899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -499901.156250 Penalty: 2748.392822
	Iteration 29Q: 3 clusters Score -499901.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -499905.062500 Penalty: 2748.392822
	Iteration 30Q: 3 clusters Score -499905.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -499907.875000 Penalty: 2748.392822
	Iteration 31Q: 3 clusters Score -499907.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -499908.718750 Penalty: 2748.392822
	Iteration 32Q: 3 clusters Score -499908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -499909.843750 Penalty: 2748.392822
	Iteration 33Q: 3 clusters Score -499909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -499910.500000 Penalty: 2748.392822
	Iteration 34Q: 3 clusters Score -499910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -499911.000000 Penalty: 2748.392822
	Iteration 35Q: 3 clusters Score -499911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -499911.187500 Penalty: 2748.392822
	Iteration 36Q: 3 clusters Score -499911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -499910.906250 Penalty: 2748.392822
	Iteration 37Q: 3 clusters Score -499910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -499911.062500 Penalty: 2748.392822
	Iteration 38Q: 3 clusters Score -499911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -499911.062500 Penalty: 2748.392822
	Iteration 39F: 3 clusters Score -499911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174151 members 
Entering Unmasked Estep 
Score: -18887324.000000 Penalty: 1960.997803
	Iteration 0F: 2 clusters Score -1.888732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -18772392.000000 Penalty: 3921.995605
	Iteration 0F: 3 clusters Score -1.877239e+07 nChanged 84280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -18822846.000000 Penalty: 3921.995605
	Iteration 1F: 3 clusters Score -1.882285e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -18824034.000000 Penalty: 3921.995605
	Iteration 2Q: 3 clusters Score -1.882403e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -18825708.000000 Penalty: 3921.995605
	Iteration 3Q: 3 clusters Score -1.882571e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -18827552.000000 Penalty: 3921.995605
	Iteration 4Q: 3 clusters Score -1.882755e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -18830188.000000 Penalty: 3921.995605
	Iteration 5Q: 3 clusters Score -1.883019e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 74989 members 
Entering Unmasked Estep 
Score: -18834296.000000 Penalty: 3921.995605
	Iteration 6Q: 3 clusters Score -1.88343e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104225 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -18840328.000000 Penalty: 3921.995605
	Iteration 7F: 3 clusters Score -1.884033e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109948 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -18849086.000000 Penalty: 3921.995605
	Iteration 8F: 3 clusters Score -1.884909e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115123 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -18858194.000000 Penalty: 3921.995605
	Iteration 9F: 3 clusters Score -1.885819e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -18864078.000000 Penalty: 3921.995605
	Iteration 10F: 3 clusters Score -1.886408e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120910 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -18866632.000000 Penalty: 3921.995605
	Iteration 11Q: 3 clusters Score -1.886663e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122631 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -18867670.000000 Penalty: 3921.995605
	Iteration 12Q: 3 clusters Score -1.886767e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124147 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -18868492.000000 Penalty: 3921.995605
	Iteration 13Q: 3 clusters Score -1.886849e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125465 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -18869060.000000 Penalty: 3921.995605
	Iteration 14Q: 3 clusters Score -1.886906e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126629 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -18869640.000000 Penalty: 3921.995605
	Iteration 15Q: 3 clusters Score -1.886964e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -18870080.000000 Penalty: 3921.995605
	Iteration 16Q: 3 clusters Score -1.887008e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128678 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -18870476.000000 Penalty: 3921.995605
	Iteration 17Q: 3 clusters Score -1.887048e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129484 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -18870848.000000 Penalty: 3921.995605
	Iteration 18Q: 3 clusters Score -1.887085e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130195 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -18871180.000000 Penalty: 3921.995605
	Iteration 19Q: 3 clusters Score -1.887118e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130844 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -18871440.000000 Penalty: 3921.995605
	Iteration 20F: 3 clusters Score -1.887144e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131395 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -18871730.000000 Penalty: 3921.995605
	Iteration 21Q: 3 clusters Score -1.887173e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131926 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -18872058.000000 Penalty: 3921.995605
	Iteration 22Q: 3 clusters Score -1.887206e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132398 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -18872364.000000 Penalty: 3921.995605
	Iteration 23Q: 3 clusters Score -1.887236e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132832 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -18872652.000000 Penalty: 3921.995605
	Iteration 24Q: 3 clusters Score -1.887265e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133252 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -18872928.000000 Penalty: 3921.995605
	Iteration 25Q: 3 clusters Score -1.887293e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133721 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -18873230.000000 Penalty: 3921.995605
	Iteration 26Q: 3 clusters Score -1.887323e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134168 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -18873398.000000 Penalty: 3921.995605
	Iteration 27Q: 3 clusters Score -1.88734e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134626 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -18873640.000000 Penalty: 3921.995605
	Iteration 28Q: 3 clusters Score -1.887364e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135050 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -18873996.000000 Penalty: 3921.995605
	Iteration 29Q: 3 clusters Score -1.8874e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135484 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -18874138.000000 Penalty: 3921.995605
	Iteration 30Q: 3 clusters Score -1.887414e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -18874390.000000 Penalty: 3921.995605
	Iteration 31Q: 3 clusters Score -1.887439e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136334 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -18874654.000000 Penalty: 3921.995605
	Iteration 32Q: 3 clusters Score -1.887465e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136754 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -18874792.000000 Penalty: 3921.995605
	Iteration 33Q: 3 clusters Score -1.887479e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137174 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -18874974.000000 Penalty: 3921.995605
	Iteration 34Q: 3 clusters Score -1.887497e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137596 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -18875174.000000 Penalty: 3921.995605
	Iteration 35Q: 3 clusters Score -1.887517e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138006 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -18875320.000000 Penalty: 3921.995605
	Iteration 36Q: 3 clusters Score -1.887532e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138446 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -18875502.000000 Penalty: 3921.995605
	Iteration 37Q: 3 clusters Score -1.88755e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138883 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -18875702.000000 Penalty: 3921.995605
	Iteration 38Q: 3 clusters Score -1.88757e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139332 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -18875870.000000 Penalty: 3921.995605
	Iteration 39Q: 3 clusters Score -1.887587e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139806 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -18876046.000000 Penalty: 3921.995605
	Iteration 40F: 3 clusters Score -1.887605e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140275 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -18876188.000000 Penalty: 3921.995605
	Iteration 41Q: 3 clusters Score -1.887619e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140765 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -18876304.000000 Penalty: 3921.995605
	Iteration 42Q: 3 clusters Score -1.88763e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141242 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -18876406.000000 Penalty: 3921.995605
	Iteration 43Q: 3 clusters Score -1.887641e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141754 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -18876508.000000 Penalty: 3921.995605
	Iteration 44Q: 3 clusters Score -1.887651e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142290 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -18876680.000000 Penalty: 3921.995605
	Iteration 45Q: 3 clusters Score -1.887668e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -18876914.000000 Penalty: 3921.995605
	Iteration 46Q: 3 clusters Score -1.887691e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143470 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -18877104.000000 Penalty: 3921.995605
	Iteration 47Q: 3 clusters Score -1.88771e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144151 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -18877286.000000 Penalty: 3921.995605
	Iteration 48Q: 3 clusters Score -1.887729e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144853 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -18877474.000000 Penalty: 3921.995605
	Iteration 49Q: 3 clusters Score -1.887747e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145633 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -18877720.000000 Penalty: 3921.995605
	Iteration 50Q: 3 clusters Score -1.887772e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146419 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -18877864.000000 Penalty: 3921.995605
	Iteration 51Q: 3 clusters Score -1.887786e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -18878126.000000 Penalty: 3921.995605
	Iteration 52Q: 3 clusters Score -1.887813e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148073 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -18878436.000000 Penalty: 3921.995605
	Iteration 53Q: 3 clusters Score -1.887844e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148916 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -18878626.000000 Penalty: 3921.995605
	Iteration 54Q: 3 clusters Score -1.887863e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149748 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -18878808.000000 Penalty: 3921.995605
	Iteration 55Q: 3 clusters Score -1.887881e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -18879134.000000 Penalty: 3921.995605
	Iteration 56Q: 3 clusters Score -1.887913e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151445 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -18879420.000000 Penalty: 3921.995605
	Iteration 57Q: 3 clusters Score -1.887942e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -18879752.000000 Penalty: 3921.995605
	Iteration 58Q: 3 clusters Score -1.887975e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -18880140.000000 Penalty: 3921.995605
	Iteration 59Q: 3 clusters Score -1.888014e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154300 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -18880460.000000 Penalty: 3921.995605
	Iteration 60F: 3 clusters Score -1.888046e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -18880812.000000 Penalty: 3921.995605
	Iteration 61Q: 3 clusters Score -1.888081e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -18881098.000000 Penalty: 3921.995605
	Iteration 62Q: 3 clusters Score -1.88811e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -18881404.000000 Penalty: 3921.995605
	Iteration 63Q: 3 clusters Score -1.88814e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157964 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -18881748.000000 Penalty: 3921.995605
	Iteration 64Q: 3 clusters Score -1.888175e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158828 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -18881954.000000 Penalty: 3921.995605
	Iteration 65Q: 3 clusters Score -1.888195e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159628 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -18882238.000000 Penalty: 3921.995605
	Iteration 66Q: 3 clusters Score -1.888224e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160406 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -18882572.000000 Penalty: 3921.995605
	Iteration 67Q: 3 clusters Score -1.888257e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161168 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -18882902.000000 Penalty: 3921.995605
	Iteration 68Q: 3 clusters Score -1.88829e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161903 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -18883118.000000 Penalty: 3921.995605
	Iteration 69Q: 3 clusters Score -1.888312e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162589 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -18883360.000000 Penalty: 3921.995605
	Iteration 70Q: 3 clusters Score -1.888336e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -18883626.000000 Penalty: 3921.995605
	Iteration 71Q: 3 clusters Score -1.888363e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -18884030.000000 Penalty: 3921.995605
	Iteration 72Q: 3 clusters Score -1.888403e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164730 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -18884398.000000 Penalty: 3921.995605
	Iteration 73Q: 3 clusters Score -1.88844e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165480 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -18884724.000000 Penalty: 3921.995605
	Iteration 74Q: 3 clusters Score -1.888472e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166178 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -18885100.000000 Penalty: 3921.995605
	Iteration 75Q: 3 clusters Score -1.88851e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166842 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -18885378.000000 Penalty: 3921.995605
	Iteration 76Q: 3 clusters Score -1.888538e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167482 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -18885704.000000 Penalty: 3921.995605
	Iteration 77Q: 3 clusters Score -1.88857e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168069 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -18885960.000000 Penalty: 3921.995605
	Iteration 78Q: 3 clusters Score -1.888596e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168610 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -18886174.000000 Penalty: 3921.995605
	Iteration 79Q: 3 clusters Score -1.888617e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169128 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -18886358.000000 Penalty: 3921.995605
	Iteration 80F: 3 clusters Score -1.888636e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169568 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -18886522.000000 Penalty: 3921.995605
	Iteration 81Q: 3 clusters Score -1.888652e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169944 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -18886554.000000 Penalty: 3921.995605
	Iteration 82Q: 3 clusters Score -1.888655e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -18886664.000000 Penalty: 3921.995605
	Iteration 83Q: 3 clusters Score -1.888666e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170511 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -18886710.000000 Penalty: 3921.995605
	Iteration 84Q: 3 clusters Score -1.888671e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170712 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -18886726.000000 Penalty: 3921.995605
	Iteration 85Q: 3 clusters Score -1.888673e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -18886760.000000 Penalty: 3921.995605
	Iteration 86Q: 3 clusters Score -1.888676e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -18886800.000000 Penalty: 3921.995605
	Iteration 87Q: 3 clusters Score -1.88868e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -18886810.000000 Penalty: 3921.995605
	Iteration 88Q: 3 clusters Score -1.888681e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171212 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -18886814.000000 Penalty: 3921.995605
	Iteration 89Q: 3 clusters Score -1.888681e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171295 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -18886794.000000 Penalty: 3921.995605
	Iteration 90Q: 3 clusters Score -1.888679e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171343 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -18886810.000000 Penalty: 3921.995605
	Iteration 91Q: 3 clusters Score -1.888681e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -18886826.000000 Penalty: 3921.995605
	Iteration 92Q: 3 clusters Score -1.888683e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -18886850.000000 Penalty: 3921.995605
	Iteration 93Q: 3 clusters Score -1.888685e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171468 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -18886830.000000 Penalty: 3921.995605
	Iteration 94Q: 3 clusters Score -1.888683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171495 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -18886826.000000 Penalty: 3921.995605
	Iteration 95Q: 3 clusters Score -1.888683e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171514 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -18886818.000000 Penalty: 3921.995605
	Iteration 96Q: 3 clusters Score -1.888682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171536 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -18886838.000000 Penalty: 3921.995605
	Iteration 97Q: 3 clusters Score -1.888684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -18886830.000000 Penalty: 3921.995605
	Iteration 98Q: 3 clusters Score -1.888683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171569 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18886836.000000 Penalty: 3921.995605
	Iteration 99Q: 3 clusters Score -1.888684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171582 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -18886836.000000 Penalty: 3921.995605
	Iteration 100F: 3 clusters Score -1.888684e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171597 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -18886836.000000 Penalty: 3921.995605
	Iteration 101Q: 3 clusters Score -1.888684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171612 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -18886860.000000 Penalty: 3921.995605
	Iteration 102Q: 3 clusters Score -1.888686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171629 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -18886872.000000 Penalty: 3921.995605
	Iteration 103Q: 3 clusters Score -1.888687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171645 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -18886860.000000 Penalty: 3921.995605
	Iteration 104Q: 3 clusters Score -1.888686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171658 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -18886828.000000 Penalty: 3921.995605
	Iteration 105Q: 3 clusters Score -1.888683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171668 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -18886830.000000 Penalty: 3921.995605
	Iteration 106Q: 3 clusters Score -1.888683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -18886824.000000 Penalty: 3921.995605
	Iteration 107Q: 3 clusters Score -1.888682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171689 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -18886834.000000 Penalty: 3921.995605
	Iteration 108Q: 3 clusters Score -1.888683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171704 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -18886832.000000 Penalty: 3921.995605
	Iteration 109Q: 3 clusters Score -1.888683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171712 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -18886832.000000 Penalty: 3921.995605
	Iteration 110Q: 3 clusters Score -1.888683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171722 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -18886826.000000 Penalty: 3921.995605
	Iteration 111Q: 3 clusters Score -1.888683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171730 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -18886836.000000 Penalty: 3921.995605
	Iteration 112Q: 3 clusters Score -1.888684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171745 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -18886820.000000 Penalty: 3921.995605
	Iteration 113Q: 3 clusters Score -1.888682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171756 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -18886820.000000 Penalty: 3921.995605
	Iteration 114Q: 3 clusters Score -1.888682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171763 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -18886816.000000 Penalty: 3921.995605
	Iteration 115Q: 3 clusters Score -1.888682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171769 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -18886836.000000 Penalty: 3921.995605
	Iteration 116Q: 3 clusters Score -1.888684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -18886826.000000 Penalty: 3921.995605
	Iteration 117Q: 3 clusters Score -1.888683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171774 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -18886814.000000 Penalty: 3921.995605
	Iteration 118Q: 3 clusters Score -1.888681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171778 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -18886812.000000 Penalty: 3921.995605
	Iteration 119Q: 3 clusters Score -1.888681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171787 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -18886810.000000 Penalty: 3921.995605
	Iteration 120F: 3 clusters Score -1.888681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171791 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18886818.000000 Penalty: 3921.995605
	Iteration 121Q: 3 clusters Score -1.888682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171794 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -18886810.000000 Penalty: 3921.995605
	Iteration 122Q: 3 clusters Score -1.888681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171795 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -18886806.000000 Penalty: 3921.995605
	Iteration 123Q: 3 clusters Score -1.888681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171797 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18886816.000000 Penalty: 3921.995605
	Iteration 124Q: 3 clusters Score -1.888682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171796 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -18886814.000000 Penalty: 3921.995605
	Iteration 125Q: 3 clusters Score -1.888681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171795 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -18886808.000000 Penalty: 3921.995605
	Iteration 126Q: 3 clusters Score -1.888681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171795 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -18886808.000000 Penalty: 3921.995605
	Iteration 127F: 3 clusters Score -1.888681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (104849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104849 members 
Entering Unmasked Estep 
Score: -11393456.000000 Penalty: 1878.544800
	Iteration 0F: 2 clusters Score -1.139346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -11323060.000000 Penalty: 3757.089600
	Iteration 0F: 3 clusters Score -1.132306e+07 nChanged 50215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -11352555.000000 Penalty: 3757.089600
	Iteration 1F: 3 clusters Score -1.135256e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -11354192.000000 Penalty: 3757.089600
	Iteration 2Q: 3 clusters Score -1.135419e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -11357408.000000 Penalty: 3757.089600
	Iteration 3F: 3 clusters Score -1.135741e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -11363329.000000 Penalty: 3757.089600
	Iteration 4F: 3 clusters Score -1.136333e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -11372638.000000 Penalty: 3757.089600
	Iteration 5F: 3 clusters Score -1.137264e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -11382746.000000 Penalty: 3757.089600
	Iteration 6F: 3 clusters Score -1.138275e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -11389119.000000 Penalty: 3757.089600
	Iteration 7F: 3 clusters Score -1.138912e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
Score: -11391145.000000 Penalty: 3757.089600
	Iteration 8Q: 3 clusters Score -1.139114e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 104687 members 
Entering Unmasked Estep 
Score: -11391561.000000 Penalty: 3757.089600
	Iteration 9Q: 3 clusters Score -1.139156e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -11391692.000000 Penalty: 3757.089600
	Iteration 10Q: 3 clusters Score -1.139169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -11391717.000000 Penalty: 3757.089600
	Iteration 11Q: 3 clusters Score -1.139172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -11391726.000000 Penalty: 3757.089600
	Iteration 12Q: 3 clusters Score -1.139173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104752 members 
Entering Unmasked Estep 
Score: -11391730.000000 Penalty: 3757.089600
	Iteration 13Q: 3 clusters Score -1.139173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -11391731.000000 Penalty: 3757.089600
	Iteration 14Q: 3 clusters Score -1.139173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -11391734.000000 Penalty: 3757.089600
	Iteration 15Q: 3 clusters Score -1.139173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -11391734.000000 Penalty: 3757.089600
	Iteration 16F: 3 clusters Score -1.139173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -91350.046875 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -91350.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -89979.437500 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -89979.44 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90253.562500 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -90253.56 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90347.796875 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -90347.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90410.476562 Penalty: 2210.416992
	Iteration 3Q: 3 clusters Score -90410.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90461.734375 Penalty: 2210.416992
	Iteration 4Q: 3 clusters Score -90461.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90510.585938 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -90510.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90577.468750 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -90577.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90647.023438 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -90647.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90711.101562 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -90711.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90743.085938 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -90743.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -90774.453125 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -90774.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90783.296875 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -90783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90784.289062 Penalty: 2210.416992
	Iteration 12Q: 3 clusters Score -90784.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90786.351562 Penalty: 2210.416992
	Iteration 13Q: 3 clusters Score -90786.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90788.695312 Penalty: 2210.416992
	Iteration 14F: 3 clusters Score -90788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90793.601562 Penalty: 2210.416992
	Iteration 15Q: 3 clusters Score -90793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90794.593750 Penalty: 2210.416992
	Iteration 16Q: 3 clusters Score -90794.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90795.851562 Penalty: 2210.416992
	Iteration 17Q: 3 clusters Score -90795.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90797.523438 Penalty: 2210.416992
	Iteration 18Q: 3 clusters Score -90797.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90799.351562 Penalty: 2210.416992
	Iteration 19Q: 3 clusters Score -90799.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90799.351562 Penalty: 2210.416992
	Iteration 20F: 3 clusters Score -90799.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Entering Unmasked Estep 
Score: -7215098.500000 Penalty: 1803.245361
	Iteration 0F: 2 clusters Score -7215098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -7170875.500000 Penalty: 3606.490723
	Iteration 0F: 3 clusters Score -7170876 nChanged 31216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -7189086.000000 Penalty: 3606.490723
	Iteration 1F: 3 clusters Score -7189086 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -7190215.000000 Penalty: 3606.490723
	Iteration 2Q: 3 clusters Score -7190215 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -7191999.000000 Penalty: 3606.490723
	Iteration 3F: 3 clusters Score -7191999 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -7195025.000000 Penalty: 3606.490723
	Iteration 4F: 3 clusters Score -7195025 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -7199540.000000 Penalty: 3606.490723
	Iteration 5F: 3 clusters Score -7199540 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -7204744.500000 Penalty: 3606.490723
	Iteration 6F: 3 clusters Score -7204744 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -7208768.000000 Penalty: 3606.490723
	Iteration 7F: 3 clusters Score -7208768 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -7211205.500000 Penalty: 3606.490723
	Iteration 8Q: 3 clusters Score -7211206 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -7212363.500000 Penalty: 3606.490723
	Iteration 9Q: 3 clusters Score -7212364 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -7212899.000000 Penalty: 3606.490723
	Iteration 10Q: 3 clusters Score -7212899 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -7213103.000000 Penalty: 3606.490723
	Iteration 11Q: 3 clusters Score -7213103 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -7213236.500000 Penalty: 3606.490723
	Iteration 12Q: 3 clusters Score -7213236 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -7213325.500000 Penalty: 3606.490723
	Iteration 13Q: 3 clusters Score -7213326 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -7213414.500000 Penalty: 3606.490723
	Iteration 14Q: 3 clusters Score -7213414 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -7213478.500000 Penalty: 3606.490723
	Iteration 15Q: 3 clusters Score -7213478 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -7213536.500000 Penalty: 3606.490723
	Iteration 16Q: 3 clusters Score -7213536 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -7213582.500000 Penalty: 3606.490723
	Iteration 17Q: 3 clusters Score -7213582 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -7213618.500000 Penalty: 3606.490723
	Iteration 18Q: 3 clusters Score -7213618 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -7213659.000000 Penalty: 3606.490723
	Iteration 19Q: 3 clusters Score -7213659 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -7213697.000000 Penalty: 3606.490723
	Iteration 20F: 3 clusters Score -7213697 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -7213730.500000 Penalty: 3606.490723
	Iteration 21Q: 3 clusters Score -7213730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -7213761.500000 Penalty: 3606.490723
	Iteration 22Q: 3 clusters Score -7213762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -7213772.500000 Penalty: 3606.490723
	Iteration 23Q: 3 clusters Score -7213772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -7213795.000000 Penalty: 3606.490723
	Iteration 24Q: 3 clusters Score -7213795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -7213805.000000 Penalty: 3606.490723
	Iteration 25Q: 3 clusters Score -7213805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -7213793.500000 Penalty: 3606.490723
	Iteration 26Q: 3 clusters Score -7213794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -7213789.500000 Penalty: 3606.490723
	Iteration 27Q: 3 clusters Score -7213790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -7213798.000000 Penalty: 3606.490723
	Iteration 28Q: 3 clusters Score -7213798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -7213811.500000 Penalty: 3606.490723
	Iteration 29Q: 3 clusters Score -7213812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -7213814.000000 Penalty: 3606.490723
	Iteration 30Q: 3 clusters Score -7213814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -7213822.000000 Penalty: 3606.490723
	Iteration 31Q: 3 clusters Score -7213822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -7213835.000000 Penalty: 3606.490723
	Iteration 32Q: 3 clusters Score -7213835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -7213827.500000 Penalty: 3606.490723
	Iteration 33Q: 3 clusters Score -7213828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -7213843.000000 Penalty: 3606.490723
	Iteration 34Q: 3 clusters Score -7213843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -7213837.500000 Penalty: 3606.490723
	Iteration 35Q: 3 clusters Score -7213838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -7213838.000000 Penalty: 3606.490723
	Iteration 36Q: 3 clusters Score -7213838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -7213839.500000 Penalty: 3606.490723
	Iteration 37Q: 3 clusters Score -7213840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -7213844.500000 Penalty: 3606.490723
	Iteration 38Q: 3 clusters Score -7213844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -7213840.500000 Penalty: 3606.490723
	Iteration 39Q: 3 clusters Score -7213840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -7213851.000000 Penalty: 3606.490723
	Iteration 40F: 3 clusters Score -7213851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -7213858.500000 Penalty: 3606.490723
	Iteration 41Q: 3 clusters Score -7213858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -7213861.500000 Penalty: 3606.490723
	Iteration 42Q: 3 clusters Score -7213862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -7213860.000000 Penalty: 3606.490723
	Iteration 43Q: 3 clusters Score -7213860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -7213857.500000 Penalty: 3606.490723
	Iteration 44Q: 3 clusters Score -7213858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -7213863.000000 Penalty: 3606.490723
	Iteration 45Q: 3 clusters Score -7213863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -7213867.500000 Penalty: 3606.490723
	Iteration 46Q: 3 clusters Score -7213868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -7213868.000000 Penalty: 3606.490723
	Iteration 47Q: 3 clusters Score -7213868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -7213868.000000 Penalty: 3606.490723
	Iteration 48F: 3 clusters Score -7213868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -231516.531250 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -231516.5 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 1124 members 
Entering Unmasked Estep 
Score: -229309.625000 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -229309.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -229782.968750 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -229783 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -229921.187500 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -229921.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -229985.890625 Penalty: 2499.936768
	Iteration 3F: 3 clusters Score -229985.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -230034.281250 Penalty: 2499.936768
	Iteration 4Q: 3 clusters Score -230034.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -230070.937500 Penalty: 2499.936768
	Iteration 5Q: 3 clusters Score -230070.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -230098.531250 Penalty: 2499.936768
	Iteration 6Q: 3 clusters Score -230098.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -230132.687500 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -230132.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -230175.578125 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -230175.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -230210.359375 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -230210.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -230234.000000 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -230234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -230263.390625 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -230263.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -230283.375000 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -230283.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -230314.312500 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -230314.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -230351.734375 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -230351.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -230379.187500 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -230379.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -230409.328125 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -230409.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -230434.703125 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -230434.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -230462.531250 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -230462.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -230484.062500 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -230484.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -230501.171875 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -230501.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -230513.484375 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -230513.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -230521.781250 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -230521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -230523.781250 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -230523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -230533.156250 Penalty: 2499.936768
	Iteration 24Q: 3 clusters Score -230533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -230546.218750 Penalty: 2499.936768
	Iteration 25Q: 3 clusters Score -230546.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -230559.781250 Penalty: 2499.936768
	Iteration 26Q: 3 clusters Score -230559.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -230575.875000 Penalty: 2499.936768
	Iteration 27Q: 3 clusters Score -230575.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -230588.890625 Penalty: 2499.936768
	Iteration 28Q: 3 clusters Score -230588.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -230606.343750 Penalty: 2499.936768
	Iteration 29Q: 3 clusters Score -230606.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -230630.937500 Penalty: 2499.936768
	Iteration 30Q: 3 clusters Score -230630.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -230652.812500 Penalty: 2499.936768
	Iteration 31Q: 3 clusters Score -230652.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -230690.484375 Penalty: 2499.936768
	Iteration 32Q: 3 clusters Score -230690.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -230739.484375 Penalty: 2499.936768
	Iteration 33Q: 3 clusters Score -230739.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -230790.750000 Penalty: 2499.936768
	Iteration 34Q: 3 clusters Score -230790.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -230843.546875 Penalty: 2499.936768
	Iteration 35Q: 3 clusters Score -230843.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -230912.234375 Penalty: 2499.936768
	Iteration 36Q: 3 clusters Score -230912.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -230967.937500 Penalty: 2499.936768
	Iteration 37Q: 3 clusters Score -230967.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -231026.234375 Penalty: 2499.936768
	Iteration 38Q: 3 clusters Score -231026.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -231073.171875 Penalty: 2499.936768
	Iteration 39Q: 3 clusters Score -231073.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -231115.796875 Penalty: 2499.936768
	Iteration 40F: 3 clusters Score -231115.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -231143.640625 Penalty: 2499.936768
	Iteration 41Q: 3 clusters Score -231143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -231156.640625 Penalty: 2499.936768
	Iteration 42Q: 3 clusters Score -231156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -231163.843750 Penalty: 2499.936768
	Iteration 43Q: 3 clusters Score -231163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -231164.500000 Penalty: 2499.936768
	Iteration 44Q: 3 clusters Score -231164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -231164.500000 Penalty: 2499.936768
	Iteration 45F: 3 clusters Score -231164.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Entering Unmasked Estep 
Score: -4505199.500000 Penalty: 1730.895996
	Iteration 0F: 2 clusters Score -4505200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4476972.000000 Penalty: 3461.791992
	Iteration 0F: 3 clusters Score -4476972 nChanged 19642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -4487969.000000 Penalty: 3461.791992
	Iteration 1F: 3 clusters Score -4487969 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -4488492.500000 Penalty: 3461.791992
	Iteration 2Q: 3 clusters Score -4488492 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4489129.500000 Penalty: 3461.791992
	Iteration 3Q: 3 clusters Score -4489130 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -4490007.000000 Penalty: 3461.791992
	Iteration 4Q: 3 clusters Score -4490007 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -4491278.500000 Penalty: 3461.791992
	Iteration 5F: 3 clusters Score -4491278 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4493181.000000 Penalty: 3461.791992
	Iteration 6F: 3 clusters Score -4493181 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4495638.500000 Penalty: 3461.791992
	Iteration 7F: 3 clusters Score -4495638 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4498236.000000 Penalty: 3461.791992
	Iteration 8F: 3 clusters Score -4498236 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -4500537.500000 Penalty: 3461.791992
	Iteration 9F: 3 clusters Score -4500538 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4502100.000000 Penalty: 3461.791992
	Iteration 10Q: 3 clusters Score -4502100 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4503063.000000 Penalty: 3461.791992
	Iteration 11Q: 3 clusters Score -4503063 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4503613.500000 Penalty: 3461.791992
	Iteration 12Q: 3 clusters Score -4503614 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -4503889.000000 Penalty: 3461.791992
	Iteration 13Q: 3 clusters Score -4503889 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -4504006.000000 Penalty: 3461.791992
	Iteration 14Q: 3 clusters Score -4504006 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4504065.000000 Penalty: 3461.791992
	Iteration 15Q: 3 clusters Score -4504065 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -4504113.500000 Penalty: 3461.791992
	Iteration 16Q: 3 clusters Score -4504114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -4504147.000000 Penalty: 3461.791992
	Iteration 17Q: 3 clusters Score -4504147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -4504172.500000 Penalty: 3461.791992
	Iteration 18Q: 3 clusters Score -4504172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -4504178.500000 Penalty: 3461.791992
	Iteration 19Q: 3 clusters Score -4504178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -4504184.500000 Penalty: 3461.791992
	Iteration 20F: 3 clusters Score -4504184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -4504195.500000 Penalty: 3461.791992
	Iteration 21Q: 3 clusters Score -4504196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -4504203.500000 Penalty: 3461.791992
	Iteration 22Q: 3 clusters Score -4504204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4504207.500000 Penalty: 3461.791992
	Iteration 23Q: 3 clusters Score -4504208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -4504207.000000 Penalty: 3461.791992
	Iteration 24Q: 3 clusters Score -4504207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -4504217.500000 Penalty: 3461.791992
	Iteration 25Q: 3 clusters Score -4504218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -4504216.000000 Penalty: 3461.791992
	Iteration 26Q: 3 clusters Score -4504216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -4504211.500000 Penalty: 3461.791992
	Iteration 27Q: 3 clusters Score -4504212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -4504215.500000 Penalty: 3461.791992
	Iteration 28Q: 3 clusters Score -4504216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -4504216.000000 Penalty: 3461.791992
	Iteration 29Q: 3 clusters Score -4504216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -4504215.000000 Penalty: 3461.791992
	Iteration 30Q: 3 clusters Score -4504215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -4504218.000000 Penalty: 3461.791992
	Iteration 31Q: 3 clusters Score -4504218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -4504219.000000 Penalty: 3461.791992
	Iteration 32Q: 3 clusters Score -4504219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -4504221.000000 Penalty: 3461.791992
	Iteration 33Q: 3 clusters Score -4504221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -4504217.500000 Penalty: 3461.791992
	Iteration 34Q: 3 clusters Score -4504218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4504220.500000 Penalty: 3461.791992
	Iteration 35Q: 3 clusters Score -4504220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -4504220.500000 Penalty: 3461.791992
	Iteration 36Q: 3 clusters Score -4504220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -4504220.500000 Penalty: 3461.791992
	Iteration 37F: 3 clusters Score -4504220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175191 members 
Entering Unmasked Estep 
Score: -19004448.000000 Penalty: 1961.965210
	Iteration 0F: 2 clusters Score -1.900445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -18889414.000000 Penalty: 3923.930420
	Iteration 0F: 3 clusters Score -1.888941e+07 nChanged 84505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -18939654.000000 Penalty: 3923.930420
	Iteration 1F: 3 clusters Score -1.893965e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94419 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -18941054.000000 Penalty: 3923.930420
	Iteration 2Q: 3 clusters Score -1.894105e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -18943304.000000 Penalty: 3923.930420
	Iteration 3Q: 3 clusters Score -1.89433e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -18946678.000000 Penalty: 3923.930420
	Iteration 4Q: 3 clusters Score -1.894668e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -18952150.000000 Penalty: 3923.930420
	Iteration 5F: 3 clusters Score -1.895215e+07 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126112 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -18960650.000000 Penalty: 3923.930420
	Iteration 6F: 3 clusters Score -1.896065e+07 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139255 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -18971836.000000 Penalty: 3923.930420
	Iteration 7F: 3 clusters Score -1.897184e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151432 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -18983394.000000 Penalty: 3923.930420
	Iteration 8F: 3 clusters Score -1.898339e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -18992204.000000 Penalty: 3923.930420
	Iteration 9F: 3 clusters Score -1.89922e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166066 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -18997854.000000 Penalty: 3923.930420
	Iteration 10Q: 3 clusters Score -1.899785e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169233 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -19000750.000000 Penalty: 3923.930420
	Iteration 11Q: 3 clusters Score -1.900075e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -19001966.000000 Penalty: 3923.930420
	Iteration 12Q: 3 clusters Score -1.900197e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172178 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -19002628.000000 Penalty: 3923.930420
	Iteration 13Q: 3 clusters Score -1.900263e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172899 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -19002932.000000 Penalty: 3923.930420
	Iteration 14Q: 3 clusters Score -1.900293e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173381 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -19003028.000000 Penalty: 3923.930420
	Iteration 15Q: 3 clusters Score -1.900303e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -19003072.000000 Penalty: 3923.930420
	Iteration 16Q: 3 clusters Score -1.900307e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -19003182.000000 Penalty: 3923.930420
	Iteration 17Q: 3 clusters Score -1.900318e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174006 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19003188.000000 Penalty: 3923.930420
	Iteration 18Q: 3 clusters Score -1.900319e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -19003230.000000 Penalty: 3923.930420
	Iteration 19Q: 3 clusters Score -1.900323e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174152 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19003208.000000 Penalty: 3923.930420
	Iteration 20F: 3 clusters Score -1.900321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174187 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19003206.000000 Penalty: 3923.930420
	Iteration 21Q: 3 clusters Score -1.900321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174210 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -19003220.000000 Penalty: 3923.930420
	Iteration 22Q: 3 clusters Score -1.900322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174224 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19003214.000000 Penalty: 3923.930420
	Iteration 23Q: 3 clusters Score -1.900321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174238 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -19003218.000000 Penalty: 3923.930420
	Iteration 24Q: 3 clusters Score -1.900322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174249 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19003224.000000 Penalty: 3923.930420
	Iteration 25Q: 3 clusters Score -1.900322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174259 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -19003230.000000 Penalty: 3923.930420
	Iteration 26Q: 3 clusters Score -1.900323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174267 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -19003226.000000 Penalty: 3923.930420
	Iteration 27Q: 3 clusters Score -1.900323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174276 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19003210.000000 Penalty: 3923.930420
	Iteration 28Q: 3 clusters Score -1.900321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174282 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19003230.000000 Penalty: 3923.930420
	Iteration 29Q: 3 clusters Score -1.900323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174286 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19003212.000000 Penalty: 3923.930420
	Iteration 30Q: 3 clusters Score -1.900321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174289 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19003216.000000 Penalty: 3923.930420
	Iteration 31Q: 3 clusters Score -1.900322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174292 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19003218.000000 Penalty: 3923.930420
	Iteration 32Q: 3 clusters Score -1.900322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174296 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19003222.000000 Penalty: 3923.930420
	Iteration 33Q: 3 clusters Score -1.900322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174300 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19003208.000000 Penalty: 3923.930420
	Iteration 34Q: 3 clusters Score -1.900321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174305 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -19003212.000000 Penalty: 3923.930420
	Iteration 35Q: 3 clusters Score -1.900321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174308 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19003220.000000 Penalty: 3923.930420
	Iteration 36Q: 3 clusters Score -1.900322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174311 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19003218.000000 Penalty: 3923.930420
	Iteration 37Q: 3 clusters Score -1.900322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174312 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19003228.000000 Penalty: 3923.930420
	Iteration 38Q: 3 clusters Score -1.900323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174313 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -19003220.000000 Penalty: 3923.930420
	Iteration 39Q: 3 clusters Score -1.900322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174314 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19003224.000000 Penalty: 3923.930420
	Iteration 40F: 3 clusters Score -1.900322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174317 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19003220.000000 Penalty: 3923.930420
	Iteration 41Q: 3 clusters Score -1.900322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174317 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19003234.000000 Penalty: 3923.930420
	Iteration 42Q: 3 clusters Score -1.900323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174317 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19003234.000000 Penalty: 3923.930420
	Iteration 43Q: 3 clusters Score -1.900323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174318 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -19003220.000000 Penalty: 3923.930420
	Iteration 44Q: 3 clusters Score -1.900322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174320 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -19003232.000000 Penalty: 3923.930420
	Iteration 45Q: 3 clusters Score -1.900323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -19003232.000000 Penalty: 3923.930420
	Iteration 46Q: 3 clusters Score -1.900323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174323 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -19003240.000000 Penalty: 3923.930420
	Iteration 47Q: 3 clusters Score -1.900324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174325 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19003234.000000 Penalty: 3923.930420
	Iteration 48Q: 3 clusters Score -1.900323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174325 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19003234.000000 Penalty: 3923.930420
	Iteration 49Q: 3 clusters Score -1.900323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174326 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19003226.000000 Penalty: 3923.930420
	Iteration 50Q: 3 clusters Score -1.900323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174327 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -19003226.000000 Penalty: 3923.930420
	Iteration 51Q: 3 clusters Score -1.900323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174327 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -19003226.000000 Penalty: 3923.930420
	Iteration 52F: 3 clusters Score -1.900323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (178882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178882 members 
Entering Unmasked Estep 
Score: -19374100.000000 Penalty: 1965.353271
	Iteration 0F: 2 clusters Score -1.93741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -19255558.000000 Penalty: 3930.706543
	Iteration 0F: 3 clusters Score -1.925556e+07 nChanged 86609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -19307038.000000 Penalty: 3930.706543
	Iteration 1F: 3 clusters Score -1.930704e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -19308246.000000 Penalty: 3930.706543
	Iteration 2Q: 3 clusters Score -1.930825e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -19309502.000000 Penalty: 3930.706543
	Iteration 3Q: 3 clusters Score -1.93095e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -19310972.000000 Penalty: 3930.706543
	Iteration 4Q: 3 clusters Score -1.931097e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -19312540.000000 Penalty: 3930.706543
	Iteration 5Q: 3 clusters Score -1.931254e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -19314804.000000 Penalty: 3930.706543
	Iteration 6Q: 3 clusters Score -1.93148e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 89118 members 
Entering Unmasked Estep 
Score: -19318258.000000 Penalty: 3930.706543
	Iteration 7Q: 3 clusters Score -1.931826e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89992 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -19323176.000000 Penalty: 3930.706543
	Iteration 8Q: 3 clusters Score -1.932318e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 88373 members 
Entering Unmasked Estep 
Score: -19330696.000000 Penalty: 3930.706543
	Iteration 9F: 3 clusters Score -1.93307e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -19338968.000000 Penalty: 3930.706543
	Iteration 10F: 3 clusters Score -1.933897e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -19345120.000000 Penalty: 3930.706543
	Iteration 11F: 3 clusters Score -1.934512e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -19347698.000000 Penalty: 3930.706543
	Iteration 12Q: 3 clusters Score -1.93477e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 85455 members 
Entering Unmasked Estep 
Score: -19348452.000000 Penalty: 3930.706543
	Iteration 13Q: 3 clusters Score -1.934845e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -19349026.000000 Penalty: 3930.706543
	Iteration 14Q: 3 clusters Score -1.934903e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94013 members 
Mstep: Class 2 contains 84869 members 
Entering Unmasked Estep 
Score: -19349600.000000 Penalty: 3930.706543
	Iteration 15Q: 3 clusters Score -1.93496e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -19350034.000000 Penalty: 3930.706543
	Iteration 16Q: 3 clusters Score -1.935003e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -19350628.000000 Penalty: 3930.706543
	Iteration 17Q: 3 clusters Score -1.935063e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -19351068.000000 Penalty: 3930.706543
	Iteration 18Q: 3 clusters Score -1.935107e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94518 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -19351382.000000 Penalty: 3930.706543
	Iteration 19Q: 3 clusters Score -1.935138e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94571 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -19351848.000000 Penalty: 3930.706543
	Iteration 20F: 3 clusters Score -1.935185e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -19352224.000000 Penalty: 3930.706543
	Iteration 21Q: 3 clusters Score -1.935222e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -19352510.000000 Penalty: 3930.706543
	Iteration 22Q: 3 clusters Score -1.935251e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 84395 members 
Entering Unmasked Estep 
Score: -19352764.000000 Penalty: 3930.706543
	Iteration 23Q: 3 clusters Score -1.935276e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -19353056.000000 Penalty: 3930.706543
	Iteration 24Q: 3 clusters Score -1.935306e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -19353206.000000 Penalty: 3930.706543
	Iteration 25Q: 3 clusters Score -1.935321e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -19353432.000000 Penalty: 3930.706543
	Iteration 26Q: 3 clusters Score -1.935343e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -19353470.000000 Penalty: 3930.706543
	Iteration 27Q: 3 clusters Score -1.935347e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -19353676.000000 Penalty: 3930.706543
	Iteration 28Q: 3 clusters Score -1.935368e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92708 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -19353768.000000 Penalty: 3930.706543
	Iteration 29Q: 3 clusters Score -1.935377e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -19353758.000000 Penalty: 3930.706543
	Iteration 30Q: 3 clusters Score -1.935376e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -19353902.000000 Penalty: 3930.706543
	Iteration 31Q: 3 clusters Score -1.93539e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91254 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -19353974.000000 Penalty: 3930.706543
	Iteration 32Q: 3 clusters Score -1.935397e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -19354028.000000 Penalty: 3930.706543
	Iteration 33Q: 3 clusters Score -1.935403e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -19354044.000000 Penalty: 3930.706543
	Iteration 34Q: 3 clusters Score -1.935404e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -19354016.000000 Penalty: 3930.706543
	Iteration 35Q: 3 clusters Score -1.935402e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -19353946.000000 Penalty: 3930.706543
	Iteration 36Q: 3 clusters Score -1.935395e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 90902 members 
Entering Unmasked Estep 
Score: -19354042.000000 Penalty: 3930.706543
	Iteration 37Q: 3 clusters Score -1.935404e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -19354138.000000 Penalty: 3930.706543
	Iteration 38Q: 3 clusters Score -1.935414e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 92487 members 
Entering Unmasked Estep 
Score: -19354196.000000 Penalty: 3930.706543
	Iteration 39Q: 3 clusters Score -1.93542e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -19354254.000000 Penalty: 3930.706543
	Iteration 40F: 3 clusters Score -1.935425e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -19354322.000000 Penalty: 3930.706543
	Iteration 41Q: 3 clusters Score -1.935432e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -19354448.000000 Penalty: 3930.706543
	Iteration 42Q: 3 clusters Score -1.935445e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 95972 members 
Entering Unmasked Estep 
Score: -19354452.000000 Penalty: 3930.706543
	Iteration 43Q: 3 clusters Score -1.935445e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -19354516.000000 Penalty: 3930.706543
	Iteration 44Q: 3 clusters Score -1.935452e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -19354620.000000 Penalty: 3930.706543
	Iteration 45Q: 3 clusters Score -1.935462e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -19354804.000000 Penalty: 3930.706543
	Iteration 46Q: 3 clusters Score -1.93548e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 99892 members 
Entering Unmasked Estep 
Score: -19354864.000000 Penalty: 3930.706543
	Iteration 47Q: 3 clusters Score -1.935486e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 100993 members 
Entering Unmasked Estep 
Score: -19355062.000000 Penalty: 3930.706543
	Iteration 48Q: 3 clusters Score -1.935506e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -19355162.000000 Penalty: 3930.706543
	Iteration 49Q: 3 clusters Score -1.935516e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -19355264.000000 Penalty: 3930.706543
	Iteration 50Q: 3 clusters Score -1.935526e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -19355306.000000 Penalty: 3930.706543
	Iteration 51Q: 3 clusters Score -1.935531e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -19355526.000000 Penalty: 3930.706543
	Iteration 52Q: 3 clusters Score -1.935553e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -19355752.000000 Penalty: 3930.706543
	Iteration 53Q: 3 clusters Score -1.935575e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -19355924.000000 Penalty: 3930.706543
	Iteration 54Q: 3 clusters Score -1.935592e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 110084 members 
Entering Unmasked Estep 
Score: -19356104.000000 Penalty: 3930.706543
	Iteration 55Q: 3 clusters Score -1.93561e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 111594 members 
Entering Unmasked Estep 
Score: -19356220.000000 Penalty: 3930.706543
	Iteration 56Q: 3 clusters Score -1.935622e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -19356500.000000 Penalty: 3930.706543
	Iteration 57Q: 3 clusters Score -1.93565e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -19356778.000000 Penalty: 3930.706543
	Iteration 58Q: 3 clusters Score -1.935678e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -19357034.000000 Penalty: 3930.706543
	Iteration 59Q: 3 clusters Score -1.935703e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -19357286.000000 Penalty: 3930.706543
	Iteration 60F: 3 clusters Score -1.935729e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 119497 members 
Entering Unmasked Estep 
Score: -19357546.000000 Penalty: 3930.706543
	Iteration 61Q: 3 clusters Score -1.935755e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 121109 members 
Entering Unmasked Estep 
Score: -19357702.000000 Penalty: 3930.706543
	Iteration 62Q: 3 clusters Score -1.93577e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 122718 members 
Entering Unmasked Estep 
Score: -19357970.000000 Penalty: 3930.706543
	Iteration 63Q: 3 clusters Score -1.935797e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -19358156.000000 Penalty: 3930.706543
	Iteration 64Q: 3 clusters Score -1.935816e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -19358388.000000 Penalty: 3930.706543
	Iteration 65Q: 3 clusters Score -1.935839e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -19358544.000000 Penalty: 3930.706543
	Iteration 66Q: 3 clusters Score -1.935854e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 129403 members 
Entering Unmasked Estep 
Score: -19358704.000000 Penalty: 3930.706543
	Iteration 67Q: 3 clusters Score -1.93587e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -19358992.000000 Penalty: 3930.706543
	Iteration 68Q: 3 clusters Score -1.935899e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -19359248.000000 Penalty: 3930.706543
	Iteration 69Q: 3 clusters Score -1.935925e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -19359586.000000 Penalty: 3930.706543
	Iteration 70Q: 3 clusters Score -1.935959e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 136622 members 
Entering Unmasked Estep 
Score: -19359828.000000 Penalty: 3930.706543
	Iteration 71Q: 3 clusters Score -1.935983e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 138451 members 
Entering Unmasked Estep 
Score: -19360168.000000 Penalty: 3930.706543
	Iteration 72Q: 3 clusters Score -1.936017e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 140349 members 
Entering Unmasked Estep 
Score: -19360572.000000 Penalty: 3930.706543
	Iteration 73Q: 3 clusters Score -1.936057e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 142336 members 
Entering Unmasked Estep 
Score: -19360906.000000 Penalty: 3930.706543
	Iteration 74Q: 3 clusters Score -1.936091e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 144393 members 
Entering Unmasked Estep 
Score: -19361298.000000 Penalty: 3930.706543
	Iteration 75Q: 3 clusters Score -1.93613e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 146460 members 
Entering Unmasked Estep 
Score: -19361694.000000 Penalty: 3930.706543
	Iteration 76Q: 3 clusters Score -1.936169e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 148436 members 
Entering Unmasked Estep 
Score: -19362072.000000 Penalty: 3930.706543
	Iteration 77Q: 3 clusters Score -1.936207e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 150426 members 
Entering Unmasked Estep 
Score: -19362476.000000 Penalty: 3930.706543
	Iteration 78Q: 3 clusters Score -1.936248e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -19362830.000000 Penalty: 3930.706543
	Iteration 79Q: 3 clusters Score -1.936283e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 154359 members 
Entering Unmasked Estep 
Score: -19363216.000000 Penalty: 3930.706543
	Iteration 80F: 3 clusters Score -1.936322e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -19363690.000000 Penalty: 3930.706543
	Iteration 81Q: 3 clusters Score -1.936369e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 158563 members 
Entering Unmasked Estep 
Score: -19364142.000000 Penalty: 3930.706543
	Iteration 82Q: 3 clusters Score -1.936414e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 160719 members 
Entering Unmasked Estep 
Score: -19364606.000000 Penalty: 3930.706543
	Iteration 83Q: 3 clusters Score -1.936461e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 162961 members 
Entering Unmasked Estep 
Score: -19365344.000000 Penalty: 3930.706543
	Iteration 84Q: 3 clusters Score -1.936534e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 165203 members 
Entering Unmasked Estep 
Score: -19366380.000000 Penalty: 3930.706543
	Iteration 85Q: 3 clusters Score -1.936638e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 167321 members 
Entering Unmasked Estep 
Score: -19367366.000000 Penalty: 3930.706543
	Iteration 86Q: 3 clusters Score -1.936737e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 169275 members 
Entering Unmasked Estep 
Score: -19368414.000000 Penalty: 3930.706543
	Iteration 87Q: 3 clusters Score -1.936841e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -19369220.000000 Penalty: 3930.706543
	Iteration 88Q: 3 clusters Score -1.936922e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 172536 members 
Entering Unmasked Estep 
Score: -19369896.000000 Penalty: 3930.706543
	Iteration 89Q: 3 clusters Score -1.93699e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 173726 members 
Entering Unmasked Estep 
Score: -19370418.000000 Penalty: 3930.706543
	Iteration 90Q: 3 clusters Score -1.937042e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 174685 members 
Entering Unmasked Estep 
Score: -19370894.000000 Penalty: 3930.706543
	Iteration 91Q: 3 clusters Score -1.937089e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 175475 members 
Entering Unmasked Estep 
Score: -19371256.000000 Penalty: 3930.706543
	Iteration 92Q: 3 clusters Score -1.937126e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 176103 members 
Entering Unmasked Estep 
Score: -19371566.000000 Penalty: 3930.706543
	Iteration 93Q: 3 clusters Score -1.937157e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 176580 members 
Entering Unmasked Estep 
Score: -19371720.000000 Penalty: 3930.706543
	Iteration 94Q: 3 clusters Score -1.937172e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 176940 members 
Entering Unmasked Estep 
Score: -19371892.000000 Penalty: 3930.706543
	Iteration 95Q: 3 clusters Score -1.937189e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 177218 members 
Entering Unmasked Estep 
Score: -19372004.000000 Penalty: 3930.706543
	Iteration 96Q: 3 clusters Score -1.9372e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 177421 members 
Entering Unmasked Estep 
Score: -19372060.000000 Penalty: 3930.706543
	Iteration 97Q: 3 clusters Score -1.937206e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 177590 members 
Entering Unmasked Estep 
Score: -19372134.000000 Penalty: 3930.706543
	Iteration 98Q: 3 clusters Score -1.937213e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 177708 members 
Entering Unmasked Estep 
Score: -19372192.000000 Penalty: 3930.706543
	Iteration 99Q: 3 clusters Score -1.937219e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 177791 members 
Entering Unmasked Estep 
Score: -19372256.000000 Penalty: 3930.706543
	Iteration 100F: 3 clusters Score -1.937226e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 177867 members 
Entering Unmasked Estep 
Score: -19372292.000000 Penalty: 3930.706543
	Iteration 101Q: 3 clusters Score -1.937229e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 177917 members 
Entering Unmasked Estep 
Score: -19372296.000000 Penalty: 3930.706543
	Iteration 102Q: 3 clusters Score -1.93723e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 177953 members 
Entering Unmasked Estep 
Score: -19372308.000000 Penalty: 3930.706543
	Iteration 103Q: 3 clusters Score -1.937231e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 177985 members 
Entering Unmasked Estep 
Score: -19372312.000000 Penalty: 3930.706543
	Iteration 104Q: 3 clusters Score -1.937231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 178007 members 
Entering Unmasked Estep 
Score: -19372340.000000 Penalty: 3930.706543
	Iteration 105Q: 3 clusters Score -1.937234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 178025 members 
Entering Unmasked Estep 
Score: -19372354.000000 Penalty: 3930.706543
	Iteration 106Q: 3 clusters Score -1.937235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 178047 members 
Entering Unmasked Estep 
Score: -19372368.000000 Penalty: 3930.706543
	Iteration 107Q: 3 clusters Score -1.937237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 178059 members 
Entering Unmasked Estep 
Score: -19372392.000000 Penalty: 3930.706543
	Iteration 108Q: 3 clusters Score -1.937239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 178073 members 
Entering Unmasked Estep 
Score: -19372400.000000 Penalty: 3930.706543
	Iteration 109Q: 3 clusters Score -1.93724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 178092 members 
Entering Unmasked Estep 
Score: -19372388.000000 Penalty: 3930.706543
	Iteration 110Q: 3 clusters Score -1.937239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 178115 members 
Entering Unmasked Estep 
Score: -19372394.000000 Penalty: 3930.706543
	Iteration 111Q: 3 clusters Score -1.937239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -19372410.000000 Penalty: 3930.706543
	Iteration 112Q: 3 clusters Score -1.937241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 178150 members 
Entering Unmasked Estep 
Score: -19372434.000000 Penalty: 3930.706543
	Iteration 113Q: 3 clusters Score -1.937243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 178165 members 
Entering Unmasked Estep 
Score: -19372424.000000 Penalty: 3930.706543
	Iteration 114Q: 3 clusters Score -1.937242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 178176 members 
Entering Unmasked Estep 
Score: -19372428.000000 Penalty: 3930.706543
	Iteration 115Q: 3 clusters Score -1.937243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 178182 members 
Entering Unmasked Estep 
Score: -19372450.000000 Penalty: 3930.706543
	Iteration 116Q: 3 clusters Score -1.937245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 178190 members 
Entering Unmasked Estep 
Score: -19372460.000000 Penalty: 3930.706543
	Iteration 117Q: 3 clusters Score -1.937246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 178199 members 
Entering Unmasked Estep 
Score: -19372460.000000 Penalty: 3930.706543
	Iteration 118Q: 3 clusters Score -1.937246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 178201 members 
Entering Unmasked Estep 
Score: -19372482.000000 Penalty: 3930.706543
	Iteration 119Q: 3 clusters Score -1.937248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 178206 members 
Entering Unmasked Estep 
Score: -19372488.000000 Penalty: 3930.706543
	Iteration 120F: 3 clusters Score -1.937249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 178212 members 
Entering Unmasked Estep 
Score: -19372490.000000 Penalty: 3930.706543
	Iteration 121Q: 3 clusters Score -1.937249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 178216 members 
Entering Unmasked Estep 
Score: -19372492.000000 Penalty: 3930.706543
	Iteration 122Q: 3 clusters Score -1.937249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 178219 members 
Entering Unmasked Estep 
Score: -19372480.000000 Penalty: 3930.706543
	Iteration 123Q: 3 clusters Score -1.937248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 178221 members 
Entering Unmasked Estep 
Score: -19372488.000000 Penalty: 3930.706543
	Iteration 124Q: 3 clusters Score -1.937249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 178225 members 
Entering Unmasked Estep 
Score: -19372484.000000 Penalty: 3930.706543
	Iteration 125Q: 3 clusters Score -1.937248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 178227 members 
Entering Unmasked Estep 
Score: -19372472.000000 Penalty: 3930.706543
	Iteration 126Q: 3 clusters Score -1.937247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 178227 members 
Entering Unmasked Estep 
Score: -19372486.000000 Penalty: 3930.706543
	Iteration 127Q: 3 clusters Score -1.937249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 178225 members 
Entering Unmasked Estep 
Score: -19372496.000000 Penalty: 3930.706543
	Iteration 128Q: 3 clusters Score -1.93725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 178227 members 
Entering Unmasked Estep 
Score: -19372494.000000 Penalty: 3930.706543
	Iteration 129Q: 3 clusters Score -1.937249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 178231 members 
Entering Unmasked Estep 
Score: -19372494.000000 Penalty: 3930.706543
	Iteration 130Q: 3 clusters Score -1.937249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 178233 members 
Entering Unmasked Estep 
Score: -19372498.000000 Penalty: 3930.706543
	Iteration 131Q: 3 clusters Score -1.93725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 178236 members 
Entering Unmasked Estep 
Score: -19372500.000000 Penalty: 3930.706543
	Iteration 132Q: 3 clusters Score -1.93725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 178239 members 
Entering Unmasked Estep 
Score: -19372494.000000 Penalty: 3930.706543
	Iteration 133Q: 3 clusters Score -1.937249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 178241 members 
Entering Unmasked Estep 
Score: -19372498.000000 Penalty: 3930.706543
	Iteration 134Q: 3 clusters Score -1.93725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 178241 members 
Entering Unmasked Estep 
Score: -19372506.000000 Penalty: 3930.706543
	Iteration 135Q: 3 clusters Score -1.937251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 178240 members 
Entering Unmasked Estep 
Score: -19372500.000000 Penalty: 3930.706543
	Iteration 136Q: 3 clusters Score -1.93725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 178239 members 
Entering Unmasked Estep 
Score: -19372500.000000 Penalty: 3930.706543
	Iteration 137Q: 3 clusters Score -1.93725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 178239 members 
Entering Unmasked Estep 
Score: -19372500.000000 Penalty: 3930.706543
	Iteration 138F: 3 clusters Score -1.93725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Entering Unmasked Estep 
Score: -3535640.000000 Penalty: 1686.543335
	Iteration 0F: 2 clusters Score -3535640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3513984.000000 Penalty: 3373.086670
	Iteration 0F: 3 clusters Score -3513984 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3522445.250000 Penalty: 3373.086670
	Iteration 1F: 3 clusters Score -3522445 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3523167.000000 Penalty: 3373.086670
	Iteration 2F: 3 clusters Score -3523167 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3524207.250000 Penalty: 3373.086670
	Iteration 3F: 3 clusters Score -3524207 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3525709.250000 Penalty: 3373.086670
	Iteration 4F: 3 clusters Score -3525709 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3527730.500000 Penalty: 3373.086670
	Iteration 5F: 3 clusters Score -3527730 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3529968.750000 Penalty: 3373.086670
	Iteration 6F: 3 clusters Score -3529969 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3531733.500000 Penalty: 3373.086670
	Iteration 7F: 3 clusters Score -3531734 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3532890.750000 Penalty: 3373.086670
	Iteration 8Q: 3 clusters Score -3532891 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3533518.750000 Penalty: 3373.086670
	Iteration 9Q: 3 clusters Score -3533519 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3533806.750000 Penalty: 3373.086670
	Iteration 10Q: 3 clusters Score -3533807 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3533966.500000 Penalty: 3373.086670
	Iteration 11Q: 3 clusters Score -3533966 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3534087.500000 Penalty: 3373.086670
	Iteration 12Q: 3 clusters Score -3534088 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3534169.250000 Penalty: 3373.086670
	Iteration 13Q: 3 clusters Score -3534169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3534208.750000 Penalty: 3373.086670
	Iteration 14Q: 3 clusters Score -3534209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3534227.500000 Penalty: 3373.086670
	Iteration 15Q: 3 clusters Score -3534228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3534245.250000 Penalty: 3373.086670
	Iteration 16Q: 3 clusters Score -3534245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3534256.250000 Penalty: 3373.086670
	Iteration 17Q: 3 clusters Score -3534256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3534273.750000 Penalty: 3373.086670
	Iteration 18Q: 3 clusters Score -3534274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3534283.250000 Penalty: 3373.086670
	Iteration 19Q: 3 clusters Score -3534283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3534296.500000 Penalty: 3373.086670
	Iteration 20F: 3 clusters Score -3534296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3534301.500000 Penalty: 3373.086670
	Iteration 21Q: 3 clusters Score -3534302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3534307.500000 Penalty: 3373.086670
	Iteration 22Q: 3 clusters Score -3534308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3534311.500000 Penalty: 3373.086670
	Iteration 23Q: 3 clusters Score -3534312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3534310.500000 Penalty: 3373.086670
	Iteration 24Q: 3 clusters Score -3534310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3534315.500000 Penalty: 3373.086670
	Iteration 25Q: 3 clusters Score -3534316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3534317.250000 Penalty: 3373.086670
	Iteration 26Q: 3 clusters Score -3534317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3534320.000000 Penalty: 3373.086670
	Iteration 27Q: 3 clusters Score -3534320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3534323.250000 Penalty: 3373.086670
	Iteration 28Q: 3 clusters Score -3534323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3534326.750000 Penalty: 3373.086670
	Iteration 29Q: 3 clusters Score -3534327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3534330.000000 Penalty: 3373.086670
	Iteration 30Q: 3 clusters Score -3534330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3534328.750000 Penalty: 3373.086670
	Iteration 31Q: 3 clusters Score -3534329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3534328.000000 Penalty: 3373.086670
	Iteration 32Q: 3 clusters Score -3534328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3534328.000000 Penalty: 3373.086670
	Iteration 33F: 3 clusters Score -3534328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -495197.968750 Penalty: 1366.343994
	Iteration 0F: 2 clusters Score -495198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -491513.312500 Penalty: 2732.687988
	Iteration 0F: 3 clusters Score -491513.3 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -492476.093750 Penalty: 2732.687988
	Iteration 1F: 3 clusters Score -492476.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -492625.156250 Penalty: 2732.687988
	Iteration 2F: 3 clusters Score -492625.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -492720.750000 Penalty: 2732.687988
	Iteration 3Q: 3 clusters Score -492720.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -492786.593750 Penalty: 2732.687988
	Iteration 4Q: 3 clusters Score -492786.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -492841.343750 Penalty: 2732.687988
	Iteration 5Q: 3 clusters Score -492841.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -492891.343750 Penalty: 2732.687988
	Iteration 6Q: 3 clusters Score -492891.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -492934.062500 Penalty: 2732.687988
	Iteration 7Q: 3 clusters Score -492934.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -492965.750000 Penalty: 2732.687988
	Iteration 8Q: 3 clusters Score -492965.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -492993.375000 Penalty: 2732.687988
	Iteration 9Q: 3 clusters Score -492993.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -493015.593750 Penalty: 2732.687988
	Iteration 10Q: 3 clusters Score -493015.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -493042.062500 Penalty: 2732.687988
	Iteration 11Q: 3 clusters Score -493042.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -493065.843750 Penalty: 2732.687988
	Iteration 12Q: 3 clusters Score -493065.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -493085.781250 Penalty: 2732.687988
	Iteration 13Q: 3 clusters Score -493085.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -493102.906250 Penalty: 2732.687988
	Iteration 14Q: 3 clusters Score -493102.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -493114.468750 Penalty: 2732.687988
	Iteration 15Q: 3 clusters Score -493114.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -493135.000000 Penalty: 2732.687988
	Iteration 16Q: 3 clusters Score -493135 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -493156.218750 Penalty: 2732.687988
	Iteration 17Q: 3 clusters Score -493156.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -493180.281250 Penalty: 2732.687988
	Iteration 18Q: 3 clusters Score -493180.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -493204.718750 Penalty: 2732.687988
	Iteration 19Q: 3 clusters Score -493204.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -493234.125000 Penalty: 2732.687988
	Iteration 20F: 3 clusters Score -493234.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -493269.000000 Penalty: 2732.687988
	Iteration 21Q: 3 clusters Score -493269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -493302.937500 Penalty: 2732.687988
	Iteration 22Q: 3 clusters Score -493302.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -493335.437500 Penalty: 2732.687988
	Iteration 23Q: 3 clusters Score -493335.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -493365.031250 Penalty: 2732.687988
	Iteration 24Q: 3 clusters Score -493365 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -493403.312500 Penalty: 2732.687988
	Iteration 25Q: 3 clusters Score -493403.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -493439.906250 Penalty: 2732.687988
	Iteration 26Q: 3 clusters Score -493439.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -493481.250000 Penalty: 2732.687988
	Iteration 27Q: 3 clusters Score -493481.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -493529.250000 Penalty: 2732.687988
	Iteration 28Q: 3 clusters Score -493529.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -493563.093750 Penalty: 2732.687988
	Iteration 29Q: 3 clusters Score -493563.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -493599.312500 Penalty: 2732.687988
	Iteration 30Q: 3 clusters Score -493599.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -493633.906250 Penalty: 2732.687988
	Iteration 31Q: 3 clusters Score -493633.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -493664.093750 Penalty: 2732.687988
	Iteration 32Q: 3 clusters Score -493664.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -493692.031250 Penalty: 2732.687988
	Iteration 33Q: 3 clusters Score -493692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -493715.312500 Penalty: 2732.687988
	Iteration 34Q: 3 clusters Score -493715.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -493735.375000 Penalty: 2732.687988
	Iteration 35Q: 3 clusters Score -493735.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -493749.781250 Penalty: 2732.687988
	Iteration 36Q: 3 clusters Score -493749.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -493766.968750 Penalty: 2732.687988
	Iteration 37Q: 3 clusters Score -493767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -493775.937500 Penalty: 2732.687988
	Iteration 38Q: 3 clusters Score -493775.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -493784.375000 Penalty: 2732.687988
	Iteration 39Q: 3 clusters Score -493784.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -493792.718750 Penalty: 2732.687988
	Iteration 40F: 3 clusters Score -493792.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -493799.281250 Penalty: 2732.687988
	Iteration 41Q: 3 clusters Score -493799.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -493805.906250 Penalty: 2732.687988
	Iteration 42Q: 3 clusters Score -493805.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -493811.687500 Penalty: 2732.687988
	Iteration 43Q: 3 clusters Score -493811.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -493819.093750 Penalty: 2732.687988
	Iteration 44Q: 3 clusters Score -493819.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -493824.281250 Penalty: 2732.687988
	Iteration 45Q: 3 clusters Score -493824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -493826.906250 Penalty: 2732.687988
	Iteration 46Q: 3 clusters Score -493826.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -493836.593750 Penalty: 2732.687988
	Iteration 47Q: 3 clusters Score -493836.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -493843.750000 Penalty: 2732.687988
	Iteration 48Q: 3 clusters Score -493843.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -493852.187500 Penalty: 2732.687988
	Iteration 49Q: 3 clusters Score -493852.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -493860.906250 Penalty: 2732.687988
	Iteration 50Q: 3 clusters Score -493860.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -493867.218750 Penalty: 2732.687988
	Iteration 51Q: 3 clusters Score -493867.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -493873.125000 Penalty: 2732.687988
	Iteration 52Q: 3 clusters Score -493873.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -493880.906250 Penalty: 2732.687988
	Iteration 53Q: 3 clusters Score -493880.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -493887.031250 Penalty: 2732.687988
	Iteration 54Q: 3 clusters Score -493887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -493890.687500 Penalty: 2732.687988
	Iteration 55Q: 3 clusters Score -493890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -493894.468750 Penalty: 2732.687988
	Iteration 56Q: 3 clusters Score -493894.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -493899.031250 Penalty: 2732.687988
	Iteration 57Q: 3 clusters Score -493899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -493904.718750 Penalty: 2732.687988
	Iteration 58Q: 3 clusters Score -493904.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -493909.093750 Penalty: 2732.687988
	Iteration 59Q: 3 clusters Score -493909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -493914.062500 Penalty: 2732.687988
	Iteration 60F: 3 clusters Score -493914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -493917.968750 Penalty: 2732.687988
	Iteration 61Q: 3 clusters Score -493918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -493923.281250 Penalty: 2732.687988
	Iteration 62Q: 3 clusters Score -493923.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -493928.968750 Penalty: 2732.687988
	Iteration 63Q: 3 clusters Score -493929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -493935.843750 Penalty: 2732.687988
	Iteration 64Q: 3 clusters Score -493935.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -493937.500000 Penalty: 2732.687988
	Iteration 65Q: 3 clusters Score -493937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -493938.656250 Penalty: 2732.687988
	Iteration 66Q: 3 clusters Score -493938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -493942.125000 Penalty: 2732.687988
	Iteration 67Q: 3 clusters Score -493942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -493945.468750 Penalty: 2732.687988
	Iteration 68Q: 3 clusters Score -493945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -493947.125000 Penalty: 2732.687988
	Iteration 69Q: 3 clusters Score -493947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -493947.125000 Penalty: 2732.687988
	Iteration 70F: 3 clusters Score -493947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Entering Unmasked Estep 
Score: -4843032.000000 Penalty: 1737.750977
	Iteration 0F: 2 clusters Score -4843032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -4813567.000000 Penalty: 3475.501953
	Iteration 0F: 3 clusters Score -4813567 nChanged 20528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4825363.500000 Penalty: 3475.501953
	Iteration 1F: 3 clusters Score -4825364 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4825961.500000 Penalty: 3475.501953
	Iteration 2Q: 3 clusters Score -4825962 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4826728.000000 Penalty: 3475.501953
	Iteration 3Q: 3 clusters Score -4826728 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4827812.500000 Penalty: 3475.501953
	Iteration 4Q: 3 clusters Score -4827812 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4829435.500000 Penalty: 3475.501953
	Iteration 5F: 3 clusters Score -4829436 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4831459.500000 Penalty: 3475.501953
	Iteration 6F: 3 clusters Score -4831460 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -4833657.000000 Penalty: 3475.501953
	Iteration 7F: 3 clusters Score -4833657 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4835411.500000 Penalty: 3475.501953
	Iteration 8F: 3 clusters Score -4835412 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -4836599.000000 Penalty: 3475.501953
	Iteration 9Q: 3 clusters Score -4836599 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -4837336.000000 Penalty: 3475.501953
	Iteration 10Q: 3 clusters Score -4837336 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -4837865.500000 Penalty: 3475.501953
	Iteration 11Q: 3 clusters Score -4837866 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -4838304.000000 Penalty: 3475.501953
	Iteration 12Q: 3 clusters Score -4838304 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -4838656.000000 Penalty: 3475.501953
	Iteration 13Q: 3 clusters Score -4838656 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -4839036.500000 Penalty: 3475.501953
	Iteration 14Q: 3 clusters Score -4839036 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -4839376.500000 Penalty: 3475.501953
	Iteration 15Q: 3 clusters Score -4839376 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4839738.000000 Penalty: 3475.501953
	Iteration 16Q: 3 clusters Score -4839738 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4840052.500000 Penalty: 3475.501953
	Iteration 17Q: 3 clusters Score -4840052 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4840321.000000 Penalty: 3475.501953
	Iteration 18Q: 3 clusters Score -4840321 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4840550.000000 Penalty: 3475.501953
	Iteration 19Q: 3 clusters Score -4840550 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4840746.500000 Penalty: 3475.501953
	Iteration 20F: 3 clusters Score -4840746 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4840929.500000 Penalty: 3475.501953
	Iteration 21Q: 3 clusters Score -4840930 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4841093.500000 Penalty: 3475.501953
	Iteration 22Q: 3 clusters Score -4841094 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4841190.500000 Penalty: 3475.501953
	Iteration 23Q: 3 clusters Score -4841190 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4841267.000000 Penalty: 3475.501953
	Iteration 24Q: 3 clusters Score -4841267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4841327.500000 Penalty: 3475.501953
	Iteration 25Q: 3 clusters Score -4841328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4841387.000000 Penalty: 3475.501953
	Iteration 26Q: 3 clusters Score -4841387 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4841432.500000 Penalty: 3475.501953
	Iteration 27Q: 3 clusters Score -4841432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4841456.500000 Penalty: 3475.501953
	Iteration 28Q: 3 clusters Score -4841456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4841494.000000 Penalty: 3475.501953
	Iteration 29Q: 3 clusters Score -4841494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4841530.500000 Penalty: 3475.501953
	Iteration 30Q: 3 clusters Score -4841530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4841539.500000 Penalty: 3475.501953
	Iteration 31Q: 3 clusters Score -4841540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4841560.000000 Penalty: 3475.501953
	Iteration 32Q: 3 clusters Score -4841560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4841574.500000 Penalty: 3475.501953
	Iteration 33Q: 3 clusters Score -4841574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4841586.000000 Penalty: 3475.501953
	Iteration 34Q: 3 clusters Score -4841586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4841600.500000 Penalty: 3475.501953
	Iteration 35Q: 3 clusters Score -4841600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4841612.000000 Penalty: 3475.501953
	Iteration 36Q: 3 clusters Score -4841612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4841619.000000 Penalty: 3475.501953
	Iteration 37Q: 3 clusters Score -4841619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4841632.000000 Penalty: 3475.501953
	Iteration 38Q: 3 clusters Score -4841632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4841647.500000 Penalty: 3475.501953
	Iteration 39Q: 3 clusters Score -4841648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4841660.000000 Penalty: 3475.501953
	Iteration 40F: 3 clusters Score -4841660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4841676.000000 Penalty: 3475.501953
	Iteration 41Q: 3 clusters Score -4841676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4841681.000000 Penalty: 3475.501953
	Iteration 42Q: 3 clusters Score -4841681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4841681.500000 Penalty: 3475.501953
	Iteration 43Q: 3 clusters Score -4841682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4841681.000000 Penalty: 3475.501953
	Iteration 44Q: 3 clusters Score -4841681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4841688.500000 Penalty: 3475.501953
	Iteration 45Q: 3 clusters Score -4841688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4841689.000000 Penalty: 3475.501953
	Iteration 46Q: 3 clusters Score -4841689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4841692.000000 Penalty: 3475.501953
	Iteration 47Q: 3 clusters Score -4841692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4841692.000000 Penalty: 3475.501953
	Iteration 48F: 3 clusters Score -4841692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49130 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174151 members 
Mstep: Class 11 contains 104849 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65966 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 42263 members 
Mstep: Class 19 contains 175191 members 
Mstep: Class 20 contains 178882 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4484 members 
Mstep: Class 23 contains 44084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844424.000000 Penalty: 33373.367188
Iteration 279Q: 16 clusters Score -9.384442e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49126 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174179 members 
Mstep: Class 11 contains 104790 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65975 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 42265 members 
Mstep: Class 19 contains 175182 members 
Mstep: Class 20 contains 178906 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 44091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844376.000000 Penalty: 33373.367188
Iteration 280F: 16 clusters Score -9.384438e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49121 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174209 members 
Mstep: Class 11 contains 104740 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65976 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 42266 members 
Mstep: Class 19 contains 175180 members 
Mstep: Class 20 contains 178927 members 
Mstep: Class 21 contains 32171 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 44091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844416.000000 Penalty: 33373.367188
Iteration 281Q: 16 clusters Score -9.384442e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49118 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174230 members 
Mstep: Class 11 contains 104705 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65983 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 42269 members 
Mstep: Class 19 contains 175169 members 
Mstep: Class 20 contains 178945 members 
Mstep: Class 21 contains 32172 members 
Mstep: Class 22 contains 4487 members 
Mstep: Class 23 contains 44087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844376.000000 Penalty: 33373.367188
Iteration 282Q: 16 clusters Score -9.384438e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49115 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174255 members 
Mstep: Class 11 contains 104662 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65985 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 42269 members 
Mstep: Class 19 contains 175158 members 
Mstep: Class 20 contains 178981 members 
Mstep: Class 21 contains 32169 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 44082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844312.000000 Penalty: 33373.367188
Iteration 283Q: 16 clusters Score -9.384431e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49104 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174273 members 
Mstep: Class 11 contains 104634 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 65992 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 42270 members 
Mstep: Class 19 contains 175150 members 
Mstep: Class 20 contains 179004 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4484 members 
Mstep: Class 23 contains 44083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844368.000000 Penalty: 33373.367188
Iteration 284Q: 16 clusters Score -9.384437e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49098 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174280 members 
Mstep: Class 11 contains 104604 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 66000 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 42272 members 
Mstep: Class 19 contains 175149 members 
Mstep: Class 20 contains 179033 members 
Mstep: Class 21 contains 32163 members 
Mstep: Class 22 contains 4483 members 
Mstep: Class 23 contains 44080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844320.000000 Penalty: 33373.367188
Iteration 285Q: 16 clusters Score -9.384432e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 6 contains 49090 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174308 members 
Mstep: Class 11 contains 104576 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 66010 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42274 members 
Mstep: Class 19 contains 175139 members 
Mstep: Class 20 contains 179045 members 
Mstep: Class 21 contains 32162 members 
Mstep: Class 22 contains 4481 members 
Mstep: Class 23 contains 44077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844368.000000 Penalty: 33373.367188
Iteration 286Q: 16 clusters Score -9.384437e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49085 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174337 members 
Mstep: Class 11 contains 104544 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 66025 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42270 members 
Mstep: Class 19 contains 175131 members 
Mstep: Class 20 contains 179057 members 
Mstep: Class 21 contains 32159 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 44075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844384.000000 Penalty: 33373.367188
Iteration 287Q: 16 clusters Score -9.384438e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 6 contains 49086 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174369 members 
Mstep: Class 11 contains 104504 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 66037 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42273 members 
Mstep: Class 19 contains 175109 members 
Mstep: Class 20 contains 179068 members 
Mstep: Class 21 contains 32161 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 44077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844392.000000 Penalty: 33373.367188
Iteration 288Q: 16 clusters Score -9.384439e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49084 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174401 members 
Mstep: Class 11 contains 104472 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 66050 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42278 members 
Mstep: Class 19 contains 175090 members 
Mstep: Class 20 contains 179076 members 
Mstep: Class 21 contains 32158 members 
Mstep: Class 22 contains 4476 members 
Mstep: Class 23 contains 44078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844384.000000 Penalty: 33373.367188
Iteration 289Q: 16 clusters Score -9.384438e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49078 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174425 members 
Mstep: Class 11 contains 104439 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 66055 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42280 members 
Mstep: Class 19 contains 175082 members 
Mstep: Class 20 contains 179088 members 
Mstep: Class 21 contains 32156 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 44082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844312.000000 Penalty: 33373.367188
Iteration 290Q: 16 clusters Score -9.384431e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49071 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174449 members 
Mstep: Class 11 contains 104404 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 66065 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42279 members 
Mstep: Class 19 contains 175074 members 
Mstep: Class 20 contains 179102 members 
Mstep: Class 21 contains 32158 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 44083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844312.000000 Penalty: 33373.367188
Iteration 291Q: 16 clusters Score -9.384431e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49068 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174474 members 
Mstep: Class 11 contains 104374 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66075 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42280 members 
Mstep: Class 19 contains 175077 members 
Mstep: Class 20 contains 179099 members 
Mstep: Class 21 contains 32152 members 
Mstep: Class 22 contains 4476 members 
Mstep: Class 23 contains 44087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844336.000000 Penalty: 33373.367188
Iteration 292Q: 16 clusters Score -9.384434e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49070 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174491 members 
Mstep: Class 11 contains 104340 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66086 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42282 members 
Mstep: Class 19 contains 175075 members 
Mstep: Class 20 contains 179102 members 
Mstep: Class 21 contains 32156 members 
Mstep: Class 22 contains 4473 members 
Mstep: Class 23 contains 44087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844296.000000 Penalty: 33373.367188
Iteration 293Q: 16 clusters Score -9.38443e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49063 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174514 members 
Mstep: Class 11 contains 104315 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66090 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42283 members 
Mstep: Class 19 contains 175059 members 
Mstep: Class 20 contains 179121 members 
Mstep: Class 21 contains 32158 members 
Mstep: Class 22 contains 4474 members 
Mstep: Class 23 contains 44085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844280.000000 Penalty: 33373.367188
Iteration 294Q: 16 clusters Score -9.384428e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49057 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174535 members 
Mstep: Class 11 contains 104292 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66094 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42286 members 
Mstep: Class 19 contains 175037 members 
Mstep: Class 20 contains 179142 members 
Mstep: Class 21 contains 32161 members 
Mstep: Class 22 contains 4471 members 
Mstep: Class 23 contains 44087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844224.000000 Penalty: 33373.367188
Iteration 295Q: 16 clusters Score -9.384422e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49055 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174552 members 
Mstep: Class 11 contains 104260 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66104 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42290 members 
Mstep: Class 19 contains 175032 members 
Mstep: Class 20 contains 179150 members 
Mstep: Class 21 contains 32161 members 
Mstep: Class 22 contains 4470 members 
Mstep: Class 23 contains 44088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844216.000000 Penalty: 33373.367188
Iteration 296Q: 16 clusters Score -9.384422e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49050 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174565 members 
Mstep: Class 11 contains 104244 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66106 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 19 contains 175036 members 
Mstep: Class 20 contains 179147 members 
Mstep: Class 21 contains 32165 members 
Mstep: Class 22 contains 4468 members 
Mstep: Class 23 contains 44090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844224.000000 Penalty: 33373.367188
Iteration 297Q: 16 clusters Score -9.384422e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49051 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174585 members 
Mstep: Class 11 contains 104229 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66108 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42293 members 
Mstep: Class 19 contains 175027 members 
Mstep: Class 20 contains 179148 members 
Mstep: Class 21 contains 32166 members 
Mstep: Class 22 contains 4468 members 
Mstep: Class 23 contains 44088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844296.000000 Penalty: 33373.367188
Iteration 298Q: 16 clusters Score -9.38443e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49045 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174593 members 
Mstep: Class 11 contains 104213 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66112 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42295 members 
Mstep: Class 19 contains 175027 members 
Mstep: Class 20 contains 179153 members 
Mstep: Class 21 contains 32167 members 
Mstep: Class 22 contains 4468 members 
Mstep: Class 23 contains 44090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844304.000000 Penalty: 33373.367188
Iteration 299Q: 16 clusters Score -9.38443e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49044 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174601 members 
Mstep: Class 11 contains 104194 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66112 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42297 members 
Mstep: Class 19 contains 175028 members 
Mstep: Class 20 contains 179160 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4468 members 
Mstep: Class 23 contains 44091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844256.000000 Penalty: 33373.367188
Iteration 300F: 16 clusters Score -9.384426e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49045 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174613 members 
Mstep: Class 11 contains 104167 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66114 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42298 members 
Mstep: Class 19 contains 175032 members 
Mstep: Class 20 contains 179165 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4466 members 
Mstep: Class 23 contains 44095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844256.000000 Penalty: 33373.367188
Iteration 301Q: 16 clusters Score -9.384426e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49042 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174631 members 
Mstep: Class 11 contains 104138 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66118 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42299 members 
Mstep: Class 19 contains 175044 members 
Mstep: Class 20 contains 179166 members 
Mstep: Class 21 contains 32167 members 
Mstep: Class 22 contains 4463 members 
Mstep: Class 23 contains 44094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844240.000000 Penalty: 33373.367188
Iteration 302Q: 16 clusters Score -9.384424e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49039 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174646 members 
Mstep: Class 11 contains 104112 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66119 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42301 members 
Mstep: Class 19 contains 175046 members 
Mstep: Class 20 contains 179167 members 
Mstep: Class 21 contains 32169 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 44097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844320.000000 Penalty: 33373.367188
Iteration 303Q: 16 clusters Score -9.384432e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49036 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174660 members 
Mstep: Class 11 contains 104081 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66124 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42301 members 
Mstep: Class 19 contains 175046 members 
Mstep: Class 20 contains 179180 members 
Mstep: Class 21 contains 32170 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 44098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844296.000000 Penalty: 33373.367188
Iteration 304Q: 16 clusters Score -9.38443e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49031 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174671 members 
Mstep: Class 11 contains 104057 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66134 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42303 members 
Mstep: Class 19 contains 175032 members 
Mstep: Class 20 contains 179198 members 
Mstep: Class 21 contains 32169 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 44101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844264.000000 Penalty: 33373.367188
Iteration 305Q: 16 clusters Score -9.384426e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49024 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174685 members 
Mstep: Class 11 contains 104028 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66142 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 42305 members 
Mstep: Class 19 contains 175029 members 
Mstep: Class 20 contains 179211 members 
Mstep: Class 21 contains 32170 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 44101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844240.000000 Penalty: 33373.367188
Iteration 306Q: 16 clusters Score -9.384424e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49018 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174689 members 
Mstep: Class 11 contains 104005 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66147 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42306 members 
Mstep: Class 19 contains 175032 members 
Mstep: Class 20 contains 179229 members 
Mstep: Class 21 contains 32169 members 
Mstep: Class 22 contains 4462 members 
Mstep: Class 23 contains 44103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844184.000000 Penalty: 33373.367188
Iteration 307Q: 16 clusters Score -9.384418e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49017 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174704 members 
Mstep: Class 11 contains 103979 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66147 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42307 members 
Mstep: Class 19 contains 175034 members 
Mstep: Class 20 contains 179241 members 
Mstep: Class 21 contains 32166 members 
Mstep: Class 22 contains 4460 members 
Mstep: Class 23 contains 44105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844200.000000 Penalty: 33373.367188
Iteration 308Q: 16 clusters Score -9.38442e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49016 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174713 members 
Mstep: Class 11 contains 103954 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66151 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42306 members 
Mstep: Class 19 contains 175033 members 
Mstep: Class 20 contains 179252 members 
Mstep: Class 21 contains 32167 members 
Mstep: Class 22 contains 4460 members 
Mstep: Class 23 contains 44108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844224.000000 Penalty: 33373.367188
Iteration 309Q: 16 clusters Score -9.384422e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49017 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174724 members 
Mstep: Class 11 contains 103933 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66157 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42307 members 
Mstep: Class 19 contains 175036 members 
Mstep: Class 20 contains 179257 members 
Mstep: Class 21 contains 32166 members 
Mstep: Class 22 contains 4456 members 
Mstep: Class 23 contains 44108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844216.000000 Penalty: 33373.367188
Iteration 310Q: 16 clusters Score -9.384422e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49016 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174726 members 
Mstep: Class 11 contains 103911 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66166 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42308 members 
Mstep: Class 19 contains 175040 members 
Mstep: Class 20 contains 179264 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 44109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844208.000000 Penalty: 33373.367188
Iteration 311Q: 16 clusters Score -9.384421e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49015 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174723 members 
Mstep: Class 11 contains 103902 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66169 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42308 members 
Mstep: Class 19 contains 175044 members 
Mstep: Class 20 contains 179271 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844216.000000 Penalty: 33373.367188
Iteration 312Q: 16 clusters Score -9.384422e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49011 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174726 members 
Mstep: Class 11 contains 103895 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66170 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42308 members 
Mstep: Class 19 contains 175040 members 
Mstep: Class 20 contains 179282 members 
Mstep: Class 21 contains 32169 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 44112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844264.000000 Penalty: 33373.367188
Iteration 313Q: 16 clusters Score -9.384426e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 49009 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174721 members 
Mstep: Class 11 contains 103882 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66177 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42308 members 
Mstep: Class 19 contains 175037 members 
Mstep: Class 20 contains 179298 members 
Mstep: Class 21 contains 32169 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 44113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844288.000000 Penalty: 33373.367188
Iteration 314Q: 16 clusters Score -9.384429e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49008 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 11 contains 103871 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66180 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42308 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 179316 members 
Mstep: Class 21 contains 32170 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 44112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844336.000000 Penalty: 33373.367188
Iteration 315Q: 16 clusters Score -9.384434e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49007 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174706 members 
Mstep: Class 11 contains 103853 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66183 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42309 members 
Mstep: Class 19 contains 175047 members 
Mstep: Class 20 contains 179336 members 
Mstep: Class 21 contains 32171 members 
Mstep: Class 22 contains 4438 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844408.000000 Penalty: 33373.367188
Iteration 316Q: 16 clusters Score -9.384441e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49003 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174705 members 
Mstep: Class 11 contains 103833 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66190 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 19 contains 175052 members 
Mstep: Class 20 contains 179349 members 
Mstep: Class 21 contains 32173 members 
Mstep: Class 22 contains 4435 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844384.000000 Penalty: 33373.367188
Iteration 317Q: 16 clusters Score -9.384438e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49000 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174699 members 
Mstep: Class 11 contains 103814 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66190 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175047 members 
Mstep: Class 20 contains 179376 members 
Mstep: Class 21 contains 32175 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844376.000000 Penalty: 33373.367188
Iteration 318Q: 16 clusters Score -9.384438e+07 nChanged 59
Entering ConstructFrom: 
Score: -93844376.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -360288.250000 Penalty: 1327.930786
	Iteration 0F: 2 clusters Score -360288.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -357280.406250 Penalty: 2655.861572
	Iteration 0F: 3 clusters Score -357280.4 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -358314.031250 Penalty: 2655.861572
	Iteration 1F: 3 clusters Score -358314 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -358643.781250 Penalty: 2655.861572
	Iteration 2F: 3 clusters Score -358643.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -358938.906250 Penalty: 2655.861572
	Iteration 3F: 3 clusters Score -358938.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -359209.250000 Penalty: 2655.861572
	Iteration 4F: 3 clusters Score -359209.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -359413.968750 Penalty: 2655.861572
	Iteration 5F: 3 clusters Score -359414 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -359531.375000 Penalty: 2655.861572
	Iteration 6Q: 3 clusters Score -359531.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -359617.968750 Penalty: 2655.861572
	Iteration 7Q: 3 clusters Score -359618 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -359681.656250 Penalty: 2655.861572
	Iteration 8Q: 3 clusters Score -359681.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -359734.500000 Penalty: 2655.861572
	Iteration 9Q: 3 clusters Score -359734.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -359775.906250 Penalty: 2655.861572
	Iteration 10Q: 3 clusters Score -359775.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -359809.125000 Penalty: 2655.861572
	Iteration 11Q: 3 clusters Score -359809.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -359838.531250 Penalty: 2655.861572
	Iteration 12Q: 3 clusters Score -359838.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -359859.281250 Penalty: 2655.861572
	Iteration 13Q: 3 clusters Score -359859.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -359871.250000 Penalty: 2655.861572
	Iteration 14Q: 3 clusters Score -359871.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -359886.187500 Penalty: 2655.861572
	Iteration 15Q: 3 clusters Score -359886.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -359898.343750 Penalty: 2655.861572
	Iteration 16Q: 3 clusters Score -359898.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -359906.281250 Penalty: 2655.861572
	Iteration 17Q: 3 clusters Score -359906.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -359915.187500 Penalty: 2655.861572
	Iteration 18Q: 3 clusters Score -359915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -359922.062500 Penalty: 2655.861572
	Iteration 19Q: 3 clusters Score -359922.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -359929.750000 Penalty: 2655.861572
	Iteration 20F: 3 clusters Score -359929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -359932.375000 Penalty: 2655.861572
	Iteration 21Q: 3 clusters Score -359932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -359935.218750 Penalty: 2655.861572
	Iteration 22Q: 3 clusters Score -359935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -359935.906250 Penalty: 2655.861572
	Iteration 23Q: 3 clusters Score -359935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -359937.218750 Penalty: 2655.861572
	Iteration 24Q: 3 clusters Score -359937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -359937.218750 Penalty: 2655.861572
	Iteration 25F: 3 clusters Score -359937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -92730.671875 Penalty: 1118.062378
	Iteration 0F: 2 clusters Score -92730.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -91435.015625 Penalty: 2236.124756
	Iteration 0F: 3 clusters Score -91435.02 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91870.359375 Penalty: 2236.124756
	Iteration 1F: 3 clusters Score -91870.36 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92100.531250 Penalty: 2236.124756
	Iteration 2F: 3 clusters Score -92100.53 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92266.062500 Penalty: 2236.124756
	Iteration 3F: 3 clusters Score -92266.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92371.414062 Penalty: 2236.124756
	Iteration 4Q: 3 clusters Score -92371.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92412.320312 Penalty: 2236.124756
	Iteration 5Q: 3 clusters Score -92412.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92433.507812 Penalty: 2236.124756
	Iteration 6Q: 3 clusters Score -92433.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92441.320312 Penalty: 2236.124756
	Iteration 7Q: 3 clusters Score -92441.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -92444.718750 Penalty: 2236.124756
	Iteration 8Q: 3 clusters Score -92444.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -92454.695312 Penalty: 2236.124756
	Iteration 9Q: 3 clusters Score -92454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -92465.375000 Penalty: 2236.124756
	Iteration 10Q: 3 clusters Score -92465.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92477.039062 Penalty: 2236.124756
	Iteration 11Q: 3 clusters Score -92477.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -92489.234375 Penalty: 2236.124756
	Iteration 12Q: 3 clusters Score -92489.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92493.054688 Penalty: 2236.124756
	Iteration 13Q: 3 clusters Score -92493.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92499.062500 Penalty: 2236.124756
	Iteration 14Q: 3 clusters Score -92499.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92504.054688 Penalty: 2236.124756
	Iteration 15Q: 3 clusters Score -92504.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -92508.265625 Penalty: 2236.124756
	Iteration 16Q: 3 clusters Score -92508.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92509.609375 Penalty: 2236.124756
	Iteration 17Q: 3 clusters Score -92509.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92509.984375 Penalty: 2236.124756
	Iteration 18Q: 3 clusters Score -92509.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92511.906250 Penalty: 2236.124756
	Iteration 19F: 3 clusters Score -92511.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92550.296875 Penalty: 2236.124756
	Iteration 20F: 3 clusters Score -92550.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -92562.085938 Penalty: 2236.124756
	Iteration 21Q: 3 clusters Score -92562.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -92566.546875 Penalty: 2236.124756
	Iteration 22Q: 3 clusters Score -92566.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92572.062500 Penalty: 2236.124756
	Iteration 23Q: 3 clusters Score -92572.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92573.593750 Penalty: 2236.124756
	Iteration 24Q: 3 clusters Score -92573.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92573.593750 Penalty: 2236.124756
	Iteration 25F: 3 clusters Score -92573.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Entering Unmasked Estep 
Score: -5152681.500000 Penalty: 1754.924438
	Iteration 0F: 2 clusters Score -5152682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -5119899.000000 Penalty: 3509.848877
	Iteration 0F: 3 clusters Score -5119899 nChanged 22922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -5132757.000000 Penalty: 3509.848877
	Iteration 1F: 3 clusters Score -5132757 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -5133130.500000 Penalty: 3509.848877
	Iteration 2Q: 3 clusters Score -5133130 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5133483.000000 Penalty: 3509.848877
	Iteration 3Q: 3 clusters Score -5133483 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5133946.500000 Penalty: 3509.848877
	Iteration 4Q: 3 clusters Score -5133946 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -5134425.000000 Penalty: 3509.848877
	Iteration 5Q: 3 clusters Score -5134425 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5135183.500000 Penalty: 3509.848877
	Iteration 6Q: 3 clusters Score -5135184 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -5136375.000000 Penalty: 3509.848877
	Iteration 7Q: 3 clusters Score -5136375 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5138201.000000 Penalty: 3509.848877
	Iteration 8F: 3 clusters Score -5138201 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -5140677.000000 Penalty: 3509.848877
	Iteration 9F: 3 clusters Score -5140677 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -5143332.500000 Penalty: 3509.848877
	Iteration 10F: 3 clusters Score -5143332 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -5145535.000000 Penalty: 3509.848877
	Iteration 11F: 3 clusters Score -5145535 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -5147194.000000 Penalty: 3509.848877
	Iteration 12Q: 3 clusters Score -5147194 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5148365.000000 Penalty: 3509.848877
	Iteration 13Q: 3 clusters Score -5148365 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5149335.000000 Penalty: 3509.848877
	Iteration 14Q: 3 clusters Score -5149335 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5150024.000000 Penalty: 3509.848877
	Iteration 15Q: 3 clusters Score -5150024 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5150632.500000 Penalty: 3509.848877
	Iteration 16Q: 3 clusters Score -5150632 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5150964.500000 Penalty: 3509.848877
	Iteration 17Q: 3 clusters Score -5150964 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5151141.000000 Penalty: 3509.848877
	Iteration 18Q: 3 clusters Score -5151141 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5151264.500000 Penalty: 3509.848877
	Iteration 19Q: 3 clusters Score -5151264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5151360.500000 Penalty: 3509.848877
	Iteration 20F: 3 clusters Score -5151360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5151437.500000 Penalty: 3509.848877
	Iteration 21Q: 3 clusters Score -5151438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5151485.000000 Penalty: 3509.848877
	Iteration 22Q: 3 clusters Score -5151485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5151521.000000 Penalty: 3509.848877
	Iteration 23Q: 3 clusters Score -5151521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5151554.000000 Penalty: 3509.848877
	Iteration 24Q: 3 clusters Score -5151554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5151576.000000 Penalty: 3509.848877
	Iteration 25Q: 3 clusters Score -5151576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5151588.500000 Penalty: 3509.848877
	Iteration 26Q: 3 clusters Score -5151588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5151600.000000 Penalty: 3509.848877
	Iteration 27Q: 3 clusters Score -5151600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5151613.000000 Penalty: 3509.848877
	Iteration 28Q: 3 clusters Score -5151613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5151618.000000 Penalty: 3509.848877
	Iteration 29Q: 3 clusters Score -5151618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5151625.500000 Penalty: 3509.848877
	Iteration 30Q: 3 clusters Score -5151626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5151638.500000 Penalty: 3509.848877
	Iteration 31Q: 3 clusters Score -5151638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5151643.000000 Penalty: 3509.848877
	Iteration 32Q: 3 clusters Score -5151643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5151645.000000 Penalty: 3509.848877
	Iteration 33Q: 3 clusters Score -5151645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5151651.000000 Penalty: 3509.848877
	Iteration 34Q: 3 clusters Score -5151651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5151663.500000 Penalty: 3509.848877
	Iteration 35Q: 3 clusters Score -5151664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5151663.500000 Penalty: 3509.848877
	Iteration 36Q: 3 clusters Score -5151664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5151665.500000 Penalty: 3509.848877
	Iteration 37Q: 3 clusters Score -5151666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5151673.500000 Penalty: 3509.848877
	Iteration 38Q: 3 clusters Score -5151674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5151680.000000 Penalty: 3509.848877
	Iteration 39Q: 3 clusters Score -5151680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5151680.000000 Penalty: 3509.848877
	Iteration 40F: 3 clusters Score -5151680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5151685.000000 Penalty: 3509.848877
	Iteration 41Q: 3 clusters Score -5151685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5151685.500000 Penalty: 3509.848877
	Iteration 42Q: 3 clusters Score -5151686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5151695.500000 Penalty: 3509.848877
	Iteration 43Q: 3 clusters Score -5151696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5151696.000000 Penalty: 3509.848877
	Iteration 44Q: 3 clusters Score -5151696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5151700.000000 Penalty: 3509.848877
	Iteration 45Q: 3 clusters Score -5151700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5151700.000000 Penalty: 3509.848877
	Iteration 46F: 3 clusters Score -5151700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -500782.250000 Penalty: 1374.092773
	Iteration 0F: 2 clusters Score -500782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -497014.562500 Penalty: 2748.185547
	Iteration 0F: 3 clusters Score -497014.6 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -497989.375000 Penalty: 2748.185547
	Iteration 1F: 3 clusters Score -497989.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -498122.062500 Penalty: 2748.185547
	Iteration 2F: 3 clusters Score -498122.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -498230.406250 Penalty: 2748.185547
	Iteration 3Q: 3 clusters Score -498230.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -498320.093750 Penalty: 2748.185547
	Iteration 4Q: 3 clusters Score -498320.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -498422.843750 Penalty: 2748.185547
	Iteration 5Q: 3 clusters Score -498422.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -498529.093750 Penalty: 2748.185547
	Iteration 6Q: 3 clusters Score -498529.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -498636.062500 Penalty: 2748.185547
	Iteration 7Q: 3 clusters Score -498636.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -498735.781250 Penalty: 2748.185547
	Iteration 8Q: 3 clusters Score -498735.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -498848.625000 Penalty: 2748.185547
	Iteration 9Q: 3 clusters Score -498848.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -499000.656250 Penalty: 2748.185547
	Iteration 10Q: 3 clusters Score -499000.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -499160.750000 Penalty: 2748.185547
	Iteration 11Q: 3 clusters Score -499160.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -499296.500000 Penalty: 2748.185547
	Iteration 12Q: 3 clusters Score -499296.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -499419.656250 Penalty: 2748.185547
	Iteration 13Q: 3 clusters Score -499419.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -499514.281250 Penalty: 2748.185547
	Iteration 14Q: 3 clusters Score -499514.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -499581.687500 Penalty: 2748.185547
	Iteration 15Q: 3 clusters Score -499581.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -499615.062500 Penalty: 2748.185547
	Iteration 16Q: 3 clusters Score -499615.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -499647.406250 Penalty: 2748.185547
	Iteration 17Q: 3 clusters Score -499647.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -499671.875000 Penalty: 2748.185547
	Iteration 18Q: 3 clusters Score -499671.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -499693.968750 Penalty: 2748.185547
	Iteration 19Q: 3 clusters Score -499694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -499704.375000 Penalty: 2748.185547
	Iteration 20F: 3 clusters Score -499704.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -499718.406250 Penalty: 2748.185547
	Iteration 21Q: 3 clusters Score -499718.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -499727.562500 Penalty: 2748.185547
	Iteration 22Q: 3 clusters Score -499727.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -499733.343750 Penalty: 2748.185547
	Iteration 23Q: 3 clusters Score -499733.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -499736.875000 Penalty: 2748.185547
	Iteration 24Q: 3 clusters Score -499736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -499739.218750 Penalty: 2748.185547
	Iteration 25Q: 3 clusters Score -499739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -499743.375000 Penalty: 2748.185547
	Iteration 26Q: 3 clusters Score -499743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -499746.875000 Penalty: 2748.185547
	Iteration 27Q: 3 clusters Score -499746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -499749.843750 Penalty: 2748.185547
	Iteration 28Q: 3 clusters Score -499749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -499753.312500 Penalty: 2748.185547
	Iteration 29Q: 3 clusters Score -499753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -499758.125000 Penalty: 2748.185547
	Iteration 30Q: 3 clusters Score -499758.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -499763.468750 Penalty: 2748.185547
	Iteration 31Q: 3 clusters Score -499763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -499769.187500 Penalty: 2748.185547
	Iteration 32Q: 3 clusters Score -499769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -499770.437500 Penalty: 2748.185547
	Iteration 33Q: 3 clusters Score -499770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -499770.812500 Penalty: 2748.185547
	Iteration 34Q: 3 clusters Score -499770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -499771.656250 Penalty: 2748.185547
	Iteration 35Q: 3 clusters Score -499771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -499772.000000 Penalty: 2748.185547
	Iteration 36Q: 3 clusters Score -499772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -499772.000000 Penalty: 2748.185547
	Iteration 37F: 3 clusters Score -499772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Entering Unmasked Estep 
Score: -18945620.000000 Penalty: 1961.506348
	Iteration 0F: 2 clusters Score -1.894562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -18830576.000000 Penalty: 3923.012695
	Iteration 0F: 3 clusters Score -1.883058e+07 nChanged 84309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -18881770.000000 Penalty: 3923.012695
	Iteration 1F: 3 clusters Score -1.888177e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -18884100.000000 Penalty: 3923.012695
	Iteration 2Q: 3 clusters Score -1.88841e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -18888068.000000 Penalty: 3923.012695
	Iteration 3F: 3 clusters Score -1.888807e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121503 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -18895760.000000 Penalty: 3923.012695
	Iteration 4F: 3 clusters Score -1.889576e+07 nChanged 14935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136384 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -18908188.000000 Penalty: 3923.012695
	Iteration 5F: 3 clusters Score -1.890819e+07 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152021 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -18923174.000000 Penalty: 3923.012695
	Iteration 6F: 3 clusters Score -1.892317e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -18934906.000000 Penalty: 3923.012695
	Iteration 7F: 3 clusters Score -1.893491e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170105 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -18940914.000000 Penalty: 3923.012695
	Iteration 8Q: 3 clusters Score -1.894091e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172704 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -18942860.000000 Penalty: 3923.012695
	Iteration 9Q: 3 clusters Score -1.894286e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173652 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -18943532.000000 Penalty: 3923.012695
	Iteration 10Q: 3 clusters Score -1.894353e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173961 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -18943770.000000 Penalty: 3923.012695
	Iteration 11Q: 3 clusters Score -1.894377e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174092 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -18943890.000000 Penalty: 3923.012695
	Iteration 12Q: 3 clusters Score -1.894389e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174139 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -18943962.000000 Penalty: 3923.012695
	Iteration 13Q: 3 clusters Score -1.894396e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -18944004.000000 Penalty: 3923.012695
	Iteration 14Q: 3 clusters Score -1.8944e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174186 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18944072.000000 Penalty: 3923.012695
	Iteration 15Q: 3 clusters Score -1.894407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174195 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -18944072.000000 Penalty: 3923.012695
	Iteration 16Q: 3 clusters Score -1.894407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174197 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18944098.000000 Penalty: 3923.012695
	Iteration 17Q: 3 clusters Score -1.89441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174206 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -18944126.000000 Penalty: 3923.012695
	Iteration 18Q: 3 clusters Score -1.894413e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18944144.000000 Penalty: 3923.012695
	Iteration 19Q: 3 clusters Score -1.894414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174206 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -18944154.000000 Penalty: 3923.012695
	Iteration 20F: 3 clusters Score -1.894415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174209 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -18944140.000000 Penalty: 3923.012695
	Iteration 21Q: 3 clusters Score -1.894414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174212 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18944150.000000 Penalty: 3923.012695
	Iteration 22Q: 3 clusters Score -1.894415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174213 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18944146.000000 Penalty: 3923.012695
	Iteration 23Q: 3 clusters Score -1.894415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -18944160.000000 Penalty: 3923.012695
	Iteration 24Q: 3 clusters Score -1.894416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18944170.000000 Penalty: 3923.012695
	Iteration 25Q: 3 clusters Score -1.894417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174218 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -18944182.000000 Penalty: 3923.012695
	Iteration 26Q: 3 clusters Score -1.894418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18944180.000000 Penalty: 3923.012695
	Iteration 27Q: 3 clusters Score -1.894418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -18944182.000000 Penalty: 3923.012695
	Iteration 28Q: 3 clusters Score -1.894418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174218 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -18944182.000000 Penalty: 3923.012695
	Iteration 29Q: 3 clusters Score -1.894418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18944180.000000 Penalty: 3923.012695
	Iteration 30Q: 3 clusters Score -1.894418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18944184.000000 Penalty: 3923.012695
	Iteration 31Q: 3 clusters Score -1.894418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174213 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18944172.000000 Penalty: 3923.012695
	Iteration 32Q: 3 clusters Score -1.894417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174208 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -18944180.000000 Penalty: 3923.012695
	Iteration 33Q: 3 clusters Score -1.894418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -18944190.000000 Penalty: 3923.012695
	Iteration 34Q: 3 clusters Score -1.894419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -18944182.000000 Penalty: 3923.012695
	Iteration 35Q: 3 clusters Score -1.894418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -18944188.000000 Penalty: 3923.012695
	Iteration 36Q: 3 clusters Score -1.894419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174202 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18944192.000000 Penalty: 3923.012695
	Iteration 37Q: 3 clusters Score -1.894419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174200 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18944190.000000 Penalty: 3923.012695
	Iteration 38Q: 3 clusters Score -1.894419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174199 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -18944192.000000 Penalty: 3923.012695
	Iteration 39Q: 3 clusters Score -1.894419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174199 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -18944198.000000 Penalty: 3923.012695
	Iteration 40F: 3 clusters Score -1.89442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174202 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18944204.000000 Penalty: 3923.012695
	Iteration 41Q: 3 clusters Score -1.89442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174202 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18944202.000000 Penalty: 3923.012695
	Iteration 42Q: 3 clusters Score -1.89442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174205 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18944210.000000 Penalty: 3923.012695
	Iteration 43Q: 3 clusters Score -1.894421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174212 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18944206.000000 Penalty: 3923.012695
	Iteration 44Q: 3 clusters Score -1.894421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18944208.000000 Penalty: 3923.012695
	Iteration 45Q: 3 clusters Score -1.894421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174220 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -18944226.000000 Penalty: 3923.012695
	Iteration 46Q: 3 clusters Score -1.894423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174225 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -18944220.000000 Penalty: 3923.012695
	Iteration 47Q: 3 clusters Score -1.894422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174226 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -18944220.000000 Penalty: 3923.012695
	Iteration 48Q: 3 clusters Score -1.894422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174225 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -18944224.000000 Penalty: 3923.012695
	Iteration 49Q: 3 clusters Score -1.894422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174224 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -18944230.000000 Penalty: 3923.012695
	Iteration 50Q: 3 clusters Score -1.894423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174224 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -18944230.000000 Penalty: 3923.012695
	Iteration 51F: 3 clusters Score -1.894423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Entering Unmasked Estep 
Score: -11279637.000000 Penalty: 1876.911011
	Iteration 0F: 2 clusters Score -1.127964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -11210182.000000 Penalty: 3753.822021
	Iteration 0F: 3 clusters Score -1.121018e+07 nChanged 49773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -11238910.000000 Penalty: 3753.822021
	Iteration 1F: 3 clusters Score -1.123891e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -11239531.000000 Penalty: 3753.822021
	Iteration 2Q: 3 clusters Score -1.123953e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -11240103.000000 Penalty: 3753.822021
	Iteration 3Q: 3 clusters Score -1.12401e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -11241206.000000 Penalty: 3753.822021
	Iteration 4Q: 3 clusters Score -1.124121e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -11243180.000000 Penalty: 3753.822021
	Iteration 5Q: 3 clusters Score -1.124318e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -11246671.000000 Penalty: 3753.822021
	Iteration 6F: 3 clusters Score -1.124667e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -11252713.000000 Penalty: 3753.822021
	Iteration 7F: 3 clusters Score -1.125271e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -11260627.000000 Penalty: 3753.822021
	Iteration 8F: 3 clusters Score -1.126063e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -11268141.000000 Penalty: 3753.822021
	Iteration 9F: 3 clusters Score -1.126814e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -11273130.000000 Penalty: 3753.822021
	Iteration 10Q: 3 clusters Score -1.127313e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -11275705.000000 Penalty: 3753.822021
	Iteration 11Q: 3 clusters Score -1.12757e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -11276926.000000 Penalty: 3753.822021
	Iteration 12Q: 3 clusters Score -1.127693e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11277524.000000 Penalty: 3753.822021
	Iteration 13Q: 3 clusters Score -1.127752e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11277775.000000 Penalty: 3753.822021
	Iteration 14Q: 3 clusters Score -1.127778e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11277896.000000 Penalty: 3753.822021
	Iteration 15Q: 3 clusters Score -1.12779e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103413 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11277951.000000 Penalty: 3753.822021
	Iteration 16Q: 3 clusters Score -1.127795e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11277970.000000 Penalty: 3753.822021
	Iteration 17Q: 3 clusters Score -1.127797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11277993.000000 Penalty: 3753.822021
	Iteration 18Q: 3 clusters Score -1.127799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11278024.000000 Penalty: 3753.822021
	Iteration 19Q: 3 clusters Score -1.127802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11278030.000000 Penalty: 3753.822021
	Iteration 20F: 3 clusters Score -1.127803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -11278040.000000 Penalty: 3753.822021
	Iteration 21Q: 3 clusters Score -1.127804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11278052.000000 Penalty: 3753.822021
	Iteration 22Q: 3 clusters Score -1.127805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11278051.000000 Penalty: 3753.822021
	Iteration 23Q: 3 clusters Score -1.127805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11278060.000000 Penalty: 3753.822021
	Iteration 24Q: 3 clusters Score -1.127806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11278074.000000 Penalty: 3753.822021
	Iteration 25Q: 3 clusters Score -1.127807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -11278084.000000 Penalty: 3753.822021
	Iteration 26Q: 3 clusters Score -1.127808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11278083.000000 Penalty: 3753.822021
	Iteration 27Q: 3 clusters Score -1.127808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11278086.000000 Penalty: 3753.822021
	Iteration 28Q: 3 clusters Score -1.127809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11278081.000000 Penalty: 3753.822021
	Iteration 29Q: 3 clusters Score -1.127808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11278079.000000 Penalty: 3753.822021
	Iteration 30Q: 3 clusters Score -1.127808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11278079.000000 Penalty: 3753.822021
	Iteration 31F: 3 clusters Score -1.127808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -91454.640625 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -91454.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90097.625000 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -90097.62 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90364.703125 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -90364.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90493.562500 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -90493.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90589.132812 Penalty: 2210.778320
	Iteration 3F: 3 clusters Score -90589.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90659.843750 Penalty: 2210.778320
	Iteration 4Q: 3 clusters Score -90659.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -90738.804688 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -90738.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90800.992188 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -90800.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90832.570312 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -90832.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90857.492188 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -90857.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90880.078125 Penalty: 2210.778320
	Iteration 9Q: 3 clusters Score -90880.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90904.117188 Penalty: 2210.778320
	Iteration 10Q: 3 clusters Score -90904.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -90920.789062 Penalty: 2210.778320
	Iteration 11Q: 3 clusters Score -90920.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -90938.898438 Penalty: 2210.778320
	Iteration 12Q: 3 clusters Score -90938.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90949.234375 Penalty: 2210.778320
	Iteration 13Q: 3 clusters Score -90949.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -90952.468750 Penalty: 2210.778320
	Iteration 14Q: 3 clusters Score -90952.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -90952.468750 Penalty: 2210.778320
	Iteration 15F: 3 clusters Score -90952.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Entering Unmasked Estep 
Score: -7239255.500000 Penalty: 1803.793823
	Iteration 0F: 2 clusters Score -7239256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -7194964.000000 Penalty: 3607.587646
	Iteration 0F: 3 clusters Score -7194964 nChanged 31390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -7212974.500000 Penalty: 3607.587646
	Iteration 1F: 3 clusters Score -7212974 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -7213462.500000 Penalty: 3607.587646
	Iteration 2Q: 3 clusters Score -7213462 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -7214148.500000 Penalty: 3607.587646
	Iteration 3Q: 3 clusters Score -7214148 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -7215052.000000 Penalty: 3607.587646
	Iteration 4Q: 3 clusters Score -7215052 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -7216295.000000 Penalty: 3607.587646
	Iteration 5Q: 3 clusters Score -7216295 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -7217971.500000 Penalty: 3607.587646
	Iteration 6F: 3 clusters Score -7217972 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -7220653.500000 Penalty: 3607.587646
	Iteration 7F: 3 clusters Score -7220654 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -7224376.000000 Penalty: 3607.587646
	Iteration 8F: 3 clusters Score -7224376 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -7228467.000000 Penalty: 3607.587646
	Iteration 9F: 3 clusters Score -7228467 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -7232006.500000 Penalty: 3607.587646
	Iteration 10F: 3 clusters Score -7232006 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -7234421.000000 Penalty: 3607.587646
	Iteration 11Q: 3 clusters Score -7234421 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7235869.000000 Penalty: 3607.587646
	Iteration 12Q: 3 clusters Score -7235869 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7236625.500000 Penalty: 3607.587646
	Iteration 13Q: 3 clusters Score -7236626 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7237061.500000 Penalty: 3607.587646
	Iteration 14Q: 3 clusters Score -7237062 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7237330.500000 Penalty: 3607.587646
	Iteration 15Q: 3 clusters Score -7237330 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7237465.500000 Penalty: 3607.587646
	Iteration 16Q: 3 clusters Score -7237466 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7237590.500000 Penalty: 3607.587646
	Iteration 17Q: 3 clusters Score -7237590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7237651.500000 Penalty: 3607.587646
	Iteration 18Q: 3 clusters Score -7237652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7237684.000000 Penalty: 3607.587646
	Iteration 19Q: 3 clusters Score -7237684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7237730.000000 Penalty: 3607.587646
	Iteration 20F: 3 clusters Score -7237730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7237769.500000 Penalty: 3607.587646
	Iteration 21Q: 3 clusters Score -7237770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7237809.500000 Penalty: 3607.587646
	Iteration 22Q: 3 clusters Score -7237810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7237811.000000 Penalty: 3607.587646
	Iteration 23Q: 3 clusters Score -7237811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7237824.500000 Penalty: 3607.587646
	Iteration 24Q: 3 clusters Score -7237824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7237837.500000 Penalty: 3607.587646
	Iteration 25Q: 3 clusters Score -7237838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7237833.500000 Penalty: 3607.587646
	Iteration 26Q: 3 clusters Score -7237834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7237842.500000 Penalty: 3607.587646
	Iteration 27Q: 3 clusters Score -7237842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7237850.000000 Penalty: 3607.587646
	Iteration 28Q: 3 clusters Score -7237850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7237850.000000 Penalty: 3607.587646
	Iteration 29Q: 3 clusters Score -7237850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7237846.000000 Penalty: 3607.587646
	Iteration 30Q: 3 clusters Score -7237846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7237847.000000 Penalty: 3607.587646
	Iteration 31Q: 3 clusters Score -7237847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7237852.500000 Penalty: 3607.587646
	Iteration 32Q: 3 clusters Score -7237852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7237853.500000 Penalty: 3607.587646
	Iteration 33Q: 3 clusters Score -7237854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7237852.500000 Penalty: 3607.587646
	Iteration 34Q: 3 clusters Score -7237852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7237858.000000 Penalty: 3607.587646
	Iteration 35Q: 3 clusters Score -7237858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7237857.500000 Penalty: 3607.587646
	Iteration 36Q: 3 clusters Score -7237858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7237861.000000 Penalty: 3607.587646
	Iteration 37Q: 3 clusters Score -7237861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7237862.000000 Penalty: 3607.587646
	Iteration 38Q: 3 clusters Score -7237862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7237860.000000 Penalty: 3607.587646
	Iteration 39Q: 3 clusters Score -7237860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7237866.000000 Penalty: 3607.587646
	Iteration 40F: 3 clusters Score -7237866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7237856.500000 Penalty: 3607.587646
	Iteration 41Q: 3 clusters Score -7237856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7237864.000000 Penalty: 3607.587646
	Iteration 42Q: 3 clusters Score -7237864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7237861.000000 Penalty: 3607.587646
	Iteration 43Q: 3 clusters Score -7237861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7237872.500000 Penalty: 3607.587646
	Iteration 44Q: 3 clusters Score -7237872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7237867.500000 Penalty: 3607.587646
	Iteration 45Q: 3 clusters Score -7237868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7237868.500000 Penalty: 3607.587646
	Iteration 46Q: 3 clusters Score -7237868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7237869.500000 Penalty: 3607.587646
	Iteration 47Q: 3 clusters Score -7237870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7237873.000000 Penalty: 3607.587646
	Iteration 48Q: 3 clusters Score -7237873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7237871.500000 Penalty: 3607.587646
	Iteration 49Q: 3 clusters Score -7237872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7237872.000000 Penalty: 3607.587646
	Iteration 50Q: 3 clusters Score -7237872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7237877.500000 Penalty: 3607.587646
	Iteration 51Q: 3 clusters Score -7237878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7237868.500000 Penalty: 3607.587646
	Iteration 52Q: 3 clusters Score -7237868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7237869.000000 Penalty: 3607.587646
	Iteration 53Q: 3 clusters Score -7237869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7237867.000000 Penalty: 3607.587646
	Iteration 54Q: 3 clusters Score -7237867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7237874.500000 Penalty: 3607.587646
	Iteration 55Q: 3 clusters Score -7237874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7237875.000000 Penalty: 3607.587646
	Iteration 56Q: 3 clusters Score -7237875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7237878.500000 Penalty: 3607.587646
	Iteration 57Q: 3 clusters Score -7237878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7237882.000000 Penalty: 3607.587646
	Iteration 58Q: 3 clusters Score -7237882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7237889.500000 Penalty: 3607.587646
	Iteration 59Q: 3 clusters Score -7237890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7237884.000000 Penalty: 3607.587646
	Iteration 60F: 3 clusters Score -7237884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -232922.640625 Penalty: 1250.929688
	Iteration 0F: 2 clusters Score -232922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -230673.328125 Penalty: 2501.859375
	Iteration 0F: 3 clusters Score -230673.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -231155.015625 Penalty: 2501.859375
	Iteration 1F: 3 clusters Score -231155 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231293.250000 Penalty: 2501.859375
	Iteration 2F: 3 clusters Score -231293.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -231388.640625 Penalty: 2501.859375
	Iteration 3F: 3 clusters Score -231388.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -231450.984375 Penalty: 2501.859375
	Iteration 4Q: 3 clusters Score -231451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -231497.671875 Penalty: 2501.859375
	Iteration 5Q: 3 clusters Score -231497.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -231541.421875 Penalty: 2501.859375
	Iteration 6Q: 3 clusters Score -231541.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -231580.281250 Penalty: 2501.859375
	Iteration 7Q: 3 clusters Score -231580.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -231608.843750 Penalty: 2501.859375
	Iteration 8Q: 3 clusters Score -231608.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231635.703125 Penalty: 2501.859375
	Iteration 9Q: 3 clusters Score -231635.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -231654.078125 Penalty: 2501.859375
	Iteration 10Q: 3 clusters Score -231654.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -231677.375000 Penalty: 2501.859375
	Iteration 11Q: 3 clusters Score -231677.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231700.781250 Penalty: 2501.859375
	Iteration 12Q: 3 clusters Score -231700.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -231724.859375 Penalty: 2501.859375
	Iteration 13Q: 3 clusters Score -231724.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -231752.203125 Penalty: 2501.859375
	Iteration 14Q: 3 clusters Score -231752.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -231775.046875 Penalty: 2501.859375
	Iteration 15Q: 3 clusters Score -231775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -231797.218750 Penalty: 2501.859375
	Iteration 16Q: 3 clusters Score -231797.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231825.828125 Penalty: 2501.859375
	Iteration 17Q: 3 clusters Score -231825.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -231869.031250 Penalty: 2501.859375
	Iteration 18Q: 3 clusters Score -231869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231917.750000 Penalty: 2501.859375
	Iteration 19Q: 3 clusters Score -231917.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -231964.187500 Penalty: 2501.859375
	Iteration 20F: 3 clusters Score -231964.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -232026.578125 Penalty: 2501.859375
	Iteration 21Q: 3 clusters Score -232026.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -232122.796875 Penalty: 2501.859375
	Iteration 22Q: 3 clusters Score -232122.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -232219.171875 Penalty: 2501.859375
	Iteration 23Q: 3 clusters Score -232219.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -232279.578125 Penalty: 2501.859375
	Iteration 24Q: 3 clusters Score -232279.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -232333.093750 Penalty: 2501.859375
	Iteration 25Q: 3 clusters Score -232333.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -232372.750000 Penalty: 2501.859375
	Iteration 26Q: 3 clusters Score -232372.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -232408.640625 Penalty: 2501.859375
	Iteration 27Q: 3 clusters Score -232408.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -232430.562500 Penalty: 2501.859375
	Iteration 28Q: 3 clusters Score -232430.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -232445.828125 Penalty: 2501.859375
	Iteration 29Q: 3 clusters Score -232445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -232458.000000 Penalty: 2501.859375
	Iteration 30Q: 3 clusters Score -232458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -232475.781250 Penalty: 2501.859375
	Iteration 31Q: 3 clusters Score -232475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -232492.421875 Penalty: 2501.859375
	Iteration 32Q: 3 clusters Score -232492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -232507.140625 Penalty: 2501.859375
	Iteration 33Q: 3 clusters Score -232507.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -232523.750000 Penalty: 2501.859375
	Iteration 34Q: 3 clusters Score -232523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -232542.062500 Penalty: 2501.859375
	Iteration 35Q: 3 clusters Score -232542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -232549.687500 Penalty: 2501.859375
	Iteration 36Q: 3 clusters Score -232549.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -232552.718750 Penalty: 2501.859375
	Iteration 37Q: 3 clusters Score -232552.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -232556.484375 Penalty: 2501.859375
	Iteration 38Q: 3 clusters Score -232556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -232559.781250 Penalty: 2501.859375
	Iteration 39Q: 3 clusters Score -232559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -232560.921875 Penalty: 2501.859375
	Iteration 40F: 3 clusters Score -232560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -232561.531250 Penalty: 2501.859375
	Iteration 41Q: 3 clusters Score -232561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -232561.968750 Penalty: 2501.859375
	Iteration 42Q: 3 clusters Score -232562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -232561.968750 Penalty: 2501.859375
	Iteration 43F: 3 clusters Score -232562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Entering Unmasked Estep 
Score: -4510402.500000 Penalty: 1731.080444
	Iteration 0F: 2 clusters Score -4510402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -4482062.000000 Penalty: 3462.160889
	Iteration 0F: 3 clusters Score -4482062 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4492962.500000 Penalty: 3462.160889
	Iteration 1F: 3 clusters Score -4492962 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4493395.500000 Penalty: 3462.160889
	Iteration 2Q: 3 clusters Score -4493396 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4494004.000000 Penalty: 3462.160889
	Iteration 3Q: 3 clusters Score -4494004 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -4494903.000000 Penalty: 3462.160889
	Iteration 4Q: 3 clusters Score -4494903 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4496350.500000 Penalty: 3462.160889
	Iteration 5F: 3 clusters Score -4496350 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -4498475.000000 Penalty: 3462.160889
	Iteration 6F: 3 clusters Score -4498475 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -4500902.000000 Penalty: 3462.160889
	Iteration 7F: 3 clusters Score -4500902 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4503213.000000 Penalty: 3462.160889
	Iteration 8F: 3 clusters Score -4503213 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4505133.000000 Penalty: 3462.160889
	Iteration 9F: 3 clusters Score -4505133 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4506639.500000 Penalty: 3462.160889
	Iteration 10Q: 3 clusters Score -4506640 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -4507787.500000 Penalty: 3462.160889
	Iteration 11Q: 3 clusters Score -4507788 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -4508436.500000 Penalty: 3462.160889
	Iteration 12Q: 3 clusters Score -4508436 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -4508808.500000 Penalty: 3462.160889
	Iteration 13Q: 3 clusters Score -4508808 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -4509033.000000 Penalty: 3462.160889
	Iteration 14Q: 3 clusters Score -4509033 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -4509166.500000 Penalty: 3462.160889
	Iteration 15Q: 3 clusters Score -4509166 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -4509256.500000 Penalty: 3462.160889
	Iteration 16Q: 3 clusters Score -4509256 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4509297.500000 Penalty: 3462.160889
	Iteration 17Q: 3 clusters Score -4509298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -4509321.000000 Penalty: 3462.160889
	Iteration 18Q: 3 clusters Score -4509321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -4509344.500000 Penalty: 3462.160889
	Iteration 19Q: 3 clusters Score -4509344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -4509352.000000 Penalty: 3462.160889
	Iteration 20F: 3 clusters Score -4509352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -4509362.000000 Penalty: 3462.160889
	Iteration 21Q: 3 clusters Score -4509362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -4509371.000000 Penalty: 3462.160889
	Iteration 22Q: 3 clusters Score -4509371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -4509380.500000 Penalty: 3462.160889
	Iteration 23Q: 3 clusters Score -4509380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -4509397.500000 Penalty: 3462.160889
	Iteration 24Q: 3 clusters Score -4509398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4509409.000000 Penalty: 3462.160889
	Iteration 25Q: 3 clusters Score -4509409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -4509414.500000 Penalty: 3462.160889
	Iteration 26Q: 3 clusters Score -4509414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -4509422.500000 Penalty: 3462.160889
	Iteration 27Q: 3 clusters Score -4509422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -4509429.500000 Penalty: 3462.160889
	Iteration 28Q: 3 clusters Score -4509430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -4509433.500000 Penalty: 3462.160889
	Iteration 29Q: 3 clusters Score -4509434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -4509431.000000 Penalty: 3462.160889
	Iteration 30Q: 3 clusters Score -4509431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -4509427.000000 Penalty: 3462.160889
	Iteration 31Q: 3 clusters Score -4509427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -4509430.000000 Penalty: 3462.160889
	Iteration 32Q: 3 clusters Score -4509430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -4509427.000000 Penalty: 3462.160889
	Iteration 33Q: 3 clusters Score -4509427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -4509423.000000 Penalty: 3462.160889
	Iteration 34Q: 3 clusters Score -4509423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -4509418.000000 Penalty: 3462.160889
	Iteration 35Q: 3 clusters Score -4509418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -4509421.500000 Penalty: 3462.160889
	Iteration 36Q: 3 clusters Score -4509422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -4509421.500000 Penalty: 3462.160889
	Iteration 37F: 3 clusters Score -4509422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175048 members 
Entering Unmasked Estep 
Score: -18989598.000000 Penalty: 1961.832642
	Iteration 0F: 2 clusters Score -1.89896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -18874864.000000 Penalty: 3923.665283
	Iteration 0F: 3 clusters Score -1.887486e+07 nChanged 84589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -18924928.000000 Penalty: 3923.665283
	Iteration 1F: 3 clusters Score -1.892493e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -18925896.000000 Penalty: 3923.665283
	Iteration 2Q: 3 clusters Score -1.89259e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -18927204.000000 Penalty: 3923.665283
	Iteration 3Q: 3 clusters Score -1.89272e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -18929756.000000 Penalty: 3923.665283
	Iteration 4Q: 3 clusters Score -1.892976e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -18934348.000000 Penalty: 3923.665283
	Iteration 5F: 3 clusters Score -1.893435e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 125012 members 
Entering Unmasked Estep 
Score: -18942672.000000 Penalty: 3923.665283
	Iteration 6F: 3 clusters Score -1.894267e+07 nChanged 14726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -18955580.000000 Penalty: 3923.665283
	Iteration 7F: 3 clusters Score -1.895558e+07 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -18969740.000000 Penalty: 3923.665283
	Iteration 8F: 3 clusters Score -1.896974e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 165462 members 
Entering Unmasked Estep 
Score: -18980470.000000 Penalty: 3923.665283
	Iteration 9F: 3 clusters Score -1.898047e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 171380 members 
Entering Unmasked Estep 
Score: -18985386.000000 Penalty: 3923.665283
	Iteration 10Q: 3 clusters Score -1.898539e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 173723 members 
Entering Unmasked Estep 
Score: -18987002.000000 Penalty: 3923.665283
	Iteration 11Q: 3 clusters Score -1.8987e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 174483 members 
Entering Unmasked Estep 
Score: -18987512.000000 Penalty: 3923.665283
	Iteration 12Q: 3 clusters Score -1.898751e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -18987714.000000 Penalty: 3923.665283
	Iteration 13Q: 3 clusters Score -1.898771e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 174805 members 
Entering Unmasked Estep 
Score: -18987826.000000 Penalty: 3923.665283
	Iteration 14Q: 3 clusters Score -1.898783e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 174830 members 
Entering Unmasked Estep 
Score: -18987876.000000 Penalty: 3923.665283
	Iteration 15Q: 3 clusters Score -1.898788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174841 members 
Entering Unmasked Estep 
Score: -18987890.000000 Penalty: 3923.665283
	Iteration 16Q: 3 clusters Score -1.898789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 174847 members 
Entering Unmasked Estep 
Score: -18987920.000000 Penalty: 3923.665283
	Iteration 17Q: 3 clusters Score -1.898792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 174852 members 
Entering Unmasked Estep 
Score: -18987942.000000 Penalty: 3923.665283
	Iteration 18Q: 3 clusters Score -1.898794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -18987944.000000 Penalty: 3923.665283
	Iteration 19Q: 3 clusters Score -1.898794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -18987944.000000 Penalty: 3923.665283
	Iteration 20F: 3 clusters Score -1.898794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179396 members 
Entering Unmasked Estep 
Score: -19429368.000000 Penalty: 1965.819580
	Iteration 0F: 2 clusters Score -1.942937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -19310520.000000 Penalty: 3931.639160
	Iteration 0F: 3 clusters Score -1.931052e+07 nChanged 86934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 91456 members 
Entering Unmasked Estep 
Score: -19361126.000000 Penalty: 3931.639160
	Iteration 1F: 3 clusters Score -1.936113e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -19361966.000000 Penalty: 3931.639160
	Iteration 2Q: 3 clusters Score -1.936197e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -19362878.000000 Penalty: 3931.639160
	Iteration 3Q: 3 clusters Score -1.936288e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 94839 members 
Entering Unmasked Estep 
Score: -19364140.000000 Penalty: 3931.639160
	Iteration 4Q: 3 clusters Score -1.936414e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 97230 members 
Entering Unmasked Estep 
Score: -19366002.000000 Penalty: 3931.639160
	Iteration 5Q: 3 clusters Score -1.9366e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -19368558.000000 Penalty: 3931.639160
	Iteration 6Q: 3 clusters Score -1.936856e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 105728 members 
Entering Unmasked Estep 
Score: -19372394.000000 Penalty: 3931.639160
	Iteration 7Q: 3 clusters Score -1.937239e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 112316 members 
Entering Unmasked Estep 
Score: -19378126.000000 Penalty: 3931.639160
	Iteration 8F: 3 clusters Score -1.937813e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 119903 members 
Entering Unmasked Estep 
Score: -19385626.000000 Penalty: 3931.639160
	Iteration 9F: 3 clusters Score -1.938563e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -19393254.000000 Penalty: 3931.639160
	Iteration 10F: 3 clusters Score -1.939325e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 133747 members 
Entering Unmasked Estep 
Score: -19399628.000000 Penalty: 3931.639160
	Iteration 11F: 3 clusters Score -1.939963e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 138742 members 
Entering Unmasked Estep 
Score: -19404120.000000 Penalty: 3931.639160
	Iteration 12Q: 3 clusters Score -1.940412e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 142788 members 
Entering Unmasked Estep 
Score: -19406792.000000 Penalty: 3931.639160
	Iteration 13Q: 3 clusters Score -1.940679e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 146394 members 
Entering Unmasked Estep 
Score: -19408402.000000 Penalty: 3931.639160
	Iteration 14Q: 3 clusters Score -1.94084e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 149633 members 
Entering Unmasked Estep 
Score: -19409870.000000 Penalty: 3931.639160
	Iteration 15Q: 3 clusters Score -1.940987e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -19411154.000000 Penalty: 3931.639160
	Iteration 16Q: 3 clusters Score -1.941115e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 155717 members 
Entering Unmasked Estep 
Score: -19412398.000000 Penalty: 3931.639160
	Iteration 17Q: 3 clusters Score -1.94124e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 158542 members 
Entering Unmasked Estep 
Score: -19413614.000000 Penalty: 3931.639160
	Iteration 18Q: 3 clusters Score -1.941361e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 161196 members 
Entering Unmasked Estep 
Score: -19414790.000000 Penalty: 3931.639160
	Iteration 19Q: 3 clusters Score -1.941479e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 163738 members 
Entering Unmasked Estep 
Score: -19416140.000000 Penalty: 3931.639160
	Iteration 20F: 3 clusters Score -1.941614e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 166158 members 
Entering Unmasked Estep 
Score: -19418016.000000 Penalty: 3931.639160
	Iteration 21Q: 3 clusters Score -1.941802e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 168499 members 
Entering Unmasked Estep 
Score: -19419640.000000 Penalty: 3931.639160
	Iteration 22Q: 3 clusters Score -1.941964e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 170658 members 
Entering Unmasked Estep 
Score: -19421438.000000 Penalty: 3931.639160
	Iteration 23Q: 3 clusters Score -1.942144e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 172591 members 
Entering Unmasked Estep 
Score: -19422918.000000 Penalty: 3931.639160
	Iteration 24Q: 3 clusters Score -1.942292e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -19424048.000000 Penalty: 3931.639160
	Iteration 25Q: 3 clusters Score -1.942405e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 175449 members 
Entering Unmasked Estep 
Score: -19424988.000000 Penalty: 3931.639160
	Iteration 26Q: 3 clusters Score -1.942499e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 176410 members 
Entering Unmasked Estep 
Score: -19425734.000000 Penalty: 3931.639160
	Iteration 27Q: 3 clusters Score -1.942573e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 177131 members 
Entering Unmasked Estep 
Score: -19426296.000000 Penalty: 3931.639160
	Iteration 28Q: 3 clusters Score -1.94263e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 177661 members 
Entering Unmasked Estep 
Score: -19426666.000000 Penalty: 3931.639160
	Iteration 29Q: 3 clusters Score -1.942667e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 178015 members 
Entering Unmasked Estep 
Score: -19426908.000000 Penalty: 3931.639160
	Iteration 30Q: 3 clusters Score -1.942691e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 178272 members 
Entering Unmasked Estep 
Score: -19427086.000000 Penalty: 3931.639160
	Iteration 31Q: 3 clusters Score -1.942709e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 178455 members 
Entering Unmasked Estep 
Score: -19427244.000000 Penalty: 3931.639160
	Iteration 32Q: 3 clusters Score -1.942724e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 178571 members 
Entering Unmasked Estep 
Score: -19427320.000000 Penalty: 3931.639160
	Iteration 33Q: 3 clusters Score -1.942732e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 178661 members 
Entering Unmasked Estep 
Score: -19427388.000000 Penalty: 3931.639160
	Iteration 34Q: 3 clusters Score -1.942739e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 178718 members 
Entering Unmasked Estep 
Score: -19427428.000000 Penalty: 3931.639160
	Iteration 35Q: 3 clusters Score -1.942743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 178763 members 
Entering Unmasked Estep 
Score: -19427462.000000 Penalty: 3931.639160
	Iteration 36Q: 3 clusters Score -1.942746e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 178801 members 
Entering Unmasked Estep 
Score: -19427516.000000 Penalty: 3931.639160
	Iteration 37Q: 3 clusters Score -1.942752e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 178836 members 
Entering Unmasked Estep 
Score: -19427532.000000 Penalty: 3931.639160
	Iteration 38Q: 3 clusters Score -1.942753e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 178859 members 
Entering Unmasked Estep 
Score: -19427548.000000 Penalty: 3931.639160
	Iteration 39Q: 3 clusters Score -1.942755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 178879 members 
Entering Unmasked Estep 
Score: -19427576.000000 Penalty: 3931.639160
	Iteration 40F: 3 clusters Score -1.942758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 178899 members 
Entering Unmasked Estep 
Score: -19427590.000000 Penalty: 3931.639160
	Iteration 41Q: 3 clusters Score -1.942759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 178911 members 
Entering Unmasked Estep 
Score: -19427588.000000 Penalty: 3931.639160
	Iteration 42Q: 3 clusters Score -1.942759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 178923 members 
Entering Unmasked Estep 
Score: -19427626.000000 Penalty: 3931.639160
	Iteration 43Q: 3 clusters Score -1.942763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 178930 members 
Entering Unmasked Estep 
Score: -19427628.000000 Penalty: 3931.639160
	Iteration 44Q: 3 clusters Score -1.942763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 178932 members 
Entering Unmasked Estep 
Score: -19427624.000000 Penalty: 3931.639160
	Iteration 45Q: 3 clusters Score -1.942762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 178937 members 
Entering Unmasked Estep 
Score: -19427622.000000 Penalty: 3931.639160
	Iteration 46Q: 3 clusters Score -1.942762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 178941 members 
Entering Unmasked Estep 
Score: -19427628.000000 Penalty: 3931.639160
	Iteration 47Q: 3 clusters Score -1.942763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 178946 members 
Entering Unmasked Estep 
Score: -19427644.000000 Penalty: 3931.639160
	Iteration 48Q: 3 clusters Score -1.942764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 178951 members 
Entering Unmasked Estep 
Score: -19427638.000000 Penalty: 3931.639160
	Iteration 49Q: 3 clusters Score -1.942764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 178953 members 
Entering Unmasked Estep 
Score: -19427652.000000 Penalty: 3931.639160
	Iteration 50Q: 3 clusters Score -1.942765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 178952 members 
Entering Unmasked Estep 
Score: -19427634.000000 Penalty: 3931.639160
	Iteration 51Q: 3 clusters Score -1.942763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 178953 members 
Entering Unmasked Estep 
Score: -19427644.000000 Penalty: 3931.639160
	Iteration 52Q: 3 clusters Score -1.942764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 178954 members 
Entering Unmasked Estep 
Score: -19427648.000000 Penalty: 3931.639160
	Iteration 53Q: 3 clusters Score -1.942765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 178955 members 
Entering Unmasked Estep 
Score: -19427656.000000 Penalty: 3931.639160
	Iteration 54Q: 3 clusters Score -1.942766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 178955 members 
Entering Unmasked Estep 
Score: -19427656.000000 Penalty: 3931.639160
	Iteration 55F: 3 clusters Score -1.942766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Entering Unmasked Estep 
Score: -3536107.750000 Penalty: 1686.563477
	Iteration 0F: 2 clusters Score -3536108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3514490.250000 Penalty: 3373.126953
	Iteration 0F: 3 clusters Score -3514490 nChanged 14825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3522807.750000 Penalty: 3373.126953
	Iteration 1F: 3 clusters Score -3522808 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3523222.250000 Penalty: 3373.126953
	Iteration 2Q: 3 clusters Score -3523222 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3523686.750000 Penalty: 3373.126953
	Iteration 3Q: 3 clusters Score -3523687 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3524304.250000 Penalty: 3373.126953
	Iteration 4Q: 3 clusters Score -3524304 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3525187.750000 Penalty: 3373.126953
	Iteration 5F: 3 clusters Score -3525188 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3526479.000000 Penalty: 3373.126953
	Iteration 6F: 3 clusters Score -3526479 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3528276.250000 Penalty: 3373.126953
	Iteration 7F: 3 clusters Score -3528276 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3530273.000000 Penalty: 3373.126953
	Iteration 8F: 3 clusters Score -3530273 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3531805.250000 Penalty: 3373.126953
	Iteration 9F: 3 clusters Score -3531805 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3532715.750000 Penalty: 3373.126953
	Iteration 10Q: 3 clusters Score -3532716 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3533213.500000 Penalty: 3373.126953
	Iteration 11Q: 3 clusters Score -3533214 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3533534.500000 Penalty: 3373.126953
	Iteration 12Q: 3 clusters Score -3533534 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3533771.750000 Penalty: 3373.126953
	Iteration 13Q: 3 clusters Score -3533772 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3533958.000000 Penalty: 3373.126953
	Iteration 14Q: 3 clusters Score -3533958 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3534099.250000 Penalty: 3373.126953
	Iteration 15Q: 3 clusters Score -3534099 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3534221.250000 Penalty: 3373.126953
	Iteration 16Q: 3 clusters Score -3534221 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3534305.250000 Penalty: 3373.126953
	Iteration 17Q: 3 clusters Score -3534305 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3534375.250000 Penalty: 3373.126953
	Iteration 18Q: 3 clusters Score -3534375 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -3534421.250000 Penalty: 3373.126953
	Iteration 19Q: 3 clusters Score -3534421 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3534477.500000 Penalty: 3373.126953
	Iteration 20F: 3 clusters Score -3534478 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3534530.000000 Penalty: 3373.126953
	Iteration 21Q: 3 clusters Score -3534530 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3534606.250000 Penalty: 3373.126953
	Iteration 22Q: 3 clusters Score -3534606 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -3534651.500000 Penalty: 3373.126953
	Iteration 23Q: 3 clusters Score -3534652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3534681.250000 Penalty: 3373.126953
	Iteration 24Q: 3 clusters Score -3534681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -3534695.500000 Penalty: 3373.126953
	Iteration 25Q: 3 clusters Score -3534696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -3534709.500000 Penalty: 3373.126953
	Iteration 26Q: 3 clusters Score -3534710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3534727.750000 Penalty: 3373.126953
	Iteration 27Q: 3 clusters Score -3534728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3534743.500000 Penalty: 3373.126953
	Iteration 28Q: 3 clusters Score -3534744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -3534758.500000 Penalty: 3373.126953
	Iteration 29Q: 3 clusters Score -3534758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3534777.000000 Penalty: 3373.126953
	Iteration 30Q: 3 clusters Score -3534777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -3534777.500000 Penalty: 3373.126953
	Iteration 31Q: 3 clusters Score -3534778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3534787.250000 Penalty: 3373.126953
	Iteration 32Q: 3 clusters Score -3534787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -3534792.250000 Penalty: 3373.126953
	Iteration 33Q: 3 clusters Score -3534792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3534804.750000 Penalty: 3373.126953
	Iteration 34Q: 3 clusters Score -3534805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -3534812.750000 Penalty: 3373.126953
	Iteration 35Q: 3 clusters Score -3534813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3534823.500000 Penalty: 3373.126953
	Iteration 36Q: 3 clusters Score -3534824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -3534823.000000 Penalty: 3373.126953
	Iteration 37Q: 3 clusters Score -3534823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3534825.250000 Penalty: 3373.126953
	Iteration 38Q: 3 clusters Score -3534825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -3534829.750000 Penalty: 3373.126953
	Iteration 39Q: 3 clusters Score -3534830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -3534830.750000 Penalty: 3373.126953
	Iteration 40F: 3 clusters Score -3534831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3534838.500000 Penalty: 3373.126953
	Iteration 41Q: 3 clusters Score -3534838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3534842.750000 Penalty: 3373.126953
	Iteration 42Q: 3 clusters Score -3534843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -3534847.750000 Penalty: 3373.126953
	Iteration 43Q: 3 clusters Score -3534848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -3534851.000000 Penalty: 3373.126953
	Iteration 44Q: 3 clusters Score -3534851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -3534850.500000 Penalty: 3373.126953
	Iteration 45Q: 3 clusters Score -3534850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3534850.500000 Penalty: 3373.126953
	Iteration 46Q: 3 clusters Score -3534850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3534851.000000 Penalty: 3373.126953
	Iteration 47Q: 3 clusters Score -3534851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -3534848.750000 Penalty: 3373.126953
	Iteration 48Q: 3 clusters Score -3534849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -3534851.250000 Penalty: 3373.126953
	Iteration 49Q: 3 clusters Score -3534851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3534850.000000 Penalty: 3373.126953
	Iteration 50Q: 3 clusters Score -3534850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3534846.750000 Penalty: 3373.126953
	Iteration 51Q: 3 clusters Score -3534847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3534845.500000 Penalty: 3373.126953
	Iteration 52Q: 3 clusters Score -3534846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -3534849.750000 Penalty: 3373.126953
	Iteration 53Q: 3 clusters Score -3534850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -3534850.500000 Penalty: 3373.126953
	Iteration 54Q: 3 clusters Score -3534850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -3534850.500000 Penalty: 3373.126953
	Iteration 55F: 3 clusters Score -3534850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -489919.593750 Penalty: 1364.631714
	Iteration 0F: 2 clusters Score -489919.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -486259.812500 Penalty: 2729.263428
	Iteration 0F: 3 clusters Score -486259.8 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -487198.968750 Penalty: 2729.263428
	Iteration 1F: 3 clusters Score -487199 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -487336.562500 Penalty: 2729.263428
	Iteration 2F: 3 clusters Score -487336.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -487429.062500 Penalty: 2729.263428
	Iteration 3Q: 3 clusters Score -487429.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -487496.531250 Penalty: 2729.263428
	Iteration 4Q: 3 clusters Score -487496.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -487548.875000 Penalty: 2729.263428
	Iteration 5Q: 3 clusters Score -487548.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -487590.218750 Penalty: 2729.263428
	Iteration 6Q: 3 clusters Score -487590.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -487625.593750 Penalty: 2729.263428
	Iteration 7Q: 3 clusters Score -487625.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -487660.093750 Penalty: 2729.263428
	Iteration 8Q: 3 clusters Score -487660.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -487684.343750 Penalty: 2729.263428
	Iteration 9Q: 3 clusters Score -487684.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -487704.781250 Penalty: 2729.263428
	Iteration 10Q: 3 clusters Score -487704.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -487724.625000 Penalty: 2729.263428
	Iteration 11Q: 3 clusters Score -487724.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -487744.187500 Penalty: 2729.263428
	Iteration 12Q: 3 clusters Score -487744.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -487765.468750 Penalty: 2729.263428
	Iteration 13Q: 3 clusters Score -487765.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -487785.812500 Penalty: 2729.263428
	Iteration 14Q: 3 clusters Score -487785.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -487797.437500 Penalty: 2729.263428
	Iteration 15Q: 3 clusters Score -487797.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -487807.781250 Penalty: 2729.263428
	Iteration 16Q: 3 clusters Score -487807.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -487821.500000 Penalty: 2729.263428
	Iteration 17Q: 3 clusters Score -487821.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -487835.562500 Penalty: 2729.263428
	Iteration 18Q: 3 clusters Score -487835.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -487845.187500 Penalty: 2729.263428
	Iteration 19Q: 3 clusters Score -487845.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -487855.875000 Penalty: 2729.263428
	Iteration 20F: 3 clusters Score -487855.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -487863.468750 Penalty: 2729.263428
	Iteration 21Q: 3 clusters Score -487863.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -487871.812500 Penalty: 2729.263428
	Iteration 22Q: 3 clusters Score -487871.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -487881.625000 Penalty: 2729.263428
	Iteration 23Q: 3 clusters Score -487881.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -487888.406250 Penalty: 2729.263428
	Iteration 24Q: 3 clusters Score -487888.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -487896.093750 Penalty: 2729.263428
	Iteration 25Q: 3 clusters Score -487896.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -487904.125000 Penalty: 2729.263428
	Iteration 26Q: 3 clusters Score -487904.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -487909.781250 Penalty: 2729.263428
	Iteration 27Q: 3 clusters Score -487909.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -487915.437500 Penalty: 2729.263428
	Iteration 28Q: 3 clusters Score -487915.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -487920.593750 Penalty: 2729.263428
	Iteration 29Q: 3 clusters Score -487920.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -487930.562500 Penalty: 2729.263428
	Iteration 30Q: 3 clusters Score -487930.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -487938.000000 Penalty: 2729.263428
	Iteration 31Q: 3 clusters Score -487938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -487945.843750 Penalty: 2729.263428
	Iteration 32Q: 3 clusters Score -487945.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -487953.312500 Penalty: 2729.263428
	Iteration 33Q: 3 clusters Score -487953.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -487960.531250 Penalty: 2729.263428
	Iteration 34Q: 3 clusters Score -487960.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -487969.437500 Penalty: 2729.263428
	Iteration 35Q: 3 clusters Score -487969.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -487976.250000 Penalty: 2729.263428
	Iteration 36Q: 3 clusters Score -487976.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -487985.218750 Penalty: 2729.263428
	Iteration 37Q: 3 clusters Score -487985.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -487996.437500 Penalty: 2729.263428
	Iteration 38Q: 3 clusters Score -487996.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -488007.093750 Penalty: 2729.263428
	Iteration 39Q: 3 clusters Score -488007.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -488019.343750 Penalty: 2729.263428
	Iteration 40F: 3 clusters Score -488019.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -488030.437500 Penalty: 2729.263428
	Iteration 41Q: 3 clusters Score -488030.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -488042.531250 Penalty: 2729.263428
	Iteration 42Q: 3 clusters Score -488042.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -488057.500000 Penalty: 2729.263428
	Iteration 43Q: 3 clusters Score -488057.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -488073.625000 Penalty: 2729.263428
	Iteration 44Q: 3 clusters Score -488073.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -488092.937500 Penalty: 2729.263428
	Iteration 45Q: 3 clusters Score -488092.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -488120.593750 Penalty: 2729.263428
	Iteration 46Q: 3 clusters Score -488120.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -488148.281250 Penalty: 2729.263428
	Iteration 47Q: 3 clusters Score -488148.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -488176.281250 Penalty: 2729.263428
	Iteration 48Q: 3 clusters Score -488176.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -488197.312500 Penalty: 2729.263428
	Iteration 49Q: 3 clusters Score -488197.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -488217.625000 Penalty: 2729.263428
	Iteration 50Q: 3 clusters Score -488217.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -488238.937500 Penalty: 2729.263428
	Iteration 51Q: 3 clusters Score -488238.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -488251.156250 Penalty: 2729.263428
	Iteration 52Q: 3 clusters Score -488251.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -488257.937500 Penalty: 2729.263428
	Iteration 53Q: 3 clusters Score -488257.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -488262.718750 Penalty: 2729.263428
	Iteration 54Q: 3 clusters Score -488262.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -488268.062500 Penalty: 2729.263428
	Iteration 55Q: 3 clusters Score -488268.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -488270.375000 Penalty: 2729.263428
	Iteration 56Q: 3 clusters Score -488270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -488273.343750 Penalty: 2729.263428
	Iteration 57Q: 3 clusters Score -488273.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -488279.000000 Penalty: 2729.263428
	Iteration 58Q: 3 clusters Score -488279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -488283.406250 Penalty: 2729.263428
	Iteration 59Q: 3 clusters Score -488283.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -488286.687500 Penalty: 2729.263428
	Iteration 60F: 3 clusters Score -488286.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -488289.000000 Penalty: 2729.263428
	Iteration 61Q: 3 clusters Score -488289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -488288.812500 Penalty: 2729.263428
	Iteration 62Q: 3 clusters Score -488288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -488289.593750 Penalty: 2729.263428
	Iteration 63Q: 3 clusters Score -488289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -488289.593750 Penalty: 2729.263428
	Iteration 64F: 3 clusters Score -488289.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Entering Unmasked Estep 
Score: -4846037.000000 Penalty: 1737.850464
	Iteration 0F: 2 clusters Score -4846037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -4816378.500000 Penalty: 3475.700928
	Iteration 0F: 3 clusters Score -4816378 nChanged 20647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4828219.500000 Penalty: 3475.700928
	Iteration 1F: 3 clusters Score -4828220 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -4829016.500000 Penalty: 3475.700928
	Iteration 2Q: 3 clusters Score -4829016 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -4830132.000000 Penalty: 3475.700928
	Iteration 3F: 3 clusters Score -4830132 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -4831951.000000 Penalty: 3475.700928
	Iteration 4F: 3 clusters Score -4831951 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4834844.500000 Penalty: 3475.700928
	Iteration 5F: 3 clusters Score -4834844 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -4838428.000000 Penalty: 3475.700928
	Iteration 6F: 3 clusters Score -4838428 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -4841418.000000 Penalty: 3475.700928
	Iteration 7F: 3 clusters Score -4841418 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -4843175.500000 Penalty: 3475.700928
	Iteration 8Q: 3 clusters Score -4843176 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -4844017.000000 Penalty: 3475.700928
	Iteration 9Q: 3 clusters Score -4844017 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -4844409.000000 Penalty: 3475.700928
	Iteration 10Q: 3 clusters Score -4844409 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -4844572.000000 Penalty: 3475.700928
	Iteration 11Q: 3 clusters Score -4844572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -4844686.000000 Penalty: 3475.700928
	Iteration 12Q: 3 clusters Score -4844686 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -4844707.500000 Penalty: 3475.700928
	Iteration 13Q: 3 clusters Score -4844708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -4844732.500000 Penalty: 3475.700928
	Iteration 14Q: 3 clusters Score -4844732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -4844747.500000 Penalty: 3475.700928
	Iteration 15Q: 3 clusters Score -4844748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -4844761.000000 Penalty: 3475.700928
	Iteration 16Q: 3 clusters Score -4844761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -4844765.000000 Penalty: 3475.700928
	Iteration 17Q: 3 clusters Score -4844765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -4844778.000000 Penalty: 3475.700928
	Iteration 18Q: 3 clusters Score -4844778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -4844780.000000 Penalty: 3475.700928
	Iteration 19Q: 3 clusters Score -4844780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -4844784.500000 Penalty: 3475.700928
	Iteration 20F: 3 clusters Score -4844784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -4844791.000000 Penalty: 3475.700928
	Iteration 21Q: 3 clusters Score -4844791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -4844789.500000 Penalty: 3475.700928
	Iteration 22Q: 3 clusters Score -4844790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -4844797.500000 Penalty: 3475.700928
	Iteration 23Q: 3 clusters Score -4844798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -4844797.000000 Penalty: 3475.700928
	Iteration 24Q: 3 clusters Score -4844797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -4844804.500000 Penalty: 3475.700928
	Iteration 25Q: 3 clusters Score -4844804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -4844803.500000 Penalty: 3475.700928
	Iteration 26Q: 3 clusters Score -4844804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -4844804.000000 Penalty: 3475.700928
	Iteration 27Q: 3 clusters Score -4844804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -4844803.500000 Penalty: 3475.700928
	Iteration 28Q: 3 clusters Score -4844804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -4844802.500000 Penalty: 3475.700928
	Iteration 29Q: 3 clusters Score -4844802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -4844802.500000 Penalty: 3475.700928
	Iteration 30F: 3 clusters Score -4844802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48998 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174697 members 
Mstep: Class 11 contains 103800 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66189 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175048 members 
Mstep: Class 20 contains 179396 members 
Mstep: Class 21 contains 32172 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844336.000000 Penalty: 33373.367188
Iteration 319Q: 16 clusters Score -9.384434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48997 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174700 members 
Mstep: Class 11 contains 103782 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66191 members 
Mstep: Class 16 contains 2205 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 19 contains 175050 members 
Mstep: Class 20 contains 179410 members 
Mstep: Class 21 contains 32171 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844312.000000 Penalty: 33373.367188
Iteration 320F: 16 clusters Score -9.384431e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48994 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174707 members 
Mstep: Class 11 contains 103765 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66194 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 19 contains 175044 members 
Mstep: Class 20 contains 179424 members 
Mstep: Class 21 contains 32170 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844392.000000 Penalty: 33373.367188
Iteration 321Q: 16 clusters Score -9.384439e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48996 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174710 members 
Mstep: Class 11 contains 103748 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66197 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42310 members 
Mstep: Class 19 contains 175041 members 
Mstep: Class 20 contains 179439 members 
Mstep: Class 21 contains 32168 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844336.000000 Penalty: 33373.367188
Iteration 322Q: 16 clusters Score -9.384434e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48999 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174709 members 
Mstep: Class 11 contains 103728 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66201 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 179456 members 
Mstep: Class 21 contains 32170 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844328.000000 Penalty: 33373.367188
Iteration 323Q: 16 clusters Score -9.384433e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49001 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 174712 members 
Mstep: Class 11 contains 103702 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66202 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175041 members 
Mstep: Class 20 contains 179472 members 
Mstep: Class 21 contains 32169 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844416.000000 Penalty: 33373.367188
Iteration 324Q: 16 clusters Score -9.384442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 49000 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 11 contains 103682 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66205 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175045 members 
Mstep: Class 20 contains 179484 members 
Mstep: Class 21 contains 32169 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844344.000000 Penalty: 33373.367188
Iteration 325Q: 16 clusters Score -9.384434e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48999 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174718 members 
Mstep: Class 11 contains 103661 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66209 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175048 members 
Mstep: Class 20 contains 179491 members 
Mstep: Class 21 contains 32173 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844296.000000 Penalty: 33373.367188
Iteration 326Q: 16 clusters Score -9.38443e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48999 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174721 members 
Mstep: Class 11 contains 103640 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66210 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175053 members 
Mstep: Class 20 contains 179499 members 
Mstep: Class 21 contains 32176 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844304.000000 Penalty: 33373.367188
Iteration 327Q: 16 clusters Score -9.38443e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48997 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 174722 members 
Mstep: Class 11 contains 103615 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66211 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42312 members 
Mstep: Class 19 contains 175058 members 
Mstep: Class 20 contains 179515 members 
Mstep: Class 21 contains 32176 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844296.000000 Penalty: 33373.367188
Iteration 328Q: 16 clusters Score -9.38443e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48994 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 174720 members 
Mstep: Class 11 contains 103595 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66218 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42312 members 
Mstep: Class 19 contains 175060 members 
Mstep: Class 20 contains 179532 members 
Mstep: Class 21 contains 32176 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844264.000000 Penalty: 33373.367188
Iteration 329Q: 16 clusters Score -9.384426e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 6 contains 48990 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174729 members 
Mstep: Class 11 contains 103580 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66224 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175056 members 
Mstep: Class 20 contains 179537 members 
Mstep: Class 21 contains 32177 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844232.000000 Penalty: 33373.367188
Iteration 330Q: 16 clusters Score -9.384423e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 6 contains 48987 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174734 members 
Mstep: Class 11 contains 103563 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66228 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175059 members 
Mstep: Class 20 contains 179546 members 
Mstep: Class 21 contains 32178 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844176.000000 Penalty: 33373.367188
Iteration 331Q: 16 clusters Score -9.384418e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 6 contains 48983 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174741 members 
Mstep: Class 11 contains 103555 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66232 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175055 members 
Mstep: Class 20 contains 179553 members 
Mstep: Class 21 contains 32178 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844168.000000 Penalty: 33373.367188
Iteration 332Q: 16 clusters Score -9.384417e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 6 contains 48981 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174748 members 
Mstep: Class 11 contains 103540 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66239 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42312 members 
Mstep: Class 19 contains 175050 members 
Mstep: Class 20 contains 179567 members 
Mstep: Class 21 contains 32178 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844200.000000 Penalty: 33373.367188
Iteration 333Q: 16 clusters Score -9.38442e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 6 contains 48981 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174758 members 
Mstep: Class 11 contains 103530 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66243 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42312 members 
Mstep: Class 19 contains 175039 members 
Mstep: Class 20 contains 179573 members 
Mstep: Class 21 contains 32179 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844152.000000 Penalty: 33373.367188
Iteration 334Q: 16 clusters Score -9.384415e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 6 contains 48981 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174763 members 
Mstep: Class 11 contains 103521 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66244 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175039 members 
Mstep: Class 20 contains 179574 members 
Mstep: Class 21 contains 32180 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844184.000000 Penalty: 33373.367188
Iteration 335Q: 16 clusters Score -9.384418e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 6 contains 48981 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174759 members 
Mstep: Class 11 contains 103511 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66247 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 179583 members 
Mstep: Class 21 contains 32181 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844224.000000 Penalty: 33373.367188
Iteration 336Q: 16 clusters Score -9.384422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 6 contains 48980 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174764 members 
Mstep: Class 11 contains 103498 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66246 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 19 contains 175042 members 
Mstep: Class 20 contains 179589 members 
Mstep: Class 21 contains 32182 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844192.000000 Penalty: 33373.367188
Iteration 337Q: 16 clusters Score -9.384419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 6 contains 48979 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174767 members 
Mstep: Class 11 contains 103487 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66246 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42312 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 179597 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844184.000000 Penalty: 33373.367188
Iteration 338Q: 16 clusters Score -9.384418e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 6 contains 48977 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174765 members 
Mstep: Class 11 contains 103474 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66248 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175037 members 
Mstep: Class 20 contains 179609 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844200.000000 Penalty: 33373.367188
Iteration 339Q: 16 clusters Score -9.38442e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 6 contains 48975 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174766 members 
Mstep: Class 11 contains 103456 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66249 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175041 members 
Mstep: Class 20 contains 179620 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844208.000000 Penalty: 33373.367188
Iteration 340F: 16 clusters Score -9.384421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 6 contains 48974 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 174773 members 
Mstep: Class 11 contains 103447 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66248 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175045 members 
Mstep: Class 20 contains 179625 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844176.000000 Penalty: 33373.367188
Iteration 341Q: 16 clusters Score -9.384418e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 6 contains 48973 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174778 members 
Mstep: Class 11 contains 103428 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66249 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175048 members 
Mstep: Class 20 contains 179638 members 
Mstep: Class 21 contains 32185 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844208.000000 Penalty: 33373.367188
Iteration 342Q: 16 clusters Score -9.384421e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 6 contains 48973 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174779 members 
Mstep: Class 11 contains 103420 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66251 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42315 members 
Mstep: Class 19 contains 175048 members 
Mstep: Class 20 contains 179650 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844152.000000 Penalty: 33373.367188
Iteration 343Q: 16 clusters Score -9.384415e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 6 contains 48974 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174781 members 
Mstep: Class 11 contains 103403 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66256 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42315 members 
Mstep: Class 19 contains 175049 members 
Mstep: Class 20 contains 179661 members 
Mstep: Class 21 contains 32186 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844152.000000 Penalty: 33373.367188
Iteration 344Q: 16 clusters Score -9.384415e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 6 contains 48976 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174782 members 
Mstep: Class 11 contains 103389 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66262 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 42315 members 
Mstep: Class 19 contains 175049 members 
Mstep: Class 20 contains 179658 members 
Mstep: Class 21 contains 32189 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844136.000000 Penalty: 33373.367188
Iteration 345Q: 16 clusters Score -9.384414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48975 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174782 members 
Mstep: Class 11 contains 103382 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66268 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 42315 members 
Mstep: Class 19 contains 175050 members 
Mstep: Class 20 contains 179661 members 
Mstep: Class 21 contains 32189 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844144.000000 Penalty: 33373.367188
Iteration 346Q: 16 clusters Score -9.384414e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48972 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174779 members 
Mstep: Class 11 contains 103375 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66271 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42315 members 
Mstep: Class 19 contains 175046 members 
Mstep: Class 20 contains 179671 members 
Mstep: Class 21 contains 32190 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844064.000000 Penalty: 33373.367188
Iteration 347Q: 16 clusters Score -9.384406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48970 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174779 members 
Mstep: Class 11 contains 103369 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66274 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175043 members 
Mstep: Class 20 contains 179678 members 
Mstep: Class 21 contains 32191 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844120.000000 Penalty: 33373.367188
Iteration 348Q: 16 clusters Score -9.384412e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48970 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174778 members 
Mstep: Class 11 contains 103359 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66277 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 179690 members 
Mstep: Class 21 contains 32190 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844120.000000 Penalty: 33373.367188
Iteration 349Q: 16 clusters Score -9.384412e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48971 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174780 members 
Mstep: Class 11 contains 103352 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66280 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175032 members 
Mstep: Class 20 contains 179694 members 
Mstep: Class 21 contains 32192 members 
Mstep: Class 22 contains 4438 members 
Mstep: Class 23 contains 44111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844112.000000 Penalty: 33373.367188
Iteration 350Q: 16 clusters Score -9.384411e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48969 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174783 members 
Mstep: Class 11 contains 103340 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66283 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175023 members 
Mstep: Class 20 contains 179712 members 
Mstep: Class 21 contains 32192 members 
Mstep: Class 22 contains 4438 members 
Mstep: Class 23 contains 44110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844120.000000 Penalty: 33373.367188
Iteration 351Q: 16 clusters Score -9.384412e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48965 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174789 members 
Mstep: Class 11 contains 103321 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66286 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175015 members 
Mstep: Class 20 contains 179729 members 
Mstep: Class 21 contains 32195 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844096.000000 Penalty: 33373.367188
Iteration 352Q: 16 clusters Score -9.38441e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48963 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174795 members 
Mstep: Class 11 contains 103299 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66290 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42314 members 
Mstep: Class 19 contains 175012 members 
Mstep: Class 20 contains 179741 members 
Mstep: Class 21 contains 32200 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844112.000000 Penalty: 33373.367188
Iteration 353Q: 16 clusters Score -9.384411e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48962 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174810 members 
Mstep: Class 11 contains 103261 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66296 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42315 members 
Mstep: Class 19 contains 175009 members 
Mstep: Class 20 contains 179756 members 
Mstep: Class 21 contains 32202 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844104.000000 Penalty: 33373.367188
Iteration 354Q: 16 clusters Score -9.38441e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48965 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174817 members 
Mstep: Class 11 contains 103217 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66302 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42316 members 
Mstep: Class 19 contains 175018 members 
Mstep: Class 20 contains 179767 members 
Mstep: Class 21 contains 32207 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 44118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844024.000000 Penalty: 33373.367188
Iteration 355Q: 16 clusters Score -9.384402e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48967 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174825 members 
Mstep: Class 11 contains 103182 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66310 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42315 members 
Mstep: Class 19 contains 175018 members 
Mstep: Class 20 contains 179784 members 
Mstep: Class 21 contains 32208 members 
Mstep: Class 22 contains 4435 members 
Mstep: Class 23 contains 44120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844016.000000 Penalty: 33373.367188
Iteration 356Q: 16 clusters Score -9.384402e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48973 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174828 members 
Mstep: Class 11 contains 103137 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66311 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42316 members 
Mstep: Class 19 contains 175017 members 
Mstep: Class 20 contains 179815 members 
Mstep: Class 21 contains 32211 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844040.000000 Penalty: 33373.367188
Iteration 357Q: 16 clusters Score -9.384404e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48971 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174834 members 
Mstep: Class 11 contains 103085 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66316 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42316 members 
Mstep: Class 19 contains 175023 members 
Mstep: Class 20 contains 179848 members 
Mstep: Class 21 contains 32211 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844088.000000 Penalty: 33373.367188
Iteration 358Q: 16 clusters Score -9.384409e+07 nChanged 114
Entering ConstructFrom: 
Score: -93844088.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -360288.250000 Penalty: 1327.930786
	Iteration 0F: 2 clusters Score -360288.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -357267.187500 Penalty: 2655.861572
	Iteration 0F: 3 clusters Score -357267.2 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -358193.406250 Penalty: 2655.861572
	Iteration 1F: 3 clusters Score -358193.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -358618.562500 Penalty: 2655.861572
	Iteration 2F: 3 clusters Score -358618.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -359022.218750 Penalty: 2655.861572
	Iteration 3F: 3 clusters Score -359022.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -359322.500000 Penalty: 2655.861572
	Iteration 4F: 3 clusters Score -359322.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -359512.062500 Penalty: 2655.861572
	Iteration 5F: 3 clusters Score -359512.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -359622.750000 Penalty: 2655.861572
	Iteration 6Q: 3 clusters Score -359622.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -359720.687500 Penalty: 2655.861572
	Iteration 7Q: 3 clusters Score -359720.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -359785.468750 Penalty: 2655.861572
	Iteration 8Q: 3 clusters Score -359785.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -359821.812500 Penalty: 2655.861572
	Iteration 9Q: 3 clusters Score -359821.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -359846.156250 Penalty: 2655.861572
	Iteration 10Q: 3 clusters Score -359846.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -359870.281250 Penalty: 2655.861572
	Iteration 11Q: 3 clusters Score -359870.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -359887.468750 Penalty: 2655.861572
	Iteration 12Q: 3 clusters Score -359887.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -359898.750000 Penalty: 2655.861572
	Iteration 13Q: 3 clusters Score -359898.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -359913.031250 Penalty: 2655.861572
	Iteration 14Q: 3 clusters Score -359913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -359920.937500 Penalty: 2655.861572
	Iteration 15Q: 3 clusters Score -359920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -359928.781250 Penalty: 2655.861572
	Iteration 16Q: 3 clusters Score -359928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -359933.781250 Penalty: 2655.861572
	Iteration 17Q: 3 clusters Score -359933.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -359936.031250 Penalty: 2655.861572
	Iteration 18Q: 3 clusters Score -359936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -359937.031250 Penalty: 2655.861572
	Iteration 19Q: 3 clusters Score -359937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -359937.437500 Penalty: 2655.861572
	Iteration 20F: 3 clusters Score -359937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -359939.875000 Penalty: 2655.861572
	Iteration 21Q: 3 clusters Score -359939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -359940.406250 Penalty: 2655.861572
	Iteration 22Q: 3 clusters Score -359940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -359940.937500 Penalty: 2655.861572
	Iteration 23Q: 3 clusters Score -359940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -359940.531250 Penalty: 2655.861572
	Iteration 24Q: 3 clusters Score -359940.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -359940.531250 Penalty: 2655.861572
	Iteration 25F: 3 clusters Score -359940.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -92038.296875 Penalty: 1116.889160
	Iteration 0F: 2 clusters Score -92038.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90679.539062 Penalty: 2233.778320
	Iteration 0F: 3 clusters Score -90679.54 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91115.117188 Penalty: 2233.778320
	Iteration 1F: 3 clusters Score -91115.12 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91357.148438 Penalty: 2233.778320
	Iteration 2F: 3 clusters Score -91357.15 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91487.609375 Penalty: 2233.778320
	Iteration 3F: 3 clusters Score -91487.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91557.617188 Penalty: 2233.778320
	Iteration 4Q: 3 clusters Score -91557.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91597.773438 Penalty: 2233.778320
	Iteration 5Q: 3 clusters Score -91597.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91627.921875 Penalty: 2233.778320
	Iteration 6Q: 3 clusters Score -91627.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91657.242188 Penalty: 2233.778320
	Iteration 7Q: 3 clusters Score -91657.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91682.664062 Penalty: 2233.778320
	Iteration 8Q: 3 clusters Score -91682.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91693.835938 Penalty: 2233.778320
	Iteration 9Q: 3 clusters Score -91693.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91699.750000 Penalty: 2233.778320
	Iteration 10Q: 3 clusters Score -91699.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91714.156250 Penalty: 2233.778320
	Iteration 11Q: 3 clusters Score -91714.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91735.992188 Penalty: 2233.778320
	Iteration 12Q: 3 clusters Score -91735.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91748.179688 Penalty: 2233.778320
	Iteration 13Q: 3 clusters Score -91748.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91752.804688 Penalty: 2233.778320
	Iteration 14Q: 3 clusters Score -91752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91758.406250 Penalty: 2233.778320
	Iteration 15Q: 3 clusters Score -91758.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91765.726562 Penalty: 2233.778320
	Iteration 16Q: 3 clusters Score -91765.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91767.296875 Penalty: 2233.778320
	Iteration 17Q: 3 clusters Score -91767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91772.398438 Penalty: 2233.778320
	Iteration 18Q: 3 clusters Score -91772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91782.453125 Penalty: 2233.778320
	Iteration 19Q: 3 clusters Score -91782.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91799.382812 Penalty: 2233.778320
	Iteration 20F: 3 clusters Score -91799.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91827.046875 Penalty: 2233.778320
	Iteration 21Q: 3 clusters Score -91827.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91842.312500 Penalty: 2233.778320
	Iteration 22Q: 3 clusters Score -91842.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91865.070312 Penalty: 2233.778320
	Iteration 23Q: 3 clusters Score -91865.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91881.468750 Penalty: 2233.778320
	Iteration 24Q: 3 clusters Score -91881.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91887.609375 Penalty: 2233.778320
	Iteration 25Q: 3 clusters Score -91887.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91890.960938 Penalty: 2233.778320
	Iteration 26Q: 3 clusters Score -91890.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91891.703125 Penalty: 2233.778320
	Iteration 27Q: 3 clusters Score -91891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91892.132812 Penalty: 2233.778320
	Iteration 28Q: 3 clusters Score -91892.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91892.132812 Penalty: 2233.778320
	Iteration 29F: 3 clusters Score -91892.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Entering Unmasked Estep 
Score: -5150217.000000 Penalty: 1754.844727
	Iteration 0F: 2 clusters Score -5150217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -5117373.000000 Penalty: 3509.689453
	Iteration 0F: 3 clusters Score -5117373 nChanged 22962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -5130592.000000 Penalty: 3509.689453
	Iteration 1F: 3 clusters Score -5130592 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -5131094.000000 Penalty: 3509.689453
	Iteration 2Q: 3 clusters Score -5131094 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -5131644.500000 Penalty: 3509.689453
	Iteration 3Q: 3 clusters Score -5131644 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5132211.500000 Penalty: 3509.689453
	Iteration 4Q: 3 clusters Score -5132212 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -5132890.000000 Penalty: 3509.689453
	Iteration 5Q: 3 clusters Score -5132890 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -5133789.000000 Penalty: 3509.689453
	Iteration 6Q: 3 clusters Score -5133789 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -5134831.500000 Penalty: 3509.689453
	Iteration 7Q: 3 clusters Score -5134832 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -5136057.000000 Penalty: 3509.689453
	Iteration 8Q: 3 clusters Score -5136057 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -5137592.500000 Penalty: 3509.689453
	Iteration 9Q: 3 clusters Score -5137592 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5139331.500000 Penalty: 3509.689453
	Iteration 10F: 3 clusters Score -5139332 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -5141198.000000 Penalty: 3509.689453
	Iteration 11F: 3 clusters Score -5141198 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5142911.500000 Penalty: 3509.689453
	Iteration 12Q: 3 clusters Score -5142912 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -5144393.000000 Penalty: 3509.689453
	Iteration 13Q: 3 clusters Score -5144393 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5145659.500000 Penalty: 3509.689453
	Iteration 14Q: 3 clusters Score -5145660 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -5146579.000000 Penalty: 3509.689453
	Iteration 15Q: 3 clusters Score -5146579 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -5147277.000000 Penalty: 3509.689453
	Iteration 16Q: 3 clusters Score -5147277 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -5147737.000000 Penalty: 3509.689453
	Iteration 17Q: 3 clusters Score -5147737 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -5148002.500000 Penalty: 3509.689453
	Iteration 18Q: 3 clusters Score -5148002 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -5148162.500000 Penalty: 3509.689453
	Iteration 19Q: 3 clusters Score -5148162 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -5148284.500000 Penalty: 3509.689453
	Iteration 20F: 3 clusters Score -5148284 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -5148384.000000 Penalty: 3509.689453
	Iteration 21Q: 3 clusters Score -5148384 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -5148472.000000 Penalty: 3509.689453
	Iteration 22Q: 3 clusters Score -5148472 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -5148552.500000 Penalty: 3509.689453
	Iteration 23Q: 3 clusters Score -5148552 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -5148611.500000 Penalty: 3509.689453
	Iteration 24Q: 3 clusters Score -5148612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -5148679.500000 Penalty: 3509.689453
	Iteration 25Q: 3 clusters Score -5148680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -5148714.000000 Penalty: 3509.689453
	Iteration 26Q: 3 clusters Score -5148714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -5148746.000000 Penalty: 3509.689453
	Iteration 27Q: 3 clusters Score -5148746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -5148785.000000 Penalty: 3509.689453
	Iteration 28Q: 3 clusters Score -5148785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -5148810.500000 Penalty: 3509.689453
	Iteration 29Q: 3 clusters Score -5148810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -5148825.500000 Penalty: 3509.689453
	Iteration 30Q: 3 clusters Score -5148826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -5148827.000000 Penalty: 3509.689453
	Iteration 31Q: 3 clusters Score -5148827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -5148837.000000 Penalty: 3509.689453
	Iteration 32Q: 3 clusters Score -5148837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -5148846.000000 Penalty: 3509.689453
	Iteration 33Q: 3 clusters Score -5148846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -5148862.000000 Penalty: 3509.689453
	Iteration 34Q: 3 clusters Score -5148862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -5148872.500000 Penalty: 3509.689453
	Iteration 35Q: 3 clusters Score -5148872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5148885.500000 Penalty: 3509.689453
	Iteration 36Q: 3 clusters Score -5148886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -5148891.000000 Penalty: 3509.689453
	Iteration 37Q: 3 clusters Score -5148891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -5148901.500000 Penalty: 3509.689453
	Iteration 38Q: 3 clusters Score -5148902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -5148923.500000 Penalty: 3509.689453
	Iteration 39Q: 3 clusters Score -5148924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5148934.500000 Penalty: 3509.689453
	Iteration 40F: 3 clusters Score -5148934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5148940.000000 Penalty: 3509.689453
	Iteration 41Q: 3 clusters Score -5148940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -5148952.500000 Penalty: 3509.689453
	Iteration 42Q: 3 clusters Score -5148952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -5148956.500000 Penalty: 3509.689453
	Iteration 43Q: 3 clusters Score -5148956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5148972.500000 Penalty: 3509.689453
	Iteration 44Q: 3 clusters Score -5148972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -5148972.500000 Penalty: 3509.689453
	Iteration 45Q: 3 clusters Score -5148972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5148975.500000 Penalty: 3509.689453
	Iteration 46Q: 3 clusters Score -5148976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5148977.000000 Penalty: 3509.689453
	Iteration 47Q: 3 clusters Score -5148977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5148987.500000 Penalty: 3509.689453
	Iteration 48Q: 3 clusters Score -5148988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -5148990.500000 Penalty: 3509.689453
	Iteration 49Q: 3 clusters Score -5148990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -5148997.500000 Penalty: 3509.689453
	Iteration 50Q: 3 clusters Score -5148998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -5149006.000000 Penalty: 3509.689453
	Iteration 51Q: 3 clusters Score -5149006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -5149008.500000 Penalty: 3509.689453
	Iteration 52Q: 3 clusters Score -5149008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5149007.500000 Penalty: 3509.689453
	Iteration 53Q: 3 clusters Score -5149008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -5149009.000000 Penalty: 3509.689453
	Iteration 54Q: 3 clusters Score -5149009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -5149013.500000 Penalty: 3509.689453
	Iteration 55Q: 3 clusters Score -5149014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -5149012.000000 Penalty: 3509.689453
	Iteration 56Q: 3 clusters Score -5149012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5149022.500000 Penalty: 3509.689453
	Iteration 57Q: 3 clusters Score -5149022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5149021.000000 Penalty: 3509.689453
	Iteration 58Q: 3 clusters Score -5149021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -5149027.500000 Penalty: 3509.689453
	Iteration 59Q: 3 clusters Score -5149028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5149027.500000 Penalty: 3509.689453
	Iteration 60F: 3 clusters Score -5149028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -5149019.500000 Penalty: 3509.689453
	Iteration 61Q: 3 clusters Score -5149020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -5149016.500000 Penalty: 3509.689453
	Iteration 62Q: 3 clusters Score -5149016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5149021.000000 Penalty: 3509.689453
	Iteration 63Q: 3 clusters Score -5149021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -5149019.000000 Penalty: 3509.689453
	Iteration 64Q: 3 clusters Score -5149019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -5149017.500000 Penalty: 3509.689453
	Iteration 65Q: 3 clusters Score -5149018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -5149022.000000 Penalty: 3509.689453
	Iteration 66Q: 3 clusters Score -5149022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -5149026.500000 Penalty: 3509.689453
	Iteration 67Q: 3 clusters Score -5149026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -5149028.000000 Penalty: 3509.689453
	Iteration 68Q: 3 clusters Score -5149028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -5149032.500000 Penalty: 3509.689453
	Iteration 69Q: 3 clusters Score -5149032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5149037.500000 Penalty: 3509.689453
	Iteration 70Q: 3 clusters Score -5149038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5149033.500000 Penalty: 3509.689453
	Iteration 71Q: 3 clusters Score -5149034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5149033.500000 Penalty: 3509.689453
	Iteration 72Q: 3 clusters Score -5149034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5149038.500000 Penalty: 3509.689453
	Iteration 73Q: 3 clusters Score -5149038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -5149037.000000 Penalty: 3509.689453
	Iteration 74Q: 3 clusters Score -5149037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5149043.000000 Penalty: 3509.689453
	Iteration 75Q: 3 clusters Score -5149043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5149049.500000 Penalty: 3509.689453
	Iteration 76Q: 3 clusters Score -5149050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5149051.000000 Penalty: 3509.689453
	Iteration 77Q: 3 clusters Score -5149051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -5149053.000000 Penalty: 3509.689453
	Iteration 78Q: 3 clusters Score -5149053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -5149049.000000 Penalty: 3509.689453
	Iteration 79Q: 3 clusters Score -5149049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5149053.000000 Penalty: 3509.689453
	Iteration 80F: 3 clusters Score -5149053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -5149055.000000 Penalty: 3509.689453
	Iteration 81Q: 3 clusters Score -5149055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -5149055.500000 Penalty: 3509.689453
	Iteration 82Q: 3 clusters Score -5149056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5149058.000000 Penalty: 3509.689453
	Iteration 83Q: 3 clusters Score -5149058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -5149058.000000 Penalty: 3509.689453
	Iteration 84Q: 3 clusters Score -5149058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5149060.000000 Penalty: 3509.689453
	Iteration 85Q: 3 clusters Score -5149060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5149060.000000 Penalty: 3509.689453
	Iteration 86F: 3 clusters Score -5149060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Entering Unmasked Estep 
Score: -501210.531250 Penalty: 1374.230957
	Iteration 0F: 2 clusters Score -501210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -497402.468750 Penalty: 2748.461914
	Iteration 0F: 3 clusters Score -497402.5 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -498428.656250 Penalty: 2748.461914
	Iteration 1F: 3 clusters Score -498428.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -498630.031250 Penalty: 2748.461914
	Iteration 2F: 3 clusters Score -498630 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -498768.375000 Penalty: 2748.461914
	Iteration 3F: 3 clusters Score -498768.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -498882.343750 Penalty: 2748.461914
	Iteration 4Q: 3 clusters Score -498882.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -498983.093750 Penalty: 2748.461914
	Iteration 5Q: 3 clusters Score -498983.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -499071.781250 Penalty: 2748.461914
	Iteration 6Q: 3 clusters Score -499071.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -499172.343750 Penalty: 2748.461914
	Iteration 7Q: 3 clusters Score -499172.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -499275.750000 Penalty: 2748.461914
	Iteration 8Q: 3 clusters Score -499275.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -499365.093750 Penalty: 2748.461914
	Iteration 9Q: 3 clusters Score -499365.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -499445.375000 Penalty: 2748.461914
	Iteration 10Q: 3 clusters Score -499445.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -499512.125000 Penalty: 2748.461914
	Iteration 11Q: 3 clusters Score -499512.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -499585.531250 Penalty: 2748.461914
	Iteration 12Q: 3 clusters Score -499585.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -499660.937500 Penalty: 2748.461914
	Iteration 13Q: 3 clusters Score -499660.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -499734.750000 Penalty: 2748.461914
	Iteration 14Q: 3 clusters Score -499734.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -499806.843750 Penalty: 2748.461914
	Iteration 15Q: 3 clusters Score -499806.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -499879.781250 Penalty: 2748.461914
	Iteration 16Q: 3 clusters Score -499879.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -499945.500000 Penalty: 2748.461914
	Iteration 17Q: 3 clusters Score -499945.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -500010.937500 Penalty: 2748.461914
	Iteration 18Q: 3 clusters Score -500010.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -500057.531250 Penalty: 2748.461914
	Iteration 19Q: 3 clusters Score -500057.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -500094.531250 Penalty: 2748.461914
	Iteration 20F: 3 clusters Score -500094.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -500135.812500 Penalty: 2748.461914
	Iteration 21Q: 3 clusters Score -500135.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -500175.250000 Penalty: 2748.461914
	Iteration 22Q: 3 clusters Score -500175.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -500198.125000 Penalty: 2748.461914
	Iteration 23Q: 3 clusters Score -500198.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -500217.187500 Penalty: 2748.461914
	Iteration 24Q: 3 clusters Score -500217.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -500232.062500 Penalty: 2748.461914
	Iteration 25Q: 3 clusters Score -500232.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -500243.656250 Penalty: 2748.461914
	Iteration 26Q: 3 clusters Score -500243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -500250.406250 Penalty: 2748.461914
	Iteration 27Q: 3 clusters Score -500250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -500253.406250 Penalty: 2748.461914
	Iteration 28Q: 3 clusters Score -500253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -500255.968750 Penalty: 2748.461914
	Iteration 29Q: 3 clusters Score -500256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -500258.625000 Penalty: 2748.461914
	Iteration 30Q: 3 clusters Score -500258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -500259.812500 Penalty: 2748.461914
	Iteration 31Q: 3 clusters Score -500259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -500260.312500 Penalty: 2748.461914
	Iteration 32Q: 3 clusters Score -500260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -500261.562500 Penalty: 2748.461914
	Iteration 33Q: 3 clusters Score -500261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -500262.375000 Penalty: 2748.461914
	Iteration 34Q: 3 clusters Score -500262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -500262.718750 Penalty: 2748.461914
	Iteration 35Q: 3 clusters Score -500262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -500266.187500 Penalty: 2748.461914
	Iteration 36Q: 3 clusters Score -500266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -500269.406250 Penalty: 2748.461914
	Iteration 37Q: 3 clusters Score -500269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -500270.750000 Penalty: 2748.461914
	Iteration 38Q: 3 clusters Score -500270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -500271.906250 Penalty: 2748.461914
	Iteration 39Q: 3 clusters Score -500271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -500272.281250 Penalty: 2748.461914
	Iteration 40F: 3 clusters Score -500272.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -500273.812500 Penalty: 2748.461914
	Iteration 41Q: 3 clusters Score -500273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -500275.000000 Penalty: 2748.461914
	Iteration 42Q: 3 clusters Score -500275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -500275.000000 Penalty: 2748.461914
	Iteration 43F: 3 clusters Score -500275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174827 members 
Entering Unmasked Estep 
Score: -18959650.000000 Penalty: 1961.627197
	Iteration 0F: 2 clusters Score -1.895965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -18844230.000000 Penalty: 3923.254395
	Iteration 0F: 3 clusters Score -1.884423e+07 nChanged 84708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -18894186.000000 Penalty: 3923.254395
	Iteration 1F: 3 clusters Score -1.889419e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -18895218.000000 Penalty: 3923.254395
	Iteration 2Q: 3 clusters Score -1.889522e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -18896228.000000 Penalty: 3923.254395
	Iteration 3Q: 3 clusters Score -1.889623e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86938 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -18897798.000000 Penalty: 3923.254395
	Iteration 4Q: 3 clusters Score -1.88978e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -18899704.000000 Penalty: 3923.254395
	Iteration 5Q: 3 clusters Score -1.88997e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -18902020.000000 Penalty: 3923.254395
	Iteration 6Q: 3 clusters Score -1.890202e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 87115 members 
Entering Unmasked Estep 
Score: -18904926.000000 Penalty: 3923.254395
	Iteration 7Q: 3 clusters Score -1.890493e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -18908122.000000 Penalty: 3923.254395
	Iteration 8Q: 3 clusters Score -1.890812e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -18912066.000000 Penalty: 3923.254395
	Iteration 9Q: 3 clusters Score -1.891207e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -18917022.000000 Penalty: 3923.254395
	Iteration 10F: 3 clusters Score -1.891702e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -18922478.000000 Penalty: 3923.254395
	Iteration 11F: 3 clusters Score -1.892248e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -18928732.000000 Penalty: 3923.254395
	Iteration 12F: 3 clusters Score -1.892873e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -18933748.000000 Penalty: 3923.254395
	Iteration 13F: 3 clusters Score -1.893375e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -18936920.000000 Penalty: 3923.254395
	Iteration 14Q: 3 clusters Score -1.893692e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107270 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -18938234.000000 Penalty: 3923.254395
	Iteration 15Q: 3 clusters Score -1.893823e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -18939098.000000 Penalty: 3923.254395
	Iteration 16Q: 3 clusters Score -1.89391e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110466 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -18939806.000000 Penalty: 3923.254395
	Iteration 17Q: 3 clusters Score -1.893981e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111806 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -18940392.000000 Penalty: 3923.254395
	Iteration 18Q: 3 clusters Score -1.894039e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113033 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -18941062.000000 Penalty: 3923.254395
	Iteration 19Q: 3 clusters Score -1.894106e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -18941496.000000 Penalty: 3923.254395
	Iteration 20F: 3 clusters Score -1.89415e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115365 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -18942130.000000 Penalty: 3923.254395
	Iteration 21Q: 3 clusters Score -1.894213e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116504 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -18942674.000000 Penalty: 3923.254395
	Iteration 22Q: 3 clusters Score -1.894267e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117535 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -18943110.000000 Penalty: 3923.254395
	Iteration 23Q: 3 clusters Score -1.894311e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -18943470.000000 Penalty: 3923.254395
	Iteration 24Q: 3 clusters Score -1.894347e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119375 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -18943818.000000 Penalty: 3923.254395
	Iteration 25Q: 3 clusters Score -1.894382e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120210 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -18944118.000000 Penalty: 3923.254395
	Iteration 26Q: 3 clusters Score -1.894412e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -18944402.000000 Penalty: 3923.254395
	Iteration 27Q: 3 clusters Score -1.89444e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121547 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -18944568.000000 Penalty: 3923.254395
	Iteration 28Q: 3 clusters Score -1.894457e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122149 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -18944796.000000 Penalty: 3923.254395
	Iteration 29Q: 3 clusters Score -1.89448e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122687 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -18944902.000000 Penalty: 3923.254395
	Iteration 30Q: 3 clusters Score -1.89449e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123151 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -18944948.000000 Penalty: 3923.254395
	Iteration 31Q: 3 clusters Score -1.894495e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123587 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -18945114.000000 Penalty: 3923.254395
	Iteration 32Q: 3 clusters Score -1.894511e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -18945180.000000 Penalty: 3923.254395
	Iteration 33Q: 3 clusters Score -1.894518e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -18945230.000000 Penalty: 3923.254395
	Iteration 34Q: 3 clusters Score -1.894523e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124634 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -18945328.000000 Penalty: 3923.254395
	Iteration 35Q: 3 clusters Score -1.894533e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124947 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -18945344.000000 Penalty: 3923.254395
	Iteration 36Q: 3 clusters Score -1.894534e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125188 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -18945436.000000 Penalty: 3923.254395
	Iteration 37Q: 3 clusters Score -1.894544e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125374 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -18945422.000000 Penalty: 3923.254395
	Iteration 38Q: 3 clusters Score -1.894542e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125535 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -18945510.000000 Penalty: 3923.254395
	Iteration 39Q: 3 clusters Score -1.894551e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -18945474.000000 Penalty: 3923.254395
	Iteration 40F: 3 clusters Score -1.894547e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125873 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -18945468.000000 Penalty: 3923.254395
	Iteration 41Q: 3 clusters Score -1.894547e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126014 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -18945518.000000 Penalty: 3923.254395
	Iteration 42Q: 3 clusters Score -1.894552e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126130 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -18945522.000000 Penalty: 3923.254395
	Iteration 43Q: 3 clusters Score -1.894552e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -18945504.000000 Penalty: 3923.254395
	Iteration 44Q: 3 clusters Score -1.89455e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -18945516.000000 Penalty: 3923.254395
	Iteration 45Q: 3 clusters Score -1.894552e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -18945526.000000 Penalty: 3923.254395
	Iteration 46Q: 3 clusters Score -1.894553e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126484 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -18945540.000000 Penalty: 3923.254395
	Iteration 47Q: 3 clusters Score -1.894554e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126565 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -18945554.000000 Penalty: 3923.254395
	Iteration 48Q: 3 clusters Score -1.894555e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126646 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -18945552.000000 Penalty: 3923.254395
	Iteration 49Q: 3 clusters Score -1.894555e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126716 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -18945516.000000 Penalty: 3923.254395
	Iteration 50Q: 3 clusters Score -1.894552e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126765 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -18945534.000000 Penalty: 3923.254395
	Iteration 51Q: 3 clusters Score -1.894553e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126821 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -18945496.000000 Penalty: 3923.254395
	Iteration 52Q: 3 clusters Score -1.89455e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -18945536.000000 Penalty: 3923.254395
	Iteration 53Q: 3 clusters Score -1.894554e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126956 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -18945566.000000 Penalty: 3923.254395
	Iteration 54Q: 3 clusters Score -1.894557e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127045 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -18945620.000000 Penalty: 3923.254395
	Iteration 55Q: 3 clusters Score -1.894562e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127143 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -18945634.000000 Penalty: 3923.254395
	Iteration 56Q: 3 clusters Score -1.894563e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127217 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -18945624.000000 Penalty: 3923.254395
	Iteration 57Q: 3 clusters Score -1.894562e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127269 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -18945614.000000 Penalty: 3923.254395
	Iteration 58Q: 3 clusters Score -1.894561e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127303 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -18945620.000000 Penalty: 3923.254395
	Iteration 59Q: 3 clusters Score -1.894562e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127333 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -18945640.000000 Penalty: 3923.254395
	Iteration 60F: 3 clusters Score -1.894564e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127359 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -18945646.000000 Penalty: 3923.254395
	Iteration 61Q: 3 clusters Score -1.894565e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -18945662.000000 Penalty: 3923.254395
	Iteration 62Q: 3 clusters Score -1.894566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127403 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -18945674.000000 Penalty: 3923.254395
	Iteration 63Q: 3 clusters Score -1.894567e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127427 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -18945684.000000 Penalty: 3923.254395
	Iteration 64Q: 3 clusters Score -1.894568e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127450 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -18945674.000000 Penalty: 3923.254395
	Iteration 65Q: 3 clusters Score -1.894567e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127478 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -18945680.000000 Penalty: 3923.254395
	Iteration 66Q: 3 clusters Score -1.894568e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127499 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -18945682.000000 Penalty: 3923.254395
	Iteration 67Q: 3 clusters Score -1.894568e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127520 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -18945638.000000 Penalty: 3923.254395
	Iteration 68Q: 3 clusters Score -1.894564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -18945646.000000 Penalty: 3923.254395
	Iteration 69Q: 3 clusters Score -1.894565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127565 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -18945672.000000 Penalty: 3923.254395
	Iteration 70Q: 3 clusters Score -1.894567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127576 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -18945678.000000 Penalty: 3923.254395
	Iteration 71Q: 3 clusters Score -1.894568e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127591 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -18945668.000000 Penalty: 3923.254395
	Iteration 72Q: 3 clusters Score -1.894567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127609 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -18945666.000000 Penalty: 3923.254395
	Iteration 73Q: 3 clusters Score -1.894567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127619 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -18945668.000000 Penalty: 3923.254395
	Iteration 74Q: 3 clusters Score -1.894567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127630 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -18945668.000000 Penalty: 3923.254395
	Iteration 75Q: 3 clusters Score -1.894567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127639 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -18945692.000000 Penalty: 3923.254395
	Iteration 76Q: 3 clusters Score -1.894569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127648 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -18945706.000000 Penalty: 3923.254395
	Iteration 77Q: 3 clusters Score -1.894571e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127662 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -18945682.000000 Penalty: 3923.254395
	Iteration 78Q: 3 clusters Score -1.894568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127668 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -18945700.000000 Penalty: 3923.254395
	Iteration 79Q: 3 clusters Score -1.89457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127680 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -18945720.000000 Penalty: 3923.254395
	Iteration 80F: 3 clusters Score -1.894572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127684 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -18945718.000000 Penalty: 3923.254395
	Iteration 81Q: 3 clusters Score -1.894572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127686 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -18945710.000000 Penalty: 3923.254395
	Iteration 82Q: 3 clusters Score -1.894571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127687 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -18945714.000000 Penalty: 3923.254395
	Iteration 83Q: 3 clusters Score -1.894571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127690 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -18945712.000000 Penalty: 3923.254395
	Iteration 84Q: 3 clusters Score -1.894571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -18945710.000000 Penalty: 3923.254395
	Iteration 85Q: 3 clusters Score -1.894571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127695 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -18945718.000000 Penalty: 3923.254395
	Iteration 86Q: 3 clusters Score -1.894572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -18945724.000000 Penalty: 3923.254395
	Iteration 87Q: 3 clusters Score -1.894572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127697 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -18945714.000000 Penalty: 3923.254395
	Iteration 88Q: 3 clusters Score -1.894571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -18945720.000000 Penalty: 3923.254395
	Iteration 89Q: 3 clusters Score -1.894572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127701 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -18945724.000000 Penalty: 3923.254395
	Iteration 90Q: 3 clusters Score -1.894572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127704 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -18945720.000000 Penalty: 3923.254395
	Iteration 91Q: 3 clusters Score -1.894572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127707 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -18945706.000000 Penalty: 3923.254395
	Iteration 92Q: 3 clusters Score -1.894571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -18945716.000000 Penalty: 3923.254395
	Iteration 93Q: 3 clusters Score -1.894572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127709 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -18945720.000000 Penalty: 3923.254395
	Iteration 94Q: 3 clusters Score -1.894572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127713 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -18945720.000000 Penalty: 3923.254395
	Iteration 95Q: 3 clusters Score -1.894572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127714 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -18945728.000000 Penalty: 3923.254395
	Iteration 96Q: 3 clusters Score -1.894573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -18945730.000000 Penalty: 3923.254395
	Iteration 97Q: 3 clusters Score -1.894573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -18945732.000000 Penalty: 3923.254395
	Iteration 98Q: 3 clusters Score -1.894573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -18945730.000000 Penalty: 3923.254395
	Iteration 99Q: 3 clusters Score -1.894573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -18945730.000000 Penalty: 3923.254395
	Iteration 100F: 3 clusters Score -1.894573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Entering Unmasked Estep 
Score: -11195999.000000 Penalty: 1875.696289
	Iteration 0F: 2 clusters Score -1.1196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -11126964.000000 Penalty: 3751.392578
	Iteration 0F: 3 clusters Score -1.112696e+07 nChanged 49410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -11155549.000000 Penalty: 3751.392578
	Iteration 1F: 3 clusters Score -1.115555e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -11156187.000000 Penalty: 3751.392578
	Iteration 2Q: 3 clusters Score -1.115619e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -11157103.000000 Penalty: 3751.392578
	Iteration 3Q: 3 clusters Score -1.11571e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -11158121.000000 Penalty: 3751.392578
	Iteration 4Q: 3 clusters Score -1.115812e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -11159725.000000 Penalty: 3751.392578
	Iteration 5Q: 3 clusters Score -1.115972e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -11162347.000000 Penalty: 3751.392578
	Iteration 6Q: 3 clusters Score -1.116235e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -11166680.000000 Penalty: 3751.392578
	Iteration 7F: 3 clusters Score -1.116668e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -11172748.000000 Penalty: 3751.392578
	Iteration 8F: 3 clusters Score -1.117275e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -11179429.000000 Penalty: 3751.392578
	Iteration 9F: 3 clusters Score -1.117943e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -11184904.000000 Penalty: 3751.392578
	Iteration 10F: 3 clusters Score -1.11849e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -11187632.000000 Penalty: 3751.392578
	Iteration 11Q: 3 clusters Score -1.118763e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -11189076.000000 Penalty: 3751.392578
	Iteration 12Q: 3 clusters Score -1.118908e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -11190020.000000 Penalty: 3751.392578
	Iteration 13Q: 3 clusters Score -1.119002e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -11190573.000000 Penalty: 3751.392578
	Iteration 14Q: 3 clusters Score -1.119057e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 84531 members 
Entering Unmasked Estep 
Score: -11191184.000000 Penalty: 3751.392578
	Iteration 15Q: 3 clusters Score -1.119118e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -11191613.000000 Penalty: 3751.392578
	Iteration 16Q: 3 clusters Score -1.119161e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -11191897.000000 Penalty: 3751.392578
	Iteration 17Q: 3 clusters Score -1.11919e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -11192116.000000 Penalty: 3751.392578
	Iteration 18Q: 3 clusters Score -1.119212e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -11192393.000000 Penalty: 3751.392578
	Iteration 19Q: 3 clusters Score -1.119239e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -11192540.000000 Penalty: 3751.392578
	Iteration 20F: 3 clusters Score -1.119254e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -11192719.000000 Penalty: 3751.392578
	Iteration 21Q: 3 clusters Score -1.119272e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -11192885.000000 Penalty: 3751.392578
	Iteration 22Q: 3 clusters Score -1.119288e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -11192949.000000 Penalty: 3751.392578
	Iteration 23Q: 3 clusters Score -1.119295e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -11192991.000000 Penalty: 3751.392578
	Iteration 24Q: 3 clusters Score -1.119299e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -11193040.000000 Penalty: 3751.392578
	Iteration 25Q: 3 clusters Score -1.119304e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -11193089.000000 Penalty: 3751.392578
	Iteration 26Q: 3 clusters Score -1.119309e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -11193166.000000 Penalty: 3751.392578
	Iteration 27Q: 3 clusters Score -1.119317e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -11193220.000000 Penalty: 3751.392578
	Iteration 28Q: 3 clusters Score -1.119322e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -11193272.000000 Penalty: 3751.392578
	Iteration 29Q: 3 clusters Score -1.119327e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -11193298.000000 Penalty: 3751.392578
	Iteration 30Q: 3 clusters Score -1.11933e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -11193318.000000 Penalty: 3751.392578
	Iteration 31Q: 3 clusters Score -1.119332e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -11193359.000000 Penalty: 3751.392578
	Iteration 32Q: 3 clusters Score -1.119336e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -11193388.000000 Penalty: 3751.392578
	Iteration 33Q: 3 clusters Score -1.119339e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -11193439.000000 Penalty: 3751.392578
	Iteration 34Q: 3 clusters Score -1.119344e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 93563 members 
Entering Unmasked Estep 
Score: -11193484.000000 Penalty: 3751.392578
	Iteration 35Q: 3 clusters Score -1.119348e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -11193495.000000 Penalty: 3751.392578
	Iteration 36Q: 3 clusters Score -1.11935e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -11193534.000000 Penalty: 3751.392578
	Iteration 37Q: 3 clusters Score -1.119353e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -11193537.000000 Penalty: 3751.392578
	Iteration 38Q: 3 clusters Score -1.119354e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -11193586.000000 Penalty: 3751.392578
	Iteration 39Q: 3 clusters Score -1.119359e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -11193591.000000 Penalty: 3751.392578
	Iteration 40F: 3 clusters Score -1.119359e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -11193615.000000 Penalty: 3751.392578
	Iteration 41Q: 3 clusters Score -1.119362e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -11193654.000000 Penalty: 3751.392578
	Iteration 42Q: 3 clusters Score -1.119365e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -11193686.000000 Penalty: 3751.392578
	Iteration 43Q: 3 clusters Score -1.119369e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -11193709.000000 Penalty: 3751.392578
	Iteration 44Q: 3 clusters Score -1.119371e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -11193721.000000 Penalty: 3751.392578
	Iteration 45Q: 3 clusters Score -1.119372e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -11193737.000000 Penalty: 3751.392578
	Iteration 46Q: 3 clusters Score -1.119374e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -11193742.000000 Penalty: 3751.392578
	Iteration 47Q: 3 clusters Score -1.119374e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -11193740.000000 Penalty: 3751.392578
	Iteration 48Q: 3 clusters Score -1.119374e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -11193766.000000 Penalty: 3751.392578
	Iteration 49Q: 3 clusters Score -1.119377e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -11193749.000000 Penalty: 3751.392578
	Iteration 50Q: 3 clusters Score -1.119375e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -11193775.000000 Penalty: 3751.392578
	Iteration 51Q: 3 clusters Score -1.119378e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -11193784.000000 Penalty: 3751.392578
	Iteration 52Q: 3 clusters Score -1.119378e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 96087 members 
Entering Unmasked Estep 
Score: -11193786.000000 Penalty: 3751.392578
	Iteration 53Q: 3 clusters Score -1.119379e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 96222 members 
Entering Unmasked Estep 
Score: -11193800.000000 Penalty: 3751.392578
	Iteration 54Q: 3 clusters Score -1.11938e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -11193818.000000 Penalty: 3751.392578
	Iteration 55Q: 3 clusters Score -1.119382e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 96494 members 
Entering Unmasked Estep 
Score: -11193841.000000 Penalty: 3751.392578
	Iteration 56Q: 3 clusters Score -1.119384e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -11193877.000000 Penalty: 3751.392578
	Iteration 57Q: 3 clusters Score -1.119388e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -11193870.000000 Penalty: 3751.392578
	Iteration 58Q: 3 clusters Score -1.119387e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 96877 members 
Entering Unmasked Estep 
Score: -11193868.000000 Penalty: 3751.392578
	Iteration 59Q: 3 clusters Score -1.119387e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 96978 members 
Entering Unmasked Estep 
Score: -11193898.000000 Penalty: 3751.392578
	Iteration 60F: 3 clusters Score -1.11939e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -11193914.000000 Penalty: 3751.392578
	Iteration 61Q: 3 clusters Score -1.119391e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -11193943.000000 Penalty: 3751.392578
	Iteration 62Q: 3 clusters Score -1.119394e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 97251 members 
Entering Unmasked Estep 
Score: -11193951.000000 Penalty: 3751.392578
	Iteration 63Q: 3 clusters Score -1.119395e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
Score: -11193963.000000 Penalty: 3751.392578
	Iteration 64Q: 3 clusters Score -1.119396e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -11193982.000000 Penalty: 3751.392578
	Iteration 65Q: 3 clusters Score -1.119398e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -11193969.000000 Penalty: 3751.392578
	Iteration 66Q: 3 clusters Score -1.119397e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 97578 members 
Entering Unmasked Estep 
Score: -11193969.000000 Penalty: 3751.392578
	Iteration 67Q: 3 clusters Score -1.119397e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -11193977.000000 Penalty: 3751.392578
	Iteration 68Q: 3 clusters Score -1.119398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -11193983.000000 Penalty: 3751.392578
	Iteration 69Q: 3 clusters Score -1.119398e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -11194031.000000 Penalty: 3751.392578
	Iteration 70Q: 3 clusters Score -1.119403e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -11194027.000000 Penalty: 3751.392578
	Iteration 71Q: 3 clusters Score -1.119403e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -11194032.000000 Penalty: 3751.392578
	Iteration 72Q: 3 clusters Score -1.119403e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 98080 members 
Entering Unmasked Estep 
Score: -11194025.000000 Penalty: 3751.392578
	Iteration 73Q: 3 clusters Score -1.119402e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -11194037.000000 Penalty: 3751.392578
	Iteration 74Q: 3 clusters Score -1.119404e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -11194069.000000 Penalty: 3751.392578
	Iteration 75Q: 3 clusters Score -1.119407e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -11194054.000000 Penalty: 3751.392578
	Iteration 76Q: 3 clusters Score -1.119405e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -11194085.000000 Penalty: 3751.392578
	Iteration 77Q: 3 clusters Score -1.119408e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -11194112.000000 Penalty: 3751.392578
	Iteration 78Q: 3 clusters Score -1.119411e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -11194113.000000 Penalty: 3751.392578
	Iteration 79Q: 3 clusters Score -1.119411e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -11194112.000000 Penalty: 3751.392578
	Iteration 80F: 3 clusters Score -1.119411e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -11194127.000000 Penalty: 3751.392578
	Iteration 81Q: 3 clusters Score -1.119413e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 98797 members 
Entering Unmasked Estep 
Score: -11194118.000000 Penalty: 3751.392578
	Iteration 82Q: 3 clusters Score -1.119412e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -11194129.000000 Penalty: 3751.392578
	Iteration 83Q: 3 clusters Score -1.119413e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -11194126.000000 Penalty: 3751.392578
	Iteration 84Q: 3 clusters Score -1.119413e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 99010 members 
Entering Unmasked Estep 
Score: -11194139.000000 Penalty: 3751.392578
	Iteration 85Q: 3 clusters Score -1.119414e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -11194142.000000 Penalty: 3751.392578
	Iteration 86Q: 3 clusters Score -1.119414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -11194139.000000 Penalty: 3751.392578
	Iteration 87Q: 3 clusters Score -1.119414e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 99168 members 
Entering Unmasked Estep 
Score: -11194123.000000 Penalty: 3751.392578
	Iteration 88Q: 3 clusters Score -1.119412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -11194154.000000 Penalty: 3751.392578
	Iteration 89Q: 3 clusters Score -1.119415e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 99259 members 
Entering Unmasked Estep 
Score: -11194163.000000 Penalty: 3751.392578
	Iteration 90Q: 3 clusters Score -1.119416e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -11194143.000000 Penalty: 3751.392578
	Iteration 91Q: 3 clusters Score -1.119414e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -11194159.000000 Penalty: 3751.392578
	Iteration 92Q: 3 clusters Score -1.119416e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -11194161.000000 Penalty: 3751.392578
	Iteration 93Q: 3 clusters Score -1.119416e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -11194183.000000 Penalty: 3751.392578
	Iteration 94Q: 3 clusters Score -1.119418e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
Score: -11194172.000000 Penalty: 3751.392578
	Iteration 95Q: 3 clusters Score -1.119417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 99445 members 
Entering Unmasked Estep 
Score: -11194182.000000 Penalty: 3751.392578
	Iteration 96Q: 3 clusters Score -1.119418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -11194184.000000 Penalty: 3751.392578
	Iteration 97Q: 3 clusters Score -1.119418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -11194178.000000 Penalty: 3751.392578
	Iteration 98Q: 3 clusters Score -1.119418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -11194189.000000 Penalty: 3751.392578
	Iteration 99Q: 3 clusters Score -1.119419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -11194191.000000 Penalty: 3751.392578
	Iteration 100F: 3 clusters Score -1.119419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 99520 members 
Entering Unmasked Estep 
Score: -11194198.000000 Penalty: 3751.392578
	Iteration 101Q: 3 clusters Score -1.11942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 99536 members 
Entering Unmasked Estep 
Score: -11194197.000000 Penalty: 3751.392578
	Iteration 102Q: 3 clusters Score -1.11942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -11194199.000000 Penalty: 3751.392578
	Iteration 103Q: 3 clusters Score -1.11942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -11194202.000000 Penalty: 3751.392578
	Iteration 104Q: 3 clusters Score -1.11942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 99589 members 
Entering Unmasked Estep 
Score: -11194211.000000 Penalty: 3751.392578
	Iteration 105Q: 3 clusters Score -1.119421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 99608 members 
Entering Unmasked Estep 
Score: -11194222.000000 Penalty: 3751.392578
	Iteration 106Q: 3 clusters Score -1.119422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -11194217.000000 Penalty: 3751.392578
	Iteration 107Q: 3 clusters Score -1.119422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -11194222.000000 Penalty: 3751.392578
	Iteration 108Q: 3 clusters Score -1.119422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -11194233.000000 Penalty: 3751.392578
	Iteration 109Q: 3 clusters Score -1.119423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -11194249.000000 Penalty: 3751.392578
	Iteration 110Q: 3 clusters Score -1.119425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -11194250.000000 Penalty: 3751.392578
	Iteration 111Q: 3 clusters Score -1.119425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -11194259.000000 Penalty: 3751.392578
	Iteration 112Q: 3 clusters Score -1.119426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -11194253.000000 Penalty: 3751.392578
	Iteration 113Q: 3 clusters Score -1.119425e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -11194282.000000 Penalty: 3751.392578
	Iteration 114Q: 3 clusters Score -1.119428e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -11194264.000000 Penalty: 3751.392578
	Iteration 115Q: 3 clusters Score -1.119426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -11194285.000000 Penalty: 3751.392578
	Iteration 116Q: 3 clusters Score -1.119428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -11194286.000000 Penalty: 3751.392578
	Iteration 117Q: 3 clusters Score -1.119429e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -11194292.000000 Penalty: 3751.392578
	Iteration 118Q: 3 clusters Score -1.119429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -11194284.000000 Penalty: 3751.392578
	Iteration 119Q: 3 clusters Score -1.119428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 99988 members 
Entering Unmasked Estep 
Score: -11194295.000000 Penalty: 3751.392578
	Iteration 120F: 3 clusters Score -1.11943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -11194286.000000 Penalty: 3751.392578
	Iteration 121Q: 3 clusters Score -1.119429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -11194293.000000 Penalty: 3751.392578
	Iteration 122Q: 3 clusters Score -1.119429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -11194292.000000 Penalty: 3751.392578
	Iteration 123Q: 3 clusters Score -1.119429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -11194285.000000 Penalty: 3751.392578
	Iteration 124Q: 3 clusters Score -1.119428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -11194294.000000 Penalty: 3751.392578
	Iteration 125Q: 3 clusters Score -1.119429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -11194300.000000 Penalty: 3751.392578
	Iteration 126Q: 3 clusters Score -1.11943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 100083 members 
Entering Unmasked Estep 
Score: -11194301.000000 Penalty: 3751.392578
	Iteration 127Q: 3 clusters Score -1.11943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -11194303.000000 Penalty: 3751.392578
	Iteration 128Q: 3 clusters Score -1.11943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -11194302.000000 Penalty: 3751.392578
	Iteration 129Q: 3 clusters Score -1.11943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -11194304.000000 Penalty: 3751.392578
	Iteration 130Q: 3 clusters Score -1.11943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -11194305.000000 Penalty: 3751.392578
	Iteration 131Q: 3 clusters Score -1.11943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -11194295.000000 Penalty: 3751.392578
	Iteration 132Q: 3 clusters Score -1.11943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -11194290.000000 Penalty: 3751.392578
	Iteration 133Q: 3 clusters Score -1.119429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -11194291.000000 Penalty: 3751.392578
	Iteration 134Q: 3 clusters Score -1.119429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -11194308.000000 Penalty: 3751.392578
	Iteration 135Q: 3 clusters Score -1.119431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -11194312.000000 Penalty: 3751.392578
	Iteration 136Q: 3 clusters Score -1.119431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -11194317.000000 Penalty: 3751.392578
	Iteration 137Q: 3 clusters Score -1.119432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -11194318.000000 Penalty: 3751.392578
	Iteration 138Q: 3 clusters Score -1.119432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -11194318.000000 Penalty: 3751.392578
	Iteration 139Q: 3 clusters Score -1.119432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -11194323.000000 Penalty: 3751.392578
	Iteration 140F: 3 clusters Score -1.119432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -91454.640625 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -91454.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90081.109375 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -90081.11 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90337.234375 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -90337.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90411.500000 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -90411.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90463.781250 Penalty: 2210.778320
	Iteration 3F: 3 clusters Score -90463.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90492.632812 Penalty: 2210.778320
	Iteration 4Q: 3 clusters Score -90492.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90512.328125 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -90512.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90523.953125 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -90523.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90537.578125 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -90537.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90550.484375 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -90550.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90559.406250 Penalty: 2210.778320
	Iteration 9Q: 3 clusters Score -90559.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90563.203125 Penalty: 2210.778320
	Iteration 10Q: 3 clusters Score -90563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -90565.828125 Penalty: 2210.778320
	Iteration 11Q: 3 clusters Score -90565.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -90569.304688 Penalty: 2210.778320
	Iteration 12Q: 3 clusters Score -90569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -90570.859375 Penalty: 2210.778320
	Iteration 13Q: 3 clusters Score -90570.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -90570.859375 Penalty: 2210.778320
	Iteration 14F: 3 clusters Score -90570.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Entering Unmasked Estep 
Score: -7254075.000000 Penalty: 1804.127441
	Iteration 0F: 2 clusters Score -7254075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -7209657.500000 Penalty: 3608.254883
	Iteration 0F: 3 clusters Score -7209658 nChanged 31359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -7227770.500000 Penalty: 3608.254883
	Iteration 1F: 3 clusters Score -7227770 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -7228230.500000 Penalty: 3608.254883
	Iteration 2Q: 3 clusters Score -7228230 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -7228842.500000 Penalty: 3608.254883
	Iteration 3Q: 3 clusters Score -7228842 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -7229647.500000 Penalty: 3608.254883
	Iteration 4Q: 3 clusters Score -7229648 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -7230720.500000 Penalty: 3608.254883
	Iteration 5Q: 3 clusters Score -7230720 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -7232273.000000 Penalty: 3608.254883
	Iteration 6Q: 3 clusters Score -7232273 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -7234301.000000 Penalty: 3608.254883
	Iteration 7F: 3 clusters Score -7234301 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -7236847.000000 Penalty: 3608.254883
	Iteration 8F: 3 clusters Score -7236847 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -7239629.000000 Penalty: 3608.254883
	Iteration 9F: 3 clusters Score -7239629 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -7241786.500000 Penalty: 3608.254883
	Iteration 10F: 3 clusters Score -7241786 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7242846.500000 Penalty: 3608.254883
	Iteration 11Q: 3 clusters Score -7242846 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -7243318.000000 Penalty: 3608.254883
	Iteration 12Q: 3 clusters Score -7243318 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -7243615.000000 Penalty: 3608.254883
	Iteration 13Q: 3 clusters Score -7243615 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -7243857.000000 Penalty: 3608.254883
	Iteration 14Q: 3 clusters Score -7243857 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -7244101.000000 Penalty: 3608.254883
	Iteration 15Q: 3 clusters Score -7244101 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -7244434.500000 Penalty: 3608.254883
	Iteration 16Q: 3 clusters Score -7244434 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -7244696.000000 Penalty: 3608.254883
	Iteration 17Q: 3 clusters Score -7244696 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -7244949.500000 Penalty: 3608.254883
	Iteration 18Q: 3 clusters Score -7244950 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -7245219.000000 Penalty: 3608.254883
	Iteration 19Q: 3 clusters Score -7245219 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -7245505.000000 Penalty: 3608.254883
	Iteration 20F: 3 clusters Score -7245505 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -7245865.500000 Penalty: 3608.254883
	Iteration 21Q: 3 clusters Score -7245866 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -7246146.500000 Penalty: 3608.254883
	Iteration 22Q: 3 clusters Score -7246146 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -7246491.500000 Penalty: 3608.254883
	Iteration 23Q: 3 clusters Score -7246492 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -7246828.000000 Penalty: 3608.254883
	Iteration 24Q: 3 clusters Score -7246828 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -7247194.500000 Penalty: 3608.254883
	Iteration 25Q: 3 clusters Score -7247194 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -7247702.000000 Penalty: 3608.254883
	Iteration 26Q: 3 clusters Score -7247702 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -7248143.500000 Penalty: 3608.254883
	Iteration 27Q: 3 clusters Score -7248144 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -7248599.000000 Penalty: 3608.254883
	Iteration 28Q: 3 clusters Score -7248599 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7249015.500000 Penalty: 3608.254883
	Iteration 29Q: 3 clusters Score -7249016 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -7249464.500000 Penalty: 3608.254883
	Iteration 30Q: 3 clusters Score -7249464 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -7249929.500000 Penalty: 3608.254883
	Iteration 31Q: 3 clusters Score -7249930 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -7250368.500000 Penalty: 3608.254883
	Iteration 32Q: 3 clusters Score -7250368 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -7250779.000000 Penalty: 3608.254883
	Iteration 33Q: 3 clusters Score -7250779 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -7251105.500000 Penalty: 3608.254883
	Iteration 34Q: 3 clusters Score -7251106 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -7251390.000000 Penalty: 3608.254883
	Iteration 35Q: 3 clusters Score -7251390 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -7251638.000000 Penalty: 3608.254883
	Iteration 36Q: 3 clusters Score -7251638 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -7251818.000000 Penalty: 3608.254883
	Iteration 37Q: 3 clusters Score -7251818 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -7251934.500000 Penalty: 3608.254883
	Iteration 38Q: 3 clusters Score -7251934 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -7252084.000000 Penalty: 3608.254883
	Iteration 39Q: 3 clusters Score -7252084 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -7252168.000000 Penalty: 3608.254883
	Iteration 40F: 3 clusters Score -7252168 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -7252230.500000 Penalty: 3608.254883
	Iteration 41Q: 3 clusters Score -7252230 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -7252282.000000 Penalty: 3608.254883
	Iteration 42Q: 3 clusters Score -7252282 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -7252325.500000 Penalty: 3608.254883
	Iteration 43Q: 3 clusters Score -7252326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -7252359.500000 Penalty: 3608.254883
	Iteration 44Q: 3 clusters Score -7252360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -7252391.500000 Penalty: 3608.254883
	Iteration 45Q: 3 clusters Score -7252392 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -7252432.000000 Penalty: 3608.254883
	Iteration 46Q: 3 clusters Score -7252432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -7252448.500000 Penalty: 3608.254883
	Iteration 47Q: 3 clusters Score -7252448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -7252476.000000 Penalty: 3608.254883
	Iteration 48Q: 3 clusters Score -7252476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -7252509.500000 Penalty: 3608.254883
	Iteration 49Q: 3 clusters Score -7252510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -7252515.000000 Penalty: 3608.254883
	Iteration 50Q: 3 clusters Score -7252515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -7252520.500000 Penalty: 3608.254883
	Iteration 51Q: 3 clusters Score -7252520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -7252530.000000 Penalty: 3608.254883
	Iteration 52Q: 3 clusters Score -7252530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -7252534.000000 Penalty: 3608.254883
	Iteration 53Q: 3 clusters Score -7252534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -7252536.500000 Penalty: 3608.254883
	Iteration 54Q: 3 clusters Score -7252536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -7252532.000000 Penalty: 3608.254883
	Iteration 55Q: 3 clusters Score -7252532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -7252525.500000 Penalty: 3608.254883
	Iteration 56Q: 3 clusters Score -7252526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -7252533.500000 Penalty: 3608.254883
	Iteration 57Q: 3 clusters Score -7252534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -7252535.500000 Penalty: 3608.254883
	Iteration 58Q: 3 clusters Score -7252536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -7252533.500000 Penalty: 3608.254883
	Iteration 59Q: 3 clusters Score -7252534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -7252534.000000 Penalty: 3608.254883
	Iteration 60F: 3 clusters Score -7252534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -7252527.500000 Penalty: 3608.254883
	Iteration 61Q: 3 clusters Score -7252528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -7252527.500000 Penalty: 3608.254883
	Iteration 62F: 3 clusters Score -7252528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -232723.109375 Penalty: 1250.782227
	Iteration 0F: 2 clusters Score -232723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -230546.890625 Penalty: 2501.564453
	Iteration 0F: 3 clusters Score -230546.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -231093.203125 Penalty: 2501.564453
	Iteration 1F: 3 clusters Score -231093.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -231281.109375 Penalty: 2501.564453
	Iteration 2F: 3 clusters Score -231281.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -231445.281250 Penalty: 2501.564453
	Iteration 3F: 3 clusters Score -231445.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -231622.796875 Penalty: 2501.564453
	Iteration 4F: 3 clusters Score -231622.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -231832.265625 Penalty: 2501.564453
	Iteration 5F: 3 clusters Score -231832.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -232011.437500 Penalty: 2501.564453
	Iteration 6F: 3 clusters Score -232011.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -232120.421875 Penalty: 2501.564453
	Iteration 7Q: 3 clusters Score -232120.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -232173.312500 Penalty: 2501.564453
	Iteration 8Q: 3 clusters Score -232173.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -232207.265625 Penalty: 2501.564453
	Iteration 9Q: 3 clusters Score -232207.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -232232.953125 Penalty: 2501.564453
	Iteration 10Q: 3 clusters Score -232233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -232269.203125 Penalty: 2501.564453
	Iteration 11Q: 3 clusters Score -232269.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -232300.328125 Penalty: 2501.564453
	Iteration 12Q: 3 clusters Score -232300.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -232318.265625 Penalty: 2501.564453
	Iteration 13Q: 3 clusters Score -232318.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -232337.406250 Penalty: 2501.564453
	Iteration 14Q: 3 clusters Score -232337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -232350.234375 Penalty: 2501.564453
	Iteration 15Q: 3 clusters Score -232350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -232351.718750 Penalty: 2501.564453
	Iteration 16Q: 3 clusters Score -232351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -232351.953125 Penalty: 2501.564453
	Iteration 17Q: 3 clusters Score -232352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -232351.953125 Penalty: 2501.564453
	Iteration 18F: 3 clusters Score -232352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Entering Unmasked Estep 
Score: -4510947.000000 Penalty: 1731.099609
	Iteration 0F: 2 clusters Score -4510947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4482945.000000 Penalty: 3462.199219
	Iteration 0F: 3 clusters Score -4482945 nChanged 19558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -4493757.500000 Penalty: 3462.199219
	Iteration 1F: 3 clusters Score -4493758 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -4494193.000000 Penalty: 3462.199219
	Iteration 2Q: 3 clusters Score -4494193 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4494626.000000 Penalty: 3462.199219
	Iteration 3Q: 3 clusters Score -4494626 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4495046.000000 Penalty: 3462.199219
	Iteration 4Q: 3 clusters Score -4495046 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4495482.500000 Penalty: 3462.199219
	Iteration 5Q: 3 clusters Score -4495482 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -4496043.500000 Penalty: 3462.199219
	Iteration 6Q: 3 clusters Score -4496044 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -4496705.000000 Penalty: 3462.199219
	Iteration 7Q: 3 clusters Score -4496705 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -4497588.000000 Penalty: 3462.199219
	Iteration 8Q: 3 clusters Score -4497588 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -4498818.000000 Penalty: 3462.199219
	Iteration 9F: 3 clusters Score -4498818 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4500328.500000 Penalty: 3462.199219
	Iteration 10F: 3 clusters Score -4500328 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -4501991.500000 Penalty: 3462.199219
	Iteration 11F: 3 clusters Score -4501992 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -4503474.000000 Penalty: 3462.199219
	Iteration 12F: 3 clusters Score -4503474 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4504753.500000 Penalty: 3462.199219
	Iteration 13Q: 3 clusters Score -4504754 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -4505804.000000 Penalty: 3462.199219
	Iteration 14Q: 3 clusters Score -4505804 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4506686.000000 Penalty: 3462.199219
	Iteration 15Q: 3 clusters Score -4506686 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -4507428.500000 Penalty: 3462.199219
	Iteration 16Q: 3 clusters Score -4507428 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4508134.500000 Penalty: 3462.199219
	Iteration 17Q: 3 clusters Score -4508134 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -4508716.000000 Penalty: 3462.199219
	Iteration 18Q: 3 clusters Score -4508716 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -4509132.000000 Penalty: 3462.199219
	Iteration 19Q: 3 clusters Score -4509132 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4509398.000000 Penalty: 3462.199219
	Iteration 20F: 3 clusters Score -4509398 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -4509560.500000 Penalty: 3462.199219
	Iteration 21Q: 3 clusters Score -4509560 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -4509655.500000 Penalty: 3462.199219
	Iteration 22Q: 3 clusters Score -4509656 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -4509736.500000 Penalty: 3462.199219
	Iteration 23Q: 3 clusters Score -4509736 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -4509780.000000 Penalty: 3462.199219
	Iteration 24Q: 3 clusters Score -4509780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -4509802.500000 Penalty: 3462.199219
	Iteration 25Q: 3 clusters Score -4509802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -4509843.500000 Penalty: 3462.199219
	Iteration 26Q: 3 clusters Score -4509844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -4509857.500000 Penalty: 3462.199219
	Iteration 27Q: 3 clusters Score -4509858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4509879.000000 Penalty: 3462.199219
	Iteration 28Q: 3 clusters Score -4509879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -4509895.000000 Penalty: 3462.199219
	Iteration 29Q: 3 clusters Score -4509895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -4509907.500000 Penalty: 3462.199219
	Iteration 30Q: 3 clusters Score -4509908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -4509916.000000 Penalty: 3462.199219
	Iteration 31Q: 3 clusters Score -4509916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -4509916.000000 Penalty: 3462.199219
	Iteration 32Q: 3 clusters Score -4509916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -4509917.000000 Penalty: 3462.199219
	Iteration 33Q: 3 clusters Score -4509917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -4509922.500000 Penalty: 3462.199219
	Iteration 34Q: 3 clusters Score -4509922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -4509918.500000 Penalty: 3462.199219
	Iteration 35Q: 3 clusters Score -4509918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4509929.000000 Penalty: 3462.199219
	Iteration 36Q: 3 clusters Score -4509929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4509933.000000 Penalty: 3462.199219
	Iteration 37Q: 3 clusters Score -4509933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -4509940.500000 Penalty: 3462.199219
	Iteration 38Q: 3 clusters Score -4509940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -4509948.000000 Penalty: 3462.199219
	Iteration 39Q: 3 clusters Score -4509948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -4509949.500000 Penalty: 3462.199219
	Iteration 40F: 3 clusters Score -4509950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -4509949.000000 Penalty: 3462.199219
	Iteration 41Q: 3 clusters Score -4509949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -4509950.500000 Penalty: 3462.199219
	Iteration 42Q: 3 clusters Score -4509950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -4509953.500000 Penalty: 3462.199219
	Iteration 43Q: 3 clusters Score -4509954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -4509950.000000 Penalty: 3462.199219
	Iteration 44Q: 3 clusters Score -4509950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4509952.000000 Penalty: 3462.199219
	Iteration 45Q: 3 clusters Score -4509952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4509954.500000 Penalty: 3462.199219
	Iteration 46Q: 3 clusters Score -4509954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -4509956.500000 Penalty: 3462.199219
	Iteration 47Q: 3 clusters Score -4509956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4509954.500000 Penalty: 3462.199219
	Iteration 48Q: 3 clusters Score -4509954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -4509957.500000 Penalty: 3462.199219
	Iteration 49Q: 3 clusters Score -4509958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -4509957.500000 Penalty: 3462.199219
	Iteration 50F: 3 clusters Score -4509958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175033 members 
Entering Unmasked Estep 
Score: -18988124.000000 Penalty: 1961.818604
	Iteration 0F: 2 clusters Score -1.898812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -18873704.000000 Penalty: 3923.637207
	Iteration 0F: 3 clusters Score -1.88737e+07 nChanged 84545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -18923382.000000 Penalty: 3923.637207
	Iteration 1F: 3 clusters Score -1.892338e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -18924286.000000 Penalty: 3923.637207
	Iteration 2Q: 3 clusters Score -1.892429e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -18925362.000000 Penalty: 3923.637207
	Iteration 3Q: 3 clusters Score -1.892536e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -18926612.000000 Penalty: 3923.637207
	Iteration 4Q: 3 clusters Score -1.892661e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -18928392.000000 Penalty: 3923.637207
	Iteration 5Q: 3 clusters Score -1.892839e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -18931238.000000 Penalty: 3923.637207
	Iteration 6Q: 3 clusters Score -1.893124e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -18935652.000000 Penalty: 3923.637207
	Iteration 7F: 3 clusters Score -1.893565e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -18942704.000000 Penalty: 3923.637207
	Iteration 8F: 3 clusters Score -1.89427e+07 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 118495 members 
Entering Unmasked Estep 
Score: -18953134.000000 Penalty: 3923.637207
	Iteration 9F: 3 clusters Score -1.895313e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 125626 members 
Entering Unmasked Estep 
Score: -18964262.000000 Penalty: 3923.637207
	Iteration 10F: 3 clusters Score -1.896426e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 130219 members 
Entering Unmasked Estep 
Score: -18970900.000000 Penalty: 3923.637207
	Iteration 11F: 3 clusters Score -1.89709e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 133310 members 
Entering Unmasked Estep 
Score: -18973464.000000 Penalty: 3923.637207
	Iteration 12Q: 3 clusters Score -1.897346e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 135943 members 
Entering Unmasked Estep 
Score: -18974960.000000 Penalty: 3923.637207
	Iteration 13Q: 3 clusters Score -1.897496e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 138431 members 
Entering Unmasked Estep 
Score: -18976206.000000 Penalty: 3923.637207
	Iteration 14Q: 3 clusters Score -1.897621e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -18977274.000000 Penalty: 3923.637207
	Iteration 15Q: 3 clusters Score -1.897727e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 142942 members 
Entering Unmasked Estep 
Score: -18978232.000000 Penalty: 3923.637207
	Iteration 16Q: 3 clusters Score -1.897823e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 145113 members 
Entering Unmasked Estep 
Score: -18979092.000000 Penalty: 3923.637207
	Iteration 17Q: 3 clusters Score -1.897909e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -18979920.000000 Penalty: 3923.637207
	Iteration 18Q: 3 clusters Score -1.897992e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 149261 members 
Entering Unmasked Estep 
Score: -18980688.000000 Penalty: 3923.637207
	Iteration 19Q: 3 clusters Score -1.898069e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 151240 members 
Entering Unmasked Estep 
Score: -18981486.000000 Penalty: 3923.637207
	Iteration 20F: 3 clusters Score -1.898149e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 153101 members 
Entering Unmasked Estep 
Score: -18982084.000000 Penalty: 3923.637207
	Iteration 21Q: 3 clusters Score -1.898208e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -18982696.000000 Penalty: 3923.637207
	Iteration 22Q: 3 clusters Score -1.89827e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -18983210.000000 Penalty: 3923.637207
	Iteration 23Q: 3 clusters Score -1.898321e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 158282 members 
Entering Unmasked Estep 
Score: -18983630.000000 Penalty: 3923.637207
	Iteration 24Q: 3 clusters Score -1.898363e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 159819 members 
Entering Unmasked Estep 
Score: -18984022.000000 Penalty: 3923.637207
	Iteration 25Q: 3 clusters Score -1.898402e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 161224 members 
Entering Unmasked Estep 
Score: -18984430.000000 Penalty: 3923.637207
	Iteration 26Q: 3 clusters Score -1.898443e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 162536 members 
Entering Unmasked Estep 
Score: -18984868.000000 Penalty: 3923.637207
	Iteration 27Q: 3 clusters Score -1.898487e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -18985328.000000 Penalty: 3923.637207
	Iteration 28Q: 3 clusters Score -1.898533e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 164874 members 
Entering Unmasked Estep 
Score: -18985732.000000 Penalty: 3923.637207
	Iteration 29Q: 3 clusters Score -1.898573e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 165863 members 
Entering Unmasked Estep 
Score: -18986064.000000 Penalty: 3923.637207
	Iteration 30Q: 3 clusters Score -1.898606e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 166822 members 
Entering Unmasked Estep 
Score: -18986342.000000 Penalty: 3923.637207
	Iteration 31Q: 3 clusters Score -1.898634e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -18986478.000000 Penalty: 3923.637207
	Iteration 32Q: 3 clusters Score -1.898648e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -18986678.000000 Penalty: 3923.637207
	Iteration 33Q: 3 clusters Score -1.898668e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 169260 members 
Entering Unmasked Estep 
Score: -18986718.000000 Penalty: 3923.637207
	Iteration 34Q: 3 clusters Score -1.898672e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 169927 members 
Entering Unmasked Estep 
Score: -18986808.000000 Penalty: 3923.637207
	Iteration 35Q: 3 clusters Score -1.898681e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 170542 members 
Entering Unmasked Estep 
Score: -18986970.000000 Penalty: 3923.637207
	Iteration 36Q: 3 clusters Score -1.898697e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 171047 members 
Entering Unmasked Estep 
Score: -18986968.000000 Penalty: 3923.637207
	Iteration 37Q: 3 clusters Score -1.898697e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -18987074.000000 Penalty: 3923.637207
	Iteration 38Q: 3 clusters Score -1.898707e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -18987148.000000 Penalty: 3923.637207
	Iteration 39Q: 3 clusters Score -1.898715e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 172149 members 
Entering Unmasked Estep 
Score: -18987156.000000 Penalty: 3923.637207
	Iteration 40F: 3 clusters Score -1.898716e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -18987176.000000 Penalty: 3923.637207
	Iteration 41Q: 3 clusters Score -1.898718e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 172649 members 
Entering Unmasked Estep 
Score: -18987190.000000 Penalty: 3923.637207
	Iteration 42Q: 3 clusters Score -1.898719e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 172839 members 
Entering Unmasked Estep 
Score: -18987156.000000 Penalty: 3923.637207
	Iteration 43Q: 3 clusters Score -1.898716e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 173003 members 
Entering Unmasked Estep 
Score: -18987124.000000 Penalty: 3923.637207
	Iteration 44Q: 3 clusters Score -1.898712e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 173139 members 
Entering Unmasked Estep 
Score: -18987090.000000 Penalty: 3923.637207
	Iteration 45Q: 3 clusters Score -1.898709e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 173243 members 
Entering Unmasked Estep 
Score: -18987082.000000 Penalty: 3923.637207
	Iteration 46Q: 3 clusters Score -1.898708e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 173343 members 
Entering Unmasked Estep 
Score: -18987064.000000 Penalty: 3923.637207
	Iteration 47Q: 3 clusters Score -1.898706e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 173425 members 
Entering Unmasked Estep 
Score: -18987074.000000 Penalty: 3923.637207
	Iteration 48Q: 3 clusters Score -1.898707e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -18987020.000000 Penalty: 3923.637207
	Iteration 49Q: 3 clusters Score -1.898702e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 173563 members 
Entering Unmasked Estep 
Score: -18987024.000000 Penalty: 3923.637207
	Iteration 50Q: 3 clusters Score -1.898702e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -18987006.000000 Penalty: 3923.637207
	Iteration 51Q: 3 clusters Score -1.898701e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 173660 members 
Entering Unmasked Estep 
Score: -18987048.000000 Penalty: 3923.637207
	Iteration 52Q: 3 clusters Score -1.898705e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 173698 members 
Entering Unmasked Estep 
Score: -18987028.000000 Penalty: 3923.637207
	Iteration 53Q: 3 clusters Score -1.898703e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 173733 members 
Entering Unmasked Estep 
Score: -18986982.000000 Penalty: 3923.637207
	Iteration 54Q: 3 clusters Score -1.898698e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 173765 members 
Entering Unmasked Estep 
Score: -18986976.000000 Penalty: 3923.637207
	Iteration 55Q: 3 clusters Score -1.898698e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 173788 members 
Entering Unmasked Estep 
Score: -18986974.000000 Penalty: 3923.637207
	Iteration 56Q: 3 clusters Score -1.898697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 173809 members 
Entering Unmasked Estep 
Score: -18986980.000000 Penalty: 3923.637207
	Iteration 57Q: 3 clusters Score -1.898698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -18986962.000000 Penalty: 3923.637207
	Iteration 58Q: 3 clusters Score -1.898696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 173844 members 
Entering Unmasked Estep 
Score: -18986968.000000 Penalty: 3923.637207
	Iteration 59Q: 3 clusters Score -1.898697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 173860 members 
Entering Unmasked Estep 
Score: -18986974.000000 Penalty: 3923.637207
	Iteration 60F: 3 clusters Score -1.898697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 173877 members 
Entering Unmasked Estep 
Score: -18986972.000000 Penalty: 3923.637207
	Iteration 61Q: 3 clusters Score -1.898697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -18986964.000000 Penalty: 3923.637207
	Iteration 62Q: 3 clusters Score -1.898696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -18986978.000000 Penalty: 3923.637207
	Iteration 63Q: 3 clusters Score -1.898698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 173904 members 
Entering Unmasked Estep 
Score: -18986974.000000 Penalty: 3923.637207
	Iteration 64Q: 3 clusters Score -1.898697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 173909 members 
Entering Unmasked Estep 
Score: -18986974.000000 Penalty: 3923.637207
	Iteration 65Q: 3 clusters Score -1.898697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 173915 members 
Entering Unmasked Estep 
Score: -18986964.000000 Penalty: 3923.637207
	Iteration 66Q: 3 clusters Score -1.898696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 173920 members 
Entering Unmasked Estep 
Score: -18986968.000000 Penalty: 3923.637207
	Iteration 67Q: 3 clusters Score -1.898697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 173926 members 
Entering Unmasked Estep 
Score: -18986976.000000 Penalty: 3923.637207
	Iteration 68Q: 3 clusters Score -1.898698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 173930 members 
Entering Unmasked Estep 
Score: -18986988.000000 Penalty: 3923.637207
	Iteration 69Q: 3 clusters Score -1.898699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 173936 members 
Entering Unmasked Estep 
Score: -18986976.000000 Penalty: 3923.637207
	Iteration 70Q: 3 clusters Score -1.898698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -18986960.000000 Penalty: 3923.637207
	Iteration 71Q: 3 clusters Score -1.898696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 173951 members 
Entering Unmasked Estep 
Score: -18986968.000000 Penalty: 3923.637207
	Iteration 72Q: 3 clusters Score -1.898697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 173957 members 
Entering Unmasked Estep 
Score: -18986980.000000 Penalty: 3923.637207
	Iteration 73Q: 3 clusters Score -1.898698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 173961 members 
Entering Unmasked Estep 
Score: -18986976.000000 Penalty: 3923.637207
	Iteration 74Q: 3 clusters Score -1.898698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 173965 members 
Entering Unmasked Estep 
Score: -18986966.000000 Penalty: 3923.637207
	Iteration 75Q: 3 clusters Score -1.898697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 173974 members 
Entering Unmasked Estep 
Score: -18986964.000000 Penalty: 3923.637207
	Iteration 76Q: 3 clusters Score -1.898696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -18986978.000000 Penalty: 3923.637207
	Iteration 77Q: 3 clusters Score -1.898698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 173988 members 
Entering Unmasked Estep 
Score: -18986976.000000 Penalty: 3923.637207
	Iteration 78Q: 3 clusters Score -1.898698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -18986962.000000 Penalty: 3923.637207
	Iteration 79Q: 3 clusters Score -1.898696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 174006 members 
Entering Unmasked Estep 
Score: -18986974.000000 Penalty: 3923.637207
	Iteration 80F: 3 clusters Score -1.898697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 174016 members 
Entering Unmasked Estep 
Score: -18986970.000000 Penalty: 3923.637207
	Iteration 81Q: 3 clusters Score -1.898697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 174023 members 
Entering Unmasked Estep 
Score: -18986986.000000 Penalty: 3923.637207
	Iteration 82Q: 3 clusters Score -1.898699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 174026 members 
Entering Unmasked Estep 
Score: -18986986.000000 Penalty: 3923.637207
	Iteration 83Q: 3 clusters Score -1.898699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 174028 members 
Entering Unmasked Estep 
Score: -18986984.000000 Penalty: 3923.637207
	Iteration 84Q: 3 clusters Score -1.898698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 174029 members 
Entering Unmasked Estep 
Score: -18986976.000000 Penalty: 3923.637207
	Iteration 85Q: 3 clusters Score -1.898698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 174030 members 
Entering Unmasked Estep 
Score: -18986974.000000 Penalty: 3923.637207
	Iteration 86Q: 3 clusters Score -1.898697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 174031 members 
Entering Unmasked Estep 
Score: -18986976.000000 Penalty: 3923.637207
	Iteration 87Q: 3 clusters Score -1.898698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 174031 members 
Entering Unmasked Estep 
Score: -18986976.000000 Penalty: 3923.637207
	Iteration 88F: 3 clusters Score -1.898698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179883 members 
Entering Unmasked Estep 
Score: -19481368.000000 Penalty: 1966.260132
	Iteration 0F: 2 clusters Score -1.948137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 89999 members 
Entering Unmasked Estep 
Score: -19362384.000000 Penalty: 3932.520264
	Iteration 0F: 3 clusters Score -1.936238e+07 nChanged 86860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -19413674.000000 Penalty: 3932.520264
	Iteration 1F: 3 clusters Score -1.941367e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -19414760.000000 Penalty: 3932.520264
	Iteration 2Q: 3 clusters Score -1.941476e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -19416098.000000 Penalty: 3932.520264
	Iteration 3Q: 3 clusters Score -1.94161e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -19418322.000000 Penalty: 3932.520264
	Iteration 4Q: 3 clusters Score -1.941832e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -19421178.000000 Penalty: 3932.520264
	Iteration 5Q: 3 clusters Score -1.942118e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -19425396.000000 Penalty: 3932.520264
	Iteration 6Q: 3 clusters Score -1.94254e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 113595 members 
Entering Unmasked Estep 
Score: -19432500.000000 Penalty: 3932.520264
	Iteration 7F: 3 clusters Score -1.94325e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -19441370.000000 Penalty: 3932.520264
	Iteration 8F: 3 clusters Score -1.944137e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 126690 members 
Entering Unmasked Estep 
Score: -19449130.000000 Penalty: 3932.520264
	Iteration 9F: 3 clusters Score -1.944913e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 131290 members 
Entering Unmasked Estep 
Score: -19453858.000000 Penalty: 3932.520264
	Iteration 10Q: 3 clusters Score -1.945386e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 135263 members 
Entering Unmasked Estep 
Score: -19456102.000000 Penalty: 3932.520264
	Iteration 11Q: 3 clusters Score -1.94561e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 139133 members 
Entering Unmasked Estep 
Score: -19457562.000000 Penalty: 3932.520264
	Iteration 12Q: 3 clusters Score -1.945756e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 143095 members 
Entering Unmasked Estep 
Score: -19458772.000000 Penalty: 3932.520264
	Iteration 13Q: 3 clusters Score -1.945877e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 146833 members 
Entering Unmasked Estep 
Score: -19460392.000000 Penalty: 3932.520264
	Iteration 14Q: 3 clusters Score -1.946039e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 150499 members 
Entering Unmasked Estep 
Score: -19461700.000000 Penalty: 3932.520264
	Iteration 15Q: 3 clusters Score -1.94617e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 154125 members 
Entering Unmasked Estep 
Score: -19463156.000000 Penalty: 3932.520264
	Iteration 16Q: 3 clusters Score -1.946316e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 157558 members 
Entering Unmasked Estep 
Score: -19464664.000000 Penalty: 3932.520264
	Iteration 17Q: 3 clusters Score -1.946466e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -19466502.000000 Penalty: 3932.520264
	Iteration 18Q: 3 clusters Score -1.94665e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -19468368.000000 Penalty: 3932.520264
	Iteration 19Q: 3 clusters Score -1.946837e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -19470448.000000 Penalty: 3932.520264
	Iteration 20F: 3 clusters Score -1.947045e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -19472376.000000 Penalty: 3932.520264
	Iteration 21Q: 3 clusters Score -1.947238e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -19474152.000000 Penalty: 3932.520264
	Iteration 22Q: 3 clusters Score -1.947415e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 173397 members 
Entering Unmasked Estep 
Score: -19475436.000000 Penalty: 3932.520264
	Iteration 23Q: 3 clusters Score -1.947544e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 174899 members 
Entering Unmasked Estep 
Score: -19476684.000000 Penalty: 3932.520264
	Iteration 24Q: 3 clusters Score -1.947668e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -19477626.000000 Penalty: 3932.520264
	Iteration 25Q: 3 clusters Score -1.947763e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 176961 members 
Entering Unmasked Estep 
Score: -19478300.000000 Penalty: 3932.520264
	Iteration 26Q: 3 clusters Score -1.94783e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -19478672.000000 Penalty: 3932.520264
	Iteration 27Q: 3 clusters Score -1.947867e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 178099 members 
Entering Unmasked Estep 
Score: -19479016.000000 Penalty: 3932.520264
	Iteration 28Q: 3 clusters Score -1.947902e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 178437 members 
Entering Unmasked Estep 
Score: -19479236.000000 Penalty: 3932.520264
	Iteration 29Q: 3 clusters Score -1.947924e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 178670 members 
Entering Unmasked Estep 
Score: -19479428.000000 Penalty: 3932.520264
	Iteration 30Q: 3 clusters Score -1.947943e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 178828 members 
Entering Unmasked Estep 
Score: -19479552.000000 Penalty: 3932.520264
	Iteration 31Q: 3 clusters Score -1.947955e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 178935 members 
Entering Unmasked Estep 
Score: -19479598.000000 Penalty: 3932.520264
	Iteration 32Q: 3 clusters Score -1.94796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 179007 members 
Entering Unmasked Estep 
Score: -19479678.000000 Penalty: 3932.520264
	Iteration 33Q: 3 clusters Score -1.947968e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 179073 members 
Entering Unmasked Estep 
Score: -19479704.000000 Penalty: 3932.520264
	Iteration 34Q: 3 clusters Score -1.94797e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 179117 members 
Entering Unmasked Estep 
Score: -19479738.000000 Penalty: 3932.520264
	Iteration 35Q: 3 clusters Score -1.947974e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 179141 members 
Entering Unmasked Estep 
Score: -19479766.000000 Penalty: 3932.520264
	Iteration 36Q: 3 clusters Score -1.947977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 179161 members 
Entering Unmasked Estep 
Score: -19479792.000000 Penalty: 3932.520264
	Iteration 37Q: 3 clusters Score -1.947979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -19479796.000000 Penalty: 3932.520264
	Iteration 38Q: 3 clusters Score -1.94798e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 179196 members 
Entering Unmasked Estep 
Score: -19479822.000000 Penalty: 3932.520264
	Iteration 39Q: 3 clusters Score -1.947982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 179208 members 
Entering Unmasked Estep 
Score: -19479812.000000 Penalty: 3932.520264
	Iteration 40F: 3 clusters Score -1.947981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 179211 members 
Entering Unmasked Estep 
Score: -19479828.000000 Penalty: 3932.520264
	Iteration 41Q: 3 clusters Score -1.947983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 179216 members 
Entering Unmasked Estep 
Score: -19479834.000000 Penalty: 3932.520264
	Iteration 42Q: 3 clusters Score -1.947983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 179223 members 
Entering Unmasked Estep 
Score: -19479848.000000 Penalty: 3932.520264
	Iteration 43Q: 3 clusters Score -1.947985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 179224 members 
Entering Unmasked Estep 
Score: -19479846.000000 Penalty: 3932.520264
	Iteration 44Q: 3 clusters Score -1.947985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 179223 members 
Entering Unmasked Estep 
Score: -19479848.000000 Penalty: 3932.520264
	Iteration 45Q: 3 clusters Score -1.947985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -19479862.000000 Penalty: 3932.520264
	Iteration 46Q: 3 clusters Score -1.947986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 179229 members 
Entering Unmasked Estep 
Score: -19479856.000000 Penalty: 3932.520264
	Iteration 47Q: 3 clusters Score -1.947986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 179231 members 
Entering Unmasked Estep 
Score: -19479868.000000 Penalty: 3932.520264
	Iteration 48Q: 3 clusters Score -1.947987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 179231 members 
Entering Unmasked Estep 
Score: -19479868.000000 Penalty: 3932.520264
	Iteration 49F: 3 clusters Score -1.947987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Entering Unmasked Estep 
Score: -3540659.500000 Penalty: 1686.775391
	Iteration 0F: 2 clusters Score -3540660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3519033.500000 Penalty: 3373.550781
	Iteration 0F: 3 clusters Score -3519034 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3527183.000000 Penalty: 3373.550781
	Iteration 1F: 3 clusters Score -3527183 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3527656.500000 Penalty: 3373.550781
	Iteration 2Q: 3 clusters Score -3527656 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3528120.000000 Penalty: 3373.550781
	Iteration 3Q: 3 clusters Score -3528120 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3528675.500000 Penalty: 3373.550781
	Iteration 4Q: 3 clusters Score -3528676 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3529327.750000 Penalty: 3373.550781
	Iteration 5Q: 3 clusters Score -3529328 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3530118.000000 Penalty: 3373.550781
	Iteration 6Q: 3 clusters Score -3530118 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3531086.250000 Penalty: 3373.550781
	Iteration 7F: 3 clusters Score -3531086 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3532255.750000 Penalty: 3373.550781
	Iteration 8F: 3 clusters Score -3532256 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3533572.250000 Penalty: 3373.550781
	Iteration 9F: 3 clusters Score -3533572 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3534677.250000 Penalty: 3373.550781
	Iteration 10Q: 3 clusters Score -3534677 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3535437.000000 Penalty: 3373.550781
	Iteration 11Q: 3 clusters Score -3535437 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3535938.500000 Penalty: 3373.550781
	Iteration 12Q: 3 clusters Score -3535938 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3536356.750000 Penalty: 3373.550781
	Iteration 13Q: 3 clusters Score -3536357 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3536723.250000 Penalty: 3373.550781
	Iteration 14Q: 3 clusters Score -3536723 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3537078.500000 Penalty: 3373.550781
	Iteration 15Q: 3 clusters Score -3537078 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3537405.250000 Penalty: 3373.550781
	Iteration 16Q: 3 clusters Score -3537405 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3537708.000000 Penalty: 3373.550781
	Iteration 17Q: 3 clusters Score -3537708 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3537981.000000 Penalty: 3373.550781
	Iteration 18Q: 3 clusters Score -3537981 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3538215.000000 Penalty: 3373.550781
	Iteration 19Q: 3 clusters Score -3538215 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3538429.500000 Penalty: 3373.550781
	Iteration 20F: 3 clusters Score -3538430 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3538619.250000 Penalty: 3373.550781
	Iteration 21Q: 3 clusters Score -3538619 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3538803.500000 Penalty: 3373.550781
	Iteration 22Q: 3 clusters Score -3538804 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3538946.500000 Penalty: 3373.550781
	Iteration 23Q: 3 clusters Score -3538946 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3539053.000000 Penalty: 3373.550781
	Iteration 24Q: 3 clusters Score -3539053 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3539127.250000 Penalty: 3373.550781
	Iteration 25Q: 3 clusters Score -3539127 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3539183.500000 Penalty: 3373.550781
	Iteration 26Q: 3 clusters Score -3539184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3539221.750000 Penalty: 3373.550781
	Iteration 27Q: 3 clusters Score -3539222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3539251.250000 Penalty: 3373.550781
	Iteration 28Q: 3 clusters Score -3539251 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3539280.750000 Penalty: 3373.550781
	Iteration 29Q: 3 clusters Score -3539281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3539306.500000 Penalty: 3373.550781
	Iteration 30Q: 3 clusters Score -3539306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3539323.250000 Penalty: 3373.550781
	Iteration 31Q: 3 clusters Score -3539323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3539323.750000 Penalty: 3373.550781
	Iteration 32Q: 3 clusters Score -3539324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3539333.000000 Penalty: 3373.550781
	Iteration 33Q: 3 clusters Score -3539333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3539345.750000 Penalty: 3373.550781
	Iteration 34Q: 3 clusters Score -3539346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3539365.000000 Penalty: 3373.550781
	Iteration 35Q: 3 clusters Score -3539365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3539372.500000 Penalty: 3373.550781
	Iteration 36Q: 3 clusters Score -3539372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3539367.000000 Penalty: 3373.550781
	Iteration 37Q: 3 clusters Score -3539367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3539373.000000 Penalty: 3373.550781
	Iteration 38Q: 3 clusters Score -3539373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3539382.500000 Penalty: 3373.550781
	Iteration 39Q: 3 clusters Score -3539382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3539392.250000 Penalty: 3373.550781
	Iteration 40F: 3 clusters Score -3539392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3539400.250000 Penalty: 3373.550781
	Iteration 41Q: 3 clusters Score -3539400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3539404.000000 Penalty: 3373.550781
	Iteration 42Q: 3 clusters Score -3539404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3539401.000000 Penalty: 3373.550781
	Iteration 43Q: 3 clusters Score -3539401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3539406.000000 Penalty: 3373.550781
	Iteration 44Q: 3 clusters Score -3539406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3539411.000000 Penalty: 3373.550781
	Iteration 45Q: 3 clusters Score -3539411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3539414.750000 Penalty: 3373.550781
	Iteration 46Q: 3 clusters Score -3539415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3539417.750000 Penalty: 3373.550781
	Iteration 47Q: 3 clusters Score -3539418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3539419.750000 Penalty: 3373.550781
	Iteration 48Q: 3 clusters Score -3539420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3539419.500000 Penalty: 3373.550781
	Iteration 49Q: 3 clusters Score -3539420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3539416.250000 Penalty: 3373.550781
	Iteration 50Q: 3 clusters Score -3539416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3539416.250000 Penalty: 3373.550781
	Iteration 51Q: 3 clusters Score -3539416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3539417.000000 Penalty: 3373.550781
	Iteration 52Q: 3 clusters Score -3539417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3539419.500000 Penalty: 3373.550781
	Iteration 53Q: 3 clusters Score -3539420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3539417.250000 Penalty: 3373.550781
	Iteration 54Q: 3 clusters Score -3539417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3539417.250000 Penalty: 3373.550781
	Iteration 55F: 3 clusters Score -3539417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -489575.937500 Penalty: 1364.521851
	Iteration 0F: 2 clusters Score -489575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -485980.062500 Penalty: 2729.043701
	Iteration 0F: 3 clusters Score -485980.1 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -486995.781250 Penalty: 2729.043701
	Iteration 1F: 3 clusters Score -486995.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -487142.593750 Penalty: 2729.043701
	Iteration 2F: 3 clusters Score -487142.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -487241.843750 Penalty: 2729.043701
	Iteration 3Q: 3 clusters Score -487241.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -487322.500000 Penalty: 2729.043701
	Iteration 4Q: 3 clusters Score -487322.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -487387.375000 Penalty: 2729.043701
	Iteration 5Q: 3 clusters Score -487387.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -487438.656250 Penalty: 2729.043701
	Iteration 6Q: 3 clusters Score -487438.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -487485.343750 Penalty: 2729.043701
	Iteration 7Q: 3 clusters Score -487485.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -487518.562500 Penalty: 2729.043701
	Iteration 8Q: 3 clusters Score -487518.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -487544.843750 Penalty: 2729.043701
	Iteration 9Q: 3 clusters Score -487544.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -487570.937500 Penalty: 2729.043701
	Iteration 10Q: 3 clusters Score -487570.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -487600.468750 Penalty: 2729.043701
	Iteration 11Q: 3 clusters Score -487600.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -487637.281250 Penalty: 2729.043701
	Iteration 12Q: 3 clusters Score -487637.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -487690.093750 Penalty: 2729.043701
	Iteration 13Q: 3 clusters Score -487690.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -487742.312500 Penalty: 2729.043701
	Iteration 14Q: 3 clusters Score -487742.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -487795.187500 Penalty: 2729.043701
	Iteration 15Q: 3 clusters Score -487795.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -487840.906250 Penalty: 2729.043701
	Iteration 16Q: 3 clusters Score -487840.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -487898.125000 Penalty: 2729.043701
	Iteration 17Q: 3 clusters Score -487898.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -487960.937500 Penalty: 2729.043701
	Iteration 18Q: 3 clusters Score -487960.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -488008.562500 Penalty: 2729.043701
	Iteration 19Q: 3 clusters Score -488008.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -488064.875000 Penalty: 2729.043701
	Iteration 20F: 3 clusters Score -488064.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -488114.593750 Penalty: 2729.043701
	Iteration 21Q: 3 clusters Score -488114.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -488159.375000 Penalty: 2729.043701
	Iteration 22Q: 3 clusters Score -488159.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -488191.968750 Penalty: 2729.043701
	Iteration 23Q: 3 clusters Score -488192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -488226.406250 Penalty: 2729.043701
	Iteration 24Q: 3 clusters Score -488226.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -488255.125000 Penalty: 2729.043701
	Iteration 25Q: 3 clusters Score -488255.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -488282.437500 Penalty: 2729.043701
	Iteration 26Q: 3 clusters Score -488282.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -488300.875000 Penalty: 2729.043701
	Iteration 27Q: 3 clusters Score -488300.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -488318.343750 Penalty: 2729.043701
	Iteration 28Q: 3 clusters Score -488318.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -488331.625000 Penalty: 2729.043701
	Iteration 29Q: 3 clusters Score -488331.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -488340.875000 Penalty: 2729.043701
	Iteration 30Q: 3 clusters Score -488340.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -488347.437500 Penalty: 2729.043701
	Iteration 31Q: 3 clusters Score -488347.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -488353.687500 Penalty: 2729.043701
	Iteration 32Q: 3 clusters Score -488353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -488357.031250 Penalty: 2729.043701
	Iteration 33Q: 3 clusters Score -488357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -488361.781250 Penalty: 2729.043701
	Iteration 34Q: 3 clusters Score -488361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -488363.531250 Penalty: 2729.043701
	Iteration 35Q: 3 clusters Score -488363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -488364.375000 Penalty: 2729.043701
	Iteration 36Q: 3 clusters Score -488364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -488363.812500 Penalty: 2729.043701
	Iteration 37Q: 3 clusters Score -488363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -488363.812500 Penalty: 2729.043701
	Iteration 38F: 3 clusters Score -488363.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Entering Unmasked Estep 
Score: -4848187.000000 Penalty: 1737.924072
	Iteration 0F: 2 clusters Score -4848187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4818648.500000 Penalty: 3475.848145
	Iteration 0F: 3 clusters Score -4818648 nChanged 20737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -4830265.500000 Penalty: 3475.848145
	Iteration 1F: 3 clusters Score -4830266 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -4830784.000000 Penalty: 3475.848145
	Iteration 2Q: 3 clusters Score -4830784 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -4831311.500000 Penalty: 3475.848145
	Iteration 3Q: 3 clusters Score -4831312 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -4831880.000000 Penalty: 3475.848145
	Iteration 4Q: 3 clusters Score -4831880 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -4832521.500000 Penalty: 3475.848145
	Iteration 5Q: 3 clusters Score -4832522 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4833295.000000 Penalty: 3475.848145
	Iteration 6Q: 3 clusters Score -4833295 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -4834169.000000 Penalty: 3475.848145
	Iteration 7Q: 3 clusters Score -4834169 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -4835199.000000 Penalty: 3475.848145
	Iteration 8Q: 3 clusters Score -4835199 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -4836686.500000 Penalty: 3475.848145
	Iteration 9F: 3 clusters Score -4836686 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4838558.500000 Penalty: 3475.848145
	Iteration 10F: 3 clusters Score -4838558 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4840638.000000 Penalty: 3475.848145
	Iteration 11F: 3 clusters Score -4840638 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4842433.500000 Penalty: 3475.848145
	Iteration 12Q: 3 clusters Score -4842434 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -4843483.500000 Penalty: 3475.848145
	Iteration 13Q: 3 clusters Score -4843484 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4844149.000000 Penalty: 3475.848145
	Iteration 14Q: 3 clusters Score -4844149 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -4844624.500000 Penalty: 3475.848145
	Iteration 15Q: 3 clusters Score -4844624 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -4845032.500000 Penalty: 3475.848145
	Iteration 16Q: 3 clusters Score -4845032 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4845317.000000 Penalty: 3475.848145
	Iteration 17Q: 3 clusters Score -4845317 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4845579.500000 Penalty: 3475.848145
	Iteration 18Q: 3 clusters Score -4845580 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -4845820.000000 Penalty: 3475.848145
	Iteration 19Q: 3 clusters Score -4845820 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -4846002.000000 Penalty: 3475.848145
	Iteration 20F: 3 clusters Score -4846002 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4846126.000000 Penalty: 3475.848145
	Iteration 21Q: 3 clusters Score -4846126 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -4846255.000000 Penalty: 3475.848145
	Iteration 22Q: 3 clusters Score -4846255 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -4846365.500000 Penalty: 3475.848145
	Iteration 23Q: 3 clusters Score -4846366 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -4846428.000000 Penalty: 3475.848145
	Iteration 24Q: 3 clusters Score -4846428 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -4846477.000000 Penalty: 3475.848145
	Iteration 25Q: 3 clusters Score -4846477 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -4846522.000000 Penalty: 3475.848145
	Iteration 26Q: 3 clusters Score -4846522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -4846558.500000 Penalty: 3475.848145
	Iteration 27Q: 3 clusters Score -4846558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -4846590.500000 Penalty: 3475.848145
	Iteration 28Q: 3 clusters Score -4846590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -4846617.500000 Penalty: 3475.848145
	Iteration 29Q: 3 clusters Score -4846618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -4846633.500000 Penalty: 3475.848145
	Iteration 30Q: 3 clusters Score -4846634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -4846645.000000 Penalty: 3475.848145
	Iteration 31Q: 3 clusters Score -4846645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -4846665.000000 Penalty: 3475.848145
	Iteration 32Q: 3 clusters Score -4846665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -4846669.500000 Penalty: 3475.848145
	Iteration 33Q: 3 clusters Score -4846670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -4846679.500000 Penalty: 3475.848145
	Iteration 34Q: 3 clusters Score -4846680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -4846677.500000 Penalty: 3475.848145
	Iteration 35Q: 3 clusters Score -4846678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -4846685.000000 Penalty: 3475.848145
	Iteration 36Q: 3 clusters Score -4846685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -4846698.500000 Penalty: 3475.848145
	Iteration 37Q: 3 clusters Score -4846698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -4846701.500000 Penalty: 3475.848145
	Iteration 38Q: 3 clusters Score -4846702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -4846712.500000 Penalty: 3475.848145
	Iteration 39Q: 3 clusters Score -4846712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -4846718.000000 Penalty: 3475.848145
	Iteration 40F: 3 clusters Score -4846718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -4846720.000000 Penalty: 3475.848145
	Iteration 41Q: 3 clusters Score -4846720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -4846719.500000 Penalty: 3475.848145
	Iteration 42Q: 3 clusters Score -4846720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -4846724.500000 Penalty: 3475.848145
	Iteration 43Q: 3 clusters Score -4846724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -4846721.000000 Penalty: 3475.848145
	Iteration 44Q: 3 clusters Score -4846721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -4846733.000000 Penalty: 3475.848145
	Iteration 45Q: 3 clusters Score -4846733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -4846736.000000 Penalty: 3475.848145
	Iteration 46Q: 3 clusters Score -4846736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -4846737.500000 Penalty: 3475.848145
	Iteration 47Q: 3 clusters Score -4846738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -4846737.500000 Penalty: 3475.848145
	Iteration 48Q: 3 clusters Score -4846738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -4846737.500000 Penalty: 3475.848145
	Iteration 49Q: 3 clusters Score -4846738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -4846740.500000 Penalty: 3475.848145
	Iteration 50Q: 3 clusters Score -4846740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -4846739.500000 Penalty: 3475.848145
	Iteration 51Q: 3 clusters Score -4846740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -4846744.000000 Penalty: 3475.848145
	Iteration 52Q: 3 clusters Score -4846744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -4846745.000000 Penalty: 3475.848145
	Iteration 53Q: 3 clusters Score -4846745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -4846750.500000 Penalty: 3475.848145
	Iteration 54Q: 3 clusters Score -4846750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -4846748.000000 Penalty: 3475.848145
	Iteration 55Q: 3 clusters Score -4846748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -4846750.000000 Penalty: 3475.848145
	Iteration 56Q: 3 clusters Score -4846750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -4846751.000000 Penalty: 3475.848145
	Iteration 57Q: 3 clusters Score -4846751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -4846750.000000 Penalty: 3475.848145
	Iteration 58Q: 3 clusters Score -4846750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -4846754.500000 Penalty: 3475.848145
	Iteration 59Q: 3 clusters Score -4846754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -4846753.500000 Penalty: 3475.848145
	Iteration 60F: 3 clusters Score -4846754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -4846760.500000 Penalty: 3475.848145
	Iteration 61Q: 3 clusters Score -4846760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -4846764.000000 Penalty: 3475.848145
	Iteration 62Q: 3 clusters Score -4846764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -4846770.000000 Penalty: 3475.848145
	Iteration 63Q: 3 clusters Score -4846770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -4846768.000000 Penalty: 3475.848145
	Iteration 64Q: 3 clusters Score -4846768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -4846774.000000 Penalty: 3475.848145
	Iteration 65Q: 3 clusters Score -4846774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -4846779.000000 Penalty: 3475.848145
	Iteration 66Q: 3 clusters Score -4846779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -4846779.000000 Penalty: 3475.848145
	Iteration 67Q: 3 clusters Score -4846779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -4846776.500000 Penalty: 3475.848145
	Iteration 68Q: 3 clusters Score -4846776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -4846784.000000 Penalty: 3475.848145
	Iteration 69Q: 3 clusters Score -4846784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -4846786.000000 Penalty: 3475.848145
	Iteration 70Q: 3 clusters Score -4846786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -4846782.000000 Penalty: 3475.848145
	Iteration 71Q: 3 clusters Score -4846782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -4846782.500000 Penalty: 3475.848145
	Iteration 72Q: 3 clusters Score -4846782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -4846782.500000 Penalty: 3475.848145
	Iteration 73F: 3 clusters Score -4846782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48974 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174827 members 
Mstep: Class 11 contains 103027 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66325 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42316 members 
Mstep: Class 19 contains 175033 members 
Mstep: Class 20 contains 179883 members 
Mstep: Class 21 contains 32214 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844120.000000 Penalty: 33373.367188
Iteration 359Q: 16 clusters Score -9.384412e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48973 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 174837 members 
Mstep: Class 11 contains 102974 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66327 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42317 members 
Mstep: Class 19 contains 175034 members 
Mstep: Class 20 contains 179922 members 
Mstep: Class 21 contains 32212 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844096.000000 Penalty: 33373.367188
Iteration 360F: 16 clusters Score -9.38441e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48977 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 174858 members 
Mstep: Class 11 contains 102911 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66331 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42318 members 
Mstep: Class 19 contains 175036 members 
Mstep: Class 20 contains 179947 members 
Mstep: Class 21 contains 32212 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844160.000000 Penalty: 33373.367188
Iteration 361Q: 16 clusters Score -9.384416e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48970 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 174867 members 
Mstep: Class 11 contains 102862 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66336 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 42319 members 
Mstep: Class 19 contains 175032 members 
Mstep: Class 20 contains 179986 members 
Mstep: Class 21 contains 32216 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844080.000000 Penalty: 33373.367188
Iteration 362Q: 16 clusters Score -9.384408e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48961 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 174877 members 
Mstep: Class 11 contains 102824 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66340 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 42319 members 
Mstep: Class 19 contains 175036 members 
Mstep: Class 20 contains 180010 members 
Mstep: Class 21 contains 32222 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844104.000000 Penalty: 33373.367188
Iteration 363Q: 16 clusters Score -9.38441e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48957 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 174882 members 
Mstep: Class 11 contains 102797 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66346 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 42318 members 
Mstep: Class 19 contains 175041 members 
Mstep: Class 20 contains 180019 members 
Mstep: Class 21 contains 32229 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844056.000000 Penalty: 33373.367188
Iteration 364Q: 16 clusters Score -9.384406e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48953 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 174888 members 
Mstep: Class 11 contains 102766 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66352 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 42318 members 
Mstep: Class 19 contains 175051 members 
Mstep: Class 20 contains 180026 members 
Mstep: Class 21 contains 32232 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844056.000000 Penalty: 33373.367188
Iteration 365Q: 16 clusters Score -9.384406e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48947 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 174896 members 
Mstep: Class 11 contains 102733 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66354 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 42318 members 
Mstep: Class 19 contains 175062 members 
Mstep: Class 20 contains 180037 members 
Mstep: Class 21 contains 32235 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844056.000000 Penalty: 33373.367188
Iteration 366Q: 16 clusters Score -9.384406e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48939 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 174902 members 
Mstep: Class 11 contains 102697 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66358 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 42318 members 
Mstep: Class 19 contains 175077 members 
Mstep: Class 20 contains 180054 members 
Mstep: Class 21 contains 32234 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844040.000000 Penalty: 33373.367188
Iteration 367Q: 16 clusters Score -9.384404e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48937 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 174918 members 
Mstep: Class 11 contains 102657 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66360 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 42318 members 
Mstep: Class 19 contains 175083 members 
Mstep: Class 20 contains 180065 members 
Mstep: Class 21 contains 32236 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843960.000000 Penalty: 33373.367188
Iteration 368Q: 16 clusters Score -9.384396e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48935 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 174919 members 
Mstep: Class 11 contains 102620 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66363 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 19 contains 175080 members 
Mstep: Class 20 contains 180090 members 
Mstep: Class 21 contains 32238 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844000.000000 Penalty: 33373.367188
Iteration 369Q: 16 clusters Score -9.3844e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48929 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 174922 members 
Mstep: Class 11 contains 102590 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66367 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 19 contains 175075 members 
Mstep: Class 20 contains 180121 members 
Mstep: Class 21 contains 32239 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844080.000000 Penalty: 33373.367188
Iteration 370Q: 16 clusters Score -9.384408e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48927 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 174922 members 
Mstep: Class 11 contains 102557 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66375 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 19 contains 175073 members 
Mstep: Class 20 contains 180147 members 
Mstep: Class 21 contains 32240 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844096.000000 Penalty: 33373.367188
Iteration 371Q: 16 clusters Score -9.38441e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48920 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 174925 members 
Mstep: Class 11 contains 102536 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66376 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 19 contains 175080 members 
Mstep: Class 20 contains 180162 members 
Mstep: Class 21 contains 32240 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844088.000000 Penalty: 33373.367188
Iteration 372Q: 16 clusters Score -9.384409e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48908 members 
Mstep: Class 7 contains 4712 members 
Mstep: Class 8 contains 174931 members 
Mstep: Class 11 contains 102525 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66378 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 19 contains 175081 members 
Mstep: Class 20 contains 180175 members 
Mstep: Class 21 contains 32238 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844144.000000 Penalty: 33373.367188
Iteration 373Q: 16 clusters Score -9.384414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48902 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 174940 members 
Mstep: Class 11 contains 102512 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66380 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 19 contains 175079 members 
Mstep: Class 20 contains 180185 members 
Mstep: Class 21 contains 32237 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844152.000000 Penalty: 33373.367188
Iteration 374Q: 16 clusters Score -9.384415e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48898 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 174944 members 
Mstep: Class 11 contains 102497 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66384 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42321 members 
Mstep: Class 19 contains 175084 members 
Mstep: Class 20 contains 180191 members 
Mstep: Class 21 contains 32237 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 44166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844096.000000 Penalty: 33373.367188
Iteration 375Q: 16 clusters Score -9.38441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48892 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 174948 members 
Mstep: Class 11 contains 102485 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66389 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42321 members 
Mstep: Class 19 contains 175089 members 
Mstep: Class 20 contains 180194 members 
Mstep: Class 21 contains 32240 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 44165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844136.000000 Penalty: 33373.367188
Iteration 376Q: 16 clusters Score -9.384414e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48889 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 174957 members 
Mstep: Class 11 contains 102477 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66391 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 19 contains 175090 members 
Mstep: Class 20 contains 180191 members 
Mstep: Class 21 contains 32240 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 44167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844120.000000 Penalty: 33373.367188
Iteration 377Q: 16 clusters Score -9.384412e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48886 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 174969 members 
Mstep: Class 11 contains 102457 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66394 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 19 contains 175088 members 
Mstep: Class 20 contains 180198 members 
Mstep: Class 21 contains 32243 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 44167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844064.000000 Penalty: 33373.367188
Iteration 378Q: 16 clusters Score -9.384406e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48884 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 174975 members 
Mstep: Class 11 contains 102438 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66394 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42324 members 
Mstep: Class 19 contains 175092 members 
Mstep: Class 20 contains 180208 members 
Mstep: Class 21 contains 32239 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 44168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844112.000000 Penalty: 33373.367188
Iteration 379Q: 16 clusters Score -9.384411e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48882 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 174977 members 
Mstep: Class 11 contains 102421 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66392 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42327 members 
Mstep: Class 19 contains 175099 members 
Mstep: Class 20 contains 180213 members 
Mstep: Class 21 contains 32237 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 44175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844136.000000 Penalty: 33373.367188
Iteration 380F: 16 clusters Score -9.384414e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48876 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 174987 members 
Mstep: Class 11 contains 102412 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66394 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42329 members 
Mstep: Class 19 contains 175098 members 
Mstep: Class 20 contains 180217 members 
Mstep: Class 21 contains 32233 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844152.000000 Penalty: 33373.367188
Iteration 381Q: 16 clusters Score -9.384415e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48871 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 174999 members 
Mstep: Class 11 contains 102398 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66397 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42328 members 
Mstep: Class 19 contains 175101 members 
Mstep: Class 20 contains 180222 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 44178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844112.000000 Penalty: 33373.367188
Iteration 382Q: 16 clusters Score -9.384411e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48864 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175006 members 
Mstep: Class 11 contains 102389 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 66398 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42329 members 
Mstep: Class 19 contains 175098 members 
Mstep: Class 20 contains 180233 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844080.000000 Penalty: 33373.367188
Iteration 383Q: 16 clusters Score -9.384408e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48855 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175008 members 
Mstep: Class 11 contains 102380 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66400 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42332 members 
Mstep: Class 19 contains 175094 members 
Mstep: Class 20 contains 180244 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 44181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844080.000000 Penalty: 33373.367188
Iteration 384Q: 16 clusters Score -9.384408e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48847 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175016 members 
Mstep: Class 11 contains 102374 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66399 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42331 members 
Mstep: Class 19 contains 175092 members 
Mstep: Class 20 contains 180256 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844096.000000 Penalty: 33373.367188
Iteration 385Q: 16 clusters Score -9.38441e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48838 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175018 members 
Mstep: Class 11 contains 102357 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66400 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42331 members 
Mstep: Class 19 contains 175092 members 
Mstep: Class 20 contains 180277 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 44182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 386Q: 16 clusters Score -9.384405e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48828 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175030 members 
Mstep: Class 11 contains 102333 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66400 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42331 members 
Mstep: Class 19 contains 175093 members 
Mstep: Class 20 contains 180296 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 44184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844104.000000 Penalty: 33373.367188
Iteration 387Q: 16 clusters Score -9.38441e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48823 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175039 members 
Mstep: Class 11 contains 102311 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66401 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42331 members 
Mstep: Class 19 contains 175097 members 
Mstep: Class 20 contains 180308 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 44187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844104.000000 Penalty: 33373.367188
Iteration 388Q: 16 clusters Score -9.38441e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48816 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175042 members 
Mstep: Class 11 contains 102290 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66406 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42331 members 
Mstep: Class 19 contains 175111 members 
Mstep: Class 20 contains 180313 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 44188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844072.000000 Penalty: 33373.367188
Iteration 389Q: 16 clusters Score -9.384407e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48813 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175053 members 
Mstep: Class 11 contains 102259 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66408 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42332 members 
Mstep: Class 19 contains 175126 members 
Mstep: Class 20 contains 180318 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 44188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844056.000000 Penalty: 33373.367188
Iteration 390Q: 16 clusters Score -9.384406e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 6 contains 48814 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175060 members 
Mstep: Class 11 contains 102223 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66410 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42334 members 
Mstep: Class 19 contains 175130 members 
Mstep: Class 20 contains 180336 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 391Q: 16 clusters Score -9.384405e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48811 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175074 members 
Mstep: Class 11 contains 102192 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66415 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42335 members 
Mstep: Class 19 contains 175127 members 
Mstep: Class 20 contains 180351 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843984.000000 Penalty: 33373.367188
Iteration 392Q: 16 clusters Score -9.384398e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48803 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175090 members 
Mstep: Class 11 contains 102159 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66418 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42336 members 
Mstep: Class 19 contains 175123 members 
Mstep: Class 20 contains 180372 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843944.000000 Penalty: 33373.367188
Iteration 393Q: 16 clusters Score -9.384394e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48800 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175103 members 
Mstep: Class 11 contains 102119 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66421 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42337 members 
Mstep: Class 19 contains 175127 members 
Mstep: Class 20 contains 180390 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843952.000000 Penalty: 33373.367188
Iteration 394Q: 16 clusters Score -9.384395e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48795 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175118 members 
Mstep: Class 11 contains 102085 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66423 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42338 members 
Mstep: Class 19 contains 175130 members 
Mstep: Class 20 contains 180399 members 
Mstep: Class 21 contains 32233 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 395Q: 16 clusters Score -9.384405e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48793 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175134 members 
Mstep: Class 11 contains 102051 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66427 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42338 members 
Mstep: Class 19 contains 175141 members 
Mstep: Class 20 contains 180403 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 44210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 396Q: 16 clusters Score -9.384405e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48786 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175153 members 
Mstep: Class 11 contains 102014 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66433 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42341 members 
Mstep: Class 19 contains 175152 members 
Mstep: Class 20 contains 180404 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 44214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844064.000000 Penalty: 33373.367188
Iteration 397Q: 16 clusters Score -9.384406e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48782 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175175 members 
Mstep: Class 11 contains 101975 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66441 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42341 members 
Mstep: Class 19 contains 175158 members 
Mstep: Class 20 contains 180401 members 
Mstep: Class 21 contains 32232 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 44223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 398Q: 16 clusters Score -9.384405e+07 nChanged 95
Entering ConstructFrom: 
Score: -93844048.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Entering Unmasked Estep 
Score: -360078.593750 Penalty: 1327.838989
	Iteration 0F: 2 clusters Score -360078.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -356994.656250 Penalty: 2655.677979
	Iteration 0F: 3 clusters Score -356994.7 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -357880.218750 Penalty: 2655.677979
	Iteration 1F: 3 clusters Score -357880.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -358131.093750 Penalty: 2655.677979
	Iteration 2F: 3 clusters Score -358131.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -358354.812500 Penalty: 2655.677979
	Iteration 3F: 3 clusters Score -358354.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -358681.156250 Penalty: 2655.677979
	Iteration 4F: 3 clusters Score -358681.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -358961.000000 Penalty: 2655.677979
	Iteration 5F: 3 clusters Score -358961 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -359184.718750 Penalty: 2655.677979
	Iteration 6F: 3 clusters Score -359184.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -359330.375000 Penalty: 2655.677979
	Iteration 7Q: 3 clusters Score -359330.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -359452.625000 Penalty: 2655.677979
	Iteration 8Q: 3 clusters Score -359452.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -359561.281250 Penalty: 2655.677979
	Iteration 9Q: 3 clusters Score -359561.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -359627.031250 Penalty: 2655.677979
	Iteration 10Q: 3 clusters Score -359627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -359669.875000 Penalty: 2655.677979
	Iteration 11Q: 3 clusters Score -359669.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -359697.062500 Penalty: 2655.677979
	Iteration 12Q: 3 clusters Score -359697.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -359712.218750 Penalty: 2655.677979
	Iteration 13Q: 3 clusters Score -359712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -359718.093750 Penalty: 2655.677979
	Iteration 14Q: 3 clusters Score -359718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -359722.125000 Penalty: 2655.677979
	Iteration 15Q: 3 clusters Score -359722.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -359725.375000 Penalty: 2655.677979
	Iteration 16Q: 3 clusters Score -359725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -359726.500000 Penalty: 2655.677979
	Iteration 17Q: 3 clusters Score -359726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -359727.187500 Penalty: 2655.677979
	Iteration 18Q: 3 clusters Score -359727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -359727.343750 Penalty: 2655.677979
	Iteration 19Q: 3 clusters Score -359727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -359727.812500 Penalty: 2655.677979
	Iteration 20F: 3 clusters Score -359727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -359728.781250 Penalty: 2655.677979
	Iteration 21Q: 3 clusters Score -359728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -359728.781250 Penalty: 2655.677979
	Iteration 22F: 3 clusters Score -359728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -92140.937500 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -92140.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90831.898438 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -90831.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91341.523438 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -91341.52 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91604.875000 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -91604.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91751.390625 Penalty: 2234.114502
	Iteration 3F: 3 clusters Score -91751.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91854.281250 Penalty: 2234.114502
	Iteration 4Q: 3 clusters Score -91854.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91918.085938 Penalty: 2234.114502
	Iteration 5Q: 3 clusters Score -91918.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91942.578125 Penalty: 2234.114502
	Iteration 6Q: 3 clusters Score -91942.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91976.296875 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -91976.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91996.578125 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -91996.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92008.046875 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -92008.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92019.890625 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -92019.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92033.515625 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -92033.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92045.125000 Penalty: 2234.114502
	Iteration 12Q: 3 clusters Score -92045.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92064.312500 Penalty: 2234.114502
	Iteration 13Q: 3 clusters Score -92064.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92072.210938 Penalty: 2234.114502
	Iteration 14Q: 3 clusters Score -92072.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92079.984375 Penalty: 2234.114502
	Iteration 15Q: 3 clusters Score -92079.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92083.789062 Penalty: 2234.114502
	Iteration 16Q: 3 clusters Score -92083.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92084.406250 Penalty: 2234.114502
	Iteration 17Q: 3 clusters Score -92084.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92084.406250 Penalty: 2234.114502
	Iteration 18F: 3 clusters Score -92084.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Entering Unmasked Estep 
Score: -5129210.000000 Penalty: 1754.193115
	Iteration 0F: 2 clusters Score -5129210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -5096554.500000 Penalty: 3508.386230
	Iteration 0F: 3 clusters Score -5096554 nChanged 22737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -5109420.000000 Penalty: 3508.386230
	Iteration 1F: 3 clusters Score -5109420 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -5109941.500000 Penalty: 3508.386230
	Iteration 2Q: 3 clusters Score -5109942 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5110539.500000 Penalty: 3508.386230
	Iteration 3Q: 3 clusters Score -5110540 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -5111203.500000 Penalty: 3508.386230
	Iteration 4Q: 3 clusters Score -5111204 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5111993.000000 Penalty: 3508.386230
	Iteration 5Q: 3 clusters Score -5111993 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5113084.500000 Penalty: 3508.386230
	Iteration 6Q: 3 clusters Score -5113084 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -5114501.000000 Penalty: 3508.386230
	Iteration 7F: 3 clusters Score -5114501 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -5116380.500000 Penalty: 3508.386230
	Iteration 8F: 3 clusters Score -5116380 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5118136.500000 Penalty: 3508.386230
	Iteration 9F: 3 clusters Score -5118136 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -5119538.000000 Penalty: 3508.386230
	Iteration 10F: 3 clusters Score -5119538 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -5120300.500000 Penalty: 3508.386230
	Iteration 11Q: 3 clusters Score -5120300 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -5120683.000000 Penalty: 3508.386230
	Iteration 12Q: 3 clusters Score -5120683 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5120859.000000 Penalty: 3508.386230
	Iteration 13Q: 3 clusters Score -5120859 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -5120984.500000 Penalty: 3508.386230
	Iteration 14Q: 3 clusters Score -5120984 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5121075.500000 Penalty: 3508.386230
	Iteration 15Q: 3 clusters Score -5121076 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -5121204.500000 Penalty: 3508.386230
	Iteration 16Q: 3 clusters Score -5121204 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -5121311.000000 Penalty: 3508.386230
	Iteration 17Q: 3 clusters Score -5121311 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5121459.000000 Penalty: 3508.386230
	Iteration 18Q: 3 clusters Score -5121459 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -5121587.500000 Penalty: 3508.386230
	Iteration 19Q: 3 clusters Score -5121588 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5121738.500000 Penalty: 3508.386230
	Iteration 20F: 3 clusters Score -5121738 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -5121871.000000 Penalty: 3508.386230
	Iteration 21Q: 3 clusters Score -5121871 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -5122057.500000 Penalty: 3508.386230
	Iteration 22Q: 3 clusters Score -5122058 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -5122265.500000 Penalty: 3508.386230
	Iteration 23Q: 3 clusters Score -5122266 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -5122495.500000 Penalty: 3508.386230
	Iteration 24Q: 3 clusters Score -5122496 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -5122742.000000 Penalty: 3508.386230
	Iteration 25Q: 3 clusters Score -5122742 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -5123004.500000 Penalty: 3508.386230
	Iteration 26Q: 3 clusters Score -5123004 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -5123262.500000 Penalty: 3508.386230
	Iteration 27Q: 3 clusters Score -5123262 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -5123540.000000 Penalty: 3508.386230
	Iteration 28Q: 3 clusters Score -5123540 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -5123841.000000 Penalty: 3508.386230
	Iteration 29Q: 3 clusters Score -5123841 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -5124176.500000 Penalty: 3508.386230
	Iteration 30Q: 3 clusters Score -5124176 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -5124495.500000 Penalty: 3508.386230
	Iteration 31Q: 3 clusters Score -5124496 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -5124805.500000 Penalty: 3508.386230
	Iteration 32Q: 3 clusters Score -5124806 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -5125159.500000 Penalty: 3508.386230
	Iteration 33Q: 3 clusters Score -5125160 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5125528.000000 Penalty: 3508.386230
	Iteration 34Q: 3 clusters Score -5125528 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5125916.500000 Penalty: 3508.386230
	Iteration 35Q: 3 clusters Score -5125916 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5126274.500000 Penalty: 3508.386230
	Iteration 36Q: 3 clusters Score -5126274 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5126621.000000 Penalty: 3508.386230
	Iteration 37Q: 3 clusters Score -5126621 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5126915.000000 Penalty: 3508.386230
	Iteration 38Q: 3 clusters Score -5126915 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5127135.500000 Penalty: 3508.386230
	Iteration 39Q: 3 clusters Score -5127136 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5127336.000000 Penalty: 3508.386230
	Iteration 40F: 3 clusters Score -5127336 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5127506.500000 Penalty: 3508.386230
	Iteration 41Q: 3 clusters Score -5127506 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5127652.000000 Penalty: 3508.386230
	Iteration 42Q: 3 clusters Score -5127652 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5127768.000000 Penalty: 3508.386230
	Iteration 43Q: 3 clusters Score -5127768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5127861.000000 Penalty: 3508.386230
	Iteration 44Q: 3 clusters Score -5127861 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5127911.000000 Penalty: 3508.386230
	Iteration 45Q: 3 clusters Score -5127911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5127958.500000 Penalty: 3508.386230
	Iteration 46Q: 3 clusters Score -5127958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5128000.000000 Penalty: 3508.386230
	Iteration 47Q: 3 clusters Score -5128000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5128035.500000 Penalty: 3508.386230
	Iteration 48Q: 3 clusters Score -5128036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5128056.000000 Penalty: 3508.386230
	Iteration 49Q: 3 clusters Score -5128056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5128086.000000 Penalty: 3508.386230
	Iteration 50Q: 3 clusters Score -5128086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5128119.000000 Penalty: 3508.386230
	Iteration 51Q: 3 clusters Score -5128119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5128154.000000 Penalty: 3508.386230
	Iteration 52Q: 3 clusters Score -5128154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5128181.500000 Penalty: 3508.386230
	Iteration 53Q: 3 clusters Score -5128182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5128199.000000 Penalty: 3508.386230
	Iteration 54Q: 3 clusters Score -5128199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5128217.000000 Penalty: 3508.386230
	Iteration 55Q: 3 clusters Score -5128217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5128225.500000 Penalty: 3508.386230
	Iteration 56Q: 3 clusters Score -5128226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5128229.000000 Penalty: 3508.386230
	Iteration 57Q: 3 clusters Score -5128229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5128228.500000 Penalty: 3508.386230
	Iteration 58Q: 3 clusters Score -5128228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5128228.500000 Penalty: 3508.386230
	Iteration 59F: 3 clusters Score -5128228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Entering Unmasked Estep 
Score: -501665.250000 Penalty: 1374.369141
	Iteration 0F: 2 clusters Score -501665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -497808.218750 Penalty: 2748.738281
	Iteration 0F: 3 clusters Score -497808.2 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -498899.968750 Penalty: 2748.738281
	Iteration 1F: 3 clusters Score -498900 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -499147.281250 Penalty: 2748.738281
	Iteration 2F: 3 clusters Score -499147.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -499330.687500 Penalty: 2748.738281
	Iteration 3F: 3 clusters Score -499330.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -499470.343750 Penalty: 2748.738281
	Iteration 4F: 3 clusters Score -499470.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -499587.125000 Penalty: 2748.738281
	Iteration 5Q: 3 clusters Score -499587.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -499674.500000 Penalty: 2748.738281
	Iteration 6Q: 3 clusters Score -499674.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -499749.625000 Penalty: 2748.738281
	Iteration 7Q: 3 clusters Score -499749.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -499817.250000 Penalty: 2748.738281
	Iteration 8Q: 3 clusters Score -499817.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -499877.187500 Penalty: 2748.738281
	Iteration 9Q: 3 clusters Score -499877.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -499943.406250 Penalty: 2748.738281
	Iteration 10Q: 3 clusters Score -499943.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -500028.656250 Penalty: 2748.738281
	Iteration 11Q: 3 clusters Score -500028.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -500104.843750 Penalty: 2748.738281
	Iteration 12Q: 3 clusters Score -500104.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -500182.593750 Penalty: 2748.738281
	Iteration 13Q: 3 clusters Score -500182.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -500227.812500 Penalty: 2748.738281
	Iteration 14Q: 3 clusters Score -500227.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -500266.875000 Penalty: 2748.738281
	Iteration 15Q: 3 clusters Score -500266.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -500305.406250 Penalty: 2748.738281
	Iteration 16Q: 3 clusters Score -500305.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -500338.656250 Penalty: 2748.738281
	Iteration 17Q: 3 clusters Score -500338.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -500371.093750 Penalty: 2748.738281
	Iteration 18Q: 3 clusters Score -500371.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -500412.187500 Penalty: 2748.738281
	Iteration 19Q: 3 clusters Score -500412.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -500450.843750 Penalty: 2748.738281
	Iteration 20F: 3 clusters Score -500450.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -500496.250000 Penalty: 2748.738281
	Iteration 21Q: 3 clusters Score -500496.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -500535.562500 Penalty: 2748.738281
	Iteration 22Q: 3 clusters Score -500535.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -500560.875000 Penalty: 2748.738281
	Iteration 23Q: 3 clusters Score -500560.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -500580.687500 Penalty: 2748.738281
	Iteration 24Q: 3 clusters Score -500580.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -500590.875000 Penalty: 2748.738281
	Iteration 25Q: 3 clusters Score -500590.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -500599.843750 Penalty: 2748.738281
	Iteration 26Q: 3 clusters Score -500599.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -500607.218750 Penalty: 2748.738281
	Iteration 27Q: 3 clusters Score -500607.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -500609.000000 Penalty: 2748.738281
	Iteration 28Q: 3 clusters Score -500609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -500614.156250 Penalty: 2748.738281
	Iteration 29Q: 3 clusters Score -500614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -500618.656250 Penalty: 2748.738281
	Iteration 30Q: 3 clusters Score -500618.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -500625.718750 Penalty: 2748.738281
	Iteration 31Q: 3 clusters Score -500625.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -500630.062500 Penalty: 2748.738281
	Iteration 32Q: 3 clusters Score -500630.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -500630.812500 Penalty: 2748.738281
	Iteration 33Q: 3 clusters Score -500630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -500631.312500 Penalty: 2748.738281
	Iteration 34Q: 3 clusters Score -500631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -500631.312500 Penalty: 2748.738281
	Iteration 35F: 3 clusters Score -500631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Entering Unmasked Estep 
Score: -18998014.000000 Penalty: 1961.958740
	Iteration 0F: 2 clusters Score -1.899801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -18883238.000000 Penalty: 3923.917480
	Iteration 0F: 3 clusters Score -1.888324e+07 nChanged 84504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 95839 members 
Entering Unmasked Estep 
Score: -18933400.000000 Penalty: 3923.917480
	Iteration 1F: 3 clusters Score -1.89334e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 101028 members 
Entering Unmasked Estep 
Score: -18935480.000000 Penalty: 3923.917480
	Iteration 2Q: 3 clusters Score -1.893548e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -18939464.000000 Penalty: 3923.917480
	Iteration 3Q: 3 clusters Score -1.893946e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 119996 members 
Entering Unmasked Estep 
Score: -18947010.000000 Penalty: 3923.917480
	Iteration 4F: 3 clusters Score -1.894701e+07 nChanged 14846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 134420 members 
Entering Unmasked Estep 
Score: -18959220.000000 Penalty: 3923.917480
	Iteration 5F: 3 clusters Score -1.895922e+07 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 149329 members 
Entering Unmasked Estep 
Score: -18974056.000000 Penalty: 3923.917480
	Iteration 6F: 3 clusters Score -1.897406e+07 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -18985786.000000 Penalty: 3923.917480
	Iteration 7F: 3 clusters Score -1.898579e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 166927 members 
Entering Unmasked Estep 
Score: -18992132.000000 Penalty: 3923.917480
	Iteration 8Q: 3 clusters Score -1.899213e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 170086 members 
Entering Unmasked Estep 
Score: -18994836.000000 Penalty: 3923.917480
	Iteration 9Q: 3 clusters Score -1.899484e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 171740 members 
Entering Unmasked Estep 
Score: -18995782.000000 Penalty: 3923.917480
	Iteration 10Q: 3 clusters Score -1.899578e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 172617 members 
Entering Unmasked Estep 
Score: -18996238.000000 Penalty: 3923.917480
	Iteration 11Q: 3 clusters Score -1.899624e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 173109 members 
Entering Unmasked Estep 
Score: -18996442.000000 Penalty: 3923.917480
	Iteration 12Q: 3 clusters Score -1.899644e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 173406 members 
Entering Unmasked Estep 
Score: -18996692.000000 Penalty: 3923.917480
	Iteration 13Q: 3 clusters Score -1.899669e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 173563 members 
Entering Unmasked Estep 
Score: -18996750.000000 Penalty: 3923.917480
	Iteration 14Q: 3 clusters Score -1.899675e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 173682 members 
Entering Unmasked Estep 
Score: -18996866.000000 Penalty: 3923.917480
	Iteration 15Q: 3 clusters Score -1.899687e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 173764 members 
Entering Unmasked Estep 
Score: -18996902.000000 Penalty: 3923.917480
	Iteration 16Q: 3 clusters Score -1.89969e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 173817 members 
Entering Unmasked Estep 
Score: -18996908.000000 Penalty: 3923.917480
	Iteration 17Q: 3 clusters Score -1.899691e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 173850 members 
Entering Unmasked Estep 
Score: -18996946.000000 Penalty: 3923.917480
	Iteration 18Q: 3 clusters Score -1.899695e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 173885 members 
Entering Unmasked Estep 
Score: -18996952.000000 Penalty: 3923.917480
	Iteration 19Q: 3 clusters Score -1.899695e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 173907 members 
Entering Unmasked Estep 
Score: -18996968.000000 Penalty: 3923.917480
	Iteration 20F: 3 clusters Score -1.899697e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 173929 members 
Entering Unmasked Estep 
Score: -18996988.000000 Penalty: 3923.917480
	Iteration 21Q: 3 clusters Score -1.899699e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -18997012.000000 Penalty: 3923.917480
	Iteration 22Q: 3 clusters Score -1.899701e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 173948 members 
Entering Unmasked Estep 
Score: -18997024.000000 Penalty: 3923.917480
	Iteration 23Q: 3 clusters Score -1.899702e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 173949 members 
Entering Unmasked Estep 
Score: -18997006.000000 Penalty: 3923.917480
	Iteration 24Q: 3 clusters Score -1.899701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -18997036.000000 Penalty: 3923.917480
	Iteration 25Q: 3 clusters Score -1.899704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -18997050.000000 Penalty: 3923.917480
	Iteration 26Q: 3 clusters Score -1.899705e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 173934 members 
Entering Unmasked Estep 
Score: -18997044.000000 Penalty: 3923.917480
	Iteration 27Q: 3 clusters Score -1.899704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 173928 members 
Entering Unmasked Estep 
Score: -18997048.000000 Penalty: 3923.917480
	Iteration 28Q: 3 clusters Score -1.899705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 173928 members 
Entering Unmasked Estep 
Score: -18997076.000000 Penalty: 3923.917480
	Iteration 29Q: 3 clusters Score -1.899708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 173921 members 
Entering Unmasked Estep 
Score: -18997082.000000 Penalty: 3923.917480
	Iteration 30Q: 3 clusters Score -1.899708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -18997088.000000 Penalty: 3923.917480
	Iteration 31Q: 3 clusters Score -1.899709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 173926 members 
Entering Unmasked Estep 
Score: -18997076.000000 Penalty: 3923.917480
	Iteration 32Q: 3 clusters Score -1.899708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 173926 members 
Entering Unmasked Estep 
Score: -18997070.000000 Penalty: 3923.917480
	Iteration 33Q: 3 clusters Score -1.899707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -18997080.000000 Penalty: 3923.917480
	Iteration 34Q: 3 clusters Score -1.899708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -18997078.000000 Penalty: 3923.917480
	Iteration 35Q: 3 clusters Score -1.899708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -18997088.000000 Penalty: 3923.917480
	Iteration 36Q: 3 clusters Score -1.899709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 173921 members 
Entering Unmasked Estep 
Score: -18997084.000000 Penalty: 3923.917480
	Iteration 37Q: 3 clusters Score -1.899708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 173921 members 
Entering Unmasked Estep 
Score: -18997088.000000 Penalty: 3923.917480
	Iteration 38Q: 3 clusters Score -1.899709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -18997090.000000 Penalty: 3923.917480
	Iteration 39Q: 3 clusters Score -1.899709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 173923 members 
Entering Unmasked Estep 
Score: -18997088.000000 Penalty: 3923.917480
	Iteration 40F: 3 clusters Score -1.899709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -18997076.000000 Penalty: 3923.917480
	Iteration 41Q: 3 clusters Score -1.899708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -18997082.000000 Penalty: 3923.917480
	Iteration 42Q: 3 clusters Score -1.899708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -18997092.000000 Penalty: 3923.917480
	Iteration 43Q: 3 clusters Score -1.899709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -18997092.000000 Penalty: 3923.917480
	Iteration 44Q: 3 clusters Score -1.899709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 173923 members 
Entering Unmasked Estep 
Score: -18997100.000000 Penalty: 3923.917480
	Iteration 45Q: 3 clusters Score -1.89971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -18997100.000000 Penalty: 3923.917480
	Iteration 46Q: 3 clusters Score -1.89971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -18997100.000000 Penalty: 3923.917480
	Iteration 47F: 3 clusters Score -1.89971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101942 members 
Entering Unmasked Estep 
Score: -11078057.000000 Penalty: 1873.975830
	Iteration 0F: 2 clusters Score -1.107806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -11009518.000000 Penalty: 3747.951660
	Iteration 0F: 3 clusters Score -1.100952e+07 nChanged 48832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -11037925.000000 Penalty: 3747.951660
	Iteration 1F: 3 clusters Score -1.103792e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -11038479.000000 Penalty: 3747.951660
	Iteration 2Q: 3 clusters Score -1.103848e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -11039219.000000 Penalty: 3747.951660
	Iteration 3Q: 3 clusters Score -1.103922e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -11040305.000000 Penalty: 3747.951660
	Iteration 4Q: 3 clusters Score -1.10403e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -11042125.000000 Penalty: 3747.951660
	Iteration 5Q: 3 clusters Score -1.104212e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -11045259.000000 Penalty: 3747.951660
	Iteration 6Q: 3 clusters Score -1.104526e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -11050119.000000 Penalty: 3747.951660
	Iteration 7F: 3 clusters Score -1.105012e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -11056446.000000 Penalty: 3747.951660
	Iteration 8F: 3 clusters Score -1.105645e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -11062587.000000 Penalty: 3747.951660
	Iteration 9F: 3 clusters Score -1.106259e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -11067419.000000 Penalty: 3747.951660
	Iteration 10F: 3 clusters Score -1.106742e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -11070669.000000 Penalty: 3747.951660
	Iteration 11Q: 3 clusters Score -1.107067e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -11072808.000000 Penalty: 3747.951660
	Iteration 12Q: 3 clusters Score -1.107281e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -11074212.000000 Penalty: 3747.951660
	Iteration 13Q: 3 clusters Score -1.107421e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -11075053.000000 Penalty: 3747.951660
	Iteration 14Q: 3 clusters Score -1.107505e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 99944 members 
Entering Unmasked Estep 
Score: -11075560.000000 Penalty: 3747.951660
	Iteration 15Q: 3 clusters Score -1.107556e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -11075842.000000 Penalty: 3747.951660
	Iteration 16Q: 3 clusters Score -1.107584e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -11076035.000000 Penalty: 3747.951660
	Iteration 17Q: 3 clusters Score -1.107604e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -11076183.000000 Penalty: 3747.951660
	Iteration 18Q: 3 clusters Score -1.107618e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
Score: -11076267.000000 Penalty: 3747.951660
	Iteration 19Q: 3 clusters Score -1.107627e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 101054 members 
Entering Unmasked Estep 
Score: -11076319.000000 Penalty: 3747.951660
	Iteration 20F: 3 clusters Score -1.107632e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -11076360.000000 Penalty: 3747.951660
	Iteration 21Q: 3 clusters Score -1.107636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -11076398.000000 Penalty: 3747.951660
	Iteration 22Q: 3 clusters Score -1.10764e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -11076417.000000 Penalty: 3747.951660
	Iteration 23Q: 3 clusters Score -1.107642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -11076441.000000 Penalty: 3747.951660
	Iteration 24Q: 3 clusters Score -1.107644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -11076457.000000 Penalty: 3747.951660
	Iteration 25Q: 3 clusters Score -1.107646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -11076474.000000 Penalty: 3747.951660
	Iteration 26Q: 3 clusters Score -1.107647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -11076469.000000 Penalty: 3747.951660
	Iteration 27Q: 3 clusters Score -1.107647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -11076465.000000 Penalty: 3747.951660
	Iteration 28Q: 3 clusters Score -1.107646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -11076478.000000 Penalty: 3747.951660
	Iteration 29Q: 3 clusters Score -1.107648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -11076480.000000 Penalty: 3747.951660
	Iteration 30Q: 3 clusters Score -1.107648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -11076489.000000 Penalty: 3747.951660
	Iteration 31Q: 3 clusters Score -1.107649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -11076485.000000 Penalty: 3747.951660
	Iteration 32Q: 3 clusters Score -1.107648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -11076490.000000 Penalty: 3747.951660
	Iteration 33Q: 3 clusters Score -1.107649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
Score: -11076497.000000 Penalty: 3747.951660
	Iteration 34Q: 3 clusters Score -1.10765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -11076493.000000 Penalty: 3747.951660
	Iteration 35Q: 3 clusters Score -1.107649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -11076498.000000 Penalty: 3747.951660
	Iteration 36Q: 3 clusters Score -1.10765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -11076499.000000 Penalty: 3747.951660
	Iteration 37Q: 3 clusters Score -1.10765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -11076503.000000 Penalty: 3747.951660
	Iteration 38Q: 3 clusters Score -1.10765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -11076508.000000 Penalty: 3747.951660
	Iteration 39Q: 3 clusters Score -1.107651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -11076509.000000 Penalty: 3747.951660
	Iteration 40F: 3 clusters Score -1.107651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -11076503.000000 Penalty: 3747.951660
	Iteration 41Q: 3 clusters Score -1.10765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -11076509.000000 Penalty: 3747.951660
	Iteration 42Q: 3 clusters Score -1.107651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -11076508.000000 Penalty: 3747.951660
	Iteration 43Q: 3 clusters Score -1.107651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -11076514.000000 Penalty: 3747.951660
	Iteration 44Q: 3 clusters Score -1.107651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -11076506.000000 Penalty: 3747.951660
	Iteration 45Q: 3 clusters Score -1.107651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -11076512.000000 Penalty: 3747.951660
	Iteration 46Q: 3 clusters Score -1.107651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -11076515.000000 Penalty: 3747.951660
	Iteration 47Q: 3 clusters Score -1.107652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 101307 members 
Entering Unmasked Estep 
Score: -11076515.000000 Penalty: 3747.951660
	Iteration 48Q: 3 clusters Score -1.107652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -11076519.000000 Penalty: 3747.951660
	Iteration 49Q: 3 clusters Score -1.107652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -11076519.000000 Penalty: 3747.951660
	Iteration 50F: 3 clusters Score -1.107652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -91558.734375 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -91558.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90206.460938 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -90206.46 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -90453.984375 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -90453.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -90507.539062 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -90507.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90539.320312 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -90539.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -90559.390625 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -90559.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -90580.789062 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -90580.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -90600.625000 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -90600.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -90607.445312 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -90607.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -90613.523438 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -90613.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -90619.101562 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -90619.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -90624.921875 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -90624.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -90627.804688 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -90627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -90629.054688 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -90629.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -90629.054688 Penalty: 2211.139160
	Iteration 13F: 3 clusters Score -90629.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Entering Unmasked Estep 
Score: -7267429.000000 Penalty: 1804.426025
	Iteration 0F: 2 clusters Score -7267429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -7222805.500000 Penalty: 3608.852051
	Iteration 0F: 3 clusters Score -7222806 nChanged 31547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -7240615.000000 Penalty: 3608.852051
	Iteration 1F: 3 clusters Score -7240615 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -7241288.500000 Penalty: 3608.852051
	Iteration 2Q: 3 clusters Score -7241288 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -7242342.500000 Penalty: 3608.852051
	Iteration 3Q: 3 clusters Score -7242342 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -7244250.000000 Penalty: 3608.852051
	Iteration 4F: 3 clusters Score -7244250 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -7247362.000000 Penalty: 3608.852051
	Iteration 5F: 3 clusters Score -7247362 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -7251844.500000 Penalty: 3608.852051
	Iteration 6F: 3 clusters Score -7251844 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -7256761.500000 Penalty: 3608.852051
	Iteration 7F: 3 clusters Score -7256762 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -7260647.500000 Penalty: 3608.852051
	Iteration 8F: 3 clusters Score -7260648 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -7262719.000000 Penalty: 3608.852051
	Iteration 9Q: 3 clusters Score -7262719 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -7263675.500000 Penalty: 3608.852051
	Iteration 10Q: 3 clusters Score -7263676 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -7264188.000000 Penalty: 3608.852051
	Iteration 11Q: 3 clusters Score -7264188 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7264553.000000 Penalty: 3608.852051
	Iteration 12Q: 3 clusters Score -7264553 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -7264775.000000 Penalty: 3608.852051
	Iteration 13Q: 3 clusters Score -7264775 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7264959.500000 Penalty: 3608.852051
	Iteration 14Q: 3 clusters Score -7264960 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -7265119.500000 Penalty: 3608.852051
	Iteration 15Q: 3 clusters Score -7265120 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -7265248.500000 Penalty: 3608.852051
	Iteration 16Q: 3 clusters Score -7265248 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -7265349.000000 Penalty: 3608.852051
	Iteration 17Q: 3 clusters Score -7265349 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -7265435.000000 Penalty: 3608.852051
	Iteration 18Q: 3 clusters Score -7265435 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -7265559.000000 Penalty: 3608.852051
	Iteration 19Q: 3 clusters Score -7265559 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -7265688.500000 Penalty: 3608.852051
	Iteration 20F: 3 clusters Score -7265688 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -7265782.000000 Penalty: 3608.852051
	Iteration 21Q: 3 clusters Score -7265782 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -7265847.000000 Penalty: 3608.852051
	Iteration 22Q: 3 clusters Score -7265847 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -7265872.000000 Penalty: 3608.852051
	Iteration 23Q: 3 clusters Score -7265872 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -7265920.000000 Penalty: 3608.852051
	Iteration 24Q: 3 clusters Score -7265920 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -7265964.000000 Penalty: 3608.852051
	Iteration 25Q: 3 clusters Score -7265964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -7265981.000000 Penalty: 3608.852051
	Iteration 26Q: 3 clusters Score -7265981 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -7266001.000000 Penalty: 3608.852051
	Iteration 27Q: 3 clusters Score -7266001 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -7266016.000000 Penalty: 3608.852051
	Iteration 28Q: 3 clusters Score -7266016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -7266037.000000 Penalty: 3608.852051
	Iteration 29Q: 3 clusters Score -7266037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -7266040.500000 Penalty: 3608.852051
	Iteration 30Q: 3 clusters Score -7266040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -7266069.500000 Penalty: 3608.852051
	Iteration 31Q: 3 clusters Score -7266070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -7266055.000000 Penalty: 3608.852051
	Iteration 32Q: 3 clusters Score -7266055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -7266079.000000 Penalty: 3608.852051
	Iteration 33Q: 3 clusters Score -7266079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -7266074.500000 Penalty: 3608.852051
	Iteration 34Q: 3 clusters Score -7266074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -7266090.000000 Penalty: 3608.852051
	Iteration 35Q: 3 clusters Score -7266090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -7266085.500000 Penalty: 3608.852051
	Iteration 36Q: 3 clusters Score -7266086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -7266081.500000 Penalty: 3608.852051
	Iteration 37Q: 3 clusters Score -7266082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -7266098.000000 Penalty: 3608.852051
	Iteration 38Q: 3 clusters Score -7266098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -7266108.500000 Penalty: 3608.852051
	Iteration 39Q: 3 clusters Score -7266108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -7266115.000000 Penalty: 3608.852051
	Iteration 40F: 3 clusters Score -7266115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -7266120.000000 Penalty: 3608.852051
	Iteration 41Q: 3 clusters Score -7266120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -7266123.500000 Penalty: 3608.852051
	Iteration 42Q: 3 clusters Score -7266124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -7266128.000000 Penalty: 3608.852051
	Iteration 43Q: 3 clusters Score -7266128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -7266134.000000 Penalty: 3608.852051
	Iteration 44Q: 3 clusters Score -7266134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -7266141.000000 Penalty: 3608.852051
	Iteration 45Q: 3 clusters Score -7266141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -7266152.000000 Penalty: 3608.852051
	Iteration 46Q: 3 clusters Score -7266152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -7266164.500000 Penalty: 3608.852051
	Iteration 47Q: 3 clusters Score -7266164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -7266155.500000 Penalty: 3608.852051
	Iteration 48Q: 3 clusters Score -7266156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -7266171.000000 Penalty: 3608.852051
	Iteration 49Q: 3 clusters Score -7266171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -7266176.000000 Penalty: 3608.852051
	Iteration 50Q: 3 clusters Score -7266176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -7266176.500000 Penalty: 3608.852051
	Iteration 51Q: 3 clusters Score -7266176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -7266169.500000 Penalty: 3608.852051
	Iteration 52Q: 3 clusters Score -7266170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -7266176.000000 Penalty: 3608.852051
	Iteration 53Q: 3 clusters Score -7266176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -7266176.500000 Penalty: 3608.852051
	Iteration 54Q: 3 clusters Score -7266176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -7266170.500000 Penalty: 3608.852051
	Iteration 55Q: 3 clusters Score -7266170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -7266171.000000 Penalty: 3608.852051
	Iteration 56Q: 3 clusters Score -7266171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -7266173.500000 Penalty: 3608.852051
	Iteration 57Q: 3 clusters Score -7266174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -7266174.500000 Penalty: 3608.852051
	Iteration 58Q: 3 clusters Score -7266174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -7266176.500000 Penalty: 3608.852051
	Iteration 59Q: 3 clusters Score -7266176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -7266172.500000 Penalty: 3608.852051
	Iteration 60F: 3 clusters Score -7266172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -7266176.000000 Penalty: 3608.852051
	Iteration 61Q: 3 clusters Score -7266176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -7266183.500000 Penalty: 3608.852051
	Iteration 62Q: 3 clusters Score -7266184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -7266181.500000 Penalty: 3608.852051
	Iteration 63Q: 3 clusters Score -7266182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -7266181.000000 Penalty: 3608.852051
	Iteration 64Q: 3 clusters Score -7266181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -7266178.500000 Penalty: 3608.852051
	Iteration 65Q: 3 clusters Score -7266178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -7266181.000000 Penalty: 3608.852051
	Iteration 66Q: 3 clusters Score -7266181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -7266186.000000 Penalty: 3608.852051
	Iteration 67Q: 3 clusters Score -7266186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -7266186.000000 Penalty: 3608.852051
	Iteration 68Q: 3 clusters Score -7266186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -7266183.500000 Penalty: 3608.852051
	Iteration 69Q: 3 clusters Score -7266184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -7266183.500000 Penalty: 3608.852051
	Iteration 70F: 3 clusters Score -7266184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -232731.953125 Penalty: 1250.782227
	Iteration 0F: 2 clusters Score -232732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -230528.296875 Penalty: 2501.564453
	Iteration 0F: 3 clusters Score -230528.3 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -231068.593750 Penalty: 2501.564453
	Iteration 1F: 3 clusters Score -231068.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -231233.734375 Penalty: 2501.564453
	Iteration 2F: 3 clusters Score -231233.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -231361.531250 Penalty: 2501.564453
	Iteration 3F: 3 clusters Score -231361.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -231473.906250 Penalty: 2501.564453
	Iteration 4Q: 3 clusters Score -231473.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -231609.984375 Penalty: 2501.564453
	Iteration 5F: 3 clusters Score -231610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -231755.765625 Penalty: 2501.564453
	Iteration 6Q: 3 clusters Score -231755.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -231952.406250 Penalty: 2501.564453
	Iteration 7Q: 3 clusters Score -231952.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -232109.359375 Penalty: 2501.564453
	Iteration 8Q: 3 clusters Score -232109.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -232175.750000 Penalty: 2501.564453
	Iteration 9Q: 3 clusters Score -232175.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -232222.328125 Penalty: 2501.564453
	Iteration 10Q: 3 clusters Score -232222.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -232257.265625 Penalty: 2501.564453
	Iteration 11Q: 3 clusters Score -232257.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -232281.781250 Penalty: 2501.564453
	Iteration 12Q: 3 clusters Score -232281.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -232303.203125 Penalty: 2501.564453
	Iteration 13Q: 3 clusters Score -232303.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -232322.609375 Penalty: 2501.564453
	Iteration 14Q: 3 clusters Score -232322.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -232339.078125 Penalty: 2501.564453
	Iteration 15Q: 3 clusters Score -232339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -232351.531250 Penalty: 2501.564453
	Iteration 16Q: 3 clusters Score -232351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -232358.921875 Penalty: 2501.564453
	Iteration 17Q: 3 clusters Score -232358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -232359.968750 Penalty: 2501.564453
	Iteration 18Q: 3 clusters Score -232360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -232359.968750 Penalty: 2501.564453
	Iteration 19F: 3 clusters Score -232360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Entering Unmasked Estep 
Score: -4513866.500000 Penalty: 1731.203247
	Iteration 0F: 2 clusters Score -4513866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4485708.000000 Penalty: 3462.406494
	Iteration 0F: 3 clusters Score -4485708 nChanged 19722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4496495.500000 Penalty: 3462.406494
	Iteration 1F: 3 clusters Score -4496496 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4496825.000000 Penalty: 3462.406494
	Iteration 2Q: 3 clusters Score -4496825 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -4497118.500000 Penalty: 3462.406494
	Iteration 3Q: 3 clusters Score -4497118 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4497415.500000 Penalty: 3462.406494
	Iteration 4Q: 3 clusters Score -4497416 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4497745.500000 Penalty: 3462.406494
	Iteration 5Q: 3 clusters Score -4497746 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4498193.000000 Penalty: 3462.406494
	Iteration 6Q: 3 clusters Score -4498193 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4498862.500000 Penalty: 3462.406494
	Iteration 7Q: 3 clusters Score -4498862 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4500010.500000 Penalty: 3462.406494
	Iteration 8F: 3 clusters Score -4500010 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4501931.500000 Penalty: 3462.406494
	Iteration 9F: 3 clusters Score -4501932 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -4504657.500000 Penalty: 3462.406494
	Iteration 10F: 3 clusters Score -4504658 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -4507723.000000 Penalty: 3462.406494
	Iteration 11F: 3 clusters Score -4507723 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4510057.500000 Penalty: 3462.406494
	Iteration 12F: 3 clusters Score -4510058 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4511356.000000 Penalty: 3462.406494
	Iteration 13Q: 3 clusters Score -4511356 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4511912.500000 Penalty: 3462.406494
	Iteration 14Q: 3 clusters Score -4511912 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4512130.500000 Penalty: 3462.406494
	Iteration 15Q: 3 clusters Score -4512130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4512211.500000 Penalty: 3462.406494
	Iteration 16Q: 3 clusters Score -4512212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4512259.500000 Penalty: 3462.406494
	Iteration 17Q: 3 clusters Score -4512260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4512290.500000 Penalty: 3462.406494
	Iteration 18Q: 3 clusters Score -4512290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4512326.000000 Penalty: 3462.406494
	Iteration 19Q: 3 clusters Score -4512326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4512340.500000 Penalty: 3462.406494
	Iteration 20F: 3 clusters Score -4512340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4512358.000000 Penalty: 3462.406494
	Iteration 21Q: 3 clusters Score -4512358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4512366.500000 Penalty: 3462.406494
	Iteration 22Q: 3 clusters Score -4512366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4512378.500000 Penalty: 3462.406494
	Iteration 23Q: 3 clusters Score -4512378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4512384.500000 Penalty: 3462.406494
	Iteration 24Q: 3 clusters Score -4512384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4512383.000000 Penalty: 3462.406494
	Iteration 25Q: 3 clusters Score -4512383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4512384.000000 Penalty: 3462.406494
	Iteration 26Q: 3 clusters Score -4512384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4512384.500000 Penalty: 3462.406494
	Iteration 27Q: 3 clusters Score -4512384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4512384.500000 Penalty: 3462.406494
	Iteration 28F: 3 clusters Score -4512384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175153 members 
Entering Unmasked Estep 
Score: -19000952.000000 Penalty: 1961.929932
	Iteration 0F: 2 clusters Score -1.900095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -18886032.000000 Penalty: 3923.859863
	Iteration 0F: 3 clusters Score -1.888603e+07 nChanged 84866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -18937296.000000 Penalty: 3923.859863
	Iteration 1F: 3 clusters Score -1.89373e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -18939682.000000 Penalty: 3923.859863
	Iteration 2Q: 3 clusters Score -1.893968e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -18943668.000000 Penalty: 3923.859863
	Iteration 3Q: 3 clusters Score -1.894367e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 114236 members 
Entering Unmasked Estep 
Score: -18950344.000000 Penalty: 3923.859863
	Iteration 4F: 3 clusters Score -1.895034e+07 nChanged 12560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 125126 members 
Entering Unmasked Estep 
Score: -18960136.000000 Penalty: 3923.859863
	Iteration 5F: 3 clusters Score -1.896014e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 135831 members 
Entering Unmasked Estep 
Score: -18971332.000000 Penalty: 3923.859863
	Iteration 6F: 3 clusters Score -1.897133e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 143978 members 
Entering Unmasked Estep 
Score: -18980300.000000 Penalty: 3923.859863
	Iteration 7F: 3 clusters Score -1.89803e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 149084 members 
Entering Unmasked Estep 
Score: -18985962.000000 Penalty: 3923.859863
	Iteration 8Q: 3 clusters Score -1.898596e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 152216 members 
Entering Unmasked Estep 
Score: -18988684.000000 Penalty: 3923.859863
	Iteration 9Q: 3 clusters Score -1.898868e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -18990146.000000 Penalty: 3923.859863
	Iteration 10Q: 3 clusters Score -1.899015e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 156636 members 
Entering Unmasked Estep 
Score: -18991326.000000 Penalty: 3923.859863
	Iteration 11Q: 3 clusters Score -1.899133e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -18992390.000000 Penalty: 3923.859863
	Iteration 12Q: 3 clusters Score -1.899239e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 160252 members 
Entering Unmasked Estep 
Score: -18993298.000000 Penalty: 3923.859863
	Iteration 13Q: 3 clusters Score -1.89933e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 161890 members 
Entering Unmasked Estep 
Score: -18994190.000000 Penalty: 3923.859863
	Iteration 14Q: 3 clusters Score -1.899419e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 163346 members 
Entering Unmasked Estep 
Score: -18995144.000000 Penalty: 3923.859863
	Iteration 15Q: 3 clusters Score -1.899514e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 164744 members 
Entering Unmasked Estep 
Score: -18996216.000000 Penalty: 3923.859863
	Iteration 16Q: 3 clusters Score -1.899622e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 166091 members 
Entering Unmasked Estep 
Score: -18996948.000000 Penalty: 3923.859863
	Iteration 17Q: 3 clusters Score -1.899695e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 167388 members 
Entering Unmasked Estep 
Score: -18997732.000000 Penalty: 3923.859863
	Iteration 18Q: 3 clusters Score -1.899773e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 168538 members 
Entering Unmasked Estep 
Score: -18998296.000000 Penalty: 3923.859863
	Iteration 19Q: 3 clusters Score -1.89983e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 169536 members 
Entering Unmasked Estep 
Score: -18998694.000000 Penalty: 3923.859863
	Iteration 20F: 3 clusters Score -1.899869e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 170451 members 
Entering Unmasked Estep 
Score: -18999140.000000 Penalty: 3923.859863
	Iteration 21Q: 3 clusters Score -1.899914e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 171195 members 
Entering Unmasked Estep 
Score: -18999420.000000 Penalty: 3923.859863
	Iteration 22Q: 3 clusters Score -1.899942e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -18999594.000000 Penalty: 3923.859863
	Iteration 23Q: 3 clusters Score -1.899959e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 172211 members 
Entering Unmasked Estep 
Score: -18999694.000000 Penalty: 3923.859863
	Iteration 24Q: 3 clusters Score -1.899969e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 172588 members 
Entering Unmasked Estep 
Score: -18999758.000000 Penalty: 3923.859863
	Iteration 25Q: 3 clusters Score -1.899976e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 172882 members 
Entering Unmasked Estep 
Score: -18999778.000000 Penalty: 3923.859863
	Iteration 26Q: 3 clusters Score -1.899978e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 173103 members 
Entering Unmasked Estep 
Score: -18999762.000000 Penalty: 3923.859863
	Iteration 27Q: 3 clusters Score -1.899976e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 173257 members 
Entering Unmasked Estep 
Score: -18999766.000000 Penalty: 3923.859863
	Iteration 28Q: 3 clusters Score -1.899977e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 173380 members 
Entering Unmasked Estep 
Score: -18999792.000000 Penalty: 3923.859863
	Iteration 29Q: 3 clusters Score -1.899979e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 173486 members 
Entering Unmasked Estep 
Score: -18999804.000000 Penalty: 3923.859863
	Iteration 30Q: 3 clusters Score -1.89998e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 173576 members 
Entering Unmasked Estep 
Score: -18999800.000000 Penalty: 3923.859863
	Iteration 31Q: 3 clusters Score -1.89998e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 173638 members 
Entering Unmasked Estep 
Score: -18999802.000000 Penalty: 3923.859863
	Iteration 32Q: 3 clusters Score -1.89998e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 173698 members 
Entering Unmasked Estep 
Score: -18999812.000000 Penalty: 3923.859863
	Iteration 33Q: 3 clusters Score -1.899981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 173736 members 
Entering Unmasked Estep 
Score: -18999798.000000 Penalty: 3923.859863
	Iteration 34Q: 3 clusters Score -1.89998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 173758 members 
Entering Unmasked Estep 
Score: -18999790.000000 Penalty: 3923.859863
	Iteration 35Q: 3 clusters Score -1.899979e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 173787 members 
Entering Unmasked Estep 
Score: -18999788.000000 Penalty: 3923.859863
	Iteration 36Q: 3 clusters Score -1.899979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 173815 members 
Entering Unmasked Estep 
Score: -18999788.000000 Penalty: 3923.859863
	Iteration 37Q: 3 clusters Score -1.899979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 173841 members 
Entering Unmasked Estep 
Score: -18999786.000000 Penalty: 3923.859863
	Iteration 38Q: 3 clusters Score -1.899979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -18999784.000000 Penalty: 3923.859863
	Iteration 39Q: 3 clusters Score -1.899978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 173891 members 
Entering Unmasked Estep 
Score: -18999766.000000 Penalty: 3923.859863
	Iteration 40F: 3 clusters Score -1.899977e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 173913 members 
Entering Unmasked Estep 
Score: -18999764.000000 Penalty: 3923.859863
	Iteration 41Q: 3 clusters Score -1.899976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 173930 members 
Entering Unmasked Estep 
Score: -18999794.000000 Penalty: 3923.859863
	Iteration 42Q: 3 clusters Score -1.899979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -18999804.000000 Penalty: 3923.859863
	Iteration 43Q: 3 clusters Score -1.89998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 173950 members 
Entering Unmasked Estep 
Score: -18999798.000000 Penalty: 3923.859863
	Iteration 44Q: 3 clusters Score -1.89998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -18999808.000000 Penalty: 3923.859863
	Iteration 45Q: 3 clusters Score -1.899981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 173961 members 
Entering Unmasked Estep 
Score: -18999828.000000 Penalty: 3923.859863
	Iteration 46Q: 3 clusters Score -1.899983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 173967 members 
Entering Unmasked Estep 
Score: -18999820.000000 Penalty: 3923.859863
	Iteration 47Q: 3 clusters Score -1.899982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 173969 members 
Entering Unmasked Estep 
Score: -18999816.000000 Penalty: 3923.859863
	Iteration 48Q: 3 clusters Score -1.899982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 173971 members 
Entering Unmasked Estep 
Score: -18999810.000000 Penalty: 3923.859863
	Iteration 49Q: 3 clusters Score -1.899981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 173971 members 
Entering Unmasked Estep 
Score: -18999802.000000 Penalty: 3923.859863
	Iteration 50Q: 3 clusters Score -1.89998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 173974 members 
Entering Unmasked Estep 
Score: -18999810.000000 Penalty: 3923.859863
	Iteration 51Q: 3 clusters Score -1.899981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 173979 members 
Entering Unmasked Estep 
Score: -18999810.000000 Penalty: 3923.859863
	Iteration 52Q: 3 clusters Score -1.899981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 173987 members 
Entering Unmasked Estep 
Score: -18999802.000000 Penalty: 3923.859863
	Iteration 53Q: 3 clusters Score -1.89998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 173990 members 
Entering Unmasked Estep 
Score: -18999796.000000 Penalty: 3923.859863
	Iteration 54Q: 3 clusters Score -1.89998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 173996 members 
Entering Unmasked Estep 
Score: -18999790.000000 Penalty: 3923.859863
	Iteration 55Q: 3 clusters Score -1.899979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 174000 members 
Entering Unmasked Estep 
Score: -18999786.000000 Penalty: 3923.859863
	Iteration 56Q: 3 clusters Score -1.899979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -18999780.000000 Penalty: 3923.859863
	Iteration 57Q: 3 clusters Score -1.899978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -18999780.000000 Penalty: 3923.859863
	Iteration 58F: 3 clusters Score -1.899978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180424 members 
Entering Unmasked Estep 
Score: -19539666.000000 Penalty: 1966.748047
	Iteration 0F: 2 clusters Score -1.953967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -19419818.000000 Penalty: 3933.496094
	Iteration 0F: 3 clusters Score -1.941982e+07 nChanged 87488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -19471276.000000 Penalty: 3933.496094
	Iteration 1F: 3 clusters Score -1.947128e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -19472192.000000 Penalty: 3933.496094
	Iteration 2Q: 3 clusters Score -1.947219e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -19473888.000000 Penalty: 3933.496094
	Iteration 3Q: 3 clusters Score -1.947389e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104848 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -19476706.000000 Penalty: 3933.496094
	Iteration 4Q: 3 clusters Score -1.947671e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112543 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -19481938.000000 Penalty: 3933.496094
	Iteration 5F: 3 clusters Score -1.948194e+07 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122573 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -19490868.000000 Penalty: 3933.496094
	Iteration 6F: 3 clusters Score -1.949087e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133712 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -19502658.000000 Penalty: 3933.496094
	Iteration 7F: 3 clusters Score -1.950266e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142669 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -19513560.000000 Penalty: 3933.496094
	Iteration 8F: 3 clusters Score -1.951356e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -19520588.000000 Penalty: 3933.496094
	Iteration 9F: 3 clusters Score -1.952059e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149687 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -19523876.000000 Penalty: 3933.496094
	Iteration 10Q: 3 clusters Score -1.952388e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150974 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -19525166.000000 Penalty: 3933.496094
	Iteration 11Q: 3 clusters Score -1.952517e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -19526058.000000 Penalty: 3933.496094
	Iteration 12Q: 3 clusters Score -1.952606e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -19526674.000000 Penalty: 3933.496094
	Iteration 13Q: 3 clusters Score -1.952667e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -19527338.000000 Penalty: 3933.496094
	Iteration 14Q: 3 clusters Score -1.952734e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154705 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -19527738.000000 Penalty: 3933.496094
	Iteration 15Q: 3 clusters Score -1.952774e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155366 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -19528056.000000 Penalty: 3933.496094
	Iteration 16Q: 3 clusters Score -1.952806e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156029 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -19528350.000000 Penalty: 3933.496094
	Iteration 17Q: 3 clusters Score -1.952835e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156635 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -19528682.000000 Penalty: 3933.496094
	Iteration 18Q: 3 clusters Score -1.952868e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157231 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -19528826.000000 Penalty: 3933.496094
	Iteration 19Q: 3 clusters Score -1.952883e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -19529054.000000 Penalty: 3933.496094
	Iteration 20F: 3 clusters Score -1.952905e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158299 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -19529214.000000 Penalty: 3933.496094
	Iteration 21Q: 3 clusters Score -1.952921e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158801 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -19529440.000000 Penalty: 3933.496094
	Iteration 22Q: 3 clusters Score -1.952944e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159322 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -19529588.000000 Penalty: 3933.496094
	Iteration 23Q: 3 clusters Score -1.952959e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159814 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -19529756.000000 Penalty: 3933.496094
	Iteration 24Q: 3 clusters Score -1.952976e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -19529944.000000 Penalty: 3933.496094
	Iteration 25Q: 3 clusters Score -1.952994e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160961 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -19530114.000000 Penalty: 3933.496094
	Iteration 26Q: 3 clusters Score -1.953011e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161513 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -19530330.000000 Penalty: 3933.496094
	Iteration 27Q: 3 clusters Score -1.953033e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162076 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -19530496.000000 Penalty: 3933.496094
	Iteration 28Q: 3 clusters Score -1.95305e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162662 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -19530654.000000 Penalty: 3933.496094
	Iteration 29Q: 3 clusters Score -1.953065e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163217 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -19530946.000000 Penalty: 3933.496094
	Iteration 30Q: 3 clusters Score -1.953095e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163786 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -19531320.000000 Penalty: 3933.496094
	Iteration 31Q: 3 clusters Score -1.953132e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164345 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -19531554.000000 Penalty: 3933.496094
	Iteration 32Q: 3 clusters Score -1.953155e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164943 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -19531894.000000 Penalty: 3933.496094
	Iteration 33Q: 3 clusters Score -1.953189e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165523 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -19532184.000000 Penalty: 3933.496094
	Iteration 34Q: 3 clusters Score -1.953218e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166134 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -19532506.000000 Penalty: 3933.496094
	Iteration 35Q: 3 clusters Score -1.953251e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166731 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -19532836.000000 Penalty: 3933.496094
	Iteration 36Q: 3 clusters Score -1.953284e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167323 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -19533154.000000 Penalty: 3933.496094
	Iteration 37Q: 3 clusters Score -1.953315e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -19533438.000000 Penalty: 3933.496094
	Iteration 38Q: 3 clusters Score -1.953344e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168555 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -19533722.000000 Penalty: 3933.496094
	Iteration 39Q: 3 clusters Score -1.953372e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169163 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -19534010.000000 Penalty: 3933.496094
	Iteration 40F: 3 clusters Score -1.953401e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169771 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -19534328.000000 Penalty: 3933.496094
	Iteration 41Q: 3 clusters Score -1.953433e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170380 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -19534520.000000 Penalty: 3933.496094
	Iteration 42Q: 3 clusters Score -1.953452e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -19534856.000000 Penalty: 3933.496094
	Iteration 43Q: 3 clusters Score -1.953486e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171620 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -19535164.000000 Penalty: 3933.496094
	Iteration 44Q: 3 clusters Score -1.953516e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172288 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -19535432.000000 Penalty: 3933.496094
	Iteration 45Q: 3 clusters Score -1.953543e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -19535782.000000 Penalty: 3933.496094
	Iteration 46Q: 3 clusters Score -1.953578e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173589 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -19535958.000000 Penalty: 3933.496094
	Iteration 47Q: 3 clusters Score -1.953596e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174179 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -19536320.000000 Penalty: 3933.496094
	Iteration 48Q: 3 clusters Score -1.953632e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174743 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -19536536.000000 Penalty: 3933.496094
	Iteration 49Q: 3 clusters Score -1.953654e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175269 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -19536784.000000 Penalty: 3933.496094
	Iteration 50Q: 3 clusters Score -1.953678e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175759 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -19537028.000000 Penalty: 3933.496094
	Iteration 51Q: 3 clusters Score -1.953703e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176247 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -19537244.000000 Penalty: 3933.496094
	Iteration 52Q: 3 clusters Score -1.953724e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -19537426.000000 Penalty: 3933.496094
	Iteration 53Q: 3 clusters Score -1.953743e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177063 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -19537582.000000 Penalty: 3933.496094
	Iteration 54Q: 3 clusters Score -1.953758e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177421 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -19537724.000000 Penalty: 3933.496094
	Iteration 55Q: 3 clusters Score -1.953772e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -19537746.000000 Penalty: 3933.496094
	Iteration 56Q: 3 clusters Score -1.953775e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178004 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -19537850.000000 Penalty: 3933.496094
	Iteration 57Q: 3 clusters Score -1.953785e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178213 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -19537882.000000 Penalty: 3933.496094
	Iteration 58Q: 3 clusters Score -1.953788e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178374 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -19537908.000000 Penalty: 3933.496094
	Iteration 59Q: 3 clusters Score -1.953791e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178522 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -19537960.000000 Penalty: 3933.496094
	Iteration 60F: 3 clusters Score -1.953796e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178654 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19538012.000000 Penalty: 3933.496094
	Iteration 61Q: 3 clusters Score -1.953801e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178761 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -19538054.000000 Penalty: 3933.496094
	Iteration 62Q: 3 clusters Score -1.953805e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178869 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19538164.000000 Penalty: 3933.496094
	Iteration 63Q: 3 clusters Score -1.953816e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178964 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -19538204.000000 Penalty: 3933.496094
	Iteration 64Q: 3 clusters Score -1.95382e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179059 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -19538200.000000 Penalty: 3933.496094
	Iteration 65Q: 3 clusters Score -1.95382e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179151 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19538242.000000 Penalty: 3933.496094
	Iteration 66Q: 3 clusters Score -1.953824e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179239 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19538298.000000 Penalty: 3933.496094
	Iteration 67Q: 3 clusters Score -1.95383e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179308 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19538330.000000 Penalty: 3933.496094
	Iteration 68Q: 3 clusters Score -1.953833e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179367 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -19538368.000000 Penalty: 3933.496094
	Iteration 69Q: 3 clusters Score -1.953837e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179410 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19538374.000000 Penalty: 3933.496094
	Iteration 70Q: 3 clusters Score -1.953837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179442 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -19538354.000000 Penalty: 3933.496094
	Iteration 71Q: 3 clusters Score -1.953835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179463 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19538364.000000 Penalty: 3933.496094
	Iteration 72Q: 3 clusters Score -1.953836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19538336.000000 Penalty: 3933.496094
	Iteration 73Q: 3 clusters Score -1.953834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -19538382.000000 Penalty: 3933.496094
	Iteration 74Q: 3 clusters Score -1.953838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -19538384.000000 Penalty: 3933.496094
	Iteration 75Q: 3 clusters Score -1.953838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179512 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -19538384.000000 Penalty: 3933.496094
	Iteration 76Q: 3 clusters Score -1.953838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179517 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19538378.000000 Penalty: 3933.496094
	Iteration 77Q: 3 clusters Score -1.953838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19538374.000000 Penalty: 3933.496094
	Iteration 78Q: 3 clusters Score -1.953837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19538386.000000 Penalty: 3933.496094
	Iteration 79Q: 3 clusters Score -1.953839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179529 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19538386.000000 Penalty: 3933.496094
	Iteration 80F: 3 clusters Score -1.953839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179532 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19538388.000000 Penalty: 3933.496094
	Iteration 81Q: 3 clusters Score -1.953839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19538396.000000 Penalty: 3933.496094
	Iteration 82Q: 3 clusters Score -1.95384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179536 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -19538392.000000 Penalty: 3933.496094
	Iteration 83Q: 3 clusters Score -1.953839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179539 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -19538398.000000 Penalty: 3933.496094
	Iteration 84Q: 3 clusters Score -1.95384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179540 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19538392.000000 Penalty: 3933.496094
	Iteration 85Q: 3 clusters Score -1.953839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179542 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -19538396.000000 Penalty: 3933.496094
	Iteration 86Q: 3 clusters Score -1.95384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19538398.000000 Penalty: 3933.496094
	Iteration 87Q: 3 clusters Score -1.95384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19538398.000000 Penalty: 3933.496094
	Iteration 88Q: 3 clusters Score -1.95384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19538398.000000 Penalty: 3933.496094
	Iteration 89F: 3 clusters Score -1.95384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Entering Unmasked Estep 
Score: -3542993.000000 Penalty: 1686.881226
	Iteration 0F: 2 clusters Score -3542993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3521254.750000 Penalty: 3373.762451
	Iteration 0F: 3 clusters Score -3521255 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3529511.750000 Penalty: 3373.762451
	Iteration 1F: 3 clusters Score -3529512 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3529845.750000 Penalty: 3373.762451
	Iteration 2Q: 3 clusters Score -3529846 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3530200.500000 Penalty: 3373.762451
	Iteration 3Q: 3 clusters Score -3530200 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3530552.000000 Penalty: 3373.762451
	Iteration 4Q: 3 clusters Score -3530552 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3530940.000000 Penalty: 3373.762451
	Iteration 5Q: 3 clusters Score -3530940 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3531437.000000 Penalty: 3373.762451
	Iteration 6Q: 3 clusters Score -3531437 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3532092.750000 Penalty: 3373.762451
	Iteration 7Q: 3 clusters Score -3532093 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3532999.750000 Penalty: 3373.762451
	Iteration 8F: 3 clusters Score -3533000 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3534229.000000 Penalty: 3373.762451
	Iteration 9F: 3 clusters Score -3534229 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3535650.500000 Penalty: 3373.762451
	Iteration 10F: 3 clusters Score -3535650 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3536973.000000 Penalty: 3373.762451
	Iteration 11F: 3 clusters Score -3536973 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3537756.750000 Penalty: 3373.762451
	Iteration 12Q: 3 clusters Score -3537757 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3538082.250000 Penalty: 3373.762451
	Iteration 13Q: 3 clusters Score -3538082 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3538235.000000 Penalty: 3373.762451
	Iteration 14Q: 3 clusters Score -3538235 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3538342.500000 Penalty: 3373.762451
	Iteration 15Q: 3 clusters Score -3538342 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3538406.000000 Penalty: 3373.762451
	Iteration 16Q: 3 clusters Score -3538406 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3538463.500000 Penalty: 3373.762451
	Iteration 17Q: 3 clusters Score -3538464 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3538517.250000 Penalty: 3373.762451
	Iteration 18Q: 3 clusters Score -3538517 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3538563.500000 Penalty: 3373.762451
	Iteration 19Q: 3 clusters Score -3538564 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3538610.500000 Penalty: 3373.762451
	Iteration 20F: 3 clusters Score -3538610 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3538671.250000 Penalty: 3373.762451
	Iteration 21Q: 3 clusters Score -3538671 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3538725.500000 Penalty: 3373.762451
	Iteration 22Q: 3 clusters Score -3538726 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3538792.750000 Penalty: 3373.762451
	Iteration 23Q: 3 clusters Score -3538793 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3538843.750000 Penalty: 3373.762451
	Iteration 24Q: 3 clusters Score -3538844 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3538892.750000 Penalty: 3373.762451
	Iteration 25Q: 3 clusters Score -3538893 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3538954.250000 Penalty: 3373.762451
	Iteration 26Q: 3 clusters Score -3538954 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3539011.000000 Penalty: 3373.762451
	Iteration 27Q: 3 clusters Score -3539011 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3539066.500000 Penalty: 3373.762451
	Iteration 28Q: 3 clusters Score -3539066 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3539123.500000 Penalty: 3373.762451
	Iteration 29Q: 3 clusters Score -3539124 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3539183.750000 Penalty: 3373.762451
	Iteration 30Q: 3 clusters Score -3539184 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3539259.000000 Penalty: 3373.762451
	Iteration 31Q: 3 clusters Score -3539259 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3539315.750000 Penalty: 3373.762451
	Iteration 32Q: 3 clusters Score -3539316 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3539407.000000 Penalty: 3373.762451
	Iteration 33Q: 3 clusters Score -3539407 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3539477.500000 Penalty: 3373.762451
	Iteration 34Q: 3 clusters Score -3539478 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3539535.500000 Penalty: 3373.762451
	Iteration 35Q: 3 clusters Score -3539536 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3539626.000000 Penalty: 3373.762451
	Iteration 36Q: 3 clusters Score -3539626 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3539691.250000 Penalty: 3373.762451
	Iteration 37Q: 3 clusters Score -3539691 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3539747.250000 Penalty: 3373.762451
	Iteration 38Q: 3 clusters Score -3539747 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3539819.500000 Penalty: 3373.762451
	Iteration 39Q: 3 clusters Score -3539820 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3539889.000000 Penalty: 3373.762451
	Iteration 40F: 3 clusters Score -3539889 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3539954.250000 Penalty: 3373.762451
	Iteration 41Q: 3 clusters Score -3539954 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3540030.750000 Penalty: 3373.762451
	Iteration 42Q: 3 clusters Score -3540031 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3540125.250000 Penalty: 3373.762451
	Iteration 43Q: 3 clusters Score -3540125 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3540217.750000 Penalty: 3373.762451
	Iteration 44Q: 3 clusters Score -3540218 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3540332.250000 Penalty: 3373.762451
	Iteration 45Q: 3 clusters Score -3540332 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3540446.250000 Penalty: 3373.762451
	Iteration 46Q: 3 clusters Score -3540446 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3540564.750000 Penalty: 3373.762451
	Iteration 47Q: 3 clusters Score -3540565 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3540730.500000 Penalty: 3373.762451
	Iteration 48Q: 3 clusters Score -3540730 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3540850.250000 Penalty: 3373.762451
	Iteration 49Q: 3 clusters Score -3540850 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3540981.250000 Penalty: 3373.762451
	Iteration 50Q: 3 clusters Score -3540981 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3541117.500000 Penalty: 3373.762451
	Iteration 51Q: 3 clusters Score -3541118 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3541228.750000 Penalty: 3373.762451
	Iteration 52Q: 3 clusters Score -3541229 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3541303.000000 Penalty: 3373.762451
	Iteration 53Q: 3 clusters Score -3541303 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3541381.250000 Penalty: 3373.762451
	Iteration 54Q: 3 clusters Score -3541381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3541456.000000 Penalty: 3373.762451
	Iteration 55Q: 3 clusters Score -3541456 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3541500.000000 Penalty: 3373.762451
	Iteration 56Q: 3 clusters Score -3541500 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3541543.250000 Penalty: 3373.762451
	Iteration 57Q: 3 clusters Score -3541543 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3541571.000000 Penalty: 3373.762451
	Iteration 58Q: 3 clusters Score -3541571 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3541607.750000 Penalty: 3373.762451
	Iteration 59Q: 3 clusters Score -3541608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3541640.000000 Penalty: 3373.762451
	Iteration 60F: 3 clusters Score -3541640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3541664.750000 Penalty: 3373.762451
	Iteration 61Q: 3 clusters Score -3541665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3541671.500000 Penalty: 3373.762451
	Iteration 62Q: 3 clusters Score -3541672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3541683.000000 Penalty: 3373.762451
	Iteration 63Q: 3 clusters Score -3541683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3541691.000000 Penalty: 3373.762451
	Iteration 64Q: 3 clusters Score -3541691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3541696.500000 Penalty: 3373.762451
	Iteration 65Q: 3 clusters Score -3541696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3541709.750000 Penalty: 3373.762451
	Iteration 66Q: 3 clusters Score -3541710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3541711.500000 Penalty: 3373.762451
	Iteration 67Q: 3 clusters Score -3541712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3541706.500000 Penalty: 3373.762451
	Iteration 68Q: 3 clusters Score -3541706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3541711.250000 Penalty: 3373.762451
	Iteration 69Q: 3 clusters Score -3541711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3541713.000000 Penalty: 3373.762451
	Iteration 70Q: 3 clusters Score -3541713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3541716.750000 Penalty: 3373.762451
	Iteration 71Q: 3 clusters Score -3541717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3541717.500000 Penalty: 3373.762451
	Iteration 72Q: 3 clusters Score -3541718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3541722.250000 Penalty: 3373.762451
	Iteration 73Q: 3 clusters Score -3541722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3541723.000000 Penalty: 3373.762451
	Iteration 74Q: 3 clusters Score -3541723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3541731.500000 Penalty: 3373.762451
	Iteration 75Q: 3 clusters Score -3541732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3541743.750000 Penalty: 3373.762451
	Iteration 76Q: 3 clusters Score -3541744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3541741.250000 Penalty: 3373.762451
	Iteration 77Q: 3 clusters Score -3541741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3541744.750000 Penalty: 3373.762451
	Iteration 78Q: 3 clusters Score -3541745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3541749.250000 Penalty: 3373.762451
	Iteration 79Q: 3 clusters Score -3541749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3541745.750000 Penalty: 3373.762451
	Iteration 80F: 3 clusters Score -3541746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3541749.250000 Penalty: 3373.762451
	Iteration 81Q: 3 clusters Score -3541749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3541749.250000 Penalty: 3373.762451
	Iteration 82F: 3 clusters Score -3541749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -489226.687500 Penalty: 1364.411865
	Iteration 0F: 2 clusters Score -489226.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -485579.218750 Penalty: 2728.823730
	Iteration 0F: 3 clusters Score -485579.2 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -486471.375000 Penalty: 2728.823730
	Iteration 1F: 3 clusters Score -486471.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -486625.187500 Penalty: 2728.823730
	Iteration 2F: 3 clusters Score -486625.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -486705.656250 Penalty: 2728.823730
	Iteration 3Q: 3 clusters Score -486705.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -486771.468750 Penalty: 2728.823730
	Iteration 4Q: 3 clusters Score -486771.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -486824.406250 Penalty: 2728.823730
	Iteration 5Q: 3 clusters Score -486824.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -486875.031250 Penalty: 2728.823730
	Iteration 6Q: 3 clusters Score -486875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -486939.531250 Penalty: 2728.823730
	Iteration 7Q: 3 clusters Score -486939.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -486999.156250 Penalty: 2728.823730
	Iteration 8Q: 3 clusters Score -486999.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -487059.562500 Penalty: 2728.823730
	Iteration 9Q: 3 clusters Score -487059.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -487110.000000 Penalty: 2728.823730
	Iteration 10Q: 3 clusters Score -487110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -487167.468750 Penalty: 2728.823730
	Iteration 11Q: 3 clusters Score -487167.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -487219.125000 Penalty: 2728.823730
	Iteration 12Q: 3 clusters Score -487219.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -487273.156250 Penalty: 2728.823730
	Iteration 13Q: 3 clusters Score -487273.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -487341.250000 Penalty: 2728.823730
	Iteration 14Q: 3 clusters Score -487341.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -487413.187500 Penalty: 2728.823730
	Iteration 15Q: 3 clusters Score -487413.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -487479.687500 Penalty: 2728.823730
	Iteration 16Q: 3 clusters Score -487479.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -487547.281250 Penalty: 2728.823730
	Iteration 17Q: 3 clusters Score -487547.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -487609.812500 Penalty: 2728.823730
	Iteration 18Q: 3 clusters Score -487609.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -487659.906250 Penalty: 2728.823730
	Iteration 19Q: 3 clusters Score -487659.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -487712.125000 Penalty: 2728.823730
	Iteration 20F: 3 clusters Score -487712.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -487752.156250 Penalty: 2728.823730
	Iteration 21Q: 3 clusters Score -487752.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -487786.843750 Penalty: 2728.823730
	Iteration 22Q: 3 clusters Score -487786.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -487822.875000 Penalty: 2728.823730
	Iteration 23Q: 3 clusters Score -487822.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -487861.187500 Penalty: 2728.823730
	Iteration 24Q: 3 clusters Score -487861.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -487895.593750 Penalty: 2728.823730
	Iteration 25Q: 3 clusters Score -487895.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -487922.156250 Penalty: 2728.823730
	Iteration 26Q: 3 clusters Score -487922.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -487944.562500 Penalty: 2728.823730
	Iteration 27Q: 3 clusters Score -487944.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -487961.281250 Penalty: 2728.823730
	Iteration 28Q: 3 clusters Score -487961.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -487973.312500 Penalty: 2728.823730
	Iteration 29Q: 3 clusters Score -487973.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -487980.593750 Penalty: 2728.823730
	Iteration 30Q: 3 clusters Score -487980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -487984.062500 Penalty: 2728.823730
	Iteration 31Q: 3 clusters Score -487984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -487987.781250 Penalty: 2728.823730
	Iteration 32Q: 3 clusters Score -487987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -487990.000000 Penalty: 2728.823730
	Iteration 33Q: 3 clusters Score -487990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -487993.562500 Penalty: 2728.823730
	Iteration 34Q: 3 clusters Score -487993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -487998.968750 Penalty: 2728.823730
	Iteration 35Q: 3 clusters Score -487999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -488000.468750 Penalty: 2728.823730
	Iteration 36Q: 3 clusters Score -488000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -488001.156250 Penalty: 2728.823730
	Iteration 37Q: 3 clusters Score -488001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -488001.500000 Penalty: 2728.823730
	Iteration 38Q: 3 clusters Score -488001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -488001.500000 Penalty: 2728.823730
	Iteration 39F: 3 clusters Score -488001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Entering Unmasked Estep 
Score: -4858159.000000 Penalty: 1738.262573
	Iteration 0F: 2 clusters Score -4858159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4828615.000000 Penalty: 3476.525146
	Iteration 0F: 3 clusters Score -4828615 nChanged 20598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4840117.000000 Penalty: 3476.525146
	Iteration 1F: 3 clusters Score -4840117 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -4840696.000000 Penalty: 3476.525146
	Iteration 2Q: 3 clusters Score -4840696 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4841352.000000 Penalty: 3476.525146
	Iteration 3Q: 3 clusters Score -4841352 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -4842260.500000 Penalty: 3476.525146
	Iteration 4Q: 3 clusters Score -4842260 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -4843513.500000 Penalty: 3476.525146
	Iteration 5F: 3 clusters Score -4843514 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4845265.500000 Penalty: 3476.525146
	Iteration 6F: 3 clusters Score -4845266 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4847420.500000 Penalty: 3476.525146
	Iteration 7F: 3 clusters Score -4847420 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -4849725.000000 Penalty: 3476.525146
	Iteration 8F: 3 clusters Score -4849725 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4851473.000000 Penalty: 3476.525146
	Iteration 9F: 3 clusters Score -4851473 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4852399.000000 Penalty: 3476.525146
	Iteration 10Q: 3 clusters Score -4852399 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4852944.500000 Penalty: 3476.525146
	Iteration 11Q: 3 clusters Score -4852944 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4853416.000000 Penalty: 3476.525146
	Iteration 12Q: 3 clusters Score -4853416 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -4853820.500000 Penalty: 3476.525146
	Iteration 13Q: 3 clusters Score -4853820 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4854174.500000 Penalty: 3476.525146
	Iteration 14Q: 3 clusters Score -4854174 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -4854504.000000 Penalty: 3476.525146
	Iteration 15Q: 3 clusters Score -4854504 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -4854848.500000 Penalty: 3476.525146
	Iteration 16Q: 3 clusters Score -4854848 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -4855141.000000 Penalty: 3476.525146
	Iteration 17Q: 3 clusters Score -4855141 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -4855412.000000 Penalty: 3476.525146
	Iteration 18Q: 3 clusters Score -4855412 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -4855677.500000 Penalty: 3476.525146
	Iteration 19Q: 3 clusters Score -4855678 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -4855874.500000 Penalty: 3476.525146
	Iteration 20F: 3 clusters Score -4855874 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -4856060.500000 Penalty: 3476.525146
	Iteration 21Q: 3 clusters Score -4856060 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -4856194.500000 Penalty: 3476.525146
	Iteration 22Q: 3 clusters Score -4856194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -4856341.000000 Penalty: 3476.525146
	Iteration 23Q: 3 clusters Score -4856341 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -4856423.500000 Penalty: 3476.525146
	Iteration 24Q: 3 clusters Score -4856424 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -4856515.000000 Penalty: 3476.525146
	Iteration 25Q: 3 clusters Score -4856515 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -4856591.500000 Penalty: 3476.525146
	Iteration 26Q: 3 clusters Score -4856592 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -4856626.500000 Penalty: 3476.525146
	Iteration 27Q: 3 clusters Score -4856626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -4856659.500000 Penalty: 3476.525146
	Iteration 28Q: 3 clusters Score -4856660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -4856693.500000 Penalty: 3476.525146
	Iteration 29Q: 3 clusters Score -4856694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -4856711.500000 Penalty: 3476.525146
	Iteration 30Q: 3 clusters Score -4856712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -4856747.000000 Penalty: 3476.525146
	Iteration 31Q: 3 clusters Score -4856747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -4856774.500000 Penalty: 3476.525146
	Iteration 32Q: 3 clusters Score -4856774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -4856784.000000 Penalty: 3476.525146
	Iteration 33Q: 3 clusters Score -4856784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -4856798.000000 Penalty: 3476.525146
	Iteration 34Q: 3 clusters Score -4856798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -4856805.500000 Penalty: 3476.525146
	Iteration 35Q: 3 clusters Score -4856806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -4856814.000000 Penalty: 3476.525146
	Iteration 36Q: 3 clusters Score -4856814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -4856822.500000 Penalty: 3476.525146
	Iteration 37Q: 3 clusters Score -4856822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -4856832.500000 Penalty: 3476.525146
	Iteration 38Q: 3 clusters Score -4856832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -4856839.500000 Penalty: 3476.525146
	Iteration 39Q: 3 clusters Score -4856840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -4856841.000000 Penalty: 3476.525146
	Iteration 40F: 3 clusters Score -4856841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -4856845.500000 Penalty: 3476.525146
	Iteration 41Q: 3 clusters Score -4856846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -4856845.000000 Penalty: 3476.525146
	Iteration 42Q: 3 clusters Score -4856845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -4856853.500000 Penalty: 3476.525146
	Iteration 43Q: 3 clusters Score -4856854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4856855.000000 Penalty: 3476.525146
	Iteration 44Q: 3 clusters Score -4856855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -4856853.500000 Penalty: 3476.525146
	Iteration 45Q: 3 clusters Score -4856854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -4856852.500000 Penalty: 3476.525146
	Iteration 46Q: 3 clusters Score -4856852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -4856855.000000 Penalty: 3476.525146
	Iteration 47Q: 3 clusters Score -4856855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -4856858.000000 Penalty: 3476.525146
	Iteration 48Q: 3 clusters Score -4856858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -4856865.000000 Penalty: 3476.525146
	Iteration 49Q: 3 clusters Score -4856865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -4856868.500000 Penalty: 3476.525146
	Iteration 50Q: 3 clusters Score -4856868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -4856875.500000 Penalty: 3476.525146
	Iteration 51Q: 3 clusters Score -4856876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4856876.000000 Penalty: 3476.525146
	Iteration 52Q: 3 clusters Score -4856876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -4856876.500000 Penalty: 3476.525146
	Iteration 53Q: 3 clusters Score -4856876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -4856874.500000 Penalty: 3476.525146
	Iteration 54Q: 3 clusters Score -4856874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -4856874.000000 Penalty: 3476.525146
	Iteration 55Q: 3 clusters Score -4856874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -4856874.000000 Penalty: 3476.525146
	Iteration 56Q: 3 clusters Score -4856874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -4856876.500000 Penalty: 3476.525146
	Iteration 57Q: 3 clusters Score -4856876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -4856877.500000 Penalty: 3476.525146
	Iteration 58Q: 3 clusters Score -4856878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -4856876.000000 Penalty: 3476.525146
	Iteration 59Q: 3 clusters Score -4856876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -4856876.000000 Penalty: 3476.525146
	Iteration 60F: 3 clusters Score -4856876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48778 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175184 members 
Mstep: Class 11 contains 101942 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66447 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42343 members 
Mstep: Class 19 contains 175153 members 
Mstep: Class 20 contains 180424 members 
Mstep: Class 21 contains 32235 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843952.000000 Penalty: 33373.367188
Iteration 399Q: 16 clusters Score -9.384395e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48774 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175199 members 
Mstep: Class 11 contains 101910 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66454 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42345 members 
Mstep: Class 19 contains 175150 members 
Mstep: Class 20 contains 180434 members 
Mstep: Class 21 contains 32236 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843984.000000 Penalty: 33373.367188
Iteration 400F: 16 clusters Score -9.384398e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48769 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175212 members 
Mstep: Class 11 contains 101876 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66459 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42346 members 
Mstep: Class 19 contains 175156 members 
Mstep: Class 20 contains 180443 members 
Mstep: Class 21 contains 32240 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844056.000000 Penalty: 33373.367188
Iteration 401Q: 16 clusters Score -9.384406e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48760 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175234 members 
Mstep: Class 11 contains 101842 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66464 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42347 members 
Mstep: Class 19 contains 175165 members 
Mstep: Class 20 contains 180444 members 
Mstep: Class 21 contains 32242 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844000.000000 Penalty: 33373.367188
Iteration 402Q: 16 clusters Score -9.3844e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48753 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175250 members 
Mstep: Class 11 contains 101799 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66474 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42348 members 
Mstep: Class 19 contains 175170 members 
Mstep: Class 20 contains 180459 members 
Mstep: Class 21 contains 32241 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843968.000000 Penalty: 33373.367188
Iteration 403Q: 16 clusters Score -9.384397e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48745 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175274 members 
Mstep: Class 11 contains 101747 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66490 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42349 members 
Mstep: Class 19 contains 175180 members 
Mstep: Class 20 contains 180465 members 
Mstep: Class 21 contains 32244 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843936.000000 Penalty: 33373.367188
Iteration 404Q: 16 clusters Score -9.384394e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48734 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175290 members 
Mstep: Class 11 contains 101693 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66493 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42350 members 
Mstep: Class 19 contains 175190 members 
Mstep: Class 20 contains 180498 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843952.000000 Penalty: 33373.367188
Iteration 405Q: 16 clusters Score -9.384395e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48727 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175306 members 
Mstep: Class 11 contains 101644 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66500 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42350 members 
Mstep: Class 19 contains 175196 members 
Mstep: Class 20 contains 180527 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 44234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844024.000000 Penalty: 33373.367188
Iteration 406Q: 16 clusters Score -9.384402e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48722 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175318 members 
Mstep: Class 11 contains 101609 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66510 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42350 members 
Mstep: Class 19 contains 175200 members 
Mstep: Class 20 contains 180542 members 
Mstep: Class 21 contains 32246 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844024.000000 Penalty: 33373.367188
Iteration 407Q: 16 clusters Score -9.384402e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48715 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175324 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66520 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42350 members 
Mstep: Class 19 contains 175206 members 
Mstep: Class 20 contains 180553 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 44232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843960.000000 Penalty: 33373.367188
Iteration 408Q: 16 clusters Score -9.384396e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48714 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175323 members 
Mstep: Class 11 contains 101544 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66524 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42350 members 
Mstep: Class 19 contains 175218 members 
Mstep: Class 20 contains 180565 members 
Mstep: Class 21 contains 32252 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 44237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844008.000000 Penalty: 33373.367188
Iteration 409Q: 16 clusters Score -9.384401e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48708 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175327 members 
Mstep: Class 11 contains 101499 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66531 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42350 members 
Mstep: Class 19 contains 175239 members 
Mstep: Class 20 contains 180576 members 
Mstep: Class 21 contains 32257 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 44241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844040.000000 Penalty: 33373.367188
Iteration 410Q: 16 clusters Score -9.384404e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48698 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175329 members 
Mstep: Class 11 contains 101466 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66532 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42351 members 
Mstep: Class 19 contains 175248 members 
Mstep: Class 20 contains 180599 members 
Mstep: Class 21 contains 32260 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 44244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844024.000000 Penalty: 33373.367188
Iteration 411Q: 16 clusters Score -9.384402e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48695 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175337 members 
Mstep: Class 11 contains 101425 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66536 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42351 members 
Mstep: Class 19 contains 175267 members 
Mstep: Class 20 contains 180607 members 
Mstep: Class 21 contains 32265 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 44244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843960.000000 Penalty: 33373.367188
Iteration 412Q: 16 clusters Score -9.384396e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48692 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175344 members 
Mstep: Class 11 contains 101392 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66542 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42350 members 
Mstep: Class 19 contains 175268 members 
Mstep: Class 20 contains 180624 members 
Mstep: Class 21 contains 32271 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844016.000000 Penalty: 33373.367188
Iteration 413Q: 16 clusters Score -9.384402e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48693 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175344 members 
Mstep: Class 11 contains 101351 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66545 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42351 members 
Mstep: Class 19 contains 175277 members 
Mstep: Class 20 contains 180639 members 
Mstep: Class 21 contains 32281 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844008.000000 Penalty: 33373.367188
Iteration 414Q: 16 clusters Score -9.384401e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48693 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175351 members 
Mstep: Class 11 contains 101313 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66552 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42352 members 
Mstep: Class 19 contains 175294 members 
Mstep: Class 20 contains 180626 members 
Mstep: Class 21 contains 32293 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844056.000000 Penalty: 33373.367188
Iteration 415Q: 16 clusters Score -9.384406e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48691 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 175351 members 
Mstep: Class 11 contains 101272 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66551 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42354 members 
Mstep: Class 19 contains 175303 members 
Mstep: Class 20 contains 180646 members 
Mstep: Class 21 contains 32299 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844016.000000 Penalty: 33373.367188
Iteration 416Q: 16 clusters Score -9.384402e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48693 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 175359 members 
Mstep: Class 11 contains 101216 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66554 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42354 members 
Mstep: Class 19 contains 175308 members 
Mstep: Class 20 contains 180664 members 
Mstep: Class 21 contains 32315 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 417Q: 16 clusters Score -9.384405e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48688 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175369 members 
Mstep: Class 11 contains 101155 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66561 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42356 members 
Mstep: Class 19 contains 175315 members 
Mstep: Class 20 contains 180686 members 
Mstep: Class 21 contains 32330 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844064.000000 Penalty: 33373.367188
Iteration 418Q: 16 clusters Score -9.384406e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48688 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175381 members 
Mstep: Class 11 contains 101102 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66566 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42357 members 
Mstep: Class 19 contains 175325 members 
Mstep: Class 20 contains 180704 members 
Mstep: Class 21 contains 32333 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844040.000000 Penalty: 33373.367188
Iteration 419Q: 16 clusters Score -9.384404e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48683 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175398 members 
Mstep: Class 11 contains 101054 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66571 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42358 members 
Mstep: Class 19 contains 175334 members 
Mstep: Class 20 contains 180722 members 
Mstep: Class 21 contains 32334 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844072.000000 Penalty: 33373.367188
Iteration 420F: 16 clusters Score -9.384407e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48681 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175411 members 
Mstep: Class 11 contains 100999 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66577 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42360 members 
Mstep: Class 19 contains 175345 members 
Mstep: Class 20 contains 180744 members 
Mstep: Class 21 contains 32334 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 44278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844056.000000 Penalty: 33373.367188
Iteration 421Q: 16 clusters Score -9.384406e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175438 members 
Mstep: Class 11 contains 100944 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66583 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42362 members 
Mstep: Class 19 contains 175349 members 
Mstep: Class 20 contains 180762 members 
Mstep: Class 21 contains 32333 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 44281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844048.000000 Penalty: 33373.367188
Iteration 422Q: 16 clusters Score -9.384405e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48675 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175457 members 
Mstep: Class 11 contains 100885 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66590 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42365 members 
Mstep: Class 19 contains 175358 members 
Mstep: Class 20 contains 180781 members 
Mstep: Class 21 contains 32332 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 44287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844032.000000 Penalty: 33373.367188
Iteration 423Q: 16 clusters Score -9.384403e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 6 contains 48667 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175465 members 
Mstep: Class 11 contains 100831 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66602 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42367 members 
Mstep: Class 19 contains 175366 members 
Mstep: Class 20 contains 180812 members 
Mstep: Class 21 contains 32331 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 44289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844024.000000 Penalty: 33373.367188
Iteration 424Q: 16 clusters Score -9.384402e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48664 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175481 members 
Mstep: Class 11 contains 100789 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66614 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42368 members 
Mstep: Class 19 contains 175373 members 
Mstep: Class 20 contains 180815 members 
Mstep: Class 21 contains 32333 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 44294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844000.000000 Penalty: 33373.367188
Iteration 425Q: 16 clusters Score -9.3844e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48662 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175497 members 
Mstep: Class 11 contains 100745 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66620 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42370 members 
Mstep: Class 19 contains 175378 members 
Mstep: Class 20 contains 180823 members 
Mstep: Class 21 contains 32337 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 44299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844032.000000 Penalty: 33373.367188
Iteration 426Q: 16 clusters Score -9.384403e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48661 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175510 members 
Mstep: Class 11 contains 100691 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66631 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42371 members 
Mstep: Class 19 contains 175384 members 
Mstep: Class 20 contains 180839 members 
Mstep: Class 21 contains 32343 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 44302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844072.000000 Penalty: 33373.367188
Iteration 427Q: 16 clusters Score -9.384407e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48659 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175517 members 
Mstep: Class 11 contains 100634 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66639 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42372 members 
Mstep: Class 19 contains 175392 members 
Mstep: Class 20 contains 180866 members 
Mstep: Class 21 contains 32344 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 44309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844016.000000 Penalty: 33373.367188
Iteration 428Q: 16 clusters Score -9.384402e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48653 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175523 members 
Mstep: Class 11 contains 100581 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66648 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42374 members 
Mstep: Class 19 contains 175399 members 
Mstep: Class 20 contains 180891 members 
Mstep: Class 21 contains 32348 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 44316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844032.000000 Penalty: 33373.367188
Iteration 429Q: 16 clusters Score -9.384403e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48647 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175525 members 
Mstep: Class 11 contains 100533 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66667 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42376 members 
Mstep: Class 19 contains 175410 members 
Mstep: Class 20 contains 180902 members 
Mstep: Class 21 contains 32352 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 44322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 430Q: 16 clusters Score -9.384402e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48647 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175533 members 
Mstep: Class 11 contains 100486 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66684 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42378 members 
Mstep: Class 19 contains 175420 members 
Mstep: Class 20 contains 180911 members 
Mstep: Class 21 contains 32350 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44325 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 431Q: 16 clusters Score -9.384405e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48641 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175544 members 
Mstep: Class 11 contains 100448 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66698 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42379 members 
Mstep: Class 19 contains 175415 members 
Mstep: Class 20 contains 180928 members 
Mstep: Class 21 contains 32353 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44327 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 432Q: 16 clusters Score -9.384401e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48641 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175552 members 
Mstep: Class 11 contains 100405 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66711 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42381 members 
Mstep: Class 19 contains 175418 members 
Mstep: Class 20 contains 180936 members 
Mstep: Class 21 contains 32360 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44330 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 433Q: 16 clusters Score -9.384398e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48639 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175559 members 
Mstep: Class 11 contains 100360 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66720 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 42384 members 
Mstep: Class 19 contains 175420 members 
Mstep: Class 20 contains 180946 members 
Mstep: Class 21 contains 32369 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44338 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 434Q: 16 clusters Score -9.38439e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48638 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175569 members 
Mstep: Class 11 contains 100314 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66730 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42386 members 
Mstep: Class 19 contains 175422 members 
Mstep: Class 20 contains 180949 members 
Mstep: Class 21 contains 32377 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843880.000000 Penalty: 33373.367188
Iteration 435Q: 16 clusters Score -9.384388e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48635 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175578 members 
Mstep: Class 11 contains 100276 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66738 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42386 members 
Mstep: Class 19 contains 175420 members 
Mstep: Class 20 contains 180959 members 
Mstep: Class 21 contains 32385 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843848.000000 Penalty: 33373.367188
Iteration 436Q: 16 clusters Score -9.384385e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48633 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175599 members 
Mstep: Class 11 contains 100239 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66743 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42387 members 
Mstep: Class 19 contains 175412 members 
Mstep: Class 20 contains 180971 members 
Mstep: Class 21 contains 32390 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843896.000000 Penalty: 33373.367188
Iteration 437Q: 16 clusters Score -9.38439e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48626 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175615 members 
Mstep: Class 11 contains 100213 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66747 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42387 members 
Mstep: Class 19 contains 175404 members 
Mstep: Class 20 contains 180981 members 
Mstep: Class 21 contains 32396 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843936.000000 Penalty: 33373.367188
Iteration 438Q: 16 clusters Score -9.384394e+07 nChanged 81
Entering ConstructFrom: 
Score: -93843936.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Entering Unmasked Estep 
Score: -359764.375000 Penalty: 1327.701050
	Iteration 0F: 2 clusters Score -359764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -356711.843750 Penalty: 2655.402100
	Iteration 0F: 3 clusters Score -356711.8 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -357477.281250 Penalty: 2655.402100
	Iteration 1F: 3 clusters Score -357477.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -357659.437500 Penalty: 2655.402100
	Iteration 2F: 3 clusters Score -357659.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -357817.718750 Penalty: 2655.402100
	Iteration 3F: 3 clusters Score -357817.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -357987.468750 Penalty: 2655.402100
	Iteration 4F: 3 clusters Score -357987.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -358289.218750 Penalty: 2655.402100
	Iteration 5F: 3 clusters Score -358289.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -358560.906250 Penalty: 2655.402100
	Iteration 6F: 3 clusters Score -358560.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -358828.156250 Penalty: 2655.402100
	Iteration 7F: 3 clusters Score -358828.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -359033.250000 Penalty: 2655.402100
	Iteration 8F: 3 clusters Score -359033.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -359163.875000 Penalty: 2655.402100
	Iteration 9Q: 3 clusters Score -359163.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -359231.906250 Penalty: 2655.402100
	Iteration 10Q: 3 clusters Score -359231.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -359272.187500 Penalty: 2655.402100
	Iteration 11Q: 3 clusters Score -359272.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -359310.718750 Penalty: 2655.402100
	Iteration 12Q: 3 clusters Score -359310.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -359337.218750 Penalty: 2655.402100
	Iteration 13Q: 3 clusters Score -359337.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -359352.187500 Penalty: 2655.402100
	Iteration 14Q: 3 clusters Score -359352.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -359363.750000 Penalty: 2655.402100
	Iteration 15Q: 3 clusters Score -359363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -359371.781250 Penalty: 2655.402100
	Iteration 16Q: 3 clusters Score -359371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -359374.625000 Penalty: 2655.402100
	Iteration 17Q: 3 clusters Score -359374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -359377.062500 Penalty: 2655.402100
	Iteration 18Q: 3 clusters Score -359377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -359378.156250 Penalty: 2655.402100
	Iteration 19Q: 3 clusters Score -359378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -359379.312500 Penalty: 2655.402100
	Iteration 20F: 3 clusters Score -359379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -92042.421875 Penalty: 1116.889160
	Iteration 0F: 2 clusters Score -92042.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90737.984375 Penalty: 2233.778320
	Iteration 0F: 3 clusters Score -90737.98 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91227.992188 Penalty: 2233.778320
	Iteration 1F: 3 clusters Score -91227.99 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91462.867188 Penalty: 2233.778320
	Iteration 2F: 3 clusters Score -91462.87 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91615.390625 Penalty: 2233.778320
	Iteration 3F: 3 clusters Score -91615.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91758.632812 Penalty: 2233.778320
	Iteration 4F: 3 clusters Score -91758.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91869.390625 Penalty: 2233.778320
	Iteration 5Q: 3 clusters Score -91869.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91968.992188 Penalty: 2233.778320
	Iteration 6Q: 3 clusters Score -91968.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92012.132812 Penalty: 2233.778320
	Iteration 7Q: 3 clusters Score -92012.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92027.429688 Penalty: 2233.778320
	Iteration 8Q: 3 clusters Score -92027.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92030.570312 Penalty: 2233.778320
	Iteration 9Q: 3 clusters Score -92030.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92032.703125 Penalty: 2233.778320
	Iteration 10Q: 3 clusters Score -92032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92033.367188 Penalty: 2233.778320
	Iteration 11Q: 3 clusters Score -92033.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92033.367188 Penalty: 2233.778320
	Iteration 12F: 3 clusters Score -92033.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Entering Unmasked Estep 
Score: -5112371.000000 Penalty: 1753.665894
	Iteration 0F: 2 clusters Score -5112371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5079757.500000 Penalty: 3507.331787
	Iteration 0F: 3 clusters Score -5079758 nChanged 22819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5092730.500000 Penalty: 3507.331787
	Iteration 1F: 3 clusters Score -5092730 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5093234.500000 Penalty: 3507.331787
	Iteration 2Q: 3 clusters Score -5093234 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -5093840.500000 Penalty: 3507.331787
	Iteration 3Q: 3 clusters Score -5093840 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -5094828.500000 Penalty: 3507.331787
	Iteration 4Q: 3 clusters Score -5094828 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -5096234.000000 Penalty: 3507.331787
	Iteration 5F: 3 clusters Score -5096234 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5098433.500000 Penalty: 3507.331787
	Iteration 6F: 3 clusters Score -5098434 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -5101406.000000 Penalty: 3507.331787
	Iteration 7F: 3 clusters Score -5101406 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -5104756.000000 Penalty: 3507.331787
	Iteration 8F: 3 clusters Score -5104756 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -5107538.500000 Penalty: 3507.331787
	Iteration 9F: 3 clusters Score -5107538 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5109270.500000 Penalty: 3507.331787
	Iteration 10Q: 3 clusters Score -5109270 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5110089.500000 Penalty: 3507.331787
	Iteration 11Q: 3 clusters Score -5110090 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5110475.500000 Penalty: 3507.331787
	Iteration 12Q: 3 clusters Score -5110476 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5110667.500000 Penalty: 3507.331787
	Iteration 13Q: 3 clusters Score -5110668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5110756.500000 Penalty: 3507.331787
	Iteration 14Q: 3 clusters Score -5110756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5110815.000000 Penalty: 3507.331787
	Iteration 15Q: 3 clusters Score -5110815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5110858.000000 Penalty: 3507.331787
	Iteration 16Q: 3 clusters Score -5110858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5110885.000000 Penalty: 3507.331787
	Iteration 17Q: 3 clusters Score -5110885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5110899.500000 Penalty: 3507.331787
	Iteration 18Q: 3 clusters Score -5110900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5110904.000000 Penalty: 3507.331787
	Iteration 19Q: 3 clusters Score -5110904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5110908.000000 Penalty: 3507.331787
	Iteration 20F: 3 clusters Score -5110908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5110910.000000 Penalty: 3507.331787
	Iteration 21Q: 3 clusters Score -5110910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5110914.000000 Penalty: 3507.331787
	Iteration 22Q: 3 clusters Score -5110914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5110910.500000 Penalty: 3507.331787
	Iteration 23Q: 3 clusters Score -5110910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5110912.000000 Penalty: 3507.331787
	Iteration 24Q: 3 clusters Score -5110912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5110912.000000 Penalty: 3507.331787
	Iteration 25F: 3 clusters Score -5110912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Entering Unmasked Estep 
Score: -501994.250000 Penalty: 1374.472412
	Iteration 0F: 2 clusters Score -501994.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -498207.843750 Penalty: 2748.944824
	Iteration 0F: 3 clusters Score -498207.8 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -499243.281250 Penalty: 2748.944824
	Iteration 1F: 3 clusters Score -499243.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -499482.843750 Penalty: 2748.944824
	Iteration 2F: 3 clusters Score -499482.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -499694.625000 Penalty: 2748.944824
	Iteration 3F: 3 clusters Score -499694.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -499896.000000 Penalty: 2748.944824
	Iteration 4F: 3 clusters Score -499896 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -500069.093750 Penalty: 2748.944824
	Iteration 5Q: 3 clusters Score -500069.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -500232.687500 Penalty: 2748.944824
	Iteration 6Q: 3 clusters Score -500232.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -500383.125000 Penalty: 2748.944824
	Iteration 7Q: 3 clusters Score -500383.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -500498.093750 Penalty: 2748.944824
	Iteration 8Q: 3 clusters Score -500498.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -500612.375000 Penalty: 2748.944824
	Iteration 9Q: 3 clusters Score -500612.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -500716.843750 Penalty: 2748.944824
	Iteration 10Q: 3 clusters Score -500716.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -500798.250000 Penalty: 2748.944824
	Iteration 11Q: 3 clusters Score -500798.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -500858.718750 Penalty: 2748.944824
	Iteration 12Q: 3 clusters Score -500858.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -500903.125000 Penalty: 2748.944824
	Iteration 13Q: 3 clusters Score -500903.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -500934.468750 Penalty: 2748.944824
	Iteration 14Q: 3 clusters Score -500934.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -500959.593750 Penalty: 2748.944824
	Iteration 15Q: 3 clusters Score -500959.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -500970.843750 Penalty: 2748.944824
	Iteration 16Q: 3 clusters Score -500970.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -500977.781250 Penalty: 2748.944824
	Iteration 17Q: 3 clusters Score -500977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -500984.187500 Penalty: 2748.944824
	Iteration 18Q: 3 clusters Score -500984.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -500988.218750 Penalty: 2748.944824
	Iteration 19Q: 3 clusters Score -500988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -500990.625000 Penalty: 2748.944824
	Iteration 20F: 3 clusters Score -500990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -500990.406250 Penalty: 2748.944824
	Iteration 21Q: 3 clusters Score -500990.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -500990.406250 Penalty: 2748.944824
	Iteration 22F: 3 clusters Score -500990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175631 members 
Entering Unmasked Estep 
Score: -19045840.000000 Penalty: 1962.372803
	Iteration 0F: 2 clusters Score -1.904584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -18929854.000000 Penalty: 3924.745605
	Iteration 0F: 3 clusters Score -1.892985e+07 nChanged 85204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -18980822.000000 Penalty: 3924.745605
	Iteration 1F: 3 clusters Score -1.898082e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -18982210.000000 Penalty: 3924.745605
	Iteration 2Q: 3 clusters Score -1.898221e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 99228 members 
Entering Unmasked Estep 
Score: -18984894.000000 Penalty: 3924.745605
	Iteration 3Q: 3 clusters Score -1.898489e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -18989642.000000 Penalty: 3924.745605
	Iteration 4F: 3 clusters Score -1.898964e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 115636 members 
Entering Unmasked Estep 
Score: -18997834.000000 Penalty: 3924.745605
	Iteration 5F: 3 clusters Score -1.899783e+07 nChanged 13982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -19009304.000000 Penalty: 3924.745605
	Iteration 6F: 3 clusters Score -1.90093e+07 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 137275 members 
Entering Unmasked Estep 
Score: -19021020.000000 Penalty: 3924.745605
	Iteration 7F: 3 clusters Score -1.902102e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 144306 members 
Entering Unmasked Estep 
Score: -19029658.000000 Penalty: 3924.745605
	Iteration 8F: 3 clusters Score -1.902966e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 148318 members 
Entering Unmasked Estep 
Score: -19034088.000000 Penalty: 3924.745605
	Iteration 9Q: 3 clusters Score -1.903409e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -19036330.000000 Penalty: 3924.745605
	Iteration 10Q: 3 clusters Score -1.903633e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 153270 members 
Entering Unmasked Estep 
Score: -19037492.000000 Penalty: 3924.745605
	Iteration 11Q: 3 clusters Score -1.903749e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 155320 members 
Entering Unmasked Estep 
Score: -19038518.000000 Penalty: 3924.745605
	Iteration 12Q: 3 clusters Score -1.903852e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -19039460.000000 Penalty: 3924.745605
	Iteration 13Q: 3 clusters Score -1.903946e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 158927 members 
Entering Unmasked Estep 
Score: -19040194.000000 Penalty: 3924.745605
	Iteration 14Q: 3 clusters Score -1.904019e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -19040838.000000 Penalty: 3924.745605
	Iteration 15Q: 3 clusters Score -1.904084e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 161870 members 
Entering Unmasked Estep 
Score: -19041486.000000 Penalty: 3924.745605
	Iteration 16Q: 3 clusters Score -1.904149e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -19042156.000000 Penalty: 3924.745605
	Iteration 17Q: 3 clusters Score -1.904216e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 164297 members 
Entering Unmasked Estep 
Score: -19042826.000000 Penalty: 3924.745605
	Iteration 18Q: 3 clusters Score -1.904283e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -19043384.000000 Penalty: 3924.745605
	Iteration 19Q: 3 clusters Score -1.904338e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 166272 members 
Entering Unmasked Estep 
Score: -19043884.000000 Penalty: 3924.745605
	Iteration 20F: 3 clusters Score -1.904388e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -19044268.000000 Penalty: 3924.745605
	Iteration 21Q: 3 clusters Score -1.904427e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 167978 members 
Entering Unmasked Estep 
Score: -19044618.000000 Penalty: 3924.745605
	Iteration 22Q: 3 clusters Score -1.904462e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 168732 members 
Entering Unmasked Estep 
Score: -19044824.000000 Penalty: 3924.745605
	Iteration 23Q: 3 clusters Score -1.904482e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 169379 members 
Entering Unmasked Estep 
Score: -19045022.000000 Penalty: 3924.745605
	Iteration 24Q: 3 clusters Score -1.904502e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 169973 members 
Entering Unmasked Estep 
Score: -19045154.000000 Penalty: 3924.745605
	Iteration 25Q: 3 clusters Score -1.904515e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 170457 members 
Entering Unmasked Estep 
Score: -19045310.000000 Penalty: 3924.745605
	Iteration 26Q: 3 clusters Score -1.904531e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 170862 members 
Entering Unmasked Estep 
Score: -19045350.000000 Penalty: 3924.745605
	Iteration 27Q: 3 clusters Score -1.904535e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 171183 members 
Entering Unmasked Estep 
Score: -19045346.000000 Penalty: 3924.745605
	Iteration 28Q: 3 clusters Score -1.904535e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 171456 members 
Entering Unmasked Estep 
Score: -19045362.000000 Penalty: 3924.745605
	Iteration 29Q: 3 clusters Score -1.904536e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -19045406.000000 Penalty: 3924.745605
	Iteration 30Q: 3 clusters Score -1.904541e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 171869 members 
Entering Unmasked Estep 
Score: -19045374.000000 Penalty: 3924.745605
	Iteration 31Q: 3 clusters Score -1.904537e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 172031 members 
Entering Unmasked Estep 
Score: -19045356.000000 Penalty: 3924.745605
	Iteration 32Q: 3 clusters Score -1.904536e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 172177 members 
Entering Unmasked Estep 
Score: -19045308.000000 Penalty: 3924.745605
	Iteration 33Q: 3 clusters Score -1.904531e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 172308 members 
Entering Unmasked Estep 
Score: -19045300.000000 Penalty: 3924.745605
	Iteration 34Q: 3 clusters Score -1.90453e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 172405 members 
Entering Unmasked Estep 
Score: -19045284.000000 Penalty: 3924.745605
	Iteration 35Q: 3 clusters Score -1.904528e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 172483 members 
Entering Unmasked Estep 
Score: -19045302.000000 Penalty: 3924.745605
	Iteration 36Q: 3 clusters Score -1.90453e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -19045332.000000 Penalty: 3924.745605
	Iteration 37Q: 3 clusters Score -1.904533e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 172620 members 
Entering Unmasked Estep 
Score: -19045306.000000 Penalty: 3924.745605
	Iteration 38Q: 3 clusters Score -1.904531e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 172671 members 
Entering Unmasked Estep 
Score: -19045274.000000 Penalty: 3924.745605
	Iteration 39Q: 3 clusters Score -1.904527e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -19045254.000000 Penalty: 3924.745605
	Iteration 40F: 3 clusters Score -1.904525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 172742 members 
Entering Unmasked Estep 
Score: -19045282.000000 Penalty: 3924.745605
	Iteration 41Q: 3 clusters Score -1.904528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 172767 members 
Entering Unmasked Estep 
Score: -19045250.000000 Penalty: 3924.745605
	Iteration 42Q: 3 clusters Score -1.904525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 172796 members 
Entering Unmasked Estep 
Score: -19045266.000000 Penalty: 3924.745605
	Iteration 43Q: 3 clusters Score -1.904527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 172823 members 
Entering Unmasked Estep 
Score: -19045242.000000 Penalty: 3924.745605
	Iteration 44Q: 3 clusters Score -1.904524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -19045226.000000 Penalty: 3924.745605
	Iteration 45Q: 3 clusters Score -1.904523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -19045256.000000 Penalty: 3924.745605
	Iteration 46Q: 3 clusters Score -1.904526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -19045248.000000 Penalty: 3924.745605
	Iteration 47Q: 3 clusters Score -1.904525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 172905 members 
Entering Unmasked Estep 
Score: -19045240.000000 Penalty: 3924.745605
	Iteration 48Q: 3 clusters Score -1.904524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 172922 members 
Entering Unmasked Estep 
Score: -19045268.000000 Penalty: 3924.745605
	Iteration 49Q: 3 clusters Score -1.904527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 172934 members 
Entering Unmasked Estep 
Score: -19045262.000000 Penalty: 3924.745605
	Iteration 50Q: 3 clusters Score -1.904526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 172948 members 
Entering Unmasked Estep 
Score: -19045250.000000 Penalty: 3924.745605
	Iteration 51Q: 3 clusters Score -1.904525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 172958 members 
Entering Unmasked Estep 
Score: -19045260.000000 Penalty: 3924.745605
	Iteration 52Q: 3 clusters Score -1.904526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -19045244.000000 Penalty: 3924.745605
	Iteration 53Q: 3 clusters Score -1.904524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 172989 members 
Entering Unmasked Estep 
Score: -19045238.000000 Penalty: 3924.745605
	Iteration 54Q: 3 clusters Score -1.904524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 173001 members 
Entering Unmasked Estep 
Score: -19045232.000000 Penalty: 3924.745605
	Iteration 55Q: 3 clusters Score -1.904523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 173011 members 
Entering Unmasked Estep 
Score: -19045240.000000 Penalty: 3924.745605
	Iteration 56Q: 3 clusters Score -1.904524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -19045244.000000 Penalty: 3924.745605
	Iteration 57Q: 3 clusters Score -1.904524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 173023 members 
Entering Unmasked Estep 
Score: -19045240.000000 Penalty: 3924.745605
	Iteration 58Q: 3 clusters Score -1.904524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 173029 members 
Entering Unmasked Estep 
Score: -19045240.000000 Penalty: 3924.745605
	Iteration 59Q: 3 clusters Score -1.904524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 173030 members 
Entering Unmasked Estep 
Score: -19045236.000000 Penalty: 3924.745605
	Iteration 60F: 3 clusters Score -1.904524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 173032 members 
Entering Unmasked Estep 
Score: -19045242.000000 Penalty: 3924.745605
	Iteration 61Q: 3 clusters Score -1.904524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 173034 members 
Entering Unmasked Estep 
Score: -19045236.000000 Penalty: 3924.745605
	Iteration 62Q: 3 clusters Score -1.904524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 173037 members 
Entering Unmasked Estep 
Score: -19045242.000000 Penalty: 3924.745605
	Iteration 63Q: 3 clusters Score -1.904524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 173038 members 
Entering Unmasked Estep 
Score: -19045246.000000 Penalty: 3924.745605
	Iteration 64Q: 3 clusters Score -1.904525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 173039 members 
Entering Unmasked Estep 
Score: -19045246.000000 Penalty: 3924.745605
	Iteration 65Q: 3 clusters Score -1.904525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 173041 members 
Entering Unmasked Estep 
Score: -19045254.000000 Penalty: 3924.745605
	Iteration 66Q: 3 clusters Score -1.904525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 173042 members 
Entering Unmasked Estep 
Score: -19045266.000000 Penalty: 3924.745605
	Iteration 67Q: 3 clusters Score -1.904527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 173043 members 
Entering Unmasked Estep 
Score: -19045256.000000 Penalty: 3924.745605
	Iteration 68Q: 3 clusters Score -1.904526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 173044 members 
Entering Unmasked Estep 
Score: -19045256.000000 Penalty: 3924.745605
	Iteration 69Q: 3 clusters Score -1.904526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 173044 members 
Entering Unmasked Estep 
Score: -19045256.000000 Penalty: 3924.745605
	Iteration 70F: 3 clusters Score -1.904526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (100196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Entering Unmasked Estep 
Score: -10888374.000000 Penalty: 1871.168701
	Iteration 0F: 2 clusters Score -1.088837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -10821321.000000 Penalty: 3742.337402
	Iteration 0F: 3 clusters Score -1.082132e+07 nChanged 47924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -10848826.000000 Penalty: 3742.337402
	Iteration 1F: 3 clusters Score -1.084883e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -10849382.000000 Penalty: 3742.337402
	Iteration 2Q: 3 clusters Score -1.084938e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -10850047.000000 Penalty: 3742.337402
	Iteration 3Q: 3 clusters Score -1.085005e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -10851002.000000 Penalty: 3742.337402
	Iteration 4Q: 3 clusters Score -1.0851e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -10852362.000000 Penalty: 3742.337402
	Iteration 5Q: 3 clusters Score -1.085236e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -10854633.000000 Penalty: 3742.337402
	Iteration 6Q: 3 clusters Score -1.085463e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -10858527.000000 Penalty: 3742.337402
	Iteration 7F: 3 clusters Score -1.085853e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -10864016.000000 Penalty: 3742.337402
	Iteration 8F: 3 clusters Score -1.086402e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -10869918.000000 Penalty: 3742.337402
	Iteration 9F: 3 clusters Score -1.086992e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -10873733.000000 Penalty: 3742.337402
	Iteration 10F: 3 clusters Score -1.087373e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -10875383.000000 Penalty: 3742.337402
	Iteration 11Q: 3 clusters Score -1.087538e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -10876159.000000 Penalty: 3742.337402
	Iteration 12Q: 3 clusters Score -1.087616e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -10876910.000000 Penalty: 3742.337402
	Iteration 13Q: 3 clusters Score -1.087691e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -10877662.000000 Penalty: 3742.337402
	Iteration 14Q: 3 clusters Score -1.087766e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -10878263.000000 Penalty: 3742.337402
	Iteration 15Q: 3 clusters Score -1.087826e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -10878808.000000 Penalty: 3742.337402
	Iteration 16Q: 3 clusters Score -1.087881e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -10879247.000000 Penalty: 3742.337402
	Iteration 17Q: 3 clusters Score -1.087925e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -10879644.000000 Penalty: 3742.337402
	Iteration 18Q: 3 clusters Score -1.087964e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -10879969.000000 Penalty: 3742.337402
	Iteration 19Q: 3 clusters Score -1.087997e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -10880308.000000 Penalty: 3742.337402
	Iteration 20F: 3 clusters Score -1.088031e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -10880604.000000 Penalty: 3742.337402
	Iteration 21Q: 3 clusters Score -1.08806e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -10880828.000000 Penalty: 3742.337402
	Iteration 22Q: 3 clusters Score -1.088083e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -10881017.000000 Penalty: 3742.337402
	Iteration 23Q: 3 clusters Score -1.088102e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -10881273.000000 Penalty: 3742.337402
	Iteration 24Q: 3 clusters Score -1.088127e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -10881496.000000 Penalty: 3742.337402
	Iteration 25Q: 3 clusters Score -1.08815e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -10881689.000000 Penalty: 3742.337402
	Iteration 26Q: 3 clusters Score -1.088169e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -10881926.000000 Penalty: 3742.337402
	Iteration 27Q: 3 clusters Score -1.088193e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -10882129.000000 Penalty: 3742.337402
	Iteration 28Q: 3 clusters Score -1.088213e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -10882299.000000 Penalty: 3742.337402
	Iteration 29Q: 3 clusters Score -1.08823e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -10882504.000000 Penalty: 3742.337402
	Iteration 30Q: 3 clusters Score -1.08825e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -10882609.000000 Penalty: 3742.337402
	Iteration 31Q: 3 clusters Score -1.088261e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -10882826.000000 Penalty: 3742.337402
	Iteration 32Q: 3 clusters Score -1.088283e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -10882998.000000 Penalty: 3742.337402
	Iteration 33Q: 3 clusters Score -1.0883e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -10883226.000000 Penalty: 3742.337402
	Iteration 34Q: 3 clusters Score -1.088323e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -10883484.000000 Penalty: 3742.337402
	Iteration 35Q: 3 clusters Score -1.088348e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -10883655.000000 Penalty: 3742.337402
	Iteration 36Q: 3 clusters Score -1.088366e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -10883860.000000 Penalty: 3742.337402
	Iteration 37Q: 3 clusters Score -1.088386e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -10884028.000000 Penalty: 3742.337402
	Iteration 38Q: 3 clusters Score -1.088403e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -10884153.000000 Penalty: 3742.337402
	Iteration 39Q: 3 clusters Score -1.088415e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -10884281.000000 Penalty: 3742.337402
	Iteration 40F: 3 clusters Score -1.088428e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
Score: -10884399.000000 Penalty: 3742.337402
	Iteration 41Q: 3 clusters Score -1.08844e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -10884532.000000 Penalty: 3742.337402
	Iteration 42Q: 3 clusters Score -1.088453e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -10884640.000000 Penalty: 3742.337402
	Iteration 43Q: 3 clusters Score -1.088464e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -10884748.000000 Penalty: 3742.337402
	Iteration 44Q: 3 clusters Score -1.088475e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -10884897.000000 Penalty: 3742.337402
	Iteration 45Q: 3 clusters Score -1.08849e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -10885020.000000 Penalty: 3742.337402
	Iteration 46Q: 3 clusters Score -1.088502e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -10885125.000000 Penalty: 3742.337402
	Iteration 47Q: 3 clusters Score -1.088512e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -10885252.000000 Penalty: 3742.337402
	Iteration 48Q: 3 clusters Score -1.088525e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -10885293.000000 Penalty: 3742.337402
	Iteration 49Q: 3 clusters Score -1.088529e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -10885396.000000 Penalty: 3742.337402
	Iteration 50Q: 3 clusters Score -1.08854e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -10885514.000000 Penalty: 3742.337402
	Iteration 51Q: 3 clusters Score -1.088551e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -10885573.000000 Penalty: 3742.337402
	Iteration 52Q: 3 clusters Score -1.088557e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -10885613.000000 Penalty: 3742.337402
	Iteration 53Q: 3 clusters Score -1.088561e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -10885594.000000 Penalty: 3742.337402
	Iteration 54Q: 3 clusters Score -1.088559e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -10885636.000000 Penalty: 3742.337402
	Iteration 55Q: 3 clusters Score -1.088564e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -10885709.000000 Penalty: 3742.337402
	Iteration 56Q: 3 clusters Score -1.088571e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -10885753.000000 Penalty: 3742.337402
	Iteration 57Q: 3 clusters Score -1.088575e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -10885815.000000 Penalty: 3742.337402
	Iteration 58Q: 3 clusters Score -1.088582e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -10885830.000000 Penalty: 3742.337402
	Iteration 59Q: 3 clusters Score -1.088583e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -10885848.000000 Penalty: 3742.337402
	Iteration 60F: 3 clusters Score -1.088585e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -10885827.000000 Penalty: 3742.337402
	Iteration 61Q: 3 clusters Score -1.088583e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -10885855.000000 Penalty: 3742.337402
	Iteration 62Q: 3 clusters Score -1.088586e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -10885894.000000 Penalty: 3742.337402
	Iteration 63Q: 3 clusters Score -1.088589e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -10885926.000000 Penalty: 3742.337402
	Iteration 64Q: 3 clusters Score -1.088593e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -10885924.000000 Penalty: 3742.337402
	Iteration 65Q: 3 clusters Score -1.088592e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -10885954.000000 Penalty: 3742.337402
	Iteration 66Q: 3 clusters Score -1.088595e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -10886003.000000 Penalty: 3742.337402
	Iteration 67Q: 3 clusters Score -1.0886e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 92109 members 
Entering Unmasked Estep 
Score: -10886026.000000 Penalty: 3742.337402
	Iteration 68Q: 3 clusters Score -1.088603e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -10886032.000000 Penalty: 3742.337402
	Iteration 69Q: 3 clusters Score -1.088603e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -10886055.000000 Penalty: 3742.337402
	Iteration 70Q: 3 clusters Score -1.088606e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -10886068.000000 Penalty: 3742.337402
	Iteration 71Q: 3 clusters Score -1.088607e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -10886121.000000 Penalty: 3742.337402
	Iteration 72Q: 3 clusters Score -1.088612e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -10886143.000000 Penalty: 3742.337402
	Iteration 73Q: 3 clusters Score -1.088614e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -10886160.000000 Penalty: 3742.337402
	Iteration 74Q: 3 clusters Score -1.088616e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -10886134.000000 Penalty: 3742.337402
	Iteration 75Q: 3 clusters Score -1.088613e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 93330 members 
Entering Unmasked Estep 
Score: -10886166.000000 Penalty: 3742.337402
	Iteration 76Q: 3 clusters Score -1.088617e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -10886208.000000 Penalty: 3742.337402
	Iteration 77Q: 3 clusters Score -1.088621e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -10886217.000000 Penalty: 3742.337402
	Iteration 78Q: 3 clusters Score -1.088622e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -10886225.000000 Penalty: 3742.337402
	Iteration 79Q: 3 clusters Score -1.088622e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 93851 members 
Entering Unmasked Estep 
Score: -10886248.000000 Penalty: 3742.337402
	Iteration 80F: 3 clusters Score -1.088625e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -10886293.000000 Penalty: 3742.337402
	Iteration 81Q: 3 clusters Score -1.088629e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -10886309.000000 Penalty: 3742.337402
	Iteration 82Q: 3 clusters Score -1.088631e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -10886327.000000 Penalty: 3742.337402
	Iteration 83Q: 3 clusters Score -1.088633e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -10886353.000000 Penalty: 3742.337402
	Iteration 84Q: 3 clusters Score -1.088635e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -10886369.000000 Penalty: 3742.337402
	Iteration 85Q: 3 clusters Score -1.088637e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 94537 members 
Entering Unmasked Estep 
Score: -10886390.000000 Penalty: 3742.337402
	Iteration 86Q: 3 clusters Score -1.088639e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -10886399.000000 Penalty: 3742.337402
	Iteration 87Q: 3 clusters Score -1.08864e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -10886421.000000 Penalty: 3742.337402
	Iteration 88Q: 3 clusters Score -1.088642e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -10886451.000000 Penalty: 3742.337402
	Iteration 89Q: 3 clusters Score -1.088645e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -10886497.000000 Penalty: 3742.337402
	Iteration 90Q: 3 clusters Score -1.08865e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 95002 members 
Entering Unmasked Estep 
Score: -10886508.000000 Penalty: 3742.337402
	Iteration 91Q: 3 clusters Score -1.088651e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -10886501.000000 Penalty: 3742.337402
	Iteration 92Q: 3 clusters Score -1.08865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -10886499.000000 Penalty: 3742.337402
	Iteration 93Q: 3 clusters Score -1.08865e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -10886529.000000 Penalty: 3742.337402
	Iteration 94Q: 3 clusters Score -1.088653e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -10886525.000000 Penalty: 3742.337402
	Iteration 95Q: 3 clusters Score -1.088652e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -10886537.000000 Penalty: 3742.337402
	Iteration 96Q: 3 clusters Score -1.088654e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -10886556.000000 Penalty: 3742.337402
	Iteration 97Q: 3 clusters Score -1.088656e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -10886558.000000 Penalty: 3742.337402
	Iteration 98Q: 3 clusters Score -1.088656e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -10886592.000000 Penalty: 3742.337402
	Iteration 99Q: 3 clusters Score -1.088659e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -10886589.000000 Penalty: 3742.337402
	Iteration 100F: 3 clusters Score -1.088659e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -10886592.000000 Penalty: 3742.337402
	Iteration 101Q: 3 clusters Score -1.088659e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -10886589.000000 Penalty: 3742.337402
	Iteration 102Q: 3 clusters Score -1.088659e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -10886595.000000 Penalty: 3742.337402
	Iteration 103Q: 3 clusters Score -1.08866e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -10886622.000000 Penalty: 3742.337402
	Iteration 104Q: 3 clusters Score -1.088662e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 96043 members 
Entering Unmasked Estep 
Score: -10886621.000000 Penalty: 3742.337402
	Iteration 105Q: 3 clusters Score -1.088662e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -10886625.000000 Penalty: 3742.337402
	Iteration 106Q: 3 clusters Score -1.088662e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -10886629.000000 Penalty: 3742.337402
	Iteration 107Q: 3 clusters Score -1.088663e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -10886638.000000 Penalty: 3742.337402
	Iteration 108Q: 3 clusters Score -1.088664e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -10886642.000000 Penalty: 3742.337402
	Iteration 109Q: 3 clusters Score -1.088664e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -10886643.000000 Penalty: 3742.337402
	Iteration 110Q: 3 clusters Score -1.088664e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -10886642.000000 Penalty: 3742.337402
	Iteration 111Q: 3 clusters Score -1.088664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 96372 members 
Entering Unmasked Estep 
Score: -10886649.000000 Penalty: 3742.337402
	Iteration 112Q: 3 clusters Score -1.088665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -10886638.000000 Penalty: 3742.337402
	Iteration 113Q: 3 clusters Score -1.088664e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -10886654.000000 Penalty: 3742.337402
	Iteration 114Q: 3 clusters Score -1.088665e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -10886653.000000 Penalty: 3742.337402
	Iteration 115Q: 3 clusters Score -1.088665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 96523 members 
Entering Unmasked Estep 
Score: -10886653.000000 Penalty: 3742.337402
	Iteration 116Q: 3 clusters Score -1.088665e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 96553 members 
Entering Unmasked Estep 
Score: -10886658.000000 Penalty: 3742.337402
	Iteration 117Q: 3 clusters Score -1.088666e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -10886666.000000 Penalty: 3742.337402
	Iteration 118Q: 3 clusters Score -1.088667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 96633 members 
Entering Unmasked Estep 
Score: -10886675.000000 Penalty: 3742.337402
	Iteration 119Q: 3 clusters Score -1.088668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -10886671.000000 Penalty: 3742.337402
	Iteration 120F: 3 clusters Score -1.088667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -10886670.000000 Penalty: 3742.337402
	Iteration 121Q: 3 clusters Score -1.088667e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 96761 members 
Entering Unmasked Estep 
Score: -10886665.000000 Penalty: 3742.337402
	Iteration 122Q: 3 clusters Score -1.088666e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -10886662.000000 Penalty: 3742.337402
	Iteration 123Q: 3 clusters Score -1.088666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -10886662.000000 Penalty: 3742.337402
	Iteration 124Q: 3 clusters Score -1.088666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -10886674.000000 Penalty: 3742.337402
	Iteration 125Q: 3 clusters Score -1.088667e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -10886699.000000 Penalty: 3742.337402
	Iteration 126Q: 3 clusters Score -1.08867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -10886695.000000 Penalty: 3742.337402
	Iteration 127Q: 3 clusters Score -1.08867e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -10886698.000000 Penalty: 3742.337402
	Iteration 128Q: 3 clusters Score -1.08867e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 96997 members 
Entering Unmasked Estep 
Score: -10886702.000000 Penalty: 3742.337402
	Iteration 129Q: 3 clusters Score -1.08867e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -10886702.000000 Penalty: 3742.337402
	Iteration 130Q: 3 clusters Score -1.08867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -10886697.000000 Penalty: 3742.337402
	Iteration 131Q: 3 clusters Score -1.08867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 97065 members 
Entering Unmasked Estep 
Score: -10886694.000000 Penalty: 3742.337402
	Iteration 132Q: 3 clusters Score -1.088669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
Score: -10886688.000000 Penalty: 3742.337402
	Iteration 133Q: 3 clusters Score -1.088669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 97089 members 
Entering Unmasked Estep 
Score: -10886693.000000 Penalty: 3742.337402
	Iteration 134Q: 3 clusters Score -1.088669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -10886700.000000 Penalty: 3742.337402
	Iteration 135Q: 3 clusters Score -1.08867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -10886697.000000 Penalty: 3742.337402
	Iteration 136Q: 3 clusters Score -1.08867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -10886704.000000 Penalty: 3742.337402
	Iteration 137Q: 3 clusters Score -1.08867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -10886702.000000 Penalty: 3742.337402
	Iteration 138Q: 3 clusters Score -1.08867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -10886704.000000 Penalty: 3742.337402
	Iteration 139Q: 3 clusters Score -1.08867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -10886697.000000 Penalty: 3742.337402
	Iteration 140F: 3 clusters Score -1.08867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 97180 members 
Entering Unmasked Estep 
Score: -10886707.000000 Penalty: 3742.337402
	Iteration 141Q: 3 clusters Score -1.088671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 97191 members 
Entering Unmasked Estep 
Score: -10886714.000000 Penalty: 3742.337402
	Iteration 142Q: 3 clusters Score -1.088671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 97205 members 
Entering Unmasked Estep 
Score: -10886723.000000 Penalty: 3742.337402
	Iteration 143Q: 3 clusters Score -1.088672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -10886732.000000 Penalty: 3742.337402
	Iteration 144Q: 3 clusters Score -1.088673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -10886743.000000 Penalty: 3742.337402
	Iteration 145Q: 3 clusters Score -1.088674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 97236 members 
Entering Unmasked Estep 
Score: -10886752.000000 Penalty: 3742.337402
	Iteration 146Q: 3 clusters Score -1.088675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -10886744.000000 Penalty: 3742.337402
	Iteration 147Q: 3 clusters Score -1.088674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 97254 members 
Entering Unmasked Estep 
Score: -10886752.000000 Penalty: 3742.337402
	Iteration 148Q: 3 clusters Score -1.088675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 97265 members 
Entering Unmasked Estep 
Score: -10886757.000000 Penalty: 3742.337402
	Iteration 149Q: 3 clusters Score -1.088676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 97274 members 
Entering Unmasked Estep 
Score: -10886760.000000 Penalty: 3742.337402
	Iteration 150Q: 3 clusters Score -1.088676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -10886751.000000 Penalty: 3742.337402
	Iteration 151Q: 3 clusters Score -1.088675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -10886761.000000 Penalty: 3742.337402
	Iteration 152Q: 3 clusters Score -1.088676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -10886765.000000 Penalty: 3742.337402
	Iteration 153Q: 3 clusters Score -1.088676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -10886777.000000 Penalty: 3742.337402
	Iteration 154Q: 3 clusters Score -1.088678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -10886767.000000 Penalty: 3742.337402
	Iteration 155Q: 3 clusters Score -1.088677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
Score: -10886761.000000 Penalty: 3742.337402
	Iteration 156Q: 3 clusters Score -1.088676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 97353 members 
Entering Unmasked Estep 
Score: -10886761.000000 Penalty: 3742.337402
	Iteration 157Q: 3 clusters Score -1.088676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -10886757.000000 Penalty: 3742.337402
	Iteration 158Q: 3 clusters Score -1.088676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 97372 members 
Entering Unmasked Estep 
Score: -10886765.000000 Penalty: 3742.337402
	Iteration 159Q: 3 clusters Score -1.088676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -10886760.000000 Penalty: 3742.337402
	Iteration 160F: 3 clusters Score -1.088676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -10886767.000000 Penalty: 3742.337402
	Iteration 161Q: 3 clusters Score -1.088677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -10886772.000000 Penalty: 3742.337402
	Iteration 162Q: 3 clusters Score -1.088677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -10886775.000000 Penalty: 3742.337402
	Iteration 163Q: 3 clusters Score -1.088678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -10886767.000000 Penalty: 3742.337402
	Iteration 164Q: 3 clusters Score -1.088677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -10886774.000000 Penalty: 3742.337402
	Iteration 165Q: 3 clusters Score -1.088677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -10886790.000000 Penalty: 3742.337402
	Iteration 166Q: 3 clusters Score -1.088679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -10886807.000000 Penalty: 3742.337402
	Iteration 167Q: 3 clusters Score -1.088681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -10886788.000000 Penalty: 3742.337402
	Iteration 168Q: 3 clusters Score -1.088679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -10886803.000000 Penalty: 3742.337402
	Iteration 169Q: 3 clusters Score -1.08868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -10886801.000000 Penalty: 3742.337402
	Iteration 170Q: 3 clusters Score -1.08868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -10886807.000000 Penalty: 3742.337402
	Iteration 171Q: 3 clusters Score -1.088681e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -10886831.000000 Penalty: 3742.337402
	Iteration 172Q: 3 clusters Score -1.088683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 97591 members 
Entering Unmasked Estep 
Score: -10886830.000000 Penalty: 3742.337402
	Iteration 173Q: 3 clusters Score -1.088683e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -10886840.000000 Penalty: 3742.337402
	Iteration 174Q: 3 clusters Score -1.088684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -10886839.000000 Penalty: 3742.337402
	Iteration 175Q: 3 clusters Score -1.088684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -10886840.000000 Penalty: 3742.337402
	Iteration 176Q: 3 clusters Score -1.088684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -10886847.000000 Penalty: 3742.337402
	Iteration 177Q: 3 clusters Score -1.088685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 97685 members 
Entering Unmasked Estep 
Score: -10886852.000000 Penalty: 3742.337402
	Iteration 178Q: 3 clusters Score -1.088685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -10886849.000000 Penalty: 3742.337402
	Iteration 179Q: 3 clusters Score -1.088685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -10886841.000000 Penalty: 3742.337402
	Iteration 180F: 3 clusters Score -1.088684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -10886849.000000 Penalty: 3742.337402
	Iteration 181Q: 3 clusters Score -1.088685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -10886840.000000 Penalty: 3742.337402
	Iteration 182Q: 3 clusters Score -1.088684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 97761 members 
Entering Unmasked Estep 
Score: -10886836.000000 Penalty: 3742.337402
	Iteration 183Q: 3 clusters Score -1.088684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -10886828.000000 Penalty: 3742.337402
	Iteration 184Q: 3 clusters Score -1.088683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -10886829.000000 Penalty: 3742.337402
	Iteration 185Q: 3 clusters Score -1.088683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 97783 members 
Entering Unmasked Estep 
Score: -10886825.000000 Penalty: 3742.337402
	Iteration 186Q: 3 clusters Score -1.088682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -10886833.000000 Penalty: 3742.337402
	Iteration 187Q: 3 clusters Score -1.088683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -10886813.000000 Penalty: 3742.337402
	Iteration 188Q: 3 clusters Score -1.088681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -10886809.000000 Penalty: 3742.337402
	Iteration 189Q: 3 clusters Score -1.088681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -10886809.000000 Penalty: 3742.337402
	Iteration 190Q: 3 clusters Score -1.088681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -10886815.000000 Penalty: 3742.337402
	Iteration 191Q: 3 clusters Score -1.088682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -10886825.000000 Penalty: 3742.337402
	Iteration 192Q: 3 clusters Score -1.088682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -10886834.000000 Penalty: 3742.337402
	Iteration 193Q: 3 clusters Score -1.088683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 97894 members 
Entering Unmasked Estep 
Score: -10886831.000000 Penalty: 3742.337402
	Iteration 194Q: 3 clusters Score -1.088683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -10886828.000000 Penalty: 3742.337402
	Iteration 195Q: 3 clusters Score -1.088683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -10886821.000000 Penalty: 3742.337402
	Iteration 196Q: 3 clusters Score -1.088682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -10886838.000000 Penalty: 3742.337402
	Iteration 197Q: 3 clusters Score -1.088684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 97955 members 
Entering Unmasked Estep 
Score: -10886835.000000 Penalty: 3742.337402
	Iteration 198Q: 3 clusters Score -1.088684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 97975 members 
Entering Unmasked Estep 
Score: -10886843.000000 Penalty: 3742.337402
	Iteration 199Q: 3 clusters Score -1.088684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 97995 members 
Entering Unmasked Estep 
Score: -10886844.000000 Penalty: 3742.337402
	Iteration 200F: 3 clusters Score -1.088684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -10886830.000000 Penalty: 3742.337402
	Iteration 201Q: 3 clusters Score -1.088683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -10886843.000000 Penalty: 3742.337402
	Iteration 202Q: 3 clusters Score -1.088684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -10886843.000000 Penalty: 3742.337402
	Iteration 203Q: 3 clusters Score -1.088684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -10886849.000000 Penalty: 3742.337402
	Iteration 204Q: 3 clusters Score -1.088685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 98076 members 
Entering Unmasked Estep 
Score: -10886872.000000 Penalty: 3742.337402
	Iteration 205Q: 3 clusters Score -1.088687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -10886877.000000 Penalty: 3742.337402
	Iteration 206Q: 3 clusters Score -1.088688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
Score: -10886857.000000 Penalty: 3742.337402
	Iteration 207Q: 3 clusters Score -1.088686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 98126 members 
Entering Unmasked Estep 
Score: -10886858.000000 Penalty: 3742.337402
	Iteration 208Q: 3 clusters Score -1.088686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -10886848.000000 Penalty: 3742.337402
	Iteration 209Q: 3 clusters Score -1.088685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -10886848.000000 Penalty: 3742.337402
	Iteration 210Q: 3 clusters Score -1.088685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -10886853.000000 Penalty: 3742.337402
	Iteration 211Q: 3 clusters Score -1.088685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -10886872.000000 Penalty: 3742.337402
	Iteration 212Q: 3 clusters Score -1.088687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -10886875.000000 Penalty: 3742.337402
	Iteration 213Q: 3 clusters Score -1.088688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 98173 members 
Entering Unmasked Estep 
Score: -10886883.000000 Penalty: 3742.337402
	Iteration 214Q: 3 clusters Score -1.088688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 98182 members 
Entering Unmasked Estep 
Score: -10886878.000000 Penalty: 3742.337402
	Iteration 215Q: 3 clusters Score -1.088688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -10886885.000000 Penalty: 3742.337402
	Iteration 216Q: 3 clusters Score -1.088688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 98185 members 
Entering Unmasked Estep 
Score: -10886886.000000 Penalty: 3742.337402
	Iteration 217Q: 3 clusters Score -1.088689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
Score: -10886883.000000 Penalty: 3742.337402
	Iteration 218Q: 3 clusters Score -1.088688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
Score: -10886883.000000 Penalty: 3742.337402
	Iteration 219F: 3 clusters Score -1.088688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -91560.039062 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -91560.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90220.234375 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -90220.23 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90466.265625 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -90466.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90532.843750 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -90532.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90556.781250 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -90556.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90575.570312 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -90575.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90592.328125 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -90592.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90624.656250 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -90624.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90661.578125 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -90661.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90695.140625 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -90695.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90726.328125 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -90726.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90754.304688 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -90754.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90778.843750 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -90778.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90797.046875 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -90797.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90809.421875 Penalty: 2211.139160
	Iteration 13Q: 3 clusters Score -90809.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -90823.140625 Penalty: 2211.139160
	Iteration 14Q: 3 clusters Score -90823.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90834.953125 Penalty: 2211.139160
	Iteration 15Q: 3 clusters Score -90834.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90846.203125 Penalty: 2211.139160
	Iteration 16Q: 3 clusters Score -90846.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90863.070312 Penalty: 2211.139160
	Iteration 17Q: 3 clusters Score -90863.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90876.148438 Penalty: 2211.139160
	Iteration 18Q: 3 clusters Score -90876.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90888.148438 Penalty: 2211.139160
	Iteration 19Q: 3 clusters Score -90888.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90893.656250 Penalty: 2211.139160
	Iteration 20F: 3 clusters Score -90893.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90900.320312 Penalty: 2211.139160
	Iteration 21Q: 3 clusters Score -90900.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90905.375000 Penalty: 2211.139160
	Iteration 22Q: 3 clusters Score -90905.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90907.351562 Penalty: 2211.139160
	Iteration 23Q: 3 clusters Score -90907.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90907.351562 Penalty: 2211.139160
	Iteration 24F: 3 clusters Score -90907.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Entering Unmasked Estep 
Score: -7301185.500000 Penalty: 1805.184814
	Iteration 0F: 2 clusters Score -7301186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -7256542.000000 Penalty: 3610.369629
	Iteration 0F: 3 clusters Score -7256542 nChanged 31531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -7274688.000000 Penalty: 3610.369629
	Iteration 1F: 3 clusters Score -7274688 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -7275365.500000 Penalty: 3610.369629
	Iteration 2Q: 3 clusters Score -7275366 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -7276367.000000 Penalty: 3610.369629
	Iteration 3Q: 3 clusters Score -7276367 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7277978.000000 Penalty: 3610.369629
	Iteration 4F: 3 clusters Score -7277978 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -7280751.000000 Penalty: 3610.369629
	Iteration 5F: 3 clusters Score -7280751 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -7284994.000000 Penalty: 3610.369629
	Iteration 6F: 3 clusters Score -7284994 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -7289906.500000 Penalty: 3610.369629
	Iteration 7F: 3 clusters Score -7289906 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -7294101.500000 Penalty: 3610.369629
	Iteration 8F: 3 clusters Score -7294102 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -7296521.000000 Penalty: 3610.369629
	Iteration 9Q: 3 clusters Score -7296521 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -7297448.500000 Penalty: 3610.369629
	Iteration 10Q: 3 clusters Score -7297448 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -7297894.500000 Penalty: 3610.369629
	Iteration 11Q: 3 clusters Score -7297894 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -7298164.000000 Penalty: 3610.369629
	Iteration 12Q: 3 clusters Score -7298164 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -7298422.000000 Penalty: 3610.369629
	Iteration 13Q: 3 clusters Score -7298422 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -7298622.500000 Penalty: 3610.369629
	Iteration 14Q: 3 clusters Score -7298622 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -7298810.000000 Penalty: 3610.369629
	Iteration 15Q: 3 clusters Score -7298810 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -7298991.000000 Penalty: 3610.369629
	Iteration 16Q: 3 clusters Score -7298991 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -7299152.000000 Penalty: 3610.369629
	Iteration 17Q: 3 clusters Score -7299152 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -7299272.000000 Penalty: 3610.369629
	Iteration 18Q: 3 clusters Score -7299272 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -7299381.500000 Penalty: 3610.369629
	Iteration 19Q: 3 clusters Score -7299382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -7299458.500000 Penalty: 3610.369629
	Iteration 20F: 3 clusters Score -7299458 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -7299539.500000 Penalty: 3610.369629
	Iteration 21Q: 3 clusters Score -7299540 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -7299586.500000 Penalty: 3610.369629
	Iteration 22Q: 3 clusters Score -7299586 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -7299643.000000 Penalty: 3610.369629
	Iteration 23Q: 3 clusters Score -7299643 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -7299674.500000 Penalty: 3610.369629
	Iteration 24Q: 3 clusters Score -7299674 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -7299701.000000 Penalty: 3610.369629
	Iteration 25Q: 3 clusters Score -7299701 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -7299731.000000 Penalty: 3610.369629
	Iteration 26Q: 3 clusters Score -7299731 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -7299764.500000 Penalty: 3610.369629
	Iteration 27Q: 3 clusters Score -7299764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -7299768.500000 Penalty: 3610.369629
	Iteration 28Q: 3 clusters Score -7299768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -7299782.500000 Penalty: 3610.369629
	Iteration 29Q: 3 clusters Score -7299782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -7299812.500000 Penalty: 3610.369629
	Iteration 30Q: 3 clusters Score -7299812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -7299828.000000 Penalty: 3610.369629
	Iteration 31Q: 3 clusters Score -7299828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -7299837.000000 Penalty: 3610.369629
	Iteration 32Q: 3 clusters Score -7299837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -7299834.000000 Penalty: 3610.369629
	Iteration 33Q: 3 clusters Score -7299834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -7299840.500000 Penalty: 3610.369629
	Iteration 34Q: 3 clusters Score -7299840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -7299853.500000 Penalty: 3610.369629
	Iteration 35Q: 3 clusters Score -7299854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 64753 members 
Entering Unmasked Estep 
Score: -7299854.500000 Penalty: 3610.369629
	Iteration 36Q: 3 clusters Score -7299854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -7299852.500000 Penalty: 3610.369629
	Iteration 37Q: 3 clusters Score -7299852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -7299864.500000 Penalty: 3610.369629
	Iteration 38Q: 3 clusters Score -7299864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -7299869.000000 Penalty: 3610.369629
	Iteration 39Q: 3 clusters Score -7299869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -7299883.000000 Penalty: 3610.369629
	Iteration 40F: 3 clusters Score -7299883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -7299883.500000 Penalty: 3610.369629
	Iteration 41Q: 3 clusters Score -7299884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -7299889.000000 Penalty: 3610.369629
	Iteration 42Q: 3 clusters Score -7299889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -7299897.000000 Penalty: 3610.369629
	Iteration 43Q: 3 clusters Score -7299897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -7299903.500000 Penalty: 3610.369629
	Iteration 44Q: 3 clusters Score -7299904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -7299897.500000 Penalty: 3610.369629
	Iteration 45Q: 3 clusters Score -7299898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -7299905.500000 Penalty: 3610.369629
	Iteration 46Q: 3 clusters Score -7299906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -7299915.500000 Penalty: 3610.369629
	Iteration 47Q: 3 clusters Score -7299916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -7299921.000000 Penalty: 3610.369629
	Iteration 48Q: 3 clusters Score -7299921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -7299911.500000 Penalty: 3610.369629
	Iteration 49Q: 3 clusters Score -7299912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -7299919.000000 Penalty: 3610.369629
	Iteration 50Q: 3 clusters Score -7299919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -7299917.000000 Penalty: 3610.369629
	Iteration 51Q: 3 clusters Score -7299917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -7299916.500000 Penalty: 3610.369629
	Iteration 52Q: 3 clusters Score -7299916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -7299932.000000 Penalty: 3610.369629
	Iteration 53Q: 3 clusters Score -7299932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -7299937.000000 Penalty: 3610.369629
	Iteration 54Q: 3 clusters Score -7299937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -7299930.500000 Penalty: 3610.369629
	Iteration 55Q: 3 clusters Score -7299930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -7299936.500000 Penalty: 3610.369629
	Iteration 56Q: 3 clusters Score -7299936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -7299931.000000 Penalty: 3610.369629
	Iteration 57Q: 3 clusters Score -7299931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -7299935.500000 Penalty: 3610.369629
	Iteration 58Q: 3 clusters Score -7299936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -7299937.500000 Penalty: 3610.369629
	Iteration 59Q: 3 clusters Score -7299938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -7299938.000000 Penalty: 3610.369629
	Iteration 60F: 3 clusters Score -7299938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -7299939.500000 Penalty: 3610.369629
	Iteration 61Q: 3 clusters Score -7299940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -7299942.000000 Penalty: 3610.369629
	Iteration 62Q: 3 clusters Score -7299942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -7299950.000000 Penalty: 3610.369629
	Iteration 63Q: 3 clusters Score -7299950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -7299948.500000 Penalty: 3610.369629
	Iteration 64Q: 3 clusters Score -7299948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -7299936.500000 Penalty: 3610.369629
	Iteration 65Q: 3 clusters Score -7299936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -7299948.500000 Penalty: 3610.369629
	Iteration 66Q: 3 clusters Score -7299948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -7299955.000000 Penalty: 3610.369629
	Iteration 67Q: 3 clusters Score -7299955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -7299948.000000 Penalty: 3610.369629
	Iteration 68Q: 3 clusters Score -7299948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -7299953.500000 Penalty: 3610.369629
	Iteration 69Q: 3 clusters Score -7299954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -7299955.000000 Penalty: 3610.369629
	Iteration 70Q: 3 clusters Score -7299955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -7299953.500000 Penalty: 3610.369629
	Iteration 71Q: 3 clusters Score -7299954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -7299964.500000 Penalty: 3610.369629
	Iteration 72Q: 3 clusters Score -7299964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -7299961.500000 Penalty: 3610.369629
	Iteration 73Q: 3 clusters Score -7299962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -7299961.500000 Penalty: 3610.369629
	Iteration 74F: 3 clusters Score -7299962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -232621.250000 Penalty: 1250.708374
	Iteration 0F: 2 clusters Score -232621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -230386.515625 Penalty: 2501.416748
	Iteration 0F: 3 clusters Score -230386.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -230871.890625 Penalty: 2501.416748
	Iteration 1F: 3 clusters Score -230871.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -230982.015625 Penalty: 2501.416748
	Iteration 2F: 3 clusters Score -230982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -231049.406250 Penalty: 2501.416748
	Iteration 3Q: 3 clusters Score -231049.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -231091.265625 Penalty: 2501.416748
	Iteration 4Q: 3 clusters Score -231091.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -231127.203125 Penalty: 2501.416748
	Iteration 5Q: 3 clusters Score -231127.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -231153.187500 Penalty: 2501.416748
	Iteration 6Q: 3 clusters Score -231153.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -231166.296875 Penalty: 2501.416748
	Iteration 7Q: 3 clusters Score -231166.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -231176.484375 Penalty: 2501.416748
	Iteration 8Q: 3 clusters Score -231176.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -231185.703125 Penalty: 2501.416748
	Iteration 9Q: 3 clusters Score -231185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -231192.750000 Penalty: 2501.416748
	Iteration 10Q: 3 clusters Score -231192.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231201.843750 Penalty: 2501.416748
	Iteration 11Q: 3 clusters Score -231201.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -231212.359375 Penalty: 2501.416748
	Iteration 12Q: 3 clusters Score -231212.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -231222.234375 Penalty: 2501.416748
	Iteration 13Q: 3 clusters Score -231222.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -231233.421875 Penalty: 2501.416748
	Iteration 14Q: 3 clusters Score -231233.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -231242.906250 Penalty: 2501.416748
	Iteration 15Q: 3 clusters Score -231242.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -231251.046875 Penalty: 2501.416748
	Iteration 16Q: 3 clusters Score -231251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -231258.093750 Penalty: 2501.416748
	Iteration 17Q: 3 clusters Score -231258.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -231264.359375 Penalty: 2501.416748
	Iteration 18Q: 3 clusters Score -231264.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -231274.093750 Penalty: 2501.416748
	Iteration 19Q: 3 clusters Score -231274.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -231284.593750 Penalty: 2501.416748
	Iteration 20F: 3 clusters Score -231284.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -231289.781250 Penalty: 2501.416748
	Iteration 21Q: 3 clusters Score -231289.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -231296.078125 Penalty: 2501.416748
	Iteration 22Q: 3 clusters Score -231296.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -231309.734375 Penalty: 2501.416748
	Iteration 23Q: 3 clusters Score -231309.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -231327.937500 Penalty: 2501.416748
	Iteration 24Q: 3 clusters Score -231327.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -231348.578125 Penalty: 2501.416748
	Iteration 25Q: 3 clusters Score -231348.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -231365.609375 Penalty: 2501.416748
	Iteration 26Q: 3 clusters Score -231365.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -231384.593750 Penalty: 2501.416748
	Iteration 27Q: 3 clusters Score -231384.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -231409.609375 Penalty: 2501.416748
	Iteration 28Q: 3 clusters Score -231409.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -231433.890625 Penalty: 2501.416748
	Iteration 29Q: 3 clusters Score -231433.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -231460.890625 Penalty: 2501.416748
	Iteration 30Q: 3 clusters Score -231460.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -231480.453125 Penalty: 2501.416748
	Iteration 31Q: 3 clusters Score -231480.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -231506.984375 Penalty: 2501.416748
	Iteration 32Q: 3 clusters Score -231507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -231542.593750 Penalty: 2501.416748
	Iteration 33Q: 3 clusters Score -231542.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -231599.687500 Penalty: 2501.416748
	Iteration 34Q: 3 clusters Score -231599.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -231701.687500 Penalty: 2501.416748
	Iteration 35Q: 3 clusters Score -231701.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -231855.781250 Penalty: 2501.416748
	Iteration 36Q: 3 clusters Score -231855.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -231966.875000 Penalty: 2501.416748
	Iteration 37Q: 3 clusters Score -231966.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -232020.875000 Penalty: 2501.416748
	Iteration 38Q: 3 clusters Score -232020.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -232058.875000 Penalty: 2501.416748
	Iteration 39Q: 3 clusters Score -232058.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -232093.078125 Penalty: 2501.416748
	Iteration 40F: 3 clusters Score -232093.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -232130.078125 Penalty: 2501.416748
	Iteration 41Q: 3 clusters Score -232130.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -232151.875000 Penalty: 2501.416748
	Iteration 42Q: 3 clusters Score -232151.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -232170.765625 Penalty: 2501.416748
	Iteration 43Q: 3 clusters Score -232170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -232190.937500 Penalty: 2501.416748
	Iteration 44Q: 3 clusters Score -232190.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -232213.187500 Penalty: 2501.416748
	Iteration 45Q: 3 clusters Score -232213.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -232233.187500 Penalty: 2501.416748
	Iteration 46Q: 3 clusters Score -232233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -232241.859375 Penalty: 2501.416748
	Iteration 47Q: 3 clusters Score -232241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -232243.437500 Penalty: 2501.416748
	Iteration 48Q: 3 clusters Score -232243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -232245.046875 Penalty: 2501.416748
	Iteration 49Q: 3 clusters Score -232245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -232245.906250 Penalty: 2501.416748
	Iteration 50Q: 3 clusters Score -232245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -232246.671875 Penalty: 2501.416748
	Iteration 51Q: 3 clusters Score -232246.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -232246.671875 Penalty: 2501.416748
	Iteration 52F: 3 clusters Score -232246.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Entering Unmasked Estep 
Score: -4518677.500000 Penalty: 1731.375732
	Iteration 0F: 2 clusters Score -4518678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4490189.500000 Penalty: 3462.751465
	Iteration 0F: 3 clusters Score -4490190 nChanged 19774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4501389.500000 Penalty: 3462.751465
	Iteration 1F: 3 clusters Score -4501390 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -4502023.000000 Penalty: 3462.751465
	Iteration 2Q: 3 clusters Score -4502023 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -4502818.000000 Penalty: 3462.751465
	Iteration 3Q: 3 clusters Score -4502818 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4503959.500000 Penalty: 3462.751465
	Iteration 4F: 3 clusters Score -4503960 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -4505517.500000 Penalty: 3462.751465
	Iteration 5F: 3 clusters Score -4505518 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -4507531.500000 Penalty: 3462.751465
	Iteration 6F: 3 clusters Score -4507532 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4509814.000000 Penalty: 3462.751465
	Iteration 7F: 3 clusters Score -4509814 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4512058.000000 Penalty: 3462.751465
	Iteration 8F: 3 clusters Score -4512058 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -4513905.000000 Penalty: 3462.751465
	Iteration 9F: 3 clusters Score -4513905 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4515354.000000 Penalty: 3462.751465
	Iteration 10Q: 3 clusters Score -4515354 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4516212.000000 Penalty: 3462.751465
	Iteration 11Q: 3 clusters Score -4516212 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4516643.000000 Penalty: 3462.751465
	Iteration 12Q: 3 clusters Score -4516643 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4516894.500000 Penalty: 3462.751465
	Iteration 13Q: 3 clusters Score -4516894 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4517098.000000 Penalty: 3462.751465
	Iteration 14Q: 3 clusters Score -4517098 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4517256.500000 Penalty: 3462.751465
	Iteration 15Q: 3 clusters Score -4517256 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4517350.000000 Penalty: 3462.751465
	Iteration 16Q: 3 clusters Score -4517350 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4517444.500000 Penalty: 3462.751465
	Iteration 17Q: 3 clusters Score -4517444 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4517493.000000 Penalty: 3462.751465
	Iteration 18Q: 3 clusters Score -4517493 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4517543.000000 Penalty: 3462.751465
	Iteration 19Q: 3 clusters Score -4517543 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4517568.000000 Penalty: 3462.751465
	Iteration 20F: 3 clusters Score -4517568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4517595.500000 Penalty: 3462.751465
	Iteration 21Q: 3 clusters Score -4517596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4517608.500000 Penalty: 3462.751465
	Iteration 22Q: 3 clusters Score -4517608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4517627.000000 Penalty: 3462.751465
	Iteration 23Q: 3 clusters Score -4517627 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4517644.500000 Penalty: 3462.751465
	Iteration 24Q: 3 clusters Score -4517644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4517660.000000 Penalty: 3462.751465
	Iteration 25Q: 3 clusters Score -4517660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4517674.000000 Penalty: 3462.751465
	Iteration 26Q: 3 clusters Score -4517674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4517673.500000 Penalty: 3462.751465
	Iteration 27Q: 3 clusters Score -4517674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4517678.000000 Penalty: 3462.751465
	Iteration 28Q: 3 clusters Score -4517678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4517689.000000 Penalty: 3462.751465
	Iteration 29Q: 3 clusters Score -4517689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4517691.500000 Penalty: 3462.751465
	Iteration 30Q: 3 clusters Score -4517692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4517685.000000 Penalty: 3462.751465
	Iteration 31Q: 3 clusters Score -4517685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4517688.500000 Penalty: 3462.751465
	Iteration 32Q: 3 clusters Score -4517688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4517689.000000 Penalty: 3462.751465
	Iteration 33Q: 3 clusters Score -4517689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4517691.500000 Penalty: 3462.751465
	Iteration 34Q: 3 clusters Score -4517692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4517688.000000 Penalty: 3462.751465
	Iteration 35Q: 3 clusters Score -4517688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4517691.500000 Penalty: 3462.751465
	Iteration 36Q: 3 clusters Score -4517692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4517688.000000 Penalty: 3462.751465
	Iteration 37Q: 3 clusters Score -4517688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4517687.000000 Penalty: 3462.751465
	Iteration 38Q: 3 clusters Score -4517687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4517693.000000 Penalty: 3462.751465
	Iteration 39Q: 3 clusters Score -4517693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4517691.000000 Penalty: 3462.751465
	Iteration 40F: 3 clusters Score -4517691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4517690.000000 Penalty: 3462.751465
	Iteration 41Q: 3 clusters Score -4517690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4517693.000000 Penalty: 3462.751465
	Iteration 42Q: 3 clusters Score -4517693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4517693.500000 Penalty: 3462.751465
	Iteration 43Q: 3 clusters Score -4517694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4517693.000000 Penalty: 3462.751465
	Iteration 44Q: 3 clusters Score -4517693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4517693.000000 Penalty: 3462.751465
	Iteration 45Q: 3 clusters Score -4517693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4517693.000000 Penalty: 3462.751465
	Iteration 46F: 3 clusters Score -4517693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Entering Unmasked Estep 
Score: -19027050.000000 Penalty: 1962.153320
	Iteration 0F: 2 clusters Score -1.902705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -18911972.000000 Penalty: 3924.306641
	Iteration 0F: 3 clusters Score -1.891197e+07 nChanged 84889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -18962372.000000 Penalty: 3924.306641
	Iteration 1F: 3 clusters Score -1.896237e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -18964160.000000 Penalty: 3924.306641
	Iteration 2Q: 3 clusters Score -1.896416e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -18967330.000000 Penalty: 3924.306641
	Iteration 3Q: 3 clusters Score -1.896733e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116277 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -18974018.000000 Penalty: 3924.306641
	Iteration 4F: 3 clusters Score -1.897402e+07 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130205 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -18985274.000000 Penalty: 3924.306641
	Iteration 5F: 3 clusters Score -1.898527e+07 nChanged 15979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145826 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -19000384.000000 Penalty: 3924.306641
	Iteration 6F: 3 clusters Score -1.900038e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159065 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -19013228.000000 Penalty: 3924.306641
	Iteration 7F: 3 clusters Score -1.901323e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -19020768.000000 Penalty: 3924.306641
	Iteration 8Q: 3 clusters Score -1.902077e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170216 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -19023576.000000 Penalty: 3924.306641
	Iteration 9Q: 3 clusters Score -1.902358e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171711 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -19024576.000000 Penalty: 3924.306641
	Iteration 10Q: 3 clusters Score -1.902458e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -19025080.000000 Penalty: 3924.306641
	Iteration 11Q: 3 clusters Score -1.902508e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173050 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -19025296.000000 Penalty: 3924.306641
	Iteration 12Q: 3 clusters Score -1.90253e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19025374.000000 Penalty: 3924.306641
	Iteration 13Q: 3 clusters Score -1.902537e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -19025442.000000 Penalty: 3924.306641
	Iteration 14Q: 3 clusters Score -1.902544e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173782 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -19025534.000000 Penalty: 3924.306641
	Iteration 15Q: 3 clusters Score -1.902553e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173915 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -19025600.000000 Penalty: 3924.306641
	Iteration 16Q: 3 clusters Score -1.90256e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174016 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -19025666.000000 Penalty: 3924.306641
	Iteration 17Q: 3 clusters Score -1.902567e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174097 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -19025676.000000 Penalty: 3924.306641
	Iteration 18Q: 3 clusters Score -1.902568e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19025704.000000 Penalty: 3924.306641
	Iteration 19Q: 3 clusters Score -1.90257e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174202 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -19025704.000000 Penalty: 3924.306641
	Iteration 20F: 3 clusters Score -1.90257e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174240 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -19025752.000000 Penalty: 3924.306641
	Iteration 21Q: 3 clusters Score -1.902575e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174279 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -19025748.000000 Penalty: 3924.306641
	Iteration 22Q: 3 clusters Score -1.902575e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174308 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -19025770.000000 Penalty: 3924.306641
	Iteration 23Q: 3 clusters Score -1.902577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174333 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19025806.000000 Penalty: 3924.306641
	Iteration 24Q: 3 clusters Score -1.902581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174348 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -19025838.000000 Penalty: 3924.306641
	Iteration 25Q: 3 clusters Score -1.902584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174363 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -19025858.000000 Penalty: 3924.306641
	Iteration 26Q: 3 clusters Score -1.902586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174371 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19025838.000000 Penalty: 3924.306641
	Iteration 27Q: 3 clusters Score -1.902584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174381 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -19025848.000000 Penalty: 3924.306641
	Iteration 28Q: 3 clusters Score -1.902585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -19025866.000000 Penalty: 3924.306641
	Iteration 29Q: 3 clusters Score -1.902587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174417 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -19025868.000000 Penalty: 3924.306641
	Iteration 30Q: 3 clusters Score -1.902587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174432 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19025862.000000 Penalty: 3924.306641
	Iteration 31Q: 3 clusters Score -1.902586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174447 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19025858.000000 Penalty: 3924.306641
	Iteration 32Q: 3 clusters Score -1.902586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19025850.000000 Penalty: 3924.306641
	Iteration 33Q: 3 clusters Score -1.902585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174463 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19025854.000000 Penalty: 3924.306641
	Iteration 34Q: 3 clusters Score -1.902585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174468 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -19025856.000000 Penalty: 3924.306641
	Iteration 35Q: 3 clusters Score -1.902586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174474 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19025864.000000 Penalty: 3924.306641
	Iteration 36Q: 3 clusters Score -1.902586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174479 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19025878.000000 Penalty: 3924.306641
	Iteration 37Q: 3 clusters Score -1.902588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174483 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19025872.000000 Penalty: 3924.306641
	Iteration 38Q: 3 clusters Score -1.902587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174486 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -19025874.000000 Penalty: 3924.306641
	Iteration 39Q: 3 clusters Score -1.902587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174488 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -19025880.000000 Penalty: 3924.306641
	Iteration 40F: 3 clusters Score -1.902588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19025876.000000 Penalty: 3924.306641
	Iteration 41Q: 3 clusters Score -1.902588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19025872.000000 Penalty: 3924.306641
	Iteration 42Q: 3 clusters Score -1.902587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174494 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19025870.000000 Penalty: 3924.306641
	Iteration 43Q: 3 clusters Score -1.902587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19025878.000000 Penalty: 3924.306641
	Iteration 44Q: 3 clusters Score -1.902588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174498 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19025896.000000 Penalty: 3924.306641
	Iteration 45Q: 3 clusters Score -1.90259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174502 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19025896.000000 Penalty: 3924.306641
	Iteration 46Q: 3 clusters Score -1.90259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19025900.000000 Penalty: 3924.306641
	Iteration 47Q: 3 clusters Score -1.90259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19025892.000000 Penalty: 3924.306641
	Iteration 48Q: 3 clusters Score -1.902589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -19025902.000000 Penalty: 3924.306641
	Iteration 49Q: 3 clusters Score -1.90259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19025890.000000 Penalty: 3924.306641
	Iteration 50Q: 3 clusters Score -1.902589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19025900.000000 Penalty: 3924.306641
	Iteration 51Q: 3 clusters Score -1.90259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174523 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -19025898.000000 Penalty: 3924.306641
	Iteration 52Q: 3 clusters Score -1.90259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174524 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -19025908.000000 Penalty: 3924.306641
	Iteration 53Q: 3 clusters Score -1.902591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174527 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -19025900.000000 Penalty: 3924.306641
	Iteration 54Q: 3 clusters Score -1.90259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174528 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19025896.000000 Penalty: 3924.306641
	Iteration 55Q: 3 clusters Score -1.90259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174529 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19025898.000000 Penalty: 3924.306641
	Iteration 56Q: 3 clusters Score -1.90259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174533 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -19025916.000000 Penalty: 3924.306641
	Iteration 57Q: 3 clusters Score -1.902592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174539 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -19025918.000000 Penalty: 3924.306641
	Iteration 58Q: 3 clusters Score -1.902592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174547 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19025922.000000 Penalty: 3924.306641
	Iteration 59Q: 3 clusters Score -1.902592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174549 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -19025908.000000 Penalty: 3924.306641
	Iteration 60F: 3 clusters Score -1.902591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174549 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -19025910.000000 Penalty: 3924.306641
	Iteration 61Q: 3 clusters Score -1.902591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174551 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -19025924.000000 Penalty: 3924.306641
	Iteration 62Q: 3 clusters Score -1.902592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174553 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -19025916.000000 Penalty: 3924.306641
	Iteration 63Q: 3 clusters Score -1.902592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174556 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -19025910.000000 Penalty: 3924.306641
	Iteration 64Q: 3 clusters Score -1.902591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174557 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19025912.000000 Penalty: 3924.306641
	Iteration 65Q: 3 clusters Score -1.902591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174560 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -19025912.000000 Penalty: 3924.306641
	Iteration 66Q: 3 clusters Score -1.902591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174561 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19025912.000000 Penalty: 3924.306641
	Iteration 67Q: 3 clusters Score -1.902591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174564 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19025914.000000 Penalty: 3924.306641
	Iteration 68Q: 3 clusters Score -1.902591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174568 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19025900.000000 Penalty: 3924.306641
	Iteration 69Q: 3 clusters Score -1.90259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19025904.000000 Penalty: 3924.306641
	Iteration 70Q: 3 clusters Score -1.90259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19025904.000000 Penalty: 3924.306641
	Iteration 71F: 3 clusters Score -1.90259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180980 members 
Entering Unmasked Estep 
Score: -19599646.000000 Penalty: 1967.248047
	Iteration 0F: 2 clusters Score -1.959965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -19480222.000000 Penalty: 3934.496094
	Iteration 0F: 3 clusters Score -1.948022e+07 nChanged 87400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -19532392.000000 Penalty: 3934.496094
	Iteration 1F: 3 clusters Score -1.953239e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -19533754.000000 Penalty: 3934.496094
	Iteration 2Q: 3 clusters Score -1.953375e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -19535950.000000 Penalty: 3934.496094
	Iteration 3Q: 3 clusters Score -1.953595e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -19539480.000000 Penalty: 3934.496094
	Iteration 4Q: 3 clusters Score -1.953948e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -19545676.000000 Penalty: 3934.496094
	Iteration 5F: 3 clusters Score -1.954568e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -19555162.000000 Penalty: 3934.496094
	Iteration 6F: 3 clusters Score -1.955516e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -19565470.000000 Penalty: 3934.496094
	Iteration 7F: 3 clusters Score -1.956547e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -19570974.000000 Penalty: 3934.496094
	Iteration 8F: 3 clusters Score -1.957097e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -19572776.000000 Penalty: 3934.496094
	Iteration 9Q: 3 clusters Score -1.957278e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -19573568.000000 Penalty: 3934.496094
	Iteration 10Q: 3 clusters Score -1.957357e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97217 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -19574322.000000 Penalty: 3934.496094
	Iteration 11Q: 3 clusters Score -1.957432e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97366 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -19574834.000000 Penalty: 3934.496094
	Iteration 12Q: 3 clusters Score -1.957483e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -19575376.000000 Penalty: 3934.496094
	Iteration 13Q: 3 clusters Score -1.957538e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97653 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -19576090.000000 Penalty: 3934.496094
	Iteration 14Q: 3 clusters Score -1.957609e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -19576794.000000 Penalty: 3934.496094
	Iteration 15Q: 3 clusters Score -1.957679e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -19577326.000000 Penalty: 3934.496094
	Iteration 16Q: 3 clusters Score -1.957733e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -19578008.000000 Penalty: 3934.496094
	Iteration 17Q: 3 clusters Score -1.957801e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -19578648.000000 Penalty: 3934.496094
	Iteration 18Q: 3 clusters Score -1.957865e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 82932 members 
Entering Unmasked Estep 
Score: -19579062.000000 Penalty: 3934.496094
	Iteration 19Q: 3 clusters Score -1.957906e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -19579474.000000 Penalty: 3934.496094
	Iteration 20F: 3 clusters Score -1.957947e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 82940 members 
Entering Unmasked Estep 
Score: -19579846.000000 Penalty: 3934.496094
	Iteration 21Q: 3 clusters Score -1.957985e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -19580246.000000 Penalty: 3934.496094
	Iteration 22Q: 3 clusters Score -1.958025e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 83089 members 
Entering Unmasked Estep 
Score: -19580506.000000 Penalty: 3934.496094
	Iteration 23Q: 3 clusters Score -1.958051e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -19580680.000000 Penalty: 3934.496094
	Iteration 24Q: 3 clusters Score -1.958068e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -19580818.000000 Penalty: 3934.496094
	Iteration 25Q: 3 clusters Score -1.958082e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -19580932.000000 Penalty: 3934.496094
	Iteration 26Q: 3 clusters Score -1.958093e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -19580942.000000 Penalty: 3934.496094
	Iteration 27Q: 3 clusters Score -1.958094e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -19580982.000000 Penalty: 3934.496094
	Iteration 28Q: 3 clusters Score -1.958098e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -19581036.000000 Penalty: 3934.496094
	Iteration 29Q: 3 clusters Score -1.958104e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 85381 members 
Entering Unmasked Estep 
Score: -19581006.000000 Penalty: 3934.496094
	Iteration 30Q: 3 clusters Score -1.958101e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -19580902.000000 Penalty: 3934.496094
	Iteration 31Q: 3 clusters Score -1.95809e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -19580920.000000 Penalty: 3934.496094
	Iteration 32Q: 3 clusters Score -1.958092e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -19580906.000000 Penalty: 3934.496094
	Iteration 33Q: 3 clusters Score -1.958091e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -19580912.000000 Penalty: 3934.496094
	Iteration 34Q: 3 clusters Score -1.958091e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -19580836.000000 Penalty: 3934.496094
	Iteration 35Q: 3 clusters Score -1.958084e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -19580884.000000 Penalty: 3934.496094
	Iteration 36Q: 3 clusters Score -1.958088e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 89257 members 
Entering Unmasked Estep 
Score: -19580884.000000 Penalty: 3934.496094
	Iteration 37Q: 3 clusters Score -1.958088e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -19580850.000000 Penalty: 3934.496094
	Iteration 38Q: 3 clusters Score -1.958085e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -19580908.000000 Penalty: 3934.496094
	Iteration 39Q: 3 clusters Score -1.958091e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -19580872.000000 Penalty: 3934.496094
	Iteration 40F: 3 clusters Score -1.958087e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -19580810.000000 Penalty: 3934.496094
	Iteration 41Q: 3 clusters Score -1.958081e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -19580742.000000 Penalty: 3934.496094
	Iteration 42Q: 3 clusters Score -1.958074e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -19580750.000000 Penalty: 3934.496094
	Iteration 43Q: 3 clusters Score -1.958075e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -19580696.000000 Penalty: 3934.496094
	Iteration 44Q: 3 clusters Score -1.95807e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -19580696.000000 Penalty: 3934.496094
	Iteration 45Q: 3 clusters Score -1.95807e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -19580672.000000 Penalty: 3934.496094
	Iteration 46Q: 3 clusters Score -1.958067e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -19580602.000000 Penalty: 3934.496094
	Iteration 47Q: 3 clusters Score -1.95806e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -19580538.000000 Penalty: 3934.496094
	Iteration 48Q: 3 clusters Score -1.958054e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -19580450.000000 Penalty: 3934.496094
	Iteration 49Q: 3 clusters Score -1.958045e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 99879 members 
Entering Unmasked Estep 
Score: -19580414.000000 Penalty: 3934.496094
	Iteration 50Q: 3 clusters Score -1.958041e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -19580402.000000 Penalty: 3934.496094
	Iteration 51Q: 3 clusters Score -1.95804e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -19580356.000000 Penalty: 3934.496094
	Iteration 52Q: 3 clusters Score -1.958036e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -19580328.000000 Penalty: 3934.496094
	Iteration 53Q: 3 clusters Score -1.958033e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -19580292.000000 Penalty: 3934.496094
	Iteration 54Q: 3 clusters Score -1.958029e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -19580306.000000 Penalty: 3934.496094
	Iteration 55Q: 3 clusters Score -1.958031e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -19580364.000000 Penalty: 3934.496094
	Iteration 56Q: 3 clusters Score -1.958036e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 108890 members 
Entering Unmasked Estep 
Score: -19580390.000000 Penalty: 3934.496094
	Iteration 57Q: 3 clusters Score -1.958039e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -19580334.000000 Penalty: 3934.496094
	Iteration 58Q: 3 clusters Score -1.958033e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 112304 members 
Entering Unmasked Estep 
Score: -19580354.000000 Penalty: 3934.496094
	Iteration 59Q: 3 clusters Score -1.958035e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -19580384.000000 Penalty: 3934.496094
	Iteration 60F: 3 clusters Score -1.958038e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -19580362.000000 Penalty: 3934.496094
	Iteration 61Q: 3 clusters Score -1.958036e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 118216 members 
Entering Unmasked Estep 
Score: -19580292.000000 Penalty: 3934.496094
	Iteration 62Q: 3 clusters Score -1.958029e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 120387 members 
Entering Unmasked Estep 
Score: -19580400.000000 Penalty: 3934.496094
	Iteration 63Q: 3 clusters Score -1.95804e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 122640 members 
Entering Unmasked Estep 
Score: -19580606.000000 Penalty: 3934.496094
	Iteration 64Q: 3 clusters Score -1.958061e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 125033 members 
Entering Unmasked Estep 
Score: -19580782.000000 Penalty: 3934.496094
	Iteration 65Q: 3 clusters Score -1.958078e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -19580872.000000 Penalty: 3934.496094
	Iteration 66Q: 3 clusters Score -1.958087e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -19581088.000000 Penalty: 3934.496094
	Iteration 67Q: 3 clusters Score -1.958109e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -19581424.000000 Penalty: 3934.496094
	Iteration 68Q: 3 clusters Score -1.958142e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 135396 members 
Entering Unmasked Estep 
Score: -19581744.000000 Penalty: 3934.496094
	Iteration 69Q: 3 clusters Score -1.958174e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 138178 members 
Entering Unmasked Estep 
Score: -19581946.000000 Penalty: 3934.496094
	Iteration 70Q: 3 clusters Score -1.958195e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 141083 members 
Entering Unmasked Estep 
Score: -19582322.000000 Penalty: 3934.496094
	Iteration 71Q: 3 clusters Score -1.958232e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 144083 members 
Entering Unmasked Estep 
Score: -19582752.000000 Penalty: 3934.496094
	Iteration 72Q: 3 clusters Score -1.958275e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 147288 members 
Entering Unmasked Estep 
Score: -19583256.000000 Penalty: 3934.496094
	Iteration 73Q: 3 clusters Score -1.958326e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 150624 members 
Entering Unmasked Estep 
Score: -19583998.000000 Penalty: 3934.496094
	Iteration 74Q: 3 clusters Score -1.9584e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 154170 members 
Entering Unmasked Estep 
Score: -19585000.000000 Penalty: 3934.496094
	Iteration 75Q: 3 clusters Score -1.9585e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 157787 members 
Entering Unmasked Estep 
Score: -19586110.000000 Penalty: 3934.496094
	Iteration 76Q: 3 clusters Score -1.958611e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 161306 members 
Entering Unmasked Estep 
Score: -19587326.000000 Penalty: 3934.496094
	Iteration 77Q: 3 clusters Score -1.958733e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 164731 members 
Entering Unmasked Estep 
Score: -19589066.000000 Penalty: 3934.496094
	Iteration 78Q: 3 clusters Score -1.958907e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 167777 members 
Entering Unmasked Estep 
Score: -19591054.000000 Penalty: 3934.496094
	Iteration 79Q: 3 clusters Score -1.959105e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 170346 members 
Entering Unmasked Estep 
Score: -19592574.000000 Penalty: 3934.496094
	Iteration 80F: 3 clusters Score -1.959257e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 172510 members 
Entering Unmasked Estep 
Score: -19593818.000000 Penalty: 3934.496094
	Iteration 81Q: 3 clusters Score -1.959382e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 174262 members 
Entering Unmasked Estep 
Score: -19594904.000000 Penalty: 3934.496094
	Iteration 82Q: 3 clusters Score -1.95949e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 175638 members 
Entering Unmasked Estep 
Score: -19595616.000000 Penalty: 3934.496094
	Iteration 83Q: 3 clusters Score -1.959562e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 176690 members 
Entering Unmasked Estep 
Score: -19596124.000000 Penalty: 3934.496094
	Iteration 84Q: 3 clusters Score -1.959612e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 177510 members 
Entering Unmasked Estep 
Score: -19596570.000000 Penalty: 3934.496094
	Iteration 85Q: 3 clusters Score -1.959657e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 178121 members 
Entering Unmasked Estep 
Score: -19596944.000000 Penalty: 3934.496094
	Iteration 86Q: 3 clusters Score -1.959694e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 178576 members 
Entering Unmasked Estep 
Score: -19597190.000000 Penalty: 3934.496094
	Iteration 87Q: 3 clusters Score -1.959719e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 178936 members 
Entering Unmasked Estep 
Score: -19597410.000000 Penalty: 3934.496094
	Iteration 88Q: 3 clusters Score -1.959741e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 179221 members 
Entering Unmasked Estep 
Score: -19597556.000000 Penalty: 3934.496094
	Iteration 89Q: 3 clusters Score -1.959756e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 179453 members 
Entering Unmasked Estep 
Score: -19597658.000000 Penalty: 3934.496094
	Iteration 90Q: 3 clusters Score -1.959766e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 179608 members 
Entering Unmasked Estep 
Score: -19597732.000000 Penalty: 3934.496094
	Iteration 91Q: 3 clusters Score -1.959773e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 179719 members 
Entering Unmasked Estep 
Score: -19597746.000000 Penalty: 3934.496094
	Iteration 92Q: 3 clusters Score -1.959775e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 179797 members 
Entering Unmasked Estep 
Score: -19597778.000000 Penalty: 3934.496094
	Iteration 93Q: 3 clusters Score -1.959778e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 179863 members 
Entering Unmasked Estep 
Score: -19597802.000000 Penalty: 3934.496094
	Iteration 94Q: 3 clusters Score -1.95978e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 179921 members 
Entering Unmasked Estep 
Score: -19597852.000000 Penalty: 3934.496094
	Iteration 95Q: 3 clusters Score -1.959785e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 179977 members 
Entering Unmasked Estep 
Score: -19597898.000000 Penalty: 3934.496094
	Iteration 96Q: 3 clusters Score -1.95979e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 180030 members 
Entering Unmasked Estep 
Score: -19597920.000000 Penalty: 3934.496094
	Iteration 97Q: 3 clusters Score -1.959792e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 180060 members 
Entering Unmasked Estep 
Score: -19597962.000000 Penalty: 3934.496094
	Iteration 98Q: 3 clusters Score -1.959796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 180085 members 
Entering Unmasked Estep 
Score: -19597970.000000 Penalty: 3934.496094
	Iteration 99Q: 3 clusters Score -1.959797e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 180105 members 
Entering Unmasked Estep 
Score: -19598000.000000 Penalty: 3934.496094
	Iteration 100F: 3 clusters Score -1.9598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 180114 members 
Entering Unmasked Estep 
Score: -19598018.000000 Penalty: 3934.496094
	Iteration 101Q: 3 clusters Score -1.959802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 180126 members 
Entering Unmasked Estep 
Score: -19598014.000000 Penalty: 3934.496094
	Iteration 102Q: 3 clusters Score -1.959801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -19598028.000000 Penalty: 3934.496094
	Iteration 103Q: 3 clusters Score -1.959803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 180141 members 
Entering Unmasked Estep 
Score: -19598040.000000 Penalty: 3934.496094
	Iteration 104Q: 3 clusters Score -1.959804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 180151 members 
Entering Unmasked Estep 
Score: -19598028.000000 Penalty: 3934.496094
	Iteration 105Q: 3 clusters Score -1.959803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 180157 members 
Entering Unmasked Estep 
Score: -19598034.000000 Penalty: 3934.496094
	Iteration 106Q: 3 clusters Score -1.959803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 180162 members 
Entering Unmasked Estep 
Score: -19598040.000000 Penalty: 3934.496094
	Iteration 107Q: 3 clusters Score -1.959804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 180165 members 
Entering Unmasked Estep 
Score: -19598038.000000 Penalty: 3934.496094
	Iteration 108Q: 3 clusters Score -1.959804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -19598046.000000 Penalty: 3934.496094
	Iteration 109Q: 3 clusters Score -1.959805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -19598046.000000 Penalty: 3934.496094
	Iteration 110F: 3 clusters Score -1.959805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Entering Unmasked Estep 
Score: -3560844.750000 Penalty: 1687.705933
	Iteration 0F: 2 clusters Score -3560845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3539077.250000 Penalty: 3375.411865
	Iteration 0F: 3 clusters Score -3539077 nChanged 14941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3547467.250000 Penalty: 3375.411865
	Iteration 1F: 3 clusters Score -3547467 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3547992.500000 Penalty: 3375.411865
	Iteration 2Q: 3 clusters Score -3547992 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3548544.250000 Penalty: 3375.411865
	Iteration 3Q: 3 clusters Score -3548544 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3549084.500000 Penalty: 3375.411865
	Iteration 4Q: 3 clusters Score -3549084 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3549701.750000 Penalty: 3375.411865
	Iteration 5Q: 3 clusters Score -3549702 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3550488.500000 Penalty: 3375.411865
	Iteration 6Q: 3 clusters Score -3550488 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3551511.000000 Penalty: 3375.411865
	Iteration 7F: 3 clusters Score -3551511 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3552814.250000 Penalty: 3375.411865
	Iteration 8F: 3 clusters Score -3552814 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3554319.250000 Penalty: 3375.411865
	Iteration 9F: 3 clusters Score -3554319 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3555874.000000 Penalty: 3375.411865
	Iteration 10F: 3 clusters Score -3555874 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3557213.000000 Penalty: 3375.411865
	Iteration 11Q: 3 clusters Score -3557213 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3558129.250000 Penalty: 3375.411865
	Iteration 12Q: 3 clusters Score -3558129 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3558612.250000 Penalty: 3375.411865
	Iteration 13Q: 3 clusters Score -3558612 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3558836.250000 Penalty: 3375.411865
	Iteration 14Q: 3 clusters Score -3558836 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3558966.000000 Penalty: 3375.411865
	Iteration 15Q: 3 clusters Score -3558966 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3559066.750000 Penalty: 3375.411865
	Iteration 16Q: 3 clusters Score -3559067 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3559122.750000 Penalty: 3375.411865
	Iteration 17Q: 3 clusters Score -3559123 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3559164.750000 Penalty: 3375.411865
	Iteration 18Q: 3 clusters Score -3559165 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3559200.250000 Penalty: 3375.411865
	Iteration 19Q: 3 clusters Score -3559200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3559223.500000 Penalty: 3375.411865
	Iteration 20F: 3 clusters Score -3559224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3559257.000000 Penalty: 3375.411865
	Iteration 21Q: 3 clusters Score -3559257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3559257.750000 Penalty: 3375.411865
	Iteration 22Q: 3 clusters Score -3559258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3559273.750000 Penalty: 3375.411865
	Iteration 23Q: 3 clusters Score -3559274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3559291.750000 Penalty: 3375.411865
	Iteration 24Q: 3 clusters Score -3559292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3559297.250000 Penalty: 3375.411865
	Iteration 25Q: 3 clusters Score -3559297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3559311.250000 Penalty: 3375.411865
	Iteration 26Q: 3 clusters Score -3559311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3559320.750000 Penalty: 3375.411865
	Iteration 27Q: 3 clusters Score -3559321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3559324.250000 Penalty: 3375.411865
	Iteration 28Q: 3 clusters Score -3559324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3559330.000000 Penalty: 3375.411865
	Iteration 29Q: 3 clusters Score -3559330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3559334.750000 Penalty: 3375.411865
	Iteration 30Q: 3 clusters Score -3559335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3559336.250000 Penalty: 3375.411865
	Iteration 31Q: 3 clusters Score -3559336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3559343.750000 Penalty: 3375.411865
	Iteration 32Q: 3 clusters Score -3559344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3559348.750000 Penalty: 3375.411865
	Iteration 33Q: 3 clusters Score -3559349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3559342.750000 Penalty: 3375.411865
	Iteration 34Q: 3 clusters Score -3559343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3559351.500000 Penalty: 3375.411865
	Iteration 35Q: 3 clusters Score -3559352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3559360.500000 Penalty: 3375.411865
	Iteration 36Q: 3 clusters Score -3559360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3559365.000000 Penalty: 3375.411865
	Iteration 37Q: 3 clusters Score -3559365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3559374.750000 Penalty: 3375.411865
	Iteration 38Q: 3 clusters Score -3559375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3559382.750000 Penalty: 3375.411865
	Iteration 39Q: 3 clusters Score -3559383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3559390.750000 Penalty: 3375.411865
	Iteration 40F: 3 clusters Score -3559391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3559404.000000 Penalty: 3375.411865
	Iteration 41Q: 3 clusters Score -3559404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3559413.250000 Penalty: 3375.411865
	Iteration 42Q: 3 clusters Score -3559413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3559419.750000 Penalty: 3375.411865
	Iteration 43Q: 3 clusters Score -3559420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3559440.000000 Penalty: 3375.411865
	Iteration 44Q: 3 clusters Score -3559440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3559447.500000 Penalty: 3375.411865
	Iteration 45Q: 3 clusters Score -3559448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3559467.000000 Penalty: 3375.411865
	Iteration 46Q: 3 clusters Score -3559467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3559491.750000 Penalty: 3375.411865
	Iteration 47Q: 3 clusters Score -3559492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3559514.500000 Penalty: 3375.411865
	Iteration 48Q: 3 clusters Score -3559514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3559528.750000 Penalty: 3375.411865
	Iteration 49Q: 3 clusters Score -3559529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3559532.500000 Penalty: 3375.411865
	Iteration 50Q: 3 clusters Score -3559532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3559529.250000 Penalty: 3375.411865
	Iteration 51Q: 3 clusters Score -3559529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3559534.250000 Penalty: 3375.411865
	Iteration 52Q: 3 clusters Score -3559534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3559539.000000 Penalty: 3375.411865
	Iteration 53Q: 3 clusters Score -3559539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3559543.250000 Penalty: 3375.411865
	Iteration 54Q: 3 clusters Score -3559543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3559546.250000 Penalty: 3375.411865
	Iteration 55Q: 3 clusters Score -3559546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3559545.000000 Penalty: 3375.411865
	Iteration 56Q: 3 clusters Score -3559545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3559551.250000 Penalty: 3375.411865
	Iteration 57Q: 3 clusters Score -3559551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3559552.000000 Penalty: 3375.411865
	Iteration 58Q: 3 clusters Score -3559552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3559552.000000 Penalty: 3375.411865
	Iteration 59Q: 3 clusters Score -3559552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3559556.000000 Penalty: 3375.411865
	Iteration 60F: 3 clusters Score -3559556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3559556.250000 Penalty: 3375.411865
	Iteration 61Q: 3 clusters Score -3559556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3559556.750000 Penalty: 3375.411865
	Iteration 62Q: 3 clusters Score -3559557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3559556.750000 Penalty: 3375.411865
	Iteration 63F: 3 clusters Score -3559557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -488550.656250 Penalty: 1364.191650
	Iteration 0F: 2 clusters Score -488550.7 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 2220 members 
Entering Unmasked Estep 
Score: -484862.468750 Penalty: 2728.383301
	Iteration 0F: 3 clusters Score -484862.5 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -485823.218750 Penalty: 2728.383301
	Iteration 1F: 3 clusters Score -485823.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -485960.500000 Penalty: 2728.383301
	Iteration 2F: 3 clusters Score -485960.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -486048.687500 Penalty: 2728.383301
	Iteration 3Q: 3 clusters Score -486048.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -486105.156250 Penalty: 2728.383301
	Iteration 4Q: 3 clusters Score -486105.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -486145.250000 Penalty: 2728.383301
	Iteration 5Q: 3 clusters Score -486145.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -486174.593750 Penalty: 2728.383301
	Iteration 6Q: 3 clusters Score -486174.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -486194.375000 Penalty: 2728.383301
	Iteration 7Q: 3 clusters Score -486194.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -486209.406250 Penalty: 2728.383301
	Iteration 8Q: 3 clusters Score -486209.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -486222.781250 Penalty: 2728.383301
	Iteration 9Q: 3 clusters Score -486222.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -486236.593750 Penalty: 2728.383301
	Iteration 10Q: 3 clusters Score -486236.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -486249.187500 Penalty: 2728.383301
	Iteration 11Q: 3 clusters Score -486249.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -486263.656250 Penalty: 2728.383301
	Iteration 12Q: 3 clusters Score -486263.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -486278.437500 Penalty: 2728.383301
	Iteration 13Q: 3 clusters Score -486278.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -486297.593750 Penalty: 2728.383301
	Iteration 14Q: 3 clusters Score -486297.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -486317.312500 Penalty: 2728.383301
	Iteration 15Q: 3 clusters Score -486317.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -486342.687500 Penalty: 2728.383301
	Iteration 16Q: 3 clusters Score -486342.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -486359.625000 Penalty: 2728.383301
	Iteration 17Q: 3 clusters Score -486359.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -486375.625000 Penalty: 2728.383301
	Iteration 18Q: 3 clusters Score -486375.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -486398.343750 Penalty: 2728.383301
	Iteration 19Q: 3 clusters Score -486398.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -486421.687500 Penalty: 2728.383301
	Iteration 20F: 3 clusters Score -486421.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -486441.718750 Penalty: 2728.383301
	Iteration 21Q: 3 clusters Score -486441.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -486463.156250 Penalty: 2728.383301
	Iteration 22Q: 3 clusters Score -486463.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -486491.968750 Penalty: 2728.383301
	Iteration 23Q: 3 clusters Score -486492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -486535.250000 Penalty: 2728.383301
	Iteration 24Q: 3 clusters Score -486535.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -486578.593750 Penalty: 2728.383301
	Iteration 25Q: 3 clusters Score -486578.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -486621.375000 Penalty: 2728.383301
	Iteration 26Q: 3 clusters Score -486621.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -486678.281250 Penalty: 2728.383301
	Iteration 27Q: 3 clusters Score -486678.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -486752.843750 Penalty: 2728.383301
	Iteration 28Q: 3 clusters Score -486752.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -486826.093750 Penalty: 2728.383301
	Iteration 29Q: 3 clusters Score -486826.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -486906.125000 Penalty: 2728.383301
	Iteration 30Q: 3 clusters Score -486906.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -486979.281250 Penalty: 2728.383301
	Iteration 31Q: 3 clusters Score -486979.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -487044.750000 Penalty: 2728.383301
	Iteration 32Q: 3 clusters Score -487044.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -487112.750000 Penalty: 2728.383301
	Iteration 33Q: 3 clusters Score -487112.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -487186.562500 Penalty: 2728.383301
	Iteration 34Q: 3 clusters Score -487186.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -487238.875000 Penalty: 2728.383301
	Iteration 35Q: 3 clusters Score -487238.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -487269.312500 Penalty: 2728.383301
	Iteration 36Q: 3 clusters Score -487269.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -487288.000000 Penalty: 2728.383301
	Iteration 37Q: 3 clusters Score -487288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -487310.593750 Penalty: 2728.383301
	Iteration 38Q: 3 clusters Score -487310.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -487322.156250 Penalty: 2728.383301
	Iteration 39Q: 3 clusters Score -487322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -487327.875000 Penalty: 2728.383301
	Iteration 40F: 3 clusters Score -487327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -487334.031250 Penalty: 2728.383301
	Iteration 41Q: 3 clusters Score -487334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -487340.031250 Penalty: 2728.383301
	Iteration 42Q: 3 clusters Score -487340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -487348.906250 Penalty: 2728.383301
	Iteration 43Q: 3 clusters Score -487348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -487350.781250 Penalty: 2728.383301
	Iteration 44Q: 3 clusters Score -487350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -487352.062500 Penalty: 2728.383301
	Iteration 45Q: 3 clusters Score -487352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -487352.062500 Penalty: 2728.383301
	Iteration 46F: 3 clusters Score -487352.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Entering Unmasked Estep 
Score: -4874450.500000 Penalty: 1738.805420
	Iteration 0F: 2 clusters Score -4874450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4844721.000000 Penalty: 3477.610840
	Iteration 0F: 3 clusters Score -4844721 nChanged 20789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -4856486.500000 Penalty: 3477.610840
	Iteration 1F: 3 clusters Score -4856486 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4857020.500000 Penalty: 3477.610840
	Iteration 2Q: 3 clusters Score -4857020 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -4857675.500000 Penalty: 3477.610840
	Iteration 3Q: 3 clusters Score -4857676 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -4858505.000000 Penalty: 3477.610840
	Iteration 4Q: 3 clusters Score -4858505 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4859645.500000 Penalty: 3477.610840
	Iteration 5F: 3 clusters Score -4859646 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -4861291.000000 Penalty: 3477.610840
	Iteration 6F: 3 clusters Score -4861291 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4863421.000000 Penalty: 3477.610840
	Iteration 7F: 3 clusters Score -4863421 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4865775.500000 Penalty: 3477.610840
	Iteration 8F: 3 clusters Score -4865776 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4867675.000000 Penalty: 3477.610840
	Iteration 9F: 3 clusters Score -4867675 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4868759.500000 Penalty: 3477.610840
	Iteration 10Q: 3 clusters Score -4868760 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -4869389.500000 Penalty: 3477.610840
	Iteration 11Q: 3 clusters Score -4869390 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -4869832.000000 Penalty: 3477.610840
	Iteration 12Q: 3 clusters Score -4869832 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -4870183.500000 Penalty: 3477.610840
	Iteration 13Q: 3 clusters Score -4870184 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -4870490.000000 Penalty: 3477.610840
	Iteration 14Q: 3 clusters Score -4870490 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -4870748.500000 Penalty: 3477.610840
	Iteration 15Q: 3 clusters Score -4870748 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -4871045.000000 Penalty: 3477.610840
	Iteration 16Q: 3 clusters Score -4871045 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -4871258.500000 Penalty: 3477.610840
	Iteration 17Q: 3 clusters Score -4871258 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -4871433.000000 Penalty: 3477.610840
	Iteration 18Q: 3 clusters Score -4871433 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -4871615.500000 Penalty: 3477.610840
	Iteration 19Q: 3 clusters Score -4871616 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -4871806.000000 Penalty: 3477.610840
	Iteration 20F: 3 clusters Score -4871806 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -4871971.000000 Penalty: 3477.610840
	Iteration 21Q: 3 clusters Score -4871971 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -4872136.000000 Penalty: 3477.610840
	Iteration 22Q: 3 clusters Score -4872136 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -4872284.500000 Penalty: 3477.610840
	Iteration 23Q: 3 clusters Score -4872284 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -4872410.500000 Penalty: 3477.610840
	Iteration 24Q: 3 clusters Score -4872410 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -4872501.000000 Penalty: 3477.610840
	Iteration 25Q: 3 clusters Score -4872501 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -4872579.500000 Penalty: 3477.610840
	Iteration 26Q: 3 clusters Score -4872580 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -4872633.000000 Penalty: 3477.610840
	Iteration 27Q: 3 clusters Score -4872633 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -4872693.500000 Penalty: 3477.610840
	Iteration 28Q: 3 clusters Score -4872694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -4872744.000000 Penalty: 3477.610840
	Iteration 29Q: 3 clusters Score -4872744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -4872779.000000 Penalty: 3477.610840
	Iteration 30Q: 3 clusters Score -4872779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -4872824.000000 Penalty: 3477.610840
	Iteration 31Q: 3 clusters Score -4872824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -4872849.500000 Penalty: 3477.610840
	Iteration 32Q: 3 clusters Score -4872850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -4872852.500000 Penalty: 3477.610840
	Iteration 33Q: 3 clusters Score -4872852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -4872858.500000 Penalty: 3477.610840
	Iteration 34Q: 3 clusters Score -4872858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -4872880.000000 Penalty: 3477.610840
	Iteration 35Q: 3 clusters Score -4872880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -4872887.000000 Penalty: 3477.610840
	Iteration 36Q: 3 clusters Score -4872887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -4872883.000000 Penalty: 3477.610840
	Iteration 37Q: 3 clusters Score -4872883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -4872891.000000 Penalty: 3477.610840
	Iteration 38Q: 3 clusters Score -4872891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -4872902.500000 Penalty: 3477.610840
	Iteration 39Q: 3 clusters Score -4872902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -4872908.000000 Penalty: 3477.610840
	Iteration 40F: 3 clusters Score -4872908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -4872907.000000 Penalty: 3477.610840
	Iteration 41Q: 3 clusters Score -4872907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -4872911.500000 Penalty: 3477.610840
	Iteration 42Q: 3 clusters Score -4872912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -4872924.500000 Penalty: 3477.610840
	Iteration 43Q: 3 clusters Score -4872924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -4872924.500000 Penalty: 3477.610840
	Iteration 44Q: 3 clusters Score -4872924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4872927.500000 Penalty: 3477.610840
	Iteration 45Q: 3 clusters Score -4872928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -4872927.000000 Penalty: 3477.610840
	Iteration 46Q: 3 clusters Score -4872927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -4872930.000000 Penalty: 3477.610840
	Iteration 47Q: 3 clusters Score -4872930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -4872933.000000 Penalty: 3477.610840
	Iteration 48Q: 3 clusters Score -4872933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -4872936.500000 Penalty: 3477.610840
	Iteration 49Q: 3 clusters Score -4872936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4872944.000000 Penalty: 3477.610840
	Iteration 50Q: 3 clusters Score -4872944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -4872939.000000 Penalty: 3477.610840
	Iteration 51Q: 3 clusters Score -4872939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -4872940.500000 Penalty: 3477.610840
	Iteration 52Q: 3 clusters Score -4872940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -4872940.000000 Penalty: 3477.610840
	Iteration 53Q: 3 clusters Score -4872940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -4872942.000000 Penalty: 3477.610840
	Iteration 54Q: 3 clusters Score -4872942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -4872942.500000 Penalty: 3477.610840
	Iteration 55Q: 3 clusters Score -4872942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -4872941.500000 Penalty: 3477.610840
	Iteration 56Q: 3 clusters Score -4872942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -4872943.000000 Penalty: 3477.610840
	Iteration 57Q: 3 clusters Score -4872943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -4872945.000000 Penalty: 3477.610840
	Iteration 58Q: 3 clusters Score -4872945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -4872943.500000 Penalty: 3477.610840
	Iteration 59Q: 3 clusters Score -4872944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -4872948.000000 Penalty: 3477.610840
	Iteration 60F: 3 clusters Score -4872948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -4872950.500000 Penalty: 3477.610840
	Iteration 61Q: 3 clusters Score -4872950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -4872942.500000 Penalty: 3477.610840
	Iteration 62Q: 3 clusters Score -4872942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -4872945.500000 Penalty: 3477.610840
	Iteration 63Q: 3 clusters Score -4872946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -4872948.000000 Penalty: 3477.610840
	Iteration 64Q: 3 clusters Score -4872948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -4872950.000000 Penalty: 3477.610840
	Iteration 65Q: 3 clusters Score -4872950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -4872954.500000 Penalty: 3477.610840
	Iteration 66Q: 3 clusters Score -4872954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -4872957.000000 Penalty: 3477.610840
	Iteration 67Q: 3 clusters Score -4872957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -4872962.500000 Penalty: 3477.610840
	Iteration 68Q: 3 clusters Score -4872962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -4872960.500000 Penalty: 3477.610840
	Iteration 69Q: 3 clusters Score -4872960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -4872964.500000 Penalty: 3477.610840
	Iteration 70Q: 3 clusters Score -4872964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -4872965.500000 Penalty: 3477.610840
	Iteration 71Q: 3 clusters Score -4872966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -4872966.500000 Penalty: 3477.610840
	Iteration 72Q: 3 clusters Score -4872966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -4872967.000000 Penalty: 3477.610840
	Iteration 73Q: 3 clusters Score -4872967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -4872975.500000 Penalty: 3477.610840
	Iteration 74Q: 3 clusters Score -4872976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -4872977.000000 Penalty: 3477.610840
	Iteration 75Q: 3 clusters Score -4872977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -4872976.500000 Penalty: 3477.610840
	Iteration 76Q: 3 clusters Score -4872976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -4872971.500000 Penalty: 3477.610840
	Iteration 77Q: 3 clusters Score -4872972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -4872969.000000 Penalty: 3477.610840
	Iteration 78Q: 3 clusters Score -4872969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -4872975.000000 Penalty: 3477.610840
	Iteration 79Q: 3 clusters Score -4872975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -4872974.000000 Penalty: 3477.610840
	Iteration 80F: 3 clusters Score -4872974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -4872972.500000 Penalty: 3477.610840
	Iteration 81Q: 3 clusters Score -4872972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -4872972.500000 Penalty: 3477.610840
	Iteration 82F: 3 clusters Score -4872972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48620 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175631 members 
Mstep: Class 11 contains 100196 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66758 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42388 members 
Mstep: Class 19 contains 175394 members 
Mstep: Class 20 contains 180980 members 
Mstep: Class 21 contains 32399 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843944.000000 Penalty: 33373.367188
Iteration 439Q: 16 clusters Score -9.384394e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48616 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175640 members 
Mstep: Class 11 contains 100174 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66769 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42390 members 
Mstep: Class 19 contains 175393 members 
Mstep: Class 20 contains 180977 members 
Mstep: Class 21 contains 32401 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844024.000000 Penalty: 33373.367188
Iteration 440F: 16 clusters Score -9.384402e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 6 contains 48619 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175654 members 
Mstep: Class 11 contains 100148 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66776 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42391 members 
Mstep: Class 19 contains 175389 members 
Mstep: Class 20 contains 180976 members 
Mstep: Class 21 contains 32401 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843992.000000 Penalty: 33373.367188
Iteration 441Q: 16 clusters Score -9.384399e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 6 contains 48618 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 175663 members 
Mstep: Class 11 contains 100123 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66782 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42393 members 
Mstep: Class 19 contains 175386 members 
Mstep: Class 20 contains 180979 members 
Mstep: Class 21 contains 32403 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844040.000000 Penalty: 33373.367188
Iteration 442Q: 16 clusters Score -9.384404e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 6 contains 48618 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 175656 members 
Mstep: Class 11 contains 100101 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66788 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42396 members 
Mstep: Class 19 contains 175388 members 
Mstep: Class 20 contains 180987 members 
Mstep: Class 21 contains 32406 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844032.000000 Penalty: 33373.367188
Iteration 443Q: 16 clusters Score -9.384403e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 6 contains 48616 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175655 members 
Mstep: Class 11 contains 100086 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66796 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42397 members 
Mstep: Class 19 contains 175392 members 
Mstep: Class 20 contains 180986 members 
Mstep: Class 21 contains 32407 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 44404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843992.000000 Penalty: 33373.367188
Iteration 444Q: 16 clusters Score -9.384399e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48613 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175653 members 
Mstep: Class 11 contains 100073 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66805 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42399 members 
Mstep: Class 19 contains 175397 members 
Mstep: Class 20 contains 180985 members 
Mstep: Class 21 contains 32409 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 44405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843984.000000 Penalty: 33373.367188
Iteration 445Q: 16 clusters Score -9.384398e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48612 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175658 members 
Mstep: Class 11 contains 100051 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66815 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42399 members 
Mstep: Class 19 contains 175394 members 
Mstep: Class 20 contains 180987 members 
Mstep: Class 21 contains 32412 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 44412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843944.000000 Penalty: 33373.367188
Iteration 446Q: 16 clusters Score -9.384394e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48611 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175668 members 
Mstep: Class 11 contains 100016 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66819 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42400 members 
Mstep: Class 19 contains 175393 members 
Mstep: Class 20 contains 181002 members 
Mstep: Class 21 contains 32415 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843928.000000 Penalty: 33373.367188
Iteration 447Q: 16 clusters Score -9.384393e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48608 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175673 members 
Mstep: Class 11 contains 99983 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66823 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 19 contains 175399 members 
Mstep: Class 20 contains 181010 members 
Mstep: Class 21 contains 32418 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843904.000000 Penalty: 33373.367188
Iteration 448Q: 16 clusters Score -9.38439e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48607 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175688 members 
Mstep: Class 11 contains 99950 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66830 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42402 members 
Mstep: Class 19 contains 175403 members 
Mstep: Class 20 contains 181014 members 
Mstep: Class 21 contains 32420 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843872.000000 Penalty: 33373.367188
Iteration 449Q: 16 clusters Score -9.384387e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48604 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175697 members 
Mstep: Class 11 contains 99922 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66833 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42403 members 
Mstep: Class 19 contains 175406 members 
Mstep: Class 20 contains 181021 members 
Mstep: Class 21 contains 32422 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843856.000000 Penalty: 33373.367188
Iteration 450Q: 16 clusters Score -9.384386e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48598 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175706 members 
Mstep: Class 11 contains 99886 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66836 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42404 members 
Mstep: Class 19 contains 175412 members 
Mstep: Class 20 contains 181033 members 
Mstep: Class 21 contains 32426 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843896.000000 Penalty: 33373.367188
Iteration 451Q: 16 clusters Score -9.38439e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48596 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175715 members 
Mstep: Class 11 contains 99841 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66842 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42406 members 
Mstep: Class 19 contains 175416 members 
Mstep: Class 20 contains 181047 members 
Mstep: Class 21 contains 32432 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843920.000000 Penalty: 33373.367188
Iteration 452Q: 16 clusters Score -9.384392e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48592 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175715 members 
Mstep: Class 11 contains 99799 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66852 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42406 members 
Mstep: Class 19 contains 175416 members 
Mstep: Class 20 contains 181075 members 
Mstep: Class 21 contains 32435 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44448 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 453Q: 16 clusters Score -9.384396e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48597 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175722 members 
Mstep: Class 11 contains 99754 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66861 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42407 members 
Mstep: Class 19 contains 175422 members 
Mstep: Class 20 contains 181082 members 
Mstep: Class 21 contains 32443 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93844016.000000 Penalty: 33373.367188
Iteration 454Q: 16 clusters Score -9.384402e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48599 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175730 members 
Mstep: Class 11 contains 99712 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66866 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 19 contains 175429 members 
Mstep: Class 20 contains 181092 members 
Mstep: Class 21 contains 32447 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843952.000000 Penalty: 33373.367188
Iteration 455Q: 16 clusters Score -9.384395e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48603 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175745 members 
Mstep: Class 11 contains 99673 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66875 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 19 contains 175431 members 
Mstep: Class 20 contains 181093 members 
Mstep: Class 21 contains 32451 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44459 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 456Q: 16 clusters Score -9.384399e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48603 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175744 members 
Mstep: Class 11 contains 99632 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66882 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 19 contains 175450 members 
Mstep: Class 20 contains 181108 members 
Mstep: Class 21 contains 32450 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843936.000000 Penalty: 33373.367188
Iteration 457Q: 16 clusters Score -9.384394e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48603 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175756 members 
Mstep: Class 11 contains 99598 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66883 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 19 contains 175454 members 
Mstep: Class 20 contains 181122 members 
Mstep: Class 21 contains 32450 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44464 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 458Q: 16 clusters Score -9.384391e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48604 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175757 members 
Mstep: Class 11 contains 99562 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66885 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 19 contains 175462 members 
Mstep: Class 20 contains 181145 members 
Mstep: Class 21 contains 32449 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 44467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843840.000000 Penalty: 33373.367188
Iteration 459Q: 16 clusters Score -9.384384e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48603 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175770 members 
Mstep: Class 11 contains 99521 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66889 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 19 contains 175472 members 
Mstep: Class 20 contains 181155 members 
Mstep: Class 21 contains 32449 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 44473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843912.000000 Penalty: 33373.367188
Iteration 460F: 16 clusters Score -9.384391e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48599 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175782 members 
Mstep: Class 11 contains 99481 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66894 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 19 contains 175482 members 
Mstep: Class 20 contains 181163 members 
Mstep: Class 21 contains 32451 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843888.000000 Penalty: 33373.367188
Iteration 461Q: 16 clusters Score -9.384389e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48594 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175789 members 
Mstep: Class 11 contains 99443 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66899 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 19 contains 175493 members 
Mstep: Class 20 contains 181172 members 
Mstep: Class 21 contains 32451 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 44488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843888.000000 Penalty: 33373.367188
Iteration 462Q: 16 clusters Score -9.384389e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48591 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175801 members 
Mstep: Class 11 contains 99408 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66902 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 19 contains 175501 members 
Mstep: Class 20 contains 181182 members 
Mstep: Class 21 contains 32449 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 44495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843888.000000 Penalty: 33373.367188
Iteration 463Q: 16 clusters Score -9.384389e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48585 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175807 members 
Mstep: Class 11 contains 99384 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66908 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 42410 members 
Mstep: Class 19 contains 175512 members 
Mstep: Class 20 contains 181184 members 
Mstep: Class 21 contains 32450 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 44501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843776.000000 Penalty: 33373.367188
Iteration 464Q: 16 clusters Score -9.384378e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48581 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175828 members 
Mstep: Class 11 contains 99344 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66912 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42411 members 
Mstep: Class 19 contains 175522 members 
Mstep: Class 20 contains 181187 members 
Mstep: Class 21 contains 32448 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 44511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843712.000000 Penalty: 33373.367188
Iteration 465Q: 16 clusters Score -9.384371e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48581 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175846 members 
Mstep: Class 11 contains 99300 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66922 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42411 members 
Mstep: Class 19 contains 175528 members 
Mstep: Class 20 contains 181200 members 
Mstep: Class 21 contains 32447 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 44509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843728.000000 Penalty: 33373.367188
Iteration 466Q: 16 clusters Score -9.384373e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48579 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175866 members 
Mstep: Class 11 contains 99257 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66928 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 19 contains 175537 members 
Mstep: Class 20 contains 181202 members 
Mstep: Class 21 contains 32452 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843712.000000 Penalty: 33373.367188
Iteration 467Q: 16 clusters Score -9.384371e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48578 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 175886 members 
Mstep: Class 11 contains 99206 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66934 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42407 members 
Mstep: Class 19 contains 175543 members 
Mstep: Class 20 contains 181211 members 
Mstep: Class 21 contains 32456 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 468Q: 16 clusters Score -9.384374e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48581 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 175907 members 
Mstep: Class 11 contains 99137 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66939 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42405 members 
Mstep: Class 19 contains 175553 members 
Mstep: Class 20 contains 181233 members 
Mstep: Class 21 contains 32461 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 44516 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 469Q: 16 clusters Score -9.384382e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48583 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 175926 members 
Mstep: Class 11 contains 99093 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66950 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42404 members 
Mstep: Class 19 contains 175560 members 
Mstep: Class 20 contains 181238 members 
Mstep: Class 21 contains 32465 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 44518 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 470Q: 16 clusters Score -9.384372e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48579 members 
Mstep: Class 7 contains 4717 members 
Mstep: Class 8 contains 175949 members 
Mstep: Class 11 contains 99053 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66952 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42404 members 
Mstep: Class 19 contains 175574 members 
Mstep: Class 20 contains 181236 members 
Mstep: Class 21 contains 32470 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 44521 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 471Q: 16 clusters Score -9.384375e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48577 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175957 members 
Mstep: Class 11 contains 99017 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66959 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42406 members 
Mstep: Class 19 contains 175579 members 
Mstep: Class 20 contains 181246 members 
Mstep: Class 21 contains 32474 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 44525 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 472Q: 16 clusters Score -9.384381e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48580 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175970 members 
Mstep: Class 11 contains 98968 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66964 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 42406 members 
Mstep: Class 19 contains 175595 members 
Mstep: Class 20 contains 181256 members 
Mstep: Class 21 contains 32475 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 44532 members 
Entering Unmasked Estep 
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Iteration 473Q: 16 clusters Score -9.384391e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48579 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 175985 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66966 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42407 members 
Mstep: Class 19 contains 175604 members 
Mstep: Class 20 contains 181264 members 
Mstep: Class 21 contains 32481 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 44541 members 
Entering Unmasked Estep 
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Iteration 474Q: 16 clusters Score -9.384387e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48574 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 175994 members 
Mstep: Class 11 contains 98899 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66973 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 19 contains 175602 members 
Mstep: Class 20 contains 181279 members 
Mstep: Class 21 contains 32481 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 44543 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 475Q: 16 clusters Score -9.384385e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48575 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 11 contains 98867 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66972 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 42408 members 
Mstep: Class 19 contains 175598 members 
Mstep: Class 20 contains 181291 members 
Mstep: Class 21 contains 32483 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 44544 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 476Q: 16 clusters Score -9.384381e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48576 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 176027 members 
Mstep: Class 11 contains 98840 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66968 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 19 contains 175592 members 
Mstep: Class 20 contains 181311 members 
Mstep: Class 21 contains 32484 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 44546 members 
Entering Unmasked Estep 
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Iteration 477Q: 16 clusters Score -9.384382e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48574 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 176028 members 
Mstep: Class 11 contains 98817 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66975 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 42410 members 
Mstep: Class 19 contains 175590 members 
Mstep: Class 20 contains 181326 members 
Mstep: Class 21 contains 32487 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 44547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843848.000000 Penalty: 33373.367188
Iteration 478Q: 16 clusters Score -9.384385e+07 nChanged 96
Entering ConstructFrom: 
Score: -93843848.000000 Penalty: 33373.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -359346.718750 Penalty: 1327.517212
	Iteration 0F: 2 clusters Score -359346.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -356370.125000 Penalty: 2655.034424
	Iteration 0F: 3 clusters Score -356370.1 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -357228.031250 Penalty: 2655.034424
	Iteration 1F: 3 clusters Score -357228 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -357488.656250 Penalty: 2655.034424
	Iteration 2F: 3 clusters Score -357488.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -357763.781250 Penalty: 2655.034424
	Iteration 3F: 3 clusters Score -357763.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -358013.562500 Penalty: 2655.034424
	Iteration 4F: 3 clusters Score -358013.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -358269.062500 Penalty: 2655.034424
	Iteration 5F: 3 clusters Score -358269.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -358478.093750 Penalty: 2655.034424
	Iteration 6F: 3 clusters Score -358478.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -358625.437500 Penalty: 2655.034424
	Iteration 7F: 3 clusters Score -358625.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -358710.281250 Penalty: 2655.034424
	Iteration 8Q: 3 clusters Score -358710.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -358774.406250 Penalty: 2655.034424
	Iteration 9Q: 3 clusters Score -358774.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -358822.093750 Penalty: 2655.034424
	Iteration 10Q: 3 clusters Score -358822.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -358845.625000 Penalty: 2655.034424
	Iteration 11Q: 3 clusters Score -358845.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -358862.937500 Penalty: 2655.034424
	Iteration 12Q: 3 clusters Score -358862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -358872.281250 Penalty: 2655.034424
	Iteration 13Q: 3 clusters Score -358872.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -358879.531250 Penalty: 2655.034424
	Iteration 14Q: 3 clusters Score -358879.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -358887.375000 Penalty: 2655.034424
	Iteration 15Q: 3 clusters Score -358887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -358899.781250 Penalty: 2655.034424
	Iteration 16Q: 3 clusters Score -358899.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -358918.156250 Penalty: 2655.034424
	Iteration 17Q: 3 clusters Score -358918.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -358940.531250 Penalty: 2655.034424
	Iteration 18Q: 3 clusters Score -358940.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -358962.906250 Penalty: 2655.034424
	Iteration 19Q: 3 clusters Score -358962.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -358973.687500 Penalty: 2655.034424
	Iteration 20F: 3 clusters Score -358973.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -358986.125000 Penalty: 2655.034424
	Iteration 21Q: 3 clusters Score -358986.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -358996.406250 Penalty: 2655.034424
	Iteration 22Q: 3 clusters Score -358996.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -358999.781250 Penalty: 2655.034424
	Iteration 23Q: 3 clusters Score -358999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -359000.406250 Penalty: 2655.034424
	Iteration 24Q: 3 clusters Score -359000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -359000.218750 Penalty: 2655.034424
	Iteration 25Q: 3 clusters Score -359000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -359000.218750 Penalty: 2655.034424
	Iteration 26F: 3 clusters Score -359000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -91744.460938 Penalty: 1116.383667
	Iteration 0F: 2 clusters Score -91744.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -90421.734375 Penalty: 2232.767334
	Iteration 0F: 3 clusters Score -90421.73 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90815.554688 Penalty: 2232.767334
	Iteration 1F: 3 clusters Score -90815.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -90936.453125 Penalty: 2232.767334
	Iteration 2F: 3 clusters Score -90936.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -91012.523438 Penalty: 2232.767334
	Iteration 3F: 3 clusters Score -91012.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -91084.117188 Penalty: 2232.767334
	Iteration 4Q: 3 clusters Score -91084.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -91199.390625 Penalty: 2232.767334
	Iteration 5F: 3 clusters Score -91199.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -91295.289062 Penalty: 2232.767334
	Iteration 6F: 3 clusters Score -91295.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -91373.906250 Penalty: 2232.767334
	Iteration 7Q: 3 clusters Score -91373.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -91421.062500 Penalty: 2232.767334
	Iteration 8Q: 3 clusters Score -91421.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -91442.906250 Penalty: 2232.767334
	Iteration 9Q: 3 clusters Score -91442.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -91450.578125 Penalty: 2232.767334
	Iteration 10Q: 3 clusters Score -91450.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -91451.671875 Penalty: 2232.767334
	Iteration 11Q: 3 clusters Score -91451.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -91454.093750 Penalty: 2232.767334
	Iteration 12Q: 3 clusters Score -91454.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -91455.382812 Penalty: 2232.767334
	Iteration 13Q: 3 clusters Score -91455.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -91455.617188 Penalty: 2232.767334
	Iteration 14Q: 3 clusters Score -91455.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -91455.617188 Penalty: 2232.767334
	Iteration 15F: 3 clusters Score -91455.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Entering Unmasked Estep 
Score: -5107496.500000 Penalty: 1753.512085
	Iteration 0F: 2 clusters Score -5107496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -5074998.000000 Penalty: 3507.024170
	Iteration 0F: 3 clusters Score -5074998 nChanged 22613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5088133.500000 Penalty: 3507.024170
	Iteration 1F: 3 clusters Score -5088134 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -5088653.500000 Penalty: 3507.024170
	Iteration 2Q: 3 clusters Score -5088654 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -5089224.500000 Penalty: 3507.024170
	Iteration 3Q: 3 clusters Score -5089224 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -5089979.500000 Penalty: 3507.024170
	Iteration 4Q: 3 clusters Score -5089980 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -5090950.000000 Penalty: 3507.024170
	Iteration 5Q: 3 clusters Score -5090950 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5092263.500000 Penalty: 3507.024170
	Iteration 6F: 3 clusters Score -5092264 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -5094038.000000 Penalty: 3507.024170
	Iteration 7F: 3 clusters Score -5094038 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -5096162.000000 Penalty: 3507.024170
	Iteration 8F: 3 clusters Score -5096162 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -5098126.500000 Penalty: 3507.024170
	Iteration 9F: 3 clusters Score -5098126 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -5099536.000000 Penalty: 3507.024170
	Iteration 10Q: 3 clusters Score -5099536 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -5100518.500000 Penalty: 3507.024170
	Iteration 11Q: 3 clusters Score -5100518 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5101132.000000 Penalty: 3507.024170
	Iteration 12Q: 3 clusters Score -5101132 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -5101628.500000 Penalty: 3507.024170
	Iteration 13Q: 3 clusters Score -5101628 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -5102009.000000 Penalty: 3507.024170
	Iteration 14Q: 3 clusters Score -5102009 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5102346.500000 Penalty: 3507.024170
	Iteration 15Q: 3 clusters Score -5102346 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5102724.000000 Penalty: 3507.024170
	Iteration 16Q: 3 clusters Score -5102724 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5103075.000000 Penalty: 3507.024170
	Iteration 17Q: 3 clusters Score -5103075 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -5103350.500000 Penalty: 3507.024170
	Iteration 18Q: 3 clusters Score -5103350 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -5103615.500000 Penalty: 3507.024170
	Iteration 19Q: 3 clusters Score -5103616 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5103891.000000 Penalty: 3507.024170
	Iteration 20F: 3 clusters Score -5103891 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5104182.500000 Penalty: 3507.024170
	Iteration 21Q: 3 clusters Score -5104182 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -5104442.000000 Penalty: 3507.024170
	Iteration 22Q: 3 clusters Score -5104442 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -5104686.500000 Penalty: 3507.024170
	Iteration 23Q: 3 clusters Score -5104686 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5104925.000000 Penalty: 3507.024170
	Iteration 24Q: 3 clusters Score -5104925 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -5105116.000000 Penalty: 3507.024170
	Iteration 25Q: 3 clusters Score -5105116 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -5105292.000000 Penalty: 3507.024170
	Iteration 26Q: 3 clusters Score -5105292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -5105436.500000 Penalty: 3507.024170
	Iteration 27Q: 3 clusters Score -5105436 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -5105560.500000 Penalty: 3507.024170
	Iteration 28Q: 3 clusters Score -5105560 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -5105688.500000 Penalty: 3507.024170
	Iteration 29Q: 3 clusters Score -5105688 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -5105777.000000 Penalty: 3507.024170
	Iteration 30Q: 3 clusters Score -5105777 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -5105865.000000 Penalty: 3507.024170
	Iteration 31Q: 3 clusters Score -5105865 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -5105919.000000 Penalty: 3507.024170
	Iteration 32Q: 3 clusters Score -5105919 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -5105969.000000 Penalty: 3507.024170
	Iteration 33Q: 3 clusters Score -5105969 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5106004.000000 Penalty: 3507.024170
	Iteration 34Q: 3 clusters Score -5106004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -5106037.500000 Penalty: 3507.024170
	Iteration 35Q: 3 clusters Score -5106038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -5106065.000000 Penalty: 3507.024170
	Iteration 36Q: 3 clusters Score -5106065 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -5106073.500000 Penalty: 3507.024170
	Iteration 37Q: 3 clusters Score -5106074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -5106069.000000 Penalty: 3507.024170
	Iteration 38Q: 3 clusters Score -5106069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -5106077.000000 Penalty: 3507.024170
	Iteration 39Q: 3 clusters Score -5106077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -5106085.500000 Penalty: 3507.024170
	Iteration 40F: 3 clusters Score -5106086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -5106099.500000 Penalty: 3507.024170
	Iteration 41Q: 3 clusters Score -5106100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -5106109.500000 Penalty: 3507.024170
	Iteration 42Q: 3 clusters Score -5106110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -5106115.500000 Penalty: 3507.024170
	Iteration 43Q: 3 clusters Score -5106116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -5106119.500000 Penalty: 3507.024170
	Iteration 44Q: 3 clusters Score -5106120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -5106117.000000 Penalty: 3507.024170
	Iteration 45Q: 3 clusters Score -5106117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -5106127.000000 Penalty: 3507.024170
	Iteration 46Q: 3 clusters Score -5106127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -5106128.500000 Penalty: 3507.024170
	Iteration 47Q: 3 clusters Score -5106128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -5106130.000000 Penalty: 3507.024170
	Iteration 48Q: 3 clusters Score -5106130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -5106139.000000 Penalty: 3507.024170
	Iteration 49Q: 3 clusters Score -5106139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -5106138.500000 Penalty: 3507.024170
	Iteration 50Q: 3 clusters Score -5106138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -5106143.500000 Penalty: 3507.024170
	Iteration 51Q: 3 clusters Score -5106144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -5106141.500000 Penalty: 3507.024170
	Iteration 52Q: 3 clusters Score -5106142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -5106144.500000 Penalty: 3507.024170
	Iteration 53Q: 3 clusters Score -5106144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -5106144.000000 Penalty: 3507.024170
	Iteration 54Q: 3 clusters Score -5106144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -5106147.500000 Penalty: 3507.024170
	Iteration 55Q: 3 clusters Score -5106148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -5106148.000000 Penalty: 3507.024170
	Iteration 56Q: 3 clusters Score -5106148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -5106148.500000 Penalty: 3507.024170
	Iteration 57Q: 3 clusters Score -5106148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -5106149.000000 Penalty: 3507.024170
	Iteration 58Q: 3 clusters Score -5106149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -5106150.500000 Penalty: 3507.024170
	Iteration 59Q: 3 clusters Score -5106150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -5106146.000000 Penalty: 3507.024170
	Iteration 60F: 3 clusters Score -5106146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -5106148.000000 Penalty: 3507.024170
	Iteration 61Q: 3 clusters Score -5106148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -5106156.000000 Penalty: 3507.024170
	Iteration 62Q: 3 clusters Score -5106156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -5106159.000000 Penalty: 3507.024170
	Iteration 63Q: 3 clusters Score -5106159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -5106164.500000 Penalty: 3507.024170
	Iteration 64Q: 3 clusters Score -5106164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -5106165.000000 Penalty: 3507.024170
	Iteration 65Q: 3 clusters Score -5106165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -5106166.000000 Penalty: 3507.024170
	Iteration 66Q: 3 clusters Score -5106166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5106165.500000 Penalty: 3507.024170
	Iteration 67Q: 3 clusters Score -5106166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5106165.500000 Penalty: 3507.024170
	Iteration 68F: 3 clusters Score -5106166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Entering Unmasked Estep 
Score: -502056.531250 Penalty: 1374.506836
	Iteration 0F: 2 clusters Score -502056.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -498307.750000 Penalty: 2749.013672
	Iteration 0F: 3 clusters Score -498307.8 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -499376.656250 Penalty: 2749.013672
	Iteration 1F: 3 clusters Score -499376.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -499593.500000 Penalty: 2749.013672
	Iteration 2F: 3 clusters Score -499593.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -499748.937500 Penalty: 2749.013672
	Iteration 3F: 3 clusters Score -499748.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -499873.093750 Penalty: 2749.013672
	Iteration 4Q: 3 clusters Score -499873.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -499971.218750 Penalty: 2749.013672
	Iteration 5Q: 3 clusters Score -499971.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -500060.687500 Penalty: 2749.013672
	Iteration 6Q: 3 clusters Score -500060.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -500137.187500 Penalty: 2749.013672
	Iteration 7Q: 3 clusters Score -500137.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -500221.468750 Penalty: 2749.013672
	Iteration 8Q: 3 clusters Score -500221.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -500292.531250 Penalty: 2749.013672
	Iteration 9Q: 3 clusters Score -500292.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -500356.531250 Penalty: 2749.013672
	Iteration 10Q: 3 clusters Score -500356.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -500423.312500 Penalty: 2749.013672
	Iteration 11Q: 3 clusters Score -500423.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -500476.562500 Penalty: 2749.013672
	Iteration 12Q: 3 clusters Score -500476.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -500533.250000 Penalty: 2749.013672
	Iteration 13Q: 3 clusters Score -500533.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -500604.187500 Penalty: 2749.013672
	Iteration 14Q: 3 clusters Score -500604.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -500674.687500 Penalty: 2749.013672
	Iteration 15Q: 3 clusters Score -500674.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -500730.000000 Penalty: 2749.013672
	Iteration 16Q: 3 clusters Score -500730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -500771.875000 Penalty: 2749.013672
	Iteration 17Q: 3 clusters Score -500771.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -500804.750000 Penalty: 2749.013672
	Iteration 18Q: 3 clusters Score -500804.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -500830.250000 Penalty: 2749.013672
	Iteration 19Q: 3 clusters Score -500830.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -500853.593750 Penalty: 2749.013672
	Iteration 20F: 3 clusters Score -500853.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -500879.625000 Penalty: 2749.013672
	Iteration 21Q: 3 clusters Score -500879.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -500896.687500 Penalty: 2749.013672
	Iteration 22Q: 3 clusters Score -500896.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -500907.531250 Penalty: 2749.013672
	Iteration 23Q: 3 clusters Score -500907.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -500914.281250 Penalty: 2749.013672
	Iteration 24Q: 3 clusters Score -500914.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -500920.718750 Penalty: 2749.013672
	Iteration 25Q: 3 clusters Score -500920.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -500929.750000 Penalty: 2749.013672
	Iteration 26Q: 3 clusters Score -500929.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -500936.812500 Penalty: 2749.013672
	Iteration 27Q: 3 clusters Score -500936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -500939.656250 Penalty: 2749.013672
	Iteration 28Q: 3 clusters Score -500939.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -500943.125000 Penalty: 2749.013672
	Iteration 29Q: 3 clusters Score -500943.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -500944.375000 Penalty: 2749.013672
	Iteration 30Q: 3 clusters Score -500944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -500946.625000 Penalty: 2749.013672
	Iteration 31Q: 3 clusters Score -500946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -500946.812500 Penalty: 2749.013672
	Iteration 32Q: 3 clusters Score -500946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -500948.000000 Penalty: 2749.013672
	Iteration 33Q: 3 clusters Score -500948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -500949.000000 Penalty: 2749.013672
	Iteration 34Q: 3 clusters Score -500949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -500949.000000 Penalty: 2749.013672
	Iteration 35Q: 3 clusters Score -500949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -500949.718750 Penalty: 2749.013672
	Iteration 36Q: 3 clusters Score -500949.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -500951.437500 Penalty: 2749.013672
	Iteration 37Q: 3 clusters Score -500951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -500951.937500 Penalty: 2749.013672
	Iteration 38Q: 3 clusters Score -500951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -500951.781250 Penalty: 2749.013672
	Iteration 39Q: 3 clusters Score -500951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -500952.125000 Penalty: 2749.013672
	Iteration 40F: 3 clusters Score -500952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -500952.406250 Penalty: 2749.013672
	Iteration 41Q: 3 clusters Score -500952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -500952.468750 Penalty: 2749.013672
	Iteration 42Q: 3 clusters Score -500952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -500956.312500 Penalty: 2749.013672
	Iteration 43Q: 3 clusters Score -500956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -500957.500000 Penalty: 2749.013672
	Iteration 44Q: 3 clusters Score -500957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -500957.812500 Penalty: 2749.013672
	Iteration 45Q: 3 clusters Score -500957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -500958.406250 Penalty: 2749.013672
	Iteration 46Q: 3 clusters Score -500958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -500959.031250 Penalty: 2749.013672
	Iteration 47Q: 3 clusters Score -500959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -500960.125000 Penalty: 2749.013672
	Iteration 48Q: 3 clusters Score -500960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -500963.843750 Penalty: 2749.013672
	Iteration 49Q: 3 clusters Score -500963.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -500967.875000 Penalty: 2749.013672
	Iteration 50Q: 3 clusters Score -500967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -500967.843750 Penalty: 2749.013672
	Iteration 51Q: 3 clusters Score -500967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -500970.468750 Penalty: 2749.013672
	Iteration 52Q: 3 clusters Score -500970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -500969.750000 Penalty: 2749.013672
	Iteration 53Q: 3 clusters Score -500969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -500970.531250 Penalty: 2749.013672
	Iteration 54Q: 3 clusters Score -500970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -500971.875000 Penalty: 2749.013672
	Iteration 55Q: 3 clusters Score -500971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -500971.875000 Penalty: 2749.013672
	Iteration 56F: 3 clusters Score -500971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176042 members 
Entering Unmasked Estep 
Score: -19090146.000000 Penalty: 1962.752686
	Iteration 0F: 2 clusters Score -1.909015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -18974726.000000 Penalty: 3925.505371
	Iteration 0F: 3 clusters Score -1.897473e+07 nChanged 85082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -19024960.000000 Penalty: 3925.505371
	Iteration 1F: 3 clusters Score -1.902496e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -19025830.000000 Penalty: 3925.505371
	Iteration 2Q: 3 clusters Score -1.902583e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -19026874.000000 Penalty: 3925.505371
	Iteration 3Q: 3 clusters Score -1.902687e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -19028628.000000 Penalty: 3925.505371
	Iteration 4Q: 3 clusters Score -1.902863e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -19031352.000000 Penalty: 3925.505371
	Iteration 5Q: 3 clusters Score -1.903135e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -19036022.000000 Penalty: 3925.505371
	Iteration 6F: 3 clusters Score -1.903602e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -19043538.000000 Penalty: 3925.505371
	Iteration 7F: 3 clusters Score -1.904354e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 135191 members 
Entering Unmasked Estep 
Score: -19053564.000000 Penalty: 3925.505371
	Iteration 8F: 3 clusters Score -1.905356e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 146983 members 
Entering Unmasked Estep 
Score: -19064344.000000 Penalty: 3925.505371
	Iteration 9F: 3 clusters Score -1.906434e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 156138 members 
Entering Unmasked Estep 
Score: -19072690.000000 Penalty: 3925.505371
	Iteration 10F: 3 clusters Score -1.907269e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 162453 members 
Entering Unmasked Estep 
Score: -19078318.000000 Penalty: 3925.505371
	Iteration 11Q: 3 clusters Score -1.907832e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 166565 members 
Entering Unmasked Estep 
Score: -19082566.000000 Penalty: 3925.505371
	Iteration 12Q: 3 clusters Score -1.908257e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -19085038.000000 Penalty: 3925.505371
	Iteration 13Q: 3 clusters Score -1.908504e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -19086364.000000 Penalty: 3925.505371
	Iteration 14Q: 3 clusters Score -1.908636e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 173518 members 
Entering Unmasked Estep 
Score: -19087342.000000 Penalty: 3925.505371
	Iteration 15Q: 3 clusters Score -1.908734e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -19087864.000000 Penalty: 3925.505371
	Iteration 16Q: 3 clusters Score -1.908786e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -19088144.000000 Penalty: 3925.505371
	Iteration 17Q: 3 clusters Score -1.908814e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 175244 members 
Entering Unmasked Estep 
Score: -19088282.000000 Penalty: 3925.505371
	Iteration 18Q: 3 clusters Score -1.908828e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 175390 members 
Entering Unmasked Estep 
Score: -19088330.000000 Penalty: 3925.505371
	Iteration 19Q: 3 clusters Score -1.908833e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 175470 members 
Entering Unmasked Estep 
Score: -19088394.000000 Penalty: 3925.505371
	Iteration 20F: 3 clusters Score -1.908839e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 175521 members 
Entering Unmasked Estep 
Score: -19088444.000000 Penalty: 3925.505371
	Iteration 21Q: 3 clusters Score -1.908844e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175556 members 
Entering Unmasked Estep 
Score: -19088462.000000 Penalty: 3925.505371
	Iteration 22Q: 3 clusters Score -1.908846e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 175584 members 
Entering Unmasked Estep 
Score: -19088470.000000 Penalty: 3925.505371
	Iteration 23Q: 3 clusters Score -1.908847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 175588 members 
Entering Unmasked Estep 
Score: -19088502.000000 Penalty: 3925.505371
	Iteration 24Q: 3 clusters Score -1.90885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 175604 members 
Entering Unmasked Estep 
Score: -19088522.000000 Penalty: 3925.505371
	Iteration 25Q: 3 clusters Score -1.908852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 175618 members 
Entering Unmasked Estep 
Score: -19088534.000000 Penalty: 3925.505371
	Iteration 26Q: 3 clusters Score -1.908853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -19088534.000000 Penalty: 3925.505371
	Iteration 27Q: 3 clusters Score -1.908853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 175629 members 
Entering Unmasked Estep 
Score: -19088538.000000 Penalty: 3925.505371
	Iteration 28Q: 3 clusters Score -1.908854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 175635 members 
Entering Unmasked Estep 
Score: -19088516.000000 Penalty: 3925.505371
	Iteration 29Q: 3 clusters Score -1.908852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 175641 members 
Entering Unmasked Estep 
Score: -19088532.000000 Penalty: 3925.505371
	Iteration 30Q: 3 clusters Score -1.908853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -19088526.000000 Penalty: 3925.505371
	Iteration 31Q: 3 clusters Score -1.908853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -19088526.000000 Penalty: 3925.505371
	Iteration 32F: 3 clusters Score -1.908853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (98789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Entering Unmasked Estep 
Score: -10735563.000000 Penalty: 1868.870605
	Iteration 0F: 2 clusters Score -1.073556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -10669338.000000 Penalty: 3737.741211
	Iteration 0F: 3 clusters Score -1.066934e+07 nChanged 47307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -10697449.000000 Penalty: 3737.741211
	Iteration 1F: 3 clusters Score -1.069745e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -10698459.000000 Penalty: 3737.741211
	Iteration 2Q: 3 clusters Score -1.069846e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -10700002.000000 Penalty: 3737.741211
	Iteration 3Q: 3 clusters Score -1.07e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -10702457.000000 Penalty: 3737.741211
	Iteration 4F: 3 clusters Score -1.070246e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -10706803.000000 Penalty: 3737.741211
	Iteration 5F: 3 clusters Score -1.07068e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -10713542.000000 Penalty: 3737.741211
	Iteration 6F: 3 clusters Score -1.071354e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -10722118.000000 Penalty: 3737.741211
	Iteration 7F: 3 clusters Score -1.072212e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -10727962.000000 Penalty: 3737.741211
	Iteration 8F: 3 clusters Score -1.072796e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -10729696.000000 Penalty: 3737.741211
	Iteration 9Q: 3 clusters Score -1.07297e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -10730234.000000 Penalty: 3737.741211
	Iteration 10Q: 3 clusters Score -1.073023e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -10730610.000000 Penalty: 3737.741211
	Iteration 11Q: 3 clusters Score -1.073061e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -10730846.000000 Penalty: 3737.741211
	Iteration 12Q: 3 clusters Score -1.073085e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -10731077.000000 Penalty: 3737.741211
	Iteration 13Q: 3 clusters Score -1.073108e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79756 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -10731229.000000 Penalty: 3737.741211
	Iteration 14Q: 3 clusters Score -1.073123e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -10731397.000000 Penalty: 3737.741211
	Iteration 15Q: 3 clusters Score -1.07314e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -10731600.000000 Penalty: 3737.741211
	Iteration 16Q: 3 clusters Score -1.07316e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -10731690.000000 Penalty: 3737.741211
	Iteration 17Q: 3 clusters Score -1.073169e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -10731791.000000 Penalty: 3737.741211
	Iteration 18Q: 3 clusters Score -1.073179e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -10731913.000000 Penalty: 3737.741211
	Iteration 19Q: 3 clusters Score -1.073191e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -10732037.000000 Penalty: 3737.741211
	Iteration 20F: 3 clusters Score -1.073204e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -10732167.000000 Penalty: 3737.741211
	Iteration 21Q: 3 clusters Score -1.073217e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -10732253.000000 Penalty: 3737.741211
	Iteration 22Q: 3 clusters Score -1.073225e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85279 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -10732395.000000 Penalty: 3737.741211
	Iteration 23Q: 3 clusters Score -1.07324e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -10732477.000000 Penalty: 3737.741211
	Iteration 24Q: 3 clusters Score -1.073248e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -10732608.000000 Penalty: 3737.741211
	Iteration 25Q: 3 clusters Score -1.073261e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -10732685.000000 Penalty: 3737.741211
	Iteration 26Q: 3 clusters Score -1.073268e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -10732737.000000 Penalty: 3737.741211
	Iteration 27Q: 3 clusters Score -1.073274e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -10732758.000000 Penalty: 3737.741211
	Iteration 28Q: 3 clusters Score -1.073276e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -10732784.000000 Penalty: 3737.741211
	Iteration 29Q: 3 clusters Score -1.073278e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87842 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -10732831.000000 Penalty: 3737.741211
	Iteration 30Q: 3 clusters Score -1.073283e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -10732885.000000 Penalty: 3737.741211
	Iteration 31Q: 3 clusters Score -1.073288e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -10732928.000000 Penalty: 3737.741211
	Iteration 32Q: 3 clusters Score -1.073293e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -10732971.000000 Penalty: 3737.741211
	Iteration 33Q: 3 clusters Score -1.073297e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -10732996.000000 Penalty: 3737.741211
	Iteration 34Q: 3 clusters Score -1.0733e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -10733024.000000 Penalty: 3737.741211
	Iteration 35Q: 3 clusters Score -1.073302e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -10733018.000000 Penalty: 3737.741211
	Iteration 36Q: 3 clusters Score -1.073302e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -10733009.000000 Penalty: 3737.741211
	Iteration 37Q: 3 clusters Score -1.073301e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -10733044.000000 Penalty: 3737.741211
	Iteration 38Q: 3 clusters Score -1.073304e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -10733067.000000 Penalty: 3737.741211
	Iteration 39Q: 3 clusters Score -1.073307e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -10733098.000000 Penalty: 3737.741211
	Iteration 40F: 3 clusters Score -1.07331e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -10733138.000000 Penalty: 3737.741211
	Iteration 41Q: 3 clusters Score -1.073314e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -10733174.000000 Penalty: 3737.741211
	Iteration 42Q: 3 clusters Score -1.073317e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -10733192.000000 Penalty: 3737.741211
	Iteration 43Q: 3 clusters Score -1.073319e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -10733246.000000 Penalty: 3737.741211
	Iteration 44Q: 3 clusters Score -1.073325e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -10733286.000000 Penalty: 3737.741211
	Iteration 45Q: 3 clusters Score -1.073329e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -10733310.000000 Penalty: 3737.741211
	Iteration 46Q: 3 clusters Score -1.073331e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91279 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -10733345.000000 Penalty: 3737.741211
	Iteration 47Q: 3 clusters Score -1.073334e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -10733335.000000 Penalty: 3737.741211
	Iteration 48Q: 3 clusters Score -1.073334e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -10733357.000000 Penalty: 3737.741211
	Iteration 49Q: 3 clusters Score -1.073336e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -10733366.000000 Penalty: 3737.741211
	Iteration 50Q: 3 clusters Score -1.073337e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -10733368.000000 Penalty: 3737.741211
	Iteration 51Q: 3 clusters Score -1.073337e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -10733377.000000 Penalty: 3737.741211
	Iteration 52Q: 3 clusters Score -1.073338e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92040 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -10733383.000000 Penalty: 3737.741211
	Iteration 53Q: 3 clusters Score -1.073338e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -10733417.000000 Penalty: 3737.741211
	Iteration 54Q: 3 clusters Score -1.073342e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -10733441.000000 Penalty: 3737.741211
	Iteration 55Q: 3 clusters Score -1.073344e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -10733475.000000 Penalty: 3737.741211
	Iteration 56Q: 3 clusters Score -1.073348e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -10733489.000000 Penalty: 3737.741211
	Iteration 57Q: 3 clusters Score -1.073349e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -10733489.000000 Penalty: 3737.741211
	Iteration 58Q: 3 clusters Score -1.073349e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -10733509.000000 Penalty: 3737.741211
	Iteration 59Q: 3 clusters Score -1.073351e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -10733545.000000 Penalty: 3737.741211
	Iteration 60F: 3 clusters Score -1.073354e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -10733550.000000 Penalty: 3737.741211
	Iteration 61Q: 3 clusters Score -1.073355e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -10733554.000000 Penalty: 3737.741211
	Iteration 62Q: 3 clusters Score -1.073355e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -10733546.000000 Penalty: 3737.741211
	Iteration 63Q: 3 clusters Score -1.073355e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93170 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -10733570.000000 Penalty: 3737.741211
	Iteration 64Q: 3 clusters Score -1.073357e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -10733593.000000 Penalty: 3737.741211
	Iteration 65Q: 3 clusters Score -1.073359e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -10733619.000000 Penalty: 3737.741211
	Iteration 66Q: 3 clusters Score -1.073362e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -10733632.000000 Penalty: 3737.741211
	Iteration 67Q: 3 clusters Score -1.073363e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -10733641.000000 Penalty: 3737.741211
	Iteration 68Q: 3 clusters Score -1.073364e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -10733651.000000 Penalty: 3737.741211
	Iteration 69Q: 3 clusters Score -1.073365e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -10733658.000000 Penalty: 3737.741211
	Iteration 70Q: 3 clusters Score -1.073366e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -10733697.000000 Penalty: 3737.741211
	Iteration 71Q: 3 clusters Score -1.07337e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -10733690.000000 Penalty: 3737.741211
	Iteration 72Q: 3 clusters Score -1.073369e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -10733690.000000 Penalty: 3737.741211
	Iteration 73Q: 3 clusters Score -1.073369e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -10733690.000000 Penalty: 3737.741211
	Iteration 74Q: 3 clusters Score -1.073369e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -10733696.000000 Penalty: 3737.741211
	Iteration 75Q: 3 clusters Score -1.07337e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -10733711.000000 Penalty: 3737.741211
	Iteration 76Q: 3 clusters Score -1.073371e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -10733730.000000 Penalty: 3737.741211
	Iteration 77Q: 3 clusters Score -1.073373e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -10733729.000000 Penalty: 3737.741211
	Iteration 78Q: 3 clusters Score -1.073373e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -10733736.000000 Penalty: 3737.741211
	Iteration 79Q: 3 clusters Score -1.073374e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -10733764.000000 Penalty: 3737.741211
	Iteration 80F: 3 clusters Score -1.073376e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -10733790.000000 Penalty: 3737.741211
	Iteration 81Q: 3 clusters Score -1.073379e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -10733802.000000 Penalty: 3737.741211
	Iteration 82Q: 3 clusters Score -1.07338e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94606 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -10733789.000000 Penalty: 3737.741211
	Iteration 83Q: 3 clusters Score -1.073379e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -10733779.000000 Penalty: 3737.741211
	Iteration 84Q: 3 clusters Score -1.073378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -10733781.000000 Penalty: 3737.741211
	Iteration 85Q: 3 clusters Score -1.073378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -10733793.000000 Penalty: 3737.741211
	Iteration 86Q: 3 clusters Score -1.073379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -10733804.000000 Penalty: 3737.741211
	Iteration 87Q: 3 clusters Score -1.07338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -10733803.000000 Penalty: 3737.741211
	Iteration 88Q: 3 clusters Score -1.07338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -10733816.000000 Penalty: 3737.741211
	Iteration 89Q: 3 clusters Score -1.073382e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -10733811.000000 Penalty: 3737.741211
	Iteration 90Q: 3 clusters Score -1.073381e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -10733813.000000 Penalty: 3737.741211
	Iteration 91Q: 3 clusters Score -1.073381e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -10733814.000000 Penalty: 3737.741211
	Iteration 92Q: 3 clusters Score -1.073381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -10733807.000000 Penalty: 3737.741211
	Iteration 93Q: 3 clusters Score -1.073381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -10733829.000000 Penalty: 3737.741211
	Iteration 94Q: 3 clusters Score -1.073383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -10733839.000000 Penalty: 3737.741211
	Iteration 95Q: 3 clusters Score -1.073384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -10733826.000000 Penalty: 3737.741211
	Iteration 96Q: 3 clusters Score -1.073383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -10733824.000000 Penalty: 3737.741211
	Iteration 97Q: 3 clusters Score -1.073382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -10733847.000000 Penalty: 3737.741211
	Iteration 98Q: 3 clusters Score -1.073385e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -10733860.000000 Penalty: 3737.741211
	Iteration 99Q: 3 clusters Score -1.073386e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -10733859.000000 Penalty: 3737.741211
	Iteration 100F: 3 clusters Score -1.073386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -10733871.000000 Penalty: 3737.741211
	Iteration 101Q: 3 clusters Score -1.073387e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -10733877.000000 Penalty: 3737.741211
	Iteration 102Q: 3 clusters Score -1.073388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10733879.000000 Penalty: 3737.741211
	Iteration 103Q: 3 clusters Score -1.073388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -10733886.000000 Penalty: 3737.741211
	Iteration 104Q: 3 clusters Score -1.073389e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -10733886.000000 Penalty: 3737.741211
	Iteration 105Q: 3 clusters Score -1.073389e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -10733877.000000 Penalty: 3737.741211
	Iteration 106Q: 3 clusters Score -1.073388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95490 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -10733877.000000 Penalty: 3737.741211
	Iteration 107Q: 3 clusters Score -1.073388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -10733898.000000 Penalty: 3737.741211
	Iteration 108Q: 3 clusters Score -1.07339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -10733895.000000 Penalty: 3737.741211
	Iteration 109Q: 3 clusters Score -1.07339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -10733887.000000 Penalty: 3737.741211
	Iteration 110Q: 3 clusters Score -1.073389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10733911.000000 Penalty: 3737.741211
	Iteration 111Q: 3 clusters Score -1.073391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -10733910.000000 Penalty: 3737.741211
	Iteration 112Q: 3 clusters Score -1.073391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10733916.000000 Penalty: 3737.741211
	Iteration 113Q: 3 clusters Score -1.073392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -10733918.000000 Penalty: 3737.741211
	Iteration 114Q: 3 clusters Score -1.073392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -10733930.000000 Penalty: 3737.741211
	Iteration 115Q: 3 clusters Score -1.073393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -10733945.000000 Penalty: 3737.741211
	Iteration 116Q: 3 clusters Score -1.073394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -10733953.000000 Penalty: 3737.741211
	Iteration 117Q: 3 clusters Score -1.073395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -10733950.000000 Penalty: 3737.741211
	Iteration 118Q: 3 clusters Score -1.073395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -10733954.000000 Penalty: 3737.741211
	Iteration 119Q: 3 clusters Score -1.073395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -10733974.000000 Penalty: 3737.741211
	Iteration 120F: 3 clusters Score -1.073397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -10733967.000000 Penalty: 3737.741211
	Iteration 121Q: 3 clusters Score -1.073397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -10733957.000000 Penalty: 3737.741211
	Iteration 122Q: 3 clusters Score -1.073396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -10733969.000000 Penalty: 3737.741211
	Iteration 123Q: 3 clusters Score -1.073397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -10733975.000000 Penalty: 3737.741211
	Iteration 124Q: 3 clusters Score -1.073398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -10733983.000000 Penalty: 3737.741211
	Iteration 125Q: 3 clusters Score -1.073398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -10733992.000000 Penalty: 3737.741211
	Iteration 126Q: 3 clusters Score -1.073399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -10733989.000000 Penalty: 3737.741211
	Iteration 127Q: 3 clusters Score -1.073399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -10733991.000000 Penalty: 3737.741211
	Iteration 128Q: 3 clusters Score -1.073399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -10733996.000000 Penalty: 3737.741211
	Iteration 129Q: 3 clusters Score -1.0734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -10733993.000000 Penalty: 3737.741211
	Iteration 130Q: 3 clusters Score -1.073399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -10733997.000000 Penalty: 3737.741211
	Iteration 131Q: 3 clusters Score -1.0734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95862 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -10733990.000000 Penalty: 3737.741211
	Iteration 132Q: 3 clusters Score -1.073399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95878 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -10734007.000000 Penalty: 3737.741211
	Iteration 133Q: 3 clusters Score -1.073401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -10734004.000000 Penalty: 3737.741211
	Iteration 134Q: 3 clusters Score -1.0734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -10734000.000000 Penalty: 3737.741211
	Iteration 135Q: 3 clusters Score -1.0734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10734001.000000 Penalty: 3737.741211
	Iteration 136Q: 3 clusters Score -1.0734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -10733997.000000 Penalty: 3737.741211
	Iteration 137Q: 3 clusters Score -1.0734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95930 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -10734002.000000 Penalty: 3737.741211
	Iteration 138Q: 3 clusters Score -1.0734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10734000.000000 Penalty: 3737.741211
	Iteration 139Q: 3 clusters Score -1.0734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -10733998.000000 Penalty: 3737.741211
	Iteration 140F: 3 clusters Score -1.0734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95962 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -10734007.000000 Penalty: 3737.741211
	Iteration 141Q: 3 clusters Score -1.073401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -10734002.000000 Penalty: 3737.741211
	Iteration 142Q: 3 clusters Score -1.0734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -10734011.000000 Penalty: 3737.741211
	Iteration 143Q: 3 clusters Score -1.073401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -10734000.000000 Penalty: 3737.741211
	Iteration 144Q: 3 clusters Score -1.0734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10734009.000000 Penalty: 3737.741211
	Iteration 145Q: 3 clusters Score -1.073401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -10734011.000000 Penalty: 3737.741211
	Iteration 146Q: 3 clusters Score -1.073401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -10734013.000000 Penalty: 3737.741211
	Iteration 147Q: 3 clusters Score -1.073401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -10734020.000000 Penalty: 3737.741211
	Iteration 148Q: 3 clusters Score -1.073402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10734002.000000 Penalty: 3737.741211
	Iteration 149Q: 3 clusters Score -1.0734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -10734007.000000 Penalty: 3737.741211
	Iteration 150Q: 3 clusters Score -1.073401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -10734009.000000 Penalty: 3737.741211
	Iteration 151Q: 3 clusters Score -1.073401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -10734012.000000 Penalty: 3737.741211
	Iteration 152Q: 3 clusters Score -1.073401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -10734011.000000 Penalty: 3737.741211
	Iteration 153Q: 3 clusters Score -1.073401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96107 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -10734006.000000 Penalty: 3737.741211
	Iteration 154Q: 3 clusters Score -1.073401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -10734014.000000 Penalty: 3737.741211
	Iteration 155Q: 3 clusters Score -1.073401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -10734004.000000 Penalty: 3737.741211
	Iteration 156Q: 3 clusters Score -1.0734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -10733999.000000 Penalty: 3737.741211
	Iteration 157Q: 3 clusters Score -1.0734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10734004.000000 Penalty: 3737.741211
	Iteration 158Q: 3 clusters Score -1.0734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -10733999.000000 Penalty: 3737.741211
	Iteration 159Q: 3 clusters Score -1.0734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -10734000.000000 Penalty: 3737.741211
	Iteration 160F: 3 clusters Score -1.0734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -10734008.000000 Penalty: 3737.741211
	Iteration 161Q: 3 clusters Score -1.073401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10734019.000000 Penalty: 3737.741211
	Iteration 162Q: 3 clusters Score -1.073402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -10734027.000000 Penalty: 3737.741211
	Iteration 163Q: 3 clusters Score -1.073403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -10734017.000000 Penalty: 3737.741211
	Iteration 164Q: 3 clusters Score -1.073402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10734030.000000 Penalty: 3737.741211
	Iteration 165Q: 3 clusters Score -1.073403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -10734023.000000 Penalty: 3737.741211
	Iteration 166Q: 3 clusters Score -1.073402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -10734031.000000 Penalty: 3737.741211
	Iteration 167Q: 3 clusters Score -1.073403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10734035.000000 Penalty: 3737.741211
	Iteration 168Q: 3 clusters Score -1.073404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10734036.000000 Penalty: 3737.741211
	Iteration 169Q: 3 clusters Score -1.073404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -10734048.000000 Penalty: 3737.741211
	Iteration 170Q: 3 clusters Score -1.073405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -10734046.000000 Penalty: 3737.741211
	Iteration 171Q: 3 clusters Score -1.073405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10734045.000000 Penalty: 3737.741211
	Iteration 172Q: 3 clusters Score -1.073404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10734053.000000 Penalty: 3737.741211
	Iteration 173Q: 3 clusters Score -1.073405e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -10734065.000000 Penalty: 3737.741211
	Iteration 174Q: 3 clusters Score -1.073406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -10734033.000000 Penalty: 3737.741211
	Iteration 175Q: 3 clusters Score -1.073403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -10734048.000000 Penalty: 3737.741211
	Iteration 176Q: 3 clusters Score -1.073405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10734055.000000 Penalty: 3737.741211
	Iteration 177Q: 3 clusters Score -1.073406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -10734070.000000 Penalty: 3737.741211
	Iteration 178Q: 3 clusters Score -1.073407e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -10734070.000000 Penalty: 3737.741211
	Iteration 179Q: 3 clusters Score -1.073407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -10734073.000000 Penalty: 3737.741211
	Iteration 180F: 3 clusters Score -1.073407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10734085.000000 Penalty: 3737.741211
	Iteration 181Q: 3 clusters Score -1.073408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10734094.000000 Penalty: 3737.741211
	Iteration 182Q: 3 clusters Score -1.073409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10734091.000000 Penalty: 3737.741211
	Iteration 183Q: 3 clusters Score -1.073409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10734091.000000 Penalty: 3737.741211
	Iteration 184Q: 3 clusters Score -1.073409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -10734100.000000 Penalty: 3737.741211
	Iteration 185Q: 3 clusters Score -1.07341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -10734094.000000 Penalty: 3737.741211
	Iteration 186Q: 3 clusters Score -1.073409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -10734089.000000 Penalty: 3737.741211
	Iteration 187Q: 3 clusters Score -1.073409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10734093.000000 Penalty: 3737.741211
	Iteration 188Q: 3 clusters Score -1.073409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10734092.000000 Penalty: 3737.741211
	Iteration 189Q: 3 clusters Score -1.073409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10734091.000000 Penalty: 3737.741211
	Iteration 190Q: 3 clusters Score -1.073409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10734089.000000 Penalty: 3737.741211
	Iteration 191Q: 3 clusters Score -1.073409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10734093.000000 Penalty: 3737.741211
	Iteration 192Q: 3 clusters Score -1.073409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96737 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -10734092.000000 Penalty: 3737.741211
	Iteration 193Q: 3 clusters Score -1.073409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10734094.000000 Penalty: 3737.741211
	Iteration 194Q: 3 clusters Score -1.073409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10734094.000000 Penalty: 3737.741211
	Iteration 195F: 3 clusters Score -1.073409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -91560.039062 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -91560.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90208.812500 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -90208.81 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90470.695312 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -90470.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90542.406250 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -90542.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90578.125000 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -90578.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90605.265625 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -90605.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90614.765625 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -90614.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90621.773438 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -90621.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90624.976562 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -90624.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90632.453125 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -90632.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90642.187500 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -90642.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90647.765625 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -90647.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90652.593750 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -90652.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90659.859375 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -90659.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90671.476562 Penalty: 2211.139160
	Iteration 13Q: 3 clusters Score -90671.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90681.164062 Penalty: 2211.139160
	Iteration 14Q: 3 clusters Score -90681.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90682.601562 Penalty: 2211.139160
	Iteration 15Q: 3 clusters Score -90682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90685.367188 Penalty: 2211.139160
	Iteration 16Q: 3 clusters Score -90685.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -90688.296875 Penalty: 2211.139160
	Iteration 17Q: 3 clusters Score -90688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -90693.226562 Penalty: 2211.139160
	Iteration 18Q: 3 clusters Score -90693.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90699.015625 Penalty: 2211.139160
	Iteration 19Q: 3 clusters Score -90699.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90704.195312 Penalty: 2211.139160
	Iteration 20F: 3 clusters Score -90704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90707.984375 Penalty: 2211.139160
	Iteration 21Q: 3 clusters Score -90707.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -90715.695312 Penalty: 2211.139160
	Iteration 22Q: 3 clusters Score -90715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90719.671875 Penalty: 2211.139160
	Iteration 23Q: 3 clusters Score -90719.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90721.695312 Penalty: 2211.139160
	Iteration 24Q: 3 clusters Score -90721.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90724.718750 Penalty: 2211.139160
	Iteration 25Q: 3 clusters Score -90724.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90726.210938 Penalty: 2211.139160
	Iteration 26Q: 3 clusters Score -90726.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90727.312500 Penalty: 2211.139160
	Iteration 27Q: 3 clusters Score -90727.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90727.312500 Penalty: 2211.139160
	Iteration 28F: 3 clusters Score -90727.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Entering Unmasked Estep 
Score: -7325276.000000 Penalty: 1805.724243
	Iteration 0F: 2 clusters Score -7325276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -7280608.500000 Penalty: 3611.448486
	Iteration 0F: 3 clusters Score -7280608 nChanged 31619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -7299864.500000 Penalty: 3611.448486
	Iteration 1F: 3 clusters Score -7299864 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -7301447.500000 Penalty: 3611.448486
	Iteration 2F: 3 clusters Score -7301448 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -7303759.000000 Penalty: 3611.448486
	Iteration 3F: 3 clusters Score -7303759 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -7306989.500000 Penalty: 3611.448486
	Iteration 4F: 3 clusters Score -7306990 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -7311104.000000 Penalty: 3611.448486
	Iteration 5F: 3 clusters Score -7311104 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -7315315.000000 Penalty: 3611.448486
	Iteration 6F: 3 clusters Score -7315315 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -7318850.500000 Penalty: 3611.448486
	Iteration 7Q: 3 clusters Score -7318850 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -7320936.000000 Penalty: 3611.448486
	Iteration 8Q: 3 clusters Score -7320936 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7321930.500000 Penalty: 3611.448486
	Iteration 9Q: 3 clusters Score -7321930 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -7322454.000000 Penalty: 3611.448486
	Iteration 10Q: 3 clusters Score -7322454 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7322720.500000 Penalty: 3611.448486
	Iteration 11Q: 3 clusters Score -7322720 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7322916.500000 Penalty: 3611.448486
	Iteration 12Q: 3 clusters Score -7322916 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7323028.000000 Penalty: 3611.448486
	Iteration 13Q: 3 clusters Score -7323028 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -7323180.500000 Penalty: 3611.448486
	Iteration 14Q: 3 clusters Score -7323180 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7323295.000000 Penalty: 3611.448486
	Iteration 15Q: 3 clusters Score -7323295 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7323419.500000 Penalty: 3611.448486
	Iteration 16Q: 3 clusters Score -7323420 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7323477.000000 Penalty: 3611.448486
	Iteration 17Q: 3 clusters Score -7323477 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7323542.000000 Penalty: 3611.448486
	Iteration 18Q: 3 clusters Score -7323542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7323596.500000 Penalty: 3611.448486
	Iteration 19Q: 3 clusters Score -7323596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7323617.500000 Penalty: 3611.448486
	Iteration 20F: 3 clusters Score -7323618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7323634.500000 Penalty: 3611.448486
	Iteration 21Q: 3 clusters Score -7323634 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7323667.000000 Penalty: 3611.448486
	Iteration 22Q: 3 clusters Score -7323667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7323676.500000 Penalty: 3611.448486
	Iteration 23Q: 3 clusters Score -7323676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7323701.000000 Penalty: 3611.448486
	Iteration 24Q: 3 clusters Score -7323701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7323714.000000 Penalty: 3611.448486
	Iteration 25Q: 3 clusters Score -7323714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7323724.000000 Penalty: 3611.448486
	Iteration 26Q: 3 clusters Score -7323724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7323733.500000 Penalty: 3611.448486
	Iteration 27Q: 3 clusters Score -7323734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7323749.000000 Penalty: 3611.448486
	Iteration 28Q: 3 clusters Score -7323749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7323748.000000 Penalty: 3611.448486
	Iteration 29Q: 3 clusters Score -7323748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7323761.500000 Penalty: 3611.448486
	Iteration 30Q: 3 clusters Score -7323762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7323769.000000 Penalty: 3611.448486
	Iteration 31Q: 3 clusters Score -7323769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7323779.000000 Penalty: 3611.448486
	Iteration 32Q: 3 clusters Score -7323779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7323791.000000 Penalty: 3611.448486
	Iteration 33Q: 3 clusters Score -7323791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7323797.000000 Penalty: 3611.448486
	Iteration 34Q: 3 clusters Score -7323797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7323790.500000 Penalty: 3611.448486
	Iteration 35Q: 3 clusters Score -7323790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7323788.000000 Penalty: 3611.448486
	Iteration 36Q: 3 clusters Score -7323788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7323803.500000 Penalty: 3611.448486
	Iteration 37Q: 3 clusters Score -7323804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7323798.500000 Penalty: 3611.448486
	Iteration 38Q: 3 clusters Score -7323798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7323803.500000 Penalty: 3611.448486
	Iteration 39Q: 3 clusters Score -7323804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7323803.500000 Penalty: 3611.448486
	Iteration 40F: 3 clusters Score -7323804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7323808.000000 Penalty: 3611.448486
	Iteration 41Q: 3 clusters Score -7323808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7323807.500000 Penalty: 3611.448486
	Iteration 42Q: 3 clusters Score -7323808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7323806.000000 Penalty: 3611.448486
	Iteration 43Q: 3 clusters Score -7323806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7323802.000000 Penalty: 3611.448486
	Iteration 44Q: 3 clusters Score -7323802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7323806.500000 Penalty: 3611.448486
	Iteration 45Q: 3 clusters Score -7323806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7323806.500000 Penalty: 3611.448486
	Iteration 46F: 3 clusters Score -7323806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -232404.093750 Penalty: 1250.560669
	Iteration 0F: 2 clusters Score -232404.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -230159.968750 Penalty: 2501.121338
	Iteration 0F: 3 clusters Score -230160 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -230626.250000 Penalty: 2501.121338
	Iteration 1F: 3 clusters Score -230626.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -230773.593750 Penalty: 2501.121338
	Iteration 2F: 3 clusters Score -230773.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230854.109375 Penalty: 2501.121338
	Iteration 3F: 3 clusters Score -230854.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -230913.671875 Penalty: 2501.121338
	Iteration 4Q: 3 clusters Score -230913.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -230950.171875 Penalty: 2501.121338
	Iteration 5Q: 3 clusters Score -230950.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -230968.421875 Penalty: 2501.121338
	Iteration 6Q: 3 clusters Score -230968.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -230981.453125 Penalty: 2501.121338
	Iteration 7Q: 3 clusters Score -230981.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -230991.078125 Penalty: 2501.121338
	Iteration 8Q: 3 clusters Score -230991.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -230998.734375 Penalty: 2501.121338
	Iteration 9Q: 3 clusters Score -230998.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -231009.062500 Penalty: 2501.121338
	Iteration 10Q: 3 clusters Score -231009.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -231021.968750 Penalty: 2501.121338
	Iteration 11Q: 3 clusters Score -231022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -231032.828125 Penalty: 2501.121338
	Iteration 12Q: 3 clusters Score -231032.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -231041.421875 Penalty: 2501.121338
	Iteration 13Q: 3 clusters Score -231041.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -231051.062500 Penalty: 2501.121338
	Iteration 14Q: 3 clusters Score -231051.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -231063.921875 Penalty: 2501.121338
	Iteration 15Q: 3 clusters Score -231063.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -231084.859375 Penalty: 2501.121338
	Iteration 16Q: 3 clusters Score -231084.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -231114.906250 Penalty: 2501.121338
	Iteration 17Q: 3 clusters Score -231114.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -231136.593750 Penalty: 2501.121338
	Iteration 18Q: 3 clusters Score -231136.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -231158.296875 Penalty: 2501.121338
	Iteration 19Q: 3 clusters Score -231158.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -231181.875000 Penalty: 2501.121338
	Iteration 20F: 3 clusters Score -231181.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -231226.890625 Penalty: 2501.121338
	Iteration 21Q: 3 clusters Score -231226.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -231266.093750 Penalty: 2501.121338
	Iteration 22Q: 3 clusters Score -231266.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -231293.281250 Penalty: 2501.121338
	Iteration 23Q: 3 clusters Score -231293.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -231314.796875 Penalty: 2501.121338
	Iteration 24Q: 3 clusters Score -231314.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -231326.265625 Penalty: 2501.121338
	Iteration 25Q: 3 clusters Score -231326.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -231336.312500 Penalty: 2501.121338
	Iteration 26Q: 3 clusters Score -231336.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -231342.593750 Penalty: 2501.121338
	Iteration 27Q: 3 clusters Score -231342.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -231349.562500 Penalty: 2501.121338
	Iteration 28Q: 3 clusters Score -231349.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -231355.890625 Penalty: 2501.121338
	Iteration 29Q: 3 clusters Score -231355.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -231362.109375 Penalty: 2501.121338
	Iteration 30Q: 3 clusters Score -231362.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -231367.843750 Penalty: 2501.121338
	Iteration 31Q: 3 clusters Score -231367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -231370.031250 Penalty: 2501.121338
	Iteration 32Q: 3 clusters Score -231370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -231373.765625 Penalty: 2501.121338
	Iteration 33Q: 3 clusters Score -231373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -231377.765625 Penalty: 2501.121338
	Iteration 34Q: 3 clusters Score -231377.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -231384.812500 Penalty: 2501.121338
	Iteration 35Q: 3 clusters Score -231384.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -231392.078125 Penalty: 2501.121338
	Iteration 36Q: 3 clusters Score -231392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -231396.468750 Penalty: 2501.121338
	Iteration 37Q: 3 clusters Score -231396.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -231402.546875 Penalty: 2501.121338
	Iteration 38Q: 3 clusters Score -231402.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -231408.328125 Penalty: 2501.121338
	Iteration 39Q: 3 clusters Score -231408.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -231413.703125 Penalty: 2501.121338
	Iteration 40F: 3 clusters Score -231413.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -231419.609375 Penalty: 2501.121338
	Iteration 41Q: 3 clusters Score -231419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -231423.578125 Penalty: 2501.121338
	Iteration 42Q: 3 clusters Score -231423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -231427.531250 Penalty: 2501.121338
	Iteration 43Q: 3 clusters Score -231427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -231429.156250 Penalty: 2501.121338
	Iteration 44Q: 3 clusters Score -231429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -231430.000000 Penalty: 2501.121338
	Iteration 45Q: 3 clusters Score -231430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -231430.484375 Penalty: 2501.121338
	Iteration 46Q: 3 clusters Score -231430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -231431.859375 Penalty: 2501.121338
	Iteration 47Q: 3 clusters Score -231431.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -231434.546875 Penalty: 2501.121338
	Iteration 48Q: 3 clusters Score -231434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -231436.234375 Penalty: 2501.121338
	Iteration 49Q: 3 clusters Score -231436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -231437.000000 Penalty: 2501.121338
	Iteration 50Q: 3 clusters Score -231437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -231437.671875 Penalty: 2501.121338
	Iteration 51Q: 3 clusters Score -231437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -231440.234375 Penalty: 2501.121338
	Iteration 52Q: 3 clusters Score -231440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -231441.718750 Penalty: 2501.121338
	Iteration 53Q: 3 clusters Score -231441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -231442.390625 Penalty: 2501.121338
	Iteration 54Q: 3 clusters Score -231442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -231442.390625 Penalty: 2501.121338
	Iteration 55F: 3 clusters Score -231442.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Entering Unmasked Estep 
Score: -4521295.000000 Penalty: 1731.467773
	Iteration 0F: 2 clusters Score -4521295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4492871.500000 Penalty: 3462.935547
	Iteration 0F: 3 clusters Score -4492872 nChanged 19791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4504265.000000 Penalty: 3462.935547
	Iteration 1F: 3 clusters Score -4504265 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4504938.000000 Penalty: 3462.935547
	Iteration 2Q: 3 clusters Score -4504938 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -4505874.500000 Penalty: 3462.935547
	Iteration 3Q: 3 clusters Score -4505874 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4507096.500000 Penalty: 3462.935547
	Iteration 4F: 3 clusters Score -4507096 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4508592.000000 Penalty: 3462.935547
	Iteration 5F: 3 clusters Score -4508592 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4510373.500000 Penalty: 3462.935547
	Iteration 6F: 3 clusters Score -4510374 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4512095.000000 Penalty: 3462.935547
	Iteration 7F: 3 clusters Score -4512095 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -4513708.000000 Penalty: 3462.935547
	Iteration 8F: 3 clusters Score -4513708 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -4515308.500000 Penalty: 3462.935547
	Iteration 9F: 3 clusters Score -4515308 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4516790.000000 Penalty: 3462.935547
	Iteration 10Q: 3 clusters Score -4516790 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4517912.000000 Penalty: 3462.935547
	Iteration 11Q: 3 clusters Score -4517912 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -4518519.000000 Penalty: 3462.935547
	Iteration 12Q: 3 clusters Score -4518519 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4518925.500000 Penalty: 3462.935547
	Iteration 13Q: 3 clusters Score -4518926 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4519207.000000 Penalty: 3462.935547
	Iteration 14Q: 3 clusters Score -4519207 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4519413.500000 Penalty: 3462.935547
	Iteration 15Q: 3 clusters Score -4519414 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4519570.000000 Penalty: 3462.935547
	Iteration 16Q: 3 clusters Score -4519570 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4519724.500000 Penalty: 3462.935547
	Iteration 17Q: 3 clusters Score -4519724 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4519818.000000 Penalty: 3462.935547
	Iteration 18Q: 3 clusters Score -4519818 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4519902.500000 Penalty: 3462.935547
	Iteration 19Q: 3 clusters Score -4519902 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4519992.000000 Penalty: 3462.935547
	Iteration 20F: 3 clusters Score -4519992 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4520069.500000 Penalty: 3462.935547
	Iteration 21Q: 3 clusters Score -4520070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4520121.500000 Penalty: 3462.935547
	Iteration 22Q: 3 clusters Score -4520122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4520169.000000 Penalty: 3462.935547
	Iteration 23Q: 3 clusters Score -4520169 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4520200.500000 Penalty: 3462.935547
	Iteration 24Q: 3 clusters Score -4520200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4520214.500000 Penalty: 3462.935547
	Iteration 25Q: 3 clusters Score -4520214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4520227.000000 Penalty: 3462.935547
	Iteration 26Q: 3 clusters Score -4520227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4520234.000000 Penalty: 3462.935547
	Iteration 27Q: 3 clusters Score -4520234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4520247.500000 Penalty: 3462.935547
	Iteration 28Q: 3 clusters Score -4520248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4520252.500000 Penalty: 3462.935547
	Iteration 29Q: 3 clusters Score -4520252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4520255.500000 Penalty: 3462.935547
	Iteration 30Q: 3 clusters Score -4520256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4520264.500000 Penalty: 3462.935547
	Iteration 31Q: 3 clusters Score -4520264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4520278.500000 Penalty: 3462.935547
	Iteration 32Q: 3 clusters Score -4520278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4520285.000000 Penalty: 3462.935547
	Iteration 33Q: 3 clusters Score -4520285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4520289.500000 Penalty: 3462.935547
	Iteration 34Q: 3 clusters Score -4520290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4520301.000000 Penalty: 3462.935547
	Iteration 35Q: 3 clusters Score -4520301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4520305.500000 Penalty: 3462.935547
	Iteration 36Q: 3 clusters Score -4520306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4520308.500000 Penalty: 3462.935547
	Iteration 37Q: 3 clusters Score -4520308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4520316.500000 Penalty: 3462.935547
	Iteration 38Q: 3 clusters Score -4520316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4520317.000000 Penalty: 3462.935547
	Iteration 39Q: 3 clusters Score -4520317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4520312.000000 Penalty: 3462.935547
	Iteration 40F: 3 clusters Score -4520312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4520313.000000 Penalty: 3462.935547
	Iteration 41Q: 3 clusters Score -4520313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4520310.500000 Penalty: 3462.935547
	Iteration 42Q: 3 clusters Score -4520310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4520310.500000 Penalty: 3462.935547
	Iteration 43F: 3 clusters Score -4520310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175592 members 
Entering Unmasked Estep 
Score: -19048248.000000 Penalty: 1962.336670
	Iteration 0F: 2 clusters Score -1.904825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -18933370.000000 Penalty: 3924.673340
	Iteration 0F: 3 clusters Score -1.893337e+07 nChanged 84741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -18983370.000000 Penalty: 3924.673340
	Iteration 1F: 3 clusters Score -1.898337e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87593 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -18984360.000000 Penalty: 3924.673340
	Iteration 2Q: 3 clusters Score -1.898436e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -18986134.000000 Penalty: 3924.673340
	Iteration 3Q: 3 clusters Score -1.898613e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -18988896.000000 Penalty: 3924.673340
	Iteration 4Q: 3 clusters Score -1.89889e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 88645 members 
Entering Unmasked Estep 
Score: -18993368.000000 Penalty: 3924.673340
	Iteration 5Q: 3 clusters Score -1.899337e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -19000288.000000 Penalty: 3924.673340
	Iteration 6F: 3 clusters Score -1.900029e+07 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -19009606.000000 Penalty: 3924.673340
	Iteration 7F: 3 clusters Score -1.900961e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -19018494.000000 Penalty: 3924.673340
	Iteration 8F: 3 clusters Score -1.901849e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -19023670.000000 Penalty: 3924.673340
	Iteration 9F: 3 clusters Score -1.902367e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -19025486.000000 Penalty: 3924.673340
	Iteration 10Q: 3 clusters Score -1.902549e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -19026240.000000 Penalty: 3924.673340
	Iteration 11Q: 3 clusters Score -1.902624e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -19026666.000000 Penalty: 3924.673340
	Iteration 12Q: 3 clusters Score -1.902667e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 89240 members 
Entering Unmasked Estep 
Score: -19027020.000000 Penalty: 3924.673340
	Iteration 13Q: 3 clusters Score -1.902702e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -19027614.000000 Penalty: 3924.673340
	Iteration 14Q: 3 clusters Score -1.902761e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87958 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -19028164.000000 Penalty: 3924.673340
	Iteration 15Q: 3 clusters Score -1.902816e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -19028768.000000 Penalty: 3924.673340
	Iteration 16Q: 3 clusters Score -1.902877e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -19029312.000000 Penalty: 3924.673340
	Iteration 17Q: 3 clusters Score -1.902931e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -19029980.000000 Penalty: 3924.673340
	Iteration 18Q: 3 clusters Score -1.902998e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -19030810.000000 Penalty: 3924.673340
	Iteration 19Q: 3 clusters Score -1.903081e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -19031598.000000 Penalty: 3924.673340
	Iteration 20F: 3 clusters Score -1.90316e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -19032520.000000 Penalty: 3924.673340
	Iteration 21Q: 3 clusters Score -1.903252e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -19033434.000000 Penalty: 3924.673340
	Iteration 22Q: 3 clusters Score -1.903343e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -19034260.000000 Penalty: 3924.673340
	Iteration 23Q: 3 clusters Score -1.903426e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -19034874.000000 Penalty: 3924.673340
	Iteration 24Q: 3 clusters Score -1.903487e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -19035490.000000 Penalty: 3924.673340
	Iteration 25Q: 3 clusters Score -1.903549e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -19035990.000000 Penalty: 3924.673340
	Iteration 26Q: 3 clusters Score -1.903599e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -19036536.000000 Penalty: 3924.673340
	Iteration 27Q: 3 clusters Score -1.903654e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -19037026.000000 Penalty: 3924.673340
	Iteration 28Q: 3 clusters Score -1.903703e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -19037408.000000 Penalty: 3924.673340
	Iteration 29Q: 3 clusters Score -1.903741e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -19037872.000000 Penalty: 3924.673340
	Iteration 30Q: 3 clusters Score -1.903787e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94627 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -19038268.000000 Penalty: 3924.673340
	Iteration 31Q: 3 clusters Score -1.903827e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -19038504.000000 Penalty: 3924.673340
	Iteration 32Q: 3 clusters Score -1.90385e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 81742 members 
Entering Unmasked Estep 
Score: -19038638.000000 Penalty: 3924.673340
	Iteration 33Q: 3 clusters Score -1.903864e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -19038752.000000 Penalty: 3924.673340
	Iteration 34Q: 3 clusters Score -1.903875e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92939 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -19038882.000000 Penalty: 3924.673340
	Iteration 35Q: 3 clusters Score -1.903888e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -19039002.000000 Penalty: 3924.673340
	Iteration 36Q: 3 clusters Score -1.9039e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -19038994.000000 Penalty: 3924.673340
	Iteration 37Q: 3 clusters Score -1.903899e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 84057 members 
Entering Unmasked Estep 
Score: -19039140.000000 Penalty: 3924.673340
	Iteration 38Q: 3 clusters Score -1.903914e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -19039288.000000 Penalty: 3924.673340
	Iteration 39Q: 3 clusters Score -1.903929e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -19039504.000000 Penalty: 3924.673340
	Iteration 40F: 3 clusters Score -1.90395e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -19039576.000000 Penalty: 3924.673340
	Iteration 41Q: 3 clusters Score -1.903958e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -19039650.000000 Penalty: 3924.673340
	Iteration 42Q: 3 clusters Score -1.903965e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -19039656.000000 Penalty: 3924.673340
	Iteration 43Q: 3 clusters Score -1.903966e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 87040 members 
Entering Unmasked Estep 
Score: -19039706.000000 Penalty: 3924.673340
	Iteration 44Q: 3 clusters Score -1.903971e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -19039786.000000 Penalty: 3924.673340
	Iteration 45Q: 3 clusters Score -1.903979e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -19039874.000000 Penalty: 3924.673340
	Iteration 46Q: 3 clusters Score -1.903987e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -19039922.000000 Penalty: 3924.673340
	Iteration 47Q: 3 clusters Score -1.903992e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -19039968.000000 Penalty: 3924.673340
	Iteration 48Q: 3 clusters Score -1.903997e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 89110 members 
Entering Unmasked Estep 
Score: -19040034.000000 Penalty: 3924.673340
	Iteration 49Q: 3 clusters Score -1.904003e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -19040024.000000 Penalty: 3924.673340
	Iteration 50Q: 3 clusters Score -1.904002e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -19040012.000000 Penalty: 3924.673340
	Iteration 51Q: 3 clusters Score -1.904001e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -19040054.000000 Penalty: 3924.673340
	Iteration 52Q: 3 clusters Score -1.904005e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -19040038.000000 Penalty: 3924.673340
	Iteration 53Q: 3 clusters Score -1.904004e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -19040014.000000 Penalty: 3924.673340
	Iteration 54Q: 3 clusters Score -1.904001e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -19040006.000000 Penalty: 3924.673340
	Iteration 55Q: 3 clusters Score -1.904001e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -19040028.000000 Penalty: 3924.673340
	Iteration 56Q: 3 clusters Score -1.904003e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -19040032.000000 Penalty: 3924.673340
	Iteration 57Q: 3 clusters Score -1.904003e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -19040056.000000 Penalty: 3924.673340
	Iteration 58Q: 3 clusters Score -1.904006e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -19040018.000000 Penalty: 3924.673340
	Iteration 59Q: 3 clusters Score -1.904002e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83049 members 
Mstep: Class 2 contains 92543 members 
Entering Unmasked Estep 
Score: -19040052.000000 Penalty: 3924.673340
	Iteration 60F: 3 clusters Score -1.904005e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
Score: -19040060.000000 Penalty: 3924.673340
	Iteration 61Q: 3 clusters Score -1.904006e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -19040104.000000 Penalty: 3924.673340
	Iteration 62Q: 3 clusters Score -1.90401e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -19040064.000000 Penalty: 3924.673340
	Iteration 63Q: 3 clusters Score -1.904006e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -19040070.000000 Penalty: 3924.673340
	Iteration 64Q: 3 clusters Score -1.904007e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -19040076.000000 Penalty: 3924.673340
	Iteration 65Q: 3 clusters Score -1.904008e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -19040070.000000 Penalty: 3924.673340
	Iteration 66Q: 3 clusters Score -1.904007e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 94068 members 
Entering Unmasked Estep 
Score: -19040070.000000 Penalty: 3924.673340
	Iteration 67Q: 3 clusters Score -1.904007e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -19040116.000000 Penalty: 3924.673340
	Iteration 68Q: 3 clusters Score -1.904012e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -19040106.000000 Penalty: 3924.673340
	Iteration 69Q: 3 clusters Score -1.904011e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -19040140.000000 Penalty: 3924.673340
	Iteration 70Q: 3 clusters Score -1.904014e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -19040154.000000 Penalty: 3924.673340
	Iteration 71Q: 3 clusters Score -1.904015e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -19040116.000000 Penalty: 3924.673340
	Iteration 72Q: 3 clusters Score -1.904012e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -19040148.000000 Penalty: 3924.673340
	Iteration 73Q: 3 clusters Score -1.904015e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -19040162.000000 Penalty: 3924.673340
	Iteration 74Q: 3 clusters Score -1.904016e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -19040186.000000 Penalty: 3924.673340
	Iteration 75Q: 3 clusters Score -1.904019e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -19040192.000000 Penalty: 3924.673340
	Iteration 76Q: 3 clusters Score -1.904019e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -19040200.000000 Penalty: 3924.673340
	Iteration 77Q: 3 clusters Score -1.90402e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -19040222.000000 Penalty: 3924.673340
	Iteration 78Q: 3 clusters Score -1.904022e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -19040234.000000 Penalty: 3924.673340
	Iteration 79Q: 3 clusters Score -1.904023e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 95694 members 
Entering Unmasked Estep 
Score: -19040232.000000 Penalty: 3924.673340
	Iteration 80F: 3 clusters Score -1.904023e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 95750 members 
Entering Unmasked Estep 
Score: -19040234.000000 Penalty: 3924.673340
	Iteration 81Q: 3 clusters Score -1.904023e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -19040244.000000 Penalty: 3924.673340
	Iteration 82Q: 3 clusters Score -1.904024e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -19040242.000000 Penalty: 3924.673340
	Iteration 83Q: 3 clusters Score -1.904024e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -19040222.000000 Penalty: 3924.673340
	Iteration 84Q: 3 clusters Score -1.904022e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -19040256.000000 Penalty: 3924.673340
	Iteration 85Q: 3 clusters Score -1.904026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -19040236.000000 Penalty: 3924.673340
	Iteration 86Q: 3 clusters Score -1.904024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -19040258.000000 Penalty: 3924.673340
	Iteration 87Q: 3 clusters Score -1.904026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -19040256.000000 Penalty: 3924.673340
	Iteration 88Q: 3 clusters Score -1.904026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -19040256.000000 Penalty: 3924.673340
	Iteration 89Q: 3 clusters Score -1.904026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 96094 members 
Entering Unmasked Estep 
Score: -19040258.000000 Penalty: 3924.673340
	Iteration 90Q: 3 clusters Score -1.904026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -19040262.000000 Penalty: 3924.673340
	Iteration 91Q: 3 clusters Score -1.904026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -19040278.000000 Penalty: 3924.673340
	Iteration 92Q: 3 clusters Score -1.904028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 96162 members 
Entering Unmasked Estep 
Score: -19040280.000000 Penalty: 3924.673340
	Iteration 93Q: 3 clusters Score -1.904028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 96181 members 
Entering Unmasked Estep 
Score: -19040284.000000 Penalty: 3924.673340
	Iteration 94Q: 3 clusters Score -1.904028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -19040292.000000 Penalty: 3924.673340
	Iteration 95Q: 3 clusters Score -1.904029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -19040280.000000 Penalty: 3924.673340
	Iteration 96Q: 3 clusters Score -1.904028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -19040286.000000 Penalty: 3924.673340
	Iteration 97Q: 3 clusters Score -1.904029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79305 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -19040274.000000 Penalty: 3924.673340
	Iteration 98Q: 3 clusters Score -1.904027e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -19040278.000000 Penalty: 3924.673340
	Iteration 99Q: 3 clusters Score -1.904028e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -19040286.000000 Penalty: 3924.673340
	Iteration 100F: 3 clusters Score -1.904029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -19040294.000000 Penalty: 3924.673340
	Iteration 101Q: 3 clusters Score -1.904029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -19040290.000000 Penalty: 3924.673340
	Iteration 102Q: 3 clusters Score -1.904029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -19040300.000000 Penalty: 3924.673340
	Iteration 103Q: 3 clusters Score -1.90403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -19040268.000000 Penalty: 3924.673340
	Iteration 104Q: 3 clusters Score -1.904027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 96493 members 
Entering Unmasked Estep 
Score: -19040284.000000 Penalty: 3924.673340
	Iteration 105Q: 3 clusters Score -1.904028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -19040282.000000 Penalty: 3924.673340
	Iteration 106Q: 3 clusters Score -1.904028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 96533 members 
Entering Unmasked Estep 
Score: -19040272.000000 Penalty: 3924.673340
	Iteration 107Q: 3 clusters Score -1.904027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -19040288.000000 Penalty: 3924.673340
	Iteration 108Q: 3 clusters Score -1.904029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -19040290.000000 Penalty: 3924.673340
	Iteration 109Q: 3 clusters Score -1.904029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -19040296.000000 Penalty: 3924.673340
	Iteration 110Q: 3 clusters Score -1.90403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -19040312.000000 Penalty: 3924.673340
	Iteration 111Q: 3 clusters Score -1.904031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -19040306.000000 Penalty: 3924.673340
	Iteration 112Q: 3 clusters Score -1.904031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -19040318.000000 Penalty: 3924.673340
	Iteration 113Q: 3 clusters Score -1.904032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -19040302.000000 Penalty: 3924.673340
	Iteration 114Q: 3 clusters Score -1.90403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -19040310.000000 Penalty: 3924.673340
	Iteration 115Q: 3 clusters Score -1.904031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 96611 members 
Entering Unmasked Estep 
Score: -19040320.000000 Penalty: 3924.673340
	Iteration 116Q: 3 clusters Score -1.904032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -19040292.000000 Penalty: 3924.673340
	Iteration 117Q: 3 clusters Score -1.904029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -19040292.000000 Penalty: 3924.673340
	Iteration 118Q: 3 clusters Score -1.904029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -19040294.000000 Penalty: 3924.673340
	Iteration 119Q: 3 clusters Score -1.904029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 96657 members 
Entering Unmasked Estep 
Score: -19040308.000000 Penalty: 3924.673340
	Iteration 120F: 3 clusters Score -1.904031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -19040290.000000 Penalty: 3924.673340
	Iteration 121Q: 3 clusters Score -1.904029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 96693 members 
Entering Unmasked Estep 
Score: -19040298.000000 Penalty: 3924.673340
	Iteration 122Q: 3 clusters Score -1.90403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -19040286.000000 Penalty: 3924.673340
	Iteration 123Q: 3 clusters Score -1.904029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -19040284.000000 Penalty: 3924.673340
	Iteration 124Q: 3 clusters Score -1.904028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -19040304.000000 Penalty: 3924.673340
	Iteration 125Q: 3 clusters Score -1.90403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -19040300.000000 Penalty: 3924.673340
	Iteration 126Q: 3 clusters Score -1.90403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -19040292.000000 Penalty: 3924.673340
	Iteration 127Q: 3 clusters Score -1.904029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -19040298.000000 Penalty: 3924.673340
	Iteration 128Q: 3 clusters Score -1.90403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -19040312.000000 Penalty: 3924.673340
	Iteration 129Q: 3 clusters Score -1.904031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -19040310.000000 Penalty: 3924.673340
	Iteration 130Q: 3 clusters Score -1.904031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 96813 members 
Entering Unmasked Estep 
Score: -19040326.000000 Penalty: 3924.673340
	Iteration 131Q: 3 clusters Score -1.904033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -19040328.000000 Penalty: 3924.673340
	Iteration 132Q: 3 clusters Score -1.904033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -19040326.000000 Penalty: 3924.673340
	Iteration 133Q: 3 clusters Score -1.904033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -19040318.000000 Penalty: 3924.673340
	Iteration 134Q: 3 clusters Score -1.904032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -19040318.000000 Penalty: 3924.673340
	Iteration 135Q: 3 clusters Score -1.904032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -19040334.000000 Penalty: 3924.673340
	Iteration 136Q: 3 clusters Score -1.904033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -19040302.000000 Penalty: 3924.673340
	Iteration 137Q: 3 clusters Score -1.90403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -19040312.000000 Penalty: 3924.673340
	Iteration 138Q: 3 clusters Score -1.904031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -19040308.000000 Penalty: 3924.673340
	Iteration 139Q: 3 clusters Score -1.904031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -19040306.000000 Penalty: 3924.673340
	Iteration 140F: 3 clusters Score -1.904031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 96903 members 
Entering Unmasked Estep 
Score: -19040308.000000 Penalty: 3924.673340
	Iteration 141Q: 3 clusters Score -1.904031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -19040312.000000 Penalty: 3924.673340
	Iteration 142Q: 3 clusters Score -1.904031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -19040314.000000 Penalty: 3924.673340
	Iteration 143Q: 3 clusters Score -1.904031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -19040306.000000 Penalty: 3924.673340
	Iteration 144Q: 3 clusters Score -1.904031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -19040312.000000 Penalty: 3924.673340
	Iteration 145Q: 3 clusters Score -1.904031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -19040306.000000 Penalty: 3924.673340
	Iteration 146Q: 3 clusters Score -1.904031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -19040316.000000 Penalty: 3924.673340
	Iteration 147Q: 3 clusters Score -1.904032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -19040316.000000 Penalty: 3924.673340
	Iteration 148Q: 3 clusters Score -1.904032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -19040320.000000 Penalty: 3924.673340
	Iteration 149Q: 3 clusters Score -1.904032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -19040332.000000 Penalty: 3924.673340
	Iteration 150Q: 3 clusters Score -1.904033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
Score: -19040324.000000 Penalty: 3924.673340
	Iteration 151Q: 3 clusters Score -1.904032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 96960 members 
Entering Unmasked Estep 
Score: -19040340.000000 Penalty: 3924.673340
	Iteration 152Q: 3 clusters Score -1.904034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -19040338.000000 Penalty: 3924.673340
	Iteration 153Q: 3 clusters Score -1.904034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 96972 members 
Entering Unmasked Estep 
Score: -19040340.000000 Penalty: 3924.673340
	Iteration 154Q: 3 clusters Score -1.904034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -19040354.000000 Penalty: 3924.673340
	Iteration 155Q: 3 clusters Score -1.904035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78615 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -19040352.000000 Penalty: 3924.673340
	Iteration 156Q: 3 clusters Score -1.904035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -19040342.000000 Penalty: 3924.673340
	Iteration 157Q: 3 clusters Score -1.904034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -19040344.000000 Penalty: 3924.673340
	Iteration 158Q: 3 clusters Score -1.904034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 96992 members 
Entering Unmasked Estep 
Score: -19040354.000000 Penalty: 3924.673340
	Iteration 159Q: 3 clusters Score -1.904035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -19040352.000000 Penalty: 3924.673340
	Iteration 160F: 3 clusters Score -1.904035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -19040364.000000 Penalty: 3924.673340
	Iteration 161Q: 3 clusters Score -1.904036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -19040360.000000 Penalty: 3924.673340
	Iteration 162Q: 3 clusters Score -1.904036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78587 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -19040362.000000 Penalty: 3924.673340
	Iteration 163Q: 3 clusters Score -1.904036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78587 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -19040362.000000 Penalty: 3924.673340
	Iteration 164F: 3 clusters Score -1.904036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (181331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181331 members 
Entering Unmasked Estep 
Score: -19637876.000000 Penalty: 1967.562866
	Iteration 0F: 2 clusters Score -1.963788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90916 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -19517964.000000 Penalty: 3935.125732
	Iteration 0F: 3 clusters Score -1.951796e+07 nChanged 87528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -19569600.000000 Penalty: 3935.125732
	Iteration 1F: 3 clusters Score -1.95696e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -19571068.000000 Penalty: 3935.125732
	Iteration 2Q: 3 clusters Score -1.957107e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -19573072.000000 Penalty: 3935.125732
	Iteration 3Q: 3 clusters Score -1.957307e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107540 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -19576336.000000 Penalty: 3935.125732
	Iteration 4Q: 3 clusters Score -1.957634e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116482 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -19581812.000000 Penalty: 3935.125732
	Iteration 5F: 3 clusters Score -1.958181e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128363 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -19590702.000000 Penalty: 3935.125732
	Iteration 6F: 3 clusters Score -1.95907e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141623 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -19601756.000000 Penalty: 3935.125732
	Iteration 7F: 3 clusters Score -1.960176e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153350 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -19611892.000000 Penalty: 3935.125732
	Iteration 8F: 3 clusters Score -1.961189e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161286 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -19618818.000000 Penalty: 3935.125732
	Iteration 9Q: 3 clusters Score -1.961882e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166341 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -19623962.000000 Penalty: 3935.125732
	Iteration 10Q: 3 clusters Score -1.962396e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169788 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -19627202.000000 Penalty: 3935.125732
	Iteration 11Q: 3 clusters Score -1.96272e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172406 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -19629792.000000 Penalty: 3935.125732
	Iteration 12Q: 3 clusters Score -1.962979e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174471 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -19631460.000000 Penalty: 3935.125732
	Iteration 13Q: 3 clusters Score -1.963146e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176038 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -19632794.000000 Penalty: 3935.125732
	Iteration 14Q: 3 clusters Score -1.963279e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177267 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -19633684.000000 Penalty: 3935.125732
	Iteration 15Q: 3 clusters Score -1.963368e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178166 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -19634432.000000 Penalty: 3935.125732
	Iteration 16Q: 3 clusters Score -1.963443e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178855 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -19634924.000000 Penalty: 3935.125732
	Iteration 17Q: 3 clusters Score -1.963492e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179346 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -19635316.000000 Penalty: 3935.125732
	Iteration 18Q: 3 clusters Score -1.963532e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179680 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19635520.000000 Penalty: 3935.125732
	Iteration 19Q: 3 clusters Score -1.963552e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179914 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -19635726.000000 Penalty: 3935.125732
	Iteration 20F: 3 clusters Score -1.963573e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180093 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -19635832.000000 Penalty: 3935.125732
	Iteration 21Q: 3 clusters Score -1.963583e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180213 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19635956.000000 Penalty: 3935.125732
	Iteration 22Q: 3 clusters Score -1.963596e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180289 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19635990.000000 Penalty: 3935.125732
	Iteration 23Q: 3 clusters Score -1.963599e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180356 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19636064.000000 Penalty: 3935.125732
	Iteration 24Q: 3 clusters Score -1.963606e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180411 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19636118.000000 Penalty: 3935.125732
	Iteration 25Q: 3 clusters Score -1.963612e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180449 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -19636140.000000 Penalty: 3935.125732
	Iteration 26Q: 3 clusters Score -1.963614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180486 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -19636164.000000 Penalty: 3935.125732
	Iteration 27Q: 3 clusters Score -1.963616e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180519 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19636180.000000 Penalty: 3935.125732
	Iteration 28Q: 3 clusters Score -1.963618e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180548 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19636196.000000 Penalty: 3935.125732
	Iteration 29Q: 3 clusters Score -1.96362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180572 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -19636184.000000 Penalty: 3935.125732
	Iteration 30Q: 3 clusters Score -1.963618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180584 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -19636204.000000 Penalty: 3935.125732
	Iteration 31Q: 3 clusters Score -1.96362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180592 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -19636194.000000 Penalty: 3935.125732
	Iteration 32Q: 3 clusters Score -1.963619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180599 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -19636192.000000 Penalty: 3935.125732
	Iteration 33Q: 3 clusters Score -1.963619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180607 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -19636206.000000 Penalty: 3935.125732
	Iteration 34Q: 3 clusters Score -1.963621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180614 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -19636212.000000 Penalty: 3935.125732
	Iteration 35Q: 3 clusters Score -1.963621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180616 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19636210.000000 Penalty: 3935.125732
	Iteration 36Q: 3 clusters Score -1.963621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180618 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -19636216.000000 Penalty: 3935.125732
	Iteration 37Q: 3 clusters Score -1.963622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180619 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -19636222.000000 Penalty: 3935.125732
	Iteration 38Q: 3 clusters Score -1.963622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180626 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -19636236.000000 Penalty: 3935.125732
	Iteration 39Q: 3 clusters Score -1.963624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180635 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -19636242.000000 Penalty: 3935.125732
	Iteration 40F: 3 clusters Score -1.963624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180636 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -19636262.000000 Penalty: 3935.125732
	Iteration 41Q: 3 clusters Score -1.963626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180640 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -19636266.000000 Penalty: 3935.125732
	Iteration 42Q: 3 clusters Score -1.963627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19636268.000000 Penalty: 3935.125732
	Iteration 43Q: 3 clusters Score -1.963627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180651 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -19636274.000000 Penalty: 3935.125732
	Iteration 44Q: 3 clusters Score -1.963627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180652 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -19636266.000000 Penalty: 3935.125732
	Iteration 45Q: 3 clusters Score -1.963627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180653 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -19636268.000000 Penalty: 3935.125732
	Iteration 46Q: 3 clusters Score -1.963627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180655 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -19636286.000000 Penalty: 3935.125732
	Iteration 47Q: 3 clusters Score -1.963629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -19636282.000000 Penalty: 3935.125732
	Iteration 48Q: 3 clusters Score -1.963628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -19636288.000000 Penalty: 3935.125732
	Iteration 49Q: 3 clusters Score -1.963629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180660 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -19636292.000000 Penalty: 3935.125732
	Iteration 50Q: 3 clusters Score -1.963629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -19636296.000000 Penalty: 3935.125732
	Iteration 51Q: 3 clusters Score -1.96363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180665 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -19636298.000000 Penalty: 3935.125732
	Iteration 52Q: 3 clusters Score -1.96363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -19636302.000000 Penalty: 3935.125732
	Iteration 53Q: 3 clusters Score -1.96363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180668 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -19636302.000000 Penalty: 3935.125732
	Iteration 54Q: 3 clusters Score -1.96363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180668 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -19636302.000000 Penalty: 3935.125732
	Iteration 55F: 3 clusters Score -1.96363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Entering Unmasked Estep 
Score: -3570919.250000 Penalty: 1688.171753
	Iteration 0F: 2 clusters Score -3570919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3549052.000000 Penalty: 3376.343506
	Iteration 0F: 3 clusters Score -3549052 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3557422.000000 Penalty: 3376.343506
	Iteration 1F: 3 clusters Score -3557422 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3558011.750000 Penalty: 3376.343506
	Iteration 2Q: 3 clusters Score -3558012 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3558741.500000 Penalty: 3376.343506
	Iteration 3F: 3 clusters Score -3558742 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3559906.750000 Penalty: 3376.343506
	Iteration 4F: 3 clusters Score -3559907 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3561759.250000 Penalty: 3376.343506
	Iteration 5F: 3 clusters Score -3561759 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3564259.750000 Penalty: 3376.343506
	Iteration 6F: 3 clusters Score -3564260 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3566640.250000 Penalty: 3376.343506
	Iteration 7F: 3 clusters Score -3566640 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -3568173.250000 Penalty: 3376.343506
	Iteration 8Q: 3 clusters Score -3568173 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3568911.500000 Penalty: 3376.343506
	Iteration 9Q: 3 clusters Score -3568912 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3569196.250000 Penalty: 3376.343506
	Iteration 10Q: 3 clusters Score -3569196 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -3569368.500000 Penalty: 3376.343506
	Iteration 11Q: 3 clusters Score -3569368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -3569448.000000 Penalty: 3376.343506
	Iteration 12Q: 3 clusters Score -3569448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -3569468.000000 Penalty: 3376.343506
	Iteration 13Q: 3 clusters Score -3569468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -3569490.500000 Penalty: 3376.343506
	Iteration 14Q: 3 clusters Score -3569490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3569498.500000 Penalty: 3376.343506
	Iteration 15Q: 3 clusters Score -3569498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3569506.750000 Penalty: 3376.343506
	Iteration 16Q: 3 clusters Score -3569507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -3569509.750000 Penalty: 3376.343506
	Iteration 17Q: 3 clusters Score -3569510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -3569511.250000 Penalty: 3376.343506
	Iteration 18Q: 3 clusters Score -3569511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3569519.000000 Penalty: 3376.343506
	Iteration 19Q: 3 clusters Score -3569519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3569521.250000 Penalty: 3376.343506
	Iteration 20F: 3 clusters Score -3569521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -3569530.250000 Penalty: 3376.343506
	Iteration 21Q: 3 clusters Score -3569530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3569533.500000 Penalty: 3376.343506
	Iteration 22Q: 3 clusters Score -3569534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -3569532.750000 Penalty: 3376.343506
	Iteration 23Q: 3 clusters Score -3569533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -3569532.750000 Penalty: 3376.343506
	Iteration 24F: 3 clusters Score -3569533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -486757.562500 Penalty: 1363.639893
	Iteration 0F: 2 clusters Score -486757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -483199.343750 Penalty: 2727.279785
	Iteration 0F: 3 clusters Score -483199.3 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -484075.000000 Penalty: 2727.279785
	Iteration 1F: 3 clusters Score -484075 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -484226.875000 Penalty: 2727.279785
	Iteration 2F: 3 clusters Score -484226.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -484330.625000 Penalty: 2727.279785
	Iteration 3Q: 3 clusters Score -484330.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -484395.062500 Penalty: 2727.279785
	Iteration 4Q: 3 clusters Score -484395.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -484441.906250 Penalty: 2727.279785
	Iteration 5Q: 3 clusters Score -484441.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -484478.031250 Penalty: 2727.279785
	Iteration 6Q: 3 clusters Score -484478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -484504.437500 Penalty: 2727.279785
	Iteration 7Q: 3 clusters Score -484504.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -484518.562500 Penalty: 2727.279785
	Iteration 8Q: 3 clusters Score -484518.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -484531.218750 Penalty: 2727.279785
	Iteration 9Q: 3 clusters Score -484531.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -484544.062500 Penalty: 2727.279785
	Iteration 10Q: 3 clusters Score -484544.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -484558.031250 Penalty: 2727.279785
	Iteration 11Q: 3 clusters Score -484558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -484572.687500 Penalty: 2727.279785
	Iteration 12Q: 3 clusters Score -484572.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -484584.968750 Penalty: 2727.279785
	Iteration 13Q: 3 clusters Score -484585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -484594.000000 Penalty: 2727.279785
	Iteration 14Q: 3 clusters Score -484594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -484604.093750 Penalty: 2727.279785
	Iteration 15Q: 3 clusters Score -484604.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -484612.968750 Penalty: 2727.279785
	Iteration 16Q: 3 clusters Score -484613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -484619.125000 Penalty: 2727.279785
	Iteration 17Q: 3 clusters Score -484619.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -484625.750000 Penalty: 2727.279785
	Iteration 18Q: 3 clusters Score -484625.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -484632.718750 Penalty: 2727.279785
	Iteration 19Q: 3 clusters Score -484632.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -484643.375000 Penalty: 2727.279785
	Iteration 20F: 3 clusters Score -484643.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -484656.500000 Penalty: 2727.279785
	Iteration 21Q: 3 clusters Score -484656.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -484669.781250 Penalty: 2727.279785
	Iteration 22Q: 3 clusters Score -484669.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -484684.625000 Penalty: 2727.279785
	Iteration 23Q: 3 clusters Score -484684.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -484693.843750 Penalty: 2727.279785
	Iteration 24Q: 3 clusters Score -484693.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -484705.125000 Penalty: 2727.279785
	Iteration 25Q: 3 clusters Score -484705.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -484714.875000 Penalty: 2727.279785
	Iteration 26Q: 3 clusters Score -484714.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -484729.531250 Penalty: 2727.279785
	Iteration 27Q: 3 clusters Score -484729.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -484739.562500 Penalty: 2727.279785
	Iteration 28Q: 3 clusters Score -484739.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -484753.437500 Penalty: 2727.279785
	Iteration 29Q: 3 clusters Score -484753.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -484769.031250 Penalty: 2727.279785
	Iteration 30Q: 3 clusters Score -484769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -484792.156250 Penalty: 2727.279785
	Iteration 31Q: 3 clusters Score -484792.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -484815.937500 Penalty: 2727.279785
	Iteration 32Q: 3 clusters Score -484815.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -484836.375000 Penalty: 2727.279785
	Iteration 33Q: 3 clusters Score -484836.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -484858.125000 Penalty: 2727.279785
	Iteration 34Q: 3 clusters Score -484858.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -484883.718750 Penalty: 2727.279785
	Iteration 35Q: 3 clusters Score -484883.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -484907.437500 Penalty: 2727.279785
	Iteration 36Q: 3 clusters Score -484907.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -484932.375000 Penalty: 2727.279785
	Iteration 37Q: 3 clusters Score -484932.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -484964.343750 Penalty: 2727.279785
	Iteration 38Q: 3 clusters Score -484964.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -484995.062500 Penalty: 2727.279785
	Iteration 39Q: 3 clusters Score -484995.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -485041.718750 Penalty: 2727.279785
	Iteration 40F: 3 clusters Score -485041.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -485100.250000 Penalty: 2727.279785
	Iteration 41Q: 3 clusters Score -485100.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -485167.625000 Penalty: 2727.279785
	Iteration 42Q: 3 clusters Score -485167.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -485228.281250 Penalty: 2727.279785
	Iteration 43Q: 3 clusters Score -485228.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -485281.625000 Penalty: 2727.279785
	Iteration 44Q: 3 clusters Score -485281.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -485329.093750 Penalty: 2727.279785
	Iteration 45Q: 3 clusters Score -485329.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -485365.906250 Penalty: 2727.279785
	Iteration 46Q: 3 clusters Score -485365.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -485391.875000 Penalty: 2727.279785
	Iteration 47Q: 3 clusters Score -485391.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -485415.093750 Penalty: 2727.279785
	Iteration 48Q: 3 clusters Score -485415.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -485439.937500 Penalty: 2727.279785
	Iteration 49Q: 3 clusters Score -485439.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -485454.281250 Penalty: 2727.279785
	Iteration 50Q: 3 clusters Score -485454.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -485465.062500 Penalty: 2727.279785
	Iteration 51Q: 3 clusters Score -485465.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -485471.031250 Penalty: 2727.279785
	Iteration 52Q: 3 clusters Score -485471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -485482.343750 Penalty: 2727.279785
	Iteration 53Q: 3 clusters Score -485482.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -485493.000000 Penalty: 2727.279785
	Iteration 54Q: 3 clusters Score -485493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -485507.093750 Penalty: 2727.279785
	Iteration 55Q: 3 clusters Score -485507.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -485518.062500 Penalty: 2727.279785
	Iteration 56Q: 3 clusters Score -485518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -485524.312500 Penalty: 2727.279785
	Iteration 57Q: 3 clusters Score -485524.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -485526.156250 Penalty: 2727.279785
	Iteration 58Q: 3 clusters Score -485526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -485526.937500 Penalty: 2727.279785
	Iteration 59Q: 3 clusters Score -485526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -485528.031250 Penalty: 2727.279785
	Iteration 60F: 3 clusters Score -485528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Entering Unmasked Estep 
Score: -4893836.500000 Penalty: 1739.452515
	Iteration 0F: 2 clusters Score -4893836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4864194.500000 Penalty: 3478.905029
	Iteration 0F: 3 clusters Score -4864194 nChanged 20805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4875827.500000 Penalty: 3478.905029
	Iteration 1F: 3 clusters Score -4875828 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -4876568.500000 Penalty: 3478.905029
	Iteration 2Q: 3 clusters Score -4876568 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -4877656.500000 Penalty: 3478.905029
	Iteration 3F: 3 clusters Score -4877656 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -4879241.000000 Penalty: 3478.905029
	Iteration 4F: 3 clusters Score -4879241 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -4881753.000000 Penalty: 3478.905029
	Iteration 5F: 3 clusters Score -4881753 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -4885009.000000 Penalty: 3478.905029
	Iteration 6F: 3 clusters Score -4885009 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4888159.500000 Penalty: 3478.905029
	Iteration 7F: 3 clusters Score -4888160 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4890281.500000 Penalty: 3478.905029
	Iteration 8Q: 3 clusters Score -4890282 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4891369.000000 Penalty: 3478.905029
	Iteration 9Q: 3 clusters Score -4891369 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4891917.500000 Penalty: 3478.905029
	Iteration 10Q: 3 clusters Score -4891918 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4892156.000000 Penalty: 3478.905029
	Iteration 11Q: 3 clusters Score -4892156 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4892275.500000 Penalty: 3478.905029
	Iteration 12Q: 3 clusters Score -4892276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4892329.500000 Penalty: 3478.905029
	Iteration 13Q: 3 clusters Score -4892330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4892361.500000 Penalty: 3478.905029
	Iteration 14Q: 3 clusters Score -4892362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4892385.000000 Penalty: 3478.905029
	Iteration 15Q: 3 clusters Score -4892385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4892401.500000 Penalty: 3478.905029
	Iteration 16Q: 3 clusters Score -4892402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4892412.000000 Penalty: 3478.905029
	Iteration 17Q: 3 clusters Score -4892412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4892427.500000 Penalty: 3478.905029
	Iteration 18Q: 3 clusters Score -4892428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4892436.500000 Penalty: 3478.905029
	Iteration 19Q: 3 clusters Score -4892436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4892447.000000 Penalty: 3478.905029
	Iteration 20F: 3 clusters Score -4892447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4892449.000000 Penalty: 3478.905029
	Iteration 21Q: 3 clusters Score -4892449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4892445.000000 Penalty: 3478.905029
	Iteration 22Q: 3 clusters Score -4892445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4892446.000000 Penalty: 3478.905029
	Iteration 23Q: 3 clusters Score -4892446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4892442.000000 Penalty: 3478.905029
	Iteration 24Q: 3 clusters Score -4892442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4892442.000000 Penalty: 3478.905029
	Iteration 25F: 3 clusters Score -4892442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48574 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 176042 members 
Mstep: Class 11 contains 98789 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 66980 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 42412 members 
Mstep: Class 19 contains 175592 members 
Mstep: Class 20 contains 181331 members 
Mstep: Class 21 contains 32492 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 44548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843800.000000 Penalty: 33373.367188
Iteration 479Q: 16 clusters Score -9.38438e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48571 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 176048 members 
Mstep: Class 11 contains 98767 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66982 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42415 members 
Mstep: Class 19 contains 175590 members 
Mstep: Class 20 contains 181339 members 
Mstep: Class 21 contains 32501 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 44547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843784.000000 Penalty: 33373.367188
Iteration 480F: 16 clusters Score -9.384378e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48566 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 176059 members 
Mstep: Class 11 contains 98746 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 66989 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42416 members 
Mstep: Class 19 contains 175591 members 
Mstep: Class 20 contains 181348 members 
Mstep: Class 21 contains 32498 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 44546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843784.000000 Penalty: 33373.367188
Iteration 481Q: 16 clusters Score -9.384378e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48562 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 176072 members 
Mstep: Class 11 contains 98716 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67001 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42417 members 
Mstep: Class 19 contains 175597 members 
Mstep: Class 20 contains 181346 members 
Mstep: Class 21 contains 32499 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 44546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843800.000000 Penalty: 33373.367188
Iteration 482Q: 16 clusters Score -9.38438e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48558 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 176080 members 
Mstep: Class 11 contains 98688 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67014 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42418 members 
Mstep: Class 19 contains 175604 members 
Mstep: Class 20 contains 181350 members 
Mstep: Class 21 contains 32497 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 44548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843736.000000 Penalty: 33373.367188
Iteration 483Q: 16 clusters Score -9.384374e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48548 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 176095 members 
Mstep: Class 11 contains 98659 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67027 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42417 members 
Mstep: Class 19 contains 175614 members 
Mstep: Class 20 contains 181354 members 
Mstep: Class 21 contains 32494 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 44552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843760.000000 Penalty: 33373.367188
Iteration 484Q: 16 clusters Score -9.384376e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48543 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 176106 members 
Mstep: Class 11 contains 98632 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67030 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42418 members 
Mstep: Class 19 contains 175618 members 
Mstep: Class 20 contains 181373 members 
Mstep: Class 21 contains 32492 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 44552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843792.000000 Penalty: 33373.367188
Iteration 485Q: 16 clusters Score -9.384379e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48540 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 176112 members 
Mstep: Class 11 contains 98602 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67037 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42418 members 
Mstep: Class 19 contains 175623 members 
Mstep: Class 20 contains 181391 members 
Mstep: Class 21 contains 32491 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 44552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843720.000000 Penalty: 33373.367188
Iteration 486Q: 16 clusters Score -9.384372e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 6 contains 48537 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 176116 members 
Mstep: Class 11 contains 98566 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67045 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42419 members 
Mstep: Class 19 contains 175633 members 
Mstep: Class 20 contains 181406 members 
Mstep: Class 21 contains 32492 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 44557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843672.000000 Penalty: 33373.367188
Iteration 487Q: 16 clusters Score -9.384367e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48536 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 8 contains 176130 members 
Mstep: Class 11 contains 98538 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67054 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42420 members 
Mstep: Class 19 contains 175631 members 
Mstep: Class 20 contains 181415 members 
Mstep: Class 21 contains 32491 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 44559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843728.000000 Penalty: 33373.367188
Iteration 488Q: 16 clusters Score -9.384373e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48532 members 
Mstep: Class 7 contains 4717 members 
Mstep: Class 8 contains 176142 members 
Mstep: Class 11 contains 98507 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67060 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42419 members 
Mstep: Class 19 contains 175639 members 
Mstep: Class 20 contains 181427 members 
Mstep: Class 21 contains 32490 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 44561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843696.000000 Penalty: 33373.367188
Iteration 489Q: 16 clusters Score -9.38437e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48529 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 176152 members 
Mstep: Class 11 contains 98468 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67073 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42420 members 
Mstep: Class 19 contains 175637 members 
Mstep: Class 20 contains 181444 members 
Mstep: Class 21 contains 32489 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 44566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843656.000000 Penalty: 33373.367188
Iteration 490Q: 16 clusters Score -9.384366e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48528 members 
Mstep: Class 7 contains 4721 members 
Mstep: Class 8 contains 176151 members 
Mstep: Class 11 contains 98434 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67082 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42420 members 
Mstep: Class 19 contains 175641 members 
Mstep: Class 20 contains 181460 members 
Mstep: Class 21 contains 32489 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 44570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843720.000000 Penalty: 33373.367188
Iteration 491Q: 16 clusters Score -9.384372e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48517 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 176157 members 
Mstep: Class 11 contains 98415 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67089 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42423 members 
Mstep: Class 19 contains 175648 members 
Mstep: Class 20 contains 181463 members 
Mstep: Class 21 contains 32491 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 44572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843680.000000 Penalty: 33373.367188
Iteration 492Q: 16 clusters Score -9.384368e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48513 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 8 contains 176163 members 
Mstep: Class 11 contains 98385 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67097 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42423 members 
Mstep: Class 19 contains 175663 members 
Mstep: Class 20 contains 181463 members 
Mstep: Class 21 contains 32491 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 44573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843768.000000 Penalty: 33373.367188
Iteration 493Q: 16 clusters Score -9.384377e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48513 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 176173 members 
Mstep: Class 11 contains 98356 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67106 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42423 members 
Mstep: Class 19 contains 175666 members 
Mstep: Class 20 contains 181469 members 
Mstep: Class 21 contains 32491 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 44574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843768.000000 Penalty: 33373.367188
Iteration 494Q: 16 clusters Score -9.384377e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48510 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 176179 members 
Mstep: Class 11 contains 98333 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67115 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42424 members 
Mstep: Class 19 contains 175669 members 
Mstep: Class 20 contains 181471 members 
Mstep: Class 21 contains 32494 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 44577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843752.000000 Penalty: 33373.367188
Iteration 495Q: 16 clusters Score -9.384375e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48509 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 176178 members 
Mstep: Class 11 contains 98317 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67126 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42424 members 
Mstep: Class 19 contains 175669 members 
Mstep: Class 20 contains 181473 members 
Mstep: Class 21 contains 32495 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 44582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843728.000000 Penalty: 33373.367188
Iteration 496Q: 16 clusters Score -9.384373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48504 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 176178 members 
Mstep: Class 11 contains 98304 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67130 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 42424 members 
Mstep: Class 19 contains 175672 members 
Mstep: Class 20 contains 181483 members 
Mstep: Class 21 contains 32495 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 44585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843776.000000 Penalty: 33373.367188
Iteration 497Q: 16 clusters Score -9.384378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48500 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 176178 members 
Mstep: Class 11 contains 98298 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67132 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42424 members 
Mstep: Class 19 contains 175677 members 
Mstep: Class 20 contains 181480 members 
Mstep: Class 21 contains 32496 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 44589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843784.000000 Penalty: 33373.367188
Iteration 498Q: 16 clusters Score -9.384378e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48495 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 176176 members 
Mstep: Class 11 contains 98292 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67136 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42423 members 
Mstep: Class 19 contains 175681 members 
Mstep: Class 20 contains 181484 members 
Mstep: Class 21 contains 32498 members 
Mstep: Class 22 contains 4390 members 
Mstep: Class 23 contains 44591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843728.000000 Penalty: 33373.367188
Iteration 499Q: 16 clusters Score -9.384373e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 6 contains 48489 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 176177 members 
Mstep: Class 11 contains 98291 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 67139 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 42424 members 
Mstep: Class 19 contains 175683 members 
Mstep: Class 20 contains 181481 members 
Mstep: Class 21 contains 32498 members 
Mstep: Class 22 contains 4389 members 
Mstep: Class 23 contains 44595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -93843736.000000 Penalty: 33373.367188
Iteration 500F: 16 clusters Score -9.384374e+07 nChanged 47
Maximum iterations exceeded
--- Evaluating fit on full set of 2650478 points ---
Entering Unmasked Estep 
Score: -282283488.000000 Penalty: 36051.234375
25->16 Clusters: Score -282283488.000000, best is -282345184.000000

Main iterations: 0 (time per=infms)
Total iterations: 52459 (time per=335.857155ms)
Iterations metric 2: 3288093163520.000000 (time per=5.358343ns)
Iterations metric 3: 78910695931904.000000 (time per=223.274301ps)

That took 17618.730469 seconds.
